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Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/meta_curriculum.py
|
MetaCurriculum.get_config
|
def get_config(self):
"""Get the combined configuration of all curriculums in this
MetaCurriculum.
Returns:
A dict from parameter to value.
"""
config = {}
for _, curriculum in self.brains_to_curriculums.items():
curr_config = curriculum.get_config()
config.update(curr_config)
return config
|
python
|
def get_config(self):
"""Get the combined configuration of all curriculums in this
MetaCurriculum.
Returns:
A dict from parameter to value.
"""
config = {}
for _, curriculum in self.brains_to_curriculums.items():
curr_config = curriculum.get_config()
config.update(curr_config)
return config
|
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Get the combined configuration of all curriculums in this
MetaCurriculum.
Returns:
A dict from parameter to value.
|
[
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/meta_curriculum.py#L134-L147
|
train
|
Get the combined configuration of all curriculums in this MetaCurriculum.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + '\x31' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110000) + chr(0b110100), 41793 - 41785), ehT0Px3KOsy9(chr(1350 - 1302) + chr(2120 - 2009) + chr(49) + chr(0b101110 + 0o2) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110111) + '\x31', 9510 - 9502), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(50) + chr(50) + chr(2685 - 2631), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2727 - 2616) + chr(123 - 72) + '\065' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1583 - 1534) + chr(629 - 581) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(531 - 478) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1660 - 1610) + '\x35', 33191 - 33183), ehT0Px3KOsy9(chr(1042 - 994) + chr(111) + '\063' + chr(49) + '\062', 0o10), ehT0Px3KOsy9(chr(1252 - 1204) + chr(0b110001 + 0o76) + chr(50), 0o10), ehT0Px3KOsy9(chr(1091 - 1043) + '\157' + '\x33' + chr(1460 - 1412) + chr(2314 - 2262), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(612 - 563) + chr(0b110001) + '\063', 50636 - 50628), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110101) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1100001 + 0o16) + '\062' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(6196 - 6085) + '\062' + '\x33' + chr(577 - 529), ord("\x08")), ehT0Px3KOsy9(chr(1312 - 1264) + chr(0b1101100 + 0o3) + chr(0b110000 + 0o3) + '\x31' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9030 - 8919) + chr(0b101000 + 0o14) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(507 - 456) + '\065' + chr(59 - 8), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6272 - 6161) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(464 - 416) + '\157' + chr(0b110000 + 0o0), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + chr(0b11100 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + '\063' + '\064' + chr(1482 - 1430), 16340 - 16332), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + '\062' + chr(0b11 + 0o60), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(1589 - 1539) + chr(0b110110), 47410 - 47402), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x34' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(242 - 193) + chr(1499 - 1444) + chr(499 - 449), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b100000 + 0o22) + '\x37', 23070 - 23062), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + '\x32' + chr(0b101101 + 0o4), 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(2433 - 2382) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1681 - 1633) + chr(111) + chr(0b11111 + 0o23) + chr(0b110000) + chr(0b10100 + 0o34), 15949 - 15941), ehT0Px3KOsy9(chr(1273 - 1225) + '\x6f' + chr(0b110011) + chr(0b1111 + 0o47) + chr(0b1001 + 0o52), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101001 + 0o10) + chr(0b11001 + 0o35), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + '\061' + chr(0b110101) + chr(48), 27233 - 27225), ehT0Px3KOsy9(chr(1020 - 972) + '\157' + chr(0b1101 + 0o44) + '\065' + chr(48), 8), ehT0Px3KOsy9(chr(2201 - 2153) + chr(111) + chr(49) + chr(0b110011) + chr(2127 - 2079), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1010 + 0o52) + chr(0b1100 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110110) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(763 - 713) + chr(0b110011), 13190 - 13182)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'&'), chr(100) + chr(8973 - 8872) + chr(0b1100011) + chr(0b100101 + 0o112) + '\x64' + '\145')(chr(0b1110101) + chr(116) + '\146' + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def dXVgtxWHb580(oVre8I6UXc3b):
jAj7S20Ct06o = {}
for (VNGQdHSFPrso, hm7hVYTP9XQE) in xafqLlk3kkUe(oVre8I6UXc3b.brains_to_curriculums, xafqLlk3kkUe(SXOLrMavuUCe(b'F\xfe5\x9c\xdf\xb0v\xe4y\x99J\xfd'), '\x64' + '\x65' + chr(0b11010 + 0o111) + '\x6f' + chr(0b1100100) + chr(101))(chr(1603 - 1486) + chr(0b1000110 + 0o56) + chr(0b1100110) + '\055' + '\070'))():
J2wvLOiIjXeo = hm7hVYTP9XQE.get_config()
xafqLlk3kkUe(jAj7S20Ct06o, xafqLlk3kkUe(SXOLrMavuUCe(b'R\xf0\x02\xbc\xff\xa4\x0f\xc3l\xfeg\xf4'), chr(219 - 119) + chr(694 - 593) + '\x63' + '\157' + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070'))(J2wvLOiIjXeo)
return jAj7S20Ct06o
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/environment.py
|
UnityEnvironment.reset
|
def reset(self, config=None, train_mode=True, custom_reset_parameters=None) -> AllBrainInfo:
"""
Sends a signal to reset the unity environment.
:return: AllBrainInfo : A data structure corresponding to the initial reset state of the environment.
"""
if config is None:
config = self._resetParameters
elif config:
logger.info("Academy reset with parameters: {0}"
.format(', '.join([str(x) + ' -> ' + str(config[x]) for x in config])))
for k in config:
if (k in self._resetParameters) and (isinstance(config[k], (int, float))):
self._resetParameters[k] = config[k]
elif not isinstance(config[k], (int, float)):
raise UnityEnvironmentException(
"The value for parameter '{0}'' must be an Integer or a Float.".format(k))
else:
raise UnityEnvironmentException(
"The parameter '{0}' is not a valid parameter.".format(k))
if self._loaded:
outputs = self.communicator.exchange(
self._generate_reset_input(train_mode, config, custom_reset_parameters)
)
if outputs is None:
raise KeyboardInterrupt
rl_output = outputs.rl_output
s = self._get_state(rl_output)
self._global_done = s[1]
for _b in self._external_brain_names:
self._n_agents[_b] = len(s[0][_b].agents)
return s[0]
else:
raise UnityEnvironmentException("No Unity environment is loaded.")
|
python
|
def reset(self, config=None, train_mode=True, custom_reset_parameters=None) -> AllBrainInfo:
"""
Sends a signal to reset the unity environment.
:return: AllBrainInfo : A data structure corresponding to the initial reset state of the environment.
"""
if config is None:
config = self._resetParameters
elif config:
logger.info("Academy reset with parameters: {0}"
.format(', '.join([str(x) + ' -> ' + str(config[x]) for x in config])))
for k in config:
if (k in self._resetParameters) and (isinstance(config[k], (int, float))):
self._resetParameters[k] = config[k]
elif not isinstance(config[k], (int, float)):
raise UnityEnvironmentException(
"The value for parameter '{0}'' must be an Integer or a Float.".format(k))
else:
raise UnityEnvironmentException(
"The parameter '{0}' is not a valid parameter.".format(k))
if self._loaded:
outputs = self.communicator.exchange(
self._generate_reset_input(train_mode, config, custom_reset_parameters)
)
if outputs is None:
raise KeyboardInterrupt
rl_output = outputs.rl_output
s = self._get_state(rl_output)
self._global_done = s[1]
for _b in self._external_brain_names:
self._n_agents[_b] = len(s[0][_b].agents)
return s[0]
else:
raise UnityEnvironmentException("No Unity environment is loaded.")
|
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] |
Sends a signal to reset the unity environment.
:return: AllBrainInfo : A data structure corresponding to the initial reset state of the environment.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/environment.py#L246-L279
|
train
|
Resets the unity environment.
|
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(0b1010 + 0o51) + chr(0b110001) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(208 - 160) + chr(0b1011000 + 0o27) + chr(1357 - 1307) + '\064' + chr(53), 0o10), ehT0Px3KOsy9(chr(1317 - 1269) + chr(0b1101111) + chr(0b110011) + chr(230 - 177) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(52) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(1746 - 1695) + chr(54) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7442 - 7331) + chr(0b110011) + '\064' + chr(470 - 416), ord("\x08")), ehT0Px3KOsy9(chr(916 - 868) + '\x6f' + '\062' + chr(49) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(49) + '\065', 0b1000), ehT0Px3KOsy9(chr(562 - 514) + chr(11125 - 11014) + chr(50) + chr(49) + '\061', 0b1000), ehT0Px3KOsy9(chr(381 - 333) + chr(6243 - 6132) + '\x32' + chr(48) + chr(0b110100), 27745 - 27737), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101010 + 0o15) + chr(0b10 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b10000 + 0o137) + chr(0b110001) + chr(53) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10100 + 0o35) + '\062' + '\065', 26582 - 26574), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(1824 - 1771) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(52), 36357 - 36349), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x36' + chr(539 - 485), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10 + 0o60) + '\x30' + chr(0b110000 + 0o7), 29042 - 29034), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x31' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(51) + '\x32' + chr(0b100110 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4503 - 4392) + chr(0b10110 + 0o35) + chr(50) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(1683 - 1631), 0o10), ehT0Px3KOsy9(chr(272 - 224) + chr(0b1101111) + chr(49) + chr(49) + '\064', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101101 + 0o6) + chr(1196 - 1142) + chr(0b100010 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100 + 0o143) + chr(0b110001) + '\063' + chr(231 - 178), 0o10), ehT0Px3KOsy9('\x30' + chr(8105 - 7994) + '\x33' + chr(0b100111 + 0o12), 19181 - 19173), ehT0Px3KOsy9('\060' + chr(0b110111 + 0o70) + '\062' + chr(0b110100 + 0o3) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b111001 + 0o66) + '\063' + '\x36' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(144 - 93) + '\x33' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1000011 + 0o54) + '\x33' + '\x35' + '\x35', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(1264 - 1209) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9(chr(1817 - 1769) + '\x6f' + '\061' + '\063' + chr(0b101 + 0o62), 0o10), ehT0Px3KOsy9(chr(888 - 840) + chr(111) + chr(0b110011) + '\066' + chr(1212 - 1161), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b11 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(740 - 692) + chr(111) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110100 + 0o0) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\061' + chr(52) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x37' + chr(49), 0o10), ehT0Px3KOsy9(chr(1959 - 1911) + '\x6f' + chr(0b110110) + '\064', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(866 - 818) + chr(111) + chr(0b10111 + 0o36) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), chr(100) + '\145' + '\143' + chr(0b1101110 + 0o1) + '\144' + chr(101))(chr(3336 - 3219) + '\164' + chr(0b1000101 + 0o41) + chr(0b101101) + chr(129 - 73)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def G0V856pwkJmZ(oVre8I6UXc3b, jAj7S20Ct06o=None, X7qmli_1P6i0=ehT0Px3KOsy9(chr(2041 - 1993) + chr(7066 - 6955) + chr(814 - 765), 0b1000), QFYQeq5gmLaf=None) -> YapIRDgX9EAr:
if jAj7S20Ct06o is None:
jAj7S20Ct06o = oVre8I6UXc3b._resetParameters
elif jAj7S20Ct06o:
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\x92\xa3\x9c\x84\x85\xecz\xe3\xe8c\x06'), chr(7369 - 7269) + chr(0b1011000 + 0o15) + chr(3439 - 3340) + chr(111) + '\x64' + chr(0b1000011 + 0o42))(chr(9727 - 9610) + chr(116) + chr(102) + chr(0b101101) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xc6\x8a\x80\x94\x8b\xf2m\xfb\xe1J\x08!\xcdc_\xf3&\xf4\xa5e>\x940|\xcd\x93\xa9\x9e\xc7\x0e$\xc3T'), chr(0b100111 + 0o75) + chr(0b111011 + 0o52) + chr(9680 - 9581) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(1094 - 978) + chr(0b1001 + 0o135) + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xca\x99\x89\x90\x92'), chr(4591 - 4491) + chr(0b1100101) + '\143' + chr(0b101110 + 0o101) + chr(100) + '\145')(chr(0b1110101) + '\x74' + chr(1128 - 1026) + chr(524 - 479) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x85'), chr(8830 - 8730) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')(chr(117) + chr(116) + chr(102) + '\x2d' + chr(2962 - 2906)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xca\x82\x8a'), chr(100) + '\x65' + '\x63' + chr(111) + '\x64' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38'))([M8_cKLkHVB2V(OeWW0F1dBPRQ) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x88\xd5\xc4'), '\x64' + '\145' + chr(0b1100011) + chr(0b0 + 0o157) + chr(100) + chr(8468 - 8367))('\165' + chr(0b110111 + 0o75) + chr(102) + chr(45) + chr(0b111000)) + M8_cKLkHVB2V(jAj7S20Ct06o[OeWW0F1dBPRQ]) for OeWW0F1dBPRQ in jAj7S20Ct06o])))
for OolUPRJhRaJd in jAj7S20Ct06o:
if OolUPRJhRaJd in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xd7\x8e\x97\x94\x92\xdb,\xfb\xe5T\x08!\x88fE'), '\144' + chr(0b1100101) + chr(0b1001100 + 0o27) + chr(111) + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(56))) and PlSM16l2KDPD(jAj7S20Ct06o[OolUPRJhRaJd], (ehT0Px3KOsy9, kkSX4ccExqw4)):
oVre8I6UXc3b.RzxL_ZeIjmlj[OolUPRJhRaJd] = jAj7S20Ct06o[OolUPRJhRaJd]
elif not PlSM16l2KDPD(jAj7S20Ct06o[OolUPRJhRaJd], (ehT0Px3KOsy9, kkSX4ccExqw4)):
raise pj33T8RPBPr7(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"\x9d\xcd\x8e\xc4\x87\x87\xe78\xec\xa4_\x02'\xcddW\xf5/\xb9\xb0p)\x87}>\xc2\xc6\xa6\xca\xda\x0e2\x86Zt\x85x\x05\xd9U\xa7\x85\xa2\x8a\x85\x83\xec(\xfb\xa4V\x1fu\x8c4p\xeb!\xb5\xa1*"), '\144' + chr(0b1000001 + 0o44) + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(117) + chr(0b10000 + 0o144) + chr(10383 - 10281) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xca\x99\x89\x90\x92'), chr(0b10 + 0o142) + chr(101) + chr(99) + '\157' + '\x64' + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(45) + chr(2037 - 1981)))(OolUPRJhRaJd))
else:
raise pj33T8RPBPr7(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"\x9d\xcd\x8e\xc4\x81\x87\xf9,\xe4\xe1M\x08'\xcd3M\xb73\xf3\xf5m?\xd53v\xcd\xd6\xba\xcd\x8bO3\x9aM \xd5{\x12\x98Y\xac\xd1\x8e\x96\xdf"), chr(8494 - 8394) + chr(101) + chr(0b1100011) + '\157' + chr(1178 - 1078) + chr(0b101001 + 0o74))(chr(0b1110101) + chr(0b1011111 + 0o25) + '\146' + '\x2d' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xca\x99\x89\x90\x92'), chr(5009 - 4909) + chr(0b1001010 + 0o33) + '\143' + chr(1453 - 1342) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b10010 + 0o142) + chr(102) + '\055' + '\x38'))(OolUPRJhRaJd))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xc9\x84\x85\x95\x83\xef'), '\144' + '\x65' + chr(0b1001100 + 0o27) + chr(111) + chr(0b111001 + 0o53) + chr(0b1100101))('\x75' + '\164' + chr(0b111000 + 0o56) + chr(0b101101) + chr(0b111000))):
Dx_DllZ8uCko = oVre8I6UXc3b.communicator.exchange(oVre8I6UXc3b._generate_reset_input(X7qmli_1P6i0, jAj7S20Ct06o, QFYQeq5gmLaf))
if Dx_DllZ8uCko is None:
raise RouZF7bjEXAv
t5UgYDEG7VR5 = Dx_DllZ8uCko.rl_output
vGrByMSYMp9h = oVre8I6UXc3b._get_state(t5UgYDEG7VR5)
oVre8I6UXc3b.ooGmOCHVIacB = vGrByMSYMp9h[ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(0b110001), 8)]
for H4QhW4QqCEIa in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xc0\x93\x90\x94\x94\xe5,\xe5\xdb[\x1f4\x84zi\xe9/\xb9\xb0w'), '\x64' + chr(2691 - 2590) + chr(0b1000011 + 0o40) + chr(7908 - 7797) + chr(5217 - 5117) + chr(101))('\165' + chr(116) + chr(102) + chr(45) + chr(0b111000))):
oVre8I6UXc3b.E63MhkO3x1JX[H4QhW4QqCEIa] = c2A0yzQpDQB3(vGrByMSYMp9h[ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(48), 8)][H4QhW4QqCEIa].agents)
return vGrByMSYMp9h[ehT0Px3KOsy9('\060' + '\157' + chr(0b100011 + 0o15), 8)]
else:
raise pj33T8RPBPr7(xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xca\xcb\xb1\x9f\x8f\xff4\xa9\xe1W\x1b<\x9f{X\xea+\xba\xa1$%\x86}u\xd6\x97\xbf\x88\x99\x00'), chr(0b1100100) + chr(5495 - 5394) + chr(99) + chr(7479 - 7368) + '\x64' + '\x65')('\x75' + '\x74' + '\x66' + '\x2d' + chr(0b0 + 0o70)))
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/environment.py
|
UnityEnvironment.step
|
def step(self, vector_action=None, memory=None, text_action=None, value=None, custom_action=None) -> AllBrainInfo:
"""
Provides the environment with an action, moves the environment dynamics forward accordingly,
and returns observation, state, and reward information to the agent.
:param value: Value estimates provided by agents.
:param vector_action: Agent's vector action. Can be a scalar or vector of int/floats.
:param memory: Vector corresponding to memory used for recurrent policies.
:param text_action: Text action to send to environment for.
:param custom_action: Optional instance of a CustomAction protobuf message.
:return: AllBrainInfo : A Data structure corresponding to the new state of the environment.
"""
vector_action = {} if vector_action is None else vector_action
memory = {} if memory is None else memory
text_action = {} if text_action is None else text_action
value = {} if value is None else value
custom_action = {} if custom_action is None else custom_action
# Check that environment is loaded, and episode is currently running.
if self._loaded and not self._global_done and self._global_done is not None:
if isinstance(vector_action, self.SINGLE_BRAIN_ACTION_TYPES):
if self._num_external_brains == 1:
vector_action = {self._external_brain_names[0]: vector_action}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names a keys, "
"and vector_actions as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a vector_action input")
if isinstance(memory, self.SINGLE_BRAIN_ACTION_TYPES):
if self._num_external_brains == 1:
memory = {self._external_brain_names[0]: memory}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and memories as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a memory input")
if isinstance(text_action, self.SINGLE_BRAIN_TEXT_TYPES):
if self._num_external_brains == 1:
text_action = {self._external_brain_names[0]: text_action}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and text_actions as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a value input")
if isinstance(value, self.SINGLE_BRAIN_ACTION_TYPES):
if self._num_external_brains == 1:
value = {self._external_brain_names[0]: value}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and state/action value estimates as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a value input")
if isinstance(custom_action, CustomAction):
if self._num_external_brains == 1:
custom_action = {self._external_brain_names[0]: custom_action}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and CustomAction instances as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a custom_action input")
for brain_name in list(vector_action.keys()) + list(memory.keys()) + list(
text_action.keys()):
if brain_name not in self._external_brain_names:
raise UnityActionException(
"The name {0} does not correspond to an external brain "
"in the environment".format(brain_name))
for brain_name in self._external_brain_names:
n_agent = self._n_agents[brain_name]
if brain_name not in vector_action:
if self._brains[brain_name].vector_action_space_type == "discrete":
vector_action[brain_name] = [0.0] * n_agent * len(
self._brains[brain_name].vector_action_space_size)
else:
vector_action[brain_name] = [0.0] * n_agent * \
self._brains[
brain_name].vector_action_space_size[0]
else:
vector_action[brain_name] = self._flatten(vector_action[brain_name])
if brain_name not in memory:
memory[brain_name] = []
else:
if memory[brain_name] is None:
memory[brain_name] = []
else:
memory[brain_name] = self._flatten(memory[brain_name])
if brain_name not in text_action:
text_action[brain_name] = [""] * n_agent
else:
if text_action[brain_name] is None:
text_action[brain_name] = [""] * n_agent
if isinstance(text_action[brain_name], str):
text_action[brain_name] = [text_action[brain_name]] * n_agent
if brain_name not in custom_action:
custom_action[brain_name] = [None] * n_agent
else:
if custom_action[brain_name] is None:
custom_action[brain_name] = [None] * n_agent
if isinstance(custom_action[brain_name], CustomAction):
custom_action[brain_name] = [custom_action[brain_name]] * n_agent
number_text_actions = len(text_action[brain_name])
if not ((number_text_actions == n_agent) or number_text_actions == 0):
raise UnityActionException(
"There was a mismatch between the provided text_action and "
"the environment's expectation: "
"The brain {0} expected {1} text_action but was given {2}".format(
brain_name, n_agent, number_text_actions))
discrete_check = self._brains[brain_name].vector_action_space_type == "discrete"
expected_discrete_size = n_agent * len(
self._brains[brain_name].vector_action_space_size)
continuous_check = self._brains[brain_name].vector_action_space_type == "continuous"
expected_continuous_size = self._brains[brain_name].vector_action_space_size[
0] * n_agent
if not ((discrete_check and len(
vector_action[brain_name]) == expected_discrete_size) or
(continuous_check and len(
vector_action[brain_name]) == expected_continuous_size)):
raise UnityActionException(
"There was a mismatch between the provided action and "
"the environment's expectation: "
"The brain {0} expected {1} {2} action(s), but was provided: {3}"
.format(brain_name, str(expected_discrete_size)
if discrete_check
else str(expected_continuous_size),
self._brains[brain_name].vector_action_space_type,
str(vector_action[brain_name])))
outputs = self.communicator.exchange(
self._generate_step_input(vector_action, memory, text_action, value, custom_action))
if outputs is None:
raise KeyboardInterrupt
rl_output = outputs.rl_output
state = self._get_state(rl_output)
self._global_done = state[1]
for _b in self._external_brain_names:
self._n_agents[_b] = len(state[0][_b].agents)
return state[0]
elif not self._loaded:
raise UnityEnvironmentException("No Unity environment is loaded.")
elif self._global_done:
raise UnityActionException(
"The episode is completed. Reset the environment with 'reset()'")
elif self.global_done is None:
raise UnityActionException(
"You cannot conduct step without first calling reset. "
"Reset the environment with 'reset()'")
|
python
|
def step(self, vector_action=None, memory=None, text_action=None, value=None, custom_action=None) -> AllBrainInfo:
"""
Provides the environment with an action, moves the environment dynamics forward accordingly,
and returns observation, state, and reward information to the agent.
:param value: Value estimates provided by agents.
:param vector_action: Agent's vector action. Can be a scalar or vector of int/floats.
:param memory: Vector corresponding to memory used for recurrent policies.
:param text_action: Text action to send to environment for.
:param custom_action: Optional instance of a CustomAction protobuf message.
:return: AllBrainInfo : A Data structure corresponding to the new state of the environment.
"""
vector_action = {} if vector_action is None else vector_action
memory = {} if memory is None else memory
text_action = {} if text_action is None else text_action
value = {} if value is None else value
custom_action = {} if custom_action is None else custom_action
# Check that environment is loaded, and episode is currently running.
if self._loaded and not self._global_done and self._global_done is not None:
if isinstance(vector_action, self.SINGLE_BRAIN_ACTION_TYPES):
if self._num_external_brains == 1:
vector_action = {self._external_brain_names[0]: vector_action}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names a keys, "
"and vector_actions as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a vector_action input")
if isinstance(memory, self.SINGLE_BRAIN_ACTION_TYPES):
if self._num_external_brains == 1:
memory = {self._external_brain_names[0]: memory}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and memories as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a memory input")
if isinstance(text_action, self.SINGLE_BRAIN_TEXT_TYPES):
if self._num_external_brains == 1:
text_action = {self._external_brain_names[0]: text_action}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and text_actions as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a value input")
if isinstance(value, self.SINGLE_BRAIN_ACTION_TYPES):
if self._num_external_brains == 1:
value = {self._external_brain_names[0]: value}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and state/action value estimates as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a value input")
if isinstance(custom_action, CustomAction):
if self._num_external_brains == 1:
custom_action = {self._external_brain_names[0]: custom_action}
elif self._num_external_brains > 1:
raise UnityActionException(
"You have {0} brains, you need to feed a dictionary of brain names as keys "
"and CustomAction instances as values".format(self._num_brains))
else:
raise UnityActionException(
"There are no external brains in the environment, "
"step cannot take a custom_action input")
for brain_name in list(vector_action.keys()) + list(memory.keys()) + list(
text_action.keys()):
if brain_name not in self._external_brain_names:
raise UnityActionException(
"The name {0} does not correspond to an external brain "
"in the environment".format(brain_name))
for brain_name in self._external_brain_names:
n_agent = self._n_agents[brain_name]
if brain_name not in vector_action:
if self._brains[brain_name].vector_action_space_type == "discrete":
vector_action[brain_name] = [0.0] * n_agent * len(
self._brains[brain_name].vector_action_space_size)
else:
vector_action[brain_name] = [0.0] * n_agent * \
self._brains[
brain_name].vector_action_space_size[0]
else:
vector_action[brain_name] = self._flatten(vector_action[brain_name])
if brain_name not in memory:
memory[brain_name] = []
else:
if memory[brain_name] is None:
memory[brain_name] = []
else:
memory[brain_name] = self._flatten(memory[brain_name])
if brain_name not in text_action:
text_action[brain_name] = [""] * n_agent
else:
if text_action[brain_name] is None:
text_action[brain_name] = [""] * n_agent
if isinstance(text_action[brain_name], str):
text_action[brain_name] = [text_action[brain_name]] * n_agent
if brain_name not in custom_action:
custom_action[brain_name] = [None] * n_agent
else:
if custom_action[brain_name] is None:
custom_action[brain_name] = [None] * n_agent
if isinstance(custom_action[brain_name], CustomAction):
custom_action[brain_name] = [custom_action[brain_name]] * n_agent
number_text_actions = len(text_action[brain_name])
if not ((number_text_actions == n_agent) or number_text_actions == 0):
raise UnityActionException(
"There was a mismatch between the provided text_action and "
"the environment's expectation: "
"The brain {0} expected {1} text_action but was given {2}".format(
brain_name, n_agent, number_text_actions))
discrete_check = self._brains[brain_name].vector_action_space_type == "discrete"
expected_discrete_size = n_agent * len(
self._brains[brain_name].vector_action_space_size)
continuous_check = self._brains[brain_name].vector_action_space_type == "continuous"
expected_continuous_size = self._brains[brain_name].vector_action_space_size[
0] * n_agent
if not ((discrete_check and len(
vector_action[brain_name]) == expected_discrete_size) or
(continuous_check and len(
vector_action[brain_name]) == expected_continuous_size)):
raise UnityActionException(
"There was a mismatch between the provided action and "
"the environment's expectation: "
"The brain {0} expected {1} {2} action(s), but was provided: {3}"
.format(brain_name, str(expected_discrete_size)
if discrete_check
else str(expected_continuous_size),
self._brains[brain_name].vector_action_space_type,
str(vector_action[brain_name])))
outputs = self.communicator.exchange(
self._generate_step_input(vector_action, memory, text_action, value, custom_action))
if outputs is None:
raise KeyboardInterrupt
rl_output = outputs.rl_output
state = self._get_state(rl_output)
self._global_done = state[1]
for _b in self._external_brain_names:
self._n_agents[_b] = len(state[0][_b].agents)
return state[0]
elif not self._loaded:
raise UnityEnvironmentException("No Unity environment is loaded.")
elif self._global_done:
raise UnityActionException(
"The episode is completed. Reset the environment with 'reset()'")
elif self.global_done is None:
raise UnityActionException(
"You cannot conduct step without first calling reset. "
"Reset the environment with 'reset()'")
|
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"(",
"\"There was a mismatch between the provided action and \"",
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"\"The brain {0} expected {1} {2} action(s), but was provided: {3}\"",
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"\"You cannot conduct step without first calling reset. \"",
"\"Reset the environment with 'reset()'\"",
")"
] |
Provides the environment with an action, moves the environment dynamics forward accordingly,
and returns observation, state, and reward information to the agent.
:param value: Value estimates provided by agents.
:param vector_action: Agent's vector action. Can be a scalar or vector of int/floats.
:param memory: Vector corresponding to memory used for recurrent policies.
:param text_action: Text action to send to environment for.
:param custom_action: Optional instance of a CustomAction protobuf message.
:return: AllBrainInfo : A Data structure corresponding to the new state of the environment.
|
[
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"the",
"environment",
"with",
"an",
"action",
"moves",
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"dynamics",
"forward",
"accordingly",
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"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/environment.py#L281-L451
|
train
|
This method is used to perform a single step of the environment dynamics.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\066', 0o10), ehT0Px3KOsy9(chr(426 - 378) + '\157' + '\x33' + '\061' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + chr(0b101111 + 0o3) + '\066' + chr(1714 - 1661), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + '\x37' + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + chr(52) + chr(572 - 522), 0b1000), ehT0Px3KOsy9(chr(2280 - 2232) + chr(111) + chr(51) + chr(0b110001) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + chr(8529 - 8418) + '\062' + chr(0b110100) + chr(0b1011 + 0o50), 62786 - 62778), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101000 + 0o7) + chr(978 - 923) + chr(0b1000 + 0o56), 0b1000), ehT0Px3KOsy9(chr(1415 - 1367) + chr(0b1010 + 0o145) + chr(1645 - 1592) + chr(0b10101 + 0o41), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x35' + '\066', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\x32' + chr(0b110010) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1010101 + 0o32) + chr(0b10101 + 0o34) + chr(50) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + '\x31' + '\060' + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b1111 + 0o45) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + '\061' + chr(0b110111) + '\063', 30319 - 30311), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\066' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8099 - 7988) + chr(249 - 199) + chr(1774 - 1719) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(741 - 691) + '\x35' + chr(1842 - 1794), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(0b110010) + '\x31' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1316 - 1268) + chr(0b1101111) + chr(51) + chr(0b1011 + 0o50) + chr(2491 - 2440), 50040 - 50032), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10011 + 0o37) + chr(0b11101 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b110 + 0o151) + chr(0b110010) + '\065' + chr(0b110001), 28105 - 28097), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\062' + chr(462 - 410), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(51) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\x32' + chr(0b10100 + 0o36), 34990 - 34982), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(2388 - 2337) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\064' + chr(1973 - 1921), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + chr(51) + chr(0b110000) + '\x32', 40528 - 40520), ehT0Px3KOsy9(chr(2000 - 1952) + '\157' + '\062' + chr(200 - 149) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\x30' + chr(0b11001 + 0o32), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(153 - 103) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010111 + 0o30) + chr(0b110011) + chr(0b110100) + '\060', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\062' + chr(538 - 489) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1001001 + 0o46) + chr(0b110010) + '\060', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(3054 - 2943) + chr(0b11011 + 0o26) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b1111 + 0o47) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3046 - 2935) + '\062' + chr(0b110001) + chr(597 - 546), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(1142 - 1091) + '\064' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1110 + 0o51) + '\067', 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\061' + chr(0b100111 + 0o15) + chr(0b1110 + 0o45), 54679 - 54671)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b11100 + 0o123) + chr(0b110101) + chr(0b10010 + 0o36), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b' '), '\x64' + chr(0b1001001 + 0o34) + '\143' + '\157' + chr(6052 - 5952) + chr(1946 - 1845))('\x75' + '\164' + chr(239 - 137) + chr(0b101101) + chr(0b1000 + 0o60)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kDuFsAhEatcU(oVre8I6UXc3b, tMrY2FL4v2Nh=None, KcR7WgfLppqF=None, HTFCxeYMcqbP=None, QmmgWUB13VCJ=None, AK9YSYInZvl7=None) -> YapIRDgX9EAr:
tMrY2FL4v2Nh = {} if tMrY2FL4v2Nh is None else tMrY2FL4v2Nh
KcR7WgfLppqF = {} if KcR7WgfLppqF is None else KcR7WgfLppqF
HTFCxeYMcqbP = {} if HTFCxeYMcqbP is None else HTFCxeYMcqbP
QmmgWUB13VCJ = {} if QmmgWUB13VCJ is None else QmmgWUB13VCJ
AK9YSYInZvl7 = {} if AK9YSYInZvl7 is None else AK9YSYInZvl7
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa6\xda^F\xaf\xc7'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + '\144' + '\x65')(chr(9687 - 9570) + chr(116) + '\146' + '\055' + '\x38')) and (not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xa5\xf2Rm\x89\xebhg\x8f\xf1\x16'), '\144' + chr(101) + '\x63' + '\157' + chr(0b110101 + 0o57) + '\x65')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(45) + chr(0b101000 + 0o20)))) and (xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xa5\xf2Rm\x89\xebhg\x8f\xf1\x16'), '\144' + chr(4010 - 3909) + chr(0b1100011) + chr(0b100110 + 0o111) + '\144' + '\145')('\165' + '\x74' + chr(8056 - 7954) + chr(45) + '\070')) is not None):
if PlSM16l2KDPD(tMrY2FL4v2Nh, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b']\x83\xfbxn\x8f\xfc||\xaf\xdb\x1a\x18\xe58\xa1\xf2\xe7\xc4\x84E\xf0\x04\x9f\x81'), chr(100) + chr(101) + chr(5103 - 5004) + chr(8851 - 8740) + chr(100) + chr(4646 - 4545))('\x75' + '\x74' + '\146' + '\055' + '\070'))):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), chr(0b1100100) + chr(0b1100101) + chr(6086 - 5987) + chr(0b1010101 + 0o32) + chr(3112 - 3012) + chr(101))(chr(117) + chr(116) + chr(0b1000101 + 0o41) + '\055' + chr(0b10101 + 0o43))) == ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1 + 0o60), 0o10):
tMrY2FL4v2Nh = {oVre8I6UXc3b._external_brain_names[ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1011011 + 0o24) + chr(48), ord("\x08"))]: tMrY2FL4v2Nh}
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), '\x64' + chr(1603 - 1502) + chr(0b1011010 + 0o11) + '\x6f' + '\x64' + chr(101))(chr(4961 - 4844) + chr(8883 - 8767) + '\146' + chr(275 - 230) + chr(0b111000))) > ehT0Px3KOsy9(chr(1640 - 1592) + chr(0b1001011 + 0o44) + chr(0b11000 + 0o31), 8):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"W\xa5\xc0\x1fJ\xab\xd5[\x0e\x95\xa2)g\xc6\t\x94\xd2\xc6\xf9\xf71\xd0;\xaf\xf2\xf4A\xa7\xfd\xa3\xa0\x8f\xa8vj\x10\xef\xc6^Cj\xa3\xd6KK\xa5\xcd_\\\x97\xb2;!\x84\x19\x87\xda\xc1\xe4\xfb\x7f\xc89\xbf\xa1\xbaE\xe2\xf2\xe6\xad\x93\xa40n\x1b\xef\xc6I\x06m\xbe\xdaM}\xab\xc0JG\x81\xfc'g\xc5\x08\xd5\xcd\xc9\xe6\xaet\xda"), chr(0b1100100) + chr(101) + chr(99) + chr(1651 - 1540) + chr(0b1100100) + chr(6779 - 6678))(chr(117) + chr(116) + chr(0b1100110) + chr(1246 - 1201) + chr(1274 - 1218)), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), chr(915 - 815) + '\x65' + chr(0b1100011) + chr(0b11010 + 0o125) + chr(100) + chr(0b1100101))(chr(6798 - 6681) + chr(0b1110100) + chr(102) + chr(1288 - 1243) + chr(0b1001 + 0o57)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xa8\xd1_G\x80\xe1'), chr(6784 - 6684) + chr(0b1001000 + 0o35) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(13410 - 13293) + chr(5359 - 5243) + '\146' + chr(0b11000 + 0o25) + chr(0b110011 + 0o5)))))
else:
raise TXG0uO84rYEC(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0MG\xea\xc2LK\xce\xfc;g\xc1\x03\x81\xde\xda\xe4\xba}\x896\xa8\xb3\xf3J\xb1\xb9\xea\xba\xc0\xfcxjU\xee\x88I\n|\xa5\xdbRG\xa4\xd7\x12\x0e\x9d\xe617\x84\x18\x94\xd5\xc6\xe5\xaf1\xdd5\xb1\xb7\xbaE\xe2\xef\xe6\xb7\x94\xe7bP\x14\xe8\x92V\x0c`\xea\xdcQR\xbf\xd7'), chr(0b1101 + 0o127) + chr(101) + chr(6449 - 6350) + chr(111) + chr(5844 - 5744) + chr(0b111010 + 0o53))('\165' + '\x74' + chr(0b1000 + 0o136) + chr(1846 - 1801) + '\070'))
if PlSM16l2KDPD(KcR7WgfLppqF, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b']\x83\xfbxn\x8f\xfc||\xaf\xdb\x1a\x18\xe58\xa1\xf2\xe7\xc4\x84E\xf0\x04\x9f\x81'), chr(6347 - 6247) + chr(4954 - 4853) + '\143' + '\x6f' + '\144' + chr(0b11011 + 0o112))('\165' + chr(0b100 + 0o160) + chr(5553 - 5451) + chr(45) + chr(56)))):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), '\x64' + chr(101) + '\143' + chr(111) + chr(0b1000101 + 0o37) + chr(101))('\165' + chr(116) + chr(5839 - 5737) + '\x2d' + '\x38')) == ehT0Px3KOsy9(chr(48) + chr(2073 - 1962) + chr(0b110001), 8):
KcR7WgfLppqF = {oVre8I6UXc3b._external_brain_names[ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1011 + 0o45), 8)]: KcR7WgfLppqF}
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + '\x64' + '\145')(chr(7006 - 6889) + '\164' + chr(6025 - 5923) + '\x2d' + chr(56))) > ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1280 - 1231), 8):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'W\xa5\xc0\x1fJ\xab\xd5[\x0e\x95\xa2)g\xc6\t\x94\xd2\xc6\xf9\xf71\xd0;\xaf\xf2\xf4A\xa7\xfd\xa3\xa0\x8f\xa8vj\x10\xef\xc6^Cj\xa3\xd6KK\xa5\xcd_\\\x97\xb2;!\x84\x19\x87\xda\xc1\xe4\xfb\x7f\xc89\xbf\xa1\xbaE\xb1\xb9\xe8\xb1\x99\xfb0n\x1b\xef\xc6R\x06c\xa5\xc7VG\xb9\x83_]\xce\xe45+\xd1\x1e\x86'), '\144' + chr(6403 - 6302) + chr(0b110100 + 0o57) + chr(111) + chr(1244 - 1144) + chr(5268 - 5167))('\x75' + chr(0b1110100) + chr(9417 - 9315) + chr(359 - 314) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1101111) + chr(7613 - 7513) + '\145')(chr(0b101010 + 0o113) + '\164' + chr(102) + chr(0b100101 + 0o10) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xa8\xd1_G\x80\xe1'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + '\164' + chr(597 - 495) + '\055' + chr(2070 - 2014)))))
else:
raise TXG0uO84rYEC(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0MG\xea\xc2LK\xce\xfc;g\xc1\x03\x81\xde\xda\xe4\xba}\x896\xa8\xb3\xf3J\xb1\xb9\xea\xba\xc0\xfcxjU\xee\x88I\n|\xa5\xdbRG\xa4\xd7\x12\x0e\x9d\xe617\x84\x18\x94\xd5\xc6\xe5\xaf1\xdd5\xb1\xb7\xbaE\xe2\xf4\xe6\xb9\x8f\xfai/\x1c\xe5\x96J\x17'), chr(0b1100100) + chr(2375 - 2274) + '\143' + '\157' + chr(100) + chr(0b1010000 + 0o25))(chr(398 - 281) + chr(0b1110100) + chr(0b110001 + 0o65) + chr(0b101101) + chr(0b110101 + 0o3)))
if PlSM16l2KDPD(HTFCxeYMcqbP, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b']\x83\xfbxn\x8f\xfc||\xaf\xdb\x1a\x18\xf0>\xad\xef\xf7\xde\x82A\xec\x07'), chr(0b1100100) + chr(0b1001110 + 0o27) + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(10559 - 10442) + '\164' + chr(0b1100110) + '\x2d' + chr(0b111000)))):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), chr(100) + chr(0b110 + 0o137) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(3756 - 3639) + '\164' + chr(0b100000 + 0o106) + chr(0b101101) + '\x38')) == ehT0Px3KOsy9('\060' + '\x6f' + chr(265 - 216), 8):
HTFCxeYMcqbP = {oVre8I6UXc3b._external_brain_names[ehT0Px3KOsy9(chr(755 - 707) + chr(760 - 649) + '\060', 8)]: HTFCxeYMcqbP}
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), '\144' + chr(0b1001000 + 0o35) + chr(0b1011010 + 0o11) + '\157' + chr(0b101101 + 0o67) + '\x65')('\165' + '\164' + '\x66' + chr(45) + '\070')) > ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31', 8):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'W\xa5\xc0\x1fJ\xab\xd5[\x0e\x95\xa2)g\xc6\t\x94\xd2\xc6\xf9\xf71\xd0;\xaf\xf2\xf4A\xa7\xfd\xa3\xa0\x8f\xa8vj\x10\xef\xc6^Cj\xa3\xd6KK\xa5\xcd_\\\x97\xb2;!\x84\x19\x87\xda\xc1\xe4\xfb\x7f\xc89\xbf\xa1\xbaE\xb1\xb9\xe8\xb1\x99\xfb0n\x1b\xef\xc6K\x06v\xbe\xea^A\xbe\xcaQ@\x9d\xb254\x84\r\x94\xd7\xdd\xef\xa8'), '\x64' + chr(0b1100101) + chr(1620 - 1521) + '\x6f' + chr(0b1100100) + chr(0b1111 + 0o126))('\165' + chr(0b1110100) + chr(173 - 71) + chr(0b1 + 0o54) + chr(0b101111 + 0o11)), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), chr(0b11101 + 0o107) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(8742 - 8642) + chr(966 - 865))(chr(6605 - 6488) + '\x74' + chr(5341 - 5239) + chr(0b101010 + 0o3) + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xa8\xd1_G\x80\xe1'), '\x64' + chr(4664 - 4563) + chr(0b1001111 + 0o24) + chr(0b1000101 + 0o52) + chr(0b1100100) + chr(4374 - 4273))('\165' + '\164' + '\146' + chr(0b101101) + chr(0b111000)))))
else:
raise TXG0uO84rYEC(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0MG\xea\xc2LK\xce\xfc;g\xc1\x03\x81\xde\xda\xe4\xba}\x896\xa8\xb3\xf3J\xb1\xb9\xea\xba\xc0\xfcxjU\xee\x88I\n|\xa5\xdbRG\xa4\xd7\x12\x0e\x9d\xe617\x84\x18\x94\xd5\xc6\xe5\xaf1\xdd5\xb1\xb7\xbaE\xe2\xef\xe2\xb8\x95\xed0f\x1b\xfb\x93K'), chr(100) + '\145' + chr(0b1100011) + chr(8392 - 8281) + '\144' + chr(0b11 + 0o142))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + chr(0b101110 + 0o12)))
if PlSM16l2KDPD(QmmgWUB13VCJ, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b']\x83\xfbxn\x8f\xfc||\xaf\xdb\x1a\x18\xe58\xa1\xf2\xe7\xc4\x84E\xf0\x04\x9f\x81'), '\144' + chr(101) + chr(8501 - 8402) + chr(0b101101 + 0o102) + chr(0b1100100) + chr(0b101011 + 0o72))(chr(10435 - 10318) + '\164' + chr(0b1100110) + chr(0b101010 + 0o3) + chr(0b111000)))):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), chr(7317 - 7217) + chr(0b101101 + 0o70) + chr(0b1100011) + '\x6f' + chr(4686 - 4586) + chr(0b1010011 + 0o22))(chr(117) + '\164' + chr(0b1100110) + chr(0b0 + 0o55) + chr(56))) == ehT0Px3KOsy9('\060' + chr(0b1100000 + 0o17) + chr(0b1011 + 0o46), 8):
QmmgWUB13VCJ = {oVre8I6UXc3b._external_brain_names[ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2020 - 1972), 8)]: QmmgWUB13VCJ}
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), '\144' + chr(101) + chr(0b11011 + 0o110) + '\x6f' + chr(3474 - 3374) + chr(101))('\x75' + chr(10606 - 10490) + '\x66' + chr(45) + chr(1336 - 1280))) > ehT0Px3KOsy9(chr(48) + '\157' + chr(49), 8):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'W\xa5\xc0\x1fJ\xab\xd5[\x0e\x95\xa2)g\xc6\t\x94\xd2\xc6\xf9\xf71\xd0;\xaf\xf2\xf4A\xa7\xfd\xa3\xa0\x8f\xa8vj\x10\xef\xc6^Cj\xa3\xd6KK\xa5\xcd_\\\x97\xb2;!\x84\x19\x87\xda\xc1\xe4\xfb\x7f\xc89\xbf\xa1\xbaE\xb1\xb9\xe8\xb1\x99\xfb0n\x1b\xef\xc6L\x17o\xbe\xd0\x10C\xa9\xd7WA\x80\xb2"&\xc8\x0e\x90\x9b\xcd\xf9\xafx\xc45\xae\xb7\xe9\x04\xa3\xea\xa3\xa2\x81\xe4ej\x06'), '\x64' + chr(0b1100101) + chr(0b111 + 0o134) + chr(11414 - 11303) + chr(0b1100010 + 0o2) + '\145')(chr(0b1110101) + chr(11685 - 11569) + chr(0b1100110) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), chr(100) + chr(3974 - 3873) + chr(0b1100011) + chr(431 - 320) + '\x64' + chr(0b1011111 + 0o6))(chr(0b1110000 + 0o5) + chr(116) + chr(2940 - 2838) + chr(0b1100 + 0o41) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xa8\xd1_G\x80\xe1'), chr(0b1100100) + chr(0b100010 + 0o103) + '\143' + chr(0b1101111) + '\x64' + chr(0b1011001 + 0o14))(chr(724 - 607) + chr(116) + chr(102) + chr(45) + '\070'))))
else:
raise TXG0uO84rYEC(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0MG\xea\xc2LK\xce\xfc;g\xc1\x03\x81\xde\xda\xe4\xba}\x896\xa8\xb3\xf3J\xb1\xb9\xea\xba\xc0\xfcxjU\xee\x88I\n|\xa5\xdbRG\xa4\xd7\x12\x0e\x9d\xe617\x84\x18\x94\xd5\xc6\xe5\xaf1\xdd5\xb1\xb7\xbaE\xe2\xef\xe2\xb8\x95\xed0f\x1b\xfb\x93K'), '\x64' + chr(9538 - 9437) + chr(99) + chr(111) + chr(0b1001010 + 0o32) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b10111 + 0o26) + chr(56)))
if PlSM16l2KDPD(AK9YSYInZvl7, kHW8AAq3Oh__):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), chr(2217 - 2117) + '\145' + chr(5839 - 5740) + chr(0b101011 + 0o104) + '\x64' + chr(0b1001100 + 0o31))('\x75' + chr(6895 - 6779) + '\146' + chr(45) + chr(0b111000))) == ehT0Px3KOsy9(chr(2196 - 2148) + '\157' + '\x31', 8):
AK9YSYInZvl7 = {oVre8I6UXc3b._external_brain_names[ehT0Px3KOsy9('\x30' + chr(6221 - 6110) + chr(0b110000), 8)]: AK9YSYInZvl7}
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xaf\xdbJK\x9c\xfc5+\xfb\x19\x87\xda\xc1\xe4\xa8'), chr(0b10010 + 0o122) + '\145' + chr(3104 - 3005) + chr(10622 - 10511) + '\x64' + '\145')('\165' + chr(0b100 + 0o160) + chr(0b1100110) + chr(45) + '\x38')) > ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061', 8):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"W\xa5\xc0\x1fJ\xab\xd5[\x0e\x95\xa2)g\xc6\t\x94\xd2\xc6\xf9\xf71\xd0;\xaf\xf2\xf4A\xa7\xfd\xa3\xa0\x8f\xa8vj\x10\xef\xc6^Cj\xa3\xd6KK\xa5\xcd_\\\x97\xb2;!\x84\x19\x87\xda\xc1\xe4\xfb\x7f\xc89\xbf\xa1\xbaE\xb1\xb9\xe8\xb1\x99\xfb0n\x1b\xef\xc6|\x16}\xbe\xdaRc\xa9\xd7WA\x80\xb2=)\xd7\x0f\x94\xd5\xcb\xef\xa81\xc8'\xfa\xa4\xfbH\xb7\xfc\xf0"), '\144' + chr(6185 - 6084) + chr(5236 - 5137) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b11 + 0o162) + '\x74' + '\146' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), chr(100) + '\x65' + chr(0b1111 + 0o124) + chr(0b1 + 0o156) + chr(0b101 + 0o137) + '\x65')(chr(117) + chr(0b1010 + 0o152) + chr(0b1011011 + 0o13) + chr(0b11000 + 0o25) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa4\xc0R}\xa8\xd1_G\x80\xe1'), chr(100) + '\x65' + chr(1945 - 1846) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + '\164' + '\146' + chr(0b101101) + chr(2251 - 2195)))))
else:
raise TXG0uO84rYEC(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0MG\xea\xc2LK\xce\xfc;g\xc1\x03\x81\xde\xda\xe4\xba}\x896\xa8\xb3\xf3J\xb1\xb9\xea\xba\xc0\xfcxjU\xee\x88I\n|\xa5\xdbRG\xa4\xd7\x12\x0e\x9d\xe617\x84\x18\x94\xd5\xc6\xe5\xaf1\xdd5\xb1\xb7\xbaE\xe2\xfa\xf6\xa7\x94\xe7}P\x14\xe8\x92V\x0c`\xea\xdcQR\xbf\xd7'), '\x64' + '\x65' + chr(99) + '\157' + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(531 - 429) + '\x2d' + chr(0b111000)))
for lQow_tdWEUmR in YyaZ4tpXu4lf(xafqLlk3kkUe(tMrY2FL4v2Nh, xafqLlk3kkUe(SXOLrMavuUCe(b'e\xaf\xccL'), chr(100) + chr(0b1100101) + chr(0b110111 + 0o54) + '\x6f' + chr(0b1100100) + chr(0b1011 + 0o132))('\165' + '\x74' + '\146' + chr(0b101101) + chr(0b111000)))()) + YyaZ4tpXu4lf(xafqLlk3kkUe(KcR7WgfLppqF, xafqLlk3kkUe(SXOLrMavuUCe(b'e\xaf\xccL'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(111) + chr(3257 - 3157) + '\145')(chr(0b11110 + 0o127) + chr(0b1110100) + '\146' + chr(45) + chr(56)))()) + YyaZ4tpXu4lf(xafqLlk3kkUe(HTFCxeYMcqbP, xafqLlk3kkUe(SXOLrMavuUCe(b'e\xaf\xccL'), chr(100) + chr(0b101000 + 0o75) + chr(6948 - 6849) + chr(4937 - 4826) + chr(0b1100100) + '\x65')(chr(117) + '\x74' + '\146' + chr(45) + chr(0b10100 + 0o44)))()):
if lQow_tdWEUmR not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xaf\xcdKG\xb8\xcd_B\xb1\xf0&&\xcd\x15\xaa\xd5\xc9\xe7\xbeb'), chr(0b101000 + 0o74) + chr(4906 - 4805) + chr(99) + chr(0b1001011 + 0o44) + '\x64' + chr(6404 - 6303))(chr(0b10101 + 0o140) + '\164' + chr(0b1100101 + 0o1) + '\055' + '\070')):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0\x1fL\xab\xce[\x0e\x95\xa2)g\xc0\x14\x90\xc8\x88\xe4\xb4e\x897\xb5\xa0\xe8A\xb1\xe9\xec\xba\x84\xa8d`U\xea\x88\x1f\x06v\xbe\xd0ML\xab\xcf\x1eL\x9c\xf3=)\x84\x12\x9b\x9b\xdc\xe2\xbe1\xcc:\xac\xbb\xe8K\xac\xf4\xe6\xba\x94'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + '\144' + '\x65')(chr(117) + '\x74' + '\x66' + chr(0b1010 + 0o43) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), chr(5362 - 5262) + '\145' + chr(99) + chr(111) + chr(100) + '\x65')(chr(12221 - 12104) + chr(116) + '\x66' + chr(0b100 + 0o51) + chr(0b11100 + 0o34)))(lQow_tdWEUmR))
for lQow_tdWEUmR in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xaf\xcdKG\xb8\xcd_B\xb1\xf0&&\xcd\x15\xaa\xd5\xc9\xe7\xbeb'), chr(100) + '\x65' + chr(0b1000000 + 0o43) + chr(111) + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1000011 + 0o43) + '\x2d' + '\070')):
qAp7l9iPLYEj = oVre8I6UXc3b.E63MhkO3x1JX[lQow_tdWEUmR]
if lQow_tdWEUmR not in tMrY2FL4v2Nh:
if xafqLlk3kkUe(oVre8I6UXc3b._brains[lQow_tdWEUmR], xafqLlk3kkUe(SXOLrMavuUCe(b'x\xaf\xd6KM\xb8\xfc_M\x9a\xfb;)\xfb\x08\x85\xda\xcb\xef\x84e\xd0$\xbf'), chr(0b1100100) + '\x65' + '\x63' + chr(188 - 77) + chr(100) + '\145')('\165' + '\x74' + chr(1249 - 1147) + chr(205 - 160) + '\x38')) == xafqLlk3kkUe(SXOLrMavuUCe(b'j\xa3\xc6\\P\xaf\xd7['), '\x64' + chr(0b1010111 + 0o16) + chr(7101 - 7002) + '\157' + chr(0b0 + 0o144) + chr(101))(chr(11406 - 11289) + chr(12943 - 12827) + '\x66' + '\055' + chr(1991 - 1935)):
tMrY2FL4v2Nh[lQow_tdWEUmR] = [0.0] * qAp7l9iPLYEj * c2A0yzQpDQB3(oVre8I6UXc3b._brains[lQow_tdWEUmR].vector_action_space_size)
else:
tMrY2FL4v2Nh[lQow_tdWEUmR] = [0.0] * qAp7l9iPLYEj * oVre8I6UXc3b._brains[lQow_tdWEUmR].vector_action_space_size[ehT0Px3KOsy9(chr(48) + '\x6f' + '\060', 8)]
else:
tMrY2FL4v2Nh[lQow_tdWEUmR] = oVre8I6UXc3b._flatten(tMrY2FL4v2Nh[lQow_tdWEUmR])
if lQow_tdWEUmR not in KcR7WgfLppqF:
KcR7WgfLppqF[lQow_tdWEUmR] = []
elif KcR7WgfLppqF[lQow_tdWEUmR] is None:
KcR7WgfLppqF[lQow_tdWEUmR] = []
else:
KcR7WgfLppqF[lQow_tdWEUmR] = oVre8I6UXc3b._flatten(KcR7WgfLppqF[lQow_tdWEUmR])
if lQow_tdWEUmR not in HTFCxeYMcqbP:
HTFCxeYMcqbP[lQow_tdWEUmR] = [xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b100011 + 0o101) + chr(0b1001011 + 0o32) + chr(0b1100011) + '\x6f' + chr(0b100101 + 0o77) + chr(7570 - 7469))('\165' + chr(116) + chr(0b1100110) + chr(45) + '\x38')] * qAp7l9iPLYEj
else:
if HTFCxeYMcqbP[lQow_tdWEUmR] is None:
HTFCxeYMcqbP[lQow_tdWEUmR] = [xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b101011 + 0o71) + '\145' + chr(9756 - 9657) + '\x6f' + '\144' + chr(7731 - 7630))(chr(11483 - 11366) + chr(5405 - 5289) + chr(102) + chr(0b11010 + 0o23) + '\070')] * qAp7l9iPLYEj
if PlSM16l2KDPD(HTFCxeYMcqbP[lQow_tdWEUmR], M8_cKLkHVB2V):
HTFCxeYMcqbP[lQow_tdWEUmR] = [HTFCxeYMcqbP[lQow_tdWEUmR]] * qAp7l9iPLYEj
if lQow_tdWEUmR not in AK9YSYInZvl7:
AK9YSYInZvl7[lQow_tdWEUmR] = [None] * qAp7l9iPLYEj
else:
if AK9YSYInZvl7[lQow_tdWEUmR] is None:
AK9YSYInZvl7[lQow_tdWEUmR] = [None] * qAp7l9iPLYEj
if PlSM16l2KDPD(AK9YSYInZvl7[lQow_tdWEUmR], kHW8AAq3Oh__):
AK9YSYInZvl7[lQow_tdWEUmR] = [AK9YSYInZvl7[lQow_tdWEUmR]] * qAp7l9iPLYEj
AE2c0Zx2SONg = c2A0yzQpDQB3(HTFCxeYMcqbP[lQow_tdWEUmR])
if not (AE2c0Zx2SONg == qAp7l9iPLYEj or AE2c0Zx2SONg == ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10010 + 0o36), 8)):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0MG\xea\xd4_]\xce\xf3t*\xcd\x08\x98\xda\xdc\xe9\xb31\xcb1\xae\xa5\xffA\xac\xb9\xf7\xbc\x85\xa8`}\x1a\xfd\x8f[\x06j\xea\xc1ZZ\xbe\xfc_M\x9a\xfb;)\x84\x1a\x9b\xdf\x88\xfe\xb3t\x891\xb4\xa4\xf3V\xad\xf7\xee\xb1\x8e\xfc7|U\xee\x9eO\x06m\xbe\xd4KK\xa5\xcd\x04\x0e\xba\xfa1g\xc6\t\x94\xd2\xc6\xaa\xa0!\xd4t\xbf\xaa\xeaA\xa1\xed\xe6\xb0\xc0\xf3!rU\xff\x83G\x17Q\xab\xd6KK\xa5\xcd\x1eL\x9b\xe6t0\xc5\x08\xd5\xdc\xc1\xfc\xbe\x7f\x89/\xe8\xaf'), chr(7320 - 7220) + chr(5477 - 5376) + chr(0b1100011) + '\157' + chr(7930 - 7830) + chr(0b1100101))(chr(0b1110001 + 0o4) + chr(8469 - 8353) + '\146' + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), '\x64' + '\x65' + '\143' + '\157' + '\144' + chr(2631 - 2530))(chr(117) + chr(2891 - 2775) + chr(6239 - 6137) + '\055' + chr(0b111 + 0o61)))(lQow_tdWEUmR, qAp7l9iPLYEj, AE2c0Zx2SONg))
lmRq5afM4shY = oVre8I6UXc3b._brains[lQow_tdWEUmR].vector_action_space_type == xafqLlk3kkUe(SXOLrMavuUCe(b'j\xa3\xc6\\P\xaf\xd7['), '\144' + '\145' + chr(5323 - 5224) + chr(0b1101111) + chr(0b1100100) + chr(0b101001 + 0o74))(chr(0b1011101 + 0o30) + chr(0b1110100) + chr(0b1 + 0o145) + chr(45) + chr(56))
oLuch9QlyNUa = qAp7l9iPLYEj * c2A0yzQpDQB3(oVre8I6UXc3b._brains[lQow_tdWEUmR].vector_action_space_size)
ZqMBuD1B2Pyu = oVre8I6UXc3b._brains[lQow_tdWEUmR].vector_action_space_type == xafqLlk3kkUe(SXOLrMavuUCe(b'm\xa5\xdbKK\xa4\xd6Q[\x9d'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + chr(2637 - 2536))('\x75' + chr(0b1110100) + chr(0b1011110 + 0o10) + chr(347 - 302) + chr(56))
r7C7JYFkkban = oVre8I6UXc3b._brains[lQow_tdWEUmR].vector_action_space_size[ehT0Px3KOsy9(chr(0b110000) + chr(9513 - 9402) + chr(0b11000 + 0o30), 8)] * qAp7l9iPLYEj
if not (lmRq5afM4shY and c2A0yzQpDQB3(tMrY2FL4v2Nh[lQow_tdWEUmR]) == oLuch9QlyNUa or (ZqMBuD1B2Pyu and c2A0yzQpDQB3(tMrY2FL4v2Nh[lQow_tdWEUmR]) == r7C7JYFkkban)):
raise TXG0uO84rYEC(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0MG\xea\xd4_]\xce\xf3t*\xcd\x08\x98\xda\xdc\xe9\xb31\xcb1\xae\xa5\xffA\xac\xb9\xf7\xbc\x85\xa8`}\x1a\xfd\x8f[\x06j\xea\xd4\\V\xa3\xccP\x0e\x8f\xfc0g\xd0\x13\x90\x9b\xcd\xe4\xadx\xdb;\xb4\xbf\xffJ\xb6\xbe\xf0\xf4\x85\xf0`j\x16\xff\x87K\na\xa4\x8f\x1fv\xa2\xc6\x1eL\x9c\xf3=)\x84\x00\xc5\xc6\x88\xef\xa3a\xcc7\xae\xb7\xfe\x04\xb9\xa8\xfe\xf4\x9b\xbam/\x14\xe8\x92V\x0c`\xe2\xc6\x16\x0e\xea\xc1KZ\xce\xe554\x84\x0b\x87\xd4\xde\xe3\xbft\xcdn\xfa\xa9\xa9Y'), '\x64' + chr(0b10110 + 0o117) + chr(0b1100011) + chr(0b100100 + 0o113) + chr(0b111111 + 0o45) + '\145')(chr(117) + '\x74' + chr(0b1100110) + chr(45) + chr(0b11001 + 0o37)), xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa5\xc7RC\xbe'), chr(9996 - 9896) + chr(0b1000111 + 0o36) + '\143' + '\x6f' + '\x64' + '\145')('\165' + chr(0b100011 + 0o121) + chr(0b10 + 0o144) + chr(0b100 + 0o51) + chr(1166 - 1110)))(lQow_tdWEUmR, M8_cKLkHVB2V(oLuch9QlyNUa) if lmRq5afM4shY else M8_cKLkHVB2V(r7C7JYFkkban), xafqLlk3kkUe(oVre8I6UXc3b._brains[lQow_tdWEUmR], xafqLlk3kkUe(SXOLrMavuUCe(b'x\xaf\xd6KM\xb8\xfc_M\x9a\xfb;)\xfb\x08\x85\xda\xcb\xef\x84e\xd0$\xbf'), chr(7778 - 7678) + chr(9678 - 9577) + '\x63' + chr(4808 - 4697) + chr(4506 - 4406) + chr(101))(chr(12090 - 11973) + chr(116) + '\146' + chr(45) + '\070')), M8_cKLkHVB2V(tMrY2FL4v2Nh[lQow_tdWEUmR])))
Dx_DllZ8uCko = oVre8I6UXc3b.communicator.exchange(oVre8I6UXc3b._generate_step_input(tMrY2FL4v2Nh, KcR7WgfLppqF, HTFCxeYMcqbP, QmmgWUB13VCJ, AK9YSYInZvl7))
if Dx_DllZ8uCko is None:
raise RouZF7bjEXAv
t5UgYDEG7VR5 = Dx_DllZ8uCko.rl_output
KKFQISrGeiAm = oVre8I6UXc3b._get_state(t5UgYDEG7VR5)
oVre8I6UXc3b.ooGmOCHVIacB = KKFQISrGeiAm[ehT0Px3KOsy9('\060' + chr(0b1000001 + 0o56) + '\x31', 8)]
for H4QhW4QqCEIa in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xaf\xcdKG\xb8\xcd_B\xb1\xf0&&\xcd\x15\xaa\xd5\xc9\xe7\xbeb'), chr(0b1010011 + 0o21) + chr(101) + '\x63' + chr(0b1101111) + chr(0b1011100 + 0o10) + chr(0b101001 + 0o74))(chr(11349 - 11232) + '\164' + chr(102) + chr(0b101101) + chr(56))):
oVre8I6UXc3b.E63MhkO3x1JX[H4QhW4QqCEIa] = c2A0yzQpDQB3(KKFQISrGeiAm[ehT0Px3KOsy9(chr(828 - 780) + chr(111) + chr(0b110000), 8)][H4QhW4QqCEIa].agents)
return KKFQISrGeiAm[ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(715 - 667), 8)]
elif not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xa6\xda^F\xaf\xc7'), chr(100) + '\x65' + '\143' + chr(3870 - 3759) + chr(0b1100100) + chr(101))(chr(117) + chr(12857 - 12741) + '\146' + chr(1992 - 1947) + chr(0b111000))):
raise pj33T8RPBPr7(xafqLlk3kkUe(SXOLrMavuUCe(b'@\xa5\x95jL\xa3\xd7G\x0e\x8b\xfc".\xd6\x14\x9b\xd6\xcd\xe4\xaf1\xc0\'\xfa\xbe\xf5E\xa6\xfc\xe7\xfa'), chr(0b1100100) + chr(0b11 + 0o142) + chr(0b1011 + 0o130) + '\157' + '\x64' + chr(4772 - 4671))(chr(0b1101001 + 0o14) + chr(2085 - 1969) + chr(0b1100110) + '\055' + chr(1287 - 1231)))
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xa5\xf2Rm\x89\xebhg\x8f\xf1\x16'), chr(1408 - 1308) + '\x65' + chr(8810 - 8711) + '\x6f' + chr(0b10011 + 0o121) + chr(0b1100101))(chr(3762 - 3645) + chr(10527 - 10411) + '\x66' + chr(45) + chr(0b111000))):
raise TXG0uO84rYEC(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa2\xd0\x1fG\xba\xcaMA\x8a\xf7t.\xd7[\x96\xd4\xc5\xfa\xb7t\xdd1\xbe\xfc\xbav\xa7\xea\xe6\xa0\xc0\xfcxjU\xee\x88I\n|\xa5\xdbRG\xa4\xd7\x1eY\x87\xe6<g\x83\t\x90\xc8\xcd\xfe\xf38\x8e'), chr(0b1100100) + chr(0b1000110 + 0o37) + chr(99) + '\157' + chr(0b1100100) + chr(4063 - 3962))(chr(0b10010 + 0o143) + chr(0b1000110 + 0o56) + '\x66' + chr(45) + chr(0b111000)))
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'i\xa6\xda]C\xa6\xfcZA\x80\xf7'), chr(0b1100100) + chr(0b1000110 + 0o37) + chr(0b1100011) + chr(167 - 56) + chr(8072 - 7972) + '\145')(chr(0b1110101) + '\x74' + chr(0b1001 + 0o135) + chr(45) + '\x38')) is None:
raise TXG0uO84rYEC(xafqLlk3kkUe(SXOLrMavuUCe(b'W\xa5\xc0\x1fA\xab\xcdPA\x9a\xb27(\xca\x1f\x80\xd8\xdc\xaa\xa8e\xcc$\xfa\xa5\xf3P\xaa\xf6\xf6\xa0\xc0\xeey}\x06\xff\xc6\\\x02b\xa6\xdcQE\xea\xd1[]\x8b\xe6zg\xf6\x1e\x86\xde\xdc\xaa\xafy\xcct\xbf\xbc\xecM\xb0\xf6\xed\xb9\x85\xe6d/\x02\xe2\x92WC)\xb8\xd0LG\xbe\x8b\x17\t'), chr(0b110011 + 0o61) + '\x65' + chr(0b1100011) + chr(111) + chr(100) + chr(7874 - 7773))(chr(0b1111 + 0o146) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b100100 + 0o24)))
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/environment.py
|
UnityEnvironment._flatten
|
def _flatten(cls, arr) -> List[float]:
"""
Converts arrays to list.
:param arr: numpy vector.
:return: flattened list.
"""
if isinstance(arr, cls.SCALAR_ACTION_TYPES):
arr = [float(arr)]
if isinstance(arr, np.ndarray):
arr = arr.tolist()
if len(arr) == 0:
return arr
if isinstance(arr[0], np.ndarray):
arr = [item for sublist in arr for item in sublist.tolist()]
if isinstance(arr[0], list):
arr = [item for sublist in arr for item in sublist]
arr = [float(x) for x in arr]
return arr
|
python
|
def _flatten(cls, arr) -> List[float]:
"""
Converts arrays to list.
:param arr: numpy vector.
:return: flattened list.
"""
if isinstance(arr, cls.SCALAR_ACTION_TYPES):
arr = [float(arr)]
if isinstance(arr, np.ndarray):
arr = arr.tolist()
if len(arr) == 0:
return arr
if isinstance(arr[0], np.ndarray):
arr = [item for sublist in arr for item in sublist.tolist()]
if isinstance(arr[0], list):
arr = [item for sublist in arr for item in sublist]
arr = [float(x) for x in arr]
return arr
|
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"]",
"return",
"arr"
] |
Converts arrays to list.
:param arr: numpy vector.
:return: flattened list.
|
[
"Converts",
"arrays",
"to",
"list",
".",
":",
"param",
"arr",
":",
"numpy",
"vector",
".",
":",
"return",
":",
"flattened",
"list",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/environment.py#L469-L486
|
train
|
Converts arrays to list.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(1296 - 1245) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(51) + chr(1988 - 1936) + chr(51), 0o10), ehT0Px3KOsy9(chr(268 - 220) + chr(0b1001100 + 0o43) + chr(0b110010) + '\x37' + chr(49), 23020 - 23012), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b101000 + 0o17) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + chr(50) + chr(49) + chr(1843 - 1794), 40311 - 40303), ehT0Px3KOsy9(chr(1408 - 1360) + chr(10479 - 10368) + '\062' + '\x35' + chr(920 - 869), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x30' + chr(2319 - 2265), 3833 - 3825), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(1116 - 1061) + chr(753 - 701), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(51) + chr(278 - 229) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(968 - 913) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + '\x32' + '\x35' + chr(231 - 176), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1 + 0o156) + chr(0b101101 + 0o11) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4446 - 4335) + chr(0b110010) + chr(52) + chr(0b100010 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + chr(49) + chr(0b100111 + 0o17) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1111 + 0o45) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(2033 - 1985) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b111 + 0o150) + chr(1179 - 1129) + chr(0b111 + 0o53) + chr(844 - 789), 54700 - 54692), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(50) + chr(0b110011), 9636 - 9628), ehT0Px3KOsy9(chr(1850 - 1802) + chr(111) + '\x32' + '\x30' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1643 - 1595) + '\x6f' + chr(131 - 79) + chr(1187 - 1137), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(1475 - 1425) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(904 - 854) + chr(0b101011 + 0o6) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(55) + chr(2591 - 2540), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\067' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(77 - 22) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10101 + 0o34) + '\x37' + chr(61 - 8), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(271 - 221) + chr(0b110110) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(140 - 92) + '\157' + chr(0b0 + 0o66) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110011) + '\060' + '\062', 0o10), ehT0Px3KOsy9(chr(888 - 840) + chr(0b1101111) + chr(159 - 109) + '\x36' + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110000) + chr(0b110011), 22874 - 22866), ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1869 - 1820) + '\060' + '\065', 8), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(50) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b11000 + 0o36) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b100011 + 0o16) + '\067' + chr(2309 - 2257), 62247 - 62239), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(0b110001) + chr(0b11 + 0o63) + chr(2137 - 2089), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001100 + 0o43) + chr(0b100010 + 0o17) + chr(0b111 + 0o55) + chr(52), 0b1000), ehT0Px3KOsy9(chr(2092 - 2044) + chr(7703 - 7592) + '\062' + chr(0b100110 + 0o17) + chr(0b10001 + 0o42), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b1111 + 0o46) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7'), chr(0b110110 + 0o56) + chr(3950 - 3849) + chr(0b1100011) + chr(111) + '\x64' + chr(4736 - 4635))(chr(117) + chr(4776 - 4660) + chr(102) + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def rH_ZFwwirodI(NSstowUUZlxS, ZxkNvNvuRNy5) -> qRxF7OQ0y39T[kkSX4ccExqw4]:
if PlSM16l2KDPD(ZxkNvNvuRNy5, xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\xa0\xf84\xc8\xf9\x99\xfd\x8fl\xe6\x7f\xef.t\x1c\xc7\x96\xd2'), chr(0b1100100) + '\x65' + chr(6184 - 6085) + chr(111) + chr(356 - 256) + chr(0b1011 + 0o132))(chr(0b1110101) + chr(0b11111 + 0o125) + '\x66' + chr(45) + '\x38'))):
ZxkNvNvuRNy5 = [kkSX4ccExqw4(ZxkNvNvuRNy5)]
if PlSM16l2KDPD(ZxkNvNvuRNy5, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x87\xd8\n\xfb\xca\xbf'), '\x64' + chr(101) + chr(99) + chr(0b1001110 + 0o41) + chr(0b1 + 0o143) + chr(2660 - 2559))(chr(0b1110101) + '\x74' + '\x66' + '\x2d' + '\x38'))):
ZxkNvNvuRNy5 = ZxkNvNvuRNy5.tolist()
if c2A0yzQpDQB3(ZxkNvNvuRNy5) == ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(10412 - 10301) + '\060', 0b1000):
return ZxkNvNvuRNy5
if PlSM16l2KDPD(ZxkNvNvuRNy5[ehT0Px3KOsy9(chr(48) + chr(11265 - 11154) + chr(48), 8)], xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x87\xd8\n\xfb\xca\xbf'), '\144' + '\145' + '\143' + chr(0b1101000 + 0o7) + chr(9948 - 9848) + '\x65')(chr(10625 - 10508) + '\x74' + chr(0b1100110) + chr(0b100100 + 0o11) + '\070'))):
ZxkNvNvuRNy5 = [N7j7ePTXzzI0 for GuSmmQNX2qzL in ZxkNvNvuRNy5 for N7j7ePTXzzI0 in GuSmmQNX2qzL.tolist()]
if PlSM16l2KDPD(ZxkNvNvuRNy5[ehT0Px3KOsy9(chr(522 - 474) + chr(11330 - 11219) + '\x30', 8)], YyaZ4tpXu4lf):
ZxkNvNvuRNy5 = [N7j7ePTXzzI0 for GuSmmQNX2qzL in ZxkNvNvuRNy5 for N7j7ePTXzzI0 in GuSmmQNX2qzL]
ZxkNvNvuRNy5 = [kkSX4ccExqw4(OeWW0F1dBPRQ) for OeWW0F1dBPRQ in ZxkNvNvuRNy5]
return ZxkNvNvuRNy5
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/environment.py
|
UnityEnvironment._get_state
|
def _get_state(self, output: UnityRLOutput) -> (AllBrainInfo, bool):
"""
Collects experience information from all external brains in environment at current step.
:return: a dictionary of BrainInfo objects.
"""
_data = {}
global_done = output.global_done
for brain_name in output.agentInfos:
agent_info_list = output.agentInfos[brain_name].value
_data[brain_name] = BrainInfo.from_agent_proto(agent_info_list,
self.brains[brain_name])
return _data, global_done
|
python
|
def _get_state(self, output: UnityRLOutput) -> (AllBrainInfo, bool):
"""
Collects experience information from all external brains in environment at current step.
:return: a dictionary of BrainInfo objects.
"""
_data = {}
global_done = output.global_done
for brain_name in output.agentInfos:
agent_info_list = output.agentInfos[brain_name].value
_data[brain_name] = BrainInfo.from_agent_proto(agent_info_list,
self.brains[brain_name])
return _data, global_done
|
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] |
Collects experience information from all external brains in environment at current step.
:return: a dictionary of BrainInfo objects.
|
[
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/environment.py#L488-L499
|
train
|
Collect experience information from all external brains in environment at current 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('\x30' + '\157' + '\061' + chr(51) + chr(0b11101 + 0o30), 49017 - 49009), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(50) + '\x30' + chr(54), 55564 - 55556), ehT0Px3KOsy9('\x30' + chr(111) + chr(307 - 258) + chr(2628 - 2575) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1573 - 1525) + chr(0b100000 + 0o117) + chr(49) + '\x35' + chr(0b110100), 60185 - 60177), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110100) + chr(1559 - 1510), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\x31' + chr(0b110101) + chr(52), 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1010111 + 0o30) + chr(51) + chr(0b110000) + chr(0b1100 + 0o46), 4777 - 4769), ehT0Px3KOsy9(chr(48) + chr(5596 - 5485) + chr(0b10 + 0o60) + '\x36' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(1319 - 1264), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1432 - 1382) + chr(2030 - 1980) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(545 - 497) + chr(9188 - 9077) + chr(2261 - 2210) + chr(0b110111) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(920 - 872) + chr(111) + chr(54) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9733 - 9622) + '\x33' + chr(1836 - 1782), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1580 - 1530) + '\060' + chr(0b100010 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(1851 - 1798) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b11101 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b100101 + 0o112) + chr(641 - 590) + '\x35' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2082 - 2031) + chr(334 - 285) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(289 - 241) + chr(0b1101111) + '\x33' + chr(0b10010 + 0o36) + '\x31', 0o10), ehT0Px3KOsy9(chr(2287 - 2239) + chr(9730 - 9619) + chr(0b110010) + chr(0b1111 + 0o43) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(96 - 48) + '\x6f' + chr(1224 - 1173) + chr(55) + chr(2379 - 2327), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1111 + 0o140) + '\x33' + chr(0b1101 + 0o47) + '\x37', 26797 - 26789), ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + chr(0b110001) + chr(0b110011) + chr(1724 - 1675), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(0b110011) + chr(0b110001) + chr(1413 - 1361), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110101), 22582 - 22574), ehT0Px3KOsy9(chr(1030 - 982) + '\157' + chr(53) + chr(0b101110 + 0o10), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1455 - 1405) + chr(1928 - 1877) + chr(877 - 824), 0b1000), ehT0Px3KOsy9('\x30' + chr(8563 - 8452) + '\061' + '\062', 8), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(2300 - 2248) + chr(53), 11287 - 11279), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(154 - 103) + '\061' + '\064', 8), ehT0Px3KOsy9(chr(48) + chr(0b100101 + 0o112) + chr(0b110011) + chr(48) + chr(0b100100 + 0o15), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x32' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(758 - 647) + chr(0b101111 + 0o3) + '\x36' + chr(0b101011 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\063' + chr(48) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1159 - 1108) + '\065' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\063' + '\x34', 28253 - 28245), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(434 - 383) + '\x32' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(8454 - 8343) + '\x32' + chr(1610 - 1561) + '\067', 3358 - 3350), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110101) + chr(50), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1000000 + 0o57) + '\x35' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b's'), chr(100) + chr(0b1100101) + chr(0b100110 + 0o75) + chr(0b1010100 + 0o33) + chr(0b100001 + 0o103) + chr(0b11111 + 0o106))('\165' + '\164' + chr(102) + chr(538 - 493) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aEYGF7EUbmMt(oVre8I6UXc3b, e1jVqMSBZ01Y) -> (YapIRDgX9EAr, WbBjf8Y7v9VN):
nxBQetk9oeQg = {}
y6kUwXulxJ4x = e1jVqMSBZ01Y.global_done
for lQow_tdWEUmR in xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe1\r\x02U%\xac\xd7`\xe2'), '\144' + chr(0b10000 + 0o125) + chr(0b1100011) + chr(0b1101111) + chr(8220 - 8120) + chr(9606 - 9505))('\165' + chr(5355 - 5239) + chr(9361 - 9259) + chr(45) + '\x38')):
UZeyKHMSd3dc = e1jVqMSBZ01Y.agentInfos[lQow_tdWEUmR].QmmgWUB13VCJ
nxBQetk9oeQg[lQow_tdWEUmR] = nK0bSWnkqoFP.from_agent_proto(UZeyKHMSd3dc, oVre8I6UXc3b.brains[lQow_tdWEUmR])
return (nxBQetk9oeQg, y6kUwXulxJ4x)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_metrics.py
|
TrainerMetrics.end_experience_collection_timer
|
def end_experience_collection_timer(self):
"""
Inform Metrics class that experience collection is done.
"""
if self.time_start_experience_collection:
curr_delta = time() - self.time_start_experience_collection
if self.delta_last_experience_collection is None:
self.delta_last_experience_collection = curr_delta
else:
self.delta_last_experience_collection += curr_delta
self.time_start_experience_collection = None
|
python
|
def end_experience_collection_timer(self):
"""
Inform Metrics class that experience collection is done.
"""
if self.time_start_experience_collection:
curr_delta = time() - self.time_start_experience_collection
if self.delta_last_experience_collection is None:
self.delta_last_experience_collection = curr_delta
else:
self.delta_last_experience_collection += curr_delta
self.time_start_experience_collection = None
|
[
"def",
"end_experience_collection_timer",
"(",
"self",
")",
":",
"if",
"self",
".",
"time_start_experience_collection",
":",
"curr_delta",
"=",
"time",
"(",
")",
"-",
"self",
".",
"time_start_experience_collection",
"if",
"self",
".",
"delta_last_experience_collection",
"is",
"None",
":",
"self",
".",
"delta_last_experience_collection",
"=",
"curr_delta",
"else",
":",
"self",
".",
"delta_last_experience_collection",
"+=",
"curr_delta",
"self",
".",
"time_start_experience_collection",
"=",
"None"
] |
Inform Metrics class that experience collection is done.
|
[
"Inform",
"Metrics",
"class",
"that",
"experience",
"collection",
"is",
"done",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_metrics.py#L39-L49
|
train
|
End the experience collection timer.
|
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(0b11000 + 0o30) + '\157' + chr(0b100110 + 0o13) + '\062' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2344 - 2295) + chr(0b110101) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(1482 - 1431) + chr(2346 - 2292) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(49) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(52) + chr(2082 - 2028), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\063' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(1107 - 1055) + chr(50), 63280 - 63272), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100010 + 0o21) + chr(0b110010) + chr(0b1100 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(1661 - 1613) + chr(111) + chr(51) + chr(50) + chr(0b101001 + 0o11), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(188 - 137) + chr(1674 - 1624) + chr(1667 - 1616), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\x37' + chr(55), 0o10), ehT0Px3KOsy9(chr(641 - 593) + chr(0b1101111) + chr(49) + chr(48) + chr(0b100001 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(52) + chr(1092 - 1041), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(764 - 714) + chr(1028 - 973), 53546 - 53538), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + chr(1677 - 1626) + '\x32' + chr(0b110101), 8), ehT0Px3KOsy9(chr(649 - 601) + chr(0b10111 + 0o130) + chr(0b110010) + chr(0b100 + 0o61) + chr(2299 - 2248), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x36' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110100) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b1011 + 0o46) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2549 - 2498) + chr(0b110111) + chr(53), 41796 - 41788), ehT0Px3KOsy9(chr(48) + chr(7587 - 7476) + chr(2010 - 1959) + '\063' + chr(0b110100), 42150 - 42142), ehT0Px3KOsy9(chr(2154 - 2106) + chr(0b1010001 + 0o36) + '\063' + chr(0b10 + 0o56) + chr(0b1 + 0o62), 18620 - 18612), ehT0Px3KOsy9('\x30' + chr(12310 - 12199) + '\061' + chr(54) + '\060', 34380 - 34372), ehT0Px3KOsy9(chr(48) + chr(4535 - 4424) + '\062' + '\064' + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(5536 - 5425) + '\061' + chr(0b110010) + chr(1550 - 1497), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\063' + chr(1687 - 1639), 8), ehT0Px3KOsy9(chr(818 - 770) + chr(0b1101111) + '\x35' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b110001) + '\064', 33771 - 33763), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(784 - 735) + '\063' + chr(0b110111), 39343 - 39335), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b11000 + 0o31) + chr(1571 - 1519) + chr(0b11000 + 0o37), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1088 - 977) + chr(2117 - 2068) + chr(0b110110) + '\062', 0b1000), ehT0Px3KOsy9(chr(237 - 189) + chr(0b1101111) + chr(49) + '\x34' + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(2238 - 2188) + chr(138 - 84) + '\067', 0o10), ehT0Px3KOsy9(chr(651 - 603) + chr(111) + chr(2206 - 2157) + '\060' + chr(53), 8), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(50) + '\x30' + '\x36', 56640 - 56632), ehT0Px3KOsy9(chr(0b110000) + chr(6667 - 6556) + '\063' + chr(0b110100) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(5883 - 5772) + '\062' + chr(0b101111 + 0o5) + chr(55), 8), ehT0Px3KOsy9('\060' + chr(8899 - 8788) + '\063' + '\061' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b110001) + chr(0b11010 + 0o35), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(1220 - 1167) + chr(0b110000), 13592 - 13584)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'}'), chr(4281 - 4181) + chr(0b1100101) + '\x63' + chr(0b100001 + 0o116) + chr(100) + chr(0b100100 + 0o101))(chr(0b1000011 + 0o62) + chr(0b1110100) + chr(102) + '\055' + chr(843 - 787)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cn4iuH5nDX70(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"'\x04\x9b/y\xab\x96\xb4\xa0\xa7\xe0 \x9b]\xb2\xa7\xc2Q\xc8.\x98\x83\xa0\x1f\xcb9\xbdM\xf86\x08\x1c"), '\144' + chr(101) + chr(0b100101 + 0o76) + chr(111) + '\144' + '\x65')(chr(117) + chr(0b110111 + 0o75) + chr(0b1100110) + chr(0b100111 + 0o6) + '\x38')):
ukmv6iH0d9LL = ltvhPP4VhXre() - oVre8I6UXc3b.time_start_experience_collection
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'7\x08\x9a>G\x87\x8e\xb4\xa1\xa7\xe0 \x9b]\xb2\xa7\xc2Q\xc8.\x98\x83\xa0\x1f\xcb9\xbdM\xf86\x08\x1c'), '\x64' + '\145' + chr(0b1100011 + 0o0) + chr(4993 - 4882) + chr(100) + '\145')('\x75' + chr(116) + chr(1552 - 1450) + chr(45) + chr(0b101010 + 0o16))) is None:
oVre8I6UXc3b.PwTnaR4S9tvH = ukmv6iH0d9LL
else:
oVre8I6UXc3b.PwTnaR4S9tvH += ukmv6iH0d9LL
oVre8I6UXc3b.Zbshq1_sIl2l = None
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_metrics.py
|
TrainerMetrics.add_delta_step
|
def add_delta_step(self, delta: float):
"""
Inform Metrics class about time to step in environment.
"""
if self.delta_last_experience_collection:
self.delta_last_experience_collection += delta
else:
self.delta_last_experience_collection = delta
|
python
|
def add_delta_step(self, delta: float):
"""
Inform Metrics class about time to step in environment.
"""
if self.delta_last_experience_collection:
self.delta_last_experience_collection += delta
else:
self.delta_last_experience_collection = delta
|
[
"def",
"add_delta_step",
"(",
"self",
",",
"delta",
":",
"float",
")",
":",
"if",
"self",
".",
"delta_last_experience_collection",
":",
"self",
".",
"delta_last_experience_collection",
"+=",
"delta",
"else",
":",
"self",
".",
"delta_last_experience_collection",
"=",
"delta"
] |
Inform Metrics class about time to step in environment.
|
[
"Inform",
"Metrics",
"class",
"about",
"time",
"to",
"step",
"in",
"environment",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_metrics.py#L51-L58
|
train
|
Add delta to the last experience collection of the current time step in environment.
|
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' + '\x32' + chr(0b110001 + 0o2) + chr(0b100011 + 0o16), 64511 - 64503), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\064' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b110011) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(51) + '\066', 29589 - 29581), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x36' + chr(1403 - 1353), 29161 - 29153), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\x31' + chr(343 - 289), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b10000 + 0o137) + '\x36' + chr(278 - 226), 0o10), ehT0Px3KOsy9(chr(48) + chr(2837 - 2726) + chr(0b10 + 0o62) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x37' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + chr(51) + chr(53) + chr(1688 - 1634), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110001) + chr(1995 - 1947), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(0b110011) + chr(0b110100) + chr(598 - 549), 61259 - 61251), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010 + 0o0) + chr(2586 - 2535) + chr(587 - 538), 8), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(50) + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1281 - 1233) + chr(0b110010 + 0o75) + chr(2322 - 2271) + chr(0b110001) + chr(0b11010 + 0o31), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(5305 - 5194) + chr(0b10011 + 0o37) + chr(0b1 + 0o57) + chr(0b1010 + 0o51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3102 - 2991) + chr(0b10 + 0o60) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101010 + 0o11) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\x33' + chr(48) + chr(0b101110 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(1230 - 1182) + chr(5868 - 5757) + chr(1411 - 1361) + chr(51) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1822 - 1772) + chr(51) + chr(52), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(49) + chr(262 - 207) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10110 + 0o34) + chr(0b10011 + 0o41) + chr(0b110110), 49457 - 49449), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x31' + chr(0b101011 + 0o5), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(1897 - 1847) + '\064' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1987 - 1939) + chr(0b11011 + 0o124) + chr(2391 - 2338) + chr(967 - 912), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101110 + 0o4) + '\065' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b110101 + 0o2) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(0b110010) + '\064' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x36' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b10100 + 0o133) + chr(51) + '\064' + chr(0b110111), 33835 - 33827), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110001) + chr(52), 17960 - 17952), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b110100) + chr(0b101111 + 0o2), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(3521 - 3410) + chr(0b110 + 0o55) + '\067' + chr(0b1101 + 0o44), 0b1000), ehT0Px3KOsy9(chr(80 - 32) + '\157' + chr(0b110011) + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b110110) + chr(108 - 55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100001 + 0o24) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7'), '\144' + chr(0b1011110 + 0o7) + '\x63' + '\157' + chr(100) + chr(101))(chr(0b111100 + 0o71) + chr(12674 - 12558) + '\x66' + chr(0b101101) + chr(1138 - 1082)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def dpDCdwNRTp7u(oVre8I6UXc3b, cWaXceDbkqGZ):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x17\xc8pn`\xfag\x1eI\x98\xc0'), chr(2078 - 1978) + '\145' + '\143' + '\157' + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(4057 - 3955) + chr(45) + '\x38')):
oVre8I6UXc3b.PwTnaR4S9tvH += cWaXceDbkqGZ
else:
oVre8I6UXc3b.PwTnaR4S9tvH = cWaXceDbkqGZ
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_metrics.py
|
TrainerMetrics.start_policy_update_timer
|
def start_policy_update_timer(self, number_experiences: int, mean_return: float):
"""
Inform Metrics class that policy update has started.
:int number_experiences: Number of experiences in Buffer at this point.
:float mean_return: Return averaged across all cumulative returns since last policy update
"""
self.last_buffer_length = number_experiences
self.last_mean_return = mean_return
self.time_policy_update_start = time()
|
python
|
def start_policy_update_timer(self, number_experiences: int, mean_return: float):
"""
Inform Metrics class that policy update has started.
:int number_experiences: Number of experiences in Buffer at this point.
:float mean_return: Return averaged across all cumulative returns since last policy update
"""
self.last_buffer_length = number_experiences
self.last_mean_return = mean_return
self.time_policy_update_start = time()
|
[
"def",
"start_policy_update_timer",
"(",
"self",
",",
"number_experiences",
":",
"int",
",",
"mean_return",
":",
"float",
")",
":",
"self",
".",
"last_buffer_length",
"=",
"number_experiences",
"self",
".",
"last_mean_return",
"=",
"mean_return",
"self",
".",
"time_policy_update_start",
"=",
"time",
"(",
")"
] |
Inform Metrics class that policy update has started.
:int number_experiences: Number of experiences in Buffer at this point.
:float mean_return: Return averaged across all cumulative returns since last policy update
|
[
"Inform",
"Metrics",
"class",
"that",
"policy",
"update",
"has",
"started",
".",
":",
"int",
"number_experiences",
":",
"Number",
"of",
"experiences",
"in",
"Buffer",
"at",
"this",
"point",
".",
":",
"float",
"mean_return",
":",
"Return",
"averaged",
"across",
"all",
"cumulative",
"returns",
"since",
"last",
"policy",
"update"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_metrics.py#L60-L68
|
train
|
Start the timer that is called when the policy update has started.
|
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(9096 - 8985) + '\x33' + chr(1443 - 1392) + chr(1183 - 1135), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(411 - 361) + chr(0b110101) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2451 - 2401) + chr(0b100111 + 0o20) + chr(0b11010 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(51) + chr(50) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(5891 - 5780) + chr(0b1101 + 0o45) + chr(1809 - 1761), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\065' + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(54) + chr(2748 - 2695), 44351 - 44343), ehT0Px3KOsy9(chr(1899 - 1851) + chr(111) + chr(2507 - 2456) + '\x36', 5342 - 5334), ehT0Px3KOsy9('\060' + chr(2375 - 2264) + chr(356 - 307) + '\x37' + chr(0b101010 + 0o10), 61956 - 61948), ehT0Px3KOsy9(chr(1656 - 1608) + '\x6f' + chr(0b10011 + 0o40) + chr(1723 - 1673) + chr(1277 - 1229), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(0b1110 + 0o43) + chr(0b110001) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(52) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7232 - 7121) + chr(51) + '\060' + chr(0b100001 + 0o22), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(338 - 288), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(0b10010 + 0o40) + chr(48) + '\066', 0b1000), ehT0Px3KOsy9(chr(2249 - 2201) + chr(0b1101111) + '\061' + chr(50) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110000) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(5069 - 4958) + chr(0b10100 + 0o36) + chr(0b1000 + 0o55) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(52) + '\065', 18407 - 18399), ehT0Px3KOsy9(chr(524 - 476) + chr(111) + chr(1161 - 1112) + chr(49) + '\x33', 26460 - 26452), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\060' + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(817 - 769) + '\x6f' + chr(0b100111 + 0o14) + chr(0b110011) + chr(50), 5523 - 5515), ehT0Px3KOsy9(chr(395 - 347) + chr(111) + chr(894 - 843) + '\x37', 37239 - 37231), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001 + 0o0) + '\064' + chr(395 - 347), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x32' + chr(53), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2578 - 2523) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(49) + chr(0b100 + 0o57), 42737 - 42729), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b11 + 0o56), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110100) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7380 - 7269) + '\061' + chr(0b110110) + chr(834 - 784), 0o10), ehT0Px3KOsy9(chr(1346 - 1298) + '\x6f' + chr(1373 - 1323) + chr(0b110111) + chr(0b110011), 36044 - 36036), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\065' + '\x34', 45519 - 45511), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(0b10100 + 0o40) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\062' + '\063' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b101111 + 0o100) + chr(0b110001) + chr(0b110011) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b10101 + 0o132) + chr(0b10110 + 0o34) + chr(0b10 + 0o61), 0o10), ehT0Px3KOsy9(chr(138 - 90) + '\x6f' + chr(0b110001) + '\065' + chr(0b100001 + 0o24), 64906 - 64898), ehT0Px3KOsy9('\x30' + chr(111) + '\067' + '\x31', 0o10), ehT0Px3KOsy9(chr(950 - 902) + chr(0b1101111) + '\063' + chr(1791 - 1737) + chr(55), 39665 - 39657), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + '\x32' + chr(50) + chr(1069 - 1021), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(8649 - 8538) + '\065' + chr(1637 - 1589), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(211 - 111) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b110010 + 0o6)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def wMMvCTySbFg1(oVre8I6UXc3b, mKdjPlHPoRUl, BrLJmdO71KhS):
oVre8I6UXc3b.UbeNqScMHelC = mKdjPlHPoRUl
oVre8I6UXc3b.dkbmBzG9GkWK = BrLJmdO71KhS
oVre8I6UXc3b.sQc60GuBSP52 = ltvhPP4VhXre()
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_metrics.py
|
TrainerMetrics.end_policy_update
|
def end_policy_update(self):
"""
Inform Metrics class that policy update has started.
"""
if self.time_policy_update_start:
self.delta_policy_update = time() - self.time_policy_update_start
else:
self.delta_policy_update = 0
delta_train_start = time() - self.time_training_start
LOGGER.debug(" Policy Update Training Metrics for {}: "
"\n\t\tTime to update Policy: {:0.3f} s \n"
"\t\tTime elapsed since training: {:0.3f} s \n"
"\t\tTime for experience collection: {:0.3f} s \n"
"\t\tBuffer Length: {} \n"
"\t\tReturns : {:0.3f}\n"
.format(self.brain_name, self.delta_policy_update,
delta_train_start, self.delta_last_experience_collection,
self.last_buffer_length, self.last_mean_return))
self._add_row(delta_train_start)
|
python
|
def end_policy_update(self):
"""
Inform Metrics class that policy update has started.
"""
if self.time_policy_update_start:
self.delta_policy_update = time() - self.time_policy_update_start
else:
self.delta_policy_update = 0
delta_train_start = time() - self.time_training_start
LOGGER.debug(" Policy Update Training Metrics for {}: "
"\n\t\tTime to update Policy: {:0.3f} s \n"
"\t\tTime elapsed since training: {:0.3f} s \n"
"\t\tTime for experience collection: {:0.3f} s \n"
"\t\tBuffer Length: {} \n"
"\t\tReturns : {:0.3f}\n"
.format(self.brain_name, self.delta_policy_update,
delta_train_start, self.delta_last_experience_collection,
self.last_buffer_length, self.last_mean_return))
self._add_row(delta_train_start)
|
[
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"delta_policy_update",
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"\" Policy Update Training Metrics for {}: \"",
"\"\\n\\t\\tTime to update Policy: {:0.3f} s \\n\"",
"\"\\t\\tTime elapsed since training: {:0.3f} s \\n\"",
"\"\\t\\tTime for experience collection: {:0.3f} s \\n\"",
"\"\\t\\tBuffer Length: {} \\n\"",
"\"\\t\\tReturns : {:0.3f}\\n\"",
".",
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",",
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"delta_policy_update",
",",
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",",
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")",
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"_add_row",
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] |
Inform Metrics class that policy update has started.
|
[
"Inform",
"Metrics",
"class",
"that",
"policy",
"update",
"has",
"started",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_metrics.py#L79-L97
|
train
|
End of Policy Update Training Metrics class that policy update has started.
|
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(0b11000 + 0o30) + '\x6f' + chr(51) + '\065' + chr(0b0 + 0o63), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\064' + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + chr(49) + chr(0b10100 + 0o36) + chr(0b110001), 21613 - 21605), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100011 + 0o16) + chr(48), 0b1000), ehT0Px3KOsy9(chr(1806 - 1758) + chr(0b1101111) + chr(0b10101 + 0o35) + chr(0b110110) + chr(53), 39405 - 39397), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b110110) + chr(49), 0o10), ehT0Px3KOsy9(chr(1840 - 1792) + chr(0b1101111) + chr(0b110001) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1998 - 1950) + '\x6f' + '\x33' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b10000 + 0o46) + chr(1156 - 1106), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110110) + chr(0b101111 + 0o5), 62342 - 62334), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(794 - 746) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + chr(0b110011) + '\x35' + chr(0b10000 + 0o42), 28280 - 28272), ehT0Px3KOsy9('\060' + chr(4270 - 4159) + chr(51) + chr(0b110100) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(939 - 888) + chr(0b110011) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(49) + chr(0b110100) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(48) + chr(0b101001 + 0o11), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b10111 + 0o40) + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110 + 0o54) + chr(1829 - 1781) + chr(50), 0o10), ehT0Px3KOsy9(chr(2139 - 2091) + chr(0b1001100 + 0o43) + '\x31' + '\x31', 63694 - 63686), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\x35' + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101001 + 0o12) + chr(51) + chr(927 - 879), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(307 - 256) + '\060' + '\x36', 54299 - 54291), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2454 - 2404) + chr(0b110010) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + '\x33' + '\065' + chr(0b101101 + 0o6), 8), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + '\061' + '\066' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4865 - 4754) + chr(0b110011) + '\x37', 8), ehT0Px3KOsy9(chr(48) + chr(0b110100 + 0o73) + '\x33' + chr(0b110010) + '\x30', 16985 - 16977), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1109 - 1057) + chr(0b110010), 54043 - 54035), ehT0Px3KOsy9(chr(2090 - 2042) + chr(0b1101111) + '\062' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(2194 - 2146) + '\157' + chr(49) + '\067' + '\067', 0b1000), ehT0Px3KOsy9(chr(1958 - 1910) + chr(0b10001 + 0o136) + '\x31' + '\x32' + '\x31', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\062', 40890 - 40882), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\063' + chr(0b100110 + 0o15), 4031 - 4023), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\062', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110000) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b101111 + 0o100) + chr(0b10000 + 0o47) + chr(2678 - 2624), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(2106 - 2058) + chr(1499 - 1450), 45177 - 45169), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2178 - 2123) + chr(0b10 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + '\x37' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b110011) + chr(0b101010 + 0o13) + '\066', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101) + '\060', 7481 - 7473)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5'), '\144' + chr(10116 - 10015) + chr(99) + chr(2962 - 2851) + chr(5689 - 5589) + '\145')(chr(3882 - 3765) + chr(0b100001 + 0o123) + '\146' + chr(1606 - 1561) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lPpKkxnIg2B2(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9812>\x85\xb6x]!\xe4\xf4\xd8'), chr(9639 - 9539) + chr(8005 - 7904) + '\143' + '\x6f' + chr(6403 - 6303) + '\x65')(chr(1969 - 1852) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b101100 + 0o14))):
oVre8I6UXc3b.FtVGFYE2RyuG = ltvhPP4VhXre() - oVre8I6UXc3b.sQc60GuBSP52
else:
oVre8I6UXc3b.FtVGFYE2RyuG = ehT0Px3KOsy9('\060' + '\x6f' + '\x30', 0o10)
Pru2KYdItXfz = ltvhPP4VhXre() - oVre8I6UXc3b.time_training_start
xafqLlk3kkUe(XU2NNwql3qth, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x053}\xd2'), '\144' + chr(0b101111 + 0o66) + '\143' + '\x6f' + '\x64' + chr(0b111001 + 0o54))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b100100 + 0o24)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb0>d\xdc\x92t?\'\xc4\xa5\x8b\x91\xbfA\x16\xca\xe3`\xc4\xb1\xa8\xf0\xcb=z\xa4P{\x1c"*=}\xf0\x1e:B\x02\xce\xe1iX\\\xdc\x9ch?\x06\xdb\xe1\x9f\x95\xbe\x006\xdd\xa2Y\xc5\xb4\xaf\xf4\x92J?\xab\x18"Qbl&2\xf1\x1eK61\xba\x82\r4(\xd0\x9dlo\x01\xd1\xa5\xca\x96\xb3\x0f!\xdd\xa2}\xd8\xb9\xaf\xf9\x82\x1ex\xea\x02iEa$ht\xff\x1e2\x1f2\xe7\xe248e\xd0\xd1kp\x00\x94\xa4\x92\x95\xbf\x13+\xdd\xecj\xcf\xf8\xa5\xf8\x87\x1cz\xb3V{\x10?0{i\xb8\x0eo\x0c^\x93\xcb\x13q\x02\xbc\xf8Oj\x14\xd2\xa4\x98\xc5\x96\x04,\xdf\xf6a\x90\xf8\xbd\xea\xcbz\x16\xd9pw\x0b$x5a\xa2\x04aD\x02\xde\xc5S7u\xbf'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + chr(9778 - 9678) + chr(0b101111 + 0o66))('\165' + chr(0b1110100) + '\x66' + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x0f#e\xd4\x85'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(8369 - 8258) + '\x64' + chr(101))(chr(0b1101010 + 0o13) + chr(3637 - 3521) + chr(102) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x120a\xdb\xaec~\x1f\xd1'), chr(6707 - 6607) + '\x65' + '\143' + chr(0b1001111 + 0o40) + chr(0b100100 + 0o100) + '\x65')('\165' + '\164' + chr(0b1100110) + '\055' + '\x38')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x14\x07O\xf3\xa8H- \xcd\xb4\xad'), chr(0b111010 + 0o52) + '\145' + chr(0b1001100 + 0o27) + chr(0b1100110 + 0o11) + '\144' + '\x65')(chr(7736 - 7619) + chr(116) + chr(102) + chr(0b10000 + 0o35) + '\x38')), Pru2KYdItXfz, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\x17\x05f\xd4\xa39LK\xc0\xb7\xa2'), '\x64' + chr(0b111100 + 0o51) + chr(99) + '\x6f' + '\144' + chr(2666 - 2565))(chr(117) + chr(0b1011011 + 0o31) + chr(0b1100110) + chr(1790 - 1745) + '\x38')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\x024F\xc4\xa2nR:\xd1\xad\xa9'), '\144' + chr(101) + chr(4527 - 4428) + chr(0b1101111) + chr(0b1100100) + chr(7069 - 6968))('\x75' + chr(0b1010 + 0o152) + '\x66' + chr(737 - 692) + chr(490 - 434))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x0b3e\xf7\x8bJ&5\xdf\x96\xa1'), chr(0b111 + 0o135) + chr(7383 - 7282) + '\x63' + chr(0b1101111) + chr(921 - 821) + chr(0b1100101))(chr(3386 - 3269) + chr(6882 - 6766) + chr(0b1100110) + chr(45) + chr(56)))))
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\x015l\xea\x83bh'), chr(100) + chr(529 - 428) + '\143' + '\157' + '\x64' + '\x65')(chr(0b1100110 + 0o17) + chr(3021 - 2905) + chr(102) + '\x2d' + chr(0b111000)))(Pru2KYdItXfz)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_metrics.py
|
TrainerMetrics.write_training_metrics
|
def write_training_metrics(self):
"""
Write Training Metrics to CSV
"""
with open(self.path, 'w') as file:
writer = csv.writer(file)
writer.writerow(FIELD_NAMES)
for row in self.rows:
writer.writerow(row)
|
python
|
def write_training_metrics(self):
"""
Write Training Metrics to CSV
"""
with open(self.path, 'w') as file:
writer = csv.writer(file)
writer.writerow(FIELD_NAMES)
for row in self.rows:
writer.writerow(row)
|
[
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"write_training_metrics",
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")",
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"with",
"open",
"(",
"self",
".",
"path",
",",
"'w'",
")",
"as",
"file",
":",
"writer",
"=",
"csv",
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"writer",
"(",
"file",
")",
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"writerow",
"(",
"FIELD_NAMES",
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"row",
"in",
"self",
".",
"rows",
":",
"writer",
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"writerow",
"(",
"row",
")"
] |
Write Training Metrics to CSV
|
[
"Write",
"Training",
"Metrics",
"to",
"CSV"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_metrics.py#L99-L107
|
train
|
Writes Training Metrics to CSV file.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(49) + chr(55) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(718 - 670) + chr(0b1101111) + '\065' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\065' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1665 - 1617) + chr(0b101110 + 0o101) + chr(1236 - 1186) + chr(0b110100) + chr(0b110000), 64616 - 64608), ehT0Px3KOsy9(chr(1017 - 969) + chr(2007 - 1896) + chr(0b110010) + chr(1873 - 1823) + chr(0b10111 + 0o34), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b100101 + 0o21) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + chr(50) + '\067' + chr(0b111 + 0o56), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x33' + chr(817 - 765), ord("\x08")), ehT0Px3KOsy9(chr(2246 - 2198) + chr(111) + chr(2473 - 2418) + chr(675 - 627), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + chr(0b1110 + 0o43) + chr(54) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + '\063', 0o10), ehT0Px3KOsy9(chr(1079 - 1031) + '\x6f' + chr(51) + chr(0b110011 + 0o0) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(691 - 643) + chr(0b1011011 + 0o24) + chr(2045 - 1995) + chr(0b10010 + 0o42) + chr(2418 - 2363), 18996 - 18988), ehT0Px3KOsy9(chr(48) + chr(9422 - 9311) + chr(1758 - 1704) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(50) + chr(0b10111 + 0o35), 42399 - 42391), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b1110 + 0o43) + chr(0b100110 + 0o21) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101010 + 0o105) + '\063' + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2191 - 2140) + '\066' + chr(0b110110), 60819 - 60811), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100011 + 0o17) + chr(52) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(54) + chr(1821 - 1773), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(0b110010 + 0o1) + '\064', 50625 - 50617), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1010 + 0o52) + chr(0b11 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1167 - 1118) + chr(242 - 193) + chr(0b100101 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(2606 - 2553) + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(8176 - 8065) + chr(0b110010) + '\x32' + chr(0b101001 + 0o11), 340 - 332), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101010 + 0o7) + chr(52) + '\067', 54332 - 54324), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x36' + '\066', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\060' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(995 - 946) + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6271 - 6160) + chr(51) + chr(0b1 + 0o57) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x35', 0o10), ehT0Px3KOsy9(chr(461 - 413) + chr(0b1001001 + 0o46) + chr(0b10100 + 0o42) + chr(0b1 + 0o61), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b10111 + 0o40) + chr(53), 8), ehT0Px3KOsy9(chr(248 - 200) + chr(0b1101111) + chr(0b110011) + '\067' + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2095 - 2045) + chr(0b110001) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1 + 0o61) + '\060' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x30' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1482 - 1434) + chr(111) + '\062' + chr(0b110010) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1001010 + 0o45) + '\062' + '\061' + '\x32', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(2034 - 1923) + chr(134 - 81) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + '\x64' + chr(7114 - 7013))(chr(0b1110101) + chr(10805 - 10689) + '\x66' + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oPaVAl5ngoBM(oVre8I6UXc3b):
with _fwkIVCGgtAN(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\tL\x1d\xc8'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + chr(0b10011 + 0o121) + chr(4475 - 4374))('\165' + '\164' + chr(8814 - 8712) + '\055' + chr(0b1100 + 0o54))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), chr(0b11111 + 0o105) + chr(0b1100101) + chr(99) + '\157' + '\144' + chr(4449 - 4348))('\x75' + chr(0b1000111 + 0o55) + '\x66' + chr(45) + chr(56))) as sHThYHEt4PLu:
AkL2ZqopDgiR = CU5kosqFIwDx.AkL2ZqopDgiR(sHThYHEt4PLu)
xafqLlk3kkUe(AkL2ZqopDgiR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e_\x00\xd4\xf6\x07\xd2\xeb'), '\144' + chr(3524 - 3423) + chr(0b10000 + 0o123) + chr(111) + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(3555 - 3453) + '\055' + chr(843 - 787)))(QPzd3G4H9FAf)
for TAK9K32TkBdA in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0bB\x1e\xd3'), '\144' + chr(101) + chr(6472 - 6373) + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(0b1110100) + chr(7131 - 7029) + chr(0b100010 + 0o13) + chr(0b1011 + 0o55))):
xafqLlk3kkUe(AkL2ZqopDgiR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e_\x00\xd4\xf6\x07\xd2\xeb'), '\x64' + chr(946 - 845) + '\x63' + chr(0b110110 + 0o71) + chr(100) + chr(101))('\165' + chr(13175 - 13059) + chr(102) + chr(45) + chr(56)))(TAK9K32TkBdA)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/models.py
|
PPOModel.create_reward_encoder
|
def create_reward_encoder():
"""Creates TF ops to track and increment recent average cumulative reward."""
last_reward = tf.Variable(0, name="last_reward", trainable=False, dtype=tf.float32)
new_reward = tf.placeholder(shape=[], dtype=tf.float32, name='new_reward')
update_reward = tf.assign(last_reward, new_reward)
return last_reward, new_reward, update_reward
|
python
|
def create_reward_encoder():
"""Creates TF ops to track and increment recent average cumulative reward."""
last_reward = tf.Variable(0, name="last_reward", trainable=False, dtype=tf.float32)
new_reward = tf.placeholder(shape=[], dtype=tf.float32, name='new_reward')
update_reward = tf.assign(last_reward, new_reward)
return last_reward, new_reward, update_reward
|
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] |
Creates TF ops to track and increment recent average cumulative reward.
|
[
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"recent",
"average",
"cumulative",
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"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/models.py#L49-L54
|
train
|
Creates TF ops to track and increment recent average cumulative reward.
|
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(0b10101 + 0o132) + '\x32' + chr(1116 - 1065) + chr(48), 24277 - 24269), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2202 - 2150), 0b1000), ehT0Px3KOsy9(chr(624 - 576) + chr(111) + chr(49) + chr(0b110101) + chr(0b0 + 0o64), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100101 + 0o16) + chr(54) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\064' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(166 - 55) + '\x31' + chr(1707 - 1655) + chr(213 - 160), 36930 - 36922), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101000 + 0o11) + '\x33' + chr(0b100111 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(998 - 950) + chr(2506 - 2395) + '\062' + chr(1576 - 1526), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(0b1010 + 0o47) + '\060' + chr(2422 - 2372), 58098 - 58090), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\064' + '\061', 719 - 711), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110001) + chr(0b11000 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9121 - 9010) + chr(0b110010) + chr(691 - 639) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x32' + chr(1666 - 1617), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\061' + chr(0b10011 + 0o35) + chr(2194 - 2141), 39459 - 39451), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(753 - 703) + chr(0b1011 + 0o53) + chr(1081 - 1028), 58354 - 58346), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(0b110001) + chr(1742 - 1688) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x34' + chr(0b1011 + 0o51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\x34' + chr(776 - 728), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(49) + chr(161 - 112) + chr(1834 - 1783), 0b1000), ehT0Px3KOsy9(chr(1561 - 1513) + '\157' + chr(0b100100 + 0o16) + chr(0b10110 + 0o33) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x35' + '\063', 34858 - 34850), ehT0Px3KOsy9('\060' + '\x6f' + chr(99 - 48) + chr(0b101100 + 0o5) + chr(50), 53074 - 53066), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\x37' + chr(2136 - 2084), 35974 - 35966), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010 + 0o0) + chr(0b110100), 12818 - 12810), ehT0Px3KOsy9('\060' + chr(9362 - 9251) + chr(2062 - 2012) + chr(48) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + '\062' + chr(0b110101), 10709 - 10701), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(55) + chr(55), 25208 - 25200), ehT0Px3KOsy9(chr(855 - 807) + chr(111) + chr(1613 - 1562) + '\x34' + chr(977 - 926), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + '\061' + chr(50) + chr(2326 - 2275), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b11101 + 0o122) + chr(2602 - 2549) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1387 - 1339) + chr(111) + chr(729 - 675) + '\x37', 12352 - 12344), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(302 - 250) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10011 + 0o37) + chr(52) + chr(0b110100), 8), ehT0Px3KOsy9(chr(1293 - 1245) + chr(111) + '\x33' + '\x34' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b11111 + 0o22) + chr(0b11101 + 0o24), 58576 - 58568), ehT0Px3KOsy9(chr(1905 - 1857) + '\x6f' + '\x31' + '\x33' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(11297 - 11186) + chr(0b110000 + 0o1) + '\x34' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b11 + 0o56) + '\065', 8), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(0b110010) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(10315 - 10204) + chr(49) + chr(0b110100) + chr(0b110110), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(3077 - 2966) + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6'), chr(0b100111 + 0o75) + chr(0b1010000 + 0o25) + '\x63' + chr(0b1101111) + chr(7445 - 7345) + chr(9286 - 9185))('\x75' + '\x74' + chr(102) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jIC3SSQ1CqJD():
TiLK4YacVnnS = IDJ2eXGCBCDu.Variable(ehT0Px3KOsy9(chr(48) + chr(11943 - 11832) + '\060', 0b1000), name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4e\x1f\x83\x7f\x17;e#\xd3\xaf'), '\144' + '\x65' + chr(8225 - 8126) + chr(4521 - 4410) + chr(0b1100100) + '\x65')(chr(0b111011 + 0o72) + chr(0b10 + 0o162) + chr(9957 - 9855) + '\055' + chr(0b10110 + 0o42)), trainable=ehT0Px3KOsy9(chr(831 - 783) + chr(111) + chr(622 - 574), 8), dtype=IDJ2eXGCBCDu.float32)
DqS0KY84MKzU = IDJ2eXGCBCDu.placeholder(shape=[], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6a\x1b\xa8R\x00)s0\xc5'), chr(1134 - 1034) + chr(0b1001000 + 0o35) + chr(99) + '\x6f' + chr(0b1011 + 0o131) + chr(101))('\165' + chr(116) + chr(102) + chr(1184 - 1139) + '\070'))
o2CDFXI80hNX = IDJ2eXGCBCDu.assign(TiLK4YacVnnS, DqS0KY84MKzU)
return (TiLK4YacVnnS, DqS0KY84MKzU, o2CDFXI80hNX)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/models.py
|
PPOModel.create_curiosity_encoders
|
def create_curiosity_encoders(self):
"""
Creates state encoders for current and future observations.
Used for implementation of Curiosity-driven Exploration by Self-supervised Prediction
See https://arxiv.org/abs/1705.05363 for more details.
:return: current and future state encoder tensors.
"""
encoded_state_list = []
encoded_next_state_list = []
if self.vis_obs_size > 0:
self.next_visual_in = []
visual_encoders = []
next_visual_encoders = []
for i in range(self.vis_obs_size):
# Create input ops for next (t+1) visual observations.
next_visual_input = self.create_visual_input(self.brain.camera_resolutions[i],
name="next_visual_observation_" + str(i))
self.next_visual_in.append(next_visual_input)
# Create the encoder ops for current and next visual input. Not that these encoders are siamese.
encoded_visual = self.create_visual_observation_encoder(self.visual_in[i], self.curiosity_enc_size,
self.swish, 1, "stream_{}_visual_obs_encoder"
.format(i), False)
encoded_next_visual = self.create_visual_observation_encoder(self.next_visual_in[i],
self.curiosity_enc_size,
self.swish, 1,
"stream_{}_visual_obs_encoder".format(i),
True)
visual_encoders.append(encoded_visual)
next_visual_encoders.append(encoded_next_visual)
hidden_visual = tf.concat(visual_encoders, axis=1)
hidden_next_visual = tf.concat(next_visual_encoders, axis=1)
encoded_state_list.append(hidden_visual)
encoded_next_state_list.append(hidden_next_visual)
if self.vec_obs_size > 0:
# Create the encoder ops for current and next vector input. Not that these encoders are siamese.
# Create input op for next (t+1) vector observation.
self.next_vector_in = tf.placeholder(shape=[None, self.vec_obs_size], dtype=tf.float32,
name='next_vector_observation')
encoded_vector_obs = self.create_vector_observation_encoder(self.vector_in,
self.curiosity_enc_size,
self.swish, 2, "vector_obs_encoder",
False)
encoded_next_vector_obs = self.create_vector_observation_encoder(self.next_vector_in,
self.curiosity_enc_size,
self.swish, 2,
"vector_obs_encoder",
True)
encoded_state_list.append(encoded_vector_obs)
encoded_next_state_list.append(encoded_next_vector_obs)
encoded_state = tf.concat(encoded_state_list, axis=1)
encoded_next_state = tf.concat(encoded_next_state_list, axis=1)
return encoded_state, encoded_next_state
|
python
|
def create_curiosity_encoders(self):
"""
Creates state encoders for current and future observations.
Used for implementation of Curiosity-driven Exploration by Self-supervised Prediction
See https://arxiv.org/abs/1705.05363 for more details.
:return: current and future state encoder tensors.
"""
encoded_state_list = []
encoded_next_state_list = []
if self.vis_obs_size > 0:
self.next_visual_in = []
visual_encoders = []
next_visual_encoders = []
for i in range(self.vis_obs_size):
# Create input ops for next (t+1) visual observations.
next_visual_input = self.create_visual_input(self.brain.camera_resolutions[i],
name="next_visual_observation_" + str(i))
self.next_visual_in.append(next_visual_input)
# Create the encoder ops for current and next visual input. Not that these encoders are siamese.
encoded_visual = self.create_visual_observation_encoder(self.visual_in[i], self.curiosity_enc_size,
self.swish, 1, "stream_{}_visual_obs_encoder"
.format(i), False)
encoded_next_visual = self.create_visual_observation_encoder(self.next_visual_in[i],
self.curiosity_enc_size,
self.swish, 1,
"stream_{}_visual_obs_encoder".format(i),
True)
visual_encoders.append(encoded_visual)
next_visual_encoders.append(encoded_next_visual)
hidden_visual = tf.concat(visual_encoders, axis=1)
hidden_next_visual = tf.concat(next_visual_encoders, axis=1)
encoded_state_list.append(hidden_visual)
encoded_next_state_list.append(hidden_next_visual)
if self.vec_obs_size > 0:
# Create the encoder ops for current and next vector input. Not that these encoders are siamese.
# Create input op for next (t+1) vector observation.
self.next_vector_in = tf.placeholder(shape=[None, self.vec_obs_size], dtype=tf.float32,
name='next_vector_observation')
encoded_vector_obs = self.create_vector_observation_encoder(self.vector_in,
self.curiosity_enc_size,
self.swish, 2, "vector_obs_encoder",
False)
encoded_next_vector_obs = self.create_vector_observation_encoder(self.next_vector_in,
self.curiosity_enc_size,
self.swish, 2,
"vector_obs_encoder",
True)
encoded_state_list.append(encoded_vector_obs)
encoded_next_state_list.append(encoded_next_vector_obs)
encoded_state = tf.concat(encoded_state_list, axis=1)
encoded_next_state = tf.concat(encoded_next_state_list, axis=1)
return encoded_state, encoded_next_state
|
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] |
Creates state encoders for current and future observations.
Used for implementation of Curiosity-driven Exploration by Self-supervised Prediction
See https://arxiv.org/abs/1705.05363 for more details.
:return: current and future state encoder tensors.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/models.py#L56-L114
|
train
|
Creates state encoders for current and future observations.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(1712 - 1662) + '\064' + chr(0b1010 + 0o50), 19438 - 19430), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b10101 + 0o42) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(5859 - 5748) + chr(819 - 770) + chr(0b11110 + 0o25) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11518 - 11407) + '\x32' + chr(0b101101 + 0o12) + chr(786 - 736), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(51) + chr(0b1010 + 0o54) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(0b11100 + 0o25) + '\x36' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + chr(49) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(50) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(404 - 352) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(6069 - 5958) + '\x32' + chr(52) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010 + 0o1) + chr(0b101110 + 0o4), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4271 - 4160) + chr(0b110001) + '\x32' + '\x32', 8), ehT0Px3KOsy9(chr(2062 - 2014) + '\157' + chr(49) + chr(2211 - 2163) + chr(2749 - 2696), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2195 - 2084) + chr(2112 - 2062) + '\067' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(49) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\x36' + chr(0b1010 + 0o50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x35' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(2034 - 1986) + '\157' + chr(1929 - 1876) + chr(0b101010 + 0o10), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(641 - 593) + chr(0b1001101 + 0o42) + chr(138 - 88) + '\066' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10100 + 0o35) + chr(0b11001 + 0o27), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(0b1000 + 0o53) + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b100010 + 0o21) + chr(2303 - 2253), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\066' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\065', 41120 - 41112), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(0b110010) + chr(0b110001 + 0o6) + chr(0b10001 + 0o41), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(135 - 80) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + '\063' + chr(0b110001) + chr(0b1 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + '\062', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\060' + '\061', 0b1000), ehT0Px3KOsy9(chr(96 - 48) + '\x6f' + chr(667 - 618) + chr(55) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110110) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + '\x31' + chr(0b1101 + 0o52) + chr(0b110010), 47014 - 47006), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(51) + chr(1585 - 1531), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x34' + '\x37', 0o10), ehT0Px3KOsy9(chr(1523 - 1475) + '\x6f' + chr(0b110010) + '\065' + '\062', 0o10), ehT0Px3KOsy9(chr(2299 - 2251) + chr(0b1101111) + chr(1013 - 964) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1011 + 0o144) + chr(0b110010) + chr(0b110110) + chr(0b110001), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(834 - 786) + chr(111) + chr(1782 - 1729) + chr(1268 - 1220), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c'), chr(100) + chr(6125 - 6024) + chr(7930 - 7831) + '\157' + chr(0b1000010 + 0o42) + chr(0b10101 + 0o120))(chr(0b111101 + 0o70) + chr(0b1110100) + chr(0b110 + 0o140) + chr(0b11 + 0o52) + chr(563 - 507)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def B3DF1KxHDtYA(oVre8I6UXc3b):
GDVoqM5HTjHn = []
TiG02NVboTAj = []
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\x97(\xe5\x99\x17{\r\xd2~\xdb\x7f'), chr(0b1100100) + '\145' + chr(99) + chr(7388 - 7277) + '\x64' + chr(0b1100101))('\x75' + '\164' + chr(693 - 591) + '\x2d' + chr(1181 - 1125))) > ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(647 - 599), 43789 - 43781):
oVre8I6UXc3b.aVErc7468ow9 = []
xxbyn5vVB2NM = []
hKqgbvTh28G8 = []
for WVxHKyX45z_L in vQr8gNKaIaWE(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\x97(\xe5\x99\x17{\r\xd2~\xdb\x7f'), chr(0b1011011 + 0o11) + chr(0b1100101) + chr(0b110 + 0o135) + '\157' + chr(100) + '\x65')(chr(117) + chr(0b110100 + 0o100) + '\x66' + '\055' + '\x38'))):
T37de7yQSCpP = oVre8I6UXc3b.create_visual_input(oVre8I6UXc3b.brain.camera_resolutions[WVxHKyX45z_L], name=xafqLlk3kkUe(SXOLrMavuUCe(b"\xcc\x9b#\xce\xa9\x03a!\xd4v\xcdE='\xca)\x80\x9eKp\xdcg\x83\x05"), chr(0b1100100) + chr(101) + chr(129 - 30) + chr(111) + chr(0b110 + 0o136) + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000)) + M8_cKLkHVB2V(WVxHKyX45z_L))
xafqLlk3kkUe(oVre8I6UXc3b.next_visual_in, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x8e+\xdf\x98\x11'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))(chr(117) + chr(6915 - 6799) + '\146' + '\x2d' + chr(0b111000)))(T37de7yQSCpP)
aAV9vEtOo4OL = oVre8I6UXc3b.create_visual_observation_encoder(oVre8I6UXc3b.visual_in[WVxHKyX45z_L], oVre8I6UXc3b.curiosity_enc_size, oVre8I6UXc3b.swish, ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(49), 51068 - 51060), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\x8a)\xdf\x97\x18W)\xdcH\xd7s!0\xd8 \xad\x87Hw\xeam\x839]a\xdf\xcc'), chr(0b1100100) + chr(0b1010111 + 0o16) + chr(4231 - 4132) + '\157' + '\144' + chr(0b101110 + 0o67))(chr(9966 - 9849) + chr(0b1110100) + chr(0b1001111 + 0o27) + chr(1455 - 1410) + chr(0b10001 + 0o47)).format(WVxHKyX45z_L), ehT0Px3KOsy9('\x30' + chr(7150 - 7039) + chr(48), 8))
wWHD8QvJv4z1 = oVre8I6UXc3b.create_visual_observation_encoder(oVre8I6UXc3b.aVErc7468ow9[WVxHKyX45z_L], oVre8I6UXc3b.curiosity_enc_size, oVre8I6UXc3b.swish, ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b11111 + 0o120) + '\x31', 8), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\x8a)\xdf\x97\x18W)\xdcH\xd7s!0\xd8 \xad\x87Hw\xeam\x839]a\xdf\xcc'), chr(100) + chr(0b1100101) + chr(0b10000 + 0o123) + '\x6f' + chr(100) + '\x65')('\x75' + chr(116) + chr(0b1100110) + '\x2d' + '\x38').format(WVxHKyX45z_L), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + '\061', 8))
xafqLlk3kkUe(xxbyn5vVB2NM, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x8e+\xdf\x98\x11'), '\x64' + chr(1243 - 1142) + '\143' + chr(0b1101111) + chr(100) + '\145')(chr(117) + chr(0b1011100 + 0o30) + '\x66' + chr(1625 - 1580) + chr(0b110001 + 0o7)))(aAV9vEtOo4OL)
xafqLlk3kkUe(hKqgbvTh28G8, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x8e+\xdf\x98\x11'), '\x64' + chr(5547 - 5446) + chr(8440 - 8341) + chr(0b1011 + 0o144) + chr(100) + '\x65')(chr(117) + '\164' + chr(9290 - 9188) + '\055' + chr(56)))(wWHD8QvJv4z1)
GVp3cYT_6Z7X = IDJ2eXGCBCDu.concat(xxbyn5vVB2NM, axis=ehT0Px3KOsy9('\060' + chr(111) + chr(49), 8))
uZPZY_OxJxbL = IDJ2eXGCBCDu.concat(hKqgbvTh28G8, axis=ehT0Px3KOsy9(chr(1352 - 1304) + chr(8950 - 8839) + '\x31', 8))
xafqLlk3kkUe(GDVoqM5HTjHn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x8e+\xdf\x98\x11'), chr(0b10011 + 0o121) + chr(0b1100101) + chr(1264 - 1165) + '\157' + '\x64' + chr(0b1100101))(chr(7503 - 7386) + '\164' + chr(0b1100110) + '\x2d' + chr(56)))(GVp3cYT_6Z7X)
xafqLlk3kkUe(TiG02NVboTAj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x8e+\xdf\x98\x11'), '\x64' + '\145' + chr(997 - 898) + chr(0b1101111) + chr(0b1100100) + chr(0b1000101 + 0o40))(chr(0b111001 + 0o74) + chr(0b1110100) + '\146' + chr(0b11101 + 0o20) + chr(56)))(uZPZY_OxJxbL)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\x9b8\xe5\x99\x17{\r\xd2~\xdb\x7f'), chr(100) + chr(5798 - 5697) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b11101 + 0o110))(chr(0b100001 + 0o124) + '\164' + '\146' + chr(225 - 180) + chr(2110 - 2054))) > ehT0Px3KOsy9(chr(551 - 503) + chr(0b1000100 + 0o53) + chr(48), 8):
oVre8I6UXc3b.CXxuwl3izUXS = IDJ2eXGCBCDu.placeholder(shape=[None, oVre8I6UXc3b.vec_obs_size], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b"\xcc\x9b#\xce\xa9\x03m1\xd5x\xd3E='\xca)\x80\x9eKp\xdcg\x83"), chr(0b1000100 + 0o40) + chr(428 - 327) + chr(743 - 644) + chr(111) + chr(0b1100100) + chr(5393 - 5292))(chr(0b1110101) + chr(10100 - 9984) + chr(0b1100110) + '\x2d' + chr(56)))
Hj4M8qkekR9B = oVre8I6UXc3b.create_vector_observation_encoder(oVre8I6UXc3b.vector_in, oVre8I6UXc3b.curiosity_enc_size, oVre8I6UXc3b.swish, ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2221 - 2171), ord("\x08")), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\x9b8\xce\x99\x07W=\xc3d\xfe\x7f<&\xd6(\x97\x9a'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + chr(5647 - 5547) + '\x65')('\x75' + '\164' + '\x66' + '\055' + '\070'), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x30', 8))
FYs6CaO2OziV = oVre8I6UXc3b.create_vector_observation_encoder(oVre8I6UXc3b.CXxuwl3izUXS, oVre8I6UXc3b.curiosity_enc_size, oVre8I6UXc3b.swish, ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b110010 + 0o75) + '\x32', 8), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\x9b8\xce\x99\x07W=\xc3d\xfe\x7f<&\xd6(\x97\x9a'), chr(0b1100100) + chr(8615 - 8514) + chr(0b1100011) + chr(0b1001100 + 0o43) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(732 - 687) + chr(0b111 + 0o61)), ehT0Px3KOsy9(chr(675 - 627) + chr(8962 - 8851) + '\x31', 8))
xafqLlk3kkUe(GDVoqM5HTjHn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x8e+\xdf\x98\x11'), chr(6474 - 6374) + chr(101) + chr(99) + chr(0b1101111) + '\x64' + chr(0b1100101))('\165' + chr(0b100 + 0o160) + chr(0b100011 + 0o103) + '\055' + chr(0b111000)))(Hj4M8qkekR9B)
xafqLlk3kkUe(TiG02NVboTAj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x8e+\xdf\x98\x11'), chr(0b1000110 + 0o36) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b11011 + 0o112))(chr(0b1110101) + chr(116) + '\146' + '\x2d' + chr(56)))(FYs6CaO2OziV)
fcpT7ZAuuw0Z = IDJ2eXGCBCDu.concat(GDVoqM5HTjHn, axis=ehT0Px3KOsy9(chr(48) + chr(1124 - 1013) + '\x31', 8))
EEneqzBRdFbn = IDJ2eXGCBCDu.concat(TiG02NVboTAj, axis=ehT0Px3KOsy9(chr(0b110000) + chr(10637 - 10526) + '\061', 8))
return (fcpT7ZAuuw0Z, EEneqzBRdFbn)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/models.py
|
PPOModel.create_inverse_model
|
def create_inverse_model(self, encoded_state, encoded_next_state):
"""
Creates inverse model TensorFlow ops for Curiosity module.
Predicts action taken given current and future encoded states.
:param encoded_state: Tensor corresponding to encoded current state.
:param encoded_next_state: Tensor corresponding to encoded next state.
"""
combined_input = tf.concat([encoded_state, encoded_next_state], axis=1)
hidden = tf.layers.dense(combined_input, 256, activation=self.swish)
if self.brain.vector_action_space_type == "continuous":
pred_action = tf.layers.dense(hidden, self.act_size[0], activation=None)
squared_difference = tf.reduce_sum(tf.squared_difference(pred_action, self.selected_actions), axis=1)
self.inverse_loss = tf.reduce_mean(tf.dynamic_partition(squared_difference, self.mask, 2)[1])
else:
pred_action = tf.concat(
[tf.layers.dense(hidden, self.act_size[i], activation=tf.nn.softmax)
for i in range(len(self.act_size))], axis=1)
cross_entropy = tf.reduce_sum(-tf.log(pred_action + 1e-10) * self.selected_actions, axis=1)
self.inverse_loss = tf.reduce_mean(tf.dynamic_partition(cross_entropy, self.mask, 2)[1])
|
python
|
def create_inverse_model(self, encoded_state, encoded_next_state):
"""
Creates inverse model TensorFlow ops for Curiosity module.
Predicts action taken given current and future encoded states.
:param encoded_state: Tensor corresponding to encoded current state.
:param encoded_next_state: Tensor corresponding to encoded next state.
"""
combined_input = tf.concat([encoded_state, encoded_next_state], axis=1)
hidden = tf.layers.dense(combined_input, 256, activation=self.swish)
if self.brain.vector_action_space_type == "continuous":
pred_action = tf.layers.dense(hidden, self.act_size[0], activation=None)
squared_difference = tf.reduce_sum(tf.squared_difference(pred_action, self.selected_actions), axis=1)
self.inverse_loss = tf.reduce_mean(tf.dynamic_partition(squared_difference, self.mask, 2)[1])
else:
pred_action = tf.concat(
[tf.layers.dense(hidden, self.act_size[i], activation=tf.nn.softmax)
for i in range(len(self.act_size))], axis=1)
cross_entropy = tf.reduce_sum(-tf.log(pred_action + 1e-10) * self.selected_actions, axis=1)
self.inverse_loss = tf.reduce_mean(tf.dynamic_partition(cross_entropy, self.mask, 2)[1])
|
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] |
Creates inverse model TensorFlow ops for Curiosity module.
Predicts action taken given current and future encoded states.
:param encoded_state: Tensor corresponding to encoded current state.
:param encoded_next_state: Tensor corresponding to encoded next state.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/models.py#L116-L134
|
train
|
Creates inverse model TensorFlow ops for Curiosity module.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b110001) + chr(0b1111 + 0o42), 5253 - 5245), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(646 - 595) + chr(0b110100) + chr(0b110100 + 0o2), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111010 + 0o65) + chr(51) + chr(0b10100 + 0o35) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1047 - 999) + chr(9275 - 9164) + chr(51) + '\063' + '\064', 40484 - 40476), ehT0Px3KOsy9(chr(1567 - 1519) + chr(0b1101111) + '\x33' + chr(1621 - 1570), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101110 + 0o1) + chr(0b110001) + chr(0b11110 + 0o31) + chr(52), 37850 - 37842), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(5472 - 5361) + '\x32' + chr(0b100111 + 0o16) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110011) + chr(0b101100 + 0o10), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + chr(0b110011) + chr(443 - 392) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(1296 - 1247) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(52) + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(49) + chr(0b100100 + 0o14) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b101100 + 0o103) + chr(1443 - 1393) + '\062' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1100101 + 0o12) + '\063' + '\x33' + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(51), 42954 - 42946), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110 + 0o54) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(1735 - 1682) + '\x31', 52426 - 52418), ehT0Px3KOsy9(chr(1509 - 1461) + chr(0b1101111) + '\x37' + chr(1223 - 1174), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1789 - 1737), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100101 + 0o20), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3342 - 3231) + chr(1440 - 1390) + '\066' + chr(1744 - 1692), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(888 - 838) + '\x37' + '\x34', 11527 - 11519), ehT0Px3KOsy9(chr(1919 - 1871) + chr(0b1101111) + chr(54) + '\065', 2021 - 2013), ehT0Px3KOsy9(chr(703 - 655) + chr(0b1000010 + 0o55) + '\061' + '\x36' + chr(0b10010 + 0o45), 38582 - 38574), ehT0Px3KOsy9('\x30' + chr(111) + chr(908 - 855) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1931 - 1882) + chr(51) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11031 - 10920) + chr(51) + chr(0b110010) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(65 - 16) + '\062' + chr(0b100110 + 0o15), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(49) + '\x37' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110001) + '\x35', 0b1000), ehT0Px3KOsy9(chr(836 - 788) + chr(0b1101111) + chr(298 - 249) + chr(516 - 466) + '\061', 0b1000), ehT0Px3KOsy9(chr(453 - 405) + chr(0b1101111) + chr(1796 - 1745) + chr(0b110000) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b110110) + chr(2265 - 2215), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(0b110010) + chr(0b11 + 0o62) + chr(903 - 854), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(2351 - 2301) + chr(51), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o20) + chr(0b110001 + 0o3) + chr(980 - 927), 0o10), ehT0Px3KOsy9('\x30' + chr(5159 - 5048) + chr(0b101111 + 0o5) + '\x30', 13019 - 13011), ehT0Px3KOsy9('\060' + chr(0b110000 + 0o77) + chr(0b110010) + chr(48) + '\061', 24678 - 24670), ehT0Px3KOsy9(chr(1392 - 1344) + chr(111) + '\062' + '\x35' + chr(543 - 492), 0b1000), ehT0Px3KOsy9(chr(566 - 518) + chr(11558 - 11447) + chr(0b110011) + chr(0b110001 + 0o4), 24061 - 24053)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7'), '\144' + chr(8609 - 8508) + chr(0b100011 + 0o100) + '\x6f' + chr(0b111010 + 0o52) + chr(7088 - 6987))('\165' + chr(116) + chr(0b11 + 0o143) + chr(0b101101 + 0o0) + chr(3032 - 2976)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hduTTL1QsQ0f(oVre8I6UXc3b, fcpT7ZAuuw0Z, EEneqzBRdFbn):
PDWFnRzPamYi = IDJ2eXGCBCDu.concat([fcpT7ZAuuw0Z, EEneqzBRdFbn], axis=ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001), 0o10))
CknQN6tef5sc = IDJ2eXGCBCDu.layers.dense(PDWFnRzPamYi, ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1110 + 0o46) + '\060' + chr(0b110000), 28479 - 28471), activation=oVre8I6UXc3b.swish)
if xafqLlk3kkUe(oVre8I6UXc3b.brain, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x83\xac\xa8t\x0e\xf5\xfd\xbc\xfa\xc8*\xfd\x82`d\x88ZaZ\xc0\xc5E\x12'), chr(0b101011 + 0o71) + chr(0b111100 + 0o51) + chr(0b1100011) + '\x6f' + chr(7419 - 7319) + chr(4882 - 4781))(chr(0b1110101) + chr(0b111010 + 0o72) + chr(102) + chr(0b101101) + chr(56))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x89\xa1\xa8r\x12\xdf\xf3\xaa\xfd'), chr(100) + chr(4993 - 4892) + chr(99) + '\157' + chr(0b1011001 + 0o13) + '\145')('\x75' + '\x74' + chr(102) + '\x2d' + chr(0b111000)):
NMPr2gIc99ef = IDJ2eXGCBCDu.layers.dense(CknQN6tef5sc, oVre8I6UXc3b.act_size[ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + '\060', 0o10)], activation=None)
YXqbXDiJSzJC = IDJ2eXGCBCDu.reduce_sum(IDJ2eXGCBCDu.squared_difference(NMPr2gIc99ef, oVre8I6UXc3b.selected_actions), axis=ehT0Px3KOsy9(chr(1072 - 1024) + chr(0b1101111) + chr(0b10001 + 0o40), 8))
oVre8I6UXc3b.S3n9dkzZfUJH = IDJ2eXGCBCDu.reduce_mean(IDJ2eXGCBCDu.dynamic_partition(YXqbXDiJSzJC, oVre8I6UXc3b.mask, ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2237 - 2187), ord("\x08")))[ehT0Px3KOsy9('\x30' + chr(111) + chr(2271 - 2222), 8)])
else:
NMPr2gIc99ef = IDJ2eXGCBCDu.concat([IDJ2eXGCBCDu.layers.dense(CknQN6tef5sc, oVre8I6UXc3b.act_size[WVxHKyX45z_L], activation=IDJ2eXGCBCDu.nn.softmax) for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(oVre8I6UXc3b.act_size))], axis=ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100011 + 0o16), 8))
NqAwws_Iy2rK = IDJ2eXGCBCDu.reduce_sum(-IDJ2eXGCBCDu.log(NMPr2gIc99ef + 1e-10) * oVre8I6UXc3b.selected_actions, axis=ehT0Px3KOsy9(chr(1827 - 1779) + chr(0b1101111) + chr(0b101110 + 0o3), 8))
oVre8I6UXc3b.S3n9dkzZfUJH = IDJ2eXGCBCDu.reduce_mean(IDJ2eXGCBCDu.dynamic_partition(NqAwws_Iy2rK, oVre8I6UXc3b.mask, ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010), 8))[ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + '\x31', 8)])
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/models.py
|
PPOModel.create_forward_model
|
def create_forward_model(self, encoded_state, encoded_next_state):
"""
Creates forward model TensorFlow ops for Curiosity module.
Predicts encoded future state based on encoded current state and given action.
:param encoded_state: Tensor corresponding to encoded current state.
:param encoded_next_state: Tensor corresponding to encoded next state.
"""
combined_input = tf.concat([encoded_state, self.selected_actions], axis=1)
hidden = tf.layers.dense(combined_input, 256, activation=self.swish)
# We compare against the concatenation of all observation streams, hence `self.vis_obs_size + int(self.vec_obs_size > 0)`.
pred_next_state = tf.layers.dense(hidden, self.curiosity_enc_size * (self.vis_obs_size + int(self.vec_obs_size > 0)),
activation=None)
squared_difference = 0.5 * tf.reduce_sum(tf.squared_difference(pred_next_state, encoded_next_state), axis=1)
self.intrinsic_reward = tf.clip_by_value(self.curiosity_strength * squared_difference, 0, 1)
self.forward_loss = tf.reduce_mean(tf.dynamic_partition(squared_difference, self.mask, 2)[1])
|
python
|
def create_forward_model(self, encoded_state, encoded_next_state):
"""
Creates forward model TensorFlow ops for Curiosity module.
Predicts encoded future state based on encoded current state and given action.
:param encoded_state: Tensor corresponding to encoded current state.
:param encoded_next_state: Tensor corresponding to encoded next state.
"""
combined_input = tf.concat([encoded_state, self.selected_actions], axis=1)
hidden = tf.layers.dense(combined_input, 256, activation=self.swish)
# We compare against the concatenation of all observation streams, hence `self.vis_obs_size + int(self.vec_obs_size > 0)`.
pred_next_state = tf.layers.dense(hidden, self.curiosity_enc_size * (self.vis_obs_size + int(self.vec_obs_size > 0)),
activation=None)
squared_difference = 0.5 * tf.reduce_sum(tf.squared_difference(pred_next_state, encoded_next_state), axis=1)
self.intrinsic_reward = tf.clip_by_value(self.curiosity_strength * squared_difference, 0, 1)
self.forward_loss = tf.reduce_mean(tf.dynamic_partition(squared_difference, self.mask, 2)[1])
|
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Creates forward model TensorFlow ops for Curiosity module.
Predicts encoded future state based on encoded current state and given action.
:param encoded_state: Tensor corresponding to encoded current state.
:param encoded_next_state: Tensor corresponding to encoded next state.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/models.py#L136-L151
|
train
|
Creates a forward model for Curiosity module.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100011 + 0o20) + '\x32' + chr(538 - 483), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(2377 - 2326) + '\060' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1086 - 1038) + '\x6f' + chr(0b110010) + '\063' + chr(523 - 469), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x37' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(669 - 621) + chr(111) + '\x33' + chr(2687 - 2635) + chr(0b110101), 22887 - 22879), ehT0Px3KOsy9(chr(48) + chr(8966 - 8855) + chr(55) + chr(54), 8), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + '\x33' + '\x37' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010 + 0o1) + chr(2245 - 2193) + chr(0b10000 + 0o46), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110010) + chr(194 - 142), 0o10), ehT0Px3KOsy9('\x30' + chr(7999 - 7888) + '\066' + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1001 + 0o50) + chr(0b10110 + 0o32) + '\061', 34137 - 34129), ehT0Px3KOsy9('\060' + '\x6f' + chr(52) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\065' + chr(600 - 551), 2866 - 2858), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x30' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6096 - 5985) + '\063' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1198 - 1150) + chr(0b1101111) + chr(358 - 307) + chr(0b10001 + 0o41) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1364 - 1314) + chr(0b100100 + 0o16) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(50) + chr(1058 - 1009) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101011 + 0o104) + chr(49) + chr(0b110000) + chr(0b1 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7759 - 7648) + chr(1140 - 1091) + chr(0b11111 + 0o27) + chr(50), 19275 - 19267), ehT0Px3KOsy9(chr(1517 - 1469) + chr(0b1101111) + '\x31' + '\x31' + '\062', 53951 - 53943), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(49) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(5411 - 5300) + chr(809 - 759) + chr(0b1 + 0o66) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x35' + chr(51), 40074 - 40066), ehT0Px3KOsy9(chr(1901 - 1853) + chr(111) + chr(0b10 + 0o60) + chr(0b101101 + 0o10) + chr(0b110110), 49863 - 49855), ehT0Px3KOsy9(chr(1863 - 1815) + '\x6f' + chr(2355 - 2305) + chr(49), 31897 - 31889), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + chr(0b100001 + 0o26) + chr(0b110110), 8), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b100010 + 0o22) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(6022 - 5911) + '\064' + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\x34' + chr(2475 - 2420), 0b1000), ehT0Px3KOsy9('\x30' + chr(10607 - 10496) + chr(0b110010) + chr(0b110000 + 0o0) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4645 - 4534) + '\x33' + chr(0b110001) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101010 + 0o11) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b110110) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(0b101 + 0o56) + chr(1241 - 1188) + '\064', 34786 - 34778), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\064' + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(1784 - 1673) + chr(0b110001) + chr(50) + chr(1091 - 1043), 53373 - 53365), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110010) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1111 + 0o42) + chr(54) + chr(51), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(10444 - 10333) + chr(0b110101) + '\x30', 48079 - 48071)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9'), chr(0b1010011 + 0o21) + '\145' + chr(99) + chr(12048 - 11937) + chr(6415 - 6315) + chr(0b1100101))(chr(1208 - 1091) + chr(116) + '\146' + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YCMyyWepYhhu(oVre8I6UXc3b, fcpT7ZAuuw0Z, EEneqzBRdFbn):
PDWFnRzPamYi = IDJ2eXGCBCDu.concat([fcpT7ZAuuw0Z, oVre8I6UXc3b.selected_actions], axis=ehT0Px3KOsy9(chr(1828 - 1780) + chr(0b1101111) + chr(49), 0o10))
CknQN6tef5sc = IDJ2eXGCBCDu.layers.dense(PDWFnRzPamYi, ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(52) + '\x30' + chr(48), 0b1000), activation=oVre8I6UXc3b.swish)
SMfX9Lft6rwo = IDJ2eXGCBCDu.layers.dense(CknQN6tef5sc, oVre8I6UXc3b.curiosity_enc_size * (oVre8I6UXc3b.vis_obs_size + ehT0Px3KOsy9(oVre8I6UXc3b.vec_obs_size > ehT0Px3KOsy9('\060' + '\157' + '\060', ord("\x08")))), activation=None)
YXqbXDiJSzJC = 0.5 * IDJ2eXGCBCDu.reduce_sum(IDJ2eXGCBCDu.squared_difference(SMfX9Lft6rwo, EEneqzBRdFbn), axis=ehT0Px3KOsy9(chr(2073 - 2025) + chr(0b1101111) + chr(633 - 584), 8))
oVre8I6UXc3b.sz34FGxtazXB = IDJ2eXGCBCDu.clip_by_value(oVre8I6UXc3b.curiosity_strength * YXqbXDiJSzJC, ehT0Px3KOsy9('\060' + '\157' + chr(0b100111 + 0o11), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\061', 8))
oVre8I6UXc3b.Npatl5PazdVT = IDJ2eXGCBCDu.reduce_mean(IDJ2eXGCBCDu.dynamic_partition(YXqbXDiJSzJC, oVre8I6UXc3b.mask, ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + chr(1230 - 1180), 0o10))[ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1101 + 0o44), 8)])
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/models.py
|
PPOModel.create_ppo_optimizer
|
def create_ppo_optimizer(self, probs, old_probs, value, entropy, beta, epsilon, lr, max_step):
"""
Creates training-specific Tensorflow ops for PPO models.
:param probs: Current policy probabilities
:param old_probs: Past policy probabilities
:param value: Current value estimate
:param beta: Entropy regularization strength
:param entropy: Current policy entropy
:param epsilon: Value for policy-divergence threshold
:param lr: Learning rate
:param max_step: Total number of training steps.
"""
self.returns_holder = tf.placeholder(shape=[None], dtype=tf.float32, name='discounted_rewards')
self.advantage = tf.placeholder(shape=[None, 1], dtype=tf.float32, name='advantages')
self.learning_rate = tf.train.polynomial_decay(lr, self.global_step, max_step, 1e-10, power=1.0)
self.old_value = tf.placeholder(shape=[None], dtype=tf.float32, name='old_value_estimates')
decay_epsilon = tf.train.polynomial_decay(epsilon, self.global_step, max_step, 0.1, power=1.0)
decay_beta = tf.train.polynomial_decay(beta, self.global_step, max_step, 1e-5, power=1.0)
optimizer = tf.train.AdamOptimizer(learning_rate=self.learning_rate)
clipped_value_estimate = self.old_value + tf.clip_by_value(tf.reduce_sum(value, axis=1) - self.old_value,
- decay_epsilon, decay_epsilon)
v_opt_a = tf.squared_difference(self.returns_holder, tf.reduce_sum(value, axis=1))
v_opt_b = tf.squared_difference(self.returns_holder, clipped_value_estimate)
self.value_loss = tf.reduce_mean(tf.dynamic_partition(tf.maximum(v_opt_a, v_opt_b), self.mask, 2)[1])
# Here we calculate PPO policy loss. In continuous control this is done independently for each action gaussian
# and then averaged together. This provides significantly better performance than treating the probability
# as an average of probabilities, or as a joint probability.
r_theta = tf.exp(probs - old_probs)
p_opt_a = r_theta * self.advantage
p_opt_b = tf.clip_by_value(r_theta, 1.0 - decay_epsilon, 1.0 + decay_epsilon) * self.advantage
self.policy_loss = -tf.reduce_mean(tf.dynamic_partition(tf.minimum(p_opt_a, p_opt_b), self.mask, 2)[1])
self.loss = self.policy_loss + 0.5 * self.value_loss - decay_beta * tf.reduce_mean(
tf.dynamic_partition(entropy, self.mask, 2)[1])
if self.use_curiosity:
self.loss += 10 * (0.2 * self.forward_loss + 0.8 * self.inverse_loss)
self.update_batch = optimizer.minimize(self.loss)
|
python
|
def create_ppo_optimizer(self, probs, old_probs, value, entropy, beta, epsilon, lr, max_step):
"""
Creates training-specific Tensorflow ops for PPO models.
:param probs: Current policy probabilities
:param old_probs: Past policy probabilities
:param value: Current value estimate
:param beta: Entropy regularization strength
:param entropy: Current policy entropy
:param epsilon: Value for policy-divergence threshold
:param lr: Learning rate
:param max_step: Total number of training steps.
"""
self.returns_holder = tf.placeholder(shape=[None], dtype=tf.float32, name='discounted_rewards')
self.advantage = tf.placeholder(shape=[None, 1], dtype=tf.float32, name='advantages')
self.learning_rate = tf.train.polynomial_decay(lr, self.global_step, max_step, 1e-10, power=1.0)
self.old_value = tf.placeholder(shape=[None], dtype=tf.float32, name='old_value_estimates')
decay_epsilon = tf.train.polynomial_decay(epsilon, self.global_step, max_step, 0.1, power=1.0)
decay_beta = tf.train.polynomial_decay(beta, self.global_step, max_step, 1e-5, power=1.0)
optimizer = tf.train.AdamOptimizer(learning_rate=self.learning_rate)
clipped_value_estimate = self.old_value + tf.clip_by_value(tf.reduce_sum(value, axis=1) - self.old_value,
- decay_epsilon, decay_epsilon)
v_opt_a = tf.squared_difference(self.returns_holder, tf.reduce_sum(value, axis=1))
v_opt_b = tf.squared_difference(self.returns_holder, clipped_value_estimate)
self.value_loss = tf.reduce_mean(tf.dynamic_partition(tf.maximum(v_opt_a, v_opt_b), self.mask, 2)[1])
# Here we calculate PPO policy loss. In continuous control this is done independently for each action gaussian
# and then averaged together. This provides significantly better performance than treating the probability
# as an average of probabilities, or as a joint probability.
r_theta = tf.exp(probs - old_probs)
p_opt_a = r_theta * self.advantage
p_opt_b = tf.clip_by_value(r_theta, 1.0 - decay_epsilon, 1.0 + decay_epsilon) * self.advantage
self.policy_loss = -tf.reduce_mean(tf.dynamic_partition(tf.minimum(p_opt_a, p_opt_b), self.mask, 2)[1])
self.loss = self.policy_loss + 0.5 * self.value_loss - decay_beta * tf.reduce_mean(
tf.dynamic_partition(entropy, self.mask, 2)[1])
if self.use_curiosity:
self.loss += 10 * (0.2 * self.forward_loss + 0.8 * self.inverse_loss)
self.update_batch = optimizer.minimize(self.loss)
|
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:param old_probs: Past policy probabilities
:param value: Current value estimate
:param beta: Entropy regularization strength
:param entropy: Current policy entropy
:param epsilon: Value for policy-divergence threshold
:param lr: Learning rate
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|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/models.py#L153-L195
|
train
|
Creates training - specific Tensorflow ops for PPO models.
|
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) + '\062' + chr(0b1010 + 0o55) + '\062', 58151 - 58143), ehT0Px3KOsy9(chr(0b110000) + chr(4054 - 3943) + chr(51) + chr(0b110010) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(353 - 302) + chr(0b110011) + chr(2366 - 2315), 13832 - 13824), ehT0Px3KOsy9('\060' + '\157' + chr(1897 - 1843) + chr(0b1100 + 0o50), 18309 - 18301), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101011 + 0o7) + '\x33' + chr(765 - 713), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + '\x34' + chr(0b0 + 0o64), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b11001 + 0o35) + chr(0b101110 + 0o11), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1011 + 0o50) + chr(0b100000 + 0o25) + '\x33', 14337 - 14329), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\x33' + chr(0b1101 + 0o46), 8), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(53) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x33' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + '\x37' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(50) + '\065' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b101000 + 0o15) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110111) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(377 - 329) + '\x6f' + chr(0b110110) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x33' + chr(0b110000 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(50) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100110 + 0o15) + '\061' + chr(0b110010 + 0o2), 0b1000), ehT0Px3KOsy9(chr(938 - 890) + '\x6f' + chr(1977 - 1927) + chr(0b110111) + '\x31', 40643 - 40635), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4512 - 4401) + '\063' + '\065' + chr(0b1100 + 0o52), 0o10), ehT0Px3KOsy9('\x30' + chr(4449 - 4338) + '\x33' + chr(0b110101) + '\063', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(131 - 82) + '\060' + chr(0b110110), 27943 - 27935), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\x37', 25577 - 25569), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4291 - 4180) + chr(0b110001) + '\x37' + chr(0b11001 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(385 - 337) + chr(0b11000 + 0o127) + chr(0b110001 + 0o1) + chr(51) + chr(1010 - 959), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1233 - 1181) + chr(1759 - 1710), 0b1000), ehT0Px3KOsy9(chr(89 - 41) + chr(0b101110 + 0o101) + '\062' + chr(0b1001 + 0o53) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x31' + chr(0b101000 + 0o17), 46257 - 46249), ehT0Px3KOsy9(chr(1003 - 955) + '\x6f' + chr(49) + '\064' + '\x34', 56068 - 56060), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b111 + 0o52) + chr(54) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\065' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(50) + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b11000 + 0o35), 13550 - 13542), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(9224 - 9113) + chr(0b110010) + chr(0b1000 + 0o53) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1312 - 1264) + chr(0b1101111) + chr(0b110010) + '\x37' + '\063', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(11259 - 11148) + chr(53) + chr(0b10111 + 0o31), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x94'), '\144' + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))(chr(0b1010111 + 0o36) + chr(13049 - 12933) + chr(5556 - 5454) + chr(45) + chr(0b1 + 0o67)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def yz9CfR952F5S(oVre8I6UXc3b, DbEuFIYg9WeT, D7In5ycemP2c, QmmgWUB13VCJ, odmWyBJVXcJh, FjcovgoHM1LG, Xtig2zAKpR0T, Zzs55KO_HKfp, _qMNZmZG8_bE):
oVre8I6UXc3b.KpL4EfxUtemL = IDJ2eXGCBCDu.placeholder(shape=[None], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xbe\xa8W\xf3Q\x99\x9f\xbe\x88\xc4O\xcek\x88\tP.'), chr(5477 - 5377) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1011010 + 0o33) + chr(5070 - 4954) + chr(8725 - 8623) + chr(0b0 + 0o55) + chr(0b111000)))
oVre8I6UXc3b.GxYzKv1rsin0 = IDJ2eXGCBCDu.placeholder(shape=[None, ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 0o10)], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\xb3\xadU\xf2P\x96\x8c\xbe\x9f'), chr(0b1100100) + chr(6691 - 6590) + '\143' + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(0b1001011 + 0o51) + chr(0b1000001 + 0o45) + chr(0b101101) + chr(821 - 765)))
oVre8I6UXc3b.QGSIpd_yUNzU = IDJ2eXGCBCDu.train.polynomial_decay(Zzs55KO_HKfp, oVre8I6UXc3b.global_step, _qMNZmZG8_bE, 1e-10, power=1.0)
oVre8I6UXc3b.FFKcMTXGv9VK = IDJ2eXGCBCDu.placeholder(shape=[None], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\xbb\xbfk\xeaE\x9b\x9e\xbe\xb3\xfeN\xdfu\x84\x1a@8e'), '\x64' + chr(1061 - 960) + '\143' + chr(111) + '\144' + '\x65')(chr(0b11011 + 0o132) + chr(0b1000111 + 0o55) + '\146' + chr(45) + '\070'))
oIuOl17nis0K = IDJ2eXGCBCDu.train.polynomial_decay(Xtig2zAKpR0T, oVre8I6UXc3b.global_step, _qMNZmZG8_bE, 0.1, power=1.0)
ckvnBlUYn7HN = IDJ2eXGCBCDu.train.polynomial_decay(FjcovgoHM1LG, oVre8I6UXc3b.global_step, _qMNZmZG8_bE, 1e-05, power=1.0)
XdKNcYRObPK3 = IDJ2eXGCBCDu.train.AdamOptimizer(learning_rate=oVre8I6UXc3b.QGSIpd_yUNzU)
hT6LxvcE1X0M = oVre8I6UXc3b.FFKcMTXGv9VK + IDJ2eXGCBCDu.clip_by_value(IDJ2eXGCBCDu.reduce_sum(QmmgWUB13VCJ, axis=ehT0Px3KOsy9('\x30' + chr(2839 - 2728) + chr(1413 - 1364), 8)) - oVre8I6UXc3b.FFKcMTXGv9VK, -oIuOl17nis0K, oIuOl17nis0K)
IbmjDy3hEFfz = IDJ2eXGCBCDu.squared_difference(oVre8I6UXc3b.KpL4EfxUtemL, IDJ2eXGCBCDu.reduce_sum(QmmgWUB13VCJ, axis=ehT0Px3KOsy9(chr(0b110000) + chr(8323 - 8212) + chr(0b110001), 8)))
L7XdwwRTeQnL = IDJ2eXGCBCDu.squared_difference(oVre8I6UXc3b.KpL4EfxUtemL, hT6LxvcE1X0M)
oVre8I6UXc3b.hKeS2yhNpAe2 = IDJ2eXGCBCDu.reduce_mean(IDJ2eXGCBCDu.dynamic_partition(IDJ2eXGCBCDu.maximum(IbmjDy3hEFfz, L7XdwwRTeQnL), oVre8I6UXc3b.mask, ehT0Px3KOsy9('\x30' + chr(4012 - 3901) + chr(0b110010), 0o10))[ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + chr(0b110001), 8)])
eJfF1lBYZdAB = IDJ2eXGCBCDu.exp(DbEuFIYg9WeT - D7In5ycemP2c)
PPZgwEvmkLO1 = eJfF1lBYZdAB * oVre8I6UXc3b.GxYzKv1rsin0
H5dpDnObeeHy = IDJ2eXGCBCDu.clip_by_value(eJfF1lBYZdAB, 1.0 - oIuOl17nis0K, 1.0 + oIuOl17nis0K) * oVre8I6UXc3b.GxYzKv1rsin0
oVre8I6UXc3b.DKqqgDZCf18Y = -IDJ2eXGCBCDu.reduce_mean(IDJ2eXGCBCDu.dynamic_partition(IDJ2eXGCBCDu.minimum(PPZgwEvmkLO1, H5dpDnObeeHy), oVre8I6UXc3b.mask, ehT0Px3KOsy9(chr(1889 - 1841) + '\157' + chr(0b1111 + 0o43), 8))[ehT0Px3KOsy9('\x30' + chr(4953 - 4842) + chr(49), 8)])
oVre8I6UXc3b.YpO0BcZ6fMsf = oVre8I6UXc3b.DKqqgDZCf18Y + 0.5 * oVre8I6UXc3b.hKeS2yhNpAe2 - ckvnBlUYn7HN * IDJ2eXGCBCDu.reduce_mean(IDJ2eXGCBCDu.dynamic_partition(odmWyBJVXcJh, oVre8I6UXc3b.mask, ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2390 - 2340), 8))[ehT0Px3KOsy9(chr(48) + chr(1232 - 1121) + '\x31', 8)])
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xa4\xbek\xffQ\x85\x82\xb4\x9f\xf2I\xd2'), '\144' + '\x65' + '\x63' + chr(111) + '\x64' + '\145')('\x75' + chr(0b1011001 + 0o33) + '\146' + chr(0b101 + 0o50) + '\070')):
oVre8I6UXc3b.YpO0BcZ6fMsf += ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(2106 - 2056), ord("\x08")) * (0.2 * oVre8I6UXc3b.Npatl5PazdVT + 0.8 * oVre8I6UXc3b.S3n9dkzZfUJH)
oVre8I6UXc3b.fidw4eDaBzCC = XdKNcYRObPK3.minimize(oVre8I6UXc3b.YpO0BcZ6fMsf)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/policy.py
|
PPOPolicy.evaluate
|
def evaluate(self, brain_info):
"""
Evaluates policy for the agent experiences provided.
:param brain_info: BrainInfo object containing inputs.
:return: Outputs from network as defined by self.inference_dict.
"""
feed_dict = {self.model.batch_size: len(brain_info.vector_observations),
self.model.sequence_length: 1}
epsilon = None
if self.use_recurrent:
if not self.use_continuous_act:
feed_dict[self.model.prev_action] = brain_info.previous_vector_actions.reshape(
[-1, len(self.model.act_size)])
if brain_info.memories.shape[1] == 0:
brain_info.memories = self.make_empty_memory(len(brain_info.agents))
feed_dict[self.model.memory_in] = brain_info.memories
if self.use_continuous_act:
epsilon = np.random.normal(
size=(len(brain_info.vector_observations), self.model.act_size[0]))
feed_dict[self.model.epsilon] = epsilon
feed_dict = self._fill_eval_dict(feed_dict, brain_info)
run_out = self._execute_model(feed_dict, self.inference_dict)
if self.use_continuous_act:
run_out['random_normal_epsilon'] = epsilon
return run_out
|
python
|
def evaluate(self, brain_info):
"""
Evaluates policy for the agent experiences provided.
:param brain_info: BrainInfo object containing inputs.
:return: Outputs from network as defined by self.inference_dict.
"""
feed_dict = {self.model.batch_size: len(brain_info.vector_observations),
self.model.sequence_length: 1}
epsilon = None
if self.use_recurrent:
if not self.use_continuous_act:
feed_dict[self.model.prev_action] = brain_info.previous_vector_actions.reshape(
[-1, len(self.model.act_size)])
if brain_info.memories.shape[1] == 0:
brain_info.memories = self.make_empty_memory(len(brain_info.agents))
feed_dict[self.model.memory_in] = brain_info.memories
if self.use_continuous_act:
epsilon = np.random.normal(
size=(len(brain_info.vector_observations), self.model.act_size[0]))
feed_dict[self.model.epsilon] = epsilon
feed_dict = self._fill_eval_dict(feed_dict, brain_info)
run_out = self._execute_model(feed_dict, self.inference_dict)
if self.use_continuous_act:
run_out['random_normal_epsilon'] = epsilon
return run_out
|
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] |
Evaluates policy for the agent experiences provided.
:param brain_info: BrainInfo object containing inputs.
:return: Outputs from network as defined by self.inference_dict.
|
[
"Evaluates",
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/policy.py#L63-L87
|
train
|
Evaluates policy for the agent experiences provided.
|
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(0b100 + 0o54) + chr(111) + '\061' + '\x32' + '\065', 8806 - 8798), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b100 + 0o57) + chr(1570 - 1518) + chr(945 - 890), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(0b11010 + 0o27) + '\x35' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\062' + '\060' + '\061', 35718 - 35710), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110001) + chr(2191 - 2143), 64064 - 64056), ehT0Px3KOsy9(chr(2154 - 2106) + chr(111) + chr(0b110010) + chr(0b10011 + 0o44) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(173 - 125) + '\x6f' + '\062' + chr(647 - 598) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2793 - 2740) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(749 - 698) + chr(1148 - 1097) + chr(1494 - 1439), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + chr(628 - 576) + chr(2001 - 1953), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(50) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1302 - 1191) + chr(51) + chr(0b110010) + chr(2506 - 2455), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(1309 - 1254) + chr(2189 - 2135), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(55) + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b11011 + 0o25) + chr(0b100000 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100000 + 0o21) + chr(0b100010 + 0o20) + chr(0b110110), 59654 - 59646), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(0b101011 + 0o7) + '\067' + '\x33', 40359 - 40351), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x36' + chr(170 - 119), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(2480 - 2430), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9868 - 9757) + '\x31' + chr(0b11010 + 0o32) + '\x35', 38100 - 38092), ehT0Px3KOsy9(chr(48) + chr(111) + chr(446 - 396) + chr(0b110010) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(2270 - 2159) + '\061' + chr(52) + chr(0b10111 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\062' + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11110 + 0o26) + '\063', 41752 - 41744), ehT0Px3KOsy9(chr(635 - 587) + chr(7881 - 7770) + chr(54) + chr(252 - 203), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110 + 0o54) + chr(0b1111 + 0o45) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11968 - 11857) + '\x33' + chr(0b100100 + 0o14) + chr(655 - 607), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1110 + 0o44) + chr(0b11 + 0o55) + chr(0b110001), 8), ehT0Px3KOsy9(chr(48) + chr(0b1100110 + 0o11) + '\063' + chr(0b110101) + chr(2648 - 2595), 21761 - 21753), ehT0Px3KOsy9(chr(991 - 943) + '\157' + chr(0b110010) + chr(50) + chr(1823 - 1771), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + '\x33' + chr(0b101110 + 0o3) + chr(61 - 10), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x34' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1536 - 1425) + chr(962 - 912) + chr(0b100 + 0o60) + '\x34', 40670 - 40662), ehT0Px3KOsy9(chr(416 - 368) + '\x6f' + chr(1710 - 1657) + chr(0b100000 + 0o23), 52720 - 52712), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b101110 + 0o101) + chr(50) + '\x34' + chr(52), 8), ehT0Px3KOsy9(chr(2295 - 2247) + chr(0b1101111) + chr(2290 - 2241) + '\x32' + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b10001 + 0o45) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + chr(0b110000), 8), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(2396 - 2346) + chr(0b110100) + chr(0b10000 + 0o44), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'{'), chr(0b10011 + 0o121) + '\x65' + chr(0b1010000 + 0o23) + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(12735 - 12619) + chr(0b11111 + 0o107) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Usx5_tnbQ5R4(oVre8I6UXc3b, MmOEIGS8mBJn):
knvK4sqTZWNg = {oVre8I6UXc3b.model.batch_size: c2A0yzQpDQB3(MmOEIGS8mBJn.vector_observations), oVre8I6UXc3b.model.sequence_length: ehT0Px3KOsy9('\x30' + chr(111) + '\x31', 0o10)}
Xtig2zAKpR0T = None
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \x94\n\xde\xfa\xdd\xeeY\xadR4\xbd\n'), chr(0b111111 + 0o45) + chr(1842 - 1741) + chr(99) + '\x6f' + chr(1697 - 1597) + chr(0b1100101))(chr(0b111001 + 0o74) + '\164' + '\x66' + chr(0b101101) + chr(56))):
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \x94\n\xde\xeb\xd7\xe3X\xb6N$\xbc\x0bf\xe7\xa55\xcf'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + chr(100) + chr(7792 - 7691))(chr(0b1110101) + chr(0b1110100) + chr(1555 - 1453) + chr(0b101101) + chr(0b111000))):
knvK4sqTZWNg[oVre8I6UXc3b.model.d5qxCvs9Rwun] = MmOEIGS8mBJn.previous_vector_actions.reshape([-ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1101 + 0o44), 8), c2A0yzQpDQB3(oVre8I6UXc3b.model.act_size)])
if xafqLlk3kkUe(MmOEIGS8mBJn.memories, xafqLlk3kkUe(SXOLrMavuUCe(b';\x86\x1a\xd8\xee\xf4\xea@\x8bP2\xb1'), '\144' + chr(101) + chr(2266 - 2167) + '\157' + chr(0b111110 + 0o46) + '\145')('\x75' + '\x74' + chr(102) + chr(0b101000 + 0o5) + chr(56)))[ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + chr(49), 8)] == ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + chr(0b0 + 0o60), 44471 - 44463):
MmOEIGS8mBJn.TIomD9KL0hBZ = oVre8I6UXc3b.make_empty_memory(c2A0yzQpDQB3(MmOEIGS8mBJn.agents))
knvK4sqTZWNg[oVre8I6UXc3b.model.RLv9waWuU_p6] = MmOEIGS8mBJn.TIomD9KL0hBZ
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \x94\n\xde\xeb\xd7\xe3X\xb6N$\xbc\x0bf\xe7\xa55\xcf'), chr(0b1000101 + 0o37) + chr(0b1100101) + '\143' + chr(0b1101111) + '\x64' + chr(2624 - 2523))(chr(0b1110101) + '\x74' + chr(2539 - 2437) + chr(0b1001 + 0o44) + '\x38')):
Xtig2zAKpR0T = WqUC3KWvYVup.random.normal(size=(c2A0yzQpDQB3(MmOEIGS8mBJn.vector_observations), oVre8I6UXc3b.model.act_size[ehT0Px3KOsy9(chr(595 - 547) + '\x6f' + '\x30', 8)]))
knvK4sqTZWNg[oVre8I6UXc3b.model.Xtig2zAKpR0T] = Xtig2zAKpR0T
knvK4sqTZWNg = oVre8I6UXc3b._fill_eval_dict(knvK4sqTZWNg, MmOEIGS8mBJn)
hbuwPEvjRLjH = oVre8I6UXc3b._execute_model(knvK4sqTZWNg, oVre8I6UXc3b.inference_dict)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \x94\n\xde\xeb\xd7\xe3X\xb6N$\xbc\x0bf\xe7\xa55\xcf'), chr(2748 - 2648) + '\145' + chr(0b111101 + 0o46) + chr(0b1100000 + 0o17) + chr(0b1011101 + 0o7) + '\x65')('\x75' + chr(4342 - 4226) + '\x66' + chr(45) + chr(0b111000))):
hbuwPEvjRLjH[xafqLlk3kkUe(SXOLrMavuUCe(b"'\x86\x01\xe5\xe7\xd5\xd2B\xb0R<\xb2\x12J\xdd\xb4%\xd2\x1fe\x0b"), '\144' + chr(0b1100101) + '\x63' + '\157' + chr(0b110000 + 0o64) + '\x65')(chr(4688 - 4571) + '\164' + '\146' + chr(1471 - 1426) + '\070')] = Xtig2zAKpR0T
return hbuwPEvjRLjH
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/policy.py
|
PPOPolicy.update
|
def update(self, mini_batch, num_sequences):
"""
Updates model using buffer.
:param num_sequences: Number of trajectories in batch.
:param mini_batch: Experience batch.
:return: Output from update process.
"""
feed_dict = {self.model.batch_size: num_sequences,
self.model.sequence_length: self.sequence_length,
self.model.mask_input: mini_batch['masks'].flatten(),
self.model.returns_holder: mini_batch['discounted_returns'].flatten(),
self.model.old_value: mini_batch['value_estimates'].flatten(),
self.model.advantage: mini_batch['advantages'].reshape([-1, 1]),
self.model.all_old_log_probs: mini_batch['action_probs'].reshape(
[-1, sum(self.model.act_size)])}
if self.use_continuous_act:
feed_dict[self.model.output_pre] = mini_batch['actions_pre'].reshape(
[-1, self.model.act_size[0]])
feed_dict[self.model.epsilon] = mini_batch['random_normal_epsilon'].reshape(
[-1, self.model.act_size[0]])
else:
feed_dict[self.model.action_holder] = mini_batch['actions'].reshape(
[-1, len(self.model.act_size)])
if self.use_recurrent:
feed_dict[self.model.prev_action] = mini_batch['prev_action'].reshape(
[-1, len(self.model.act_size)])
feed_dict[self.model.action_masks] = mini_batch['action_mask'].reshape(
[-1, sum(self.brain.vector_action_space_size)])
if self.use_vec_obs:
feed_dict[self.model.vector_in] = mini_batch['vector_obs'].reshape(
[-1, self.vec_obs_size])
if self.use_curiosity:
feed_dict[self.model.next_vector_in] = mini_batch['next_vector_in'].reshape(
[-1, self.vec_obs_size])
if self.model.vis_obs_size > 0:
for i, _ in enumerate(self.model.visual_in):
_obs = mini_batch['visual_obs%d' % i]
if self.sequence_length > 1 and self.use_recurrent:
(_batch, _seq, _w, _h, _c) = _obs.shape
feed_dict[self.model.visual_in[i]] = _obs.reshape([-1, _w, _h, _c])
else:
feed_dict[self.model.visual_in[i]] = _obs
if self.use_curiosity:
for i, _ in enumerate(self.model.visual_in):
_obs = mini_batch['next_visual_obs%d' % i]
if self.sequence_length > 1 and self.use_recurrent:
(_batch, _seq, _w, _h, _c) = _obs.shape
feed_dict[self.model.next_visual_in[i]] = _obs.reshape([-1, _w, _h, _c])
else:
feed_dict[self.model.next_visual_in[i]] = _obs
if self.use_recurrent:
mem_in = mini_batch['memory'][:, 0, :]
feed_dict[self.model.memory_in] = mem_in
self.has_updated = True
run_out = self._execute_model(feed_dict, self.update_dict)
return run_out
|
python
|
def update(self, mini_batch, num_sequences):
"""
Updates model using buffer.
:param num_sequences: Number of trajectories in batch.
:param mini_batch: Experience batch.
:return: Output from update process.
"""
feed_dict = {self.model.batch_size: num_sequences,
self.model.sequence_length: self.sequence_length,
self.model.mask_input: mini_batch['masks'].flatten(),
self.model.returns_holder: mini_batch['discounted_returns'].flatten(),
self.model.old_value: mini_batch['value_estimates'].flatten(),
self.model.advantage: mini_batch['advantages'].reshape([-1, 1]),
self.model.all_old_log_probs: mini_batch['action_probs'].reshape(
[-1, sum(self.model.act_size)])}
if self.use_continuous_act:
feed_dict[self.model.output_pre] = mini_batch['actions_pre'].reshape(
[-1, self.model.act_size[0]])
feed_dict[self.model.epsilon] = mini_batch['random_normal_epsilon'].reshape(
[-1, self.model.act_size[0]])
else:
feed_dict[self.model.action_holder] = mini_batch['actions'].reshape(
[-1, len(self.model.act_size)])
if self.use_recurrent:
feed_dict[self.model.prev_action] = mini_batch['prev_action'].reshape(
[-1, len(self.model.act_size)])
feed_dict[self.model.action_masks] = mini_batch['action_mask'].reshape(
[-1, sum(self.brain.vector_action_space_size)])
if self.use_vec_obs:
feed_dict[self.model.vector_in] = mini_batch['vector_obs'].reshape(
[-1, self.vec_obs_size])
if self.use_curiosity:
feed_dict[self.model.next_vector_in] = mini_batch['next_vector_in'].reshape(
[-1, self.vec_obs_size])
if self.model.vis_obs_size > 0:
for i, _ in enumerate(self.model.visual_in):
_obs = mini_batch['visual_obs%d' % i]
if self.sequence_length > 1 and self.use_recurrent:
(_batch, _seq, _w, _h, _c) = _obs.shape
feed_dict[self.model.visual_in[i]] = _obs.reshape([-1, _w, _h, _c])
else:
feed_dict[self.model.visual_in[i]] = _obs
if self.use_curiosity:
for i, _ in enumerate(self.model.visual_in):
_obs = mini_batch['next_visual_obs%d' % i]
if self.sequence_length > 1 and self.use_recurrent:
(_batch, _seq, _w, _h, _c) = _obs.shape
feed_dict[self.model.next_visual_in[i]] = _obs.reshape([-1, _w, _h, _c])
else:
feed_dict[self.model.next_visual_in[i]] = _obs
if self.use_recurrent:
mem_in = mini_batch['memory'][:, 0, :]
feed_dict[self.model.memory_in] = mem_in
self.has_updated = True
run_out = self._execute_model(feed_dict, self.update_dict)
return run_out
|
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Updates model using buffer.
:param num_sequences: Number of trajectories in batch.
:param mini_batch: Experience batch.
:return: Output from update process.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/policy.py#L89-L144
|
train
|
Updates the model using the given mini_batch.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1692 - 1644) + chr(0b1101111) + chr(1660 - 1609) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010 + 0o1) + '\066', 19804 - 19796), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\061' + '\x33', 48023 - 48015), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(49) + '\x32' + chr(0b101100 + 0o12), 25128 - 25120), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b10111 + 0o40) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b11110 + 0o30), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110110) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\063' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(51) + chr(53) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\x30' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(3299 - 3188) + '\x32' + chr(0b110001) + '\064', 0b1000), ehT0Px3KOsy9(chr(1868 - 1820) + '\157' + '\x32' + chr(0b100001 + 0o20) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100001 + 0o21) + '\x31' + '\x32', 19775 - 19767), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1011 + 0o46) + '\x37' + chr(0b110 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\061' + chr(0b10111 + 0o33), 6421 - 6413), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(1627 - 1579) + '\063', 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\062' + chr(0b101101 + 0o3) + chr(0b1001 + 0o54), 7423 - 7415), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b110101) + chr(73 - 25), 8591 - 8583), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + chr(0b110101) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(54), 8), ehT0Px3KOsy9('\060' + chr(0b111011 + 0o64) + chr(0b110010) + chr(0b10010 + 0o42) + chr(0b111 + 0o52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1807 - 1758) + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1168 - 1120) + '\x6f' + chr(0b11100 + 0o26) + chr(0b11000 + 0o31), 0b1000), ehT0Px3KOsy9('\060' + chr(1106 - 995) + chr(1288 - 1238) + '\064' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(224 - 169) + chr(0b11111 + 0o21), 26156 - 26148), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\064' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\062', 18149 - 18141), ehT0Px3KOsy9(chr(1382 - 1334) + chr(0b1101111) + '\x32' + chr(52) + chr(0b1101 + 0o43), 10447 - 10439), ehT0Px3KOsy9(chr(1332 - 1284) + chr(0b1011011 + 0o24) + chr(1781 - 1731) + chr(48) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(2241 - 2193) + chr(0b1001110 + 0o41) + chr(49) + chr(52) + chr(52), 45710 - 45702), ehT0Px3KOsy9(chr(0b110000) + chr(12286 - 12175) + chr(0b0 + 0o61) + '\066' + chr(1094 - 1046), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\062' + chr(0b100100 + 0o21), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + chr(0b10001 + 0o42) + chr(55) + '\067', 15323 - 15315), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\060' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(656 - 607) + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9(chr(1971 - 1923) + chr(0b10100 + 0o133) + '\x33' + '\063' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\x31' + chr(48), 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1111 + 0o140) + chr(0b11000 + 0o32) + '\064' + chr(0b1110 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1081 - 1032) + '\x37', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110101) + chr(48), 34760 - 34752)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'3'), '\x64' + chr(0b1010010 + 0o23) + chr(99) + '\157' + chr(0b1001010 + 0o32) + chr(0b100011 + 0o102))(chr(0b110101 + 0o100) + '\164' + '\146' + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZtAEiNJny4e0(oVre8I6UXc3b, Bc3c2u_NW7UC, jADeyB0ksZNK):
knvK4sqTZWNg = {oVre8I6UXc3b.model.batch_size: jADeyB0ksZNK, oVre8I6UXc3b.model.sequence_length: oVre8I6UXc3b.sequence_length, oVre8I6UXc3b.model.mask_input: Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'p\x7f\xf8b%'), '\x64' + '\x65' + chr(0b1001001 + 0o32) + chr(0b111001 + 0o66) + '\x64' + '\x65')('\x75' + chr(0b110100 + 0o100) + chr(0b1010100 + 0o22) + '\055' + '\x38')].flatten(), oVre8I6UXc3b.model.KpL4EfxUtemL: Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'yw\xf8j9Nx@9\x8f\x1c\xfe\xed\xfe\tx-\xf6'), '\x64' + '\145' + '\143' + chr(0b1101111) + '\x64' + '\145')('\x75' + chr(7580 - 7464) + chr(102) + chr(45) + chr(56))].flatten(), oVre8I6UXc3b.model.FFKcMTXGv9VK: Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'k\x7f\xe7|3dsG(\x82.\xed\xfc\xef\x0f'), '\144' + '\145' + chr(0b1100011) + chr(111) + chr(100) + chr(10119 - 10018))(chr(0b1110101) + '\164' + chr(102) + chr(0b101101) + chr(0b111000))].flatten(), oVre8I6UXc3b.model.GxYzKv1rsin0: Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'|z\xfdh8OwS9\x98'), chr(100) + chr(0b111 + 0o136) + chr(0b1001111 + 0o24) + chr(111) + chr(0b1010 + 0o132) + '\145')('\x75' + chr(13341 - 13225) + '\146' + chr(45) + chr(0b111000))].reshape([-ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(11486 - 11375) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11539 - 11428) + chr(0b110001), 8)]), oVre8I6UXc3b.model.all_old_log_probs: Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'|}\xff`9UID.\x84!\xff'), chr(100) + '\x65' + chr(99) + chr(111) + chr(0b10000 + 0o124) + '\x65')(chr(0b1000000 + 0o65) + '\164' + chr(102) + chr(0b101101) + chr(0b111000))].reshape([-ehT0Px3KOsy9(chr(1268 - 1220) + '\157' + chr(49), 8), xkxBmo49x2An(oVre8I6UXc3b.model.act_size)])}
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV5Tx@5\x856\xe3\xfd\xf9#k \xf1'), chr(0b1000100 + 0o40) + chr(8562 - 8461) + '\143' + chr(658 - 547) + '\x64' + '\x65')('\x75' + '\164' + chr(102) + chr(0b101101) + '\070')):
knvK4sqTZWNg[oVre8I6UXc3b.model.mnjLQtkNuy9W] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'|}\xff`9Uek,\x99&'), '\x64' + '\145' + chr(99) + '\157' + chr(100) + chr(101))(chr(0b1000001 + 0o64) + chr(0b1100010 + 0o22) + chr(0b1011001 + 0o15) + chr(0b101101) + chr(0b100111 + 0o21))].reshape([-ehT0Px3KOsy9(chr(913 - 865) + '\157' + chr(0b101000 + 0o11), 8), oVre8I6UXc3b.model.act_size[ehT0Px3KOsy9(chr(1495 - 1447) + chr(111) + chr(0b110000), 0b1000)]])
knvK4sqTZWNg[oVre8I6UXc3b.model.Xtig2zAKpR0T] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'o\x7f\xe5m9VIZ3\x99.\xed\xe4\xd5\x19z0\xec\x04Cp'), chr(100) + chr(0b1100010 + 0o3) + chr(4385 - 4286) + chr(0b1101111) + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + chr(2051 - 1995))].reshape([-ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49), 8), oVre8I6UXc3b.model.act_size[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000), 8)]])
else:
knvK4sqTZWNg[oVre8I6UXc3b.model.XzqrRpz0Pbr0] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'|}\xff`9Ue'), '\144' + chr(101) + chr(99) + chr(2818 - 2707) + chr(0b1011101 + 0o7) + chr(0b100111 + 0o76))(chr(0b1000100 + 0o61) + chr(116) + '\x66' + chr(0b101101) + chr(0b111000))].reshape([-ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x31', 8), c2A0yzQpDQB3(oVre8I6UXc3b.model.act_size)])
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV$^uA.\x99&\xe2\xfc'), chr(6010 - 5910) + chr(0b1000 + 0o135) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(3515 - 3414))(chr(0b1110101) + '\x74' + chr(0b1100001 + 0o5) + chr(45) + chr(56))):
knvK4sqTZWNg[oVre8I6UXc3b.model.d5qxCvs9Rwun] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'ml\xee\x7f\tZu@5\x84-'), '\x64' + chr(0b1100101) + chr(3503 - 3404) + '\x6f' + chr(3612 - 3512) + chr(101))('\165' + '\x74' + chr(0b11011 + 0o113) + '\x2d' + chr(0b11101 + 0o33))].reshape([-ehT0Px3KOsy9('\x30' + chr(10131 - 10020) + '\061', 8), c2A0yzQpDQB3(oVre8I6UXc3b.model.act_size)])
knvK4sqTZWNg[oVre8I6UXc3b.model.IUxugCkGYncb] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'|}\xff`9UIY=\x98('), '\x64' + '\x65' + '\143' + '\x6f' + chr(0b11100 + 0o110) + '\145')('\165' + '\164' + chr(0b1001010 + 0o34) + chr(45) + chr(0b111000))].reshape([-ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061', 8), xkxBmo49x2An(oVre8I6UXc3b.brain.vector_action_space_size)])
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV ^uk3\x890'), chr(100) + chr(0b1100101) + chr(0b100001 + 0o102) + chr(111) + chr(1968 - 1868) + chr(0b10 + 0o143))(chr(0b10 + 0o163) + chr(0b1110100) + chr(5599 - 5497) + chr(45) + '\070')):
knvK4sqTZWNg[oVre8I6UXc3b.model.Nd1kr6et0GC7] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'k{\xe8}9II[>\x98'), chr(0b1000100 + 0o40) + chr(0b1100101) + chr(0b101111 + 0o64) + chr(0b1001101 + 0o42) + chr(4835 - 4735) + chr(4854 - 4753))(chr(5220 - 5103) + chr(116) + chr(0b10100 + 0o122) + chr(0b101101) + chr(0b101 + 0o63))].reshape([-ehT0Px3KOsy9(chr(344 - 296) + chr(0b1101111) + chr(0b110001), 8), oVre8I6UXc3b.vec_obs_size])
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV5Nd]3\x98*\xf8\xf1'), chr(0b1100100) + chr(0b1100101) + chr(7989 - 7890) + '\157' + chr(100) + chr(0b1100101))(chr(0b110111 + 0o76) + chr(0b1110100) + chr(2288 - 2186) + chr(45) + '\x38')):
knvK4sqTZWNg[oVre8I6UXc3b.model.CXxuwl3izUXS] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b's{\xf3}\tMsW(\x841\xd3\xe1\xe4'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(13236 - 13120) + '\x66' + chr(0b1000 + 0o45) + '\070')].reshape([-ehT0Px3KOsy9('\x30' + chr(0b1000110 + 0o51) + chr(49), 8), oVre8I6UXc3b.vec_obs_size])
if xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'kw\xf8V9Yek/\x829\xe9'), chr(5439 - 5339) + chr(101) + '\x63' + chr(11786 - 11675) + chr(0b1000100 + 0o40) + chr(0b10 + 0o143))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070')) > ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\060', 8):
for (WVxHKyX45z_L, VNGQdHSFPrso) in YlkZvXL8qwsX(xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'kw\xf8|7WI]2'), '\x64' + '\x65' + chr(2368 - 2269) + chr(5462 - 5351) + '\x64' + chr(0b1011 + 0o132))(chr(6135 - 6018) + chr(8801 - 8685) + chr(0b1100110) + chr(2015 - 1970) + '\070'))):
ZPcsed6h89Vh = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'kw\xf8|7WI[>\x98f\xe8'), chr(100) + '\x65' + chr(0b1100011) + chr(0b10011 + 0o134) + chr(100) + chr(0b1001110 + 0o27))(chr(2469 - 2352) + '\x74' + chr(7446 - 7344) + '\055' + chr(2942 - 2886)) % WVxHKyX45z_L]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'n{\xfa|3UuQ\x03\x87&\xe2\xef\xfe\x14'), chr(100) + chr(0b1100101) + chr(7181 - 7082) + '\x6f' + '\144' + '\x65')(chr(0b1000010 + 0o63) + chr(0b11100 + 0o130) + chr(0b1100110) + chr(196 - 151) + chr(0b111000))) > ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(903 - 854), 8) and xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV$^uA.\x99&\xe2\xfc'), '\144' + '\x65' + chr(99) + chr(0b10110 + 0o131) + '\x64' + chr(0b1100101))('\165' + '\164' + '\x66' + chr(0b101101) + chr(56))):
(zZQozzJSS1i7, Zv5dN3_jwtm9, ev0KWIiz_2S6, WSluvCrFdugi, hJZQmPzj8LGF) = ZPcsed6h89Vh.nauYfLglTpcb
knvK4sqTZWNg[oVre8I6UXc3b.model.LlqP7fA3uNm_[WVxHKyX45z_L]] = ZPcsed6h89Vh.reshape([-ehT0Px3KOsy9('\x30' + chr(0b1101101 + 0o2) + '\061', 8), ev0KWIiz_2S6, WSluvCrFdugi, hJZQmPzj8LGF])
else:
knvK4sqTZWNg[oVre8I6UXc3b.model.LlqP7fA3uNm_[WVxHKyX45z_L]] = ZPcsed6h89Vh
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV5Nd]3\x98*\xf8\xf1'), '\144' + chr(5897 - 5796) + chr(99) + chr(111) + chr(0b1100000 + 0o4) + chr(6292 - 6191))(chr(0b1110101) + chr(3336 - 3220) + '\146' + '\x2d' + '\070')):
for (WVxHKyX45z_L, VNGQdHSFPrso) in YlkZvXL8qwsX(xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'Qr\xfaYa]W\x07)\xa5.\xd3'), chr(0b1011100 + 0o10) + chr(0b1100101) + chr(0b1000011 + 0o40) + chr(5352 - 5241) + chr(0b1001000 + 0o34) + '\145')('\x75' + chr(283 - 167) + chr(102) + '\055' + '\070'))):
ZPcsed6h89Vh = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b"s{\xf3}\tM\x7fG)\x8a/\xd3\xe7\xe8\x0f/'"), chr(100) + chr(0b1000111 + 0o36) + '\x63' + chr(0b1100010 + 0o15) + chr(9292 - 9192) + chr(101))(chr(0b1110101) + chr(8220 - 8104) + '\146' + '\x2d' + chr(0b111000)) % WVxHKyX45z_L]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'n{\xfa|3UuQ\x03\x87&\xe2\xef\xfe\x14'), '\x64' + '\x65' + chr(99) + chr(111) + '\x64' + '\x65')('\x75' + chr(0b1110100) + '\146' + '\x2d' + chr(862 - 806))) > ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + chr(0b11010 + 0o27), 8) and xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV$^uA.\x99&\xe2\xfc'), chr(100) + '\145' + '\x63' + chr(1471 - 1360) + '\x64' + chr(1238 - 1137))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b111000))):
(zZQozzJSS1i7, Zv5dN3_jwtm9, ev0KWIiz_2S6, WSluvCrFdugi, hJZQmPzj8LGF) = ZPcsed6h89Vh.nauYfLglTpcb
knvK4sqTZWNg[oVre8I6UXc3b.model.aVErc7468ow9[WVxHKyX45z_L]] = ZPcsed6h89Vh.reshape([-ehT0Px3KOsy9(chr(346 - 298) + chr(111) + chr(0b100011 + 0o16), 8), ev0KWIiz_2S6, WSluvCrFdugi, hJZQmPzj8LGF])
else:
knvK4sqTZWNg[oVre8I6UXc3b.model.aVErc7468ow9[WVxHKyX45z_L]] = ZPcsed6h89Vh
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'hm\xeeV$^uA.\x99&\xe2\xfc'), chr(0b1100100) + chr(5832 - 5731) + chr(0b1100011) + chr(111) + chr(0b1000100 + 0o40) + chr(0b1010011 + 0o22))(chr(117) + chr(7867 - 7751) + '\x66' + chr(1507 - 1462) + chr(1795 - 1739))):
oOOrtm7A8vGc = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'p{\xe6f$B'), chr(0b111011 + 0o51) + chr(101) + chr(0b111111 + 0o44) + chr(0b1101111) + chr(0b100100 + 0o100) + chr(0b1100101))('\165' + '\164' + '\x66' + chr(0b101101) + '\x38')][:, ehT0Px3KOsy9(chr(661 - 613) + chr(0b10001 + 0o136) + '\x30', 8), :]
knvK4sqTZWNg[oVre8I6UXc3b.model.RLv9waWuU_p6] = oOOrtm7A8vGc
oVre8I6UXc3b.HQFjdZSOw1kA = ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 8)
hbuwPEvjRLjH = oVre8I6UXc3b._execute_model(knvK4sqTZWNg, oVre8I6UXc3b.update_dict)
return hbuwPEvjRLjH
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/policy.py
|
PPOPolicy.get_intrinsic_rewards
|
def get_intrinsic_rewards(self, curr_info, next_info):
"""
Generates intrinsic reward used for Curiosity-based training.
:BrainInfo curr_info: Current BrainInfo.
:BrainInfo next_info: Next BrainInfo.
:return: Intrinsic rewards for all agents.
"""
if self.use_curiosity:
if len(curr_info.agents) == 0:
return []
feed_dict = {self.model.batch_size: len(next_info.vector_observations),
self.model.sequence_length: 1}
if self.use_continuous_act:
feed_dict[self.model.selected_actions] = next_info.previous_vector_actions
else:
feed_dict[self.model.action_holder] = next_info.previous_vector_actions
for i in range(self.model.vis_obs_size):
feed_dict[self.model.visual_in[i]] = curr_info.visual_observations[i]
feed_dict[self.model.next_visual_in[i]] = next_info.visual_observations[i]
if self.use_vec_obs:
feed_dict[self.model.vector_in] = curr_info.vector_observations
feed_dict[self.model.next_vector_in] = next_info.vector_observations
if self.use_recurrent:
if curr_info.memories.shape[1] == 0:
curr_info.memories = self.make_empty_memory(len(curr_info.agents))
feed_dict[self.model.memory_in] = curr_info.memories
intrinsic_rewards = self.sess.run(self.model.intrinsic_reward,
feed_dict=feed_dict) * float(self.has_updated)
return intrinsic_rewards
else:
return None
|
python
|
def get_intrinsic_rewards(self, curr_info, next_info):
"""
Generates intrinsic reward used for Curiosity-based training.
:BrainInfo curr_info: Current BrainInfo.
:BrainInfo next_info: Next BrainInfo.
:return: Intrinsic rewards for all agents.
"""
if self.use_curiosity:
if len(curr_info.agents) == 0:
return []
feed_dict = {self.model.batch_size: len(next_info.vector_observations),
self.model.sequence_length: 1}
if self.use_continuous_act:
feed_dict[self.model.selected_actions] = next_info.previous_vector_actions
else:
feed_dict[self.model.action_holder] = next_info.previous_vector_actions
for i in range(self.model.vis_obs_size):
feed_dict[self.model.visual_in[i]] = curr_info.visual_observations[i]
feed_dict[self.model.next_visual_in[i]] = next_info.visual_observations[i]
if self.use_vec_obs:
feed_dict[self.model.vector_in] = curr_info.vector_observations
feed_dict[self.model.next_vector_in] = next_info.vector_observations
if self.use_recurrent:
if curr_info.memories.shape[1] == 0:
curr_info.memories = self.make_empty_memory(len(curr_info.agents))
feed_dict[self.model.memory_in] = curr_info.memories
intrinsic_rewards = self.sess.run(self.model.intrinsic_reward,
feed_dict=feed_dict) * float(self.has_updated)
return intrinsic_rewards
else:
return None
|
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"memories",
"intrinsic_rewards",
"=",
"self",
".",
"sess",
".",
"run",
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"self",
".",
"model",
".",
"intrinsic_reward",
",",
"feed_dict",
"=",
"feed_dict",
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"(",
"self",
".",
"has_updated",
")",
"return",
"intrinsic_rewards",
"else",
":",
"return",
"None"
] |
Generates intrinsic reward used for Curiosity-based training.
:BrainInfo curr_info: Current BrainInfo.
:BrainInfo next_info: Next BrainInfo.
:return: Intrinsic rewards for all agents.
|
[
"Generates",
"intrinsic",
"reward",
"used",
"for",
"Curiosity",
"-",
"based",
"training",
".",
":",
"BrainInfo",
"curr_info",
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"Current",
"BrainInfo",
".",
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".",
":",
"return",
":",
"Intrinsic",
"rewards",
"for",
"all",
"agents",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/policy.py#L146-L177
|
train
|
Generates intrinsic rewards for all agents in the current BrainInfo.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\x31' + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\061' + chr(143 - 89), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x31' + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b110011) + '\060' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10366 - 10255) + '\062' + chr(53) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b101000 + 0o12) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(2724 - 2613) + '\066' + chr(1155 - 1104), 50288 - 50280), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110100) + chr(1378 - 1330), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8538 - 8427) + chr(52) + chr(1692 - 1640), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(967 - 917) + '\060' + chr(0b100101 + 0o13), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1757 - 1707) + chr(127 - 79) + chr(0b101001 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(1541 - 1493) + chr(1347 - 1292), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1117 - 1068) + chr(0b110111) + chr(55), 768 - 760), ehT0Px3KOsy9(chr(0b110000) + chr(6444 - 6333) + '\x33' + chr(0b101000 + 0o15) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b10011 + 0o43) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\066' + chr(0b100011 + 0o22), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + chr(0b110001) + '\062' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(2602 - 2547) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(0b110010) + '\x31' + '\062', 47906 - 47898), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(556 - 507) + chr(50) + chr(0b11001 + 0o33), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(0b110010) + chr(1234 - 1183) + chr(55), 57111 - 57103), ehT0Px3KOsy9(chr(169 - 121) + chr(111) + chr(51) + '\063' + chr(0b101011 + 0o11), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\066' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(0b100010 + 0o21) + chr(0b110001) + chr(0b1100 + 0o51), 47121 - 47113), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(1837 - 1786) + chr(86 - 33) + chr(0b10100 + 0o40), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x35' + '\x34', 8), ehT0Px3KOsy9(chr(2111 - 2063) + chr(0b1100 + 0o143) + chr(51) + chr(51) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\x36' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48 - 0) + '\157' + chr(0b110011) + '\x31' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x36' + chr(272 - 221), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1444 - 1394) + '\x37' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + '\x31' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(3054 - 2943) + '\062' + '\x33' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(49) + '\061' + chr(651 - 601), 0o10), ehT0Px3KOsy9(chr(1455 - 1407) + chr(0b1101111) + chr(0b110001) + chr(48) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x34', 53578 - 53570), ehT0Px3KOsy9(chr(48) + chr(3314 - 3203) + '\x34' + '\x35', 0b1000), ehT0Px3KOsy9(chr(880 - 832) + chr(0b1100101 + 0o12) + chr(0b110001) + '\x30' + chr(49), 2569 - 2561)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'c'), chr(100) + chr(0b1001101 + 0o30) + chr(0b1001110 + 0o25) + chr(0b11010 + 0o125) + chr(0b1100100) + '\145')(chr(0b1101101 + 0o10) + chr(0b1110100) + chr(8720 - 8618) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def As9R0g_U5Clg(oVre8I6UXc3b, XoKEpUOqs6zF, RA1aT65ImOMG):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'8\xbd\x1d\x9d\xcc\xa7\\Z\xcfW\xe9\xf2\xbe'), chr(0b100010 + 0o102) + chr(101) + chr(3147 - 3048) + chr(2295 - 2184) + chr(0b1100100) + chr(101))(chr(8091 - 7974) + chr(116) + chr(0b1001111 + 0o27) + chr(0b101101) + chr(260 - 204))):
if c2A0yzQpDQB3(xafqLlk3kkUe(XoKEpUOqs6zF, xafqLlk3kkUe(SXOLrMavuUCe(b',\xa9\x1d\xac\xdb\xa1'), chr(0b110100 + 0o60) + chr(0b1100101) + chr(0b1100011) + chr(0b1001011 + 0o44) + chr(100) + chr(101))(chr(117) + chr(0b1011110 + 0o26) + '\146' + chr(45) + '\x38'))) == ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100000 + 0o20), 6777 - 6769):
return []
knvK4sqTZWNg = {oVre8I6UXc3b.model.batch_size: c2A0yzQpDQB3(RA1aT65ImOMG.vector_observations), oVre8I6UXc3b.model.sequence_length: ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(49), 0o10)}
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'8\xbd\x1d\x9d\xcc\xbd@G\xc9J\xf5\xe9\xb2\x0c\xb5\xd2\x96#'), '\x64' + '\x65' + chr(8340 - 8241) + chr(3962 - 3851) + chr(0b110110 + 0o56) + chr(101))(chr(117) + chr(116) + chr(0b1010111 + 0o17) + chr(0b101101) + chr(0b111000))):
knvK4sqTZWNg[oVre8I6UXc3b.model.r9aOR_w3d2Ft] = RA1aT65ImOMG.previous_vector_actions
else:
knvK4sqTZWNg[oVre8I6UXc3b.model.XzqrRpz0Pbr0] = RA1aT65ImOMG.previous_vector_actions
for WVxHKyX45z_L in vQr8gNKaIaWE(xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b';\xa7\x0b\x9d\xc0\xb0]l\xd3M\xfa\xe3'), chr(0b101000 + 0o74) + chr(7478 - 7377) + chr(0b1010001 + 0o22) + '\x6f' + chr(0b1100100) + chr(4418 - 4317))('\165' + '\x74' + chr(0b1001011 + 0o33) + chr(382 - 337) + '\x38'))):
knvK4sqTZWNg[oVre8I6UXc3b.model.LlqP7fA3uNm_[WVxHKyX45z_L]] = XoKEpUOqs6zF.visual_observations[WVxHKyX45z_L]
knvK4sqTZWNg[oVre8I6UXc3b.model.aVErc7468ow9[WVxHKyX45z_L]] = RA1aT65ImOMG.visual_observations[WVxHKyX45z_L]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'8\xbd\x1d\x9d\xd9\xb7Ml\xcfF\xf3'), chr(100) + chr(0b110011 + 0o62) + chr(0b100100 + 0o77) + '\157' + chr(0b111001 + 0o53) + chr(0b1100101))(chr(8995 - 8878) + chr(0b1110100) + chr(0b1100110) + '\055' + '\070')):
knvK4sqTZWNg[oVre8I6UXc3b.model.Nd1kr6et0GC7] = XoKEpUOqs6zF.vector_observations
knvK4sqTZWNg[oVre8I6UXc3b.model.CXxuwl3izUXS] = RA1aT65ImOMG.vector_observations
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'8\xbd\x1d\x9d\xdd\xb7MF\xd2V\xe5\xe8\xb3'), '\144' + '\145' + '\x63' + chr(0b10100 + 0o133) + chr(100) + chr(101))(chr(4889 - 4772) + chr(0b1100 + 0o150) + chr(1271 - 1169) + chr(0b101101) + chr(0b111000))):
if xafqLlk3kkUe(XoKEpUOqs6zF.memories, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xaf\r\x9b\xc9\x9eI_\xf4T\xe3\xe4'), '\144' + chr(101) + chr(942 - 843) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + '\164' + '\146' + '\055' + chr(0b100011 + 0o25)))[ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b110001), 8)] == ehT0Px3KOsy9('\x30' + chr(1818 - 1707) + chr(685 - 637), 8):
XoKEpUOqs6zF.TIomD9KL0hBZ = oVre8I6UXc3b.make_empty_memory(c2A0yzQpDQB3(XoKEpUOqs6zF.agents))
knvK4sqTZWNg[oVre8I6UXc3b.model.RLv9waWuU_p6] = XoKEpUOqs6zF.TIomD9KL0hBZ
mD4xbN0pmAlc = oVre8I6UXc3b.sess.sgt5BU61bwZ2(oVre8I6UXc3b.model.sz34FGxtazXB, feed_dict=knvK4sqTZWNg) * kkSX4ccExqw4(oVre8I6UXc3b.HQFjdZSOw1kA)
return mD4xbN0pmAlc
else:
return None
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/policy.py
|
PPOPolicy.get_value_estimate
|
def get_value_estimate(self, brain_info, idx):
"""
Generates value estimates for bootstrapping.
:param brain_info: BrainInfo to be used for bootstrapping.
:param idx: Index in BrainInfo of agent.
:return: Value estimate.
"""
feed_dict = {self.model.batch_size: 1, self.model.sequence_length: 1}
for i in range(len(brain_info.visual_observations)):
feed_dict[self.model.visual_in[i]] = [brain_info.visual_observations[i][idx]]
if self.use_vec_obs:
feed_dict[self.model.vector_in] = [brain_info.vector_observations[idx]]
if self.use_recurrent:
if brain_info.memories.shape[1] == 0:
brain_info.memories = self.make_empty_memory(len(brain_info.agents))
feed_dict[self.model.memory_in] = [brain_info.memories[idx]]
if not self.use_continuous_act and self.use_recurrent:
feed_dict[self.model.prev_action] = brain_info.previous_vector_actions[idx].reshape(
[-1, len(self.model.act_size)])
value_estimate = self.sess.run(self.model.value, feed_dict)
return value_estimate
|
python
|
def get_value_estimate(self, brain_info, idx):
"""
Generates value estimates for bootstrapping.
:param brain_info: BrainInfo to be used for bootstrapping.
:param idx: Index in BrainInfo of agent.
:return: Value estimate.
"""
feed_dict = {self.model.batch_size: 1, self.model.sequence_length: 1}
for i in range(len(brain_info.visual_observations)):
feed_dict[self.model.visual_in[i]] = [brain_info.visual_observations[i][idx]]
if self.use_vec_obs:
feed_dict[self.model.vector_in] = [brain_info.vector_observations[idx]]
if self.use_recurrent:
if brain_info.memories.shape[1] == 0:
brain_info.memories = self.make_empty_memory(len(brain_info.agents))
feed_dict[self.model.memory_in] = [brain_info.memories[idx]]
if not self.use_continuous_act and self.use_recurrent:
feed_dict[self.model.prev_action] = brain_info.previous_vector_actions[idx].reshape(
[-1, len(self.model.act_size)])
value_estimate = self.sess.run(self.model.value, feed_dict)
return value_estimate
|
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",",
"feed_dict",
")",
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"value_estimate"
] |
Generates value estimates for bootstrapping.
:param brain_info: BrainInfo to be used for bootstrapping.
:param idx: Index in BrainInfo of agent.
:return: Value estimate.
|
[
"Generates",
"value",
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/policy.py#L179-L199
|
train
|
Generates value estimates for bootstrapping.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(5990 - 5879) + '\063' + chr(0b1111 + 0o43), 32030 - 32022), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(53) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o45) + '\061' + chr(0b101000 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b110101) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(48) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(179 - 130) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1815 - 1767) + chr(111) + chr(53) + chr(0b11111 + 0o27), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(53) + chr(653 - 602), 46339 - 46331), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\064' + chr(1323 - 1273), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + chr(272 - 221) + chr(0b11011 + 0o32) + chr(0b10110 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001100 + 0o43) + chr(679 - 627) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\x34' + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1243 - 1193) + '\x35' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(6888 - 6777) + '\062' + chr(0b110000) + chr(2906 - 2851), 42660 - 42652), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + '\063' + chr(0b11000 + 0o34) + chr(1895 - 1845), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(52) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(6651 - 6540) + '\x32' + '\x37' + chr(0b1010 + 0o46), 20279 - 20271), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(140 - 29) + chr(0b110010) + chr(0b110111 + 0o0) + '\064', 0b1000), ehT0Px3KOsy9(chr(1646 - 1598) + chr(111) + chr(50) + chr(55) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\061' + chr(48) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o5) + chr(0b100 + 0o63) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(53) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110110) + chr(51), 56259 - 56251), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o40) + chr(0b110010) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(1324 - 1213) + chr(0b1010 + 0o47) + chr(53) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4949 - 4838) + '\x33' + '\060' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(951 - 898) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x36' + chr(0b100000 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + chr(4288 - 4177) + chr(778 - 729) + chr(55) + chr(0b10101 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(1685 - 1574) + '\x31' + chr(55) + '\x34', 10533 - 10525), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b1011 + 0o54) + chr(867 - 813), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + chr(0b110010) + chr(969 - 918) + chr(915 - 867), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11010 + 0o31) + chr(53) + chr(0b101101 + 0o4), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(52) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(295 - 247) + chr(111) + chr(51) + chr(0b110001) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(1310 - 1199) + chr(476 - 421) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(363 - 314) + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(0b100 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b11000 + 0o30), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + chr(0b110011) + chr(2679 - 2626) + '\x33', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'4'), chr(0b110111 + 0o55) + '\x65' + chr(0b110011 + 0o60) + chr(121 - 10) + chr(0b10110 + 0o116) + chr(5240 - 5139))('\x75' + chr(116) + chr(0b1100001 + 0o5) + chr(1516 - 1471) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cdpH4y5AEI6O(oVre8I6UXc3b, MmOEIGS8mBJn, YlqusYB6InkM):
knvK4sqTZWNg = {oVre8I6UXc3b.model.batch_size: ehT0Px3KOsy9(chr(48) + chr(111) + '\061', ord("\x08")), oVre8I6UXc3b.model.sequence_length: ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10000 + 0o41), 8)}
for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(MmOEIGS8mBJn, xafqLlk3kkUe(SXOLrMavuUCe(b'l\x03\xbd\x9b\xa5 q\xc4\x00\x9f@S\xd8\xe6\x96\xce\xd7\xd2\xce'), chr(4998 - 4898) + chr(2898 - 2797) + chr(0b101010 + 0o71) + '\157' + chr(0b1100100) + chr(9521 - 9420))(chr(117) + chr(3706 - 3590) + chr(0b1100110) + chr(0b10110 + 0o27) + '\070')))):
knvK4sqTZWNg[oVre8I6UXc3b.model.LlqP7fA3uNm_[WVxHKyX45z_L]] = [MmOEIGS8mBJn.visual_observations[WVxHKyX45z_L][YlqusYB6InkM]]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'o\x19\xab\xb1\xb2)M\xf4\r\x8eV'), chr(7788 - 7688) + '\145' + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')(chr(7654 - 7537) + '\x74' + chr(0b1100110) + '\x2d' + chr(2592 - 2536))):
knvK4sqTZWNg[oVre8I6UXc3b.model.Nd1kr6et0GC7] = [MmOEIGS8mBJn.vector_observations[YlqusYB6InkM]]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'o\x19\xab\xb1\xb6)M\xde\x10\x9e@O\xda'), '\144' + chr(0b1100101) + '\143' + chr(1968 - 1857) + chr(1587 - 1487) + '\x65')('\165' + chr(7524 - 7408) + '\x66' + '\055' + '\x38')):
if xafqLlk3kkUe(MmOEIGS8mBJn.memories, xafqLlk3kkUe(SXOLrMavuUCe(b't\x0b\xbb\xb7\xa2\x00I\xc76\x9cFC'), chr(0b1010001 + 0o23) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(116) + '\146' + chr(1684 - 1639) + chr(2701 - 2645)))[ehT0Px3KOsy9('\x30' + '\157' + '\x31', 8)] == ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b101100 + 0o4), 0o10):
MmOEIGS8mBJn.TIomD9KL0hBZ = oVre8I6UXc3b.make_empty_memory(c2A0yzQpDQB3(MmOEIGS8mBJn.agents))
knvK4sqTZWNg[oVre8I6UXc3b.model.RLv9waWuU_p6] = [MmOEIGS8mBJn.TIomD9KL0hBZ[YlqusYB6InkM]]
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'o\x19\xab\xb1\xa7#@\xdf\x0b\x82PN\xdb\xf4\xbd\xc6\xdb\xc8'), chr(5657 - 5557) + '\x65' + chr(4173 - 4074) + chr(0b110001 + 0o76) + chr(100) + chr(0b1100101))(chr(0b1000010 + 0o63) + chr(0b101 + 0o157) + '\146' + '\x2d' + '\x38')) and xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'o\x19\xab\xb1\xb6)M\xde\x10\x9e@O\xda'), chr(3782 - 3682) + chr(1612 - 1511) + chr(99) + chr(111) + '\144' + '\x65')('\x75' + '\164' + '\x66' + chr(45) + '\070')):
knvK4sqTZWNg[oVre8I6UXc3b.model.d5qxCvs9Rwun] = MmOEIGS8mBJn.previous_vector_actions[YlqusYB6InkM].reshape([-ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b110001), 8), c2A0yzQpDQB3(oVre8I6UXc3b.model.act_size)])
ZMnLo469eb1B = oVre8I6UXc3b.sess.sgt5BU61bwZ2(oVre8I6UXc3b.model.QmmgWUB13VCJ, knvK4sqTZWNg)
return ZMnLo469eb1B
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/policy.py
|
PPOPolicy.update_reward
|
def update_reward(self, new_reward):
"""
Updates reward value for policy.
:param new_reward: New reward to save.
"""
self.sess.run(self.model.update_reward,
feed_dict={self.model.new_reward: new_reward})
|
python
|
def update_reward(self, new_reward):
"""
Updates reward value for policy.
:param new_reward: New reward to save.
"""
self.sess.run(self.model.update_reward,
feed_dict={self.model.new_reward: new_reward})
|
[
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",",
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")",
":",
"self",
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"(",
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".",
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",",
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"=",
"{",
"self",
".",
"model",
".",
"new_reward",
":",
"new_reward",
"}",
")"
] |
Updates reward value for policy.
:param new_reward: New reward to save.
|
[
"Updates",
"reward",
"value",
"for",
"policy",
".",
":",
"param",
"new_reward",
":",
"New",
"reward",
"to",
"save",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/policy.py#L208-L214
|
train
|
Updates the current reward value for the current policy.
|
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(0b101 + 0o152) + '\062' + chr(0b11011 + 0o27) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101 + 0o54) + '\x30' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b101011 + 0o12) + '\x37', 45750 - 45742), ehT0Px3KOsy9(chr(1660 - 1612) + '\157' + chr(1872 - 1821) + chr(1057 - 1006) + chr(51), 7738 - 7730), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(0b1100 + 0o47) + chr(0b11000 + 0o31) + '\060', 13420 - 13412), ehT0Px3KOsy9(chr(202 - 154) + chr(0b1101111) + chr(49) + chr(0b10101 + 0o41) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\x33' + '\064' + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55), 22091 - 22083), ehT0Px3KOsy9(chr(0b110000) + chr(11433 - 11322) + chr(1872 - 1821) + chr(0b101011 + 0o14), 56753 - 56745), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110001) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1379 - 1331) + chr(0b10111 + 0o130) + chr(0b10011 + 0o37) + chr(76 - 26) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(1449 - 1399) + chr(0b1 + 0o61), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + '\063' + '\065' + '\061', 51251 - 51243), ehT0Px3KOsy9(chr(2290 - 2242) + '\x6f' + '\061' + '\x30' + '\x36', 63818 - 63810), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\x37' + '\065', 12766 - 12758), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(55) + chr(0b1100 + 0o50), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b110010) + chr(2592 - 2540) + chr(0b101010 + 0o13), 13993 - 13985), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + '\x31' + '\x31' + chr(2469 - 2418), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5590 - 5479) + '\x34' + chr(52), 0o10), ehT0Px3KOsy9(chr(1990 - 1942) + '\x6f' + chr(0b110010) + chr(2567 - 2516), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + chr(0b110001) + chr(0b1000 + 0o56), 0b1000), ehT0Px3KOsy9('\060' + chr(6236 - 6125) + chr(0b101 + 0o56) + '\x31' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101100 + 0o103) + '\063' + chr(48) + chr(0b100110 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110011) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11010 + 0o27) + chr(48) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(11558 - 11447) + chr(49) + chr(179 - 126), 6640 - 6632), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + chr(0b110110) + chr(1477 - 1427), 0b1000), ehT0Px3KOsy9('\060' + chr(12114 - 12003) + chr(1042 - 993) + '\x36' + chr(52), 8), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110001) + '\061' + chr(51), 8), ehT0Px3KOsy9(chr(1137 - 1089) + chr(111) + chr(51) + chr(375 - 322) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101001 + 0o11) + '\067' + chr(0b11001 + 0o34), 55880 - 55872), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(0b1 + 0o63), 52622 - 52614), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(9479 - 9368) + chr(49) + '\063' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1058 - 1008) + '\x34' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2592 - 2541) + chr(51) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(55) + chr(0b100011 + 0o23), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10117 - 10006) + chr(0b101 + 0o54) + chr(54) + chr(49), 51064 - 51056), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(51) + chr(54), 41323 - 41315)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + '\060', 52709 - 52701)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc'), '\x64' + chr(0b11100 + 0o111) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1011100 + 0o11))('\x75' + '\164' + chr(102) + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def o2CDFXI80hNX(oVre8I6UXc3b, DqS0KY84MKzU):
xafqLlk3kkUe(oVre8I6UXc3b.sess, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1"\xdb\xee\x8a!\xd66};K\xa7'), chr(0b0 + 0o144) + '\145' + '\143' + chr(0b1001100 + 0o43) + '\x64' + chr(0b1101 + 0o130))(chr(0b1101000 + 0o15) + chr(0b1110100) + chr(0b1100110) + chr(459 - 414) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe75\xcb\xba\xbc\x11\xbfuz;p\xe76'), chr(9777 - 9677) + '\x65' + chr(0b1100011) + '\157' + chr(7675 - 7575) + '\145')('\165' + '\164' + chr(102) + chr(0b101101) + chr(2434 - 2378))), feed_dict={xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc \xd8\x84\xba\x11\x97fm('), chr(0b111 + 0o135) + chr(0b1100101) + chr(99) + chr(0b110101 + 0o72) + chr(0b1100100) + chr(5168 - 5067))(chr(0b1110101) + '\164' + '\146' + chr(0b101101) + chr(56))): DqS0KY84MKzU})
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/trainer.py
|
BCTrainer.add_experiences
|
def add_experiences(self, curr_info: AllBrainInfo, next_info: AllBrainInfo,
take_action_outputs):
"""
Adds experiences to each agent's experience history.
:param curr_info: Current AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param next_info: Next AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param take_action_outputs: The outputs of the take action method.
"""
# Used to collect information about student performance.
info_student = curr_info[self.brain_name]
next_info_student = next_info[self.brain_name]
for agent_id in info_student.agents:
self.evaluation_buffer[agent_id].last_brain_info = info_student
for agent_id in next_info_student.agents:
stored_info_student = self.evaluation_buffer[agent_id].last_brain_info
if stored_info_student is None:
continue
else:
next_idx = next_info_student.agents.index(agent_id)
if agent_id not in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
self.cumulative_rewards[agent_id] += next_info_student.rewards[next_idx]
if not next_info_student.local_done[next_idx]:
if agent_id not in self.episode_steps:
self.episode_steps[agent_id] = 0
self.episode_steps[agent_id] += 1
|
python
|
def add_experiences(self, curr_info: AllBrainInfo, next_info: AllBrainInfo,
take_action_outputs):
"""
Adds experiences to each agent's experience history.
:param curr_info: Current AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param next_info: Next AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param take_action_outputs: The outputs of the take action method.
"""
# Used to collect information about student performance.
info_student = curr_info[self.brain_name]
next_info_student = next_info[self.brain_name]
for agent_id in info_student.agents:
self.evaluation_buffer[agent_id].last_brain_info = info_student
for agent_id in next_info_student.agents:
stored_info_student = self.evaluation_buffer[agent_id].last_brain_info
if stored_info_student is None:
continue
else:
next_idx = next_info_student.agents.index(agent_id)
if agent_id not in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
self.cumulative_rewards[agent_id] += next_info_student.rewards[next_idx]
if not next_info_student.local_done[next_idx]:
if agent_id not in self.episode_steps:
self.episode_steps[agent_id] = 0
self.episode_steps[agent_id] += 1
|
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] |
Adds experiences to each agent's experience history.
:param curr_info: Current AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param next_info: Next AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param take_action_outputs: The outputs of the take action method.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/trainer.py#L87-L114
|
train
|
Adds experiences to each agent s experience history.
|
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(0b1001011 + 0o44) + chr(49) + chr(52) + chr(0b110000 + 0o5), 22347 - 22339), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101100 + 0o7) + '\061' + chr(0b110011 + 0o0), 0o10), ehT0Px3KOsy9(chr(678 - 630) + chr(0b110111 + 0o70) + '\x37' + chr(564 - 514), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b101101 + 0o4) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(55) + chr(2200 - 2146), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\x32' + chr(2344 - 2295) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x34' + '\060', 0b1000), ehT0Px3KOsy9(chr(877 - 829) + chr(143 - 32) + '\062' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(552 - 503), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11110 + 0o23) + chr(2466 - 2416) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(52) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\064' + chr(48), 0b1000), ehT0Px3KOsy9(chr(2277 - 2229) + '\x6f' + chr(980 - 930) + '\067' + chr(0b110010 + 0o2), 0b1000), ehT0Px3KOsy9('\x30' + chr(4286 - 4175) + '\061' + '\063' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(354 - 305) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(1726 - 1675) + '\062' + chr(1952 - 1899), 13637 - 13629), ehT0Px3KOsy9('\060' + chr(6352 - 6241) + chr(51) + '\x33' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\067' + chr(50), 8), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(2595 - 2541) + chr(0b1101 + 0o45), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b101100 + 0o103) + chr(1671 - 1621) + chr(0b110100) + chr(179 - 124), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + '\062', 16824 - 16816), ehT0Px3KOsy9('\060' + chr(10576 - 10465) + chr(51) + chr(50) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1000110 + 0o51) + '\x36' + chr(0b110011 + 0o2), 10513 - 10505), ehT0Px3KOsy9('\060' + chr(5134 - 5023) + '\062' + '\063' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(51) + '\x37', 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110011) + chr(0b11011 + 0o31) + chr(717 - 665), 13055 - 13047), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\x35' + chr(1853 - 1799), 50697 - 50689), ehT0Px3KOsy9(chr(0b110000) + chr(8289 - 8178) + '\062' + '\067' + chr(0b1001 + 0o47), 25250 - 25242), ehT0Px3KOsy9('\060' + '\157' + chr(0b10011 + 0o36) + chr(55) + chr(0b10101 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1825 - 1774) + '\063' + chr(0b1 + 0o66), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\067' + chr(635 - 582), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(60 - 11) + chr(0b100010 + 0o23) + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(52), 61601 - 61593), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(233 - 183) + chr(0b110011) + chr(54), 53940 - 53932), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\061' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(401 - 353) + '\x6f' + chr(50) + chr(0b110111) + chr(0b10 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b110110) + chr(1695 - 1646), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001), 16690 - 16682)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(0b0 + 0o65) + '\x30', 17379 - 17371)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'K'), '\x64' + '\145' + chr(0b11100 + 0o107) + chr(111) + '\x64' + chr(101))(chr(0b1110101) + chr(0b100011 + 0o121) + chr(1738 - 1636) + '\055' + chr(2282 - 2226)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UNetVklTvNLx(oVre8I6UXc3b, XoKEpUOqs6zF, RA1aT65ImOMG, NGicoBkrUpwn):
Pug89U4amYqq = XoKEpUOqs6zF[oVre8I6UXc3b.brain_name]
sWganjmp5EUT = RA1aT65ImOMG[oVre8I6UXc3b.brain_name]
for zo8AptUG8P02 in xafqLlk3kkUe(Pug89U4amYqq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xac_\xa0\n\xf8'), '\x64' + chr(5929 - 5828) + chr(8032 - 7933) + '\157' + chr(0b100000 + 0o104) + chr(0b1100101))(chr(4029 - 3912) + '\164' + chr(102) + '\055' + chr(0b111000))):
oVre8I6UXc3b.evaluation_buffer[zo8AptUG8P02].a35pUBi5kYE0 = Pug89U4amYqq
for zo8AptUG8P02 in xafqLlk3kkUe(sWganjmp5EUT, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xac_\xa0\n\xf8'), chr(0b11 + 0o141) + chr(0b101 + 0o140) + chr(5091 - 4992) + '\157' + chr(0b11000 + 0o114) + chr(1467 - 1366))('\x75' + '\164' + chr(0b1100110 + 0o0) + chr(0b101101) + '\070')):
BbMOgZRNhqho = oVre8I6UXc3b.evaluation_buffer[zo8AptUG8P02].a35pUBi5kYE0
if BbMOgZRNhqho is None:
continue
else:
mBzzEpuJdqv5 = sWganjmp5EUT.agents.XdowRbJKZWL9(zo8AptUG8P02)
if zo8AptUG8P02 not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xbeW\xbb\x12\xea\x94{\x7f2\xbe\xd2\xd9(\xad\xa7\xb9I'), chr(100) + '\x65' + chr(0b1 + 0o142) + chr(0b1101111) + '\x64' + '\x65')('\165' + chr(0b10101 + 0o137) + chr(0b1100110) + chr(0b11011 + 0o22) + '\x38')):
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] = ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 0b1000)
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] += sWganjmp5EUT.rewards[mBzzEpuJdqv5]
if not xafqLlk3kkUe(sWganjmp5EUT, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xa4Y\xaf\x12\xd4\x84}g2'), '\144' + chr(0b1100101) + chr(99) + chr(0b1101111) + '\144' + chr(0b1010110 + 0o17))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(840 - 795) + chr(928 - 872)))[mBzzEpuJdqv5]:
if zo8AptUG8P02 not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\xbbS\xbd\x11\xef\x85Mz#\x84\xd0\xcf'), '\x64' + chr(0b1100101) + chr(5842 - 5743) + chr(12055 - 11944) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(11140 - 11024) + chr(0b1100110) + '\055' + chr(56))):
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] = ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + chr(0b100101 + 0o13), 8)
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] += ehT0Px3KOsy9(chr(178 - 130) + chr(2946 - 2835) + '\061', 8)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/trainer.py
|
BCTrainer.process_experiences
|
def process_experiences(self, current_info: AllBrainInfo, next_info: AllBrainInfo):
"""
Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Current AllBrainInfo
:param next_info: Next AllBrainInfo
"""
info_student = next_info[self.brain_name]
for l in range(len(info_student.agents)):
if info_student.local_done[l]:
agent_id = info_student.agents[l]
self.stats['Environment/Cumulative Reward'].append(
self.cumulative_rewards.get(agent_id, 0))
self.stats['Environment/Episode Length'].append(
self.episode_steps.get(agent_id, 0))
self.cumulative_rewards[agent_id] = 0
self.episode_steps[agent_id] = 0
|
python
|
def process_experiences(self, current_info: AllBrainInfo, next_info: AllBrainInfo):
"""
Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Current AllBrainInfo
:param next_info: Next AllBrainInfo
"""
info_student = next_info[self.brain_name]
for l in range(len(info_student.agents)):
if info_student.local_done[l]:
agent_id = info_student.agents[l]
self.stats['Environment/Cumulative Reward'].append(
self.cumulative_rewards.get(agent_id, 0))
self.stats['Environment/Episode Length'].append(
self.episode_steps.get(agent_id, 0))
self.cumulative_rewards[agent_id] = 0
self.episode_steps[agent_id] = 0
|
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] |
Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Current AllBrainInfo
:param next_info: Next AllBrainInfo
|
[
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/trainer.py#L116-L132
|
train
|
Processes the experiments in the current and next AllBrainInfo.
|
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(1617 - 1569) + '\157' + chr(0b110001) + chr(0b101110 + 0o2) + chr(0b100011 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(343 - 295) + '\157' + chr(0b0 + 0o61) + chr(0b1000 + 0o56), 0b1000), ehT0Px3KOsy9(chr(1045 - 997) + '\x6f' + chr(0b10011 + 0o37) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8189 - 8078) + chr(49) + '\x37' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100010 + 0o17) + chr(48) + '\065', 30949 - 30941), ehT0Px3KOsy9(chr(156 - 108) + chr(0b1101111) + chr(1514 - 1465) + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(52) + chr(0b101110 + 0o7), 7040 - 7032), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(51) + chr(55), 28866 - 28858), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2063 - 2013) + chr(50) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\066' + chr(1772 - 1720), 47624 - 47616), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(512 - 464) + chr(7321 - 7210) + chr(1044 - 989) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3088 - 2977) + chr(49) + chr(0b100110 + 0o17) + chr(2688 - 2635), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10110 + 0o131) + chr(0b110011) + chr(1715 - 1665) + chr(0b10111 + 0o31), 31914 - 31906), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + '\062' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\066' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + '\063' + chr(0b101101 + 0o6) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\063' + chr(0b1100 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b110001) + chr(0b100111 + 0o20) + chr(0b1110 + 0o51), 0b1000), ehT0Px3KOsy9(chr(311 - 263) + chr(111) + '\x33' + chr(0b10011 + 0o36) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1562 - 1514) + chr(111) + '\063' + '\065' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(104 - 54) + chr(0b110010) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(2095 - 2047) + '\x6f' + chr(0b11011 + 0o31) + chr(48), 0b1000), ehT0Px3KOsy9(chr(1726 - 1678) + '\x6f' + chr(0b110010 + 0o1) + chr(0b110010) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\067' + '\x37', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100 + 0o56) + '\x34' + chr(279 - 230), 21444 - 21436), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(490 - 439) + '\x33' + chr(0b101110 + 0o10), 453 - 445), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(79 - 29) + chr(476 - 424), 19934 - 19926), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(1967 - 1917) + chr(0b1011 + 0o46), 16194 - 16186), ehT0Px3KOsy9('\060' + chr(111) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(53) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b1000 + 0o51) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(780 - 730) + chr(2515 - 2464) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\x35' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\066' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(904 - 853) + chr(2590 - 2535) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + '\063' + chr(0b101011 + 0o13) + chr(0b10100 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(53) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b1101 + 0o46) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(49) + '\x37' + chr(0b1101 + 0o44), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(11365 - 11254) + chr(0b110101) + chr(0b101001 + 0o7), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'o'), chr(0b1100100) + '\x65' + chr(99) + chr(0b110010 + 0o75) + chr(5631 - 5531) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(102) + chr(770 - 725) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zCrNqxAT4u3Z(oVre8I6UXc3b, KA4tWYdY5Kgb, RA1aT65ImOMG):
Pug89U4amYqq = RA1aT65ImOMG[oVre8I6UXc3b.brain_name]
for aLoH_Mt0dzwO in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(Pug89U4amYqq, xafqLlk3kkUe(SXOLrMavuUCe(b' iu\x131\x1f'), chr(100) + '\x65' + chr(0b11110 + 0o105) + chr(2442 - 2331) + '\144' + '\x65')(chr(7912 - 7795) + chr(116) + chr(0b1100110) + chr(45) + '\x38')))):
if xafqLlk3kkUe(Pug89U4amYqq, xafqLlk3kkUe(SXOLrMavuUCe(b'-as\x1c)3\xc1p\xff\x91'), chr(100) + chr(101) + '\143' + chr(2488 - 2377) + '\144' + chr(0b1100101))('\x75' + chr(2824 - 2708) + chr(8312 - 8210) + chr(0b11111 + 0o16) + chr(56)))[aLoH_Mt0dzwO]:
zo8AptUG8P02 = Pug89U4amYqq.agents[aLoH_Mt0dzwO]
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\x04`f\x147\x03\xcbr\xf4\x9aj\x12.\xa5|\xc2\xb0|\x0b\xa7\x9c\xf5\x00\x84\x1a\xd6\xbf\xa65'), '\144' + '\145' + chr(99) + '\x6f' + chr(1211 - 1111) + chr(101))('\165' + '\x74' + chr(0b1100110) + chr(45) + chr(1496 - 1440))], xafqLlk3kkUe(SXOLrMavuUCe(b' ~`\x18+\x08'), chr(100) + chr(6870 - 6769) + '\x63' + chr(0b1101111) + chr(5701 - 5601) + '\x65')(chr(4142 - 4025) + '\x74' + '\146' + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b.cumulative_rewards, xafqLlk3kkUe(SXOLrMavuUCe(b'&kd'), chr(100) + '\x65' + chr(99) + '\157' + '\144' + chr(5347 - 5246))('\x75' + chr(0b1110100) + chr(9632 - 9530) + chr(565 - 520) + chr(0b111000)))(zo8AptUG8P02, ehT0Px3KOsy9('\x30' + '\x6f' + chr(1951 - 1903), 0o10)))
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\x04`f\x147\x03\xcbr\xf4\x9aj\x12(\xa0x\xc4\xb3y\x1a\xee\xa6\xf5N\xb1\x0b\xc9'), chr(100) + chr(0b111101 + 0o50) + '\x63' + chr(9011 - 8900) + '\144' + chr(101))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(0b110110 + 0o2))], xafqLlk3kkUe(SXOLrMavuUCe(b' ~`\x18+\x08'), chr(8751 - 8651) + '\x65' + chr(0b1100000 + 0o3) + '\157' + chr(0b1010010 + 0o22) + chr(101))(chr(117) + chr(0b111110 + 0o66) + chr(1653 - 1551) + '\055' + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b.episode_steps, xafqLlk3kkUe(SXOLrMavuUCe(b'&kd'), '\144' + chr(0b110101 + 0o60) + chr(1200 - 1101) + chr(0b1101111) + '\144' + chr(2250 - 2149))('\x75' + chr(8491 - 8375) + chr(0b1010010 + 0o24) + chr(45) + chr(56)))(zo8AptUG8P02, ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x30', 8)))
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] = ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + chr(0b100111 + 0o11), 8)
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] = ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(5907 - 5796) + chr(48), 8)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/trainer.py
|
BCTrainer.end_episode
|
def end_episode(self):
"""
A signal that the Episode has ended. The buffer must be reset.
Get only called when the academy resets.
"""
self.evaluation_buffer.reset_local_buffers()
for agent_id in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
for agent_id in self.episode_steps:
self.episode_steps[agent_id] = 0
|
python
|
def end_episode(self):
"""
A signal that the Episode has ended. The buffer must be reset.
Get only called when the academy resets.
"""
self.evaluation_buffer.reset_local_buffers()
for agent_id in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
for agent_id in self.episode_steps:
self.episode_steps[agent_id] = 0
|
[
"def",
"end_episode",
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"self",
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"self",
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"evaluation_buffer",
".",
"reset_local_buffers",
"(",
")",
"for",
"agent_id",
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"self",
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"cumulative_rewards",
":",
"self",
".",
"cumulative_rewards",
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"agent_id",
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"for",
"agent_id",
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"self",
".",
"episode_steps",
":",
"self",
".",
"episode_steps",
"[",
"agent_id",
"]",
"=",
"0"
] |
A signal that the Episode has ended. The buffer must be reset.
Get only called when the academy resets.
|
[
"A",
"signal",
"that",
"the",
"Episode",
"has",
"ended",
".",
"The",
"buffer",
"must",
"be",
"reset",
".",
"Get",
"only",
"called",
"when",
"the",
"academy",
"resets",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/trainer.py#L134-L143
|
train
|
Ends the episode.
|
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(0b101101 + 0o102) + '\063' + chr(50) + '\060', 0o10), ehT0Px3KOsy9(chr(74 - 26) + chr(111) + '\061' + chr(49) + chr(417 - 366), 58423 - 58415), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(2521 - 2469) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b1010 + 0o51) + '\062' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(52) + '\065', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(12202 - 12091) + '\x32' + chr(0b11000 + 0o37) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + chr(0b110010) + '\x30' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\x31' + chr(49) + chr(0b110011), 8), ehT0Px3KOsy9(chr(755 - 707) + chr(0b110111 + 0o70) + chr(0b100 + 0o62) + chr(2422 - 2372), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + chr(0b11011 + 0o31) + chr(2712 - 2659), 4855 - 4847), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(1186 - 1135) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + '\063', 0b1000), ehT0Px3KOsy9(chr(522 - 474) + '\157' + '\x37' + '\x35', 0o10), ehT0Px3KOsy9(chr(495 - 447) + chr(111) + '\x32' + chr(458 - 410), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(1051 - 1002) + chr(1843 - 1794) + chr(87 - 32), 23566 - 23558), ehT0Px3KOsy9(chr(1911 - 1863) + chr(7464 - 7353) + chr(0b101010 + 0o11) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(52) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(11620 - 11509) + chr(0b101111 + 0o3) + chr(0b11010 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(51) + chr(0b11011 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1010011 + 0o34) + chr(0b110010) + '\064' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\067' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(1449 - 1398) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1232 - 1184) + '\157' + chr(1096 - 1046) + chr(0b100001 + 0o20) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(504 - 393) + chr(49) + chr(0b111 + 0o51) + chr(0b101110 + 0o7), 0o10), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(0b110 + 0o53) + '\060' + chr(2036 - 1988), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(225 - 174) + chr(1976 - 1924) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1806 - 1758) + chr(0b1101111) + chr(2439 - 2388) + chr(526 - 477) + chr(0b100000 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(1585 - 1537) + '\x6f' + '\x37' + chr(48), 28657 - 28649), ehT0Px3KOsy9('\x30' + chr(5652 - 5541) + chr(1439 - 1389) + '\x37' + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(10087 - 9976) + chr(50) + chr(2915 - 2860) + chr(0b100000 + 0o26), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(1579 - 1528) + chr(0b101011 + 0o14), 43977 - 43969), ehT0Px3KOsy9(chr(902 - 854) + chr(111) + '\x32' + '\060' + '\x37', 9454 - 9446), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110100 + 0o1) + chr(0b101100 + 0o4), 0b1000), ehT0Px3KOsy9(chr(1314 - 1266) + chr(111) + chr(1225 - 1176) + '\063' + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7882 - 7771) + '\063' + chr(0b10011 + 0o44) + chr(0b111 + 0o60), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1033 - 922) + chr(0b110010) + '\x33' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + '\061' + '\x34' + chr(0b11100 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(6969 - 6858) + chr(0b110010) + chr(2394 - 2343) + chr(0b11111 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(54) + '\x33', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101) + chr(0b10111 + 0o31), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe'), chr(5459 - 5359) + '\145' + '\143' + chr(0b1101111) + chr(5810 - 5710) + '\x65')(chr(0b1110101) + chr(6627 - 6511) + chr(0b1100110) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pNrmUIjLva2J(oVre8I6UXc3b):
xafqLlk3kkUe(oVre8I6UXc3b.evaluation_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2.\x11\xb3\x91\xe3\xe9$QDud_e)}\x81e\xeb'), chr(100) + chr(6543 - 6442) + '\143' + chr(0b11000 + 0o127) + chr(100) + chr(0b1001110 + 0o27))(chr(0b1110101) + chr(116) + '\x66' + chr(45) + chr(56)))()
for zo8AptUG8P02 in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbcrS\xac\xa6\xce\xb3\x18k}pS'), chr(0b11000 + 0o114) + chr(0b1100101) + chr(0b1001000 + 0o33) + chr(0b1011100 + 0o23) + '\144' + '\x65')('\x75' + chr(0b1000010 + 0o62) + chr(102) + chr(45) + '\070')):
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] = ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', 0o10)
for zo8AptUG8P02 in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\x7f\x1a\x83\xb5\x85\xc48\x04\x7fjV'), '\144' + chr(9233 - 9132) + '\x63' + chr(0b100101 + 0o112) + chr(0b1100100) + chr(0b1000 + 0o135))(chr(117) + chr(6294 - 6178) + chr(102) + chr(0b101000 + 0o5) + chr(1365 - 1309))):
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] = ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\x30', 8)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/trainer.py
|
BCTrainer.update_policy
|
def update_policy(self):
"""
Updates the policy.
"""
self.demonstration_buffer.update_buffer.shuffle()
batch_losses = []
num_batches = min(len(self.demonstration_buffer.update_buffer['actions']) //
self.n_sequences, self.batches_per_epoch)
for i in range(num_batches):
update_buffer = self.demonstration_buffer.update_buffer
start = i * self.n_sequences
end = (i + 1) * self.n_sequences
mini_batch = update_buffer.make_mini_batch(start, end)
run_out = self.policy.update(mini_batch, self.n_sequences)
loss = run_out['policy_loss']
batch_losses.append(loss)
if len(batch_losses) > 0:
self.stats['Losses/Cloning Loss'].append(np.mean(batch_losses))
else:
self.stats['Losses/Cloning Loss'].append(0)
|
python
|
def update_policy(self):
"""
Updates the policy.
"""
self.demonstration_buffer.update_buffer.shuffle()
batch_losses = []
num_batches = min(len(self.demonstration_buffer.update_buffer['actions']) //
self.n_sequences, self.batches_per_epoch)
for i in range(num_batches):
update_buffer = self.demonstration_buffer.update_buffer
start = i * self.n_sequences
end = (i + 1) * self.n_sequences
mini_batch = update_buffer.make_mini_batch(start, end)
run_out = self.policy.update(mini_batch, self.n_sequences)
loss = run_out['policy_loss']
batch_losses.append(loss)
if len(batch_losses) > 0:
self.stats['Losses/Cloning Loss'].append(np.mean(batch_losses))
else:
self.stats['Losses/Cloning Loss'].append(0)
|
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] |
Updates the policy.
|
[
"Updates",
"the",
"policy",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/trainer.py#L152-L171
|
train
|
Updates the policy.
|
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(51) + '\065' + chr(0b1111 + 0o46), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001 + 0o1) + '\063' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\067' + chr(952 - 903), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + '\062' + chr(0b110001) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(2160 - 2112) + chr(0b1101111) + chr(1041 - 992) + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(2369 - 2314) + chr(52), 48108 - 48100), ehT0Px3KOsy9(chr(457 - 409) + '\157' + chr(0b110010) + chr(0b10111 + 0o33) + chr(49), 0o10), ehT0Px3KOsy9(chr(357 - 309) + chr(111) + '\x32' + chr(0b11011 + 0o34) + chr(52), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(1948 - 1898) + '\062' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(0b1100 + 0o47) + '\060' + chr(53), 9300 - 9292), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\062' + chr(48) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\064' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b110100) + chr(49), 0o10), ehT0Px3KOsy9(chr(599 - 551) + chr(111) + '\061' + chr(0b110101) + chr(0b11101 + 0o26), 61853 - 61845), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2263 - 2212) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110001) + chr(517 - 467), 55017 - 55009), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1828 - 1780) + chr(0b1101111) + '\x33' + chr(50) + chr(1070 - 1020), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\x32' + chr(53) + chr(1432 - 1382), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b11011 + 0o124) + chr(710 - 661) + chr(54) + chr(2336 - 2285), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10000 + 0o46) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1734 - 1686) + chr(9240 - 9129) + chr(1089 - 1038) + chr(49) + '\x37', 46762 - 46754), ehT0Px3KOsy9('\060' + '\x6f' + chr(305 - 256) + '\x30' + '\x31', 11287 - 11279), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(888 - 839) + chr(51), 8571 - 8563), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x34' + chr(0b110010), 3841 - 3833), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + chr(50), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(1925 - 1873) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1656 - 1605) + chr(492 - 438) + chr(49), 34048 - 34040), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + '\x32' + '\x33' + '\063', 0b1000), ehT0Px3KOsy9(chr(1168 - 1120) + chr(111) + chr(49) + chr(0b110010) + chr(49), 11855 - 11847), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(0b110010) + '\064' + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x35' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(356 - 245) + chr(2048 - 1998) + chr(54) + chr(53), 5685 - 5677), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(11267 - 11156) + '\063' + chr(51) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b10 + 0o56) + chr(0b110 + 0o56), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(743 - 694) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(7033 - 6922) + '\x36' + chr(49), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(64 - 16), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3'), chr(4595 - 4495) + chr(0b101100 + 0o71) + chr(99) + '\x6f' + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def f4rPwaLpaLNb(oVre8I6UXc3b):
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer.update_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\xf6L\xed6\xd0\xf4'), chr(100) + chr(101) + chr(0b1100011) + chr(1397 - 1286) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(9069 - 8953) + chr(0b1111 + 0o127) + chr(951 - 906) + chr(56)))()
m10l9CbVuhqK = []
ISOsXl5B284v = Dx22bkKPdt5d(c2A0yzQpDQB3(oVre8I6UXc3b.demonstration_buffer.update_buffer[xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xfdM\xe2?\xd2\xe2'), chr(0b1011001 + 0o13) + chr(0b1100101) + chr(0b100111 + 0o74) + chr(111) + chr(100) + chr(101))(chr(117) + chr(0b1110100) + '\146' + chr(657 - 612) + chr(1709 - 1653))]) // oVre8I6UXc3b.n_sequences, oVre8I6UXc3b.batches_per_epoch)
for WVxHKyX45z_L in vQr8gNKaIaWE(ISOsXl5B284v):
INt128V5vx81 = oVre8I6UXc3b.demonstration_buffer.update_buffer
avRbFsnfJxQj = WVxHKyX45z_L * oVre8I6UXc3b.n_sequences
whWDZq5_lP01 = (WVxHKyX45z_L + ehT0Px3KOsy9(chr(1134 - 1086) + chr(2979 - 2868) + chr(1525 - 1476), 0o10)) * oVre8I6UXc3b.n_sequences
Bc3c2u_NW7UC = INt128V5vx81.make_mini_batch(avRbFsnfJxQj, whWDZq5_lP01)
hbuwPEvjRLjH = oVre8I6UXc3b.policy.ZtAEiNJny4e0(Bc3c2u_NW7UC, oVre8I6UXc3b.n_sequences)
YpO0BcZ6fMsf = hbuwPEvjRLjH[xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\xf1U\xe23\xc5\xce\xd0\xfa\xb6\xf5'), chr(100) + chr(0b1011011 + 0o12) + '\x63' + chr(3187 - 3076) + chr(6251 - 6151) + chr(1899 - 1798))(chr(117) + chr(0b1110100) + '\x66' + chr(1134 - 1089) + chr(0b101101 + 0o13))]
xafqLlk3kkUe(m10l9CbVuhqK, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xeeI\xee>\xd8'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1010110 + 0o31) + chr(100) + '\x65')(chr(0b1110001 + 0o4) + chr(1779 - 1663) + '\146' + '\055' + chr(0b11101 + 0o33)))(YpO0BcZ6fMsf)
if c2A0yzQpDQB3(m10l9CbVuhqK) > ehT0Px3KOsy9(chr(48) + chr(919 - 808) + '\060', 15565 - 15557):
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xf1J\xf85\xcf\xbe\xff\xf9\xaa\xe8IQ\xc6KV\xe5^c'), chr(100) + chr(6498 - 6397) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(10063 - 9947) + chr(0b100011 + 0o103) + '\055' + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xeeI\xee>\xd8'), chr(0b1100010 + 0o2) + '\x65' + '\143' + chr(111) + chr(527 - 427) + '\145')(chr(117) + chr(11773 - 11657) + chr(7477 - 7375) + chr(0b11101 + 0o20) + chr(2583 - 2527)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xd4Q\xc2$\xff\xce\xea\xf4\xb2\xeaW'), '\144' + '\145' + chr(0b10000 + 0o123) + chr(111) + chr(9193 - 9093) + chr(0b1100101))(chr(117) + '\164' + '\x66' + chr(0b10100 + 0o31) + '\x38'))(m10l9CbVuhqK))
else:
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xf1J\xf85\xcf\xbe\xff\xf9\xaa\xe8IQ\xc6KV\xe5^c'), '\x64' + chr(5009 - 4908) + '\143' + chr(10240 - 10129) + chr(100) + chr(0b100111 + 0o76))('\165' + chr(0b1011 + 0o151) + chr(0b100001 + 0o105) + chr(45) + chr(0b11000 + 0o40))], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xeeI\xee>\xd8'), '\x64' + chr(0b1111 + 0o126) + chr(0b1100011) + chr(111) + '\144' + chr(7364 - 7263))(chr(4201 - 4084) + chr(0b1110100) + chr(0b1001 + 0o135) + chr(0b10001 + 0o34) + chr(0b111000)))(ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(1115 - 1004) + '\060', 8))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_global_steps
|
def create_global_steps():
"""Creates TF ops to track and increment global training step."""
global_step = tf.Variable(0, name="global_step", trainable=False, dtype=tf.int32)
increment_step = tf.assign(global_step, tf.add(global_step, 1))
return global_step, increment_step
|
python
|
def create_global_steps():
"""Creates TF ops to track and increment global training step."""
global_step = tf.Variable(0, name="global_step", trainable=False, dtype=tf.int32)
increment_step = tf.assign(global_step, tf.add(global_step, 1))
return global_step, increment_step
|
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] |
Creates TF ops to track and increment global training step.
|
[
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L43-L47
|
train
|
Creates TF ops to track and increment global training 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(0b11000 + 0o30) + chr(0b1101111) + '\x31' + chr(0b100000 + 0o22) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(1501 - 1390) + chr(0b110 + 0o53) + chr(0b11001 + 0o33) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1225 - 1176) + chr(0b101000 + 0o11) + chr(0b110110), 63081 - 63073), ehT0Px3KOsy9(chr(499 - 451) + '\157' + '\063' + '\063' + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(49) + chr(0b101101 + 0o3), 59925 - 59917), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\x34' + chr(0b110111), 60853 - 60845), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10010 + 0o37) + '\x36' + chr(0b110101), 64619 - 64611), ehT0Px3KOsy9(chr(244 - 196) + chr(111) + chr(2067 - 2018) + '\065' + chr(0b11101 + 0o26), 33604 - 33596), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1100 + 0o46) + chr(1330 - 1276) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(50) + '\x30' + chr(0b11001 + 0o31), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\067' + chr(0b1101 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(1926 - 1878) + '\157' + chr(0b110010) + '\x35' + chr(1239 - 1191), 49078 - 49070), ehT0Px3KOsy9('\x30' + chr(1283 - 1172) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(51) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5907 - 5796) + '\x31' + chr(0b110010) + chr(1117 - 1063), 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(51) + '\x37' + chr(0b101110 + 0o10), 55996 - 55988), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b10011 + 0o134) + chr(0b11100 + 0o27) + chr(0b11100 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(51) + chr(0b10 + 0o65) + chr(0b100101 + 0o17), 34799 - 34791), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(0b110001 + 0o0) + '\067' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2073 - 2023) + chr(1076 - 1027) + chr(0b101010 + 0o7), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b110010 + 0o5) + chr(0b110111), 42277 - 42269), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110100) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(3671 - 3560) + chr(298 - 247) + '\x34' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4902 - 4791) + '\062' + chr(0b110010 + 0o5) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1089 - 1039) + '\061' + chr(0b110 + 0o56), 28629 - 28621), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b100 + 0o57) + chr(0b110110) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\065' + chr(0b110011), 47347 - 47339), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b110100 + 0o73) + '\061' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(55) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1127 - 1079) + chr(0b1101111) + chr(0b111 + 0o54) + chr(0b110101) + chr(48), 39496 - 39488), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(53) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3159 - 3048) + chr(0b110001) + chr(52) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8520 - 8409) + '\062' + '\x37' + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(11995 - 11884) + chr(946 - 897) + chr(2212 - 2157) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\x30' + chr(0b10 + 0o56), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1010 + 0o47) + chr(0b110011) + chr(0b110000), 8), ehT0Px3KOsy9(chr(1505 - 1457) + '\x6f' + '\x31' + chr(0b110101) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(3004 - 2893) + chr(92 - 43) + '\064' + chr(49), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(4268 - 4157) + chr(2512 - 2459) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'x'), '\x64' + chr(1715 - 1614) + chr(0b110000 + 0o63) + chr(0b1101111) + chr(100) + '\x65')(chr(117) + chr(116) + chr(102) + '\x2d' + chr(1343 - 1287)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CXOIdT3M85ps():
tnqEWmPx71Oj = IDJ2eXGCBCDu.Variable(ehT0Px3KOsy9(chr(48) + '\x6f' + chr(48), 40746 - 40738), name=xafqLlk3kkUe(SXOLrMavuUCe(b'1\r!\xbd\xe9\x8b*\x18)\xd7\xf2'), '\144' + chr(6606 - 6505) + '\143' + '\x6f' + chr(3183 - 3083) + chr(0b111101 + 0o50))(chr(0b1110101) + chr(12931 - 12815) + chr(0b1100110) + chr(0b100 + 0o51) + chr(56)), trainable=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110000), 8), dtype=IDJ2eXGCBCDu.int32)
zPCescCH5xjV = IDJ2eXGCBCDu.assign(tnqEWmPx71Oj, IDJ2eXGCBCDu.add(tnqEWmPx71Oj, ehT0Px3KOsy9(chr(1418 - 1370) + chr(8189 - 8078) + chr(0b110001), 52782 - 52774)))
return (tnqEWmPx71Oj, zPCescCH5xjV)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_visual_input
|
def create_visual_input(camera_parameters, name):
"""
Creates image input op.
:param camera_parameters: Parameters for visual observation from BrainInfo.
:param name: Desired name of input op.
:return: input op.
"""
o_size_h = camera_parameters['height']
o_size_w = camera_parameters['width']
bw = camera_parameters['blackAndWhite']
if bw:
c_channels = 1
else:
c_channels = 3
visual_in = tf.placeholder(shape=[None, o_size_h, o_size_w, c_channels], dtype=tf.float32,
name=name)
return visual_in
|
python
|
def create_visual_input(camera_parameters, name):
"""
Creates image input op.
:param camera_parameters: Parameters for visual observation from BrainInfo.
:param name: Desired name of input op.
:return: input op.
"""
o_size_h = camera_parameters['height']
o_size_w = camera_parameters['width']
bw = camera_parameters['blackAndWhite']
if bw:
c_channels = 1
else:
c_channels = 3
visual_in = tf.placeholder(shape=[None, o_size_h, o_size_w, c_channels], dtype=tf.float32,
name=name)
return visual_in
|
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] |
Creates image input op.
:param camera_parameters: Parameters for visual observation from BrainInfo.
:param name: Desired name of input op.
:return: input op.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L55-L73
|
train
|
Creates image input op.
|
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(429 - 381) + chr(0b1101111) + '\061' + chr(0b110101) + chr(2738 - 2685), 45784 - 45776), ehT0Px3KOsy9(chr(293 - 245) + chr(0b101101 + 0o102) + chr(0b0 + 0o62) + chr(53) + '\x37', 0o10), ehT0Px3KOsy9(chr(115 - 67) + chr(111) + chr(0b110001) + '\064' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1111 + 0o140) + '\061' + chr(644 - 589) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1937 - 1826) + chr(51) + chr(2127 - 2076) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\x31' + chr(0b1011 + 0o54) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(6590 - 6479) + chr(51) + '\066' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(838 - 786) + chr(1749 - 1697), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b10101 + 0o35) + '\x30' + chr(0b110010 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\067' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110101) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b1001 + 0o53) + chr(0b10010 + 0o41), 12683 - 12675), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\061' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(51) + '\x34' + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + '\x32' + chr(0b1010 + 0o54) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o46) + '\060' + chr(2505 - 2452), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101000 + 0o107) + '\x33' + chr(50) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8037 - 7926) + chr(0b11 + 0o64) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(728 - 676) + chr(0b11100 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(52) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(366 - 318) + chr(111) + chr(49) + '\060', 17204 - 17196), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b0 + 0o60), 0o10), ehT0Px3KOsy9(chr(48) + chr(1873 - 1762) + chr(0b110011) + chr(0b110001) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100101 + 0o14) + chr(0b110010) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(852 - 801) + '\x35' + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x37' + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(401 - 352) + '\x36' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\066' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(54 - 6) + chr(0b1101111) + chr(2268 - 2219) + chr(54) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1100 + 0o50), 0o10), ehT0Px3KOsy9(chr(48) + chr(7118 - 7007) + chr(0b110011) + chr(0b110001 + 0o4) + '\065', 59169 - 59161), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b101000 + 0o10) + chr(2639 - 2587), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101010 + 0o15) + chr(0b11010 + 0o31), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b101001 + 0o15) + chr(0b101 + 0o53), 8), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + '\x31' + chr(0b110011) + chr(51), 59981 - 59973), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\063' + '\x34', 55759 - 55751), ehT0Px3KOsy9('\060' + '\x6f' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4466 - 4355) + '\067' + chr(2015 - 1967), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x35' + '\x33', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'C'), chr(100) + chr(2021 - 1920) + chr(99) + chr(0b1101111) + chr(0b1001001 + 0o33) + '\145')('\x75' + '\164' + chr(7602 - 7500) + chr(0b101101) + chr(1359 - 1303)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GTdWBSQKFHRZ(OXjCXj7X2iE7, AIvJRzLdDfgF):
OPwRbo24yS0L = OXjCXj7X2iE7[xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\xca\x08\x1e\xb2\x0f'), chr(3091 - 2991) + chr(751 - 650) + '\143' + '\157' + '\144' + chr(101))(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + '\070')]
TomQWrxqDIqZ = OXjCXj7X2iE7[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xc6\x05\r\xb2'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + chr(2534 - 2434) + chr(0b10110 + 0o117))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b10101 + 0o30) + chr(386 - 330))]
IWOaoV_MxyIT = OXjCXj7X2iE7[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xc3\x00\x1a\xb1:\x9f\xc0\xd4\x92\x00\x97\xeb'), chr(520 - 420) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b10110 + 0o117))(chr(117) + chr(0b110001 + 0o103) + chr(102) + chr(0b101101) + chr(1184 - 1128))]
if IWOaoV_MxyIT:
ZCqARRynXbiL = ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31', 8)
else:
ZCqARRynXbiL = ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063', 61503 - 61495)
LlqP7fA3uNm_ = IDJ2eXGCBCDu.placeholder(shape=[None, OPwRbo24yS0L, TomQWrxqDIqZ, ZCqARRynXbiL], dtype=IDJ2eXGCBCDu.float32, name=AIvJRzLdDfgF)
return LlqP7fA3uNm_
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_vector_input
|
def create_vector_input(self, name='vector_observation'):
"""
Creates ops for vector observation input.
:param name: Name of the placeholder op.
:param vec_obs_size: Size of stacked vector observation.
:return:
"""
self.vector_in = tf.placeholder(shape=[None, self.vec_obs_size], dtype=tf.float32,
name=name)
if self.normalize:
self.running_mean = tf.get_variable("running_mean", [self.vec_obs_size],
trainable=False, dtype=tf.float32,
initializer=tf.zeros_initializer())
self.running_variance = tf.get_variable("running_variance", [self.vec_obs_size],
trainable=False,
dtype=tf.float32,
initializer=tf.ones_initializer())
self.update_mean, self.update_variance = self.create_normalizer_update(self.vector_in)
self.normalized_state = tf.clip_by_value((self.vector_in - self.running_mean) / tf.sqrt(
self.running_variance / (tf.cast(self.global_step, tf.float32) + 1)), -5, 5,
name="normalized_state")
return self.normalized_state
else:
return self.vector_in
|
python
|
def create_vector_input(self, name='vector_observation'):
"""
Creates ops for vector observation input.
:param name: Name of the placeholder op.
:param vec_obs_size: Size of stacked vector observation.
:return:
"""
self.vector_in = tf.placeholder(shape=[None, self.vec_obs_size], dtype=tf.float32,
name=name)
if self.normalize:
self.running_mean = tf.get_variable("running_mean", [self.vec_obs_size],
trainable=False, dtype=tf.float32,
initializer=tf.zeros_initializer())
self.running_variance = tf.get_variable("running_variance", [self.vec_obs_size],
trainable=False,
dtype=tf.float32,
initializer=tf.ones_initializer())
self.update_mean, self.update_variance = self.create_normalizer_update(self.vector_in)
self.normalized_state = tf.clip_by_value((self.vector_in - self.running_mean) / tf.sqrt(
self.running_variance / (tf.cast(self.global_step, tf.float32) + 1)), -5, 5,
name="normalized_state")
return self.normalized_state
else:
return self.vector_in
|
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] |
Creates ops for vector observation input.
:param name: Name of the placeholder op.
:param vec_obs_size: Size of stacked vector observation.
:return:
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L75-L99
|
train
|
Creates the vector input.
|
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(8251 - 8140) + '\x33' + '\066' + chr(1967 - 1913), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(48) + chr(0b100100 + 0o16), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\064' + chr(0b10100 + 0o34), 0o10), ehT0Px3KOsy9(chr(1245 - 1197) + '\x6f' + chr(49), 0b1000), ehT0Px3KOsy9(chr(1782 - 1734) + chr(111) + '\063' + chr(0b11 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + chr(2794 - 2683) + chr(2140 - 2091) + chr(0b110110) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + '\x33' + '\x31' + chr(0b100000 + 0o27), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(0b110010) + chr(0b110110) + '\x33', 0o10), ehT0Px3KOsy9(chr(1718 - 1670) + '\x6f' + chr(50) + chr(0b110010) + chr(0b100101 + 0o15), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1001 + 0o50) + '\062' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x32' + chr(0b100010 + 0o22), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + '\x32' + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9222 - 9111) + chr(0b110011) + '\066' + chr(1575 - 1520), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(52) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(7316 - 7205) + chr(50) + chr(0b11111 + 0o25) + chr(0b1101 + 0o44), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110100) + chr(0b11110 + 0o27), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(2391 - 2337) + chr(1056 - 1003), 20377 - 20369), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + '\x36' + '\x34', 14864 - 14856), ehT0Px3KOsy9(chr(1030 - 982) + '\157' + chr(1691 - 1641) + chr(1837 - 1788) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\060' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(0b10001 + 0o41) + chr(1953 - 1903), 26189 - 26181), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + '\x33' + '\x37' + chr(1154 - 1105), 0b1000), ehT0Px3KOsy9(chr(1266 - 1218) + chr(0b1101111) + chr(0b101100 + 0o7) + '\x32' + '\060', 38351 - 38343), ehT0Px3KOsy9('\x30' + chr(0b110010 + 0o75) + '\062' + chr(0b110001 + 0o1) + chr(924 - 869), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b11011 + 0o31) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + '\x31' + chr(52) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1097 - 1049) + chr(0b1010110 + 0o31) + '\x32' + chr(2427 - 2374) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(121 - 70) + chr(0b110011) + chr(1756 - 1705), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(49) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1805 - 1757) + chr(0b1101111) + chr(0b110110) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x30' + chr(0b110000), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\066' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11110 + 0o23) + chr(48) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + '\x37' + chr(0b110101), 36305 - 36297), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(0b110000 + 0o3) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(2210 - 2158) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(52) + chr(0b101100 + 0o10), 8), ehT0Px3KOsy9(chr(2239 - 2191) + '\157' + chr(0b100000 + 0o23) + chr(0b11011 + 0o26) + '\060', 21627 - 21619), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b10 + 0o62) + chr(2216 - 2167), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(784 - 736) + chr(111) + '\065' + '\060', 40711 - 40703)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8'), '\144' + chr(0b100110 + 0o77) + chr(7303 - 7204) + '\157' + chr(6702 - 6602) + chr(101))(chr(6187 - 6070) + chr(0b1110100) + chr(0b100011 + 0o103) + chr(1224 - 1179) + chr(0b101000 + 0o20)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Mz4Y8sG9R2tR(oVre8I6UXc3b, AIvJRzLdDfgF=xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\xa7Cuu\x03\x90\xdc\xf0$\xf1\xc9\x81\x7f\x90\xc8\n['), chr(8694 - 8594) + chr(205 - 104) + '\x63' + chr(0b110000 + 0o77) + chr(9298 - 9198) + '\145')(chr(0b1110010 + 0o3) + '\x74' + chr(0b1100110) + chr(1740 - 1695) + '\x38')):
oVre8I6UXc3b.Nd1kr6et0GC7 = IDJ2eXGCBCDu.placeholder(shape=[None, oVre8I6UXc3b.vec_obs_size], dtype=IDJ2eXGCBCDu.float32, name=AIvJRzLdDfgF)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x8dbJ,C\xa8\xf9\xc1;\xdb\xd3'), chr(9063 - 8963) + chr(0b1000111 + 0o36) + chr(0b1001010 + 0o31) + chr(4642 - 4531) + chr(100) + '\x65')('\x75' + chr(0b1101 + 0o147) + chr(0b11111 + 0o107) + chr(0b10 + 0o53) + '\070')):
oVre8I6UXc3b.hYvkDCs0VVvT = IDJ2eXGCBCDu.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\xb7Nos\x1f\xa8\xec\xff2\xf5\xd5'), '\144' + chr(101) + chr(0b1100011) + '\x6f' + '\x64' + chr(101))('\165' + '\x74' + chr(102) + chr(1104 - 1059) + chr(0b111000)), [oVre8I6UXc3b.vec_obs_size], trainable=ehT0Px3KOsy9(chr(1110 - 1062) + '\x6f' + '\x30', ord("\x08")), dtype=IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.zeros_initializer())
oVre8I6UXc3b.DT2TtCTHQKEZ = IDJ2eXGCBCDu.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\xb7Nos\x1f\xa8\xec\xe46\xe6\xd2\x96p\x87\xc4'), chr(0b1011110 + 0o6) + '\145' + chr(0b1001 + 0o132) + chr(111) + chr(0b1101 + 0o127) + '\x65')(chr(0b101001 + 0o114) + chr(116) + '\x66' + '\x2d' + '\x38'), [oVre8I6UXc3b.vec_obs_size], trainable=ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000), 8), dtype=IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.ones_initializer())
(oVre8I6UXc3b.Xpq8Ceb4Iis6, oVre8I6UXc3b.VnyJZhEiWEzW) = oVre8I6UXc3b.create_normalizer_update(oVre8I6UXc3b.Nd1kr6et0GC7)
oVre8I6UXc3b.T3FLuYuXddcC = IDJ2eXGCBCDu.clip_by_value((oVre8I6UXc3b.Nd1kr6et0GC7 - oVre8I6UXc3b.hYvkDCs0VVvT) / IDJ2eXGCBCDu.sqrt(oVre8I6UXc3b.DT2TtCTHQKEZ / (IDJ2eXGCBCDu.cast(oVre8I6UXc3b.global_step, IDJ2eXGCBCDu.float32) + ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061', 8))), -ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(3269 - 3158) + '\065', 21258 - 21250), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + chr(53), 8), name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\xadRl{\x1d\xa6\xc9\xf73\xcb\xc8\x83\x7f\x90\xc4'), chr(681 - 581) + '\145' + '\x63' + '\157' + chr(3493 - 3393) + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(2872 - 2816)))
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xf1fMo(\xba\xeb\xf63\xf7\xf8'), '\144' + chr(2468 - 2367) + chr(2861 - 2762) + '\157' + chr(100) + chr(0b100110 + 0o77))(chr(7989 - 7872) + '\164' + chr(102) + chr(45) + chr(56)))
else:
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xa6\x11jhG\xaa\xc7\xa2\x10\xd7\x8c'), '\144' + chr(0b1100101) + '\143' + chr(11691 - 11580) + chr(0b1100100) + chr(0b10011 + 0o122))(chr(117) + chr(11475 - 11359) + '\x66' + chr(45) + '\x38'))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_vector_observation_encoder
|
def create_vector_observation_encoder(observation_input, h_size, activation, num_layers, scope,
reuse):
"""
Builds a set of hidden state encoders.
:param reuse: Whether to re-use the weights within the same scope.
:param scope: Graph scope for the encoder ops.
:param observation_input: Input vector.
:param h_size: Hidden layer size.
:param activation: What type of activation function to use for layers.
:param num_layers: number of hidden layers to create.
:return: List of hidden layer tensors.
"""
with tf.variable_scope(scope):
hidden = observation_input
for i in range(num_layers):
hidden = tf.layers.dense(hidden, h_size, activation=activation, reuse=reuse,
name="hidden_{}".format(i),
kernel_initializer=c_layers.variance_scaling_initializer(
1.0))
return hidden
|
python
|
def create_vector_observation_encoder(observation_input, h_size, activation, num_layers, scope,
reuse):
"""
Builds a set of hidden state encoders.
:param reuse: Whether to re-use the weights within the same scope.
:param scope: Graph scope for the encoder ops.
:param observation_input: Input vector.
:param h_size: Hidden layer size.
:param activation: What type of activation function to use for layers.
:param num_layers: number of hidden layers to create.
:return: List of hidden layer tensors.
"""
with tf.variable_scope(scope):
hidden = observation_input
for i in range(num_layers):
hidden = tf.layers.dense(hidden, h_size, activation=activation, reuse=reuse,
name="hidden_{}".format(i),
kernel_initializer=c_layers.variance_scaling_initializer(
1.0))
return hidden
|
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Builds a set of hidden state encoders.
:param reuse: Whether to re-use the weights within the same scope.
:param scope: Graph scope for the encoder ops.
:param observation_input: Input vector.
:param h_size: Hidden layer size.
:param activation: What type of activation function to use for layers.
:param num_layers: number of hidden layers to create.
:return: List of hidden layer tensors.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L112-L131
|
train
|
Creates a set of hidden state encoders for a vector observation.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + '\063' + chr(0b110100) + chr(1531 - 1483), 0b1000), ehT0Px3KOsy9(chr(1709 - 1661) + '\x6f' + chr(51) + '\064' + chr(955 - 902), 0b1000), ehT0Px3KOsy9('\060' + chr(10431 - 10320) + chr(50) + chr(54) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b10 + 0o155) + '\x33' + chr(51) + chr(48), 0o10), ehT0Px3KOsy9(chr(1920 - 1872) + '\157' + chr(0b11110 + 0o25) + '\063' + chr(1477 - 1428), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52), 40022 - 40014), ehT0Px3KOsy9(chr(1437 - 1389) + '\x6f' + '\067' + '\x31', 0b1000), ehT0Px3KOsy9(chr(1046 - 998) + chr(111) + chr(2078 - 2027) + '\061' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(0b110010) + chr(49) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b10000 + 0o40) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x36' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1870 - 1822) + chr(111) + '\067' + chr(1768 - 1717), 27780 - 27772), ehT0Px3KOsy9(chr(1939 - 1891) + chr(0b1101111) + '\062' + chr(1724 - 1674), 16837 - 16829), ehT0Px3KOsy9('\x30' + chr(4405 - 4294) + chr(50) + chr(50) + chr(0b101101 + 0o11), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10101 + 0o34) + '\x31' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(730 - 682) + chr(0b100100 + 0o113) + chr(0b1001 + 0o52) + chr(0b0 + 0o61) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110111) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\062' + '\061', 53910 - 53902), ehT0Px3KOsy9(chr(1542 - 1494) + chr(0b1101111) + chr(0b101 + 0o60) + '\061', 0o10), ehT0Px3KOsy9(chr(1289 - 1241) + '\157' + chr(49) + chr(50) + chr(0b100 + 0o60), 40444 - 40436), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x30' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(1977 - 1866) + '\x32' + chr(0b100111 + 0o16) + '\063', 40691 - 40683), ehT0Px3KOsy9(chr(492 - 444) + '\x6f' + '\062' + '\x33' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(1605 - 1557), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(0b110010) + '\066' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10001 + 0o45) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(241 - 193) + chr(11278 - 11167) + chr(49) + chr(0b110111) + chr(0b101100 + 0o7), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10110 + 0o35) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + '\x32' + chr(53) + chr(0b1 + 0o65), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011011 + 0o24) + chr(50) + chr(372 - 318) + chr(1611 - 1559), 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(386 - 337) + '\061' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100011 + 0o114) + '\061' + chr(0b110100) + chr(51), 50504 - 50496), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x37' + '\062', 6109 - 6101), ehT0Px3KOsy9('\x30' + chr(8955 - 8844) + chr(54) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b101010 + 0o6) + chr(0b110111), 42619 - 42611), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b11100 + 0o123) + chr(2352 - 2303) + chr(55) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(307 - 256) + '\x30' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b101101 + 0o3) + chr(0b100001 + 0o20), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1 + 0o62) + chr(0b10111 + 0o33) + chr(0b110111), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(8132 - 8021) + chr(1425 - 1372) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xce'), '\144' + chr(0b1100101) + '\x63' + chr(6088 - 5977) + chr(100) + '\145')(chr(0b1110101) + '\164' + '\146' + chr(45) + chr(2652 - 2596)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def W9vHcKoQ_79m(mhFvoZi0o0zh, R7iRIAR80tMl, _GyOifGFZyk1, uftkTXJyNORO, CJBHNoj4zKoT, pmC5wdSFgdFj):
with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\x84\xc6\xb1\xb8fU\xa8\xd5w\xa4\x9aKw'), chr(100) + chr(403 - 302) + chr(0b10110 + 0o115) + chr(0b1101111) + '\x64' + '\x65')('\x75' + '\164' + chr(102) + '\055' + chr(0b11 + 0o65)))(CJBHNoj4zKoT):
CknQN6tef5sc = mhFvoZi0o0zh
for WVxHKyX45z_L in vQr8gNKaIaWE(uftkTXJyNORO):
CknQN6tef5sc = IDJ2eXGCBCDu.layers.dense(CknQN6tef5sc, R7iRIAR80tMl, activation=_GyOifGFZyk1, reuse=pmC5wdSFgdFj, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\x8c\xd0\xbc\xbcjf\xb6\xf7'), chr(9870 - 9770) + chr(7959 - 7858) + '\x63' + '\x6f' + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(7962 - 7860) + chr(0b101101) + '\x38').format(WVxHKyX45z_L), kernel_initializer=dKlutVU1dczM.variance_scaling_initializer(1.0))
return CknQN6tef5sc
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_visual_observation_encoder
|
def create_visual_observation_encoder(self, image_input, h_size, activation, num_layers, scope,
reuse):
"""
Builds a set of visual (CNN) encoders.
:param reuse: Whether to re-use the weights within the same scope.
:param scope: The scope of the graph within which to create the ops.
:param image_input: The placeholder for the image input to use.
:param h_size: Hidden layer size.
:param activation: What type of activation function to use for layers.
:param num_layers: number of hidden layers to create.
:return: List of hidden layer tensors.
"""
with tf.variable_scope(scope):
conv1 = tf.layers.conv2d(image_input, 16, kernel_size=[8, 8], strides=[4, 4],
activation=tf.nn.elu, reuse=reuse, name="conv_1")
conv2 = tf.layers.conv2d(conv1, 32, kernel_size=[4, 4], strides=[2, 2],
activation=tf.nn.elu, reuse=reuse, name="conv_2")
hidden = c_layers.flatten(conv2)
with tf.variable_scope(scope + '/' + 'flat_encoding'):
hidden_flat = self.create_vector_observation_encoder(hidden, h_size, activation,
num_layers, scope, reuse)
return hidden_flat
|
python
|
def create_visual_observation_encoder(self, image_input, h_size, activation, num_layers, scope,
reuse):
"""
Builds a set of visual (CNN) encoders.
:param reuse: Whether to re-use the weights within the same scope.
:param scope: The scope of the graph within which to create the ops.
:param image_input: The placeholder for the image input to use.
:param h_size: Hidden layer size.
:param activation: What type of activation function to use for layers.
:param num_layers: number of hidden layers to create.
:return: List of hidden layer tensors.
"""
with tf.variable_scope(scope):
conv1 = tf.layers.conv2d(image_input, 16, kernel_size=[8, 8], strides=[4, 4],
activation=tf.nn.elu, reuse=reuse, name="conv_1")
conv2 = tf.layers.conv2d(conv1, 32, kernel_size=[4, 4], strides=[2, 2],
activation=tf.nn.elu, reuse=reuse, name="conv_2")
hidden = c_layers.flatten(conv2)
with tf.variable_scope(scope + '/' + 'flat_encoding'):
hidden_flat = self.create_vector_observation_encoder(hidden, h_size, activation,
num_layers, scope, reuse)
return hidden_flat
|
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] |
Builds a set of visual (CNN) encoders.
:param reuse: Whether to re-use the weights within the same scope.
:param scope: The scope of the graph within which to create the ops.
:param image_input: The placeholder for the image input to use.
:param h_size: Hidden layer size.
:param activation: What type of activation function to use for layers.
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:return: List of hidden layer tensors.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L133-L155
|
train
|
Builds a set of visual encoder 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(0b101011 + 0o5) + chr(0b1010000 + 0o37) + chr(1134 - 1084) + chr(0b1010 + 0o51) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2599 - 2548), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b110010) + chr(0b110001) + '\x33', 23314 - 23306), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(1300 - 1249) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(49) + '\x37' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(78 - 30) + chr(111) + '\x31' + '\061' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(2467 - 2417) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(277 - 166) + '\x33' + chr(1545 - 1492), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10507 - 10396) + '\x33' + chr(0b110111) + chr(1827 - 1778), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100110 + 0o11) + chr(404 - 355) + chr(51) + chr(2862 - 2807), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1100100 + 0o13) + '\063' + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110101) + chr(0b11001 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(1947 - 1899) + '\x6f' + chr(0b110011) + '\x33', 8), ehT0Px3KOsy9(chr(0b110000) + chr(2293 - 2182) + '\061' + chr(0b110101) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + chr(139 - 87), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11430 - 11319) + chr(50) + chr(0b110010) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11111 + 0o24) + chr(0b101111 + 0o10) + chr(51), 0o10), ehT0Px3KOsy9(chr(1474 - 1426) + chr(8418 - 8307) + chr(0b11011 + 0o27) + '\x33' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b100111 + 0o110) + chr(0b101010 + 0o11) + chr(55) + chr(984 - 930), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8965 - 8854) + chr(0b110001) + chr(49) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(49) + chr(55) + chr(0b100 + 0o56), 51933 - 51925), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + chr(49) + chr(0b100100 + 0o20) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\061' + chr(48) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + chr(0b110011) + '\x32' + '\064', 41141 - 41133), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\x31' + '\065' + '\x35', 18971 - 18963), ehT0Px3KOsy9(chr(2077 - 2029) + '\x6f' + chr(0b110010) + chr(0b100000 + 0o25) + chr(55), 58898 - 58890), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(50) + '\063' + chr(1709 - 1654), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2882 - 2771) + chr(0b110011) + chr(0b110001) + chr(0b1011 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(400 - 351) + chr(0b10110 + 0o35) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(443 - 332) + chr(50) + '\060' + chr(0b110000), 19920 - 19912), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(54) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(2062 - 1951) + chr(0b110011) + '\064' + chr(0b101110 + 0o11), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\063' + chr(0b100111 + 0o20), 55679 - 55671), ehT0Px3KOsy9(chr(2241 - 2193) + chr(111) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110000) + chr(1809 - 1757), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + '\x31' + '\x35' + chr(0b1010 + 0o46), 54738 - 54730), ehT0Px3KOsy9(chr(2165 - 2117) + chr(111) + '\x33' + chr(0b110100) + chr(0b1111 + 0o41), 46056 - 46048), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\063' + chr(54) + chr(402 - 354), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(2418 - 2365), 49653 - 49645), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(55) + '\065', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7'), '\144' + chr(1272 - 1171) + '\143' + chr(9884 - 9773) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZbxkjhvMyuDp(oVre8I6UXc3b, a76pWgG7KzJQ, R7iRIAR80tMl, _GyOifGFZyk1, uftkTXJyNORO, CJBHNoj4zKoT, pmC5wdSFgdFj):
with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xefb\xf9r\x18(\xfdx\xa6,\xb4\x81k\x0c'), chr(0b1100100) + chr(101) + chr(99) + chr(0b100100 + 0o113) + chr(0b10111 + 0o115) + chr(1520 - 1419))(chr(0b1110101) + chr(0b11011 + 0o131) + '\x66' + chr(0b101101) + chr(1804 - 1748)))(CJBHNoj4zKoT):
imTr2MFnCEEy = IDJ2eXGCBCDu.layers.conv2d(a76pWgG7KzJQ, ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + '\x32' + chr(0b110000), 52725 - 52717), kernel_size=[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x30', 8)], strides=[ehT0Px3KOsy9('\x30' + chr(3432 - 3321) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9383 - 9272) + chr(0b101000 + 0o14), 8)], activation=IDJ2eXGCBCDu.nn.elu, reuse=pmC5wdSFgdFj, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xfal\xe5m&{'), chr(0b10001 + 0o123) + '\145' + chr(0b1100011) + chr(0b11011 + 0o124) + chr(0b1100100) + chr(5428 - 5327))(chr(117) + chr(13050 - 12934) + '\x66' + chr(2002 - 1957) + '\070'))
PJCu_gmGeYzn = IDJ2eXGCBCDu.layers.conv2d(imTr2MFnCEEy, ehT0Px3KOsy9(chr(1765 - 1717) + chr(0b1000 + 0o147) + chr(0b10100 + 0o40) + '\x30', ord("\x08")), kernel_size=[ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(3605 - 3494) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b11 + 0o61), 8)], strides=[ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32', 14098 - 14090), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(6217 - 6106) + chr(0b110010), 8)], activation=IDJ2eXGCBCDu.nn.elu, reuse=pmC5wdSFgdFj, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xfal\xe5m&x'), chr(4950 - 4850) + '\145' + '\x63' + chr(0b1101111) + '\x64' + '\x65')(chr(0b101101 + 0o110) + '\x74' + '\x66' + chr(1656 - 1611) + chr(56)))
CknQN6tef5sc = dKlutVU1dczM.flatten(PJCu_gmGeYzn)
with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xefb\xf9r\x18(\xfdx\xa6,\xb4\x81k\x0c'), '\x64' + '\x65' + chr(99) + chr(6630 - 6519) + '\x64' + chr(0b1001100 + 0o31))('\x75' + chr(12239 - 12123) + '\x66' + chr(1743 - 1698) + chr(0b111000)))(CJBHNoj4zKoT + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6'), chr(100) + chr(101) + chr(0b1100011) + '\157' + chr(0b1100011 + 0o1) + chr(3673 - 3572))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38') + xafqLlk3kkUe(SXOLrMavuUCe(b'\xffo\xeao&/\xff~\x96;\xbe\x80|'), chr(100) + chr(4537 - 4436) + chr(0b101000 + 0o73) + chr(10555 - 10444) + '\x64' + '\x65')(chr(117) + '\164' + '\x66' + chr(0b101101) + chr(0b111000))):
Rzj8lNVr0G6x = oVre8I6UXc3b.create_vector_observation_encoder(CknQN6tef5sc, R7iRIAR80tMl, _GyOifGFZyk1, uftkTXJyNORO, CJBHNoj4zKoT, pmC5wdSFgdFj)
return Rzj8lNVr0G6x
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_discrete_action_masking_layer
|
def create_discrete_action_masking_layer(all_logits, action_masks, action_size):
"""
Creates a masking layer for the discrete actions
:param all_logits: The concatenated unnormalized action probabilities for all branches
:param action_masks: The mask for the logits. Must be of dimension [None x total_number_of_action]
:param action_size: A list containing the number of possible actions for each branch
:return: The action output dimension [batch_size, num_branches] and the concatenated normalized logits
"""
action_idx = [0] + list(np.cumsum(action_size))
branches_logits = [all_logits[:, action_idx[i]:action_idx[i + 1]] for i in range(len(action_size))]
branch_masks = [action_masks[:, action_idx[i]:action_idx[i + 1]] for i in range(len(action_size))]
raw_probs = [tf.multiply(tf.nn.softmax(branches_logits[k]) + 1.0e-10, branch_masks[k])
for k in range(len(action_size))]
normalized_probs = [
tf.divide(raw_probs[k], tf.reduce_sum(raw_probs[k], axis=1, keepdims=True))
for k in range(len(action_size))]
output = tf.concat([tf.multinomial(tf.log(normalized_probs[k]), 1) for k in range(len(action_size))], axis=1)
return output, tf.concat([tf.log(normalized_probs[k] + 1.0e-10) for k in range(len(action_size))], axis=1)
|
python
|
def create_discrete_action_masking_layer(all_logits, action_masks, action_size):
"""
Creates a masking layer for the discrete actions
:param all_logits: The concatenated unnormalized action probabilities for all branches
:param action_masks: The mask for the logits. Must be of dimension [None x total_number_of_action]
:param action_size: A list containing the number of possible actions for each branch
:return: The action output dimension [batch_size, num_branches] and the concatenated normalized logits
"""
action_idx = [0] + list(np.cumsum(action_size))
branches_logits = [all_logits[:, action_idx[i]:action_idx[i + 1]] for i in range(len(action_size))]
branch_masks = [action_masks[:, action_idx[i]:action_idx[i + 1]] for i in range(len(action_size))]
raw_probs = [tf.multiply(tf.nn.softmax(branches_logits[k]) + 1.0e-10, branch_masks[k])
for k in range(len(action_size))]
normalized_probs = [
tf.divide(raw_probs[k], tf.reduce_sum(raw_probs[k], axis=1, keepdims=True))
for k in range(len(action_size))]
output = tf.concat([tf.multinomial(tf.log(normalized_probs[k]), 1) for k in range(len(action_size))], axis=1)
return output, tf.concat([tf.log(normalized_probs[k] + 1.0e-10) for k in range(len(action_size))], axis=1)
|
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Creates a masking layer for the discrete actions
:param all_logits: The concatenated unnormalized action probabilities for all branches
:param action_masks: The mask for the logits. Must be of dimension [None x total_number_of_action]
:param action_size: A list containing the number of possible actions for each branch
:return: The action output dimension [batch_size, num_branches] and the concatenated normalized logits
|
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"param",
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L158-L175
|
train
|
Creates a discrete masking layer for the discrete actions.
|
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(0b101001 + 0o11) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\061' + chr(49), 27175 - 27167), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(1496 - 1447) + '\062' + chr(0b111 + 0o60), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11011 + 0o27) + '\066' + chr(1380 - 1330), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110100 + 0o73) + '\066' + chr(1825 - 1777), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(1593 - 1539) + '\x32', 0o10), ehT0Px3KOsy9(chr(1752 - 1704) + chr(0b1101111) + chr(51) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x34' + chr(0b1110 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + chr(274 - 225) + '\x30' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(2795 - 2741), 16807 - 16799), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1408 - 1358) + chr(53), 57980 - 57972), ehT0Px3KOsy9(chr(365 - 317) + '\157' + chr(0b100001 + 0o22) + '\x35', 0o10), ehT0Px3KOsy9(chr(1334 - 1286) + '\x6f' + chr(0b110010) + '\x37' + chr(48), 34508 - 34500), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2398 - 2347) + chr(0b110000), 4983 - 4975), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(54) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x33' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1967 - 1919) + chr(0b1101100 + 0o3) + chr(0b10111 + 0o32) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b11011 + 0o124) + chr(0b100 + 0o63) + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\065' + chr(53), 7707 - 7699), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b110001) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(2249 - 2201) + '\157' + chr(0b1011 + 0o47) + chr(573 - 524) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(10476 - 10365) + chr(0b1001 + 0o52) + '\x37' + '\x34', 61429 - 61421), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\x31' + chr(0b1110 + 0o47) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(51) + chr(2355 - 2301) + chr(0b110100 + 0o0), 55990 - 55982), ehT0Px3KOsy9(chr(48) + chr(1505 - 1394) + chr(0b0 + 0o61), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(607 - 496) + chr(0b10111 + 0o34) + chr(2262 - 2208) + chr(0b100 + 0o60), 8), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(0b110001) + chr(0b10 + 0o57) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(49) + chr(0b11100 + 0o31) + chr(0b101100 + 0o12), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10 + 0o65) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\060' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1509 - 1460) + chr(0b11 + 0o57) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1887 - 1839) + chr(3899 - 3788) + '\062' + '\x34' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10011 + 0o40) + chr(0b101000 + 0o12) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110001 + 0o3) + chr(2294 - 2244), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + chr(2145 - 2095) + chr(0b110011) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x36' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(1176 - 1125) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(509 - 461) + chr(0b1101111) + chr(0b11010 + 0o30) + chr(1072 - 1020) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(50) + '\x30', 0b1000), ehT0Px3KOsy9(chr(2242 - 2194) + chr(2615 - 2504) + chr(49) + chr(0b110010) + '\063', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(0b110101) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'8'), chr(5290 - 5190) + chr(0b1100101) + '\143' + '\x6f' + chr(6068 - 5968) + chr(0b10101 + 0o120))('\165' + chr(116) + chr(1785 - 1683) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def yAYfMYhfI1pC(lSqEGdkl3u6I, IUxugCkGYncb, uhiGsbKdrtP2):
ai7udWzCE_Tf = [ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\060', 0b1000)] + YyaZ4tpXu4lf(WqUC3KWvYVup.i0lzZW3r00ue(uhiGsbKdrtP2))
oymQsbjC3Ycz = [lSqEGdkl3u6I[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9(chr(1554 - 1506) + '\157' + chr(229 - 180), 8)]] for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(uhiGsbKdrtP2))]
qMzeYBdRlYGh = [IUxugCkGYncb[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 8)]] for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(uhiGsbKdrtP2))]
YaM5b5q_2bV5 = [IDJ2eXGCBCDu.multiply(IDJ2eXGCBCDu.nn.softmax(oymQsbjC3Ycz[OolUPRJhRaJd]) + 1e-10, qMzeYBdRlYGh[OolUPRJhRaJd]) for OolUPRJhRaJd in vQr8gNKaIaWE(c2A0yzQpDQB3(uhiGsbKdrtP2))]
i7CChkQeNxGp = [IDJ2eXGCBCDu.divide(YaM5b5q_2bV5[OolUPRJhRaJd], IDJ2eXGCBCDu.reduce_sum(YaM5b5q_2bV5[OolUPRJhRaJd], axis=ehT0Px3KOsy9(chr(48) + chr(5248 - 5137) + chr(49), 8), keepdims=ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001), 8))) for OolUPRJhRaJd in vQr8gNKaIaWE(c2A0yzQpDQB3(uhiGsbKdrtP2))]
e1jVqMSBZ01Y = IDJ2eXGCBCDu.concat([IDJ2eXGCBCDu.multinomial(IDJ2eXGCBCDu.log(i7CChkQeNxGp[OolUPRJhRaJd]), ehT0Px3KOsy9('\x30' + chr(0b1100 + 0o143) + chr(49), 8)) for OolUPRJhRaJd in vQr8gNKaIaWE(c2A0yzQpDQB3(uhiGsbKdrtP2))], axis=ehT0Px3KOsy9('\x30' + chr(111) + chr(49), 8))
return (e1jVqMSBZ01Y, xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'u&9\xd1Q\x06'), '\144' + '\x65' + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(10349 - 10232) + chr(0b1001110 + 0o46) + '\x66' + chr(0b10011 + 0o32) + chr(0b11101 + 0o33)))([xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'z&0'), '\144' + chr(4574 - 4473) + chr(0b1001010 + 0o31) + '\157' + chr(4609 - 4509) + '\x65')(chr(1561 - 1444) + '\x74' + '\146' + '\x2d' + chr(0b111000)))(i7CChkQeNxGp[OolUPRJhRaJd] + 1e-10) for OolUPRJhRaJd in vQr8gNKaIaWE(c2A0yzQpDQB3(uhiGsbKdrtP2))], axis=ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b110001), 8)))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_observation_streams
|
def create_observation_streams(self, num_streams, h_size, num_layers):
"""
Creates encoding stream for observations.
:param num_streams: Number of streams to create.
:param h_size: Size of hidden linear layers in stream.
:param num_layers: Number of hidden linear layers in stream.
:return: List of encoded streams.
"""
brain = self.brain
activation_fn = self.swish
self.visual_in = []
for i in range(brain.number_visual_observations):
visual_input = self.create_visual_input(brain.camera_resolutions[i],
name="visual_observation_" + str(i))
self.visual_in.append(visual_input)
vector_observation_input = self.create_vector_input()
final_hiddens = []
for i in range(num_streams):
visual_encoders = []
hidden_state, hidden_visual = None, None
if self.vis_obs_size > 0:
for j in range(brain.number_visual_observations):
encoded_visual = self.create_visual_observation_encoder(self.visual_in[j],
h_size,
activation_fn,
num_layers,
"main_graph_{}_encoder{}"
.format(i, j), False)
visual_encoders.append(encoded_visual)
hidden_visual = tf.concat(visual_encoders, axis=1)
if brain.vector_observation_space_size > 0:
hidden_state = self.create_vector_observation_encoder(vector_observation_input,
h_size, activation_fn,
num_layers,
"main_graph_{}".format(i),
False)
if hidden_state is not None and hidden_visual is not None:
final_hidden = tf.concat([hidden_visual, hidden_state], axis=1)
elif hidden_state is None and hidden_visual is not None:
final_hidden = hidden_visual
elif hidden_state is not None and hidden_visual is None:
final_hidden = hidden_state
else:
raise Exception("No valid network configuration possible. "
"There are no states or observations in this brain")
final_hiddens.append(final_hidden)
return final_hiddens
|
python
|
def create_observation_streams(self, num_streams, h_size, num_layers):
"""
Creates encoding stream for observations.
:param num_streams: Number of streams to create.
:param h_size: Size of hidden linear layers in stream.
:param num_layers: Number of hidden linear layers in stream.
:return: List of encoded streams.
"""
brain = self.brain
activation_fn = self.swish
self.visual_in = []
for i in range(brain.number_visual_observations):
visual_input = self.create_visual_input(brain.camera_resolutions[i],
name="visual_observation_" + str(i))
self.visual_in.append(visual_input)
vector_observation_input = self.create_vector_input()
final_hiddens = []
for i in range(num_streams):
visual_encoders = []
hidden_state, hidden_visual = None, None
if self.vis_obs_size > 0:
for j in range(brain.number_visual_observations):
encoded_visual = self.create_visual_observation_encoder(self.visual_in[j],
h_size,
activation_fn,
num_layers,
"main_graph_{}_encoder{}"
.format(i, j), False)
visual_encoders.append(encoded_visual)
hidden_visual = tf.concat(visual_encoders, axis=1)
if brain.vector_observation_space_size > 0:
hidden_state = self.create_vector_observation_encoder(vector_observation_input,
h_size, activation_fn,
num_layers,
"main_graph_{}".format(i),
False)
if hidden_state is not None and hidden_visual is not None:
final_hidden = tf.concat([hidden_visual, hidden_state], axis=1)
elif hidden_state is None and hidden_visual is not None:
final_hidden = hidden_visual
elif hidden_state is not None and hidden_visual is None:
final_hidden = hidden_state
else:
raise Exception("No valid network configuration possible. "
"There are no states or observations in this brain")
final_hiddens.append(final_hidden)
return final_hiddens
|
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] |
Creates encoding stream for observations.
:param num_streams: Number of streams to create.
:param h_size: Size of hidden linear layers in stream.
:param num_layers: Number of hidden linear layers in stream.
:return: List of encoded streams.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L177-L225
|
train
|
Creates encoding streams for observations.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b101100 + 0o7), 35223 - 35215), ehT0Px3KOsy9(chr(48) + chr(11944 - 11833) + chr(50) + '\x33' + chr(211 - 163), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1303 - 1252) + chr(573 - 524) + chr(1661 - 1610), 0o10), ehT0Px3KOsy9(chr(380 - 332) + chr(0b1101111) + chr(51) + chr(49) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100100 + 0o16) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(11649 - 11538) + '\x31' + chr(0b110011) + chr(1513 - 1465), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(51) + '\x37' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(49) + chr(1176 - 1126), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b101001 + 0o14) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(0b11011 + 0o26) + '\x30' + chr(50), 4150 - 4142), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(720 - 609) + chr(0b110001) + chr(0b110011) + chr(52), 14468 - 14460), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(53) + chr(1176 - 1128), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b110001) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b1000 + 0o51) + '\x35' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1232 - 1184) + chr(12142 - 12031) + chr(0b11010 + 0o27) + '\x33' + chr(1875 - 1827), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(2550 - 2495) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(0b110001) + '\067' + chr(0b110100), 10772 - 10764), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1794 - 1746) + chr(111) + '\061' + chr(1183 - 1134) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(2281 - 2233) + chr(11270 - 11159) + chr(49) + '\x33' + chr(2147 - 2096), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1503 - 1452) + chr(0b110000) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(11612 - 11501) + '\x31' + '\061' + chr(345 - 297), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\062' + chr(49) + chr(49), 34461 - 34453), ehT0Px3KOsy9(chr(1039 - 991) + chr(340 - 229) + '\x31' + chr(0b110001) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3523 - 3412) + chr(499 - 449) + chr(0b110000 + 0o0) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x33' + chr(0b110 + 0o57), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(474 - 423) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\x30' + chr(0b11011 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(417 - 366) + chr(48) + chr(0b110100), 15945 - 15937), ehT0Px3KOsy9(chr(1391 - 1343) + chr(453 - 342) + '\x33' + chr(55) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + '\063' + '\065' + '\x30', 8), ehT0Px3KOsy9('\060' + chr(7826 - 7715) + chr(51) + chr(0b1111 + 0o44) + chr(0b11100 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(3452 - 3341) + chr(55) + chr(319 - 270), 8), ehT0Px3KOsy9(chr(48) + chr(2935 - 2824) + '\x31' + chr(2137 - 2086) + '\x31', 12889 - 12881), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + '\x34' + chr(1606 - 1558), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b110011) + '\064' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1338 - 1227) + chr(2040 - 1991) + chr(0b111 + 0o56) + chr(92 - 44), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\x32' + chr(0b11011 + 0o31) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + chr(1560 - 1508), 18120 - 18112)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(53) + chr(0b11011 + 0o25), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'5'), chr(100) + chr(0b111100 + 0o51) + '\143' + chr(0b1101111) + '\x64' + chr(468 - 367))(chr(0b111010 + 0o73) + chr(0b1110100) + chr(102) + chr(144 - 99) + chr(2575 - 2519)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def d8PeqyGzQiXu(oVre8I6UXc3b, e9aKcMWvlpvj, R7iRIAR80tMl, uftkTXJyNORO):
vSXiHnpMeIVo = oVre8I6UXc3b.brain
csxIq5qGbfRm = oVre8I6UXc3b.swish
oVre8I6UXc3b.LlqP7fA3uNm_ = []
for WVxHKyX45z_L in vQr8gNKaIaWE(xafqLlk3kkUe(vSXiHnpMeIVo, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xed\xa6\xabuu\x07\x88c\x9b7=D\x14\x05:J\x19a<:\xb1!\xe6!\xf5'), '\144' + chr(0b1100101) + chr(9624 - 9525) + chr(0b1011110 + 0o21) + '\144' + chr(0b1100101))(chr(0b0 + 0o165) + chr(0b110101 + 0o77) + '\x66' + '\055' + '\x38'))):
NGM64LSbGI5J = oVre8I6UXc3b.create_visual_input(vSXiHnpMeIVo.camera_resolutions[WVxHKyX45z_L], name=xafqLlk3kkUe(SXOLrMavuUCe(b"m\xf1\xb8\xbcqk\x07\x91h\x9b'.^*\x1e1V\x12L"), chr(0b111011 + 0o51) + chr(5096 - 4995) + chr(4431 - 4332) + '\x6f' + chr(0b1001000 + 0o34) + '\145')(chr(8276 - 8159) + chr(0b1011001 + 0o33) + '\x66' + chr(0b100110 + 0o7) + chr(0b111000)) + M8_cKLkHVB2V(WVxHKyX45z_L))
xafqLlk3kkUe(oVre8I6UXc3b.visual_in, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xe8\xbb\xac~c'), chr(100) + '\x65' + '\143' + chr(111) + chr(0b1100100) + '\145')(chr(0b100 + 0o161) + chr(116) + '\146' + chr(688 - 643) + '\070'))(NGM64LSbGI5J)
uQ87FWOwwtcr = oVre8I6UXc3b.create_vector_input()
yaqMqx9etQWa = []
for WVxHKyX45z_L in vQr8gNKaIaWE(e9aKcMWvlpvj):
xxbyn5vVB2NM = []
(bHxQFh5OUZYs, GVp3cYT_6Z7X) = (None, None)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xf1\xb8\x96\x7fe+\xa1y\x8189'), '\x64' + chr(4151 - 4050) + chr(99) + '\157' + '\x64' + '\x65')('\x75' + chr(0b1110100) + chr(0b1001001 + 0o35) + chr(0b101101) + chr(56))) > ehT0Px3KOsy9(chr(1801 - 1753) + chr(0b1101111) + '\x30', 51690 - 51682):
for tlORBuYsiw3X in vQr8gNKaIaWE(xafqLlk3kkUe(vSXiHnpMeIVo, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xed\xa6\xabuu\x07\x88c\x9b7=D\x14\x05:J\x19a<:\xb1!\xe6!\xf5'), chr(100) + chr(0b101001 + 0o74) + chr(0b1100011) + '\x6f' + '\144' + '\145')(chr(0b1110101) + chr(116) + '\146' + chr(0b10110 + 0o27) + '\070'))):
aAV9vEtOo4OL = oVre8I6UXc3b.create_visual_observation_encoder(oVre8I6UXc3b.LlqP7fA3uNm_[tlORBuYsiw3X], R7iRIAR80tMl, csxIq5qGbfRm, uftkTXJyNORO, xafqLlk3kkUe(SXOLrMavuUCe(b"v\xf9\xa2\xa7O`*\x9fz\x80\x1d'U\x14\x0f6Z\x13w/)\xbe5"), chr(0b1100100) + chr(101) + chr(99) + chr(111) + '\x64' + '\x65')('\165' + chr(116) + '\x66' + '\055' + '\x38').format(WVxHKyX45z_L, tlORBuYsiw3X), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(9032 - 8921) + '\x30', 8))
xafqLlk3kkUe(xxbyn5vVB2NM, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xe8\xbb\xac~c'), chr(100) + chr(0b11110 + 0o107) + '\143' + '\x6f' + '\144' + chr(101))('\x75' + chr(0b101100 + 0o110) + chr(0b1010001 + 0o25) + '\x2d' + chr(1537 - 1481)))(aAV9vEtOo4OL)
GVp3cYT_6Z7X = IDJ2eXGCBCDu.concat(xxbyn5vVB2NM, axis=ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10 + 0o57), 54432 - 54424))
if xafqLlk3kkUe(vSXiHnpMeIVo, xafqLlk3kkUe(SXOLrMavuUCe(b"m\xfd\xa8\xbd\x7fu\x07\x91h\x9b'.^*\x1e1V\x12L9+\xa4+\xec\x10\xf5\xf4$\xe0"), '\x64' + chr(0b10000 + 0o125) + '\143' + chr(1854 - 1743) + chr(0b1100010 + 0o2) + chr(101))('\165' + chr(0b1110100) + chr(102) + '\055' + '\x38')) > ehT0Px3KOsy9('\x30' + '\157' + '\060', 8):
bHxQFh5OUZYs = oVre8I6UXc3b.create_vector_observation_encoder(uQ87FWOwwtcr, R7iRIAR80tMl, csxIq5qGbfRm, uftkTXJyNORO, xafqLlk3kkUe(SXOLrMavuUCe(b"v\xf9\xa2\xa7O`*\x9fz\x80\x1d'U"), chr(0b1100100) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1010001 + 0o24))(chr(117) + chr(116) + chr(0b1100110) + chr(0b101100 + 0o1) + chr(56)).format(WVxHKyX45z_L), ehT0Px3KOsy9('\060' + chr(0b11110 + 0o121) + '\060', 8))
if bHxQFh5OUZYs is not None and GVp3cYT_6Z7X is not None:
mKMOf5hPCJTp = IDJ2eXGCBCDu.concat([GVp3cYT_6Z7X, bHxQFh5OUZYs], axis=ehT0Px3KOsy9(chr(527 - 479) + chr(111) + chr(0b11001 + 0o30), 8))
elif bHxQFh5OUZYs is None and GVp3cYT_6Z7X is not None:
mKMOf5hPCJTp = GVp3cYT_6Z7X
elif bHxQFh5OUZYs is not None and GVp3cYT_6Z7X is None:
mKMOf5hPCJTp = bHxQFh5OUZYs
else:
raise jLmadlzMdunT(xafqLlk3kkUe(SXOLrMavuUCe(b"U\xf7\xeb\xbfqk1\x9a*\x86'(_$\x183\x19\x1f|$=\xac/\xfc=\xe7\xe97\xea\xaa\xdc\x98\xb3J*I\x86\x04\xc6*;\xcc\xa3\xacbbx\x9fx\x8db2Gk\x19,X\x08v9{\xaa:\xa9 \xe4\xee;\xf7\xb2\x9d\x9c\xb5V7S\xc4\x01\xcd$o\xf0\xa2\xba0e*\x9fc\x86"), '\144' + chr(101) + '\x63' + chr(0b1101111) + '\144' + chr(2413 - 2312))('\x75' + chr(0b10011 + 0o141) + chr(8241 - 8139) + '\x2d' + '\x38'))
xafqLlk3kkUe(yaqMqx9etQWa, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xe8\xbb\xac~c'), '\x64' + chr(2159 - 2058) + chr(0b1001110 + 0o25) + chr(0b1011100 + 0o23) + chr(2381 - 2281) + '\145')('\x75' + chr(0b1110100) + '\146' + '\x2d' + '\070'))(mKMOf5hPCJTp)
return yaqMqx9etQWa
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_recurrent_encoder
|
def create_recurrent_encoder(input_state, memory_in, sequence_length, name='lstm'):
"""
Builds a recurrent encoder for either state or observations (LSTM).
:param sequence_length: Length of sequence to unroll.
:param input_state: The input tensor to the LSTM cell.
:param memory_in: The input memory to the LSTM cell.
:param name: The scope of the LSTM cell.
"""
s_size = input_state.get_shape().as_list()[1]
m_size = memory_in.get_shape().as_list()[1]
lstm_input_state = tf.reshape(input_state, shape=[-1, sequence_length, s_size])
memory_in = tf.reshape(memory_in[:, :], [-1, m_size])
_half_point = int(m_size / 2)
with tf.variable_scope(name):
rnn_cell = tf.contrib.rnn.BasicLSTMCell(_half_point)
lstm_vector_in = tf.contrib.rnn.LSTMStateTuple(memory_in[:, :_half_point],
memory_in[:, _half_point:])
recurrent_output, lstm_state_out = tf.nn.dynamic_rnn(rnn_cell, lstm_input_state,
initial_state=lstm_vector_in)
recurrent_output = tf.reshape(recurrent_output, shape=[-1, _half_point])
return recurrent_output, tf.concat([lstm_state_out.c, lstm_state_out.h], axis=1)
|
python
|
def create_recurrent_encoder(input_state, memory_in, sequence_length, name='lstm'):
"""
Builds a recurrent encoder for either state or observations (LSTM).
:param sequence_length: Length of sequence to unroll.
:param input_state: The input tensor to the LSTM cell.
:param memory_in: The input memory to the LSTM cell.
:param name: The scope of the LSTM cell.
"""
s_size = input_state.get_shape().as_list()[1]
m_size = memory_in.get_shape().as_list()[1]
lstm_input_state = tf.reshape(input_state, shape=[-1, sequence_length, s_size])
memory_in = tf.reshape(memory_in[:, :], [-1, m_size])
_half_point = int(m_size / 2)
with tf.variable_scope(name):
rnn_cell = tf.contrib.rnn.BasicLSTMCell(_half_point)
lstm_vector_in = tf.contrib.rnn.LSTMStateTuple(memory_in[:, :_half_point],
memory_in[:, _half_point:])
recurrent_output, lstm_state_out = tf.nn.dynamic_rnn(rnn_cell, lstm_input_state,
initial_state=lstm_vector_in)
recurrent_output = tf.reshape(recurrent_output, shape=[-1, _half_point])
return recurrent_output, tf.concat([lstm_state_out.c, lstm_state_out.h], axis=1)
|
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Builds a recurrent encoder for either state or observations (LSTM).
:param sequence_length: Length of sequence to unroll.
:param input_state: The input tensor to the LSTM cell.
:param memory_in: The input memory to the LSTM cell.
:param name: The scope of the LSTM cell.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L228-L249
|
train
|
Builds a recurrent encoder for either state or observations of the LSTM cell.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(106 - 58) + chr(0b1001 + 0o146) + '\063' + '\067' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1684 - 1634) + '\x33' + chr(0b110110), 64151 - 64143), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b10100 + 0o37) + chr(50), 57134 - 57126), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + chr(53), 14080 - 14072), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b10101 + 0o40) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(50) + chr(0b101011 + 0o14) + chr(2079 - 2028), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\x32' + chr(2379 - 2328) + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(55) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1487 - 1436) + chr(0b110001) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(850 - 800), 0o10), ehT0Px3KOsy9('\060' + chr(10857 - 10746) + '\x31' + '\067' + chr(0b10001 + 0o45), 19284 - 19276), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x34' + chr(969 - 917), 12093 - 12085), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b100110 + 0o111) + '\061' + chr(52) + chr(1126 - 1073), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + '\063' + chr(412 - 358) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010 + 0o4) + chr(0b1101 + 0o52), 6693 - 6685), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x31' + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x35' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\063' + chr(555 - 505) + '\x37', 26079 - 26071), ehT0Px3KOsy9('\060' + chr(11078 - 10967) + chr(49) + chr(1983 - 1931) + chr(0b101110 + 0o3), 0o10), ehT0Px3KOsy9(chr(208 - 160) + chr(0b1101111) + chr(53) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b110010) + chr(1260 - 1212) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + chr(52) + chr(0b101 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110100) + '\x32', 49636 - 49628), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\064' + chr(51), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101 + 0o54) + '\x37' + '\x36', 8), ehT0Px3KOsy9(chr(365 - 317) + '\x6f' + chr(49) + chr(0b10000 + 0o44) + '\064', 8), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + chr(401 - 352) + chr(54), 42999 - 42991), ehT0Px3KOsy9(chr(423 - 375) + chr(0b110100 + 0o73) + '\x33' + '\060' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(235 - 186) + chr(2868 - 2813) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(139 - 89), 8), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + '\x32' + chr(2099 - 2050) + chr(53), 0o10), ehT0Px3KOsy9(chr(1328 - 1280) + chr(0b1101111) + chr(1085 - 1036) + chr(978 - 927) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b110001) + chr(631 - 580), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(0b110011) + '\x36' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1552 - 1504) + chr(111) + chr(138 - 88) + chr(0b110111) + chr(49), 59932 - 59924), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(1577 - 1466) + '\062' + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(2013 - 1965) + chr(1849 - 1738) + chr(2291 - 2241) + chr(2004 - 1954) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b100100 + 0o113) + chr(53) + chr(52), 53266 - 53258)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(848 - 800) + chr(0b1100010 + 0o15) + chr(0b110001 + 0o4) + '\x30', 48910 - 48902)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5'), chr(4097 - 3997) + '\x65' + '\143' + chr(1008 - 897) + chr(0b1100100) + chr(7685 - 7584))(chr(0b1110101) + chr(0b1110100) + chr(0b1011110 + 0o10) + chr(0b10010 + 0o33) + chr(2091 - 2035)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pp8HjUieD6qr(MBCju7FU1ihc, RLv9waWuU_p6, KpLkLOIdDwiZ, AIvJRzLdDfgF=xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xed.@'), chr(1284 - 1184) + chr(0b1100101) + chr(9797 - 9698) + chr(7090 - 6979) + '\x64' + chr(5007 - 4906))(chr(0b1110101) + chr(0b1100000 + 0o24) + chr(10025 - 9923) + chr(0b101101) + chr(56))):
xLlXH_BxvDdt = MBCju7FU1ihc.get_shape().as_list()[ehT0Px3KOsy9(chr(2298 - 2250) + chr(0b1101111) + chr(49), 59424 - 59416)]
se94IN3TocTc = RLv9waWuU_p6.get_shape().as_list()[ehT0Px3KOsy9(chr(48) + chr(0b1100110 + 0o11) + chr(0b101100 + 0o5), 8)]
EOnc9dcabcHh = IDJ2eXGCBCDu.reshape(MBCju7FU1ihc, shape=[-ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11 + 0o56), 8), KpLkLOIdDwiZ, xLlXH_BxvDdt])
RLv9waWuU_p6 = IDJ2eXGCBCDu.reshape(RLv9waWuU_p6[:, :], [-ehT0Px3KOsy9('\x30' + chr(6453 - 6342) + chr(2374 - 2325), 8), se94IN3TocTc])
D5dtZHZE0qbU = ehT0Px3KOsy9(se94IN3TocTc / ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010), 8))
with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\xff(D\x8a\xd9\xf3]\x91q\x1d\x0b\x15\x97'), chr(396 - 296) + chr(8392 - 8291) + chr(2072 - 1973) + '\157' + chr(0b1100100) + '\x65')('\165' + chr(0b1110100) + chr(0b100100 + 0o102) + chr(45) + chr(0b10 + 0o66)))(AIvJRzLdDfgF):
CCU1lF1kcm5_ = IDJ2eXGCBCDu.contrib.rnn.BasicLSTMCell(D5dtZHZE0qbU)
KAw6Ap8ZlXn7 = IDJ2eXGCBCDu.contrib.rnn.LSTMStateTuple(RLv9waWuU_p6[:, :D5dtZHZE0qbU], RLv9waWuU_p6[:, D5dtZHZE0qbU:])
(b1_DjUklP5R2, EMrHU5pcsk99) = IDJ2eXGCBCDu.nn.dynamic_rnn(CCU1lF1kcm5_, EOnc9dcabcHh, initial_state=KAw6Ap8ZlXn7)
b1_DjUklP5R2 = IDJ2eXGCBCDu.reshape(b1_DjUklP5R2, shape=[-ehT0Px3KOsy9(chr(175 - 127) + chr(0b1101111) + chr(123 - 74), 8), D5dtZHZE0qbU])
return (b1_DjUklP5R2, xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\xf14N\x8a\xcf'), chr(0b111 + 0o135) + chr(0b1011010 + 0o13) + chr(99) + '\x6f' + '\x64' + chr(0b1001010 + 0o33))(chr(0b1110101) + '\164' + chr(0b1001011 + 0o33) + chr(0b11010 + 0o23) + chr(0b111000)))([xafqLlk3kkUe(EMrHU5pcsk99, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\xe44\x1c\xa8\xcf\xf8\x01\x99e0\x0c'), '\x64' + chr(101) + '\x63' + chr(0b100011 + 0o114) + '\144' + '\x65')('\165' + chr(8456 - 8340) + '\146' + '\055' + chr(0b111000))), xafqLlk3kkUe(EMrHU5pcsk99, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93'), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(8474 - 8374) + '\x65')(chr(5360 - 5243) + '\164' + chr(0b1100100 + 0o2) + chr(45) + chr(1016 - 960)))], axis=ehT0Px3KOsy9('\060' + chr(6275 - 6164) + '\061', 8)))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
|
LearningModel.create_cc_actor_critic
|
def create_cc_actor_critic(self, h_size, num_layers):
"""
Creates Continuous control actor-critic model.
:param h_size: Size of hidden linear layers.
:param num_layers: Number of hidden linear layers.
"""
hidden_streams = self.create_observation_streams(2, h_size, num_layers)
if self.use_recurrent:
self.memory_in = tf.placeholder(shape=[None, self.m_size], dtype=tf.float32,
name='recurrent_in')
_half_point = int(self.m_size / 2)
hidden_policy, memory_policy_out = self.create_recurrent_encoder(
hidden_streams[0], self.memory_in[:, :_half_point], self.sequence_length,
name='lstm_policy')
hidden_value, memory_value_out = self.create_recurrent_encoder(
hidden_streams[1], self.memory_in[:, _half_point:], self.sequence_length,
name='lstm_value')
self.memory_out = tf.concat([memory_policy_out, memory_value_out], axis=1,
name='recurrent_out')
else:
hidden_policy = hidden_streams[0]
hidden_value = hidden_streams[1]
mu = tf.layers.dense(hidden_policy, self.act_size[0], activation=None,
kernel_initializer=c_layers.variance_scaling_initializer(factor=0.01))
log_sigma_sq = tf.get_variable("log_sigma_squared", [self.act_size[0]], dtype=tf.float32,
initializer=tf.zeros_initializer())
sigma_sq = tf.exp(log_sigma_sq)
self.epsilon = tf.placeholder(shape=[None, self.act_size[0]], dtype=tf.float32, name='epsilon')
# Clip and scale output to ensure actions are always within [-1, 1] range.
self.output_pre = mu + tf.sqrt(sigma_sq) * self.epsilon
output_post = tf.clip_by_value(self.output_pre, -3, 3) / 3
self.output = tf.identity(output_post, name='action')
self.selected_actions = tf.stop_gradient(output_post)
# Compute probability of model output.
all_probs = - 0.5 * tf.square(tf.stop_gradient(self.output_pre) - mu) / sigma_sq \
- 0.5 * tf.log(2.0 * np.pi) - 0.5 * log_sigma_sq
self.all_log_probs = tf.identity(all_probs, name='action_probs')
self.entropy = 0.5 * tf.reduce_mean(tf.log(2 * np.pi * np.e) + log_sigma_sq)
value = tf.layers.dense(hidden_value, 1, activation=None)
self.value = tf.identity(value, name="value_estimate")
self.all_old_log_probs = tf.placeholder(shape=[None, self.act_size[0]], dtype=tf.float32,
name='old_probabilities')
# We keep these tensors the same name, but use new nodes to keep code parallelism with discrete control.
self.log_probs = tf.reduce_sum((tf.identity(self.all_log_probs)), axis=1, keepdims=True)
self.old_log_probs = tf.reduce_sum((tf.identity(self.all_old_log_probs)), axis=1,
keepdims=True)
|
python
|
def create_cc_actor_critic(self, h_size, num_layers):
"""
Creates Continuous control actor-critic model.
:param h_size: Size of hidden linear layers.
:param num_layers: Number of hidden linear layers.
"""
hidden_streams = self.create_observation_streams(2, h_size, num_layers)
if self.use_recurrent:
self.memory_in = tf.placeholder(shape=[None, self.m_size], dtype=tf.float32,
name='recurrent_in')
_half_point = int(self.m_size / 2)
hidden_policy, memory_policy_out = self.create_recurrent_encoder(
hidden_streams[0], self.memory_in[:, :_half_point], self.sequence_length,
name='lstm_policy')
hidden_value, memory_value_out = self.create_recurrent_encoder(
hidden_streams[1], self.memory_in[:, _half_point:], self.sequence_length,
name='lstm_value')
self.memory_out = tf.concat([memory_policy_out, memory_value_out], axis=1,
name='recurrent_out')
else:
hidden_policy = hidden_streams[0]
hidden_value = hidden_streams[1]
mu = tf.layers.dense(hidden_policy, self.act_size[0], activation=None,
kernel_initializer=c_layers.variance_scaling_initializer(factor=0.01))
log_sigma_sq = tf.get_variable("log_sigma_squared", [self.act_size[0]], dtype=tf.float32,
initializer=tf.zeros_initializer())
sigma_sq = tf.exp(log_sigma_sq)
self.epsilon = tf.placeholder(shape=[None, self.act_size[0]], dtype=tf.float32, name='epsilon')
# Clip and scale output to ensure actions are always within [-1, 1] range.
self.output_pre = mu + tf.sqrt(sigma_sq) * self.epsilon
output_post = tf.clip_by_value(self.output_pre, -3, 3) / 3
self.output = tf.identity(output_post, name='action')
self.selected_actions = tf.stop_gradient(output_post)
# Compute probability of model output.
all_probs = - 0.5 * tf.square(tf.stop_gradient(self.output_pre) - mu) / sigma_sq \
- 0.5 * tf.log(2.0 * np.pi) - 0.5 * log_sigma_sq
self.all_log_probs = tf.identity(all_probs, name='action_probs')
self.entropy = 0.5 * tf.reduce_mean(tf.log(2 * np.pi * np.e) + log_sigma_sq)
value = tf.layers.dense(hidden_value, 1, activation=None)
self.value = tf.identity(value, name="value_estimate")
self.all_old_log_probs = tf.placeholder(shape=[None, self.act_size[0]], dtype=tf.float32,
name='old_probabilities')
# We keep these tensors the same name, but use new nodes to keep code parallelism with discrete control.
self.log_probs = tf.reduce_sum((tf.identity(self.all_log_probs)), axis=1, keepdims=True)
self.old_log_probs = tf.reduce_sum((tf.identity(self.all_old_log_probs)), axis=1,
keepdims=True)
|
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Creates Continuous control actor-critic model.
:param h_size: Size of hidden linear layers.
:param num_layers: Number of hidden linear layers.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L251-L308
|
train
|
Creates Continuous control actor - critic model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\064' + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(804 - 755) + chr(0b110001) + chr(0b101010 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + '\062' + chr(0b110001) + chr(0b11110 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + '\x37' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\062' + '\063', 26445 - 26437), ehT0Px3KOsy9(chr(2298 - 2250) + chr(3950 - 3839) + '\x31' + chr(2314 - 2261), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b1001 + 0o52) + chr(833 - 784), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + chr(0b110010) + '\x34' + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1100 + 0o45) + '\065' + chr(0b101001 + 0o16), 25336 - 25328), ehT0Px3KOsy9('\060' + chr(6144 - 6033) + chr(0b110001) + '\061' + chr(1790 - 1741), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101010 + 0o7) + chr(54) + '\x33', 59472 - 59464), ehT0Px3KOsy9(chr(591 - 543) + chr(0b111101 + 0o62) + '\062' + chr(414 - 363) + chr(230 - 176), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100011 + 0o16) + chr(0b110100) + chr(0b1000 + 0o54), 0b1000), ehT0Px3KOsy9('\060' + chr(6890 - 6779) + chr(2195 - 2144) + chr(1933 - 1883) + chr(0b111 + 0o52), 0o10), ehT0Px3KOsy9(chr(302 - 254) + chr(0b101000 + 0o107) + chr(55) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(844 - 795) + chr(0b1001 + 0o50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110011 + 0o74) + '\063' + chr(55 - 4), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2298 - 2247) + '\062' + chr(0b110001), 8), ehT0Px3KOsy9(chr(1646 - 1598) + '\157' + '\061' + '\062' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(709 - 658) + '\x37' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(1018 - 970) + chr(0b100111 + 0o16), 42880 - 42872), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1100 + 0o46) + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(49) + chr(0b110010) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1297 - 1247) + '\x34' + chr(0b10011 + 0o43), 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101011 + 0o4) + '\063' + '\063', 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + '\x33' + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(878 - 767) + '\063' + '\x30' + chr(0b111 + 0o51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + '\062' + chr(49) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b1011 + 0o54) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8646 - 8535) + chr(2396 - 2341) + chr(1980 - 1932), 58068 - 58060), ehT0Px3KOsy9('\060' + chr(1616 - 1505) + chr(0b110010) + '\066' + '\x36', 19897 - 19889), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(52), 6080 - 6072), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\066' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2325 - 2275) + chr(129 - 79) + chr(1200 - 1151), 59891 - 59883), ehT0Px3KOsy9(chr(1294 - 1246) + chr(0b1101111) + '\063' + chr(51) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5975 - 5864) + chr(0b110010) + '\x30' + chr(0b110010), 32871 - 32863), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\x37' + '\x33', 62131 - 62123), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1001111 + 0o40) + chr(0b110010) + chr(0b10011 + 0o35) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1055 - 1006) + '\x33' + '\x31', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b110101) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'M'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(4746 - 4629) + '\164' + '\x66' + chr(0b11 + 0o52) + chr(0b1010 + 0o56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def vzTFufwisxJd(oVre8I6UXc3b, R7iRIAR80tMl, uftkTXJyNORO):
x7d0Tx9w0Tjz = oVre8I6UXc3b.create_observation_streams(ehT0Px3KOsy9(chr(104 - 56) + '\x6f' + chr(0b1001 + 0o51), 0o10), R7iRIAR80tMl, uftkTXJyNORO)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x169\xeda\xe1h\xfa\xd2\x1d;\x16\xf0\x10'), chr(0b1100100) + '\145' + chr(99) + chr(5462 - 5351) + chr(0b1000101 + 0o37) + chr(0b1100101))(chr(0b1101110 + 0o7) + chr(0b1000 + 0o154) + '\x66' + '\x2d' + chr(632 - 576))):
oVre8I6UXc3b.RLv9waWuU_p6 = IDJ2eXGCBCDu.placeholder(shape=[None, oVre8I6UXc3b.m_size], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x11/\xebK\xe1\x7f\xfc\xc9\x1b\x16\x1a\xf0'), chr(0b11100 + 0o110) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + '\145')(chr(0b1101011 + 0o12) + chr(0b1110100) + chr(0b101000 + 0o76) + chr(0b11001 + 0o24) + '\x38'))
D5dtZHZE0qbU = ehT0Px3KOsy9(oVre8I6UXc3b.m_size / ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + '\062', 8))
(s1Xj_NgUblZ1, zh8a0KuOFa3y) = oVre8I6UXc3b.create_recurrent_encoder(x7d0Tx9w0Tjz[ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + '\060', ord("\x08"))], oVre8I6UXc3b.RLv9waWuU_p6[:, :D5dtZHZE0qbU], oVre8I6UXc3b.sequence_length, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f9\xfcS\xcc}\xf6\xcb\x06*\n'), chr(0b111001 + 0o53) + '\x65' + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(117) + '\x74' + chr(0b1011110 + 0o10) + chr(45) + chr(56)))
(g6YLIGG1AwIJ, cSTHzjfEzCcU) = oVre8I6UXc3b.create_recurrent_encoder(x7d0Tx9w0Tjz[ehT0Px3KOsy9('\x30' + chr(3593 - 3482) + chr(49), 47257 - 47249)], oVre8I6UXc3b.RLv9waWuU_p6[:, D5dtZHZE0qbU:], oVre8I6UXc3b.sequence_length, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f9\xfcS\xcc{\xf8\xcb\x1a,'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(2010 - 1910) + chr(0b1100101))(chr(0b1110101) + chr(0b10001 + 0o143) + chr(0b1100110) + chr(1775 - 1730) + chr(56)))
oVre8I6UXc3b.pWJZXIx3q3rA = IDJ2eXGCBCDu.concat([zh8a0KuOFa3y, cSTHzjfEzCcU], axis=ehT0Px3KOsy9('\060' + '\157' + chr(0b1101 + 0o44), 8), name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x11/\xebK\xe1\x7f\xfc\xc9\x1b\x16\x1c\xeb\x10'), chr(100) + chr(0b101110 + 0o67) + chr(1737 - 1638) + chr(0b1101111) + '\144' + chr(0b1010110 + 0o17))('\165' + chr(0b100011 + 0o121) + chr(0b1100110) + '\x2d' + chr(56)))
else:
s1Xj_NgUblZ1 = x7d0Tx9w0Tjz[ehT0Px3KOsy9(chr(720 - 672) + '\157' + '\060', 8)]
g6YLIGG1AwIJ = x7d0Tx9w0Tjz[ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(1816 - 1767), 8)]
hOLPUi_G8xuS = IDJ2eXGCBCDu.layers.dense(s1Xj_NgUblZ1, oVre8I6UXc3b.act_size[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000), 8)], activation=None, kernel_initializer=dKlutVU1dczM.variance_scaling_initializer(factor=0.01))
jasfQE5le8_r = IDJ2eXGCBCDu.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f%\xefa\xe0d\xfe\xca\x0e\x16\x00\xef\x11\xb0I\xac\x7f'), chr(318 - 218) + '\145' + chr(99) + chr(7684 - 7573) + '\x64' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(10111 - 10009) + chr(1769 - 1724) + chr(56)), [oVre8I6UXc3b.act_size[ehT0Px3KOsy9(chr(1452 - 1404) + '\157' + chr(0b110000), 8)]], dtype=IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.zeros_initializer())
t3TJytc_CbbB = IDJ2eXGCBCDu.exp(jasfQE5le8_r)
oVre8I6UXc3b.Xtig2zAKpR0T = IDJ2eXGCBCDu.placeholder(shape=[None, oVre8I6UXc3b.act_size[ehT0Px3KOsy9(chr(1857 - 1809) + chr(0b110 + 0o151) + '\x30', 8)]], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x06:\xfbW\xffb\xf7'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + '\144' + '\145')('\x75' + chr(0b1110100) + chr(0b1000001 + 0o45) + '\055' + chr(0b111000)))
oVre8I6UXc3b.mnjLQtkNuy9W = hOLPUi_G8xuS + IDJ2eXGCBCDu.sqrt(t3TJytc_CbbB) * oVre8I6UXc3b.Xtig2zAKpR0T
OD8vzhBusOEi = IDJ2eXGCBCDu.clip_by_value(oVre8I6UXc3b.mnjLQtkNuy9W, -ehT0Px3KOsy9('\x30' + chr(9363 - 9252) + chr(1689 - 1638), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33', 8)) / ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(2903 - 2792) + '\063', 8)
oVre8I6UXc3b.e1jVqMSBZ01Y = IDJ2eXGCBCDu.identity(OD8vzhBusOEi, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x02)\xfcW\xfcc'), '\144' + chr(1381 - 1280) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(116) + chr(0b1100110) + chr(0b10111 + 0o26) + chr(56)))
oVre8I6UXc3b.r9aOR_w3d2Ft = IDJ2eXGCBCDu.stop_gradient(OD8vzhBusOEi)
hLm55P1F1Qui = -0.5 * IDJ2eXGCBCDu.square(IDJ2eXGCBCDu.stop_gradient(oVre8I6UXc3b.mnjLQtkNuy9W) - hOLPUi_G8xuS) / t3TJytc_CbbB - 0.5 * IDJ2eXGCBCDu.log(2.0 * WqUC3KWvYVup.pi) - 0.5 * jasfQE5le8_r
oVre8I6UXc3b.PMGqZarjagkf = IDJ2eXGCBCDu.identity(hLm55P1F1Qui, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x02)\xfcW\xfcc\xc6\xd7\x1d&\x11\xed'), chr(0b1100100) + chr(0b10000 + 0o125) + chr(0b11100 + 0o107) + chr(0b1101111) + chr(4306 - 4206) + '\145')('\x75' + '\164' + chr(0b1100110) + '\055' + '\x38'))
oVre8I6UXc3b.odmWyBJVXcJh = 0.5 * IDJ2eXGCBCDu.reduce_mean(IDJ2eXGCBCDu.log(ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\x32', 8) * WqUC3KWvYVup.pi * WqUC3KWvYVup.e) + jasfQE5le8_r)
QmmgWUB13VCJ = IDJ2eXGCBCDu.layers.dense(g6YLIGG1AwIJ, ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1926 - 1877), 8), activation=None)
oVre8I6UXc3b.QmmgWUB13VCJ = IDJ2eXGCBCDu.identity(QmmgWUB13VCJ, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x15+\xe4K\xf6R\xfc\xd4\x1b \x1e\xff\x10\xb4'), '\144' + chr(0b1100101) + chr(1394 - 1295) + chr(0b1101111) + '\144' + '\x65')('\165' + chr(0b1110100) + chr(102) + chr(45) + chr(0b101000 + 0o20)))
oVre8I6UXc3b.Im83npSJzO9q = IDJ2eXGCBCDu.placeholder(shape=[None, oVre8I6UXc3b.act_size[ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101010 + 0o6), 8)]], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c&\xeca\xe3\x7f\xf6\xc5\x0e+\x1a\xf2\r\xa5R\xach'), chr(1499 - 1399) + chr(101) + chr(0b1001000 + 0o33) + chr(11167 - 11056) + '\x64' + chr(0b1010011 + 0o22))('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + '\070'))
oVre8I6UXc3b.yPp0Syg5g6oO = IDJ2eXGCBCDu.reduce_sum(IDJ2eXGCBCDu.identity(oVre8I6UXc3b.PMGqZarjagkf), axis=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1018 - 969), 8), keepdims=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1689 - 1640), 8))
oVre8I6UXc3b.cmP1cDlRBEfr = IDJ2eXGCBCDu.reduce_sum(IDJ2eXGCBCDu.identity(oVre8I6UXc3b.Im83npSJzO9q), axis=ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + chr(0b101010 + 0o7), 8), keepdims=ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31', 8))
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Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/models.py
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LearningModel.create_dc_actor_critic
|
def create_dc_actor_critic(self, h_size, num_layers):
"""
Creates Discrete control actor-critic model.
:param h_size: Size of hidden linear layers.
:param num_layers: Number of hidden linear layers.
"""
hidden_streams = self.create_observation_streams(1, h_size, num_layers)
hidden = hidden_streams[0]
if self.use_recurrent:
self.prev_action = tf.placeholder(shape=[None, len(self.act_size)], dtype=tf.int32,
name='prev_action')
prev_action_oh = tf.concat([
tf.one_hot(self.prev_action[:, i], self.act_size[i]) for i in
range(len(self.act_size))], axis=1)
hidden = tf.concat([hidden, prev_action_oh], axis=1)
self.memory_in = tf.placeholder(shape=[None, self.m_size], dtype=tf.float32,
name='recurrent_in')
hidden, memory_out = self.create_recurrent_encoder(hidden, self.memory_in,
self.sequence_length)
self.memory_out = tf.identity(memory_out, name='recurrent_out')
policy_branches = []
for size in self.act_size:
policy_branches.append(tf.layers.dense(hidden, size, activation=None, use_bias=False,
kernel_initializer=c_layers.variance_scaling_initializer(factor=0.01)))
self.all_log_probs = tf.concat([branch for branch in policy_branches], axis=1, name="action_probs")
self.action_masks = tf.placeholder(shape=[None, sum(self.act_size)], dtype=tf.float32, name="action_masks")
output, normalized_logits = self.create_discrete_action_masking_layer(
self.all_log_probs, self.action_masks, self.act_size)
self.output = tf.identity(output)
self.normalized_logits = tf.identity(normalized_logits, name='action')
value = tf.layers.dense(hidden, 1, activation=None)
self.value = tf.identity(value, name="value_estimate")
self.action_holder = tf.placeholder(
shape=[None, len(policy_branches)], dtype=tf.int32, name="action_holder")
self.action_oh = tf.concat([
tf.one_hot(self.action_holder[:, i], self.act_size[i]) for i in range(len(self.act_size))], axis=1)
self.selected_actions = tf.stop_gradient(self.action_oh)
self.all_old_log_probs = tf.placeholder(
shape=[None, sum(self.act_size)], dtype=tf.float32, name='old_probabilities')
_, old_normalized_logits = self.create_discrete_action_masking_layer(
self.all_old_log_probs, self.action_masks, self.act_size)
action_idx = [0] + list(np.cumsum(self.act_size))
self.entropy = tf.reduce_sum((tf.stack([
tf.nn.softmax_cross_entropy_with_logits_v2(
labels=tf.nn.softmax(self.all_log_probs[:, action_idx[i]:action_idx[i + 1]]),
logits=self.all_log_probs[:, action_idx[i]:action_idx[i + 1]])
for i in range(len(self.act_size))], axis=1)), axis=1)
self.log_probs = tf.reduce_sum((tf.stack([
-tf.nn.softmax_cross_entropy_with_logits_v2(
labels=self.action_oh[:, action_idx[i]:action_idx[i + 1]],
logits=normalized_logits[:, action_idx[i]:action_idx[i + 1]]
)
for i in range(len(self.act_size))], axis=1)), axis=1, keepdims=True)
self.old_log_probs = tf.reduce_sum((tf.stack([
-tf.nn.softmax_cross_entropy_with_logits_v2(
labels=self.action_oh[:, action_idx[i]:action_idx[i + 1]],
logits=old_normalized_logits[:, action_idx[i]:action_idx[i + 1]]
)
for i in range(len(self.act_size))], axis=1)), axis=1, keepdims=True)
|
python
|
def create_dc_actor_critic(self, h_size, num_layers):
"""
Creates Discrete control actor-critic model.
:param h_size: Size of hidden linear layers.
:param num_layers: Number of hidden linear layers.
"""
hidden_streams = self.create_observation_streams(1, h_size, num_layers)
hidden = hidden_streams[0]
if self.use_recurrent:
self.prev_action = tf.placeholder(shape=[None, len(self.act_size)], dtype=tf.int32,
name='prev_action')
prev_action_oh = tf.concat([
tf.one_hot(self.prev_action[:, i], self.act_size[i]) for i in
range(len(self.act_size))], axis=1)
hidden = tf.concat([hidden, prev_action_oh], axis=1)
self.memory_in = tf.placeholder(shape=[None, self.m_size], dtype=tf.float32,
name='recurrent_in')
hidden, memory_out = self.create_recurrent_encoder(hidden, self.memory_in,
self.sequence_length)
self.memory_out = tf.identity(memory_out, name='recurrent_out')
policy_branches = []
for size in self.act_size:
policy_branches.append(tf.layers.dense(hidden, size, activation=None, use_bias=False,
kernel_initializer=c_layers.variance_scaling_initializer(factor=0.01)))
self.all_log_probs = tf.concat([branch for branch in policy_branches], axis=1, name="action_probs")
self.action_masks = tf.placeholder(shape=[None, sum(self.act_size)], dtype=tf.float32, name="action_masks")
output, normalized_logits = self.create_discrete_action_masking_layer(
self.all_log_probs, self.action_masks, self.act_size)
self.output = tf.identity(output)
self.normalized_logits = tf.identity(normalized_logits, name='action')
value = tf.layers.dense(hidden, 1, activation=None)
self.value = tf.identity(value, name="value_estimate")
self.action_holder = tf.placeholder(
shape=[None, len(policy_branches)], dtype=tf.int32, name="action_holder")
self.action_oh = tf.concat([
tf.one_hot(self.action_holder[:, i], self.act_size[i]) for i in range(len(self.act_size))], axis=1)
self.selected_actions = tf.stop_gradient(self.action_oh)
self.all_old_log_probs = tf.placeholder(
shape=[None, sum(self.act_size)], dtype=tf.float32, name='old_probabilities')
_, old_normalized_logits = self.create_discrete_action_masking_layer(
self.all_old_log_probs, self.action_masks, self.act_size)
action_idx = [0] + list(np.cumsum(self.act_size))
self.entropy = tf.reduce_sum((tf.stack([
tf.nn.softmax_cross_entropy_with_logits_v2(
labels=tf.nn.softmax(self.all_log_probs[:, action_idx[i]:action_idx[i + 1]]),
logits=self.all_log_probs[:, action_idx[i]:action_idx[i + 1]])
for i in range(len(self.act_size))], axis=1)), axis=1)
self.log_probs = tf.reduce_sum((tf.stack([
-tf.nn.softmax_cross_entropy_with_logits_v2(
labels=self.action_oh[:, action_idx[i]:action_idx[i + 1]],
logits=normalized_logits[:, action_idx[i]:action_idx[i + 1]]
)
for i in range(len(self.act_size))], axis=1)), axis=1, keepdims=True)
self.old_log_probs = tf.reduce_sum((tf.stack([
-tf.nn.softmax_cross_entropy_with_logits_v2(
labels=self.action_oh[:, action_idx[i]:action_idx[i + 1]],
logits=old_normalized_logits[:, action_idx[i]:action_idx[i + 1]]
)
for i in range(len(self.act_size))], axis=1)), axis=1, keepdims=True)
|
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] |
Creates Discrete control actor-critic model.
:param h_size: Size of hidden linear layers.
:param num_layers: Number of hidden linear layers.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/models.py#L310-L380
|
train
|
Creates Discrete control actor - critic model.
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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(0b10001 + 0o37) + chr(0b1101111) + chr(49) + chr(52) + '\x30', 9006 - 8998), ehT0Px3KOsy9(chr(48) + chr(5494 - 5383) + '\x33' + chr(304 - 249) + chr(0b100 + 0o60), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b10100 + 0o40) + chr(2313 - 2261), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + chr(0b101000 + 0o12) + chr(0b110100) + chr(54), 0o10), ehT0Px3KOsy9(chr(794 - 746) + chr(111) + '\063' + chr(0b110010) + chr(1035 - 985), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b110101) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + chr(0b101111 + 0o3) + '\x33' + '\067', 30491 - 30483), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\063' + chr(2999 - 2944) + '\060', 60271 - 60263), ehT0Px3KOsy9(chr(0b110000) + chr(9419 - 9308) + chr(50) + '\x35' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x37' + chr(0b110001), 34665 - 34657), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(1906 - 1857), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(967 - 917) + '\x37' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o26) + chr(0b101000 + 0o13) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\062' + chr(0b110110), 6819 - 6811), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(1466 - 1418), 0b1000), ehT0Px3KOsy9(chr(437 - 389) + '\157' + chr(0b110011) + chr(48) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11 + 0o154) + chr(0b11001 + 0o31) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b101010 + 0o11) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(50) + chr(0b110110) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\x31' + chr(0b100001 + 0o21), 46686 - 46678), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(53) + chr(477 - 424), 17969 - 17961), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + '\x33' + '\067' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1668 - 1620) + chr(151 - 40) + '\x33' + chr(55) + '\060', 8), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + '\x32' + '\063' + chr(2074 - 2024), 36538 - 36530), ehT0Px3KOsy9(chr(113 - 65) + chr(0b1101111) + chr(50) + '\061' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101111 + 0o100) + chr(0b1010 + 0o50) + '\067' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\067' + chr(0b101111 + 0o6), 49286 - 49278), ehT0Px3KOsy9(chr(910 - 862) + '\157' + chr(0b1010 + 0o47) + '\060' + '\x30', 42903 - 42895), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10111 + 0o32) + chr(0b110001) + chr(0b10 + 0o61), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\067' + chr(53), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\x37' + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(1803 - 1692) + chr(0b11010 + 0o31) + chr(0b110001) + chr(980 - 929), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\x30' + chr(0b100 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4535 - 4424) + chr(0b100010 + 0o22) + chr(0b11100 + 0o25), 49304 - 49296), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(729 - 680) + '\062' + chr(0b11101 + 0o23), 33909 - 33901), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\062' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4469 - 4358) + chr(556 - 503) + chr(0b110100), 5165 - 5157), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\065' + chr(0b1001 + 0o50), 37246 - 37238), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\064' + chr(0b101111 + 0o2), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110101) + chr(51), 5490 - 5482)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(170 - 122) + chr(0b1101111) + '\065' + '\060', 9497 - 9489)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'N'), chr(100) + chr(0b100111 + 0o76) + chr(0b100001 + 0o102) + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(116) + '\146' + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LlaDZTsD2fyp(oVre8I6UXc3b, R7iRIAR80tMl, uftkTXJyNORO):
x7d0Tx9w0Tjz = oVre8I6UXc3b.create_observation_streams(ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + chr(129 - 80), 0o10), R7iRIAR80tMl, uftkTXJyNORO)
CknQN6tef5sc = x7d0Tx9w0Tjz[ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\060', ord("\x08"))]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\x8f\x81\xf9\xa0\t\xfc\x8d\xdeKt\xd5)'), chr(0b1100100) + chr(101) + chr(99) + chr(111) + chr(100) + chr(0b1010 + 0o133))(chr(117) + '\x74' + chr(9877 - 9775) + chr(45) + chr(1584 - 1528))):
oVre8I6UXc3b.d5qxCvs9Rwun = IDJ2eXGCBCDu.placeholder(shape=[None, c2A0yzQpDQB3(oVre8I6UXc3b.act_size)], dtype=IDJ2eXGCBCDu.int32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\x8e\x81\xd0\x8d\r\xfc\x8c\xc5V\x7f'), '\x64' + chr(0b1000110 + 0o37) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(7703 - 7602))('\165' + chr(0b1110100) + chr(0b1100100 + 0o2) + '\x2d' + chr(56)))
YottFffKEOnk = IDJ2eXGCBCDu.concat([IDJ2eXGCBCDu.Hq3fv4Yp0EhD(oVre8I6UXc3b.d5qxCvs9Rwun[:, WVxHKyX45z_L], oVre8I6UXc3b.act_size[WVxHKyX45z_L]) for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(oVre8I6UXc3b.act_size))], axis=ehT0Px3KOsy9('\x30' + '\x6f' + chr(482 - 433), 8))
CknQN6tef5sc = IDJ2eXGCBCDu.concat([CknQN6tef5sc, YottFffKEOnk], axis=ehT0Px3KOsy9(chr(614 - 566) + chr(0b1101111) + chr(1186 - 1137), 8))
oVre8I6UXc3b.RLv9waWuU_p6 = IDJ2eXGCBCDu.placeholder(shape=[None, oVre8I6UXc3b.m_size], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x99\x87\xd3\xa0\x1e\xfa\x96\xd8fx\xd5'), chr(0b100001 + 0o103) + '\x65' + chr(0b1001011 + 0o30) + '\157' + chr(0b100000 + 0o104) + '\145')('\165' + chr(3001 - 2885) + chr(0b1100110) + chr(45) + chr(0b111000)))
(CknQN6tef5sc, pWJZXIx3q3rA) = oVre8I6UXc3b.create_recurrent_encoder(CknQN6tef5sc, oVre8I6UXc3b.RLv9waWuU_p6, oVre8I6UXc3b.sequence_length)
oVre8I6UXc3b.pWJZXIx3q3rA = IDJ2eXGCBCDu.identity(pWJZXIx3q3rA, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x99\x87\xd3\xa0\x1e\xfa\x96\xd8f~\xce)'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b100 + 0o153) + chr(100) + chr(0b1100011 + 0o2))(chr(0b10000 + 0o145) + '\x74' + chr(102) + '\x2d' + '\070'))
Ir3o2rG_3tTn = []
for NLcc3BCJnQka in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\x9f\x90\xf9\xa1\x05\xe5\x9d'), '\144' + chr(0b1100101) + chr(4615 - 4516) + '\157' + '\144' + '\145')(chr(845 - 728) + chr(3404 - 3288) + '\146' + '\055' + '\070')):
xafqLlk3kkUe(Ir3o2rG_3tTn, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\x8c\x94\xc3\xbc\x08'), '\x64' + chr(101) + '\143' + chr(1671 - 1560) + chr(0b1110 + 0o126) + chr(1235 - 1134))('\165' + chr(0b1110100) + '\146' + chr(0b101101) + chr(301 - 245)))(xafqLlk3kkUe(IDJ2eXGCBCDu.layers, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\x99\x8a\xd5\xb7'), '\x64' + chr(9773 - 9672) + chr(0b1100011) + '\x6f' + '\144' + chr(0b110011 + 0o62))(chr(0b1110101) + chr(0b110011 + 0o101) + '\x66' + chr(45) + '\x38'))(CknQN6tef5sc, NLcc3BCJnQka, activation=None, use_bias=ehT0Px3KOsy9(chr(48) + chr(0b1010111 + 0o30) + '\060', 8), kernel_initializer=xafqLlk3kkUe(dKlutVU1dczM, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x9d\x96\xcf\xb3\x02\xfc\x9d\xf3Jr\xda1\xbff\xa1K\xb4\xda\xe3\xd9\x96\x99\xf6\xe1\xc7\x182'), chr(0b1010101 + 0o17) + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(101))('\165' + chr(0b1110100) + '\x66' + '\x2d' + chr(56)))(factor=0.01)))
oVre8I6UXc3b.PMGqZarjagkf = IDJ2eXGCBCDu.concat([I8Rvz5RBnsQd for I8Rvz5RBnsQd in Ir3o2rG_3tTn], axis=ehT0Px3KOsy9('\060' + chr(111) + chr(1644 - 1595), 8), name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\x9f\x90\xcf\xbd\x02\xc0\x88\xdeVs\xc8'), chr(100) + chr(101) + chr(5037 - 4938) + '\x6f' + '\144' + chr(3851 - 3750))(chr(8736 - 8619) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000)))
oVre8I6UXc3b.IUxugCkGYncb = IDJ2eXGCBCDu.placeholder(shape=[None, xkxBmo49x2An(oVre8I6UXc3b.act_size)], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\x9f\x90\xcf\xbd\x02\xc0\x95\xcdJz\xc8'), '\x64' + '\145' + chr(0b1100011) + chr(0b1000000 + 0o57) + chr(186 - 86) + '\145')(chr(4326 - 4209) + chr(0b1110100) + chr(6807 - 6705) + chr(0b101101) + chr(0b111000)))
(e1jVqMSBZ01Y, ImH_BeFwrz8q) = oVre8I6UXc3b.create_discrete_action_masking_layer(oVre8I6UXc3b.PMGqZarjagkf, oVre8I6UXc3b.IUxugCkGYncb, oVre8I6UXc3b.act_size)
oVre8I6UXc3b.e1jVqMSBZ01Y = IDJ2eXGCBCDu.identity(e1jVqMSBZ01Y)
oVre8I6UXc3b.ImH_BeFwrz8q = IDJ2eXGCBCDu.identity(ImH_BeFwrz8q, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\x9f\x90\xcf\xbd\x02'), '\144' + chr(9099 - 8998) + chr(4329 - 4230) + '\157' + '\x64' + '\x65')(chr(12033 - 11916) + chr(6551 - 6435) + '\146' + chr(45) + chr(2003 - 1947)))
QmmgWUB13VCJ = IDJ2eXGCBCDu.layers.dense(CknQN6tef5sc, ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8), activation=None)
oVre8I6UXc3b.QmmgWUB13VCJ = IDJ2eXGCBCDu.identity(QmmgWUB13VCJ, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x9d\x88\xd3\xb73\xfa\x8b\xd8P|\xda)\xb3'), chr(0b1000 + 0o134) + chr(0b1100101) + chr(0b100011 + 0o100) + '\157' + chr(0b101001 + 0o73) + '\x65')(chr(6579 - 6462) + chr(116) + '\x66' + chr(763 - 718) + chr(3039 - 2983)))
oVre8I6UXc3b.XzqrRpz0Pbr0 = IDJ2eXGCBCDu.placeholder(shape=[None, c2A0yzQpDQB3(Ir3o2rG_3tTn)], dtype=IDJ2eXGCBCDu.int32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\x9f\x90\xcf\xbd\x02\xc0\x90\xc3Uu\xde/'), '\x64' + '\x65' + chr(0b1100 + 0o127) + '\157' + '\x64' + '\x65')('\x75' + chr(116) + chr(6016 - 5914) + chr(45) + '\x38'))
oVre8I6UXc3b.xKRTrh1pawVX = IDJ2eXGCBCDu.concat([IDJ2eXGCBCDu.Hq3fv4Yp0EhD(oVre8I6UXc3b.XzqrRpz0Pbr0[:, WVxHKyX45z_L], oVre8I6UXc3b.act_size[WVxHKyX45z_L]) for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(oVre8I6UXc3b.act_size))], axis=ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x31', 8))
oVre8I6UXc3b.r9aOR_w3d2Ft = IDJ2eXGCBCDu.stop_gradient(oVre8I6UXc3b.xKRTrh1pawVX)
oVre8I6UXc3b.Im83npSJzO9q = IDJ2eXGCBCDu.placeholder(shape=[None, xkxBmo49x2An(oVre8I6UXc3b.act_size)], dtype=IDJ2eXGCBCDu.float32, name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\x90\x80\xf9\xa2\x1e\xf0\x9a\xcd[x\xd74\xa2a\xa3g'), chr(100) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(0b1110100) + chr(0b1100100 + 0o2) + chr(0b101101) + '\070'))
(VNGQdHSFPrso, FqfcXNY8xXse) = oVre8I6UXc3b.create_discrete_action_masking_layer(oVre8I6UXc3b.Im83npSJzO9q, oVre8I6UXc3b.IUxugCkGYncb, oVre8I6UXc3b.act_size)
ai7udWzCE_Tf = [ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100101 + 0o13), 8)] + YyaZ4tpXu4lf(WqUC3KWvYVup.i0lzZW3r00ue(oVre8I6UXc3b.act_size))
oVre8I6UXc3b.odmWyBJVXcJh = IDJ2eXGCBCDu.reduce_sum(IDJ2eXGCBCDu.stack([IDJ2eXGCBCDu.nn.softmax_cross_entropy_with_logits_v2(labels=IDJ2eXGCBCDu.nn.softmax(oVre8I6UXc3b.PMGqZarjagkf[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9(chr(165 - 117) + '\157' + chr(0b110001), 8)]]), logits=oVre8I6UXc3b.PMGqZarjagkf[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 8)]]) for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(oVre8I6UXc3b.act_size))], axis=ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(0b10000 + 0o41), 8)), axis=ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), 8))
oVre8I6UXc3b.yPp0Syg5g6oO = IDJ2eXGCBCDu.reduce_sum(IDJ2eXGCBCDu.stack([-IDJ2eXGCBCDu.nn.softmax_cross_entropy_with_logits_v2(labels=oVre8I6UXc3b.xKRTrh1pawVX[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9('\x30' + '\157' + chr(1134 - 1085), 8)]], logits=ImH_BeFwrz8q[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + '\x31', 8)]]) for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(oVre8I6UXc3b.act_size))], axis=ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(10246 - 10135) + chr(376 - 327), 8)), axis=ehT0Px3KOsy9('\x30' + '\157' + chr(49), 8), keepdims=ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(0b1101 + 0o44), 8))
oVre8I6UXc3b.cmP1cDlRBEfr = IDJ2eXGCBCDu.reduce_sum(IDJ2eXGCBCDu.stack([-IDJ2eXGCBCDu.nn.softmax_cross_entropy_with_logits_v2(labels=oVre8I6UXc3b.xKRTrh1pawVX[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9(chr(1221 - 1173) + '\157' + '\x31', 8)]], logits=FqfcXNY8xXse[:, ai7udWzCE_Tf[WVxHKyX45z_L]:ai7udWzCE_Tf[WVxHKyX45z_L + ehT0Px3KOsy9('\060' + '\157' + chr(602 - 553), 8)]]) for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(oVre8I6UXc3b.act_size))], axis=ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 8)), axis=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11 + 0o56), 8), keepdims=ehT0Px3KOsy9(chr(48) + chr(111) + chr(286 - 237), 8))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/online_trainer.py
|
OnlineBCTrainer.add_experiences
|
def add_experiences(self, curr_info: AllBrainInfo, next_info: AllBrainInfo,
take_action_outputs):
"""
Adds experiences to each agent's experience history.
:param curr_info: Current AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param next_info: Next AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param take_action_outputs: The outputs of the take action method.
"""
# Used to collect teacher experience into training buffer
info_teacher = curr_info[self.brain_to_imitate]
next_info_teacher = next_info[self.brain_to_imitate]
for agent_id in info_teacher.agents:
self.demonstration_buffer[agent_id].last_brain_info = info_teacher
for agent_id in next_info_teacher.agents:
stored_info_teacher = self.demonstration_buffer[agent_id].last_brain_info
if stored_info_teacher is None:
continue
else:
idx = stored_info_teacher.agents.index(agent_id)
next_idx = next_info_teacher.agents.index(agent_id)
if stored_info_teacher.text_observations[idx] != "":
info_teacher_record, info_teacher_reset = \
stored_info_teacher.text_observations[idx].lower().split(",")
next_info_teacher_record, next_info_teacher_reset = \
next_info_teacher.text_observations[idx]. \
lower().split(",")
if next_info_teacher_reset == "true":
self.demonstration_buffer.reset_update_buffer()
else:
info_teacher_record, next_info_teacher_record = "true", "true"
if info_teacher_record == "true" and next_info_teacher_record == "true":
if not stored_info_teacher.local_done[idx]:
for i in range(self.policy.vis_obs_size):
self.demonstration_buffer[agent_id]['visual_obs%d' % i] \
.append(stored_info_teacher.visual_observations[i][idx])
if self.policy.use_vec_obs:
self.demonstration_buffer[agent_id]['vector_obs'] \
.append(stored_info_teacher.vector_observations[idx])
if self.policy.use_recurrent:
if stored_info_teacher.memories.shape[1] == 0:
stored_info_teacher.memories = np.zeros(
(len(stored_info_teacher.agents),
self.policy.m_size))
self.demonstration_buffer[agent_id]['memory'].append(
stored_info_teacher.memories[idx])
self.demonstration_buffer[agent_id]['actions'].append(
next_info_teacher.previous_vector_actions[next_idx])
super(OnlineBCTrainer, self).add_experiences(curr_info, next_info, take_action_outputs)
|
python
|
def add_experiences(self, curr_info: AllBrainInfo, next_info: AllBrainInfo,
take_action_outputs):
"""
Adds experiences to each agent's experience history.
:param curr_info: Current AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param next_info: Next AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param take_action_outputs: The outputs of the take action method.
"""
# Used to collect teacher experience into training buffer
info_teacher = curr_info[self.brain_to_imitate]
next_info_teacher = next_info[self.brain_to_imitate]
for agent_id in info_teacher.agents:
self.demonstration_buffer[agent_id].last_brain_info = info_teacher
for agent_id in next_info_teacher.agents:
stored_info_teacher = self.demonstration_buffer[agent_id].last_brain_info
if stored_info_teacher is None:
continue
else:
idx = stored_info_teacher.agents.index(agent_id)
next_idx = next_info_teacher.agents.index(agent_id)
if stored_info_teacher.text_observations[idx] != "":
info_teacher_record, info_teacher_reset = \
stored_info_teacher.text_observations[idx].lower().split(",")
next_info_teacher_record, next_info_teacher_reset = \
next_info_teacher.text_observations[idx]. \
lower().split(",")
if next_info_teacher_reset == "true":
self.demonstration_buffer.reset_update_buffer()
else:
info_teacher_record, next_info_teacher_record = "true", "true"
if info_teacher_record == "true" and next_info_teacher_record == "true":
if not stored_info_teacher.local_done[idx]:
for i in range(self.policy.vis_obs_size):
self.demonstration_buffer[agent_id]['visual_obs%d' % i] \
.append(stored_info_teacher.visual_observations[i][idx])
if self.policy.use_vec_obs:
self.demonstration_buffer[agent_id]['vector_obs'] \
.append(stored_info_teacher.vector_observations[idx])
if self.policy.use_recurrent:
if stored_info_teacher.memories.shape[1] == 0:
stored_info_teacher.memories = np.zeros(
(len(stored_info_teacher.agents),
self.policy.m_size))
self.demonstration_buffer[agent_id]['memory'].append(
stored_info_teacher.memories[idx])
self.demonstration_buffer[agent_id]['actions'].append(
next_info_teacher.previous_vector_actions[next_idx])
super(OnlineBCTrainer, self).add_experiences(curr_info, next_info, take_action_outputs)
|
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Adds experiences to each agent's experience history.
:param curr_info: Current AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param next_info: Next AllBrainInfo (Dictionary of all current brains and corresponding BrainInfo).
:param take_action_outputs: The outputs of the take action method.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/online_trainer.py#L47-L97
|
train
|
Adds experiences to each agent s experience history.
|
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) + chr(114 - 59) + chr(0b110000 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(147 - 36) + chr(0b110110) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\067' + chr(0b10011 + 0o40), 51483 - 51475), ehT0Px3KOsy9(chr(1089 - 1041) + chr(0b1101111) + chr(0b101101 + 0o5) + '\x37' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b110001) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\x31' + chr(0b1101 + 0o45) + chr(55), 0o10), ehT0Px3KOsy9(chr(1730 - 1682) + chr(111) + chr(0b11010 + 0o33) + '\060', 0o10), ehT0Px3KOsy9(chr(1878 - 1830) + '\157' + chr(0b11 + 0o57) + chr(0b10001 + 0o44) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(138 - 90) + '\x6f' + chr(49) + chr(143 - 93) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(578 - 528) + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1000 - 949) + '\067' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\067' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\062' + chr(0b0 + 0o67), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1715 - 1604) + chr(915 - 865) + chr(0b110111) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(0b10100 + 0o35) + chr(299 - 245) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110 + 0o57) + chr(1903 - 1849), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2137 - 2086) + '\x30' + chr(2354 - 2302), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11010 + 0o27) + chr(53) + chr(1703 - 1655), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1865 - 1816) + '\060', 0b1000), ehT0Px3KOsy9(chr(748 - 700) + chr(0b1100011 + 0o14) + chr(51) + chr(0b110001), 30895 - 30887), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\x33' + chr(2278 - 2228), 21236 - 21228), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101000 + 0o11) + chr(53) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1060 - 1011) + chr(0b110100) + chr(935 - 886), 54884 - 54876), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(50) + chr(0b110001) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b11111 + 0o22) + '\x37' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1794 - 1746) + chr(0b1010010 + 0o35) + chr(486 - 435) + chr(0b110111) + chr(0b10010 + 0o44), 0o10), ehT0Px3KOsy9(chr(435 - 387) + '\x6f' + chr(634 - 583) + chr(0b101011 + 0o14) + '\x37', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\065' + chr(0b101111 + 0o4), 53857 - 53849), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110010) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(54) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\064' + chr(2461 - 2408), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10111 + 0o34) + chr(597 - 549) + chr(0b100101 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2728 - 2617) + '\x31' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(10535 - 10424) + chr(305 - 257), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\x37' + chr(0b11110 + 0o22), 39900 - 39892), ehT0Px3KOsy9(chr(48) + chr(7639 - 7528) + '\062' + '\060', 3064 - 3056), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(269 - 220) + '\x34' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1213 - 1102) + '\x33' + '\066' + chr(628 - 576), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1890 - 1842) + chr(0b101001 + 0o106) + '\061' + '\060' + chr(0b101001 + 0o12), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1'), '\144' + chr(0b111111 + 0o46) + chr(0b1100011) + '\157' + chr(100) + chr(0b1100101))(chr(1882 - 1765) + chr(0b1110100) + '\x66' + chr(0b100001 + 0o14) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UNetVklTvNLx(oVre8I6UXc3b, XoKEpUOqs6zF, RA1aT65ImOMG, NGicoBkrUpwn):
yvhiTs0xAnZ2 = XoKEpUOqs6zF[oVre8I6UXc3b.brain_to_imitate]
gEYDFjNKgrgS = RA1aT65ImOMG[oVre8I6UXc3b.brain_to_imitate]
for zo8AptUG8P02 in xafqLlk3kkUe(yvhiTs0xAnZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9eS^\xd3=$'), chr(0b1100100) + chr(0b111010 + 0o53) + chr(0b1101 + 0o126) + chr(7924 - 7813) + '\144' + '\x65')('\165' + chr(7272 - 7156) + chr(0b1100110) + '\x2d' + '\x38')):
oVre8I6UXc3b.demonstration_buffer[zo8AptUG8P02].a35pUBi5kYE0 = yvhiTs0xAnZ2
for zo8AptUG8P02 in xafqLlk3kkUe(gEYDFjNKgrgS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9eS^\xd3=$'), '\x64' + chr(0b1100101) + '\143' + '\157' + chr(8402 - 8302) + '\x65')(chr(202 - 85) + '\164' + chr(0b101110 + 0o70) + '\x2d' + '\x38')):
QXw0ChMAJcZI = oVre8I6UXc3b.demonstration_buffer[zo8AptUG8P02].a35pUBi5kYE0
if QXw0ChMAJcZI is None:
continue
else:
YlqusYB6InkM = QXw0ChMAJcZI.agents.XdowRbJKZWL9(zo8AptUG8P02)
mBzzEpuJdqv5 = gEYDFjNKgrgS.agents.XdowRbJKZWL9(zo8AptUG8P02)
if xafqLlk3kkUe(QXw0ChMAJcZI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bQC\xc9\x168J\xdf5\xe7\x8c\x1a\xe3\xd1\x18\x80\xb7'), chr(9495 - 9395) + '\145' + '\x63' + chr(111) + chr(7121 - 7021) + chr(0b11101 + 0o110))(chr(9322 - 9205) + chr(116) + chr(0b1001011 + 0o33) + chr(45) + chr(0b101010 + 0o16)))[YlqusYB6InkM] != xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(101) + '\x63' + '\x6f' + chr(100) + chr(3810 - 3709))(chr(4441 - 4324) + chr(274 - 158) + chr(102) + '\055' + '\x38'):
(AFiOLkNrQHq3, u_E6lyEV1Qnf) = QXw0ChMAJcZI.text_observations[YlqusYB6InkM].lower().split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3'), chr(0b101011 + 0o71) + '\x65' + chr(0b1100011) + chr(10555 - 10444) + chr(100) + chr(7742 - 7641))('\165' + '\164' + '\x66' + '\x2d' + chr(0b111000)))
(vu0eR1ziVaXd, Z2xWQiQf3Juf) = gEYDFjNKgrgS.text_observations[YlqusYB6InkM].lower().split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3'), chr(0b1100100) + chr(6655 - 6554) + chr(99) + '\x6f' + '\x64' + chr(0b1001001 + 0o34))('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(56)))
if Z2xWQiQf3Juf == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bFN\xd8'), chr(0b10111 + 0o115) + '\x65' + chr(4992 - 4893) + chr(111) + chr(9714 - 9614) + chr(0b101000 + 0o75))('\165' + chr(0b1000101 + 0o57) + chr(0b1100110) + chr(0b10101 + 0o30) + chr(3133 - 3077)):
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8dQH\xd8=\x08]\xdc4\xf4\x8e\x1e\xc8\xda\x02\x88\xa2\rz'), '\x64' + chr(9853 - 9752) + '\x63' + '\157' + chr(0b1011111 + 0o5) + '\x65')('\x75' + chr(116) + chr(10276 - 10174) + chr(45) + chr(0b111000)))()
else:
(AFiOLkNrQHq3, vu0eR1ziVaXd) = (xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bFN\xd8'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(5810 - 5699) + chr(100) + '\145')(chr(10523 - 10406) + chr(116) + chr(3542 - 3440) + '\x2d' + chr(1829 - 1773)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bFN\xd8'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b1000000 + 0o44) + chr(6436 - 6335))('\x75' + chr(116) + '\146' + '\x2d' + chr(0b111000)))
if AFiOLkNrQHq3 == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bFN\xd8'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\157' + '\x64' + chr(101))('\x75' + chr(0b1110100) + chr(102) + chr(1532 - 1487) + '\x38') and vu0eR1ziVaXd == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bFN\xd8'), chr(0b1000110 + 0o36) + '\x65' + chr(99) + '\157' + '\x64' + chr(101))('\165' + chr(116) + '\146' + '\x2d' + chr(56)):
if not xafqLlk3kkUe(QXw0ChMAJcZI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93[X\xdc%\x08L\xc3>\xf0'), chr(5605 - 5505) + chr(101) + '\x63' + chr(111) + chr(9095 - 8995) + chr(0b1100101))('\x75' + chr(116) + chr(4877 - 4775) + '\055' + chr(0b10001 + 0o47)))[YlqusYB6InkM]:
for WVxHKyX45z_L in vQr8gNKaIaWE(xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89]H\xe2&5[\xf3#\xfc\x80\x1e'), chr(2093 - 1993) + chr(101) + '\x63' + chr(663 - 552) + chr(0b1010110 + 0o16) + chr(0b1100101))(chr(117) + chr(116) + chr(4043 - 3941) + chr(2018 - 1973) + chr(56)))):
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\x89]H\xc8(;w\xc32\xe6\xdf\x1f'), chr(8636 - 8536) + chr(2246 - 2145) + chr(99) + '\157' + '\x64' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000)) % WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b"\x9eDK\xd8'3"), chr(0b1100100) + '\145' + chr(1101 - 1002) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1101101 + 0o10) + chr(0b1110100) + chr(0b1100001 + 0o5) + chr(0b1101 + 0o40) + chr(0b10111 + 0o41)))(xafqLlk3kkUe(QXw0ChMAJcZI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89]H\xc8(;w\xc32\xe6\x9f\t\xe1\xd9\x03\x87\xab\x06{'), chr(0b11110 + 0o106) + chr(101) + chr(0b11000 + 0o113) + chr(0b110010 + 0o75) + chr(0b1100100) + chr(9055 - 8954))('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))[WVxHKyX45z_L][YlqusYB6InkM])
if xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8aG^\xe2?2K\xf3?\xf7\x89'), chr(1381 - 1281) + '\x65' + chr(0b1100011) + chr(10893 - 10782) + '\x64' + chr(101))('\165' + chr(116) + chr(2821 - 2719) + '\055' + chr(0b0 + 0o70))):
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\x89QX\xc9&%w\xc32\xe6'), chr(100) + chr(0b1010000 + 0o25) + chr(0b1100011) + chr(111) + '\x64' + chr(101))('\x75' + chr(116) + chr(4161 - 4059) + chr(0b11001 + 0o24) + chr(1230 - 1174))], xafqLlk3kkUe(SXOLrMavuUCe(b"\x9eDK\xd8'3"), '\144' + chr(101) + chr(0b11000 + 0o113) + chr(0b1101111) + chr(0b10101 + 0o117) + chr(0b1010010 + 0o23))('\165' + '\164' + chr(3841 - 3739) + chr(0b100101 + 0o10) + '\070'))(xafqLlk3kkUe(QXw0ChMAJcZI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89QX\xc9&%w\xc32\xe6\x9f\t\xe1\xd9\x03\x87\xab\x06{'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\157' + chr(810 - 710) + chr(101))(chr(117) + chr(0b1000110 + 0o56) + '\146' + chr(0b101101) + chr(1127 - 1071)))[YlqusYB6InkM])
if xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8aG^\xe2;2K\xd9"\xe7\x9f\x15\xe3'), chr(8551 - 8451) + '\145' + '\x63' + chr(111) + '\x64' + '\145')('\165' + chr(0b1101110 + 0o6) + chr(6643 - 6541) + chr(45) + chr(0b11010 + 0o36))):
if xafqLlk3kkUe(QXw0ChMAJcZI.memories, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91UN\xe4/\x1bO\xc0\x04\xe5\x99\x19'), chr(0b1100100) + chr(101) + chr(2063 - 1964) + chr(0b1100011 + 0o14) + '\144' + '\x65')('\165' + '\164' + '\146' + chr(0b101101) + chr(0b100101 + 0o23)))[ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31', 43785 - 43777)] == ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(48), 8):
QXw0ChMAJcZI.TIomD9KL0hBZ = WqUC3KWvYVup.zeros((c2A0yzQpDQB3(QXw0ChMAJcZI.agents), oVre8I6UXc3b.policy.m_size))
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\x92QV\xd2;.'), chr(0b1100100) + chr(0b1101 + 0o130) + '\x63' + chr(111) + chr(0b100111 + 0o75) + '\145')('\165' + chr(116) + chr(0b1100110) + chr(0b0 + 0o55) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b"\x9eDK\xd8'3"), chr(0b11100 + 0o110) + chr(0b11100 + 0o111) + '\x63' + '\157' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(6559 - 6443) + '\x66' + chr(45) + '\070'))(xafqLlk3kkUe(QXw0ChMAJcZI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab}T\xd0\rnc\xe0`\xfd\xb8!'), chr(100) + '\x65' + chr(0b11 + 0o140) + chr(0b101011 + 0o104) + chr(0b1100100) + chr(0b101100 + 0o71))(chr(117) + chr(10217 - 10101) + '\146' + '\x2d' + '\070'))[YlqusYB6InkM])
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\x9eWO\xd4&9['), chr(0b10100 + 0o120) + chr(0b1001 + 0o134) + chr(6368 - 6269) + chr(11412 - 11301) + '\144' + chr(0b1100101))('\165' + '\x74' + chr(0b1100110) + chr(1125 - 1080) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b"\x9eDK\xd8'3"), chr(0b1100100) + chr(0b100011 + 0o102) + chr(0b1100011) + '\x6f' + chr(0b1010 + 0o132) + '\x65')(chr(0b1110101) + chr(7435 - 7319) + '\146' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(gEYDFjNKgrgS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8fF^\xcb 8]\xdf\x0f\xe3\x9f\x18\xe3\xd7\x05\xb1\xa5\x0b|p5\x02\x12'), chr(0b1101 + 0o127) + chr(9545 - 9444) + '\x63' + '\157' + chr(0b1010111 + 0o15) + chr(3682 - 3581))(chr(117) + '\164' + chr(0b1100110) + chr(45) + chr(0b1011 + 0o55)))[mBzzEpuJdqv5])
xafqLlk3kkUe(KNx0Ujaz9UM0(ROE6qaoRat69, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9eP_\xe2,/X\xc9"\xfc\x9f\x15\xf4\xdd\x04'), chr(1988 - 1888) + chr(101) + chr(99) + '\157' + chr(6682 - 6582) + chr(101))(chr(117) + '\x74' + chr(0b1010 + 0o134) + '\055' + chr(1139 - 1083)))(XoKEpUOqs6zF, RA1aT65ImOMG, NGicoBkrUpwn)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/online_trainer.py
|
OnlineBCTrainer.process_experiences
|
def process_experiences(self, current_info: AllBrainInfo, next_info: AllBrainInfo):
"""
Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Current AllBrainInfo
:param next_info: Next AllBrainInfo
"""
info_teacher = next_info[self.brain_to_imitate]
for l in range(len(info_teacher.agents)):
teacher_action_list = len(self.demonstration_buffer[info_teacher.agents[l]]['actions'])
horizon_reached = teacher_action_list > self.trainer_parameters['time_horizon']
teacher_filled = len(self.demonstration_buffer[info_teacher.agents[l]]['actions']) > 0
if (info_teacher.local_done[l] or horizon_reached) and teacher_filled:
agent_id = info_teacher.agents[l]
self.demonstration_buffer.append_update_buffer(
agent_id, batch_size=None, training_length=self.policy.sequence_length)
self.demonstration_buffer[agent_id].reset_agent()
super(OnlineBCTrainer, self).process_experiences(current_info, next_info)
|
python
|
def process_experiences(self, current_info: AllBrainInfo, next_info: AllBrainInfo):
"""
Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Current AllBrainInfo
:param next_info: Next AllBrainInfo
"""
info_teacher = next_info[self.brain_to_imitate]
for l in range(len(info_teacher.agents)):
teacher_action_list = len(self.demonstration_buffer[info_teacher.agents[l]]['actions'])
horizon_reached = teacher_action_list > self.trainer_parameters['time_horizon']
teacher_filled = len(self.demonstration_buffer[info_teacher.agents[l]]['actions']) > 0
if (info_teacher.local_done[l] or horizon_reached) and teacher_filled:
agent_id = info_teacher.agents[l]
self.demonstration_buffer.append_update_buffer(
agent_id, batch_size=None, training_length=self.policy.sequence_length)
self.demonstration_buffer[agent_id].reset_agent()
super(OnlineBCTrainer, self).process_experiences(current_info, next_info)
|
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Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Current AllBrainInfo
:param next_info: Next AllBrainInfo
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/online_trainer.py#L99-L117
|
train
|
Process the experiments of the current and next trains.
|
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(1663 - 1615) + chr(0b1101111) + chr(0b11101 + 0o24) + chr(2049 - 1995) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110110) + chr(2261 - 2208), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + chr(0b100 + 0o60), 0b1000), ehT0Px3KOsy9(chr(1734 - 1686) + '\157' + chr(50) + chr(51) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(51) + chr(2184 - 2136) + chr(2499 - 2447), 0o10), ehT0Px3KOsy9(chr(574 - 526) + '\157' + chr(50) + chr(0b110000) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(1756 - 1704) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(1915 - 1865) + chr(0b100 + 0o62), 32927 - 32919), ehT0Px3KOsy9('\060' + chr(0b101000 + 0o107) + chr(0b101011 + 0o6) + '\064' + '\060', 32917 - 32909), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b1110 + 0o43) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1101 + 0o50) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(0b110011) + '\x37' + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x34' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(662 - 551) + '\063' + chr(49) + '\061', 53117 - 53109), ehT0Px3KOsy9('\060' + chr(8625 - 8514) + chr(51) + chr(0b100110 + 0o15) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(4024 - 3913) + '\x32' + chr(0b110010) + chr(50), 6450 - 6442), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b10010 + 0o135) + '\061' + chr(51) + chr(2496 - 2443), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5774 - 5663) + chr(354 - 305) + chr(52) + '\064', 6737 - 6729), ehT0Px3KOsy9(chr(1435 - 1387) + chr(6213 - 6102) + '\x31' + chr(0b110011) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(205 - 94) + chr(2454 - 2404) + chr(342 - 288) + chr(0b110000), 50937 - 50929), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b11011 + 0o124) + '\x31' + chr(1114 - 1061) + chr(0b110000), 16011 - 16003), ehT0Px3KOsy9(chr(2004 - 1956) + '\157' + '\x32' + chr(0b10110 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110011 + 0o0) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(2248 - 2200) + chr(111) + chr(1979 - 1928), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1 + 0o61) + chr(466 - 418) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2115 - 2065) + '\061' + chr(0b10101 + 0o36), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5347 - 5236) + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(49) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(51) + chr(856 - 801) + chr(3000 - 2945), ord("\x08")), ehT0Px3KOsy9(chr(1433 - 1385) + chr(0b1101111) + chr(889 - 839) + chr(0b110110) + chr(0b110010 + 0o0), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b100111 + 0o110) + chr(0b100111 + 0o13) + '\060' + chr(48), 11940 - 11932), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1001 + 0o51) + chr(0b1010 + 0o55) + chr(479 - 425), 22176 - 22168), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(4472 - 4361) + chr(2372 - 2323) + chr(0b110110) + chr(0b1101 + 0o44), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(308 - 259) + chr(0b100100 + 0o17) + chr(233 - 180), 8), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(0b11100 + 0o31) + chr(50), 31489 - 31481), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1425 - 1377) + chr(111) + chr(0b110010) + chr(0b110000) + chr(0b1100 + 0o52), 8), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + '\x33' + chr(0b1101 + 0o43) + chr(406 - 358), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Z'), '\x64' + '\145' + chr(9607 - 9508) + chr(111) + chr(100) + chr(0b1011101 + 0o10))(chr(0b1010011 + 0o42) + '\164' + chr(4793 - 4691) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zCrNqxAT4u3Z(oVre8I6UXc3b, KA4tWYdY5Kgb, RA1aT65ImOMG):
yvhiTs0xAnZ2 = RA1aT65ImOMG[oVre8I6UXc3b.brain_to_imitate]
for aLoH_Mt0dzwO in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(yvhiTs0xAnZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\x12Q\xf1\xb0\xf5'), '\x64' + chr(101) + chr(0b111110 + 0o45) + chr(0b101001 + 0o106) + '\144' + chr(101))('\x75' + chr(0b110010 + 0o102) + '\146' + chr(643 - 598) + chr(1069 - 1013))))):
Ivu_ri6QG1ZL = c2A0yzQpDQB3(oVre8I6UXc3b.zCD2pnJRnVsM[yvhiTs0xAnZ2.agents[aLoH_Mt0dzwO]][xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\x16@\xf6\xab\xe8\x95'), '\x64' + '\145' + chr(8372 - 8273) + chr(0b1101111) + chr(6473 - 6373) + chr(101))(chr(117) + '\164' + chr(0b1100110) + '\x2d' + chr(2263 - 2207))])
IcgeAZxrqie2 = Ivu_ri6QG1ZL > oVre8I6UXc3b.trainer_parameters[xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x1cY\xfa\x9b\xee\x89$\t6B\x94'), '\x64' + '\x65' + chr(99) + '\x6f' + chr(100) + chr(0b111101 + 0o50))(chr(117) + '\164' + chr(102) + '\x2d' + chr(0b111000))]
RDnjvvjoTw9U = c2A0yzQpDQB3(oVre8I6UXc3b.zCD2pnJRnVsM[yvhiTs0xAnZ2.agents[aLoH_Mt0dzwO]][xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\x16@\xf6\xab\xe8\x95'), chr(0b1001010 + 0o32) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\x64' + chr(101))(chr(3417 - 3300) + chr(116) + chr(757 - 655) + chr(45) + chr(0b111000))]) > ehT0Px3KOsy9(chr(48) + '\157' + '\x30', 39586 - 39578)
if (xafqLlk3kkUe(yvhiTs0xAnZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\x1aW\xfe\xa8\xd9\x829\x0e)'), chr(0b1100100) + chr(9089 - 8988) + chr(0b1100011) + chr(458 - 347) + '\x64' + '\145')(chr(0b1110101) + chr(1230 - 1114) + chr(0b1001110 + 0o30) + chr(0b101101) + '\x38'))[aLoH_Mt0dzwO] or IcgeAZxrqie2) and RDnjvvjoTw9U:
zo8AptUG8P02 = yvhiTs0xAnZ2.agents[aLoH_Mt0dzwO]
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\x05D\xfa\xaa\xe2\xb9#\x10(L\x8e\x06\x96\xbb\xe7;\x02=\xc2'), chr(2458 - 2358) + chr(7310 - 7209) + chr(0b1100011) + chr(11554 - 11443) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'))(zo8AptUG8P02, batch_size=None, training_length=xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\x10E\xea\xa1\xe8\x853? H\x94\x04\xbd\xb1'), '\144' + '\145' + chr(0b1100011) + chr(111) + chr(1357 - 1257) + chr(3645 - 3544))('\x75' + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b100110 + 0o22))))
xafqLlk3kkUe(oVre8I6UXc3b.demonstration_buffer[zo8AptUG8P02], xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\x10G\xfa\xb0\xd9\x871\x05"Y'), chr(7069 - 6969) + chr(0b1100101) + '\143' + chr(3038 - 2927) + chr(0b10100 + 0o120) + '\x65')(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b101100 + 0o14)))()
xafqLlk3kkUe(KNx0Ujaz9UM0(ROE6qaoRat69, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\x07[\xfc\xa1\xf5\x95\t\x054]\x9f\x11\xa0\xbc\xfc>\x01+'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(5192 - 5092) + chr(0b1100101))(chr(12221 - 12104) + '\164' + chr(0b1100001 + 0o5) + chr(45) + '\x38'))(KA4tWYdY5Kgb, RA1aT65ImOMG)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/tensorflow_to_barracuda.py
|
flatten
|
def flatten(items,enter=lambda x:isinstance(x, list)):
# http://stackoverflow.com/a/40857703
# https://github.com/ctmakro/canton/blob/master/canton/misc.py
"""Yield items from any nested iterable; see REF."""
for x in items:
if enter(x):
yield from flatten(x)
else:
yield x
|
python
|
def flatten(items,enter=lambda x:isinstance(x, list)):
# http://stackoverflow.com/a/40857703
# https://github.com/ctmakro/canton/blob/master/canton/misc.py
"""Yield items from any nested iterable; see REF."""
for x in items:
if enter(x):
yield from flatten(x)
else:
yield x
|
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"(",
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")",
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] |
Yield items from any nested iterable; see REF.
|
[
"Yield",
"items",
"from",
"any",
"nested",
"iterable",
";",
"see",
"REF",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/tensorflow_to_barracuda.py#L496-L504
|
train
|
Yields items from any nested iterable ; see REF.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1031 - 983) + '\157' + chr(0b110011) + chr(51) + '\x37', 40227 - 40219), ehT0Px3KOsy9('\060' + chr(8290 - 8179) + '\x37' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + chr(0b101011 + 0o6) + chr(1868 - 1820) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(7795 - 7684) + chr(0b110010) + chr(49) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b100111 + 0o14) + chr(0b1001 + 0o56) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x36' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1307 - 1258) + chr(52) + chr(1316 - 1265), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10011 + 0o36) + '\065' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1 + 0o66) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(7664 - 7553) + chr(50) + chr(0b110010) + '\x30', 62434 - 62426), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10000 + 0o42) + '\061' + chr(0b110010 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(10730 - 10619) + chr(0b110001) + chr(48) + chr(50), 9500 - 9492), ehT0Px3KOsy9(chr(0b110000) + chr(8556 - 8445) + '\062' + chr(2582 - 2527) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1260 - 1212) + chr(0b100001 + 0o116) + chr(1177 - 1123) + '\066', 49227 - 49219), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + chr(1431 - 1382) + '\x32' + '\066', 16459 - 16451), ehT0Px3KOsy9(chr(48) + '\157' + '\066' + '\063', 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\062' + '\065' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(156 - 107) + chr(0b10011 + 0o36), 0o10), ehT0Px3KOsy9(chr(1222 - 1174) + chr(111) + chr(0b110 + 0o54) + '\x31' + chr(468 - 420), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(10522 - 10411) + chr(0b1 + 0o60) + chr(0b110000) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + '\063' + chr(0b101110 + 0o5) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1683 - 1635) + chr(1697 - 1586) + '\062' + chr(0b111 + 0o55) + '\x33', 31184 - 31176), ehT0Px3KOsy9('\x30' + chr(0b100111 + 0o110) + chr(51) + chr(1643 - 1589) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(931 - 883) + chr(5985 - 5874) + '\x33' + chr(0b110011) + '\x35', 4338 - 4330), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\064' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(2051 - 2000) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1335 - 1287) + chr(0b1101111) + chr(0b11100 + 0o26) + chr(0b110011) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110 + 0o57) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(9520 - 9409) + '\x31' + chr(52) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6307 - 6196) + chr(0b110011) + '\064' + chr(555 - 501), 31769 - 31761), ehT0Px3KOsy9('\060' + chr(111) + chr(2153 - 2103) + chr(0b110000) + chr(0b110000), 7126 - 7118), ehT0Px3KOsy9('\060' + chr(111) + chr(1868 - 1817) + chr(1055 - 1002) + chr(0b1110 + 0o42), 48188 - 48180), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10000 + 0o41) + '\066' + chr(0b110111), 54784 - 54776), ehT0Px3KOsy9(chr(291 - 243) + chr(0b1101 + 0o142) + '\061' + chr(0b110001) + chr(0b1011 + 0o45), 0o10), ehT0Px3KOsy9('\x30' + chr(9888 - 9777) + chr(1398 - 1348) + chr(0b1101 + 0o52) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(8080 - 7969) + '\x32' + chr(1631 - 1581) + chr(1222 - 1174), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\061' + chr(0b1101 + 0o43), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(54) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\062' + '\063', 32924 - 32916)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + '\x35' + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1'), '\144' + '\x65' + chr(0b1000000 + 0o43) + chr(0b111010 + 0o65) + chr(0b1011 + 0o131) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def dbBtynT6oMgz(NzveIZ3IlSH9, e00lVYzWkTj3=lambda OeWW0F1dBPRQ: PlSM16l2KDPD(OeWW0F1dBPRQ, YyaZ4tpXu4lf)):
for OeWW0F1dBPRQ in NzveIZ3IlSH9:
if e00lVYzWkTj3(OeWW0F1dBPRQ):
yield from dbBtynT6oMgz(OeWW0F1dBPRQ)
else:
yield OeWW0F1dBPRQ
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/tensorflow_to_barracuda.py
|
replace_strings_in_list
|
def replace_strings_in_list(array_of_strigs, replace_with_strings):
"A value in replace_with_strings can be either single string or list of strings"
potentially_nested_list = [replace_with_strings.get(s) or s for s in array_of_strigs]
return list(flatten(potentially_nested_list))
|
python
|
def replace_strings_in_list(array_of_strigs, replace_with_strings):
"A value in replace_with_strings can be either single string or list of strings"
potentially_nested_list = [replace_with_strings.get(s) or s for s in array_of_strigs]
return list(flatten(potentially_nested_list))
|
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] |
A value in replace_with_strings can be either single string or list of strings
|
[
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"can",
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"either",
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"or",
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/tensorflow_to_barracuda.py#L506-L509
|
train
|
A value in replace_with_strings can be either single string or list of strings
|
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' + '\x37' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(154 - 103) + '\063' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\063', 35158 - 35150), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(2425 - 2370) + chr(2027 - 1979), 54263 - 54255), ehT0Px3KOsy9('\060' + '\157' + chr(461 - 411) + chr(938 - 886) + chr(0b11000 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110010) + chr(464 - 416), 62846 - 62838), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1110 + 0o141) + chr(0b1101 + 0o45) + '\x37' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3572 - 3461) + chr(49) + chr(2285 - 2230) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1745 - 1695) + '\x30' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(0b110011) + '\063' + chr(0b110011 + 0o0), 50726 - 50718), ehT0Px3KOsy9('\060' + chr(7515 - 7404) + chr(2046 - 1997) + chr(51) + '\x32', 65014 - 65006), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\067' + chr(1544 - 1490), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1734 - 1684) + chr(0b1111 + 0o41) + chr(2986 - 2931), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\x33' + chr(54) + chr(0b100101 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(357 - 309) + chr(111) + chr(592 - 539) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + chr(50) + chr(49) + chr(0b101010 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + '\062' + chr(0b10 + 0o63) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + '\x33' + chr(49) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b1000 + 0o56), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(50) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(54) + chr(54), 57440 - 57432), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(49) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(8251 - 8140) + chr(0b110001) + '\x35' + '\x34', 63619 - 63611), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + chr(0b110010) + '\060' + chr(961 - 910), 0b1000), ehT0Px3KOsy9(chr(726 - 678) + chr(111) + chr(50) + chr(0b101010 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(1335 - 1285) + chr(49) + chr(51), 8527 - 8519), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b11011 + 0o27) + '\x30' + chr(0b10101 + 0o37), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\066' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(929 - 818) + chr(0b101011 + 0o10) + chr(50) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110011) + chr(416 - 366), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100011 + 0o20) + chr(2178 - 2128) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(670 - 620) + '\x31' + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(6093 - 5982) + chr(1441 - 1390) + '\060' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(976 - 923) + chr(0b101010 + 0o14), 0o10), ehT0Px3KOsy9(chr(545 - 497) + chr(0b1101111) + '\061' + chr(0b110100) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7112 - 7001) + chr(0b10000 + 0o46) + '\067', 50053 - 50045), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1011 + 0o47) + chr(0b101110 + 0o6) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1 + 0o60) + '\066' + chr(2648 - 2594), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b111 + 0o55) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\063' + '\066', 64181 - 64173)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(915 - 804) + chr(2353 - 2300) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x14'), chr(0b1100100) + '\145' + chr(3281 - 3182) + '\157' + chr(0b1100100) + chr(8909 - 8808))('\165' + '\x74' + '\x66' + chr(45) + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ao4MFWzP7xZH(JN7bN84MmefW, BsFv1Mhr_4KO):
RMxWLXEH8aij = [BsFv1Mhr_4KO.get(vGrByMSYMp9h) or vGrByMSYMp9h for vGrByMSYMp9h in JN7bN84MmefW]
return YyaZ4tpXu4lf(dbBtynT6oMgz(RMxWLXEH8aij))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/tensorflow_to_barracuda.py
|
remove_duplicates_from_list
|
def remove_duplicates_from_list(array):
"Preserves the order of elements in the list"
output = []
unique = set()
for a in array:
if a not in unique:
unique.add(a)
output.append(a)
return output
|
python
|
def remove_duplicates_from_list(array):
"Preserves the order of elements in the list"
output = []
unique = set()
for a in array:
if a not in unique:
unique.add(a)
output.append(a)
return output
|
[
"def",
"remove_duplicates_from_list",
"(",
"array",
")",
":",
"output",
"=",
"[",
"]",
"unique",
"=",
"set",
"(",
")",
"for",
"a",
"in",
"array",
":",
"if",
"a",
"not",
"in",
"unique",
":",
"unique",
".",
"add",
"(",
"a",
")",
"output",
".",
"append",
"(",
"a",
")",
"return",
"output"
] |
Preserves the order of elements in the list
|
[
"Preserves",
"the",
"order",
"of",
"elements",
"in",
"the",
"list"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/tensorflow_to_barracuda.py#L511-L519
|
train
|
Preserves the order of elements in the 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(0b11101 + 0o23) + '\x6f' + chr(0b110001) + '\x33' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\061' + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(7054 - 6943) + chr(425 - 374) + chr(0b110111) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x35' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(4219 - 4108) + chr(0b110001) + chr(1140 - 1087) + chr(0b10011 + 0o35), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(90 - 36) + chr(94 - 41), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(51) + '\067' + chr(0b10111 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + '\x34' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b10100 + 0o34) + chr(0b110001), 22776 - 22768), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b1111 + 0o46) + '\x33', 11491 - 11483), ehT0Px3KOsy9(chr(48) + '\157' + chr(1991 - 1942), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + '\063' + '\x35' + '\x35', 0o10), ehT0Px3KOsy9(chr(1087 - 1039) + '\157' + '\x31' + chr(0b110000) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(669 - 621) + chr(0b0 + 0o157) + chr(49) + '\066' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b110011) + chr(0b110100) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110111) + chr(50), 41045 - 41037), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1110 + 0o43) + chr(0b110110) + chr(0b110011 + 0o0), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110011) + chr(762 - 709), 0b1000), ehT0Px3KOsy9(chr(1162 - 1114) + chr(0b1010111 + 0o30) + '\061' + '\x37' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\066' + '\x37', 0o10), ehT0Px3KOsy9(chr(344 - 296) + chr(0b1101111) + chr(0b110 + 0o53) + '\064' + '\061', 35137 - 35129), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(1246 - 1196) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b10001 + 0o44) + chr(158 - 107), 16528 - 16520), ehT0Px3KOsy9('\060' + '\x6f' + chr(53), 38471 - 38463), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(784 - 735) + chr(0b1011 + 0o50) + '\064', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(0b110001) + '\063' + chr(0b1110 + 0o44), 0b1000), ehT0Px3KOsy9('\x30' + chr(3041 - 2930) + chr(1389 - 1338), 50760 - 50752), ehT0Px3KOsy9(chr(2303 - 2255) + chr(0b10010 + 0o135) + chr(0b110011) + chr(0b100010 + 0o24), 0b1000), ehT0Px3KOsy9('\060' + chr(6074 - 5963) + '\x33' + chr(0b110110) + chr(1077 - 1029), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(1702 - 1652) + chr(536 - 481) + chr(0b110110), 41190 - 41182), ehT0Px3KOsy9(chr(1749 - 1701) + chr(0b1100010 + 0o15) + chr(0b110010) + chr(49) + chr(0b111 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b110001) + '\x31' + '\061', 0b1000), ehT0Px3KOsy9(chr(1669 - 1621) + chr(0b1101111) + chr(0b110010) + chr(2311 - 2258) + '\063', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(48), 15475 - 15467), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o36) + '\064' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b110111) + chr(0b11100 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(1862 - 1814) + chr(111) + '\063' + chr(0b110110) + chr(1298 - 1244), 0o10), ehT0Px3KOsy9(chr(48) + chr(1874 - 1763) + '\061' + chr(493 - 438) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b110000) + chr(1335 - 1285), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'r'), '\x64' + chr(4034 - 3933) + chr(0b1100011) + chr(111) + chr(9344 - 9244) + '\x65')(chr(0b1011001 + 0o34) + '\164' + '\146' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def TdKT8Zly6nLm(B0ePDhpqxN5n):
e1jVqMSBZ01Y = []
DKU3ciDQphrT = MVEN8G6CxlvR()
for XPh1qbAgrPgG in B0ePDhpqxN5n:
if XPh1qbAgrPgG not in DKU3ciDQphrT:
xafqLlk3kkUe(DKU3ciDQphrT, xafqLlk3kkUe(SXOLrMavuUCe(b'=.\x9f'), chr(100) + chr(0b10011 + 0o122) + chr(8547 - 8448) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(4359 - 4242) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(2390 - 2334)))(XPh1qbAgrPgG)
xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'=:\x8b\x0f\x06i'), chr(2308 - 2208) + '\145' + chr(0b10 + 0o141) + chr(8474 - 8363) + '\x64' + chr(0b1100101))(chr(3390 - 3273) + chr(0b1110100) + '\x66' + chr(461 - 416) + chr(0b0 + 0o70)))(XPh1qbAgrPgG)
return e1jVqMSBZ01Y
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/tensorflow_to_barracuda.py
|
pool_to_HW
|
def pool_to_HW(shape, data_frmt):
""" Convert from NHWC|NCHW => HW
"""
if len(shape) != 4:
return shape # Not NHWC|NCHW, return as is
if data_frmt == 'NCHW':
return [shape[2], shape[3]]
return [shape[1], shape[2]]
|
python
|
def pool_to_HW(shape, data_frmt):
""" Convert from NHWC|NCHW => HW
"""
if len(shape) != 4:
return shape # Not NHWC|NCHW, return as is
if data_frmt == 'NCHW':
return [shape[2], shape[3]]
return [shape[1], shape[2]]
|
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"!=",
"4",
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"return",
"shape",
"# Not NHWC|NCHW, return as is",
"if",
"data_frmt",
"==",
"'NCHW'",
":",
"return",
"[",
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"[",
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"]",
",",
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"]",
"]",
"return",
"[",
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"[",
"1",
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"]"
] |
Convert from NHWC|NCHW => HW
|
[
"Convert",
"from",
"NHWC|NCHW",
"=",
">",
"HW"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/tensorflow_to_barracuda.py#L523-L530
|
train
|
Convert from NHWC|NCHW to HW
|
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(1260 - 1210) + '\062' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(1562 - 1512) + chr(1440 - 1388), 23847 - 23839), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110001) + chr(0b110100), 50503 - 50495), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + chr(0b110001 + 0o2) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + '\x33' + '\x36', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100010 + 0o20) + chr(0b110010) + chr(1613 - 1560), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b100011 + 0o22) + chr(940 - 892), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b100010 + 0o20) + '\x37' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(515 - 465) + chr(0b110011), 25349 - 25341), ehT0Px3KOsy9(chr(380 - 332) + chr(0b1101111) + chr(0b1010 + 0o50) + '\062' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b110111) + '\x37', 0b1000), ehT0Px3KOsy9(chr(79 - 31) + chr(0b1101111) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\063' + '\x36' + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o51) + chr(0b101 + 0o61) + '\x35', 4797 - 4789), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x36' + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(642 - 531) + '\063' + chr(0b101010 + 0o15) + chr(1240 - 1190), 0o10), ehT0Px3KOsy9(chr(1719 - 1671) + chr(6225 - 6114) + '\x32' + chr(0b1000 + 0o57) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(963 - 911) + '\063', 14109 - 14101), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\061' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(1375 - 1324) + chr(1961 - 1909) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b110001) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + chr(0b101100 + 0o6) + '\x33' + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(1686 - 1632) + chr(0b1110 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b10100 + 0o133) + chr(0b110001 + 0o0) + chr(0b110011) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(0b10 + 0o60) + '\060' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(1281 - 1170) + chr(1095 - 1044) + chr(2275 - 2220) + chr(1743 - 1695), 0b1000), ehT0Px3KOsy9('\060' + chr(3414 - 3303) + '\x33' + chr(441 - 390) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\066' + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b100101 + 0o21) + '\067', 0o10), ehT0Px3KOsy9(chr(527 - 479) + '\x6f' + '\x31' + '\063' + chr(0b101 + 0o62), 10218 - 10210), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + '\x33' + chr(55) + chr(0b110101 + 0o1), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9086 - 8975) + '\061' + chr(51) + chr(0b101110 + 0o10), ord("\x08")), ehT0Px3KOsy9('\060' + chr(667 - 556) + '\061' + chr(0b110000) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(322 - 267) + chr(0b110001), 19398 - 19390), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1000001 + 0o56) + chr(54) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110101) + chr(2318 - 2264), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + '\x33' + '\061' + chr(53), 0o10), ehT0Px3KOsy9(chr(130 - 82) + chr(111) + chr(51) + '\060' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(1163 - 1114) + chr(49) + '\x30', 49456 - 49448)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + chr(0b100001 + 0o24) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd'), '\144' + chr(0b101010 + 0o73) + chr(0b101110 + 0o65) + chr(0b100 + 0o153) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(9446 - 9330) + chr(102) + '\055' + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ETgNKbLrbaJF(nauYfLglTpcb, vUNJGUkKO3U2):
if c2A0yzQpDQB3(nauYfLglTpcb) != ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(1839 - 1787), ord("\x08")):
return nauYfLglTpcb
if vUNJGUkKO3U2 == xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\x97\xc4I'), '\x64' + chr(0b1100101) + chr(9570 - 9471) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(8054 - 7937) + '\x74' + chr(0b110011 + 0o63) + '\x2d' + chr(950 - 894)):
return [nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + '\062', ord("\x08"))], nauYfLglTpcb[ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(5381 - 5270) + chr(0b110011), 8)]]
return [nauYfLglTpcb[ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), 3711 - 3703)], nauYfLglTpcb[ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(4553 - 4442) + '\062', 8)]]
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/tensorflow_to_barracuda.py
|
convert
|
def convert(source_file, target_file, trim_unused_by_output="", verbose=False, compress_f16=False):
"""
Converts a TensorFlow model into a Barracuda model.
:param source_file: The TensorFlow Model
:param target_file: The name of the file the converted model will be saved to
:param trim_unused_by_output: The regexp to match output nodes to remain in the model. All other uconnected nodes will be removed.
:param verbose: If True, will display debug messages
:param compress_f16: If true, the float values will be converted to f16
:return:
"""
if (type(verbose)==bool):
args = Struct()
args.verbose = verbose
args.print_layers = verbose
args.print_source_json = verbose
args.print_barracuda_json = verbose
args.print_layer_links = verbose
args.print_patterns = verbose
args.print_tensors = verbose
else:
args = verbose
# Load Tensorflow model
print("Converting %s to %s" % (source_file, target_file))
f = open(source_file, 'rb')
i_model = tf.GraphDef()
i_model.ParseFromString(f.read())
if args.verbose:
print('OP_TYPES:', {layer.op for layer in i_model.node})
if args.print_source_json or args.verbose:
for layer in i_model.node:
if not layer.op == 'Const':
print('MODEL:', MessageToJson(layer) + ",")
# Convert
o_model = barracuda.Model()
o_model.layers, o_input_shapes, o_model.tensors, o_model.memories = \
process_model(i_model, args)
# Cleanup unconnected Identities (they might linger after processing complex node patterns like LSTM)
def cleanup_layers(layers):
all_layers = {l.name for l in layers}
all_inputs = {i for l in layers for i in l.inputs}
def is_unconnected_identity(layer):
if layer.class_name == 'Activation' and layer.activation == 0: # Identity
assert(len(layer.inputs) == 1)
if layer.inputs[0] not in all_layers and layer.name not in all_inputs:
return True;
return False;
return [l for l in layers if not is_unconnected_identity(l)]
o_model.layers = cleanup_layers(o_model.layers)
all_inputs = {i for l in o_model.layers for i in l.inputs}
embedded_tensors = {t.name for l in o_model.layers for t in l.tensors}
# Find global tensors
def dims_to_barracuda_shape(dims):
shape = list(dims)
while len(shape) < 4:
shape = [1] + shape
return shape
o_model.globals = [t for t in o_model.tensors if t not in all_inputs and t not in embedded_tensors]
#for x in global_tensors:
# shape = dims_to_barracuda_shape(get_tensor_dims(o_model.tensors[x]))
# o_globals += [Struct(
# name = x,
# shape = shape,
# data = np.reshape(get_tensor_data(o_model.tensors[x]), shape).astype(np.float32))]
# Trim
if trim_unused_by_output:
o_model.layers = barracuda.trim(o_model.layers, trim_unused_by_output, args.verbose)
# Create load layers for constants
const_tensors = [i for i in all_inputs if i in o_model.tensors]
const_tensors += o_model.globals
for x in const_tensors:
shape = dims_to_barracuda_shape(get_tensor_dims(o_model.tensors[x]))
o_l = Struct(
type = 255, # Load
class_name = "Const",
name = x,
pads = [0,0,0,0],
strides = [],
pool_size = [],
axis = -1,
alpha = 1,
beta = 0,
activation = 0,
inputs = [],
tensors = [Struct(
name = x,
shape = shape,
data = np.reshape(get_tensor_data(o_model.tensors[x]), shape).astype(np.float32))]
)
o_model.layers.insert(0, o_l)
# Find model inputs & outputs
all_layers = {l.name for l in o_model.layers}
# global inputs => are inputs that are NOT connected to any layer in the network
# global outputs => are outputs that are NOT feeding any layer in the network OR are coming from Identity layers
o_model.inputs = {i:o_input_shapes[i] for l in o_model.layers for i in l.inputs if i not in all_layers and i not in o_model.memories}
def is_output_layer(layer):
if layer.class_name == 'Const': # Constants never count as global output even when unconnected
return False;
if layer.name not in all_inputs: # this layer is not inputing to any other layer
return True
if layer.class_name == 'Activation' and layer.activation == 0: # Identity marks global output
return True
return False
o_model.outputs = [l.name for l in o_model.layers if is_output_layer(l)]
# Compress
if compress_f16:
o_model = barracuda.compress(o_model)
# Sort model so that layer inputs are always ready upfront
o_model.layers = barracuda.sort(o_model.layers, o_model.inputs, o_model.memories, args.verbose)
# Summary
barracuda.summary(o_model,
print_layer_links = args.print_layer_links or args.verbose,
print_barracuda_json = args.print_barracuda_json or args.verbose,
print_tensors = args.print_tensors or args.verbose)
# Write to file
barracuda.write(o_model, target_file)
print('DONE: wrote', target_file, 'file.')
|
python
|
def convert(source_file, target_file, trim_unused_by_output="", verbose=False, compress_f16=False):
"""
Converts a TensorFlow model into a Barracuda model.
:param source_file: The TensorFlow Model
:param target_file: The name of the file the converted model will be saved to
:param trim_unused_by_output: The regexp to match output nodes to remain in the model. All other uconnected nodes will be removed.
:param verbose: If True, will display debug messages
:param compress_f16: If true, the float values will be converted to f16
:return:
"""
if (type(verbose)==bool):
args = Struct()
args.verbose = verbose
args.print_layers = verbose
args.print_source_json = verbose
args.print_barracuda_json = verbose
args.print_layer_links = verbose
args.print_patterns = verbose
args.print_tensors = verbose
else:
args = verbose
# Load Tensorflow model
print("Converting %s to %s" % (source_file, target_file))
f = open(source_file, 'rb')
i_model = tf.GraphDef()
i_model.ParseFromString(f.read())
if args.verbose:
print('OP_TYPES:', {layer.op for layer in i_model.node})
if args.print_source_json or args.verbose:
for layer in i_model.node:
if not layer.op == 'Const':
print('MODEL:', MessageToJson(layer) + ",")
# Convert
o_model = barracuda.Model()
o_model.layers, o_input_shapes, o_model.tensors, o_model.memories = \
process_model(i_model, args)
# Cleanup unconnected Identities (they might linger after processing complex node patterns like LSTM)
def cleanup_layers(layers):
all_layers = {l.name for l in layers}
all_inputs = {i for l in layers for i in l.inputs}
def is_unconnected_identity(layer):
if layer.class_name == 'Activation' and layer.activation == 0: # Identity
assert(len(layer.inputs) == 1)
if layer.inputs[0] not in all_layers and layer.name not in all_inputs:
return True;
return False;
return [l for l in layers if not is_unconnected_identity(l)]
o_model.layers = cleanup_layers(o_model.layers)
all_inputs = {i for l in o_model.layers for i in l.inputs}
embedded_tensors = {t.name for l in o_model.layers for t in l.tensors}
# Find global tensors
def dims_to_barracuda_shape(dims):
shape = list(dims)
while len(shape) < 4:
shape = [1] + shape
return shape
o_model.globals = [t for t in o_model.tensors if t not in all_inputs and t not in embedded_tensors]
#for x in global_tensors:
# shape = dims_to_barracuda_shape(get_tensor_dims(o_model.tensors[x]))
# o_globals += [Struct(
# name = x,
# shape = shape,
# data = np.reshape(get_tensor_data(o_model.tensors[x]), shape).astype(np.float32))]
# Trim
if trim_unused_by_output:
o_model.layers = barracuda.trim(o_model.layers, trim_unused_by_output, args.verbose)
# Create load layers for constants
const_tensors = [i for i in all_inputs if i in o_model.tensors]
const_tensors += o_model.globals
for x in const_tensors:
shape = dims_to_barracuda_shape(get_tensor_dims(o_model.tensors[x]))
o_l = Struct(
type = 255, # Load
class_name = "Const",
name = x,
pads = [0,0,0,0],
strides = [],
pool_size = [],
axis = -1,
alpha = 1,
beta = 0,
activation = 0,
inputs = [],
tensors = [Struct(
name = x,
shape = shape,
data = np.reshape(get_tensor_data(o_model.tensors[x]), shape).astype(np.float32))]
)
o_model.layers.insert(0, o_l)
# Find model inputs & outputs
all_layers = {l.name for l in o_model.layers}
# global inputs => are inputs that are NOT connected to any layer in the network
# global outputs => are outputs that are NOT feeding any layer in the network OR are coming from Identity layers
o_model.inputs = {i:o_input_shapes[i] for l in o_model.layers for i in l.inputs if i not in all_layers and i not in o_model.memories}
def is_output_layer(layer):
if layer.class_name == 'Const': # Constants never count as global output even when unconnected
return False;
if layer.name not in all_inputs: # this layer is not inputing to any other layer
return True
if layer.class_name == 'Activation' and layer.activation == 0: # Identity marks global output
return True
return False
o_model.outputs = [l.name for l in o_model.layers if is_output_layer(l)]
# Compress
if compress_f16:
o_model = barracuda.compress(o_model)
# Sort model so that layer inputs are always ready upfront
o_model.layers = barracuda.sort(o_model.layers, o_model.inputs, o_model.memories, args.verbose)
# Summary
barracuda.summary(o_model,
print_layer_links = args.print_layer_links or args.verbose,
print_barracuda_json = args.print_barracuda_json or args.verbose,
print_tensors = args.print_tensors or args.verbose)
# Write to file
barracuda.write(o_model, target_file)
print('DONE: wrote', target_file, 'file.')
|
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Converts a TensorFlow model into a Barracuda model.
:param source_file: The TensorFlow Model
:param target_file: The name of the file the converted model will be saved to
:param trim_unused_by_output: The regexp to match output nodes to remain in the model. All other uconnected nodes will be removed.
:param verbose: If True, will display debug messages
:param compress_f16: If true, the float values will be converted to f16
:return:
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/tensorflow_to_barracuda.py#L901-L1034
|
train
|
Converts a TensorFlow model into a Barracuda model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1000011 + 0o54) + '\063' + '\060' + chr(585 - 537), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + '\063' + '\061' + '\066', 0b1000), ehT0Px3KOsy9(chr(1527 - 1479) + chr(0b1101111) + '\x33' + chr(55) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(0b110001) + '\062' + chr(0b11010 + 0o30), 34494 - 34486), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(50) + chr(0b110000 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(290 - 242) + '\157' + '\061' + chr(52) + chr(0b100111 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + '\x31' + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1919 - 1808) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(2470 - 2359) + '\061' + chr(0b110100) + '\065', 0b1000), ehT0Px3KOsy9(chr(763 - 715) + chr(0b1101011 + 0o4) + chr(0b110000 + 0o5) + chr(0b110110), 63897 - 63889), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(49) + '\x32' + '\064', 30043 - 30035), ehT0Px3KOsy9(chr(2147 - 2099) + chr(111) + '\x31' + chr(0b110111) + chr(2633 - 2579), 56915 - 56907), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110100) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o36) + chr(53) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11010 + 0o27) + '\x31', 0b1000), ehT0Px3KOsy9(chr(2096 - 2048) + '\x6f' + chr(0b101100 + 0o6) + chr(0b100111 + 0o11), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8023 - 7912) + chr(53) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + '\061' + chr(0b110010), 39784 - 39776), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + '\063' + chr(53) + chr(1711 - 1663), 0o10), ehT0Px3KOsy9(chr(2153 - 2105) + chr(0b1001101 + 0o42) + '\063' + chr(95 - 43) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b111110 + 0o61) + chr(2219 - 2170) + chr(53) + chr(0b100 + 0o62), 41791 - 41783), ehT0Px3KOsy9('\060' + chr(111) + chr(837 - 787) + '\063' + chr(0b100011 + 0o16), 0o10), ehT0Px3KOsy9(chr(1439 - 1391) + chr(2338 - 2227) + chr(0b100101 + 0o15) + chr(0b110011) + '\061', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(864 - 815) + chr(1881 - 1830), 53189 - 53181), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b11110 + 0o121) + chr(2105 - 2054) + chr(49) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6283 - 6172) + chr(1570 - 1519) + '\067' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + chr(0b10110 + 0o33) + chr(0b100101 + 0o21) + chr(0b110001), 41012 - 41004), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(0b110001) + chr(937 - 884) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b11 + 0o57) + chr(0b110010) + chr(371 - 317), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\x33' + '\061' + chr(1559 - 1506), 64039 - 64031), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b110111) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + '\064' + chr(483 - 431), 32084 - 32076), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b111 + 0o53) + chr(0b110110) + chr(0b1 + 0o62), 39082 - 39074), ehT0Px3KOsy9(chr(48) + '\157' + chr(1289 - 1238) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(1942 - 1892) + '\x33' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110011) + '\x37' + chr(0b110011), 55852 - 55844), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10001 + 0o41) + '\x32' + '\x37', 10435 - 10427), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1000100 + 0o53) + chr(1450 - 1401), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xee'), chr(0b1010000 + 0o24) + chr(9288 - 9187) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b100000 + 0o105))(chr(117) + chr(0b1110100) + '\146' + chr(0b11010 + 0o23) + chr(2244 - 2188)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kliTF55UmDMz(IZz_PX7uPOiO, CRIagLW0mIXH, C4wnzvOK0K5z=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + '\x65' + '\143' + chr(9954 - 9843) + chr(0b1 + 0o143) + '\x65')(chr(0b100100 + 0o121) + chr(116) + chr(0b1100110) + '\055' + chr(3102 - 3046)), j5jgrsOGZdZ4=ehT0Px3KOsy9(chr(0b110000) + chr(11454 - 11343) + chr(48), ord("\x08")), XM4LCXYkK7yi=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(48), 8)):
if PlSM16l2KDPD(j5jgrsOGZdZ4, WbBjf8Y7v9VN):
kJDRfRhcZHjS = RmVPtY20vcJb()
kJDRfRhcZHjS.j5jgrsOGZdZ4 = j5jgrsOGZdZ4
kJDRfRhcZHjS.wHXOKbG5cyHT = j5jgrsOGZdZ4
kJDRfRhcZHjS.pV9_BPn4jfte = j5jgrsOGZdZ4
kJDRfRhcZHjS.czUb6UUnracu = j5jgrsOGZdZ4
kJDRfRhcZHjS.ypmAtsEcuUev = j5jgrsOGZdZ4
kJDRfRhcZHjS.Dgl1P7tsdMPK = j5jgrsOGZdZ4
kJDRfRhcZHjS.p6xMN6g0GOJ4 = j5jgrsOGZdZ4
else:
kJDRfRhcZHjS = j5jgrsOGZdZ4
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xa1\x92$\xb7\x122j\x0bIt[\x15\xcb}\x7f\x0c/\x7f'), chr(100) + chr(5337 - 5236) + chr(0b1100011) + chr(1110 - 999) + '\x64' + '\x65')(chr(0b1000101 + 0o60) + chr(4700 - 4584) + chr(0b11110 + 0o110) + chr(0b1101 + 0o40) + chr(0b1001 + 0o57)) % (IZz_PX7uPOiO, CRIagLW0mIXH))
EGyt1xfPT1P6 = _fwkIVCGgtAN(IZz_PX7uPOiO, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\xac'), chr(100) + chr(1867 - 1766) + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b1000110 + 0o40) + '\x2d' + chr(0b11110 + 0o32)))
CA6uvjbYD0bW = IDJ2eXGCBCDu.GraphDef()
xafqLlk3kkUe(CA6uvjbYD0bW, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xaf\x8e!\xb7&4l\x08} \x0c\x0f\x85n'), '\x64' + chr(0b1100101 + 0o0) + chr(0b1001110 + 0o25) + '\157' + chr(0b1100100) + chr(0b11000 + 0o115))(chr(0b1000001 + 0o64) + '\x74' + '\x66' + chr(45) + '\x38'))(xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b"\x95\xf8\xb1;\x85\x12.v&Gf'"), chr(100) + chr(1424 - 1323) + chr(1991 - 1892) + chr(2613 - 2502) + chr(0b10000 + 0o124) + chr(3462 - 3361))(chr(0b11011 + 0o132) + chr(0b1110011 + 0o1) + '\146' + chr(1369 - 1324) + chr(0b11101 + 0o33)))())
if xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xfb\x965\xa0\x13\tD?J\x0eJ'), chr(0b11110 + 0o106) + chr(101) + '\x63' + chr(111) + chr(100) + chr(8171 - 8070))('\x75' + '\164' + chr(0b1100110) + '\x2d' + chr(0b110100 + 0o4))):
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x9e\xa3\x06\x8b0\x03P_'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + '\144' + chr(101))(chr(4873 - 4756) + '\x74' + chr(10148 - 10046) + '\055' + chr(56)), {xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xf6\x98\x13\xa0V\x13i\x14\x1c\x00\x10'), '\x64' + '\145' + chr(99) + chr(0b10001 + 0o136) + chr(0b1100100) + '\145')(chr(6084 - 5967) + chr(0b1110100) + '\146' + '\x2d' + chr(0b111 + 0o61))) for wgamNHppspXj in xafqLlk3kkUe(CA6uvjbYD0bW, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xa1\x987'), chr(2544 - 2444) + '\x65' + chr(2939 - 2840) + chr(0b111111 + 0o60) + chr(100) + chr(101))('\x75' + '\x74' + '\x66' + chr(0b101101) + chr(2524 - 2468)))})
if xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\x98\xc5\r\x900(7\x0fH \x1b'), '\144' + chr(101) + chr(0b1000011 + 0o40) + '\157' + chr(100) + '\145')('\165' + '\164' + '\146' + chr(45) + '\x38')) or xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xfb\x965\xa0\x13\tD?J\x0eJ'), '\144' + chr(0b11100 + 0o111) + chr(8195 - 8096) + '\157' + chr(100) + chr(6120 - 6019))(chr(0b1100110 + 0o17) + '\164' + '\146' + chr(0b101101) + chr(2978 - 2922))):
for wgamNHppspXj in xafqLlk3kkUe(CA6uvjbYD0bW, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xa1\x987'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(8969 - 8869) + chr(0b1100101))('\x75' + chr(0b111111 + 0o65) + chr(10304 - 10202) + '\x2d' + '\x38')):
if not xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xf6\x98\x13\xa0V\x13i\x14\x1c\x00\x10'), '\x64' + chr(6630 - 6529) + chr(0b10010 + 0o121) + chr(111) + chr(100) + chr(101))('\x75' + '\164' + chr(0b1100110) + '\x2d' + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xa1\x92!\xa6'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(100) + '\x65')('\x75' + chr(12861 - 12745) + '\x66' + '\x2d' + chr(56)):
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x81\xb8\x17\x9eZ'), '\144' + '\145' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))(chr(117) + chr(8194 - 8078) + chr(102) + chr(1100 - 1055) + chr(701 - 645)), tPsolUCbT8ch(wgamNHppspXj) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xec'), '\144' + chr(8883 - 8782) + '\x63' + chr(111) + chr(6749 - 6649) + '\x65')('\165' + chr(0b1110100) + chr(102) + '\x2d' + '\x38'))
A7_iExKkSkJj = gGUoPmGdg283.Model()
(A7_iExKkSkJj.sGi5Aql23May, lqdOdmua7rzX, A7_iExKkSkJj.Tyy4rche81dW, A7_iExKkSkJj.TIomD9KL0hBZ) = nki8rQeTqmq5(CA6uvjbYD0bW, kJDRfRhcZHjS)
def QpHUisbKHxuG(sGi5Aql23May):
SzAgihaYt2o7 = {aLoH_Mt0dzwO.AIvJRzLdDfgF for aLoH_Mt0dzwO in sGi5Aql23May}
GHTv4IaLlINX = {WVxHKyX45z_L for aLoH_Mt0dzwO in sGi5Aql23May for WVxHKyX45z_L in aLoH_Mt0dzwO.inputs}
def lCFSosJpg74r(wgamNHppspXj):
if xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xa2\x9d!\xa1?(b\x08K'), chr(244 - 144) + '\x65' + chr(1622 - 1523) + chr(0b1101111) + chr(5682 - 5582) + chr(3201 - 3100))(chr(117) + chr(8926 - 8810) + chr(0b1100001 + 0o5) + chr(719 - 674) + chr(571 - 515))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xad\x88;\xa4\x012j\n@'), chr(0b1010111 + 0o15) + chr(1976 - 1875) + '\x63' + '\157' + chr(0b10110 + 0o116) + chr(101))(chr(117) + '\164' + '\x66' + chr(0b101101) + '\070') and xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xad\x88;\xa4\x012j\n@'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(0b1100 + 0o131))(chr(117) + chr(2892 - 2776) + '\x66' + chr(0b111 + 0o46) + chr(0b100010 + 0o26))) == ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x30', 8):
assert c2A0yzQpDQB3(xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b"\xa9\xa0\x8c'\xa6\x13"), chr(0b1100100) + chr(101) + chr(99) + chr(0b1001000 + 0o47) + chr(0b1100100) + chr(9753 - 9652))('\x75' + chr(0b101110 + 0o106) + chr(102) + '\x2d' + '\070'))) == ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(49), 8)
if xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b"\xa9\xa0\x8c'\xa6\x13"), '\144' + chr(10079 - 9978) + '\143' + chr(3451 - 3340) + '\144' + chr(3955 - 3854))(chr(0b1110101) + '\164' + '\x66' + chr(251 - 206) + '\070'))[ehT0Px3KOsy9('\060' + '\157' + chr(0b11111 + 0o21), 8)] not in SzAgihaYt2o7 and xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\x87\x8a\x18\x80\x1a\ng!H38'), '\x64' + chr(0b1100101) + chr(5361 - 5262) + chr(0b1010111 + 0o30) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070')) not in GHTv4IaLlINX:
return ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101100 + 0o5), 8)
return ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\060', 8)
return [aLoH_Mt0dzwO for aLoH_Mt0dzwO in sGi5Aql23May if not lCFSosJpg74r(aLoH_Mt0dzwO)]
A7_iExKkSkJj.sGi5Aql23May = QpHUisbKHxuG(A7_iExKkSkJj.sGi5Aql23May)
GHTv4IaLlINX = {WVxHKyX45z_L for aLoH_Mt0dzwO in A7_iExKkSkJj.sGi5Aql23May for WVxHKyX45z_L in aLoH_Mt0dzwO.inputs}
YgME_j4Q4T_4 = {YeT3l7JgTbWR.AIvJRzLdDfgF for aLoH_Mt0dzwO in A7_iExKkSkJj.sGi5Aql23May for YeT3l7JgTbWR in aLoH_Mt0dzwO.Tyy4rche81dW}
def wOX8P5ioMka9(RbZ6GZw6Nz_V):
nauYfLglTpcb = YyaZ4tpXu4lf(RbZ6GZw6Nz_V)
while c2A0yzQpDQB3(nauYfLglTpcb) < ehT0Px3KOsy9(chr(1119 - 1071) + chr(0b1011010 + 0o25) + chr(219 - 167), 0b1000):
nauYfLglTpcb = [ehT0Px3KOsy9(chr(569 - 521) + '\x6f' + chr(0b110001), 8)] + nauYfLglTpcb
return nauYfLglTpcb
A7_iExKkSkJj.h0qciNl3EEEj = [YeT3l7JgTbWR for YeT3l7JgTbWR in A7_iExKkSkJj.Tyy4rche81dW if YeT3l7JgTbWR not in GHTv4IaLlINX and YeT3l7JgTbWR not in YgME_j4Q4T_4]
if C4wnzvOK0K5z:
A7_iExKkSkJj.sGi5Aql23May = gGUoPmGdg283.trim(A7_iExKkSkJj.sGi5Aql23May, C4wnzvOK0K5z, kJDRfRhcZHjS.j5jgrsOGZdZ4)
v_7KhRyoZTYD = [WVxHKyX45z_L for WVxHKyX45z_L in GHTv4IaLlINX if WVxHKyX45z_L in A7_iExKkSkJj.Tyy4rche81dW]
v_7KhRyoZTYD += A7_iExKkSkJj.h0qciNl3EEEj
for OeWW0F1dBPRQ in v_7KhRyoZTYD:
nauYfLglTpcb = wOX8P5ioMka9(k9_tq4HZtdO9(A7_iExKkSkJj.Tyy4rche81dW[OeWW0F1dBPRQ]))
xsTRtlqlieaZ = RmVPtY20vcJb(type=ehT0Px3KOsy9('\060' + chr(0b100110 + 0o111) + '\x33' + chr(55) + chr(55), ord("\x08")), class_name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xa1\x92!\xa6'), chr(355 - 255) + chr(101) + '\x63' + '\157' + chr(0b1010011 + 0o21) + chr(101))('\x75' + chr(8551 - 8435) + chr(102) + chr(0b101101) + '\x38'), name=OeWW0F1dBPRQ, pads=[ehT0Px3KOsy9(chr(584 - 536) + chr(0b100001 + 0o116) + chr(48), 8), ehT0Px3KOsy9('\060' + '\157' + '\060', 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b1111 + 0o41), 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(10326 - 10215) + '\060', 8)], strides=[], pool_size=[], axis=-ehT0Px3KOsy9('\x30' + chr(3381 - 3270) + chr(0b110001), 8), alpha=ehT0Px3KOsy9('\x30' + chr(8864 - 8753) + chr(2242 - 2193), 8), beta=ehT0Px3KOsy9(chr(2290 - 2242) + chr(0b1101111) + '\x30', 8), activation=ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(6662 - 6551) + '\x30', 8), inputs=[], tensors=[RmVPtY20vcJb(name=OeWW0F1dBPRQ, shape=nauYfLglTpcb, data=WqUC3KWvYVup.reshape(Czk_CV2vIGPq(A7_iExKkSkJj.tensors[OeWW0F1dBPRQ]), nauYfLglTpcb).astype(WqUC3KWvYVup.float32))])
xafqLlk3kkUe(A7_iExKkSkJj.layers, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xa0\x8f7\xa0\x14'), chr(8301 - 8201) + chr(0b1100101) + chr(7921 - 7822) + chr(111) + chr(0b1100100) + '\145')('\165' + chr(0b1000111 + 0o55) + chr(102) + '\055' + chr(56)))(ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(7264 - 7153) + chr(1840 - 1792), 8), xsTRtlqlieaZ)
SzAgihaYt2o7 = {aLoH_Mt0dzwO.AIvJRzLdDfgF for aLoH_Mt0dzwO in A7_iExKkSkJj.sGi5Aql23May}
A7_iExKkSkJj.vXoupepMtCXU = {WVxHKyX45z_L: lqdOdmua7rzX[WVxHKyX45z_L] for aLoH_Mt0dzwO in A7_iExKkSkJj.sGi5Aql23May for WVxHKyX45z_L in aLoH_Mt0dzwO.vXoupepMtCXU if WVxHKyX45z_L not in SzAgihaYt2o7 and WVxHKyX45z_L not in A7_iExKkSkJj.TIomD9KL0hBZ}
def gVP9hLLrkGBD(wgamNHppspXj):
if xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xa2\x9d!\xa1?(b\x08K'), chr(408 - 308) + chr(0b1100 + 0o131) + chr(99) + chr(0b101000 + 0o107) + chr(1915 - 1815) + chr(1486 - 1385))('\165' + chr(1604 - 1488) + chr(4371 - 4269) + chr(743 - 698) + '\070')) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xa1\x92!\xa6'), '\144' + chr(0b1100101) + chr(99) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(1705 - 1660) + '\070'):
return ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110000), 8)
if xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\x87\x8a\x18\x80\x1a\ng!H38'), chr(0b1100100) + chr(101) + chr(2554 - 2455) + chr(0b1100111 + 0o10) + '\x64' + '\145')('\165' + '\x74' + chr(0b1100011 + 0o3) + chr(0b101101) + chr(0b110011 + 0o5))) not in GHTv4IaLlINX:
return ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\061', 8)
if xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xa2\x9d!\xa1?(b\x08K'), chr(0b1000011 + 0o41) + chr(0b1100101) + '\143' + '\157' + '\144' + chr(622 - 521))(chr(117) + chr(3075 - 2959) + '\x66' + chr(0b101101) + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xad\x88;\xa4\x012j\n@'), '\144' + chr(9777 - 9676) + chr(6479 - 6380) + chr(111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b11001 + 0o115) + chr(0b10010 + 0o33) + '\070') and xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xad\x88;\xa4\x012j\n@'), chr(100) + '\x65' + chr(0b100000 + 0o103) + chr(7916 - 7805) + '\144' + '\x65')(chr(117) + chr(0b1110100) + chr(0b111000 + 0o56) + chr(45) + '\070')) == ehT0Px3KOsy9('\x30' + '\x6f' + '\x30', 8):
return ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31', 8)
return ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(48), 8)
A7_iExKkSkJj.Dx_DllZ8uCko = [aLoH_Mt0dzwO.AIvJRzLdDfgF for aLoH_Mt0dzwO in A7_iExKkSkJj.sGi5Aql23May if gVP9hLLrkGBD(aLoH_Mt0dzwO)]
if XM4LCXYkK7yi:
A7_iExKkSkJj = gGUoPmGdg283.compress(A7_iExKkSkJj)
A7_iExKkSkJj.sGi5Aql23May = gGUoPmGdg283.sort(A7_iExKkSkJj.sGi5Aql23May, A7_iExKkSkJj.vXoupepMtCXU, A7_iExKkSkJj.TIomD9KL0hBZ, kJDRfRhcZHjS.j5jgrsOGZdZ4)
xafqLlk3kkUe(gGUoPmGdg283, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xbb\x91?\xb3\x12?'), '\144' + chr(101) + chr(0b1000 + 0o133) + chr(0b1101111) + chr(100) + chr(0b1010000 + 0o25))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101001 + 0o4) + '\x38'))(A7_iExKkSkJj, print_layer_links=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xbe\x91\x13\xa6\x13\x03`\x10{1\x08'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b110 + 0o137))('\165' + chr(2553 - 2437) + chr(1820 - 1718) + chr(0b101101) + chr(0b111000))) or xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xfb\x965\xa0\x13\tD?J\x0eJ'), '\x64' + chr(0b100000 + 0o105) + chr(4333 - 4234) + chr(0b1101111) + '\144' + chr(0b1010101 + 0o20))(chr(0b1001000 + 0o55) + chr(0b1110100) + '\x66' + chr(0b101101 + 0o0) + chr(0b10001 + 0o47))), print_barracuda_json=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xb4\xa90\xe45\x13m\x17O7\x0b'), chr(2856 - 2756) + chr(0b110100 + 0o61) + '\143' + '\157' + chr(0b1010000 + 0o24) + '\145')(chr(0b1011 + 0o152) + chr(0b10 + 0o162) + chr(0b1000 + 0o136) + chr(0b101101) + '\x38')) or xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xfb\x965\xa0\x13\tD?J\x0eJ'), '\x64' + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + '\145')('\165' + '\164' + chr(0b100 + 0o142) + '\x2d' + '\070')), print_tensors=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xf8\x84\x1f\x9cV!3"a\x1eJ'), chr(0b1001001 + 0o33) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + chr(9042 - 8926) + chr(2807 - 2705) + chr(0b100101 + 0o10) + chr(56))) or xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xfb\x965\xa0\x13\tD?J\x0eJ'), chr(100) + chr(0b100111 + 0o76) + chr(1197 - 1098) + '\157' + chr(0b1100100) + '\145')(chr(0b100 + 0o161) + chr(7825 - 7709) + '\146' + '\055' + chr(1830 - 1774))))
xafqLlk3kkUe(gGUoPmGdg283, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xbc\x95&\xb7'), chr(100) + chr(0b1100101) + chr(5376 - 5277) + chr(0b1101111) + '\x64' + chr(0b1100101))('\165' + chr(888 - 772) + chr(7212 - 7110) + '\x2d' + chr(2276 - 2220)))(A7_iExKkSkJj, CRIagLW0mIXH)
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\x81\xb2\x17\xe8@1q\nZ1'), chr(100) + chr(0b11100 + 0o111) + chr(0b1100011) + '\157' + '\144' + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(0b101001 + 0o75) + chr(779 - 734) + chr(0b111000)), CRIagLW0mIXH, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\xa7\x907\xfc'), chr(2599 - 2499) + chr(101) + '\x63' + '\157' + chr(0b1011 + 0o131) + '\145')(chr(13266 - 13149) + '\164' + chr(0b1100000 + 0o6) + '\055' + chr(0b111000)))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/demo_loader.py
|
demo_to_buffer
|
def demo_to_buffer(file_path, sequence_length):
"""
Loads demonstration file and uses it to fill training buffer.
:param file_path: Location of demonstration file (.demo).
:param sequence_length: Length of trajectories to fill buffer.
:return:
"""
brain_params, brain_infos, _ = load_demonstration(file_path)
demo_buffer = make_demo_buffer(brain_infos, brain_params, sequence_length)
return brain_params, demo_buffer
|
python
|
def demo_to_buffer(file_path, sequence_length):
"""
Loads demonstration file and uses it to fill training buffer.
:param file_path: Location of demonstration file (.demo).
:param sequence_length: Length of trajectories to fill buffer.
:return:
"""
brain_params, brain_infos, _ = load_demonstration(file_path)
demo_buffer = make_demo_buffer(brain_infos, brain_params, sequence_length)
return brain_params, demo_buffer
|
[
"def",
"demo_to_buffer",
"(",
"file_path",
",",
"sequence_length",
")",
":",
"brain_params",
",",
"brain_infos",
",",
"_",
"=",
"load_demonstration",
"(",
"file_path",
")",
"demo_buffer",
"=",
"make_demo_buffer",
"(",
"brain_infos",
",",
"brain_params",
",",
"sequence_length",
")",
"return",
"brain_params",
",",
"demo_buffer"
] |
Loads demonstration file and uses it to fill training buffer.
:param file_path: Location of demonstration file (.demo).
:param sequence_length: Length of trajectories to fill buffer.
:return:
|
[
"Loads",
"demonstration",
"file",
"and",
"uses",
"it",
"to",
"fill",
"training",
"buffer",
".",
":",
"param",
"file_path",
":",
"Location",
"of",
"demonstration",
"file",
"(",
".",
"demo",
")",
".",
":",
"param",
"sequence_length",
":",
"Length",
"of",
"trajectories",
"to",
"fill",
"buffer",
".",
":",
"return",
":"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/demo_loader.py#L39-L48
|
train
|
Loads a demonstration file and uses it to fill training buffer.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(556 - 507) + chr(0b110010) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + chr(0b110010) + chr(0b110101) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b101 + 0o62) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + '\061' + chr(1917 - 1868) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\060' + chr(0b110010), 33071 - 33063), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\063' + chr(0b1111 + 0o47), 0o10), ehT0Px3KOsy9(chr(606 - 558) + '\157' + chr(50) + chr(0b1011 + 0o46) + chr(515 - 463), 0b1000), ehT0Px3KOsy9(chr(568 - 520) + chr(111) + chr(0b10011 + 0o40) + chr(0b110000) + chr(0b110110), 16190 - 16182), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x34' + chr(0b100 + 0o63), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + chr(2235 - 2186) + '\x34' + chr(0b110111), 8), ehT0Px3KOsy9(chr(1767 - 1719) + chr(4349 - 4238) + chr(0b10000 + 0o43) + chr(904 - 856) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2278 - 2226) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(1613 - 1564) + chr(1973 - 1920), 21741 - 21733), ehT0Px3KOsy9(chr(603 - 555) + chr(0b1101111) + chr(0b100100 + 0o15) + chr(0b10001 + 0o45) + chr(0b101001 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(0b110001) + chr(279 - 231) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\063' + '\x34', 8234 - 8226), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(52) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(2306 - 2251) + chr(2796 - 2743), 34578 - 34570), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(53) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b1001 + 0o51), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\066' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b101100 + 0o7), 16173 - 16165), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(54) + '\064', 8), ehT0Px3KOsy9(chr(590 - 542) + chr(10485 - 10374) + chr(0b101 + 0o55) + chr(54) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(1597 - 1547) + chr(0b110001) + chr(2694 - 2641), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1100 + 0o46) + chr(1547 - 1495), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x37' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6120 - 6009) + chr(0b110001) + chr(49) + chr(51), 0o10), ehT0Px3KOsy9(chr(826 - 778) + chr(111) + chr(0b110011) + chr(49) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(50) + chr(0b110010) + chr(0b1010 + 0o46), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b10000 + 0o41) + chr(49), 60647 - 60639), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(1191 - 1142) + chr(1130 - 1078), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10101 + 0o35) + '\065' + chr(2358 - 2304), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + '\x35', 0o10), ehT0Px3KOsy9(chr(1832 - 1784) + chr(111) + chr(0b101101 + 0o6) + chr(2853 - 2798), 0b1000), ehT0Px3KOsy9(chr(1031 - 983) + '\157' + chr(0b11001 + 0o30) + chr(920 - 869) + chr(2194 - 2146), 25247 - 25239), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x32' + chr(49) + chr(0b110101), 8), ehT0Px3KOsy9(chr(694 - 646) + chr(10950 - 10839) + chr(49) + chr(0b110000 + 0o7) + chr(0b110101), 47799 - 47791), ehT0Px3KOsy9(chr(1146 - 1098) + '\157' + chr(0b110011) + chr(51) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b111011 + 0o64) + '\063' + chr(54) + chr(51), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + chr(1859 - 1806) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'}'), chr(100) + '\145' + chr(99) + chr(111) + '\x64' + chr(101))('\x75' + chr(0b1110010 + 0o2) + '\146' + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qEwOorM2hITy(Ti9e_bxaCVyu, KpLkLOIdDwiZ):
(wu2fAHtFwk7i, zY5t4lpvl9DO, VNGQdHSFPrso) = Twvz0HQXnltt(Ti9e_bxaCVyu)
ClGshLnAeXZX = AkyS6HVRycy2(zY5t4lpvl9DO, wu2fAHtFwk7i, KpLkLOIdDwiZ)
return (wu2fAHtFwk7i, ClGshLnAeXZX)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/demo_loader.py
|
load_demonstration
|
def load_demonstration(file_path):
"""
Loads and parses a demonstration file.
:param file_path: Location of demonstration file (.demo).
:return: BrainParameter and list of BrainInfos containing demonstration data.
"""
# First 32 bytes of file dedicated to meta-data.
INITIAL_POS = 33
if not os.path.isfile(file_path):
raise FileNotFoundError("The demonstration file {} does not exist.".format(file_path))
file_extension = pathlib.Path(file_path).suffix
if file_extension != '.demo':
raise ValueError("The file is not a '.demo' file. Please provide a file with the "
"correct extension.")
brain_params = None
brain_infos = []
data = open(file_path, "rb").read()
next_pos, pos, obs_decoded = 0, 0, 0
total_expected = 0
while pos < len(data):
next_pos, pos = _DecodeVarint32(data, pos)
if obs_decoded == 0:
meta_data_proto = DemonstrationMetaProto()
meta_data_proto.ParseFromString(data[pos:pos + next_pos])
total_expected = meta_data_proto.number_steps
pos = INITIAL_POS
if obs_decoded == 1:
brain_param_proto = BrainParametersProto()
brain_param_proto.ParseFromString(data[pos:pos + next_pos])
brain_params = BrainParameters.from_proto(brain_param_proto)
pos += next_pos
if obs_decoded > 1:
agent_info = AgentInfoProto()
agent_info.ParseFromString(data[pos:pos + next_pos])
brain_info = BrainInfo.from_agent_proto([agent_info], brain_params)
brain_infos.append(brain_info)
if len(brain_infos) == total_expected:
break
pos += next_pos
obs_decoded += 1
return brain_params, brain_infos, total_expected
|
python
|
def load_demonstration(file_path):
"""
Loads and parses a demonstration file.
:param file_path: Location of demonstration file (.demo).
:return: BrainParameter and list of BrainInfos containing demonstration data.
"""
# First 32 bytes of file dedicated to meta-data.
INITIAL_POS = 33
if not os.path.isfile(file_path):
raise FileNotFoundError("The demonstration file {} does not exist.".format(file_path))
file_extension = pathlib.Path(file_path).suffix
if file_extension != '.demo':
raise ValueError("The file is not a '.demo' file. Please provide a file with the "
"correct extension.")
brain_params = None
brain_infos = []
data = open(file_path, "rb").read()
next_pos, pos, obs_decoded = 0, 0, 0
total_expected = 0
while pos < len(data):
next_pos, pos = _DecodeVarint32(data, pos)
if obs_decoded == 0:
meta_data_proto = DemonstrationMetaProto()
meta_data_proto.ParseFromString(data[pos:pos + next_pos])
total_expected = meta_data_proto.number_steps
pos = INITIAL_POS
if obs_decoded == 1:
brain_param_proto = BrainParametersProto()
brain_param_proto.ParseFromString(data[pos:pos + next_pos])
brain_params = BrainParameters.from_proto(brain_param_proto)
pos += next_pos
if obs_decoded > 1:
agent_info = AgentInfoProto()
agent_info.ParseFromString(data[pos:pos + next_pos])
brain_info = BrainInfo.from_agent_proto([agent_info], brain_params)
brain_infos.append(brain_info)
if len(brain_infos) == total_expected:
break
pos += next_pos
obs_decoded += 1
return brain_params, brain_infos, total_expected
|
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] |
Loads and parses a demonstration file.
:param file_path: Location of demonstration file (.demo).
:return: BrainParameter and list of BrainInfos containing demonstration data.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/demo_loader.py#L51-L94
|
train
|
Loads and parses a demonstration file.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100 + 0o55) + chr(53) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(2100 - 2052) + chr(5722 - 5611) + chr(0b110011) + '\061' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(50) + chr(0b110011) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6935 - 6824) + chr(0b10011 + 0o36) + '\x34' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(2048 - 2000) + '\x6f' + chr(54) + chr(0b11 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1568 - 1514) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1371 - 1321) + chr(992 - 941), 0b1000), ehT0Px3KOsy9('\x30' + chr(6414 - 6303) + '\x33' + '\060' + chr(3022 - 2967), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(1308 - 1257) + '\066' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(9359 - 9248) + '\061' + chr(54) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(52) + chr(2587 - 2532), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11000 + 0o33) + chr(2137 - 2089) + chr(0b10 + 0o60), 10862 - 10854), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(1732 - 1682) + chr(0b110001 + 0o0) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110001) + chr(2316 - 2264), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(0b100111 + 0o14) + chr(55) + chr(0b110010 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b11011 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\x32' + '\x35' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1564 - 1515) + chr(51) + '\067', 6587 - 6579), ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(0b100000 + 0o23) + '\x34' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(8852 - 8741) + chr(0b10100 + 0o36) + chr(0b0 + 0o60) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110111) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + '\x35', 8), ehT0Px3KOsy9(chr(388 - 340) + chr(111) + '\063' + chr(0b110101) + chr(0b11101 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(4149 - 4038) + '\063' + chr(1456 - 1403) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2330 - 2279) + chr(224 - 172) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b11111 + 0o22) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2306 - 2257) + chr(0b10100 + 0o37) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(2508 - 2457) + '\x33' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\x31' + '\061' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b11 + 0o56) + '\060' + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(10255 - 10144) + '\x33' + chr(53) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(0b110100) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110101) + chr(0b1110 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101010 + 0o7) + chr(0b1011 + 0o52) + '\x31', 8139 - 8131), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\x32', 34053 - 34045), ehT0Px3KOsy9(chr(48) + chr(9090 - 8979) + '\064' + chr(0b110010 + 0o3), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b11101 + 0o25) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\065' + chr(0b10011 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110001) + '\x34', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(58 - 5) + chr(0b10101 + 0o33), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'C'), chr(9715 - 9615) + chr(4743 - 4642) + chr(0b10100 + 0o117) + chr(111) + chr(100) + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Twvz0HQXnltt(Ti9e_bxaCVyu):
eexVt8Z_P4jm = ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(52) + chr(0b100001 + 0o20), 0b1000)
if not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xba\xfb\nYT'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))('\x75' + chr(0b111111 + 0o65) + '\x66' + chr(0b101101) + chr(0b111000)))(Ti9e_bxaCVyu):
raise oNamnshN4dFG(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'9\xa1\xf8CQT~\xa8\x9b\x05\x93\xb0\xe9\xb8\x95g\xc6\x7f\x80\xeeQ\x7f\x15\x94\x93\xc7\xeb5\xbc?a\x82K\x99Io]\xbc\xd9\xf8C'), chr(0b1100100) + chr(0b1100101) + chr(123 - 24) + '\x6f' + chr(0b100011 + 0o101) + chr(0b1100101))(chr(0b11101 + 0o130) + '\164' + chr(0b1100110) + chr(0b10010 + 0o33) + chr(839 - 783)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\xa6\xef\x0eTE'), chr(0b1001011 + 0o31) + '\x65' + chr(0b1100011) + '\x6f' + '\x64' + chr(101))('\x75' + chr(0b110001 + 0o103) + '\146' + chr(1920 - 1875) + chr(0b101111 + 0o11)))(Ti9e_bxaCVyu))
NMUX70P_BF5s = WAMIfYuFYgQW.Path(Ti9e_bxaCVyu).suffix
if NMUX70P_BF5s != xafqLlk3kkUe(SXOLrMavuUCe(b'C\xad\xf8\x0eZ'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + '\144' + '\x65')(chr(0b10010 + 0o143) + chr(9467 - 9351) + chr(8554 - 8452) + chr(0b101101) + '\070'):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'9\xa1\xf8CSX\x7f\xa2\xd5\x1f\x94\xe2\xe6\xa3\x88(\xc9\x7f\xc1\xa9Y\x7fX\x80\xc9\xc7\xe93\xb5)o\xcct\x81\x0ckV\xb0\x8a\xfc\x1f\xa6\xeb\nQT3\xa6\xd5\x10\x8e\xae\xed\xec\x8ba\xdc7\xc6\xf3U\x7f\x15\x8c\x81\x95\xfd?\xba8a\x89\\\x99\x0cdV\xbc\xc5\xe2C'), chr(5349 - 5249) + chr(0b110100 + 0o61) + chr(6449 - 6350) + chr(111) + chr(0b100100 + 0o100) + '\x65')(chr(0b1110101) + chr(0b11111 + 0o125) + '\x66' + chr(0b101101 + 0o0) + chr(2902 - 2846)))
wu2fAHtFwk7i = None
zY5t4lpvl9DO = []
ULnjp6D6efFH = _fwkIVCGgtAN(Ti9e_bxaCVyu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xab'), chr(0b101110 + 0o66) + chr(4799 - 4698) + '\143' + chr(111) + '\144' + chr(0b11001 + 0o114))('\165' + chr(116) + chr(102) + chr(1697 - 1652) + chr(0b1110 + 0o52))).U6MiWrhuCi2Y()
(mN80JSiWzOw_, NXd0aqYJd4lK, Yg9ldfdDGt0w) = (ehT0Px3KOsy9(chr(48) + chr(552 - 441) + chr(48), 40589 - 40581), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 8), ehT0Px3KOsy9('\x30' + chr(5055 - 4944) + chr(0b110000), 8))
pI1u3ZuiZwqt = ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(48), 8)
while NXd0aqYJd4lK < c2A0yzQpDQB3(ULnjp6D6efFH):
(mN80JSiWzOw_, NXd0aqYJd4lK) = _NZsPY51yMZR(ULnjp6D6efFH, NXd0aqYJd4lK)
if Yg9ldfdDGt0w == ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(48), 8):
R9DnmYviLk0D = aEU9RGw61QaH()
xafqLlk3kkUe(R9DnmYviLk0D, xafqLlk3kkUe(SXOLrMavuUCe(b'=\xa8\xef\x10Pwa\xa8\x98%\x93\xb0\xe1\xa2\x9b'), chr(6230 - 6130) + '\x65' + chr(1741 - 1642) + chr(0b1101111) + chr(100) + '\145')(chr(0b101010 + 0o113) + '\x74' + '\146' + '\055' + chr(56)))(ULnjp6D6efFH[NXd0aqYJd4lK:NXd0aqYJd4lK + mN80JSiWzOw_])
pI1u3ZuiZwqt = R9DnmYviLk0D.number_steps
NXd0aqYJd4lK = eexVt8Z_P4jm
if Yg9ldfdDGt0w == ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b111001 + 0o66) + '\x31', 50733 - 50725):
_eJ7yajXOihK = Dq2et4wGBRfI()
xafqLlk3kkUe(_eJ7yajXOihK, xafqLlk3kkUe(SXOLrMavuUCe(b'=\xa8\xef\x10Pwa\xa8\x98%\x93\xb0\xe1\xa2\x9b'), chr(100) + '\145' + '\x63' + '\x6f' + chr(100) + chr(101))(chr(0b10000 + 0o145) + chr(116) + chr(0b1010001 + 0o25) + chr(0b1110 + 0o37) + chr(56)))(ULnjp6D6efFH[NXd0aqYJd4lK:NXd0aqYJd4lK + mN80JSiWzOw_])
wu2fAHtFwk7i = rwmY5f7nNtpS.from_proto(_eJ7yajXOihK)
NXd0aqYJd4lK += mN80JSiWzOw_
if Yg9ldfdDGt0w > ehT0Px3KOsy9(chr(48) + chr(111) + chr(269 - 220), 8):
jWlhGR2J2HGS = eBEePt3CG6mZ()
xafqLlk3kkUe(jWlhGR2J2HGS, xafqLlk3kkUe(SXOLrMavuUCe(b'=\xa8\xef\x10Pwa\xa8\x98%\x93\xb0\xe1\xa2\x9b'), '\x64' + chr(101) + chr(99) + chr(111) + '\144' + chr(0b1100101))('\165' + '\164' + '\x66' + chr(45) + chr(0b101101 + 0o13)))(ULnjp6D6efFH[NXd0aqYJd4lK:NXd0aqYJd4lK + mN80JSiWzOw_])
MmOEIGS8mBJn = nK0bSWnkqoFP.from_agent_proto([jWlhGR2J2HGS], wu2fAHtFwk7i)
xafqLlk3kkUe(zY5t4lpvl9DO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c\xb9\xed\x06[U'), chr(1532 - 1432) + chr(0b1100101) + '\x63' + '\157' + chr(5582 - 5482) + chr(0b1011011 + 0o12))(chr(4905 - 4788) + chr(116) + '\x66' + '\x2d' + '\070'))(MmOEIGS8mBJn)
if c2A0yzQpDQB3(zY5t4lpvl9DO) == pI1u3ZuiZwqt:
break
NXd0aqYJd4lK += mN80JSiWzOw_
Yg9ldfdDGt0w += ehT0Px3KOsy9(chr(1706 - 1658) + '\157' + chr(0b110001), 8)
return (wu2fAHtFwk7i, zY5t4lpvl9DO, pI1u3ZuiZwqt)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_controller.py
|
TrainerController._save_model
|
def _save_model(self, steps=0):
"""
Saves current model to checkpoint folder.
:param steps: Current number of steps in training process.
:param saver: Tensorflow saver for session.
"""
for brain_name in self.trainers.keys():
self.trainers[brain_name].save_model()
self.logger.info('Saved Model')
|
python
|
def _save_model(self, steps=0):
"""
Saves current model to checkpoint folder.
:param steps: Current number of steps in training process.
:param saver: Tensorflow saver for session.
"""
for brain_name in self.trainers.keys():
self.trainers[brain_name].save_model()
self.logger.info('Saved Model')
|
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] |
Saves current model to checkpoint folder.
:param steps: Current number of steps in training process.
:param saver: Tensorflow saver for session.
|
[
"Saves",
"current",
"model",
"to",
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_controller.py#L91-L99
|
train
|
Saves current model to checkpoint folder.
|
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(0b110001) + chr(0b110001 + 0o4) + '\x35', 5310 - 5302), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(534 - 480) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(182 - 71) + chr(911 - 858) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(51) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(54) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x30' + chr(0b100101 + 0o15), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101101 + 0o2) + '\x34' + chr(1097 - 1042), 29201 - 29193), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + chr(48), 0o10), ehT0Px3KOsy9(chr(974 - 926) + '\x6f' + chr(1400 - 1349) + chr(49) + chr(2410 - 2358), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b100101 + 0o112) + '\x32' + chr(48) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11000 + 0o32) + chr(749 - 697) + chr(0b1010 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(230 - 182) + chr(111) + '\x32' + '\060' + chr(55), 29191 - 29183), ehT0Px3KOsy9('\x30' + chr(893 - 782) + chr(50) + chr(1241 - 1193) + chr(50), 3587 - 3579), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(55) + '\x37', 0b1000), ehT0Px3KOsy9(chr(544 - 496) + chr(0b1101111) + chr(0b110010) + chr(48) + chr(2339 - 2287), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11001 + 0o34) + chr(53), 56534 - 56526), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b110 + 0o54) + chr(969 - 920) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(2095 - 2044) + chr(51) + chr(304 - 251), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + chr(0b11 + 0o57) + chr(0b110001) + chr(0b110011), 27516 - 27508), ehT0Px3KOsy9(chr(180 - 132) + '\x6f' + chr(0b110010) + chr(0b10000 + 0o47) + '\x37', 60036 - 60028), ehT0Px3KOsy9('\060' + chr(11780 - 11669) + chr(95 - 46) + '\x35', 0o10), ehT0Px3KOsy9(chr(799 - 751) + chr(111) + chr(0b110011) + chr(2301 - 2248) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10 + 0o63), 47639 - 47631), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110001 + 0o2) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1430 - 1382) + chr(11527 - 11416) + chr(0b110110) + chr(0b101001 + 0o16), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110001) + chr(0b100111 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(861 - 813) + chr(0b1101111) + chr(0b100 + 0o57) + '\x37' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(50) + chr(0b11111 + 0o30), 15866 - 15858), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(0b10010 + 0o37) + chr(0b110000), 42912 - 42904), ehT0Px3KOsy9(chr(591 - 543) + '\157' + chr(0b101 + 0o61) + '\061', 8), ehT0Px3KOsy9('\x30' + chr(9648 - 9537) + chr(944 - 890) + chr(1094 - 1039), 8), ehT0Px3KOsy9('\x30' + chr(241 - 130) + chr(0b1011 + 0o50) + chr(49), 17727 - 17719), ehT0Px3KOsy9(chr(48) + chr(4126 - 4015) + chr(0b11000 + 0o31) + '\062' + chr(1152 - 1104), ord("\x08")), ehT0Px3KOsy9(chr(1299 - 1251) + chr(111) + chr(51) + '\x36' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(1712 - 1601) + '\x31' + chr(0b110011) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(50) + chr(0b100101 + 0o17) + '\065', 0o10), ehT0Px3KOsy9(chr(567 - 519) + chr(5557 - 5446) + '\x31' + chr(756 - 703) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + chr(0b1011 + 0o47) + '\062' + '\065', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + '\x35' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'C'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b10011 + 0o134) + chr(6421 - 6321) + chr(0b10101 + 0o120))(chr(0b1100100 + 0o21) + '\164' + '\146' + chr(0b101101) + chr(2245 - 2189)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def XS8n5S3xio47(oVre8I6UXc3b, v0VhEmlMsO_l=ehT0Px3KOsy9(chr(2203 - 2155) + chr(111) + chr(0b110000), 0o10)):
for lQow_tdWEUmR in xafqLlk3kkUe(oVre8I6UXc3b.trainers, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xd7P\xef'), chr(0b1100100) + chr(101) + chr(9295 - 9196) + chr(3176 - 3065) + chr(3394 - 3294) + chr(0b1100101))(chr(0b1110010 + 0o3) + chr(0b1110100) + chr(0b110010 + 0o64) + chr(0b100100 + 0o11) + chr(0b11001 + 0o37)))():
xafqLlk3kkUe(oVre8I6UXc3b.trainers[lQow_tdWEUmR], xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xd3_\xf9\xed\xafH\\\xa9f'), chr(8188 - 8088) + chr(3992 - 3891) + chr(0b10100 + 0o117) + chr(111) + chr(5277 - 5177) + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110) + '\055' + chr(2305 - 2249)))()
xafqLlk3kkUe(oVre8I6UXc3b.logger, xafqLlk3kkUe(SXOLrMavuUCe(b'>\x85a\xe4\xc7\xa1@\x0f\xa6f\xdc\xcd'), chr(0b1100100) + '\x65' + chr(0b101000 + 0o73) + '\157' + chr(8067 - 7967) + chr(0b110 + 0o137))(chr(0b1110 + 0o147) + '\x74' + '\146' + '\x2d' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'>\xd3_\xf9\xd6\xe2jW\xa8o\xea'), chr(419 - 319) + '\x65' + chr(0b1100011) + chr(12149 - 12038) + '\x64' + chr(1796 - 1695))('\x75' + '\164' + chr(2893 - 2791) + '\055' + chr(2275 - 2219)))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_controller.py
|
TrainerController._write_training_metrics
|
def _write_training_metrics(self):
"""
Write all CSV metrics
:return:
"""
for brain_name in self.trainers.keys():
if brain_name in self.trainer_metrics:
self.trainers[brain_name].write_training_metrics()
|
python
|
def _write_training_metrics(self):
"""
Write all CSV metrics
:return:
"""
for brain_name in self.trainers.keys():
if brain_name in self.trainer_metrics:
self.trainers[brain_name].write_training_metrics()
|
[
"def",
"_write_training_metrics",
"(",
"self",
")",
":",
"for",
"brain_name",
"in",
"self",
".",
"trainers",
".",
"keys",
"(",
")",
":",
"if",
"brain_name",
"in",
"self",
".",
"trainer_metrics",
":",
"self",
".",
"trainers",
"[",
"brain_name",
"]",
".",
"write_training_metrics",
"(",
")"
] |
Write all CSV metrics
:return:
|
[
"Write",
"all",
"CSV",
"metrics",
":",
"return",
":"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_controller.py#L106-L113
|
train
|
Write all CSV metrics for all trains
|
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(827 - 716) + chr(51) + '\x33' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(51) + '\062' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + '\x31' + chr(2736 - 2681), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11011 + 0o26) + chr(2528 - 2477) + '\061', 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b110010) + '\062' + chr(0b10101 + 0o37), 40079 - 40071), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b110000) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(0b11100 + 0o27) + '\x34' + chr(53), 6008 - 6000), ehT0Px3KOsy9(chr(2129 - 2081) + chr(111) + chr(0b100011 + 0o16) + chr(0b100110 + 0o14) + '\x37', 20299 - 20291), ehT0Px3KOsy9(chr(687 - 639) + chr(0b1101111) + chr(0b110011) + '\062' + '\061', 0o10), ehT0Px3KOsy9(chr(1735 - 1687) + chr(10284 - 10173) + '\x31' + '\x30' + chr(0b100110 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b100100 + 0o113) + '\062' + chr(0b1100 + 0o53) + '\062', 41613 - 41605), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(51) + '\x33' + '\065', 8), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b101110 + 0o10) + chr(0b11100 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(1247 - 1199) + '\x6f' + chr(0b110110) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1263 - 1215) + chr(12211 - 12100) + '\062' + '\066' + chr(0b110011), 43258 - 43250), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100 + 0o55) + '\x37' + chr(55), 53808 - 53800), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(49) + '\062', 0o10), ehT0Px3KOsy9(chr(2102 - 2054) + chr(0b1101111) + chr(0b110010 + 0o0) + chr(0b110000 + 0o5) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(50) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(49) + '\061' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(10645 - 10534) + chr(0b11 + 0o61) + chr(0b11100 + 0o27), 0o10), ehT0Px3KOsy9(chr(122 - 74) + chr(0b1101111) + chr(0b110011) + chr(0b10001 + 0o41) + chr(2113 - 2060), 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(11322 - 11211) + chr(1233 - 1183) + '\063' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10010 + 0o41) + chr(469 - 418) + chr(0b110111), 34968 - 34960), ehT0Px3KOsy9(chr(48) + chr(111) + '\065' + chr(0b100000 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b10 + 0o65) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(49) + chr(1855 - 1803), 740 - 732), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b1010 + 0o54) + chr(795 - 740), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8415 - 8304) + chr(0b110000 + 0o2) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010100 + 0o33) + chr(50) + '\064' + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(49) + chr(0b110101) + chr(1777 - 1728), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\066' + chr(0b11000 + 0o34), 24492 - 24484), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110001 + 0o3) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(50) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(611 - 560) + chr(0b1001 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\064' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(3137 - 3026) + '\x33' + chr(50) + chr(0b1 + 0o61), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1101 + 0o44) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11001 + 0o32) + '\061' + chr(0b110111), 44382 - 44374)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b10000 + 0o45) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3'), chr(0b101110 + 0o66) + '\x65' + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b101110 + 0o12)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ui_sWp32RHYd(oVre8I6UXc3b):
for lQow_tdWEUmR in xafqLlk3kkUe(oVre8I6UXc3b.trainers, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6\xb0v*'), '\x64' + chr(101) + '\143' + chr(111) + '\x64' + chr(0b1100011 + 0o2))('\165' + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)))():
if lQow_tdWEUmR in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xa7n0\xfa\xa2\x97\x08\xbc \xce\xaf\x1aS\xc0'), chr(0b10100 + 0o120) + chr(101) + chr(99) + '\157' + chr(4892 - 4792) + chr(7296 - 7195))(chr(117) + chr(116) + '\x66' + chr(1594 - 1549) + chr(0b111000))):
xafqLlk3kkUe(oVre8I6UXc3b.trainers[lQow_tdWEUmR], xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xa7f-\xf1\x98\x91%\xb0,\xd4\xb4\x1dW\xec\x12\xef\xddd @\xa6'), chr(0b101001 + 0o73) + chr(0b1100101) + chr(6680 - 6581) + '\157' + chr(0b1010001 + 0o23) + '\x65')(chr(0b101101 + 0o110) + '\164' + chr(102) + chr(0b101001 + 0o4) + chr(172 - 116)))()
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_controller.py
|
TrainerController._export_graph
|
def _export_graph(self):
"""
Exports latest saved models to .nn format for Unity embedding.
"""
for brain_name in self.trainers.keys():
self.trainers[brain_name].export_model()
|
python
|
def _export_graph(self):
"""
Exports latest saved models to .nn format for Unity embedding.
"""
for brain_name in self.trainers.keys():
self.trainers[brain_name].export_model()
|
[
"def",
"_export_graph",
"(",
"self",
")",
":",
"for",
"brain_name",
"in",
"self",
".",
"trainers",
".",
"keys",
"(",
")",
":",
"self",
".",
"trainers",
"[",
"brain_name",
"]",
".",
"export_model",
"(",
")"
] |
Exports latest saved models to .nn format for Unity embedding.
|
[
"Exports",
"latest",
"saved",
"models",
"to",
".",
"nn",
"format",
"for",
"Unity",
"embedding",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_controller.py#L115-L120
|
train
|
Exports latest saved models to. nn format for Unity embedding.
|
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(0b1010 + 0o145) + chr(0b110010) + chr(2099 - 2048) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + '\x31' + '\x35' + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(1936 - 1885) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1510 - 1462) + chr(111) + '\062' + chr(501 - 446) + chr(1211 - 1159), 0o10), ehT0Px3KOsy9(chr(2273 - 2225) + chr(111) + chr(0b10100 + 0o35) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101111 + 0o3) + '\061' + chr(1305 - 1255), 0o10), ehT0Px3KOsy9('\060' + chr(3428 - 3317) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1405 - 1354) + '\063' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3133 - 3022) + chr(49) + chr(0b110110) + chr(1638 - 1585), 0b1000), ehT0Px3KOsy9(chr(2173 - 2125) + chr(0b1001111 + 0o40) + chr(0b100 + 0o55) + chr(0b10011 + 0o41) + '\x34', 4367 - 4359), ehT0Px3KOsy9('\x30' + chr(111) + chr(2332 - 2283) + chr(0b110001) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1452 - 1401) + '\x37' + chr(0b10001 + 0o37), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\064' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(142 - 91) + chr(113 - 64) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100100 + 0o15) + '\065' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(2395 - 2343) + chr(0b100011 + 0o22), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10001 + 0o41) + chr(52) + chr(0b110001), 7625 - 7617), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(1796 - 1742) + '\065', 55842 - 55834), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110101) + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(862 - 814) + chr(50), 0b1000), ehT0Px3KOsy9(chr(2219 - 2171) + chr(0b1101111) + chr(50) + chr(49) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + chr(0b10011 + 0o41) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(718 - 670) + chr(0b111011 + 0o64) + chr(0b110010) + chr(1005 - 951) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x37' + chr(0b110 + 0o56), 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(846 - 735) + '\x31' + chr(0b100110 + 0o14) + chr(48), 0b1000), ehT0Px3KOsy9(chr(2093 - 2045) + chr(0b111100 + 0o63) + chr(0b101011 + 0o7) + chr(0b110001) + chr(1628 - 1577), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(54) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x32' + chr(1717 - 1665), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b10101 + 0o132) + chr(49) + chr(0b110000) + '\063', 61808 - 61800), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(2460 - 2410) + chr(0b110110) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\066' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b101011 + 0o13) + chr(1973 - 1925), 0b1000), ehT0Px3KOsy9(chr(67 - 19) + '\x6f' + '\061' + chr(0b110111) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(51) + chr(0b101010 + 0o6), 0o10), ehT0Px3KOsy9(chr(464 - 416) + chr(111) + chr(0b110010) + chr(0b110000) + chr(885 - 834), 0b1000), ehT0Px3KOsy9(chr(1190 - 1142) + '\157' + chr(0b110010) + chr(0b11100 + 0o30) + chr(0b10111 + 0o31), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + '\061' + chr(49) + chr(0b10011 + 0o43), 20155 - 20147), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110000) + chr(115 - 62), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(0b110001) + chr(0b110000) + chr(2174 - 2122), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2502 - 2391) + chr(52) + chr(54), 10798 - 10790)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(0b11 + 0o55), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5'), '\144' + chr(6362 - 6261) + chr(0b1011010 + 0o11) + '\x6f' + '\x64' + '\x65')(chr(2401 - 2284) + '\x74' + chr(0b1010110 + 0o20) + chr(0b101010 + 0o3) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def yCwKbovFx41z(oVre8I6UXc3b):
for lQow_tdWEUmR in xafqLlk3kkUe(oVre8I6UXc3b.trainers, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\r\xa2\xcf'), chr(0b10011 + 0o121) + '\x65' + chr(0b1100011) + '\157' + chr(100) + '\x65')(chr(5733 - 5616) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(1915 - 1859)))():
xafqLlk3kkUe(oVre8I6UXc3b.trainers[lQow_tdWEUmR], xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\x10\xab\xd3y\xfe^\xb2\x1a\x00(\x94'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(9486 - 9375) + chr(8270 - 8170) + '\145')(chr(13259 - 13142) + '\x74' + chr(4968 - 4866) + chr(0b101101) + chr(0b111000)))()
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_controller.py
|
TrainerController.initialize_trainers
|
def initialize_trainers(self, trainer_config: Dict[str, Dict[str, str]]):
"""
Initialization of the trainers
:param trainer_config: The configurations of the trainers
"""
trainer_parameters_dict = {}
for brain_name in self.external_brains:
trainer_parameters = trainer_config['default'].copy()
trainer_parameters['summary_path'] = '{basedir}/{name}'.format(
basedir=self.summaries_dir,
name=str(self.run_id) + '_' + brain_name)
trainer_parameters['model_path'] = '{basedir}/{name}'.format(
basedir=self.model_path,
name=brain_name)
trainer_parameters['keep_checkpoints'] = self.keep_checkpoints
if brain_name in trainer_config:
_brain_key = brain_name
while not isinstance(trainer_config[_brain_key], dict):
_brain_key = trainer_config[_brain_key]
for k in trainer_config[_brain_key]:
trainer_parameters[k] = trainer_config[_brain_key][k]
trainer_parameters_dict[brain_name] = trainer_parameters.copy()
for brain_name in self.external_brains:
if trainer_parameters_dict[brain_name]['trainer'] == 'offline_bc':
self.trainers[brain_name] = OfflineBCTrainer(
self.external_brains[brain_name],
trainer_parameters_dict[brain_name], self.train_model,
self.load_model, self.seed, self.run_id)
elif trainer_parameters_dict[brain_name]['trainer'] == 'online_bc':
self.trainers[brain_name] = OnlineBCTrainer(
self.external_brains[brain_name],
trainer_parameters_dict[brain_name], self.train_model,
self.load_model, self.seed, self.run_id)
elif trainer_parameters_dict[brain_name]['trainer'] == 'ppo':
self.trainers[brain_name] = PPOTrainer(
self.external_brains[brain_name],
self.meta_curriculum
.brains_to_curriculums[brain_name]
.min_lesson_length if self.meta_curriculum else 0,
trainer_parameters_dict[brain_name],
self.train_model, self.load_model, self.seed,
self.run_id)
self.trainer_metrics[brain_name] = self.trainers[brain_name].trainer_metrics
else:
raise UnityEnvironmentException('The trainer config contains '
'an unknown trainer type for '
'brain {}'
.format(brain_name))
|
python
|
def initialize_trainers(self, trainer_config: Dict[str, Dict[str, str]]):
"""
Initialization of the trainers
:param trainer_config: The configurations of the trainers
"""
trainer_parameters_dict = {}
for brain_name in self.external_brains:
trainer_parameters = trainer_config['default'].copy()
trainer_parameters['summary_path'] = '{basedir}/{name}'.format(
basedir=self.summaries_dir,
name=str(self.run_id) + '_' + brain_name)
trainer_parameters['model_path'] = '{basedir}/{name}'.format(
basedir=self.model_path,
name=brain_name)
trainer_parameters['keep_checkpoints'] = self.keep_checkpoints
if brain_name in trainer_config:
_brain_key = brain_name
while not isinstance(trainer_config[_brain_key], dict):
_brain_key = trainer_config[_brain_key]
for k in trainer_config[_brain_key]:
trainer_parameters[k] = trainer_config[_brain_key][k]
trainer_parameters_dict[brain_name] = trainer_parameters.copy()
for brain_name in self.external_brains:
if trainer_parameters_dict[brain_name]['trainer'] == 'offline_bc':
self.trainers[brain_name] = OfflineBCTrainer(
self.external_brains[brain_name],
trainer_parameters_dict[brain_name], self.train_model,
self.load_model, self.seed, self.run_id)
elif trainer_parameters_dict[brain_name]['trainer'] == 'online_bc':
self.trainers[brain_name] = OnlineBCTrainer(
self.external_brains[brain_name],
trainer_parameters_dict[brain_name], self.train_model,
self.load_model, self.seed, self.run_id)
elif trainer_parameters_dict[brain_name]['trainer'] == 'ppo':
self.trainers[brain_name] = PPOTrainer(
self.external_brains[brain_name],
self.meta_curriculum
.brains_to_curriculums[brain_name]
.min_lesson_length if self.meta_curriculum else 0,
trainer_parameters_dict[brain_name],
self.train_model, self.load_model, self.seed,
self.run_id)
self.trainer_metrics[brain_name] = self.trainers[brain_name].trainer_metrics
else:
raise UnityEnvironmentException('The trainer config contains '
'an unknown trainer type for '
'brain {}'
.format(brain_name))
|
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] |
Initialization of the trainers
:param trainer_config: The configurations of the trainers
|
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"Initialization",
"of",
"the",
"trainers",
":",
"param",
"trainer_config",
":",
"The",
"configurations",
"of",
"the",
"trainers"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_controller.py#L122-L169
|
train
|
Initializes the trainers and store the model and summary files for the trainers.
|
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(3552 - 3441) + chr(51) + chr(2697 - 2644), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(0b1010 + 0o52) + chr(1508 - 1460), 0b1000), ehT0Px3KOsy9(chr(1321 - 1273) + '\157' + chr(0b110011) + chr(51) + chr(299 - 244), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(0b110010) + chr(52) + chr(54), 0o10), ehT0Px3KOsy9(chr(65 - 17) + chr(0b1101111) + chr(0b100001 + 0o22) + chr(461 - 413), 0b1000), ehT0Px3KOsy9(chr(380 - 332) + chr(0b1101111) + '\x32' + chr(524 - 474) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(48) + '\061', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(10109 - 9998) + '\x32' + chr(79 - 28) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\x33' + chr(1873 - 1824), 0b1000), ehT0Px3KOsy9(chr(390 - 342) + chr(0b1100111 + 0o10) + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + chr(681 - 631) + chr(0b110010) + chr(0b101101 + 0o5), 43578 - 43570), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(51) + chr(53) + chr(0b100101 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6810 - 6699) + chr(0b11000 + 0o31) + '\066' + chr(0b11101 + 0o24), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\065' + chr(1852 - 1801), 41063 - 41055), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\x32' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(917 - 867) + chr(53) + chr(0b100 + 0o55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101 + 0o142) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1481 - 1433) + '\157' + chr(51) + chr(2237 - 2188) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\061' + '\x30' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(50) + chr(0b110001 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b101100 + 0o103) + '\067' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + '\x33' + '\x37' + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3852 - 3741) + chr(0b100011 + 0o24) + chr(54), 7200 - 7192), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b111 + 0o150) + chr(0b10100 + 0o42) + chr(0b101010 + 0o10), 3465 - 3457), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b110001) + chr(52), 63201 - 63193), ehT0Px3KOsy9(chr(875 - 827) + '\x6f' + chr(1777 - 1726) + chr(53) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\062' + chr(2378 - 2327) + chr(52), 14231 - 14223), ehT0Px3KOsy9(chr(1555 - 1507) + chr(111) + chr(0b110001) + '\x35' + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9932 - 9821) + '\x31' + chr(51) + chr(52), 29608 - 29600), ehT0Px3KOsy9('\060' + chr(8736 - 8625) + chr(0b10 + 0o61) + chr(55) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(2402 - 2349) + chr(1320 - 1270), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1463 - 1414) + chr(0b101010 + 0o13) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(825 - 776) + chr(54), 0o10), ehT0Px3KOsy9(chr(277 - 229) + chr(0b11110 + 0o121) + '\x33' + chr(2197 - 2147) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100101 + 0o15) + chr(52) + chr(0b11100 + 0o25), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100110 + 0o15) + chr(54) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110000) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1203 - 1155) + chr(2810 - 2699) + chr(0b110001) + chr(0b101111 + 0o1) + '\x35', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b100000 + 0o25) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b101101 + 0o5) + chr(48) + chr(52), 60454 - 60446)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'3'), chr(0b11001 + 0o113) + '\x65' + '\x63' + '\x6f' + chr(7304 - 7204) + chr(101))('\x75' + chr(0b1110100) + '\146' + chr(0b10100 + 0o31) + chr(0b1111 + 0o51)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def z20KEKgVbkTM(oVre8I6UXc3b, Y9ZBFRrydATe):
IZDa0eFiCSL1 = {}
for lQow_tdWEUmR in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'xX\xab\xc3j\xf9\xa0\xf5\x86x\xe0\x8d\x18\x85\xa7'), chr(0b1100000 + 0o4) + '\145' + chr(0b10010 + 0o121) + '\x6f' + chr(2543 - 2443) + '\x65')(chr(644 - 527) + '\164' + '\x66' + '\x2d' + chr(2579 - 2523))):
NDKYZXER71u2 = Y9ZBFRrydATe[xafqLlk3kkUe(SXOLrMavuUCe(b'yE\xb9\xc7m\xfb\xb5'), '\144' + '\145' + chr(0b1100011) + '\157' + '\x64' + chr(101))('\x75' + '\164' + '\146' + chr(45) + chr(1171 - 1115))].igThHS4jwVsa()
NDKYZXER71u2[xafqLlk3kkUe(SXOLrMavuUCe(b'nU\xb2\xcby\xe5\xb8\xc6\xa9{\xe6\x84'), chr(100) + chr(0b100001 + 0o104) + chr(3551 - 3452) + '\157' + '\144' + '\x65')(chr(0b1010101 + 0o40) + '\164' + '\x66' + chr(191 - 146) + chr(1223 - 1167))] = xafqLlk3kkUe(SXOLrMavuUCe(b'fB\xbe\xd5}\xf3\xa8\xeb\xa45\xe9\x82\x10\x86\xb1\xd4'), chr(0b1011 + 0o131) + '\x65' + chr(0b1100011) + chr(111) + chr(8996 - 8896) + chr(101))(chr(117) + chr(0b1110100) + '\146' + chr(45) + '\070').format(basedir=oVre8I6UXc3b.summaries_dir, name=M8_cKLkHVB2V(oVre8I6UXc3b.run_id) + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), '\x64' + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1010111 + 0o16))(chr(117) + chr(0b110001 + 0o103) + '\x66' + chr(45) + '\070') + lQow_tdWEUmR)
NDKYZXER71u2[xafqLlk3kkUe(SXOLrMavuUCe(b'pO\xbb\xc3t\xc8\xb1\xf8\xadr'), chr(8229 - 8129) + chr(1125 - 1024) + chr(99) + chr(0b1001011 + 0o44) + '\x64' + '\145')('\x75' + chr(0b100011 + 0o121) + chr(0b1100110) + chr(45) + chr(0b111000))] = xafqLlk3kkUe(SXOLrMavuUCe(b'fB\xbe\xd5}\xf3\xa8\xeb\xa45\xe9\x82\x10\x86\xb1\xd4'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(101))('\165' + chr(9584 - 9468) + '\146' + chr(1620 - 1575) + '\x38').format(basedir=oVre8I6UXc3b.model_path, name=lQow_tdWEUmR)
NDKYZXER71u2[xafqLlk3kkUe(SXOLrMavuUCe(b'vE\xba\xd6G\xf4\xa9\xfc\xbaq\xe2\x83\x18\x85\xa0\xda'), chr(9165 - 9065) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + '\x65')('\x75' + '\x74' + chr(0b101001 + 0o75) + chr(0b101101) + '\070')] = oVre8I6UXc3b.keep_checkpoints
if lQow_tdWEUmR in Y9ZBFRrydATe:
O2lmVlT5wa26 = lQow_tdWEUmR
while not PlSM16l2KDPD(Y9ZBFRrydATe[O2lmVlT5wa26], wLqBDw8l0eIm):
O2lmVlT5wa26 = Y9ZBFRrydATe[O2lmVlT5wa26]
for OolUPRJhRaJd in Y9ZBFRrydATe[O2lmVlT5wa26]:
NDKYZXER71u2[OolUPRJhRaJd] = Y9ZBFRrydATe[O2lmVlT5wa26][OolUPRJhRaJd]
IZDa0eFiCSL1[lQow_tdWEUmR] = NDKYZXER71u2.igThHS4jwVsa()
for lQow_tdWEUmR in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'xX\xab\xc3j\xf9\xa0\xf5\x86x\xe0\x8d\x18\x85\xa7'), chr(0b1110 + 0o126) + chr(512 - 411) + chr(99) + chr(0b111100 + 0o63) + chr(0b1001110 + 0o26) + chr(0b1011000 + 0o15))(chr(5542 - 5425) + chr(116) + '\146' + chr(0b101100 + 0o1) + '\070')):
if IZDa0eFiCSL1[lQow_tdWEUmR][xafqLlk3kkUe(SXOLrMavuUCe(b'iR\xbe\xcfv\xf2\xb3'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\157' + chr(100) + chr(0b111101 + 0o50))('\165' + chr(0b1011111 + 0o25) + chr(0b1100110) + '\x2d' + '\x38')] == xafqLlk3kkUe(SXOLrMavuUCe(b'rF\xb9\xcaq\xf9\xa4\xc6\xbby'), '\144' + chr(101) + chr(99) + chr(0b1101111) + '\144' + '\145')('\x75' + '\x74' + chr(9813 - 9711) + chr(0b10111 + 0o26) + chr(56)):
oVre8I6UXc3b.x9Wphf4iWuUA[lQow_tdWEUmR] = wMSQC3q3o0jb(oVre8I6UXc3b.external_brains[lQow_tdWEUmR], IZDa0eFiCSL1[lQow_tdWEUmR], oVre8I6UXc3b.train_model, oVre8I6UXc3b.load_model, oVre8I6UXc3b.seed, oVre8I6UXc3b.run_id)
elif IZDa0eFiCSL1[lQow_tdWEUmR][xafqLlk3kkUe(SXOLrMavuUCe(b'iR\xbe\xcfv\xf2\xb3'), chr(3175 - 3075) + chr(0b1100101) + chr(0b1010011 + 0o20) + '\157' + chr(0b111111 + 0o45) + '\145')(chr(4864 - 4747) + chr(6843 - 6727) + chr(0b11111 + 0o107) + chr(1288 - 1243) + chr(56))] == xafqLlk3kkUe(SXOLrMavuUCe(b'rN\xb3\xcfv\xf2\x9e\xfb\xba'), chr(0b1100100) + '\x65' + chr(99) + '\157' + chr(0b110110 + 0o56) + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + chr(0b11010 + 0o23) + chr(0b111000)):
oVre8I6UXc3b.x9Wphf4iWuUA[lQow_tdWEUmR] = ROE6qaoRat69(oVre8I6UXc3b.external_brains[lQow_tdWEUmR], IZDa0eFiCSL1[lQow_tdWEUmR], oVre8I6UXc3b.train_model, oVre8I6UXc3b.load_model, oVre8I6UXc3b.seed, oVre8I6UXc3b.run_id)
elif IZDa0eFiCSL1[lQow_tdWEUmR][xafqLlk3kkUe(SXOLrMavuUCe(b'iR\xbe\xcfv\xf2\xb3'), '\144' + chr(0b1000 + 0o135) + chr(0b1100011) + chr(0b10111 + 0o130) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(6310 - 6194) + chr(0b1010111 + 0o17) + '\055' + '\x38')] == xafqLlk3kkUe(SXOLrMavuUCe(b'mP\xb0'), '\144' + chr(0b1011110 + 0o7) + '\143' + '\x6f' + '\x64' + chr(101))(chr(117) + chr(5623 - 5507) + '\x66' + chr(0b11001 + 0o24) + chr(0b10 + 0o66)):
oVre8I6UXc3b.x9Wphf4iWuUA[lQow_tdWEUmR] = Tmeg_j9EIOaT(oVre8I6UXc3b.external_brains[lQow_tdWEUmR], oVre8I6UXc3b.meta_curriculum.brains_to_curriculums[lQow_tdWEUmR].min_lesson_length if oVre8I6UXc3b.meta_curriculum else ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000), 0o10), IZDa0eFiCSL1[lQow_tdWEUmR], oVre8I6UXc3b.train_model, oVre8I6UXc3b.load_model, oVre8I6UXc3b.seed, oVre8I6UXc3b.run_id)
oVre8I6UXc3b.ZYbVp62yzCXi[lQow_tdWEUmR] = oVre8I6UXc3b.trainers[lQow_tdWEUmR].ZYbVp62yzCXi
else:
raise pj33T8RPBPr7(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'IH\xba\x86l\xe5\xa0\xf0\xb7\x7f\xe0\xcc\x12\x84\xba\xcfl\xa9e\xf7R\x90JS\xa5\x81\xefI=\x95J\x1a\xe0\xbe\xcf\x9c\xf2+\xcb\xf0oA\xb6\xc8}\xe5\xe1\xed\xa0j\xf7\xcc\x17\x84\xa6\x89g\xbc$\xfdS\xdeEO'), chr(0b1000001 + 0o43) + chr(0b1001100 + 0o31) + chr(0b110 + 0o135) + chr(0b1101111) + '\144' + chr(8954 - 8853))(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'{O\xad\xcby\xe3'), chr(9387 - 9287) + '\x65' + chr(0b111 + 0o134) + chr(10846 - 10735) + chr(100) + chr(0b1100101))('\x75' + '\164' + '\x66' + '\055' + chr(56)))(lQow_tdWEUmR))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/trainer_controller.py
|
TrainerController._reset_env
|
def _reset_env(self, env: BaseUnityEnvironment):
"""Resets the environment.
Returns:
A Data structure corresponding to the initial reset state of the
environment.
"""
if self.meta_curriculum is not None:
return env.reset(train_mode=self.fast_simulation, config=self.meta_curriculum.get_config())
else:
return env.reset(train_mode=self.fast_simulation)
|
python
|
def _reset_env(self, env: BaseUnityEnvironment):
"""Resets the environment.
Returns:
A Data structure corresponding to the initial reset state of the
environment.
"""
if self.meta_curriculum is not None:
return env.reset(train_mode=self.fast_simulation, config=self.meta_curriculum.get_config())
else:
return env.reset(train_mode=self.fast_simulation)
|
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Resets the environment.
Returns:
A Data structure corresponding to the initial reset state of the
environment.
|
[
"Resets",
"the",
"environment",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/trainer_controller.py#L183-L193
|
train
|
Resets the environment.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b110101) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4871 - 4760) + chr(1955 - 1904) + chr(1253 - 1205) + chr(0b100111 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(12137 - 12026) + chr(1489 - 1439) + chr(0b110011) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(9628 - 9517) + '\063' + chr(0b10 + 0o56) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + '\062' + chr(50) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110010), 27071 - 27063), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(0b110011) + chr(0b110101) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1109 - 1060) + '\x31' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b101011 + 0o6) + '\x34' + chr(0b101011 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(1154 - 1106) + chr(0b1101111) + chr(54) + chr(49), 63852 - 63844), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x32' + chr(52) + chr(347 - 292), 46746 - 46738), ehT0Px3KOsy9(chr(456 - 408) + chr(111) + chr(1430 - 1375) + chr(0b110001 + 0o1), 55616 - 55608), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\067' + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(9713 - 9602) + '\x32' + '\061' + '\066', 3681 - 3673), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\067' + chr(712 - 662), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1011111 + 0o20) + chr(0b11111 + 0o23) + chr(0b110111) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(905 - 857) + chr(111) + '\062' + '\x34' + chr(0b101001 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1070 - 1021) + chr(0b101 + 0o55) + chr(0b101110 + 0o7), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110000) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110010 + 0o4) + '\x33', 0o10), ehT0Px3KOsy9(chr(1107 - 1059) + '\x6f' + chr(0b1100 + 0o52) + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\066' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(0b100001 + 0o22) + chr(0b110001) + chr(2143 - 2090), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10513 - 10402) + '\063' + '\063' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1111 + 0o140) + '\x31' + '\065' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3727 - 3616) + '\063' + chr(48) + chr(578 - 523), 35182 - 35174), ehT0Px3KOsy9('\x30' + chr(3643 - 3532) + '\064' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b110010 + 0o75) + chr(52), 0o10), ehT0Px3KOsy9(chr(101 - 53) + chr(5477 - 5366) + '\x34' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(606 - 556) + chr(53) + chr(1184 - 1135), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5719 - 5608) + chr(49) + chr(0b110010) + chr(1473 - 1422), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + '\062' + chr(0b110100) + '\x33', 3646 - 3638), ehT0Px3KOsy9(chr(48) + chr(111) + chr(577 - 527) + chr(1325 - 1276) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110101), 35323 - 35315), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(2215 - 2166) + '\x34' + chr(716 - 664), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\065', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\065' + '\x32', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(3945 - 3834) + '\x35' + '\x30', 6210 - 6202)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x81'), '\144' + chr(0b1001100 + 0o31) + '\143' + chr(1251 - 1140) + '\144' + chr(0b110100 + 0o61))('\x75' + chr(4024 - 3908) + chr(0b10 + 0o144) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def TyZopme1Up7o(oVre8I6UXc3b, xzsHIGfR8Ip5):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2\xa1B\xfc\x99\xf0o\x9e=\x0cR\xd2V\x8e\xe3'), chr(7428 - 7328) + '\x65' + chr(99) + chr(9877 - 9766) + chr(100) + chr(4682 - 4581))(chr(3306 - 3189) + '\x74' + '\x66' + chr(0b11010 + 0o23) + chr(56))) is not None:
return xafqLlk3kkUe(xzsHIGfR8Ip5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xa1E\xf8\xb2'), '\x64' + chr(9703 - 9602) + chr(99) + '\157' + chr(100) + chr(101))(chr(0b1110101) + chr(0b111 + 0o155) + '\146' + chr(45) + '\x38'))(train_mode=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\xa5E\xe9\x99\xe0s\x81:\tP\xd3S\x94\xe0'), '\144' + chr(101) + '\143' + '\157' + chr(0b1100100) + chr(0b110 + 0o137))('\165' + chr(8702 - 8586) + chr(0b11110 + 0o110) + chr(0b101101) + '\x38')), config=xafqLlk3kkUe(oVre8I6UXc3b.meta_curriculum, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xa1B\xc2\xa5\xfct\x8a&\x02'), '\x64' + chr(0b1100101) + chr(4036 - 3937) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(10244 - 10127) + '\x74' + '\x66' + chr(423 - 378) + chr(56)))())
else:
return xafqLlk3kkUe(xzsHIGfR8Ip5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xa1E\xf8\xb2'), chr(0b100 + 0o140) + chr(101) + chr(8032 - 7933) + '\157' + '\144' + '\145')(chr(4888 - 4771) + '\164' + chr(0b111010 + 0o54) + chr(0b101101) + chr(2763 - 2707)))(train_mode=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\xa5E\xe9\x99\xe0s\x81:\tP\xd3S\x94\xe0'), chr(100) + '\145' + chr(0b0 + 0o143) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\x74' + '\x66' + chr(0b100110 + 0o7) + chr(0b110000 + 0o10))))
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/socket_communicator.py
|
SocketCommunicator.close
|
def close(self):
"""
Sends a shutdown signal to the unity environment, and closes the socket connection.
"""
if self._socket is not None and self._conn is not None:
message_input = UnityMessage()
message_input.header.status = 400
self._communicator_send(message_input.SerializeToString())
if self._socket is not None:
self._socket.close()
self._socket = None
if self._socket is not None:
self._conn.close()
self._conn = None
|
python
|
def close(self):
"""
Sends a shutdown signal to the unity environment, and closes the socket connection.
"""
if self._socket is not None and self._conn is not None:
message_input = UnityMessage()
message_input.header.status = 400
self._communicator_send(message_input.SerializeToString())
if self._socket is not None:
self._socket.close()
self._socket = None
if self._socket is not None:
self._conn.close()
self._conn = None
|
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"(",
")",
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"=",
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] |
Sends a shutdown signal to the unity environment, and closes the socket connection.
|
[
"Sends",
"a",
"shutdown",
"signal",
"to",
"the",
"unity",
"environment",
"and",
"closes",
"the",
"socket",
"connection",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/socket_communicator.py#L84-L97
|
train
|
Closes the unity environment and closes the socket connection.
|
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(0b1000010 + 0o55) + chr(0b110010) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(6525 - 6414) + '\061' + chr(322 - 271) + '\x31', 6346 - 6338), ehT0Px3KOsy9(chr(561 - 513) + chr(0b11111 + 0o120) + chr(233 - 183) + chr(0b101110 + 0o2) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2013 - 1964) + chr(1277 - 1222) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2296 - 2246) + chr(0b1 + 0o65) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(520 - 466) + chr(2214 - 2163), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\067' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b100000 + 0o21) + '\066', 0o10), ehT0Px3KOsy9(chr(1180 - 1132) + chr(3434 - 3323) + chr(0b111 + 0o52) + '\065' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(389 - 341) + chr(111) + chr(1017 - 967) + chr(1426 - 1377) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(54) + chr(48), 17253 - 17245), ehT0Px3KOsy9(chr(1185 - 1137) + '\x6f' + chr(348 - 298) + '\062' + chr(390 - 341), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10011 + 0o40) + chr(0b11000 + 0o35) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(0b110001) + chr(0b100 + 0o63) + '\064', 25253 - 25245), ehT0Px3KOsy9('\x30' + chr(1897 - 1786) + chr(49) + chr(0b11 + 0o55) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11947 - 11836) + '\x32' + '\064' + chr(2195 - 2145), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(2211 - 2163) + chr(0b1000 + 0o56), 12023 - 12015), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b10010 + 0o45) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110011) + '\x35', 22758 - 22750), ehT0Px3KOsy9(chr(1795 - 1747) + chr(0b1101111) + chr(0b1101 + 0o45) + chr(0b110110) + chr(0b10101 + 0o37), 8), ehT0Px3KOsy9(chr(0b110000) + chr(9141 - 9030) + chr(51) + chr(52) + '\x32', 37450 - 37442), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + chr(0b110010) + chr(0b100101 + 0o17) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110001) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(667 - 617) + chr(0b110100) + '\062', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110000 + 0o5) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(727 - 616) + chr(1750 - 1699) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + chr(51) + '\x30' + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\066' + chr(568 - 520), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10952 - 10841) + chr(2235 - 2184) + '\061' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(450 - 401) + chr(0b100111 + 0o16) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10110 + 0o33) + '\x34' + chr(0b11111 + 0o22), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110110) + '\x30', 8), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110101) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(50) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(951 - 900) + chr(0b11101 + 0o31) + chr(762 - 710), 32292 - 32284), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + chr(2069 - 2015) + chr(1048 - 999), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(0b101100 + 0o5) + chr(0b101101 + 0o7) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10011 + 0o40) + '\x35', 8), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\x32' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(7250 - 7139) + chr(2119 - 2065) + chr(0b110111), 35968 - 35960)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1977 - 1929) + chr(0b1101111) + chr(0b10000 + 0o45) + '\x30', 40057 - 40049)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'8'), chr(100) + '\145' + chr(99) + chr(0b1101111) + '\x64' + '\145')(chr(772 - 655) + chr(0b11110 + 0o126) + '\x66' + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MkcqzDT3iB5h(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'I*\xec\x1c\xdfV\x0e'), chr(9675 - 9575) + '\145' + chr(0b1010 + 0o131) + '\x6f' + chr(5649 - 5549) + chr(101))('\x75' + '\164' + chr(0b11100 + 0o112) + chr(0b101101) + '\x38')) is not None and xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'I:\xec\x11\xda'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(8392 - 8281) + chr(100) + '\x65')(chr(0b10000 + 0o145) + chr(0b1110100) + '\x66' + '\055' + '\070')) is not None:
QqfLCtej5WW2 = evyIoqiRJ4tY()
QqfLCtej5WW2.header.vBsMWH4gAEfy = ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(0b110110) + '\062' + chr(0b110000), 0o10)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'I:\xec\x12\xd9F\x14\xe7\t\xee\x04\xfe\x9d#1\xc7\xe8\xdf'), '\144' + '\x65' + chr(99) + chr(0b1001011 + 0o44) + '\x64' + chr(101))(chr(0b101110 + 0o107) + '\164' + chr(0b1100110) + '\x2d' + chr(56)))(xafqLlk3kkUe(QqfLCtej5WW2, xafqLlk3kkUe(SXOLrMavuUCe(b'E<\xf1\x16\xd5_\x13\xf4\x0f\xdb\x1f\xc2\x9b\x0e+\xcc\xe1'), chr(100) + chr(101) + chr(99) + '\157' + chr(6088 - 5988) + chr(101))('\x75' + '\164' + chr(0b10010 + 0o124) + chr(0b11011 + 0o22) + chr(0b11 + 0o65)))())
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'I*\xec\x1c\xdfV\x0e'), chr(0b1110 + 0o126) + chr(101) + '\x63' + '\x6f' + '\144' + '\145')(chr(117) + '\x74' + chr(3964 - 3862) + chr(0b1000 + 0o45) + chr(56))) is not None:
xafqLlk3kkUe(oVre8I6UXc3b._socket, xafqLlk3kkUe(SXOLrMavuUCe(b'u5\xec\x0c\xd1'), '\144' + chr(0b10101 + 0o120) + chr(2927 - 2828) + chr(0b10011 + 0o134) + chr(100) + chr(101))('\x75' + chr(116) + '\146' + chr(0b10111 + 0o26) + chr(0b111000)))()
oVre8I6UXc3b.vCqxevoAhIX_ = None
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'`\x1a\xf2\x07\xd1E\x15\xcf\x02\xc6(\xce'), chr(0b1100100) + '\145' + chr(0b1000110 + 0o35) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + chr(0b11000 + 0o25) + chr(56))) is not None:
xafqLlk3kkUe(oVre8I6UXc3b._conn, xafqLlk3kkUe(SXOLrMavuUCe(b'u5\xec\x0c\xd1'), '\144' + chr(7631 - 7530) + chr(0b1100011) + chr(0b1101111) + chr(0b1011011 + 0o11) + chr(101))('\165' + '\x74' + chr(102) + '\x2d' + '\x38'))()
oVre8I6UXc3b.GYv5dOnuXFPS = None
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/barracuda.py
|
fuse_batchnorm_weights
|
def fuse_batchnorm_weights(gamma, beta, mean, var, epsilon):
# https://github.com/Tencent/ncnn/blob/master/src/layer/batchnorm.cpp
""" float sqrt_var = sqrt(var_data[i]);
a_data[i] = bias_data[i] - slope_data[i] * mean_data[i] / sqrt_var;
b_data[i] = slope_data[i] / sqrt_var;
...
ptr[i] = b * ptr[i] + a;
"""
scale = gamma / np.sqrt(var + epsilon)
bias = beta - gamma * mean / np.sqrt(var + epsilon)
return [scale, bias]
|
python
|
def fuse_batchnorm_weights(gamma, beta, mean, var, epsilon):
# https://github.com/Tencent/ncnn/blob/master/src/layer/batchnorm.cpp
""" float sqrt_var = sqrt(var_data[i]);
a_data[i] = bias_data[i] - slope_data[i] * mean_data[i] / sqrt_var;
b_data[i] = slope_data[i] / sqrt_var;
...
ptr[i] = b * ptr[i] + a;
"""
scale = gamma / np.sqrt(var + epsilon)
bias = beta - gamma * mean / np.sqrt(var + epsilon)
return [scale, bias]
|
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] |
float sqrt_var = sqrt(var_data[i]);
a_data[i] = bias_data[i] - slope_data[i] * mean_data[i] / sqrt_var;
b_data[i] = slope_data[i] / sqrt_var;
...
ptr[i] = b * ptr[i] + a;
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/barracuda.py#L63-L73
|
train
|
Fuse the batchnorm weights to compute the scale and bias of the current log - likelihood.
|
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' + '\062' + chr(50) + chr(0b101100 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5932 - 5821) + '\x33' + chr(52) + chr(2409 - 2354), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\060', 21266 - 21258), ehT0Px3KOsy9(chr(1965 - 1917) + '\x6f' + chr(192 - 141) + chr(53) + chr(0b110001), 42016 - 42008), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b110011) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(48) + chr(0b110100), 29765 - 29757), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110011) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\x33' + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(120 - 67) + chr(0b110010), 64518 - 64510), ehT0Px3KOsy9('\x30' + chr(4221 - 4110) + chr(1586 - 1532) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2405 - 2351) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(53), 0o10), ehT0Px3KOsy9(chr(466 - 418) + chr(111) + chr(0b111 + 0o53) + chr(0b101000 + 0o12) + '\x32', 44299 - 44291), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(9578 - 9467) + '\x33' + '\x30' + chr(1456 - 1401), 60126 - 60118), ehT0Px3KOsy9(chr(1944 - 1896) + chr(111) + chr(854 - 805) + '\063' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\062' + chr(1936 - 1886), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(0b11001 + 0o32) + chr(0b10110 + 0o34) + chr(50), 8), ehT0Px3KOsy9(chr(48) + chr(4775 - 4664) + chr(0b110011) + chr(311 - 260) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(931 - 883) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(887 - 776) + chr(50) + chr(0b11011 + 0o31) + chr(946 - 891), 17593 - 17585), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100) + chr(0b1100 + 0o51), 63945 - 63937), ehT0Px3KOsy9('\060' + chr(3645 - 3534) + '\x34' + '\x33', 54753 - 54745), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(2270 - 2221) + chr(0b110110) + chr(1877 - 1828), 26640 - 26632), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b110001) + '\x33' + chr(1877 - 1828), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(52) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + chr(0b110011) + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011011 + 0o24) + chr(2627 - 2572) + chr(0b110110), 14300 - 14292), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + '\062' + '\x33' + '\061', 34547 - 34539), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(1168 - 1117) + chr(2022 - 1972), 0o10), ehT0Px3KOsy9(chr(737 - 689) + '\x6f' + '\063' + chr(0b1111 + 0o45) + chr(0b110110), 35984 - 35976), ehT0Px3KOsy9(chr(48) + chr(0b1101100 + 0o3) + chr(0b1001 + 0o52) + '\x32' + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\067' + '\065', 47496 - 47488), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\x37' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(6080 - 5969) + '\062' + chr(221 - 172) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(368 - 318) + chr(0b110011 + 0o3), 0o10), ehT0Px3KOsy9(chr(622 - 574) + '\157' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + chr(1314 - 1264) + '\x37' + '\063', 22074 - 22066), ehT0Px3KOsy9(chr(1677 - 1629) + chr(111) + chr(51) + chr(54) + chr(524 - 469), 0o10), ehT0Px3KOsy9(chr(2255 - 2207) + chr(712 - 601) + '\063' + chr(580 - 531) + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o23) + chr(2940 - 2885) + '\x32', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(490 - 442) + '\157' + chr(0b110101) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9'), chr(0b1100100) + chr(0b1001001 + 0o34) + chr(99) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(13453 - 13337) + '\146' + chr(1369 - 1324) + chr(331 - 275)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OmaFL5kENE5y(nfeH4ZtvQXsW, FjcovgoHM1LG, aJhItC_Vawlw, l38lb8xQZNsE, Xtig2zAKpR0T):
xjPLimsZRgb9 = nfeH4ZtvQXsW / WqUC3KWvYVup.sqrt(l38lb8xQZNsE + Xtig2zAKpR0T)
IKTrMTySqz10 = FjcovgoHM1LG - nfeH4ZtvQXsW * aJhItC_Vawlw / WqUC3KWvYVup.sqrt(l38lb8xQZNsE + Xtig2zAKpR0T)
return [xjPLimsZRgb9, IKTrMTySqz10]
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/barracuda.py
|
rnn
|
def rnn(name, input, state, kernel, bias, new_state, number_of_gates = 2):
''' - Ht = f(Xt*Wi + Ht_1*Ri + Wbi + Rbi)
'''
nn = Build(name)
nn.tanh(
nn.mad(kernel=kernel, bias=bias,
x=nn.concat(input, state)),
out=new_state);
return nn.layers;
|
python
|
def rnn(name, input, state, kernel, bias, new_state, number_of_gates = 2):
''' - Ht = f(Xt*Wi + Ht_1*Ri + Wbi + Rbi)
'''
nn = Build(name)
nn.tanh(
nn.mad(kernel=kernel, bias=bias,
x=nn.concat(input, state)),
out=new_state);
return nn.layers;
|
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] |
- Ht = f(Xt*Wi + Ht_1*Ri + Wbi + Rbi)
|
[
"-",
"Ht",
"=",
"f",
"(",
"Xt",
"*",
"Wi",
"+",
"Ht_1",
"*",
"Ri",
"+",
"Wbi",
"+",
"Rbi",
")"
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/barracuda.py#L309-L318
|
train
|
This function computes the RNN.
|
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(0b110100) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1508 - 1459) + '\067' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(969 - 921) + chr(0b1101111) + chr(0b110111) + chr(0b11001 + 0o36), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101011 + 0o4) + chr(0b10001 + 0o42) + chr(54) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b10 + 0o60) + chr(52), 28074 - 28066), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(4632 - 4521) + chr(0b110100) + '\067', 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + '\x33' + chr(0b11100 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\061' + chr(0b101111 + 0o3) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(459 - 411) + '\157' + chr(49) + '\x33' + chr(1991 - 1939), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1372 - 1261) + '\063' + chr(51) + '\x31', 2582 - 2574), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(240 - 190) + chr(1353 - 1300) + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(156 - 105) + chr(753 - 701) + chr(55), 41879 - 41871), ehT0Px3KOsy9('\060' + chr(6139 - 6028) + chr(49) + chr(0b10 + 0o63), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b111110 + 0o61) + chr(51) + chr(0b101110 + 0o11) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011 + 0o3), 24449 - 24441), ehT0Px3KOsy9(chr(215 - 167) + '\157' + chr(251 - 201) + '\067' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(228 - 177) + chr(0b110110) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(2354 - 2305) + chr(2235 - 2182) + chr(0b100100 + 0o14), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(259 - 208) + '\x31' + chr(0b110000 + 0o3), 58419 - 58411), ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + chr(0b10110 + 0o41) + '\x32', 34056 - 34048), ehT0Px3KOsy9(chr(388 - 340) + chr(0b1101111) + chr(49) + chr(0b101011 + 0o10) + chr(0b11011 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + '\x32' + chr(0b11101 + 0o27) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1937 - 1888) + '\x34' + chr(0b100010 + 0o24), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b100110 + 0o21) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7342 - 7231) + '\062' + chr(52) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063', 20895 - 20887), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(11782 - 11671) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b11010 + 0o33) + '\x37', 64428 - 64420), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b100111 + 0o12) + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(9813 - 9702) + '\x31' + chr(2465 - 2410) + '\x36', 29339 - 29331), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100000 + 0o27) + chr(907 - 856), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b110001 + 0o76) + '\x33' + '\065' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1270 - 1222) + chr(0b1101111) + chr(0b110110) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10715 - 10604) + chr(1975 - 1926) + chr(49) + '\060', 37995 - 37987), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110011), 8033 - 8025), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(0b100001 + 0o21) + chr(412 - 361) + chr(713 - 658), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o4) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2184 - 2131) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b101110 + 0o6) + '\x33', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2594 - 2541) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\t'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(11305 - 11188) + '\x74' + chr(0b1100110) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eUZVyBXfzBUn(AIvJRzLdDfgF, Y3jVKaC8LEDU, KKFQISrGeiAm, iaILEoszmqXb, IKTrMTySqz10, bzRb0v_p_rjD, nN7h5iui_ngR=ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + chr(984 - 934), 8)):
YGzaUG18aF1F = mdZoNxma_0d5(AIvJRzLdDfgF)
xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'S\x19Q\x9d'), '\144' + chr(0b1010111 + 0o16) + '\143' + chr(0b1101111) + '\144' + chr(101))(chr(0b100010 + 0o123) + '\164' + chr(0b1100110) + chr(0b10101 + 0o30) + chr(0b11011 + 0o35)))(xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'}\x01q\xc4\xd3DO\x14\x14\xba\xc8\xb5'), '\x64' + chr(101) + chr(99) + '\x6f' + chr(0b110110 + 0o56) + chr(0b1100101))(chr(0b1011000 + 0o35) + '\x74' + chr(0b11111 + 0o107) + chr(272 - 227) + '\x38'))(kernel=iaILEoszmqXb, bias=IKTrMTySqz10, x=xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'D\x17Q\x96\xf5S'), chr(100) + '\x65' + chr(99) + chr(0b1100100 + 0o13) + chr(100) + chr(0b1100101))(chr(117) + chr(1677 - 1561) + '\x66' + '\x2d' + '\070'))(Y3jVKaC8LEDU, KKFQISrGeiAm)), out=bzRb0v_p_rjD)
return xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'T?V\xc0\xd5Vtdo\x94\xcd\x9e'), chr(100) + chr(5977 - 5876) + chr(0b1011101 + 0o6) + chr(0b1011011 + 0o24) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + '\070'))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/barracuda.py
|
gru
|
def gru(name, input, state, kernel_r, kernel_u, kernel_c, bias_r, bias_u, bias_c, new_state, number_of_gates = 2):
''' - zt = f(Xt*Wz + Ht_1*Rz + Wbz + Rbz)
- rt = f(Xt*Wr + Ht_1*Rr + Wbr + Rbr)
- ht = g(Xt*Wh + (rt . Ht_1)*Rh + Rbh + Wbh)
- Ht = (1-zt).ht + zt.Ht_1
'''
nn = Build(name)
inputs = nn.concat(input, state)
u = nn.sigmoid(nn.mad(inputs, kernel_u, bias_u))
r = nn.sigmoid(nn.mad(inputs, kernel_r, bias_r))
r_state = nn.mul(r, state)
c = nn.tanh(nn.mad(kernel=kernel_c, bias=bias_c,
x=nn.concat(input, r_state)))
# new_h = u' * state + (1 - u') * c'
# = u' * state + c' - u' * c'
# u' * state + c'
nn.add(nn.mul(u, state), c)
# - u' * c'
nn.sub(nn._, nn.mul(u, c),
out=new_state)
return nn.layers;
|
python
|
def gru(name, input, state, kernel_r, kernel_u, kernel_c, bias_r, bias_u, bias_c, new_state, number_of_gates = 2):
''' - zt = f(Xt*Wz + Ht_1*Rz + Wbz + Rbz)
- rt = f(Xt*Wr + Ht_1*Rr + Wbr + Rbr)
- ht = g(Xt*Wh + (rt . Ht_1)*Rh + Rbh + Wbh)
- Ht = (1-zt).ht + zt.Ht_1
'''
nn = Build(name)
inputs = nn.concat(input, state)
u = nn.sigmoid(nn.mad(inputs, kernel_u, bias_u))
r = nn.sigmoid(nn.mad(inputs, kernel_r, bias_r))
r_state = nn.mul(r, state)
c = nn.tanh(nn.mad(kernel=kernel_c, bias=bias_c,
x=nn.concat(input, r_state)))
# new_h = u' * state + (1 - u') * c'
# = u' * state + c' - u' * c'
# u' * state + c'
nn.add(nn.mul(u, state), c)
# - u' * c'
nn.sub(nn._, nn.mul(u, c),
out=new_state)
return nn.layers;
|
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] |
- zt = f(Xt*Wz + Ht_1*Rz + Wbz + Rbz)
- rt = f(Xt*Wr + Ht_1*Rr + Wbr + Rbr)
- ht = g(Xt*Wh + (rt . Ht_1)*Rh + Rbh + Wbh)
- Ht = (1-zt).ht + zt.Ht_1
|
[
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/barracuda.py#L320-L345
|
train
|
GRU 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('\060' + chr(111) + '\062' + chr(49) + chr(53), 31426 - 31418), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b100001 + 0o22) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o54) + '\x30' + chr(0b110100), 49353 - 49345), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(50) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1152 - 1102) + chr(0b100 + 0o55) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b110111) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\060' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(69 - 21) + '\157' + chr(2103 - 2052) + chr(1020 - 971) + chr(54), 38073 - 38065), ehT0Px3KOsy9(chr(0b110000) + chr(8331 - 8220) + chr(50) + chr(1735 - 1684) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(0b110010) + chr(0b100 + 0o61) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1045 - 994) + '\063' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(54) + chr(55), 62233 - 62225), ehT0Px3KOsy9(chr(0b110000) + chr(2430 - 2319) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\x33' + chr(50), 8), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + '\061' + chr(0b110001) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1100 + 0o143) + chr(833 - 782) + '\x32' + chr(51), 13085 - 13077), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2450 - 2339) + '\x33', 0b1000), ehT0Px3KOsy9(chr(709 - 661) + '\x6f' + chr(49) + chr(0b110011) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(0b101011 + 0o7) + chr(0b1011 + 0o51) + '\x34', 0o10), ehT0Px3KOsy9(chr(224 - 176) + '\157' + chr(50) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\064' + chr(2728 - 2675), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(756 - 707) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2683 - 2572) + '\061' + chr(48) + chr(0b110001), 19575 - 19567), ehT0Px3KOsy9(chr(2047 - 1999) + chr(111) + '\061' + chr(0b11101 + 0o27) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x30', 8), ehT0Px3KOsy9('\060' + chr(5126 - 5015) + chr(1257 - 1206) + chr(54) + '\x35', 0o10), ehT0Px3KOsy9(chr(64 - 16) + chr(0b1101111) + chr(0b110011) + chr(54) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110111 + 0o70) + chr(0b110000 + 0o2) + chr(0b110100) + chr(1032 - 978), 52390 - 52382), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b110010) + chr(0b1010 + 0o54) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110111) + chr(0b0 + 0o66), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(0b110011) + '\x35' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3936 - 3825) + '\x34' + chr(0b110100), 43899 - 43891), ehT0Px3KOsy9('\060' + '\157' + chr(55) + chr(0b101 + 0o57), 0o10), ehT0Px3KOsy9(chr(2088 - 2040) + '\x6f' + chr(0b100001 + 0o23) + chr(0b110000 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101010 + 0o15) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + '\062' + '\067' + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + chr(51), 0b1000), ehT0Px3KOsy9(chr(833 - 785) + '\x6f' + '\x31' + chr(0b10110 + 0o37) + chr(0b10001 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100010 + 0o21) + '\061' + '\x37', 37572 - 37564)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3'), '\x64' + chr(3020 - 2919) + '\x63' + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(924 - 808) + chr(7657 - 7555) + chr(0b101101) + chr(1887 - 1831)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xqcy3EhAf3SW(AIvJRzLdDfgF, Y3jVKaC8LEDU, KKFQISrGeiAm, z7nmHJee8Pda, MBYdz99r3EpL, MNeOiAS0Wcu3, IB4HAqb2Fcrb, AkU9FoyEh_Vm, gL7Leb7fglEh, bzRb0v_p_rjD, nN7h5iui_ngR=ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062', 0b1000)):
YGzaUG18aF1F = mdZoNxma_0d5(AIvJRzLdDfgF)
vXoupepMtCXU = YGzaUG18aF1F.concat(Y3jVKaC8LEDU, KKFQISrGeiAm)
SkdK71rGR8E7 = YGzaUG18aF1F.sigmoid(YGzaUG18aF1F.ZyN1GcWBHcdR(vXoupepMtCXU, MBYdz99r3EpL, AkU9FoyEh_Vm))
JWG5qApaeJkp = YGzaUG18aF1F.sigmoid(YGzaUG18aF1F.ZyN1GcWBHcdR(vXoupepMtCXU, z7nmHJee8Pda, IB4HAqb2Fcrb))
x1WVJjhHTBAE = YGzaUG18aF1F.mul(JWG5qApaeJkp, KKFQISrGeiAm)
qzn1Ctg9WgNh = YGzaUG18aF1F.tanh(YGzaUG18aF1F.ZyN1GcWBHcdR(kernel=MNeOiAS0Wcu3, bias=gL7Leb7fglEh, x=YGzaUG18aF1F.concat(Y3jVKaC8LEDU, x1WVJjhHTBAE)))
xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xec> '), chr(0b1000111 + 0o35) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')(chr(117) + '\x74' + chr(0b1100110) + chr(45) + chr(1323 - 1267)))(xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0/('), chr(100) + chr(9556 - 9455) + chr(853 - 754) + chr(0b110101 + 0o72) + '\x64' + '\x65')(chr(0b1110101) + '\164' + chr(5264 - 5162) + '\055' + chr(0b101100 + 0o14)))(SkdK71rGR8E7, KKFQISrGeiAm), qzn1Ctg9WgNh)
xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe/&'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')('\165' + chr(116) + chr(5955 - 5853) + '\055' + '\070'))(xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\x14\x03G\xefv\xd7\x88\xcd\xd8\xa9\x98'), chr(936 - 836) + '\145' + '\143' + chr(0b1010000 + 0o37) + '\144' + '\145')(chr(10781 - 10664) + chr(0b1110100) + '\146' + '\055' + '\x38')), xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0/('), '\x64' + '\145' + chr(0b101 + 0o136) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b111001 + 0o73) + chr(0b11 + 0o143) + '\055' + chr(724 - 668)))(SkdK71rGR8E7, qzn1Ctg9WgNh), out=bzRb0v_p_rjD)
return xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\x1d-#\xcaO\xe8\xfc\xae\xe7\xbb\x8e'), chr(0b1000010 + 0o42) + chr(0b1100101) + chr(2033 - 1934) + chr(0b1101111) + chr(0b1100100) + '\145')('\x75' + '\x74' + chr(0b101010 + 0o74) + chr(45) + '\x38'))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/barracuda.py
|
lstm
|
def lstm(name, input, state_c, state_h, kernel_i, kernel_j, kernel_f, kernel_o, bias_i, bias_j, bias_f, bias_o, new_state_c, new_state_h):
''' Full:
- it = f(Xt*Wi + Ht_1*Ri + Pi . Ct_1 + Wbi + Rbi)
- ft = f(Xt*Wf + Ht_1*Rf + Pf . Ct_1 + Wbf + Rbf)
- ct = g(Xt*Wc + Ht_1*Rc + Wbc + Rbc)
- Ct = ft . Ct_1 + it . ct
- ot = f(Xt*Wo + Ht_1*Ro + Po . Ct + Wbo + Rbo)
- Ht = ot . h(Ct)
'''
''' No peephole:
- it = f(Xt*Wi + Ht_1*Ri + Wbi + Rbi)
- ft = f(Xt*Wf + Ht_1*Rf + Wbf + Rbf)
- ct = g(Xt*Wc + Ht_1*Rc + Wbc + Rbc)
- Ct = ft . Ct_ + it . ct
- ot = f(Xt*Wo + Ht_1*Ro + Wbo + Rbo)
- Ht = ot . h(Ct)
'''
nn = Build(name)
inputs = nn.concat(input, state_h)
i = nn.sigmoid(nn.mad(x=inputs, kernel=kernel_i, bias=bias_i))
j = nn.tanh(nn.mad(inputs, kernel_j, bias_j))
f = nn.sigmoid(nn.mad(inputs, kernel_f, bias_f))
o = nn.sigmoid(nn.mad(inputs, kernel_o, bias_o))
# new_c = state_c * f' + i' * j'
nn.add(
nn.mul(state_c, f), nn.mul(i, j),
out=new_state_c)
# new_h =
nn.mul(o, nn.tanh(new_state_c),
out=new_state_h)
return nn.layers
|
python
|
def lstm(name, input, state_c, state_h, kernel_i, kernel_j, kernel_f, kernel_o, bias_i, bias_j, bias_f, bias_o, new_state_c, new_state_h):
''' Full:
- it = f(Xt*Wi + Ht_1*Ri + Pi . Ct_1 + Wbi + Rbi)
- ft = f(Xt*Wf + Ht_1*Rf + Pf . Ct_1 + Wbf + Rbf)
- ct = g(Xt*Wc + Ht_1*Rc + Wbc + Rbc)
- Ct = ft . Ct_1 + it . ct
- ot = f(Xt*Wo + Ht_1*Ro + Po . Ct + Wbo + Rbo)
- Ht = ot . h(Ct)
'''
''' No peephole:
- it = f(Xt*Wi + Ht_1*Ri + Wbi + Rbi)
- ft = f(Xt*Wf + Ht_1*Rf + Wbf + Rbf)
- ct = g(Xt*Wc + Ht_1*Rc + Wbc + Rbc)
- Ct = ft . Ct_ + it . ct
- ot = f(Xt*Wo + Ht_1*Ro + Wbo + Rbo)
- Ht = ot . h(Ct)
'''
nn = Build(name)
inputs = nn.concat(input, state_h)
i = nn.sigmoid(nn.mad(x=inputs, kernel=kernel_i, bias=bias_i))
j = nn.tanh(nn.mad(inputs, kernel_j, bias_j))
f = nn.sigmoid(nn.mad(inputs, kernel_f, bias_f))
o = nn.sigmoid(nn.mad(inputs, kernel_o, bias_o))
# new_c = state_c * f' + i' * j'
nn.add(
nn.mul(state_c, f), nn.mul(i, j),
out=new_state_c)
# new_h =
nn.mul(o, nn.tanh(new_state_c),
out=new_state_h)
return nn.layers
|
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] |
Full:
- it = f(Xt*Wi + Ht_1*Ri + Pi . Ct_1 + Wbi + Rbi)
- ft = f(Xt*Wf + Ht_1*Rf + Pf . Ct_1 + Wbf + Rbf)
- ct = g(Xt*Wc + Ht_1*Rc + Wbc + Rbc)
- Ct = ft . Ct_1 + it . ct
- ot = f(Xt*Wo + Ht_1*Ro + Po . Ct + Wbo + Rbo)
- Ht = ot . h(Ct)
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/barracuda.py#L347-L383
|
train
|
This function builds a list of states for the LSTM 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('\060' + '\x6f' + '\x37' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + '\x32' + chr(49) + chr(0b110111), 59393 - 59385), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x33' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(7474 - 7363) + '\x33' + chr(0b11010 + 0o35) + '\064', 38828 - 38820), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + '\x31' + '\x32' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1144 - 1091) + '\061', 13809 - 13801), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\062' + chr(0b110110), 16561 - 16553), ehT0Px3KOsy9(chr(1367 - 1319) + '\157' + chr(0b110010) + chr(50) + chr(0b1000 + 0o50), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(2465 - 2412) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + '\x37' + chr(0b100011 + 0o22), 46926 - 46918), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(52) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110001) + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x37' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1155 - 1104) + chr(0b110010 + 0o2) + chr(1865 - 1811), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(970 - 920) + chr(0b10000 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1611 - 1557) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(520 - 471) + '\067' + chr(986 - 938), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(2194 - 2146), 39882 - 39874), ehT0Px3KOsy9(chr(718 - 670) + chr(0b1010011 + 0o34) + chr(51) + chr(0b10110 + 0o34) + chr(1791 - 1741), 50201 - 50193), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1011110 + 0o21) + '\x37' + chr(0b1000 + 0o55), 8), ehT0Px3KOsy9(chr(1497 - 1449) + '\x6f' + '\x32' + chr(364 - 315) + '\062', 33575 - 33567), ehT0Px3KOsy9('\060' + chr(12300 - 12189) + '\067' + chr(54), 0b1000), ehT0Px3KOsy9(chr(869 - 821) + chr(10493 - 10382) + chr(1904 - 1855) + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1473 - 1422) + chr(54) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110000 + 0o7) + chr(0b10110 + 0o41), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100111 + 0o13) + '\x30' + chr(0b110110), 20496 - 20488), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(622 - 568) + '\062', 38403 - 38395), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011100 + 0o23) + '\x37' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b101011 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b100110 + 0o111) + chr(1850 - 1801) + chr(0b11010 + 0o27) + chr(51), 0o10), ehT0Px3KOsy9(chr(2142 - 2094) + chr(111) + '\x36' + chr(49), 0b1000), ehT0Px3KOsy9(chr(1005 - 957) + '\x6f' + chr(49) + '\063' + chr(0b100101 + 0o17), 8), ehT0Px3KOsy9('\x30' + '\157' + '\064' + chr(0b0 + 0o64), ord("\x08")), ehT0Px3KOsy9(chr(1408 - 1360) + chr(111) + '\061' + chr(2287 - 2233) + chr(1878 - 1828), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(49) + '\063' + '\065', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\062' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\064' + chr(1439 - 1385), 0b1000), ehT0Px3KOsy9(chr(298 - 250) + '\157' + chr(0b110101) + chr(1868 - 1817), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b110001) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1743 - 1695) + chr(9226 - 9115) + '\x33' + '\067', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + '\065' + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x14'), chr(0b10101 + 0o117) + '\x65' + chr(3532 - 3433) + chr(0b111000 + 0o67) + '\x64' + chr(2179 - 2078))('\x75' + '\164' + chr(102) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def M4FLVuacvPuQ(AIvJRzLdDfgF, Y3jVKaC8LEDU, hBF80q_FvMYL, GmW4hHmZR_0w, lcHkYryxMyEj, jeb7YpYwl5jS, Q8bV34cR0qAt, ezDzOUWwEc4w, p9T6yNISlj0f, uv7r8mps2pPQ, yvQdD9ppgl47, F9faOLoA41i4, EXOQdlfJFR2H, h5Yj6JOYQia6):
xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xc13\xdc#L3\xe0CR\xcf\x1e\x01\xec\xb5\x10X(\xff\x1d\xe3JK\xce\xdf\xe0\xda`daf5\x04Y}\x1fRt\xb85h\xe6|\xd7s~4\xf9\x0b\x16\x83)Y\x8f\xbc:X(\xf2\x1d\xa7\x1e\r\x87\xdf\xbb\xd2^8\x13Evs\x14}|\x06c\xfd@\x0b\xa5\x0e\x9as\x02v\xc7I[\x83P\x1b\xb4\xf7VQ\x02\xf2\x1d\xaa\x1eF\xd3\x9c\xf2\xd2\x050,\x19\x04PX\n4\x06\x00\xa9WN\xd0m\xd6\x01Jv\xbb\x0bj\xc1\x18\x1b\xcd\xb5b\x1ak\xfb7\xaa\x1eK\xd3\xd2\xa6\xb1L0v\x11|\x04\x14)w\x08\x0b\xcake\xaf|\xd7s@"\xb0\x05\x1d\xc0\x0f1\xc6\xb5\x10X%\xf2R\xfe\x1eV\xd3\x99\xae\xaaL:\x1c^|\x0fR\x15#y\x1a\xa3MU\xafw\xdc\x04K9\xb0\x00\x1d\xf1\x19T\xcf\x9f\x10X(\xf2\x10\xaav\x1f\xd3\xc2\xa6\xd2\x18\x7f?\x11r\x04\x1au\x14R\x02\x83?\x1a\xaf|'), chr(100) + '\x65' + '\143' + chr(2020 - 1909) + chr(100) + chr(0b1100101))('\x75' + '\x74' + chr(0b101000 + 0o76) + chr(255 - 210) + '\070')
YGzaUG18aF1F = mdZoNxma_0d5(AIvJRzLdDfgF)
vXoupepMtCXU = YGzaUG18aF1F.concat(Y3jVKaC8LEDU, GmW4hHmZR_0w)
WVxHKyX45z_L = YGzaUG18aF1F.sigmoid(YGzaUG18aF1F.ZyN1GcWBHcdR(x=vXoupepMtCXU, kernel=lcHkYryxMyEj, bias=p9T6yNISlj0f))
tlORBuYsiw3X = YGzaUG18aF1F.tanh(YGzaUG18aF1F.ZyN1GcWBHcdR(vXoupepMtCXU, jeb7YpYwl5jS, uv7r8mps2pPQ))
EGyt1xfPT1P6 = YGzaUG18aF1F.sigmoid(YGzaUG18aF1F.ZyN1GcWBHcdR(vXoupepMtCXU, Q8bV34cR0qAt, yvQdD9ppgl47))
gb6ab8SSTLgq = YGzaUG18aF1F.sigmoid(YGzaUG18aF1F.ZyN1GcWBHcdR(vXoupepMtCXU, ezDzOUWwEc4w, F9faOLoA41i4))
xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'[\xeb8'), '\x64' + chr(2520 - 2419) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))('\165' + '\164' + '\x66' + chr(45) + chr(0b11111 + 0o31)))(xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'W\xfa0'), chr(0b1000001 + 0o43) + '\x65' + chr(0b100001 + 0o102) + chr(3143 - 3032) + '\144' + chr(0b10 + 0o143))(chr(0b1010000 + 0o45) + '\164' + chr(102) + chr(0b101101) + '\x38'))(hBF80q_FvMYL, EGyt1xfPT1P6), xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'W\xfa0'), chr(0b1001 + 0o133) + chr(0b110110 + 0o57) + '\143' + chr(0b1101111 + 0o0) + '\x64' + chr(9060 - 8959))(chr(117) + '\164' + '\146' + chr(0b101101) + '\x38'))(WVxHKyX45z_L, tlORBuYsiw3X), out=EXOQdlfJFR2H)
xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'W\xfa0'), '\x64' + chr(1035 - 934) + chr(99) + '\157' + '\144' + chr(0b1100101))('\165' + '\x74' + chr(102) + chr(0b110 + 0o47) + chr(0b111000)))(gb6ab8SSTLgq, xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'N\xee2\x94'), '\144' + chr(0b10 + 0o143) + chr(0b1100001 + 0o2) + chr(0b1101111) + chr(382 - 282) + '\x65')('\x75' + '\x74' + chr(2342 - 2240) + '\x2d' + '\x38'))(EXOQdlfJFR2H), out=h5Yj6JOYQia6)
return xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'I\xc85\xc9\x12X:\xa2\x18p\xc2\x02'), chr(100) + '\145' + chr(0b10000 + 0o123) + chr(0b101100 + 0o103) + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + chr(2466 - 2364) + chr(0b10110 + 0o27) + '\x38'))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/policy.py
|
BCPolicy.evaluate
|
def evaluate(self, brain_info):
"""
Evaluates policy for the agent experiences provided.
:param brain_info: BrainInfo input to network.
:return: Results of evaluation.
"""
feed_dict = {self.model.dropout_rate: self.evaluate_rate,
self.model.sequence_length: 1}
feed_dict = self._fill_eval_dict(feed_dict, brain_info)
if self.use_recurrent:
if brain_info.memories.shape[1] == 0:
brain_info.memories = self.make_empty_memory(len(brain_info.agents))
feed_dict[self.model.memory_in] = brain_info.memories
run_out = self._execute_model(feed_dict, self.inference_dict)
return run_out
|
python
|
def evaluate(self, brain_info):
"""
Evaluates policy for the agent experiences provided.
:param brain_info: BrainInfo input to network.
:return: Results of evaluation.
"""
feed_dict = {self.model.dropout_rate: self.evaluate_rate,
self.model.sequence_length: 1}
feed_dict = self._fill_eval_dict(feed_dict, brain_info)
if self.use_recurrent:
if brain_info.memories.shape[1] == 0:
brain_info.memories = self.make_empty_memory(len(brain_info.agents))
feed_dict[self.model.memory_in] = brain_info.memories
run_out = self._execute_model(feed_dict, self.inference_dict)
return run_out
|
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Evaluates policy for the agent experiences provided.
:param brain_info: BrainInfo input to network.
:return: Results of evaluation.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/policy.py#L46-L61
|
train
|
Evaluates policy for the agent experiences provided.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(49) + chr(851 - 800), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + chr(0b110001) + '\065' + '\062', 41808 - 41800), ehT0Px3KOsy9(chr(543 - 495) + '\157' + chr(51) + '\x37' + chr(0b10110 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1690 - 1638) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(49) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1374 - 1325) + chr(0b110001 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(1669 - 1621) + chr(0b1101111) + chr(50) + chr(838 - 785) + chr(2059 - 2005), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(8257 - 8146) + '\062' + chr(0b110110) + '\x34', 3298 - 3290), ehT0Px3KOsy9('\060' + chr(6681 - 6570) + '\x31' + chr(0b101010 + 0o10) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b1111 + 0o47) + chr(0b110011 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(733 - 685) + '\157' + chr(49) + '\x30' + chr(0b101110 + 0o7), 0o10), ehT0Px3KOsy9(chr(93 - 45) + '\157' + chr(49) + chr(0b101 + 0o57) + '\065', 0b1000), ehT0Px3KOsy9(chr(1121 - 1073) + chr(0b1101111) + chr(0b1000 + 0o51) + chr(1686 - 1637) + '\062', 30976 - 30968), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x33' + chr(0b100111 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(208 - 158) + chr(0b10000 + 0o44) + chr(2370 - 2317), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + '\064' + chr(0b110 + 0o57), 7898 - 7890), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110100) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101101 + 0o102) + chr(1526 - 1472) + chr(1949 - 1898), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b110100) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(2228 - 2179) + chr(1006 - 956) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(778 - 730) + chr(0b111111 + 0o60) + '\x33' + '\x34' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\x33' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(222 - 111) + chr(1069 - 1019) + chr(0b101 + 0o56) + chr(1147 - 1098), 62094 - 62086), ehT0Px3KOsy9(chr(324 - 276) + chr(0b1101111) + chr(0b11101 + 0o26) + '\x35' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + '\062' + chr(0b10111 + 0o35), 27498 - 27490), ehT0Px3KOsy9(chr(0b110000) + chr(564 - 453) + '\x33' + chr(0b10100 + 0o40) + '\x32', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11111 + 0o24) + chr(0b110110) + chr(55), 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\061' + chr(2007 - 1956) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\063' + chr(51), 41302 - 41294), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(5202 - 5091) + chr(50) + '\066' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(51) + chr(0b1000 + 0o53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101011 + 0o4) + chr(0b101110 + 0o5) + '\061' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(50) + chr(0b110011) + '\x36', 9065 - 9057), ehT0Px3KOsy9('\060' + chr(9045 - 8934) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11780 - 11669) + chr(0b110011 + 0o0) + '\067' + '\061', 25515 - 25507), ehT0Px3KOsy9('\060' + '\157' + chr(0b1011 + 0o50) + '\064' + chr(0b110 + 0o57), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101101 + 0o2) + chr(49) + chr(51), 22361 - 22353), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\x32' + chr(49) + chr(0b100001 + 0o23), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(276 - 223) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5'), '\144' + '\x65' + '\x63' + '\157' + chr(0b1100100) + '\x65')('\165' + chr(8254 - 8138) + chr(0b11111 + 0o107) + chr(0b11111 + 0o16) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Usx5_tnbQ5R4(oVre8I6UXc3b, MmOEIGS8mBJn):
knvK4sqTZWNg = {oVre8I6UXc3b.model.dropout_rate: oVre8I6UXc3b.evaluate_rate, oVre8I6UXc3b.model.sequence_length: ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + '\x31', 39390 - 39382)}
knvK4sqTZWNg = oVre8I6UXc3b._fill_eval_dict(knvK4sqTZWNg, MmOEIGS8mBJn)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\x19\x9dMQ\xabl\xdb\xc6&\x92+\x11'), chr(5129 - 5029) + chr(6578 - 6477) + '\x63' + chr(577 - 466) + chr(3338 - 3238) + chr(0b1100101))(chr(2006 - 1889) + chr(0b111001 + 0o73) + chr(102) + chr(1456 - 1411) + '\070')):
if xafqLlk3kkUe(MmOEIGS8mBJn.memories, xafqLlk3kkUe(SXOLrMavuUCe(b"\xa5\x0b\x8dKE\x82h\xc2\xe0$\x94'"), '\144' + chr(101) + chr(99) + chr(0b1101111) + chr(100) + chr(101))('\x75' + chr(2503 - 2387) + chr(0b1100011 + 0o3) + '\x2d' + chr(0b111000)))[ehT0Px3KOsy9(chr(1669 - 1621) + chr(1834 - 1723) + chr(1894 - 1845), 8)] == ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + chr(0b100011 + 0o15), 58879 - 58871):
MmOEIGS8mBJn.TIomD9KL0hBZ = oVre8I6UXc3b.make_empty_memory(c2A0yzQpDQB3(MmOEIGS8mBJn.agents))
knvK4sqTZWNg[oVre8I6UXc3b.model.RLv9waWuU_p6] = MmOEIGS8mBJn.TIomD9KL0hBZ
hbuwPEvjRLjH = oVre8I6UXc3b._execute_model(knvK4sqTZWNg, oVre8I6UXc3b.inference_dict)
return hbuwPEvjRLjH
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/bc/policy.py
|
BCPolicy.update
|
def update(self, mini_batch, num_sequences):
"""
Performs update on model.
:param mini_batch: Batch of experiences.
:param num_sequences: Number of sequences to process.
:return: Results of update.
"""
feed_dict = {self.model.dropout_rate: self.update_rate,
self.model.batch_size: num_sequences,
self.model.sequence_length: self.sequence_length}
if self.use_continuous_act:
feed_dict[self.model.true_action] = mini_batch['actions']. \
reshape([-1, self.brain.vector_action_space_size[0]])
else:
feed_dict[self.model.true_action] = mini_batch['actions'].reshape(
[-1, len(self.brain.vector_action_space_size)])
feed_dict[self.model.action_masks] = np.ones(
(num_sequences, sum(self.brain.vector_action_space_size)))
if self.use_vec_obs:
apparent_obs_size = self.brain.vector_observation_space_size * \
self.brain.num_stacked_vector_observations
feed_dict[self.model.vector_in] = mini_batch['vector_obs'] \
.reshape([-1,apparent_obs_size])
for i, _ in enumerate(self.model.visual_in):
visual_obs = mini_batch['visual_obs%d' % i]
feed_dict[self.model.visual_in[i]] = visual_obs
if self.use_recurrent:
feed_dict[self.model.memory_in] = np.zeros([num_sequences, self.m_size])
run_out = self._execute_model(feed_dict, self.update_dict)
return run_out
|
python
|
def update(self, mini_batch, num_sequences):
"""
Performs update on model.
:param mini_batch: Batch of experiences.
:param num_sequences: Number of sequences to process.
:return: Results of update.
"""
feed_dict = {self.model.dropout_rate: self.update_rate,
self.model.batch_size: num_sequences,
self.model.sequence_length: self.sequence_length}
if self.use_continuous_act:
feed_dict[self.model.true_action] = mini_batch['actions']. \
reshape([-1, self.brain.vector_action_space_size[0]])
else:
feed_dict[self.model.true_action] = mini_batch['actions'].reshape(
[-1, len(self.brain.vector_action_space_size)])
feed_dict[self.model.action_masks] = np.ones(
(num_sequences, sum(self.brain.vector_action_space_size)))
if self.use_vec_obs:
apparent_obs_size = self.brain.vector_observation_space_size * \
self.brain.num_stacked_vector_observations
feed_dict[self.model.vector_in] = mini_batch['vector_obs'] \
.reshape([-1,apparent_obs_size])
for i, _ in enumerate(self.model.visual_in):
visual_obs = mini_batch['visual_obs%d' % i]
feed_dict[self.model.visual_in[i]] = visual_obs
if self.use_recurrent:
feed_dict[self.model.memory_in] = np.zeros([num_sequences, self.m_size])
run_out = self._execute_model(feed_dict, self.update_dict)
return run_out
|
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Performs update on model.
:param mini_batch: Batch of experiences.
:param num_sequences: Number of sequences to process.
:return: Results of update.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/bc/policy.py#L63-L93
|
train
|
Updates the model with the given mini_batch.
|
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(0b110011) + '\x31' + chr(2951 - 2896), 64667 - 64659), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b101011 + 0o10) + '\066' + chr(1080 - 1031), ord("\x08")), ehT0Px3KOsy9(chr(130 - 82) + chr(2197 - 2086) + '\x33' + chr(0b110110) + '\x33', 11503 - 11495), ehT0Px3KOsy9(chr(1571 - 1523) + '\157' + '\x31' + '\x30' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + chr(0b110001) + '\x37' + chr(0b0 + 0o62), 0o10), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(0b110111) + chr(2238 - 2190), 0o10), ehT0Px3KOsy9('\060' + chr(3775 - 3664) + chr(0b110011) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(6885 - 6774) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10173 - 10062) + chr(0b101011 + 0o10) + chr(0b101011 + 0o7), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(50) + chr(700 - 652), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(207 - 158) + '\x37' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(2733 - 2678) + chr(984 - 932), 236 - 228), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110100) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(53) + chr(2179 - 2128), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(0b110110) + chr(1303 - 1249), 29718 - 29710), ehT0Px3KOsy9(chr(0b110000) + chr(6376 - 6265) + '\062' + chr(0b110010) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(6331 - 6220) + chr(51) + chr(54) + chr(0b10011 + 0o41), 4784 - 4776), ehT0Px3KOsy9(chr(1597 - 1549) + '\157' + chr(0b10001 + 0o40) + chr(0b110111) + chr(0b1 + 0o63), 23066 - 23058), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110010) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101 + 0o56) + chr(51) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1110 + 0o45) + '\066' + chr(489 - 435), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\061' + chr(0b110011) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101101 + 0o7) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010 + 0o0) + '\x36' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110010) + chr(0b101001 + 0o10) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\062' + '\x34' + chr(372 - 317), 36243 - 36235), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x31' + chr(0b110011) + chr(55), 15900 - 15892), ehT0Px3KOsy9(chr(1163 - 1115) + chr(10539 - 10428) + chr(472 - 417) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(687 - 632) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(422 - 311) + chr(0b10000 + 0o42) + chr(55) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101100 + 0o13) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(2045 - 1997) + '\x6f' + '\x32' + chr(0b100000 + 0o21) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111) + chr(0b1011 + 0o52), 8), ehT0Px3KOsy9(chr(1028 - 980) + '\157' + '\x31' + chr(0b110001) + chr(2377 - 2326), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\066' + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(54) + chr(51), 8), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + chr(0b110001) + chr(1304 - 1249) + chr(443 - 392), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11 + 0o57) + chr(1438 - 1390) + '\x31', 10409 - 10401), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b101010 + 0o105) + '\063' + chr(1964 - 1915), 8), ehT0Px3KOsy9(chr(2111 - 2063) + chr(0b1101111) + chr(0b101100 + 0o5) + chr(0b110011), 40025 - 40017)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b101011 + 0o12) + chr(0b11111 + 0o21), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(8354 - 8254) + chr(101) + chr(3088 - 2989) + '\x6f' + chr(4586 - 4486) + chr(0b1100101))(chr(3339 - 3222) + '\164' + chr(0b1100110) + chr(0b100011 + 0o12) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZtAEiNJny4e0(oVre8I6UXc3b, Bc3c2u_NW7UC, jADeyB0ksZNK):
knvK4sqTZWNg = {oVre8I6UXc3b.model.dropout_rate: oVre8I6UXc3b.update_rate, oVre8I6UXc3b.model.batch_size: jADeyB0ksZNK, oVre8I6UXc3b.model.sequence_length: oVre8I6UXc3b.sequence_length}
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x82\x96\x1a\x19Wwvs\xfe\x0c\x93\x93\x98i\xf3\x97\x08'), '\144' + chr(101) + chr(0b1011001 + 0o12) + '\x6f' + '\x64' + '\x65')('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000))):
knvK4sqTZWNg[oVre8I6UXc3b.model.l0CKZKje72JU] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x92\x87,\x15Vj'), chr(100) + '\145' + '\x63' + chr(0b1101111) + '\x64' + '\145')('\165' + chr(116) + '\146' + chr(0b101101) + chr(1302 - 1246))].reshape([-ehT0Px3KOsy9(chr(48) + '\157' + chr(49), 8277 - 8269), oVre8I6UXc3b.brain.vector_action_space_size[ehT0Px3KOsy9(chr(1748 - 1700) + chr(0b101100 + 0o103) + chr(0b10011 + 0o35), 0b1000)]])
else:
knvK4sqTZWNg[oVre8I6UXc3b.model.l0CKZKje72JU] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x92\x87,\x15Vj'), chr(4104 - 4004) + chr(4397 - 4296) + '\143' + '\157' + '\144' + chr(0b110111 + 0o56))('\x75' + '\x74' + chr(0b110011 + 0o63) + chr(45) + '\x38')].reshape([-ehT0Px3KOsy9('\x30' + chr(4756 - 4645) + chr(0b110001), 8), c2A0yzQpDQB3(oVre8I6UXc3b.brain.vector_action_space_size)])
knvK4sqTZWNg[oVre8I6UXc3b.model.IUxugCkGYncb] = WqUC3KWvYVup.ones((jADeyB0ksZNK, xkxBmo49x2An(oVre8I6UXc3b.brain.vector_action_space_size)))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x82\x96\x1a\x0c]z]u\xf2\n'), chr(0b1100100) + '\x65' + chr(0b1010111 + 0o14) + chr(0b100110 + 0o111) + chr(100) + chr(9581 - 9480))(chr(0b10001 + 0o144) + '\164' + chr(0b1100 + 0o132) + '\055' + chr(0b111000))):
Rm9w69nb7DrR = oVre8I6UXc3b.brain.vector_observation_space_size * oVre8I6UXc3b.brain.num_stacked_vector_observations
knvK4sqTZWNg[oVre8I6UXc3b.model.Nd1kr6et0GC7] = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\x94\x901\x15JFmx\xe3'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + chr(0b10011 + 0o121) + chr(8077 - 7976))(chr(6138 - 6021) + chr(0b1110100) + '\x66' + '\x2d' + '\x38')].reshape([-ehT0Px3KOsy9(chr(668 - 620) + chr(111) + '\x31', 8), Rm9w69nb7DrR])
for (WVxHKyX45z_L, VNGQdHSFPrso) in YlkZvXL8qwsX(xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x9d\x82\x15M^X1o\xde\x14\xa3'), chr(0b101010 + 0o72) + '\145' + chr(2490 - 2391) + '\157' + chr(0b111001 + 0o53) + chr(7637 - 7536))('\165' + chr(0b10110 + 0o136) + chr(102) + '\055' + '\070'))):
fd8oICF6ALxF = Bc3c2u_NW7UC[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\x98\x800\x1bTFmx\xe3\\\x98'), chr(100) + '\x65' + chr(6946 - 6847) + chr(0b110100 + 0o73) + chr(7199 - 7099) + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b100111 + 0o21)) % WVxHKyX45z_L]
knvK4sqTZWNg[oVre8I6UXc3b.model.LlqP7fA3uNm_[WVxHKyX45z_L]] = fd8oICF6ALxF
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x82\x96\x1a\x08]zwh\xe2\x1c\x92\x92'), '\144' + chr(0b1100101) + chr(6590 - 6491) + chr(508 - 397) + chr(0b1100100) + chr(0b1100101))('\165' + chr(6547 - 6431) + chr(102) + chr(45) + chr(0b111000))):
knvK4sqTZWNg[oVre8I6UXc3b.model.RLv9waWuU_p6] = WqUC3KWvYVup.zeros([jADeyB0ksZNK, oVre8I6UXc3b.m_size])
hbuwPEvjRLjH = oVre8I6UXc3b._execute_model(knvK4sqTZWNg, oVre8I6UXc3b.update_dict)
return hbuwPEvjRLjH
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/curriculum.py
|
Curriculum.increment_lesson
|
def increment_lesson(self, measure_val):
"""
Increments the lesson number depending on the progress given.
:param measure_val: Measure of progress (either reward or percentage
steps completed).
:return Whether the lesson was incremented.
"""
if not self.data or not measure_val or math.isnan(measure_val):
return False
if self.data['signal_smoothing']:
measure_val = self.smoothing_value * 0.25 + 0.75 * measure_val
self.smoothing_value = measure_val
if self.lesson_num < self.max_lesson_num:
if measure_val > self.data['thresholds'][self.lesson_num]:
self.lesson_num += 1
config = {}
parameters = self.data['parameters']
for key in parameters:
config[key] = parameters[key][self.lesson_num]
logger.info('{0} lesson changed. Now in lesson {1}: {2}'
.format(self._brain_name,
self.lesson_num,
', '.join([str(x) + ' -> ' + str(config[x])
for x in config])))
return True
return False
|
python
|
def increment_lesson(self, measure_val):
"""
Increments the lesson number depending on the progress given.
:param measure_val: Measure of progress (either reward or percentage
steps completed).
:return Whether the lesson was incremented.
"""
if not self.data or not measure_val or math.isnan(measure_val):
return False
if self.data['signal_smoothing']:
measure_val = self.smoothing_value * 0.25 + 0.75 * measure_val
self.smoothing_value = measure_val
if self.lesson_num < self.max_lesson_num:
if measure_val > self.data['thresholds'][self.lesson_num]:
self.lesson_num += 1
config = {}
parameters = self.data['parameters']
for key in parameters:
config[key] = parameters[key][self.lesson_num]
logger.info('{0} lesson changed. Now in lesson {1}: {2}'
.format(self._brain_name,
self.lesson_num,
', '.join([str(x) + ' -> ' + str(config[x])
for x in config])))
return True
return False
|
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Increments the lesson number depending on the progress given.
:param measure_val: Measure of progress (either reward or percentage
steps completed).
:return Whether the lesson was incremented.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/curriculum.py#L69-L94
|
train
|
Increments the number of the lesson based on the given measure value.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2008 - 1953) + '\x31', 0o10), ehT0Px3KOsy9(chr(2177 - 2129) + chr(2051 - 1940) + chr(0b110010) + '\061' + chr(55), 6575 - 6567), ehT0Px3KOsy9(chr(1623 - 1575) + '\x6f' + chr(1562 - 1512) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b110010) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + chr(50) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(2039 - 1990) + '\065', 0b1000), ehT0Px3KOsy9(chr(2131 - 2083) + chr(2556 - 2445) + chr(0b110110) + chr(2291 - 2243), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(0b1111 + 0o43) + '\x31' + chr(51), 56521 - 56513), ehT0Px3KOsy9(chr(889 - 841) + chr(9696 - 9585) + '\063' + '\x34' + chr(0b110110), 5469 - 5461), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100 + 0o56) + chr(48) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1374 - 1326) + chr(1485 - 1374) + '\063' + chr(322 - 273) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4898 - 4787) + chr(0b11101 + 0o24) + chr(0b101000 + 0o11) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x33' + '\x36', 0b1000), ehT0Px3KOsy9(chr(1074 - 1026) + chr(1887 - 1776) + '\x32' + chr(0b1001 + 0o55) + chr(0b0 + 0o67), 0o10), ehT0Px3KOsy9(chr(1866 - 1818) + '\157' + chr(52) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o15) + chr(0b110100) + chr(0b10110 + 0o33), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55 - 4) + '\062' + '\063', 19852 - 19844), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101) + '\x34', 24165 - 24157), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(1872 - 1821), 56908 - 56900), ehT0Px3KOsy9('\060' + '\x6f' + chr(1114 - 1063) + chr(49) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(1053 - 1003) + chr(0b11001 + 0o32) + chr(0b1111 + 0o50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(54) + '\x31', 41496 - 41488), ehT0Px3KOsy9(chr(48) + chr(4528 - 4417) + chr(2290 - 2239) + chr(49) + '\x31', 8), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + '\062' + chr(0b110001) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1011000 + 0o27) + chr(1112 - 1061) + '\x37' + chr(0b11101 + 0o23), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\x34' + chr(1490 - 1441), 0o10), ehT0Px3KOsy9(chr(1428 - 1380) + '\x6f' + chr(0b110000 + 0o3) + chr(0b1110 + 0o43) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(0b0 + 0o61) + chr(49) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1656 - 1605) + chr(0b110101) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(1182 - 1132), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(51) + chr(0b100000 + 0o24) + chr(2271 - 2221), 48666 - 48658), ehT0Px3KOsy9(chr(2170 - 2122) + chr(111) + chr(0b110101) + chr(0b101001 + 0o15), 45957 - 45949), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1000110 + 0o51) + chr(0b101 + 0o54) + chr(2157 - 2104), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(50), 60068 - 60060), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\x32' + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1272 - 1224) + chr(111) + chr(54) + '\064', 36404 - 36396), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(383 - 334) + chr(49) + chr(50), 25196 - 25188), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + '\x33' + chr(0b101001 + 0o15) + chr(430 - 382), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(368 - 316) + chr(53), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1031 - 983) + chr(0b1101 + 0o142) + '\065' + chr(0b110000), 61580 - 61572)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x17'), chr(0b1100100) + chr(5092 - 4991) + '\143' + chr(111) + '\x64' + chr(101))('\x75' + chr(7280 - 7164) + chr(3667 - 3565) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QObTA88AgalX(oVre8I6UXc3b, EtQPJ8kWRVjv):
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xc3x\x7fg;t\xbd\x83\xe5\x8f\x03'), '\144' + '\x65' + '\143' + chr(8385 - 8274) + chr(0b1100100) + chr(101))(chr(0b1001010 + 0o53) + chr(13050 - 12934) + chr(0b1100110) + chr(0b10000 + 0o35) + chr(0b111000))) or not EtQPJ8kWRVjv or xafqLlk3kkUe(yhiZVkosCjBm, xafqLlk3kkUe(SXOLrMavuUCe(b'P\xfcxty'), chr(0b1100100) + chr(0b101101 + 0o70) + chr(1810 - 1711) + chr(0b110110 + 0o71) + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + '\146' + chr(408 - 363) + chr(2596 - 2540)))(EtQPJ8kWRVjv):
return ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(48), ord("\x08"))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xc3x\x7fg;t\xbd\x83\xe5\x8f\x03'), chr(100) + chr(4119 - 4018) + chr(0b100 + 0o137) + chr(111) + '\x64' + '\x65')(chr(0b1110101) + '\164' + '\146' + chr(967 - 922) + chr(869 - 813)))[xafqLlk3kkUe(SXOLrMavuUCe(b'J\xe6q{vao\xf8\x8b\xec\xa6?\xf6\xdeK\x86'), chr(0b1100100) + chr(0b100 + 0o141) + chr(4730 - 4631) + chr(111) + '\144' + chr(2883 - 2782))(chr(117) + chr(2019 - 1903) + chr(0b1100110) + chr(0b101101) + chr(0b110101 + 0o3))]:
EtQPJ8kWRVjv = oVre8I6UXc3b.smoothing_value * 0.25 + 0.75 * EtQPJ8kWRVjv
oVre8I6UXc3b.t0Tp_nQTXE1y = EtQPJ8kWRVjv
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'R\xe4u[btf\xfd\xa3\xcc\xa4\x1d'), chr(9385 - 9285) + chr(0b1100101) + chr(7418 - 7319) + chr(111) + chr(0b1100100) + '\x65')(chr(117) + chr(177 - 61) + chr(0b111 + 0o137) + '\x2d' + chr(56))) < xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'T\xeenJ{hC\xf8\x89\xed\x96%\xeb\xda'), chr(0b1100100) + chr(101) + chr(0b110011 + 0o60) + chr(0b1101111) + chr(100) + chr(5718 - 5617))('\x75' + chr(3509 - 3393) + chr(1055 - 953) + '\055' + '\070')):
if EtQPJ8kWRVjv > xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xc3x\x7fg;t\xbd\x83\xe5\x8f\x03'), chr(0b1111 + 0o125) + chr(0b1010000 + 0o25) + '\143' + '\x6f' + '\x64' + chr(0b1100101))('\x75' + '\x74' + '\x66' + chr(0b100101 + 0o10) + '\x38'))[xafqLlk3kkUe(SXOLrMavuUCe(b'M\xe7dpde_\xe7\x82\xf0'), chr(100) + chr(0b1000010 + 0o43) + '\x63' + '\x6f' + '\x64' + chr(0b1011101 + 0o10))('\165' + chr(0b1000001 + 0o63) + '\146' + chr(0b101101) + chr(1858 - 1802))][xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'R\xe4u[btf\xfd\xa3\xcc\xa4\x1d'), '\x64' + chr(0b10111 + 0o116) + chr(0b1100011) + chr(6992 - 6881) + '\144' + '\x65')(chr(117) + chr(0b11011 + 0o131) + chr(102) + chr(45) + chr(0b100000 + 0o30)))]:
oVre8I6UXc3b.kkcNuyVvEOmV += ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(0b110001), 36437 - 36429)
jAj7S20Ct06o = {}
YwMyLskbiCrd = oVre8I6UXc3b.ULnjp6D6efFH[xafqLlk3kkUe(SXOLrMavuUCe(b'I\xeedtzhD\xee\x94\xf0'), chr(0b1100100) + chr(6736 - 6635) + chr(0b1111 + 0o124) + '\x6f' + '\144' + '\x65')('\165' + '\164' + chr(5245 - 5143) + chr(0b101101) + chr(0b110010 + 0o6))]
for K3J4ZwSlE0sT in YwMyLskbiCrd:
jAj7S20Ct06o[K3J4ZwSlE0sT] = YwMyLskbiCrd[K3J4ZwSlE0sT][oVre8I6UXc3b.kkcNuyVvEOmV]
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'j\xb8^mbnW\xbc\x8c\xef\x93 '), '\x64' + '\145' + chr(99) + chr(111) + chr(0b1100100) + '\x65')(chr(512 - 395) + chr(0b1110010 + 0o2) + chr(102) + chr(1971 - 1926) + chr(418 - 362)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'B\xbfk5{hC\xf8\x89\xed\xe9(\xf6\xd6K\x86\xb6c\x02+\x87\xf0\x86\xe9\xe7\x96A\xa6)\x9cy\x8d@-a\x9dIp\xd0\xde\x0b\xf2'), chr(0b10000 + 0o124) + '\145' + chr(3558 - 3459) + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(116) + chr(102) + '\x2d' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'_\xe0dxvy'), '\144' + '\x65' + '\143' + '\157' + chr(100) + chr(0b101010 + 0o73))('\165' + chr(0b11 + 0o161) + chr(5805 - 5703) + chr(144 - 99) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xeddt~co\xe5\x87\xee\xac'), '\x64' + '\145' + chr(1830 - 1731) + chr(0b1101111) + chr(0b1100100) + chr(8860 - 8759))('\165' + chr(0b1010110 + 0o36) + chr(0b1100110) + chr(0b101101) + chr(3099 - 3043))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'R\xe4u[btf\xfd\xa3\xcc\xa4\x1d'), '\x64' + '\x65' + '\x63' + chr(0b101100 + 0o103) + chr(100) + '\x65')('\165' + chr(4703 - 4587) + '\146' + chr(0b101101) + chr(447 - 391))), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xaf'), '\x64' + chr(0b1000110 + 0o37) + '\143' + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(0b1110100) + chr(0b1100110) + chr(719 - 674) + chr(0b101010 + 0o16)), xafqLlk3kkUe(SXOLrMavuUCe(b'S\xe0\x7f{'), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + '\x74' + '\x66' + chr(0b101101) + chr(0b111000)))([M8_cKLkHVB2V(OeWW0F1dBPRQ) + xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xa2(5'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(2048 - 1937) + '\144' + '\145')('\x75' + chr(0b100111 + 0o115) + chr(0b100001 + 0o105) + '\055' + chr(0b111000)) + M8_cKLkHVB2V(jAj7S20Ct06o[OeWW0F1dBPRQ]) for OeWW0F1dBPRQ in jAj7S20Ct06o])))
return ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(2458 - 2347) + chr(49), 8)
return ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(0b101101 + 0o3), 8)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/curriculum.py
|
Curriculum.get_config
|
def get_config(self, lesson=None):
"""
Returns reset parameters which correspond to the lesson.
:param lesson: The lesson you want to get the config of. If None, the
current lesson is returned.
:return: The configuration of the reset parameters.
"""
if not self.data:
return {}
if lesson is None:
lesson = self.lesson_num
lesson = max(0, min(lesson, self.max_lesson_num))
config = {}
parameters = self.data['parameters']
for key in parameters:
config[key] = parameters[key][lesson]
return config
|
python
|
def get_config(self, lesson=None):
"""
Returns reset parameters which correspond to the lesson.
:param lesson: The lesson you want to get the config of. If None, the
current lesson is returned.
:return: The configuration of the reset parameters.
"""
if not self.data:
return {}
if lesson is None:
lesson = self.lesson_num
lesson = max(0, min(lesson, self.max_lesson_num))
config = {}
parameters = self.data['parameters']
for key in parameters:
config[key] = parameters[key][lesson]
return config
|
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Returns reset parameters which correspond to the lesson.
:param lesson: The lesson you want to get the config of. If None, the
current lesson is returned.
:return: The configuration of the reset parameters.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/curriculum.py#L96-L112
|
train
|
Returns the configuration of the reset parameters which correspond to the specified lesson.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(298 - 247) + '\x35' + chr(51), 0o10), ehT0Px3KOsy9(chr(737 - 689) + '\x6f' + chr(49) + '\063' + '\x33', 0o10), ehT0Px3KOsy9(chr(491 - 443) + chr(0b101101 + 0o102) + '\062' + '\x37' + '\067', 0o10), ehT0Px3KOsy9(chr(88 - 40) + chr(9485 - 9374) + chr(2054 - 2001) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11110 + 0o23) + chr(1510 - 1459) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(91 - 42) + chr(0b11111 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(1932 - 1884) + chr(0b10111 + 0o130) + '\065' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(248 - 198) + chr(0b110001 + 0o3) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1001 + 0o50) + '\062', 40238 - 40230), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x37' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b110000) + chr(0b11111 + 0o25), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\062' + chr(193 - 138), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(554 - 503) + '\x36' + chr(0b101001 + 0o15), 6618 - 6610), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(0b110001) + chr(0b110100) + chr(54), 33826 - 33818), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\063' + '\x35' + chr(48), 50226 - 50218), ehT0Px3KOsy9('\060' + '\x6f' + chr(277 - 228) + '\x33' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110011) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1246 - 1198) + chr(0b1100110 + 0o11) + chr(0b100011 + 0o16) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(8910 - 8799) + chr(49) + chr(52) + chr(55), 32743 - 32735), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(2297 - 2243), 8), ehT0Px3KOsy9('\060' + chr(6444 - 6333) + chr(1307 - 1258) + chr(0b110010) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(2014 - 1903) + chr(51) + chr(0b11000 + 0o36) + chr(0b11010 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(589 - 541) + '\x6f' + '\x32' + chr(0b110101) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101001 + 0o12) + chr(53) + '\x32', 9412 - 9404), ehT0Px3KOsy9(chr(0b110000) + chr(3102 - 2991) + '\062' + chr(0b110010) + chr(0b1101 + 0o46), 52409 - 52401), ehT0Px3KOsy9(chr(618 - 570) + '\157' + chr(51) + chr(0b11111 + 0o27) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10382 - 10271) + '\062' + chr(0b1 + 0o63) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b110011) + chr(2164 - 2111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5789 - 5678) + chr(50) + chr(0b110111) + chr(1968 - 1916), 42712 - 42704), ehT0Px3KOsy9('\x30' + chr(111) + chr(55) + chr(700 - 647), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b11010 + 0o27) + '\x34' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11558 - 11447) + '\061' + chr(1481 - 1427) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110001) + chr(0b1111 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2462 - 2351) + '\x31' + chr(0b11011 + 0o26) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(1686 - 1637) + chr(0b1010 + 0o46), 8587 - 8579), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101110 + 0o5) + '\060' + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110110) + chr(0b1 + 0o61), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1521 - 1473) + '\x6f' + chr(1778 - 1724) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(8873 - 8762) + '\061' + '\x30' + chr(50), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110101) + chr(0b110000), 12578 - 12570)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b100 + 0o140) + chr(0b1100101))('\165' + chr(0b1010010 + 0o42) + chr(0b1100110) + chr(1322 - 1277) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def dXVgtxWHb580(oVre8I6UXc3b, JWuBYqTWecof=None):
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\x17\xd1D(}h\x91o\xdf\x82\x1f'), chr(0b1100100) + chr(101) + chr(938 - 839) + chr(0b1000001 + 0o56) + chr(0b1001011 + 0o31) + chr(101))('\x75' + chr(10261 - 10145) + chr(0b1100110) + chr(2002 - 1957) + chr(2796 - 2740))):
return {}
if JWuBYqTWecof is None:
JWuBYqTWecof = oVre8I6UXc3b.kkcNuyVvEOmV
JWuBYqTWecof = tsdjvlgh9gDP(ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110000), 40259 - 40251), Dx22bkKPdt5d(JWuBYqTWecof, oVre8I6UXc3b.max_lesson_num))
jAj7S20Ct06o = {}
YwMyLskbiCrd = oVre8I6UXc3b.ULnjp6D6efFH[xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b:\xcdO5.X\xc2x\xca'), chr(100) + chr(101) + chr(1329 - 1230) + chr(0b1000101 + 0o52) + chr(8054 - 7954) + chr(101))(chr(0b100111 + 0o116) + chr(7598 - 7482) + chr(0b1100101 + 0o1) + '\055' + '\x38')]
for K3J4ZwSlE0sT in YwMyLskbiCrd:
jAj7S20Ct06o[K3J4ZwSlE0sT] = YwMyLskbiCrd[K3J4ZwSlE0sT][JWuBYqTWecof]
return jAj7S20Ct06o
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
get_gae
|
def get_gae(rewards, value_estimates, value_next=0.0, gamma=0.99, lambd=0.95):
"""
Computes generalized advantage estimate for use in updating policy.
:param rewards: list of rewards for time-steps t to T.
:param value_next: Value estimate for time-step T+1.
:param value_estimates: list of value estimates for time-steps t to T.
:param gamma: Discount factor.
:param lambd: GAE weighing factor.
:return: list of advantage estimates for time-steps t to T.
"""
value_estimates = np.asarray(value_estimates.tolist() + [value_next])
delta_t = rewards + gamma * value_estimates[1:] - value_estimates[:-1]
advantage = discount_rewards(r=delta_t, gamma=gamma * lambd)
return advantage
|
python
|
def get_gae(rewards, value_estimates, value_next=0.0, gamma=0.99, lambd=0.95):
"""
Computes generalized advantage estimate for use in updating policy.
:param rewards: list of rewards for time-steps t to T.
:param value_next: Value estimate for time-step T+1.
:param value_estimates: list of value estimates for time-steps t to T.
:param gamma: Discount factor.
:param lambd: GAE weighing factor.
:return: list of advantage estimates for time-steps t to T.
"""
value_estimates = np.asarray(value_estimates.tolist() + [value_next])
delta_t = rewards + gamma * value_estimates[1:] - value_estimates[:-1]
advantage = discount_rewards(r=delta_t, gamma=gamma * lambd)
return advantage
|
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Computes generalized advantage estimate for use in updating policy.
:param rewards: list of rewards for time-steps t to T.
:param value_next: Value estimate for time-step T+1.
:param value_estimates: list of value estimates for time-steps t to T.
:param gamma: Discount factor.
:param lambd: GAE weighing factor.
:return: list of advantage estimates for time-steps t to T.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L364-L377
|
train
|
Calculates the generalized advantage estimate for updating policy.
|
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(0b101010 + 0o6) + chr(0b110101 + 0o72) + chr(1994 - 1943) + chr(0b101010 + 0o6), 6401 - 6393), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110110) + chr(832 - 779), 57389 - 57381), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(0b101000 + 0o14) + '\x30', 13168 - 13160), ehT0Px3KOsy9(chr(403 - 355) + chr(8817 - 8706) + chr(0b110001) + '\067' + chr(0b10000 + 0o47), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110 + 0o55) + chr(0b110011) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2254 - 2143) + '\061' + chr(51) + chr(0b10111 + 0o31), 0o10), ehT0Px3KOsy9(chr(48) + chr(2427 - 2316) + chr(921 - 870) + chr(55) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + chr(0b110010) + chr(990 - 941) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(0b110010) + chr(51) + chr(2005 - 1957), 0o10), ehT0Px3KOsy9(chr(650 - 602) + chr(0b1101111) + chr(1835 - 1786) + '\062' + chr(0b110111), 8680 - 8672), ehT0Px3KOsy9(chr(769 - 721) + chr(0b1101111) + '\063' + chr(0b110111) + '\x31', 14031 - 14023), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\065' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b110100) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(994 - 945) + chr(0b101 + 0o55) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110), 51536 - 51528), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(51) + chr(50) + chr(1040 - 992), 0b1000), ehT0Px3KOsy9(chr(1655 - 1607) + chr(0b0 + 0o157) + '\066' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(48) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b10001 + 0o41) + chr(49), 2110 - 2102), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\063' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + '\x33' + chr(51) + chr(457 - 405), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8254 - 8143) + chr(0b11100 + 0o25) + '\x30' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101011 + 0o6) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1881 - 1833) + chr(0b1101111) + chr(1445 - 1394) + chr(736 - 682) + chr(0b1110 + 0o46), 0b1000), ehT0Px3KOsy9(chr(559 - 511) + chr(2089 - 1978) + chr(0b11000 + 0o32) + '\062' + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(4755 - 4644) + chr(51) + '\061' + chr(0b100111 + 0o15), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b11000 + 0o35) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(7958 - 7847) + chr(0b110011) + chr(2011 - 1961) + chr(0b110 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b10001 + 0o41) + '\063', 6337 - 6329), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x33' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + '\062' + '\064' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101100 + 0o7) + chr(0b110000) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(0b110011) + chr(0b11010 + 0o30) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101100 + 0o3) + chr(1428 - 1378) + '\x30' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b110001) + chr(0b11111 + 0o22) + '\060', 48757 - 48749), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + chr(1674 - 1623) + chr(0b1110 + 0o43) + chr(2190 - 2136), 9027 - 9019), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11100 + 0o26) + chr(0b110110) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4328 - 4217) + chr(51) + chr(51) + chr(779 - 731), 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + '\061' + '\x33' + chr(2671 - 2616), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(0b110011) + chr(0b100001 + 0o21) + '\060', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(944 - 896) + chr(111) + chr(0b110101) + chr(844 - 796), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(100) + chr(0b1100101) + '\x63' + '\157' + chr(0b1 + 0o143) + chr(101))('\165' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HirgJQL5jt1u(yrDfr6ll4Ijz, g9xrkQDT3MWB, w86agKA9jtsf=0.0, nfeH4ZtvQXsW=0.99, Y0EwS0LiIFJ9=0.95):
g9xrkQDT3MWB = WqUC3KWvYVup.asarray(g9xrkQDT3MWB.tolist() + [w86agKA9jtsf])
SD3l4A0tzvEB = yrDfr6ll4Ijz + nfeH4ZtvQXsW * g9xrkQDT3MWB[ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b0 + 0o61), 0o10):] - g9xrkQDT3MWB[:-ehT0Px3KOsy9(chr(2252 - 2204) + '\157' + chr(2308 - 2259), 8)]
GxYzKv1rsin0 = oa05MdccvcoU(r=SD3l4A0tzvEB, gamma=nfeH4ZtvQXsW * Y0EwS0LiIFJ9)
return GxYzKv1rsin0
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
PPOTrainer.increment_step_and_update_last_reward
|
def increment_step_and_update_last_reward(self):
"""
Increment the step count of the trainer and Updates the last reward
"""
if len(self.stats['Environment/Cumulative Reward']) > 0:
mean_reward = np.mean(self.stats['Environment/Cumulative Reward'])
self.policy.update_reward(mean_reward)
self.policy.increment_step()
self.step = self.policy.get_current_step()
|
python
|
def increment_step_and_update_last_reward(self):
"""
Increment the step count of the trainer and Updates the last reward
"""
if len(self.stats['Environment/Cumulative Reward']) > 0:
mean_reward = np.mean(self.stats['Environment/Cumulative Reward'])
self.policy.update_reward(mean_reward)
self.policy.increment_step()
self.step = self.policy.get_current_step()
|
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Increment the step count of the trainer and Updates the last reward
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L99-L107
|
train
|
Increment the step count of the trainer and updates the last reward
|
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(0b1010101 + 0o32) + chr(49) + '\x34' + chr(0b1011 + 0o51), 6853 - 6845), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(0b101000 + 0o12) + '\x31' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100110 + 0o20) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6783 - 6672) + '\x33' + chr(0b11 + 0o62), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b110001) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b111001 + 0o66) + '\x33' + chr(999 - 948) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(4465 - 4354) + chr(0b101010 + 0o13) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(11046 - 10935) + '\x33' + chr(0b110110) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(542 - 491) + chr(55) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1250 - 1202) + '\x6f' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(9331 - 9220) + chr(842 - 793) + '\062' + chr(0b110011 + 0o4), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + '\x32' + '\x34' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(0b110001) + chr(49) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\x33' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(1915 - 1860) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x31' + chr(2181 - 2132), ord("\x08")), ehT0Px3KOsy9(chr(2241 - 2193) + chr(0b1101111) + chr(0b10000 + 0o47) + '\x32', 19629 - 19621), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1602 - 1552) + chr(0b110010) + chr(2510 - 2456), 9147 - 9139), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(10866 - 10755) + chr(0b110011) + chr(52) + '\064', 41484 - 41476), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + chr(49) + '\060' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100001 + 0o20) + chr(1027 - 976) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1836 - 1725) + '\063' + chr(2291 - 2240), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\x32' + chr(1950 - 1898), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\061' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(769 - 721) + chr(111) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2434 - 2383) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(5451 - 5340) + chr(947 - 898) + chr(0b110111) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5536 - 5425) + '\062' + chr(49) + chr(48), 8), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(2179 - 2128) + '\x32' + chr(1347 - 1294), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(0b100111 + 0o12) + '\063' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(255 - 207) + chr(0b110000 + 0o77) + '\x32' + chr(0b110101) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1334 - 1286) + chr(0b1101111) + '\x32' + chr(50) + chr(1172 - 1119), 20194 - 20186), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10010 + 0o45) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(9579 - 9468) + '\063' + chr(0b11011 + 0o26) + chr(921 - 866), 0b1000), ehT0Px3KOsy9(chr(2002 - 1954) + chr(10260 - 10149) + chr(740 - 691) + chr(55) + '\067', 0o10), ehT0Px3KOsy9(chr(305 - 257) + chr(0b10110 + 0o131) + chr(0b110000 + 0o1) + chr(908 - 860) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7236 - 7125) + chr(49) + chr(0b110000) + chr(1193 - 1143), ord("\x08")), ehT0Px3KOsy9(chr(1585 - 1537) + '\157' + chr(1826 - 1775) + '\061' + '\x37', 8), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + chr(0b110011) + '\x32' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(806 - 755) + chr(769 - 715) + chr(0b110111), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(0b11000 + 0o30), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'J'), chr(4113 - 4013) + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b11110 + 0o126) + chr(0b11011 + 0o113) + chr(0b101010 + 0o3) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VEMKL8Nsbppb(oVre8I6UXc3b):
if c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c\xe3Vn\xb9\x91M\x96\xbev>\xd5'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + '\x64' + '\145')(chr(117) + '\x74' + chr(1946 - 1844) + chr(0b101101) + chr(1455 - 1399)))[xafqLlk3kkUe(SXOLrMavuUCe(b'!\xe6Ft\xff\xb7B\x9e\x99m#\x8b\x0f\xe8\x11\xfcV\xf7\x90,+~4\x1cam\x18\xfa\xb1'), chr(100) + '\x65' + '\143' + chr(8844 - 8733) + '\x64' + chr(0b101100 + 0o71))('\165' + chr(116) + chr(0b1100110) + chr(45) + '\070')]) > ehT0Px3KOsy9(chr(48) + '\157' + chr(1334 - 1286), 51067 - 51059):
aEUhDN9BwdCN = WqUC3KWvYVup.aJhItC_Vawlw(oVre8I6UXc3b.hkfs4IaeBuiq[xafqLlk3kkUe(SXOLrMavuUCe(b'!\xe6Ft\xff\xb7B\x9e\x99m#\x8b\x0f\xe8\x11\xfcV\xf7\x90,+~4\x1cam\x18\xfa\xb1'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + chr(101))(chr(7724 - 7607) + chr(12528 - 12412) + '\x66' + '\055' + chr(371 - 315))])
xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xf8T|\xf9\xbds\x81\x99t6\xd6('), chr(0b101011 + 0o71) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\x64' + chr(0b100001 + 0o104))(chr(0b1001111 + 0o46) + chr(9987 - 9871) + chr(0b110101 + 0o61) + chr(613 - 568) + '\070'))(aEUhDN9BwdCN)
xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xe6So\xe8\xb5I\x9d\x88\\$\xd0)\xed'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b111110 + 0o47))(chr(0b1110101) + chr(2105 - 1989) + chr(0b100001 + 0o105) + '\055' + '\070'))()
oVre8I6UXc3b.kDuFsAhEatcU = oVre8I6UXc3b.policy.get_current_step()
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
PPOTrainer.construct_curr_info
|
def construct_curr_info(self, next_info: BrainInfo) -> BrainInfo:
"""
Constructs a BrainInfo which contains the most recent previous experiences for all agents info
which correspond to the agents in a provided next_info.
:BrainInfo next_info: A t+1 BrainInfo.
:return: curr_info: Reconstructed BrainInfo to match agents of next_info.
"""
visual_observations = [[]]
vector_observations = []
text_observations = []
memories = []
rewards = []
local_dones = []
max_reacheds = []
agents = []
prev_vector_actions = []
prev_text_actions = []
action_masks = []
for agent_id in next_info.agents:
agent_brain_info = self.training_buffer[agent_id].last_brain_info
if agent_brain_info is None:
agent_brain_info = next_info
agent_index = agent_brain_info.agents.index(agent_id)
for i in range(len(next_info.visual_observations)):
visual_observations[i].append(agent_brain_info.visual_observations[i][agent_index])
vector_observations.append(agent_brain_info.vector_observations[agent_index])
text_observations.append(agent_brain_info.text_observations[agent_index])
if self.policy.use_recurrent:
if len(agent_brain_info.memories) > 0:
memories.append(agent_brain_info.memories[agent_index])
else:
memories.append(self.policy.make_empty_memory(1))
rewards.append(agent_brain_info.rewards[agent_index])
local_dones.append(agent_brain_info.local_done[agent_index])
max_reacheds.append(agent_brain_info.max_reached[agent_index])
agents.append(agent_brain_info.agents[agent_index])
prev_vector_actions.append(agent_brain_info.previous_vector_actions[agent_index])
prev_text_actions.append(agent_brain_info.previous_text_actions[agent_index])
action_masks.append(agent_brain_info.action_masks[agent_index])
if self.policy.use_recurrent:
memories = np.vstack(memories)
curr_info = BrainInfo(visual_observations, vector_observations, text_observations,
memories, rewards, agents, local_dones, prev_vector_actions,
prev_text_actions, max_reacheds, action_masks)
return curr_info
|
python
|
def construct_curr_info(self, next_info: BrainInfo) -> BrainInfo:
"""
Constructs a BrainInfo which contains the most recent previous experiences for all agents info
which correspond to the agents in a provided next_info.
:BrainInfo next_info: A t+1 BrainInfo.
:return: curr_info: Reconstructed BrainInfo to match agents of next_info.
"""
visual_observations = [[]]
vector_observations = []
text_observations = []
memories = []
rewards = []
local_dones = []
max_reacheds = []
agents = []
prev_vector_actions = []
prev_text_actions = []
action_masks = []
for agent_id in next_info.agents:
agent_brain_info = self.training_buffer[agent_id].last_brain_info
if agent_brain_info is None:
agent_brain_info = next_info
agent_index = agent_brain_info.agents.index(agent_id)
for i in range(len(next_info.visual_observations)):
visual_observations[i].append(agent_brain_info.visual_observations[i][agent_index])
vector_observations.append(agent_brain_info.vector_observations[agent_index])
text_observations.append(agent_brain_info.text_observations[agent_index])
if self.policy.use_recurrent:
if len(agent_brain_info.memories) > 0:
memories.append(agent_brain_info.memories[agent_index])
else:
memories.append(self.policy.make_empty_memory(1))
rewards.append(agent_brain_info.rewards[agent_index])
local_dones.append(agent_brain_info.local_done[agent_index])
max_reacheds.append(agent_brain_info.max_reached[agent_index])
agents.append(agent_brain_info.agents[agent_index])
prev_vector_actions.append(agent_brain_info.previous_vector_actions[agent_index])
prev_text_actions.append(agent_brain_info.previous_text_actions[agent_index])
action_masks.append(agent_brain_info.action_masks[agent_index])
if self.policy.use_recurrent:
memories = np.vstack(memories)
curr_info = BrainInfo(visual_observations, vector_observations, text_observations,
memories, rewards, agents, local_dones, prev_vector_actions,
prev_text_actions, max_reacheds, action_masks)
return curr_info
|
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"action_masks",
".",
"append",
"(",
"agent_brain_info",
".",
"action_masks",
"[",
"agent_index",
"]",
")",
"if",
"self",
".",
"policy",
".",
"use_recurrent",
":",
"memories",
"=",
"np",
".",
"vstack",
"(",
"memories",
")",
"curr_info",
"=",
"BrainInfo",
"(",
"visual_observations",
",",
"vector_observations",
",",
"text_observations",
",",
"memories",
",",
"rewards",
",",
"agents",
",",
"local_dones",
",",
"prev_vector_actions",
",",
"prev_text_actions",
",",
"max_reacheds",
",",
"action_masks",
")",
"return",
"curr_info"
] |
Constructs a BrainInfo which contains the most recent previous experiences for all agents info
which correspond to the agents in a provided next_info.
:BrainInfo next_info: A t+1 BrainInfo.
:return: curr_info: Reconstructed BrainInfo to match agents of next_info.
|
[
"Constructs",
"a",
"BrainInfo",
"which",
"contains",
"the",
"most",
"recent",
"previous",
"experiences",
"for",
"all",
"agents",
"info",
"which",
"correspond",
"to",
"the",
"agents",
"in",
"a",
"provided",
"next_info",
".",
":",
"BrainInfo",
"next_info",
":",
"A",
"t",
"+",
"1",
"BrainInfo",
".",
":",
"return",
":",
"curr_info",
":",
"Reconstructed",
"BrainInfo",
"to",
"match",
"agents",
"of",
"next_info",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L109-L153
|
train
|
Constructs a new BrainInfo which contains the most recent previous experiences for all agents in next_info.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(863 - 813) + '\064' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b110011) + chr(0b110000) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(6712 - 6601) + chr(220 - 171) + chr(0b1111 + 0o45) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100100 + 0o15) + chr(2183 - 2134) + '\064', 33636 - 33628), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1389 - 1338) + chr(484 - 432) + '\x34', 46140 - 46132), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x36' + chr(0b101001 + 0o14), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + '\064' + chr(0b1010 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1001 + 0o146) + chr(0b110011) + '\066' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\062' + chr(53), 47081 - 47073), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\060' + '\067', 50647 - 50639), ehT0Px3KOsy9(chr(1784 - 1736) + '\157' + chr(51) + chr(2151 - 2099) + chr(633 - 583), 35079 - 35071), ehT0Px3KOsy9('\060' + chr(4379 - 4268) + '\061' + '\066' + chr(0b110000), 9189 - 9181), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(0b11001 + 0o32) + chr(970 - 916) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b11110 + 0o23) + '\x33' + chr(51), 31907 - 31899), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(906 - 856) + chr(2034 - 1986) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(409 - 361) + chr(111) + chr(1577 - 1527) + chr(0b110111) + chr(0b110010), 34508 - 34500), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(763 - 652) + '\x36' + chr(52), 53103 - 53095), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100101 + 0o16) + chr(0b101011 + 0o6) + chr(159 - 109), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b110101 + 0o72) + chr(50) + '\063' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x31' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1001110 + 0o41) + chr(0b10001 + 0o40) + chr(0b110101) + chr(49), 2329 - 2321), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b1110 + 0o42) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1100 + 0o51) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(1474 - 1426) + chr(0b1101111) + '\x32' + chr(52) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1587 - 1538) + chr(53), 27658 - 27650), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(512 - 457) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(95 - 47) + '\157' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\x37' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4565 - 4454) + '\066' + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + '\062' + chr(1338 - 1285) + '\x32', 35045 - 35037), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b101011 + 0o5) + chr(1513 - 1465), 26189 - 26181), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b100 + 0o57) + chr(0b101100 + 0o4), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100001 + 0o116) + chr(0b11100 + 0o25) + '\066' + chr(1196 - 1147), 33044 - 33036), ehT0Px3KOsy9(chr(0b110000) + chr(6098 - 5987) + chr(0b101100 + 0o7) + '\060' + '\060', 8), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + chr(50) + chr(740 - 692) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(49) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(813 - 764) + '\065' + chr(1471 - 1419), 61707 - 61699), ehT0Px3KOsy9('\x30' + chr(111) + chr(840 - 789) + chr(0b100111 + 0o20), 4062 - 4054)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(53) + chr(48), 50240 - 50232)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), '\144' + chr(1748 - 1647) + chr(0b111000 + 0o53) + chr(0b111010 + 0o65) + chr(3179 - 3079) + chr(0b1100101))('\x75' + chr(0b1110100) + '\x66' + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YdZNdlV4z2UB(oVre8I6UXc3b, RA1aT65ImOMG) -> nK0bSWnkqoFP:
tLWJbHm8Cgs5 = [[]]
KgRpkiMaaV_a = []
PCmuCuSmyum_ = []
TIomD9KL0hBZ = []
yrDfr6ll4Ijz = []
WJL8SgTHRPNq = []
Ke3U4mdsrxin = []
DGFDHBgWLUl3 = []
EB_eGgSqKxZx = []
DoLr3N2DDmhw = []
IUxugCkGYncb = []
for zo8AptUG8P02 in xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xa6\x03"\x90F'), chr(5319 - 5219) + chr(0b10101 + 0o120) + chr(2701 - 2602) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(8264 - 8147) + '\164' + chr(102) + '\x2d' + chr(0b111000))):
imTTECmT7wuw = oVre8I6UXc3b.training_buffer[zo8AptUG8P02].a35pUBi5kYE0
if imTTECmT7wuw is None:
imTTECmT7wuw = RA1aT65ImOMG
l5J9TsmW3xue = imTTECmT7wuw.agents.XdowRbJKZWL9(zo8AptUG8P02)
for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\xa8\x159\x85Y|\x9e\xb7\xf4\x87\x02\x80:\xf5\xd3[\xa4\xee'), '\144' + chr(101) + '\143' + '\x6f' + chr(7791 - 7691) + chr(8250 - 8149))(chr(117) + chr(0b1100010 + 0o22) + '\x66' + '\055' + chr(0b11011 + 0o35))))):
xafqLlk3kkUe(tLWJbHm8Cgs5[WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\x64' + '\145')(chr(0b1010011 + 0o42) + chr(116) + chr(102) + '\055' + chr(1445 - 1389)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\xa8\x159\x85Y|\x9e\xb7\xf4\x87\x02\x80:\xf5\xd3[\xa4\xee'), chr(306 - 206) + chr(0b1100101) + chr(0b1100011) + chr(0b110110 + 0o71) + chr(9236 - 9136) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b110100 + 0o62) + '\x2d' + chr(732 - 676)))[WVxHKyX45z_L][l5J9TsmW3xue])
xafqLlk3kkUe(KgRpkiMaaV_a, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(100) + chr(0b1010001 + 0o24) + chr(0b1100011) + chr(111) + chr(100) + chr(0b11001 + 0o114))('\165' + chr(116) + chr(7593 - 7491) + chr(0b100001 + 0o14) + '\x38'))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\xa4\x058\x8bG|\x9e\xb7\xf4\x87\x02\x80:\xf5\xd3[\xa4\xee'), '\x64' + '\145' + chr(0b11010 + 0o111) + '\x6f' + chr(100) + '\145')('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(56)))[l5J9TsmW3xue])
xafqLlk3kkUe(PCmuCuSmyum_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(7936 - 7836) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b100110 + 0o76) + chr(0b111101 + 0o50))(chr(11775 - 11658) + '\164' + chr(7994 - 7892) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\xa4\x1e8\xbbZA\x82\xb0\xf5\x94\x11\x822\xee\xd4G'), chr(0b10110 + 0o116) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + '\145')('\x75' + chr(116) + chr(102) + chr(0b101101) + chr(0b11101 + 0o33)))[l5J9TsmW3xue])
if xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\xb2\x03\x13\x96P@\x84\xa7\xf5\x87\x1e\x82'), chr(0b1100100) + chr(7446 - 7345) + chr(99) + chr(1458 - 1347) + chr(0b1100100) + '\145')(chr(12850 - 12733) + '\164' + chr(102) + chr(1086 - 1041) + chr(0b111000))):
if c2A0yzQpDQB3(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x88\t!\xa0\x0ch\xbd\xe5\xef\xa0*'), chr(0b10010 + 0o122) + chr(0b101011 + 0o72) + '\143' + '\x6f' + '\x64' + '\x65')('\165' + chr(116) + chr(0b1100110) + chr(0b10100 + 0o31) + '\x38'))) > ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + chr(429 - 381), ord("\x08")):
xafqLlk3kkUe(TIomD9KL0hBZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(0b101001 + 0o73) + chr(4409 - 4308) + '\x63' + '\x6f' + '\144' + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(1719 - 1663)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x88\t!\xa0\x0ch\xbd\xe5\xef\xa0*'), chr(0b1100100) + chr(101) + chr(99) + chr(0b11100 + 0o123) + chr(0b1100100) + chr(4319 - 4218))(chr(0b1110101) + chr(0b10100 + 0o140) + '\146' + chr(45 - 0) + '\070'))[l5J9TsmW3xue])
else:
xafqLlk3kkUe(TIomD9KL0hBZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(100) + chr(101) + '\x63' + '\x6f' + chr(6294 - 6194) + '\145')('\165' + '\x74' + chr(102) + '\x2d' + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\xa0\r)\xbbPN\x81\xa1\xfe\xbd\x1d\x936\xee\xc8M'), '\144' + chr(0b1100000 + 0o5) + '\x63' + chr(111) + '\x64' + '\145')(chr(1275 - 1158) + '\164' + chr(0b1100110) + '\055' + chr(259 - 203)))(ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061', 0o10)))
xafqLlk3kkUe(yrDfr6ll4Ijz, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(4821 - 4721) + '\x65' + chr(0b1011010 + 0o11) + '\x6f' + '\144' + chr(0b101001 + 0o74))(chr(0b1011110 + 0o27) + chr(0b1011101 + 0o27) + chr(266 - 164) + chr(0b101101) + chr(1587 - 1531)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\xa4\x11-\x96QP'), chr(8236 - 8136) + chr(0b111010 + 0o53) + chr(99) + chr(0b1101111) + chr(519 - 419) + chr(0b1100101))('\x75' + chr(0b1011110 + 0o26) + chr(0b1100110) + chr(0b101101) + '\x38'))[l5J9TsmW3xue])
xafqLlk3kkUe(WJL8SgTHRPNq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(0b1100100) + chr(9012 - 8911) + chr(8187 - 8088) + chr(5372 - 5261) + chr(0b1100100) + '\145')(chr(8119 - 8002) + '\x74' + chr(446 - 344) + '\x2d' + chr(2984 - 2928)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xae\x05-\x88jG\x9e\xbb\xe2'), chr(100) + chr(0b11 + 0o142) + chr(99) + '\x6f' + '\144' + '\x65')(chr(3791 - 3674) + chr(116) + chr(102) + chr(0b0 + 0o55) + '\x38'))[l5J9TsmW3xue])
xafqLlk3kkUe(Ke3U4mdsrxin, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(5461 - 5361) + chr(101) + '\x63' + chr(11933 - 11822) + chr(0b1100100) + chr(101))(chr(117) + chr(0b11100 + 0o130) + chr(0b1011110 + 0o10) + '\055' + chr(0b111000)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\xa0\x1e\x13\x96PB\x92\xbd\xe2\x86'), '\144' + '\x65' + chr(6825 - 6726) + chr(0b11 + 0o154) + chr(0b1100100) + chr(101))('\165' + '\164' + chr(0b1100110) + '\055' + '\070'))[l5J9TsmW3xue])
xafqLlk3kkUe(DGFDHBgWLUl3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), '\144' + chr(101) + chr(99) + chr(0b1101111) + chr(100) + chr(5691 - 5590))(chr(7633 - 7516) + chr(116) + '\146' + chr(1253 - 1208) + '\070'))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xa6\x03"\x90F'), '\x64' + chr(6950 - 6849) + chr(99) + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + '\164' + '\146' + '\x2d' + chr(0b100001 + 0o27)))[l5J9TsmW3xue])
xafqLlk3kkUe(EB_eGgSqKxZx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), '\144' + '\145' + chr(0b100 + 0o137) + '\157' + '\x64' + chr(4934 - 4833))('\165' + '\x74' + chr(9810 - 9708) + chr(0b100 + 0o51) + chr(0b1010 + 0o56)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\xb3\x03:\x8dZV\x82\x8a\xf1\x87\x13\x824\xf3\xe5U\xa9\xe9\xe2\x06*Y'), '\x64' + chr(101) + chr(0b1100011) + chr(5027 - 4916) + chr(0b10111 + 0o115) + chr(101))('\x75' + '\164' + '\146' + chr(1063 - 1018) + chr(0b111000)))[l5J9TsmW3xue])
xafqLlk3kkUe(DoLr3N2DDmhw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), '\x64' + chr(0b111000 + 0o55) + chr(0b10101 + 0o116) + chr(0b1101111) + chr(9528 - 9428) + chr(101))('\x75' + '\164' + chr(102) + '\055' + chr(56)))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\xb3\x03:\x8dZV\x82\x8a\xf3\x87\x08\x82\x04\xe0\xd9@\xa3\xf2\xe5\x1a'), chr(100) + chr(0b11010 + 0o113) + chr(99) + chr(111) + '\144' + chr(0b100 + 0o141))(chr(117) + chr(116) + chr(6872 - 6770) + chr(0b101101) + chr(0b1100 + 0o54)))[l5J9TsmW3xue])
xafqLlk3kkUe(IUxugCkGYncb, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xb1\x16)\x8aQ'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + chr(4089 - 3989) + '\145')(chr(4475 - 4358) + chr(7426 - 7310) + '\x66' + chr(0b101001 + 0o4) + '\x38'))(xafqLlk3kkUe(imTTECmT7wuw, xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x94\x1e9\x83vH\xb6\x8c\xe9\x81\x12'), chr(5680 - 5580) + '\145' + chr(672 - 573) + chr(0b110111 + 0o70) + chr(0b111001 + 0o53) + '\x65')(chr(7552 - 7435) + chr(0b1110100) + chr(0b1100110) + chr(0b101001 + 0o4) + chr(56)))[l5J9TsmW3xue])
if xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\xb2\x03\x13\x96P@\x84\xa7\xf5\x87\x1e\x82'), '\x64' + chr(101) + chr(5443 - 5344) + chr(111) + chr(3860 - 3760) + chr(0b1100101))('\x75' + '\x74' + chr(1867 - 1765) + chr(0b10 + 0o53) + chr(0b111000))):
TIomD9KL0hBZ = WqUC3KWvYVup.vstack(TIomD9KL0hBZ)
XoKEpUOqs6zF = nK0bSWnkqoFP(tLWJbHm8Cgs5, KgRpkiMaaV_a, PCmuCuSmyum_, TIomD9KL0hBZ, yrDfr6ll4Ijz, DGFDHBgWLUl3, WJL8SgTHRPNq, EB_eGgSqKxZx, DoLr3N2DDmhw, Ke3U4mdsrxin, IUxugCkGYncb)
return XoKEpUOqs6zF
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
PPOTrainer.add_experiences
|
def add_experiences(self, curr_all_info: AllBrainInfo, next_all_info: AllBrainInfo, take_action_outputs):
"""
Adds experiences to each agent's experience history.
:param curr_all_info: Dictionary of all current brains and corresponding BrainInfo.
:param next_all_info: Dictionary of all current brains and corresponding BrainInfo.
:param take_action_outputs: The outputs of the Policy's get_action method.
"""
self.trainer_metrics.start_experience_collection_timer()
if take_action_outputs:
self.stats['Policy/Value Estimate'].append(take_action_outputs['value'].mean())
self.stats['Policy/Entropy'].append(take_action_outputs['entropy'].mean())
self.stats['Policy/Learning Rate'].append(take_action_outputs['learning_rate'])
curr_info = curr_all_info[self.brain_name]
next_info = next_all_info[self.brain_name]
for agent_id in curr_info.agents:
self.training_buffer[agent_id].last_brain_info = curr_info
self.training_buffer[agent_id].last_take_action_outputs = take_action_outputs
if curr_info.agents != next_info.agents:
curr_to_use = self.construct_curr_info(next_info)
else:
curr_to_use = curr_info
intrinsic_rewards = self.policy.get_intrinsic_rewards(curr_to_use, next_info)
for agent_id in next_info.agents:
stored_info = self.training_buffer[agent_id].last_brain_info
stored_take_action_outputs = self.training_buffer[agent_id].last_take_action_outputs
if stored_info is not None:
idx = stored_info.agents.index(agent_id)
next_idx = next_info.agents.index(agent_id)
if not stored_info.local_done[idx]:
for i, _ in enumerate(stored_info.visual_observations):
self.training_buffer[agent_id]['visual_obs%d' % i].append(
stored_info.visual_observations[i][idx])
self.training_buffer[agent_id]['next_visual_obs%d' % i].append(
next_info.visual_observations[i][next_idx])
if self.policy.use_vec_obs:
self.training_buffer[agent_id]['vector_obs'].append(stored_info.vector_observations[idx])
self.training_buffer[agent_id]['next_vector_in'].append(
next_info.vector_observations[next_idx])
if self.policy.use_recurrent:
if stored_info.memories.shape[1] == 0:
stored_info.memories = np.zeros((len(stored_info.agents), self.policy.m_size))
self.training_buffer[agent_id]['memory'].append(stored_info.memories[idx])
actions = stored_take_action_outputs['action']
if self.policy.use_continuous_act:
actions_pre = stored_take_action_outputs['pre_action']
self.training_buffer[agent_id]['actions_pre'].append(actions_pre[idx])
epsilons = stored_take_action_outputs['random_normal_epsilon']
self.training_buffer[agent_id]['random_normal_epsilon'].append(
epsilons[idx])
else:
self.training_buffer[agent_id]['action_mask'].append(
stored_info.action_masks[idx], padding_value=1)
a_dist = stored_take_action_outputs['log_probs']
value = stored_take_action_outputs['value']
self.training_buffer[agent_id]['actions'].append(actions[idx])
self.training_buffer[agent_id]['prev_action'].append(stored_info.previous_vector_actions[idx])
self.training_buffer[agent_id]['masks'].append(1.0)
if self.use_curiosity:
self.training_buffer[agent_id]['rewards'].append(next_info.rewards[next_idx] +
intrinsic_rewards[next_idx])
else:
self.training_buffer[agent_id]['rewards'].append(next_info.rewards[next_idx])
self.training_buffer[agent_id]['action_probs'].append(a_dist[idx])
self.training_buffer[agent_id]['value_estimates'].append(value[idx][0])
if agent_id not in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
self.cumulative_rewards[agent_id] += next_info.rewards[next_idx]
if self.use_curiosity:
if agent_id not in self.intrinsic_rewards:
self.intrinsic_rewards[agent_id] = 0
self.intrinsic_rewards[agent_id] += intrinsic_rewards[next_idx]
if not next_info.local_done[next_idx]:
if agent_id not in self.episode_steps:
self.episode_steps[agent_id] = 0
self.episode_steps[agent_id] += 1
self.trainer_metrics.end_experience_collection_timer()
|
python
|
def add_experiences(self, curr_all_info: AllBrainInfo, next_all_info: AllBrainInfo, take_action_outputs):
"""
Adds experiences to each agent's experience history.
:param curr_all_info: Dictionary of all current brains and corresponding BrainInfo.
:param next_all_info: Dictionary of all current brains and corresponding BrainInfo.
:param take_action_outputs: The outputs of the Policy's get_action method.
"""
self.trainer_metrics.start_experience_collection_timer()
if take_action_outputs:
self.stats['Policy/Value Estimate'].append(take_action_outputs['value'].mean())
self.stats['Policy/Entropy'].append(take_action_outputs['entropy'].mean())
self.stats['Policy/Learning Rate'].append(take_action_outputs['learning_rate'])
curr_info = curr_all_info[self.brain_name]
next_info = next_all_info[self.brain_name]
for agent_id in curr_info.agents:
self.training_buffer[agent_id].last_brain_info = curr_info
self.training_buffer[agent_id].last_take_action_outputs = take_action_outputs
if curr_info.agents != next_info.agents:
curr_to_use = self.construct_curr_info(next_info)
else:
curr_to_use = curr_info
intrinsic_rewards = self.policy.get_intrinsic_rewards(curr_to_use, next_info)
for agent_id in next_info.agents:
stored_info = self.training_buffer[agent_id].last_brain_info
stored_take_action_outputs = self.training_buffer[agent_id].last_take_action_outputs
if stored_info is not None:
idx = stored_info.agents.index(agent_id)
next_idx = next_info.agents.index(agent_id)
if not stored_info.local_done[idx]:
for i, _ in enumerate(stored_info.visual_observations):
self.training_buffer[agent_id]['visual_obs%d' % i].append(
stored_info.visual_observations[i][idx])
self.training_buffer[agent_id]['next_visual_obs%d' % i].append(
next_info.visual_observations[i][next_idx])
if self.policy.use_vec_obs:
self.training_buffer[agent_id]['vector_obs'].append(stored_info.vector_observations[idx])
self.training_buffer[agent_id]['next_vector_in'].append(
next_info.vector_observations[next_idx])
if self.policy.use_recurrent:
if stored_info.memories.shape[1] == 0:
stored_info.memories = np.zeros((len(stored_info.agents), self.policy.m_size))
self.training_buffer[agent_id]['memory'].append(stored_info.memories[idx])
actions = stored_take_action_outputs['action']
if self.policy.use_continuous_act:
actions_pre = stored_take_action_outputs['pre_action']
self.training_buffer[agent_id]['actions_pre'].append(actions_pre[idx])
epsilons = stored_take_action_outputs['random_normal_epsilon']
self.training_buffer[agent_id]['random_normal_epsilon'].append(
epsilons[idx])
else:
self.training_buffer[agent_id]['action_mask'].append(
stored_info.action_masks[idx], padding_value=1)
a_dist = stored_take_action_outputs['log_probs']
value = stored_take_action_outputs['value']
self.training_buffer[agent_id]['actions'].append(actions[idx])
self.training_buffer[agent_id]['prev_action'].append(stored_info.previous_vector_actions[idx])
self.training_buffer[agent_id]['masks'].append(1.0)
if self.use_curiosity:
self.training_buffer[agent_id]['rewards'].append(next_info.rewards[next_idx] +
intrinsic_rewards[next_idx])
else:
self.training_buffer[agent_id]['rewards'].append(next_info.rewards[next_idx])
self.training_buffer[agent_id]['action_probs'].append(a_dist[idx])
self.training_buffer[agent_id]['value_estimates'].append(value[idx][0])
if agent_id not in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
self.cumulative_rewards[agent_id] += next_info.rewards[next_idx]
if self.use_curiosity:
if agent_id not in self.intrinsic_rewards:
self.intrinsic_rewards[agent_id] = 0
self.intrinsic_rewards[agent_id] += intrinsic_rewards[next_idx]
if not next_info.local_done[next_idx]:
if agent_id not in self.episode_steps:
self.episode_steps[agent_id] = 0
self.episode_steps[agent_id] += 1
self.trainer_metrics.end_experience_collection_timer()
|
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] |
Adds experiences to each agent's experience history.
:param curr_all_info: Dictionary of all current brains and corresponding BrainInfo.
:param next_all_info: Dictionary of all current brains and corresponding BrainInfo.
:param take_action_outputs: The outputs of the Policy's get_action method.
|
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":",
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"get_action",
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"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L155-L235
|
train
|
Adds experiences to each agent s experience history.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1850 - 1802) + chr(1762 - 1651) + chr(0b110011) + chr(1924 - 1874) + chr(0b110010), 42371 - 42363), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(0b11011 + 0o27) + chr(52) + chr(0b100011 + 0o15), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(2440 - 2385) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\065' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\x31' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(10891 - 10780) + chr(0b110010) + '\065' + chr(1180 - 1128), 0b1000), ehT0Px3KOsy9(chr(716 - 668) + '\x6f' + chr(0b111 + 0o54) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11321 - 11210) + '\062' + '\066' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110001) + chr(3019 - 2964) + '\x33', 8), ehT0Px3KOsy9(chr(81 - 33) + '\x6f' + chr(2181 - 2131) + chr(0b110000) + chr(1808 - 1757), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(3409 - 3298) + chr(50) + '\x33' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + '\062' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001101 + 0o42) + '\x31' + chr(53) + '\067', 0o10), ehT0Px3KOsy9(chr(416 - 368) + '\x6f' + chr(0b110011) + chr(1734 - 1684) + chr(50), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(55) + '\061', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(50) + chr(0b101010 + 0o13) + chr(51), 0b1000), ehT0Px3KOsy9(chr(581 - 533) + '\x6f' + chr(338 - 287) + '\x37' + '\x36', 1236 - 1228), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110110) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(794 - 746) + chr(111) + '\063' + chr(463 - 413) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + '\063' + chr(0b110100), 49984 - 49976), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(0b110111) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(12235 - 12124) + chr(0b10111 + 0o32) + chr(0b101001 + 0o15) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1233 - 1185) + '\157' + chr(0b11011 + 0o30) + '\062' + chr(50), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2222 - 2111) + chr(1386 - 1336) + chr(0b110001) + chr(0b110110), 47056 - 47048), ehT0Px3KOsy9('\060' + chr(790 - 679) + chr(0b110011) + '\061' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b111 + 0o54) + chr(52) + chr(0b111 + 0o55), 0o10), ehT0Px3KOsy9(chr(502 - 454) + chr(4937 - 4826) + '\062' + '\066' + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(2876 - 2765) + chr(1896 - 1846) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + '\x35' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b1111 + 0o47) + '\065', 40502 - 40494), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + '\x32' + '\060' + chr(0b10011 + 0o36), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\x36' + chr(0b110000), 22394 - 22386), ehT0Px3KOsy9('\x30' + chr(7222 - 7111) + '\061' + chr(1332 - 1283) + '\x31', 54512 - 54504), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(51) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(512 - 464) + chr(111) + chr(0b110001) + chr(50) + chr(0b110000 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1000001 + 0o56) + chr(50), 1848 - 1840), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + '\x32' + chr(0b1011 + 0o53) + chr(1449 - 1397), 53212 - 53204), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10001 + 0o42) + chr(0b11101 + 0o25), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + '\x36' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(2915 - 2804) + chr(0b110010) + chr(0b1 + 0o62) + chr(0b110101), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc'), chr(765 - 665) + chr(0b111010 + 0o53) + '\x63' + '\157' + chr(0b11110 + 0o106) + chr(101))(chr(117) + '\x74' + '\146' + '\055' + chr(239 - 183)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UNetVklTvNLx(oVre8I6UXc3b, SPloGFNHrjd6, wURw1Bmx_Hv9, NGicoBkrUpwn):
xafqLlk3kkUe(oVre8I6UXc3b.trainer_metrics, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xd4\x1a^}\xf3}\xc8\x0b\xe6\xedy\n\xbc\x1a\xce\xa1T\xbbpP\x11\xb1\xfa\xa3\x8b\xdeOZ\x1c\xec\x95;'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\157' + '\144' + chr(101))(chr(0b1011010 + 0o33) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000)))()
if NGicoBkrUpwn:
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\xcf\x17Ej\xd57\xe6\x1a\xef\xeauO\x97\n\xdf\x97Z\xb5hY'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(11082 - 10971) + chr(0b1000101 + 0o37) + '\145')(chr(0b1101001 + 0o14) + chr(0b10100 + 0o140) + '\146' + chr(0b101101) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(0b1100100) + chr(0b1101 + 0o130) + chr(0b1100011) + chr(0b1000 + 0o147) + '\144' + chr(101))(chr(0b1110101) + chr(0b1100111 + 0o15) + chr(0b1100110) + '\x2d' + '\x38'))(xafqLlk3kkUe(NGicoBkrUpwn[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc1\x17Yl'), chr(0b1100100) + chr(7718 - 7617) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(102) + chr(1384 - 1339) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xea\x13e}\xefG\xe6\x1a\xf4\xf3g'), '\144' + chr(6686 - 6585) + chr(0b1001011 + 0o30) + '\x6f' + chr(0b1111 + 0o125) + chr(0b1100101))('\x75' + chr(0b1100100 + 0o20) + chr(0b1100110) + chr(0b101101) + chr(0b111000)))())
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\xcf\x17Ej\xd57\xf5\x15\xf7\xed\x7f\x1f\xab'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100100) + '\145')(chr(6851 - 6734) + chr(116) + chr(0b1010101 + 0o21) + chr(0b101101) + chr(0b101010 + 0o16))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1100101 + 0o12) + chr(0b1100100) + chr(101))(chr(0b110010 + 0o103) + chr(1328 - 1212) + '\x66' + '\x2d' + '\x38'))(xafqLlk3kkUe(NGicoBkrUpwn[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xce\x0f^f\xdca'), chr(0b100110 + 0o76) + chr(0b1100101) + chr(0b101111 + 0o64) + chr(0b101000 + 0o107) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(266 - 150) + chr(102) + chr(1444 - 1399) + chr(2717 - 2661))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xea\x13e}\xefG\xe6\x1a\xf4\xf3g'), chr(0b1100100) + '\145' + chr(1752 - 1653) + chr(111) + '\144' + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000 + 0o0)))())
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\xcf\x17Ej\xd57\xfc\x1e\xe2\xed~\x06\xbc\x1e\x8b\xacV\xa0y'), chr(0b1100100) + chr(0b1100101) + chr(0b1000000 + 0o43) + chr(0b1101111) + chr(8607 - 8507) + chr(0b1100101))('\x75' + chr(0b1110100) + '\x66' + '\055' + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(0b1000010 + 0o42) + '\145' + '\x63' + '\157' + chr(943 - 843) + chr(0b101100 + 0o71))('\x75' + chr(116) + '\x66' + chr(1309 - 1264) + '\070'))(NGicoBkrUpwn[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\xc5\x1a^g\xc5v\xd7$\xf1\xfed\n'), '\144' + chr(10063 - 9962) + '\x63' + '\157' + chr(0b1100100) + chr(101))('\165' + chr(0b1100 + 0o150) + chr(0b1100110) + '\055' + chr(56))])
XoKEpUOqs6zF = SPloGFNHrjd6[oVre8I6UXc3b.brain_name]
RA1aT65ImOMG = wURw1Bmx_Hv9[oVre8I6UXc3b.brain_name]
for zo8AptUG8P02 in xafqLlk3kkUe(XoKEpUOqs6zF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc7\x1eB}\xdf'), chr(100) + chr(6133 - 6032) + '\x63' + chr(9999 - 9888) + chr(100) + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(45) + '\x38')):
oVre8I6UXc3b.training_buffer[zo8AptUG8P02].a35pUBi5kYE0 = XoKEpUOqs6zF
oVre8I6UXc3b.training_buffer[zo8AptUG8P02].EGt2dCLpCRhI = NGicoBkrUpwn
if xafqLlk3kkUe(XoKEpUOqs6zF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc7\x1eB}\xdf'), chr(100) + chr(101) + chr(4673 - 4574) + chr(0b111111 + 0o60) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(1849 - 1733) + chr(0b1100110) + chr(0b101101) + chr(1953 - 1897))) != xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc7\x1eB}\xdf'), chr(100) + chr(0b1001100 + 0o31) + chr(99) + chr(111) + chr(0b1100100) + chr(9059 - 8958))('\x75' + '\164' + chr(102) + '\055' + '\x38')):
B0X6OhLruC4R = oVre8I6UXc3b.construct_curr_info(RA1aT65ImOMG)
else:
B0X6OhLruC4R = XoKEpUOqs6zF
mD4xbN0pmAlc = oVre8I6UXc3b.policy.get_intrinsic_rewards(B0X6OhLruC4R, RA1aT65ImOMG)
for zo8AptUG8P02 in xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc7\x1eB}\xdf'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + chr(101))(chr(10481 - 10364) + chr(11108 - 10992) + chr(0b11010 + 0o114) + chr(0b10010 + 0o33) + '\070')):
HIjjFZxqX5nA = oVre8I6UXc3b.training_buffer[zo8AptUG8P02].a35pUBi5kYE0
hCWaIN6wT3_S = oVre8I6UXc3b.training_buffer[zo8AptUG8P02].EGt2dCLpCRhI
if HIjjFZxqX5nA is not None:
YlqusYB6InkM = HIjjFZxqX5nA.agents.XdowRbJKZWL9(zo8AptUG8P02)
mBzzEpuJdqv5 = RA1aT65ImOMG.agents.XdowRbJKZWL9(zo8AptUG8P02)
if not xafqLlk3kkUe(HIjjFZxqX5nA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\xcf\x18Me\xf3|\xdf\x15\xe6'), chr(5073 - 4973) + '\145' + '\143' + chr(111) + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + '\146' + chr(1484 - 1439) + '\070'))[YlqusYB6InkM]:
for (WVxHKyX45z_L, VNGQdHSFPrso) in YlkZvXL8qwsX(xafqLlk3kkUe(HIjjFZxqX5nA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc9\x08Yh\xc0G\xdf\x19\xf0\xfab\x19\xb3\r\xc2\x91Y\xa7'), chr(0b1010111 + 0o15) + '\145' + chr(7774 - 7675) + chr(111) + chr(0b1101 + 0o127) + chr(101))(chr(452 - 335) + chr(116) + chr(6332 - 6230) + '\055' + chr(0b111000)))):
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc9\x08Yh\xc0G\xdf\x19\xf0\xbat'), chr(100) + '\145' + '\x63' + chr(7736 - 7625) + chr(4941 - 4841) + chr(0b1100101))('\165' + '\x74' + chr(102) + '\x2d' + chr(0b0 + 0o70)) % WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), '\x64' + chr(0b111010 + 0o53) + chr(8039 - 7940) + chr(0b1101111) + chr(7055 - 6955) + chr(0b1100101))('\165' + chr(669 - 553) + chr(9063 - 8961) + '\055' + '\070'))(xafqLlk3kkUe(HIjjFZxqX5nA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc9\x08Yh\xc0G\xdf\x19\xf0\xfab\x19\xb3\r\xc2\x91Y\xa7'), chr(0b1100100) + '\x65' + chr(6835 - 6736) + chr(6650 - 6539) + chr(0b1010010 + 0o22) + chr(0b11101 + 0o110))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101101) + chr(609 - 553)))[WVxHKyX45z_L][YlqusYB6InkM])
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xc5\x03XV\xdaq\xc3\x0e\xe2\xf3O\x00\xb0\n\x8e\x9a'), chr(0b100111 + 0o75) + chr(1858 - 1757) + '\x63' + chr(0b1101111) + '\144' + chr(1290 - 1189))(chr(11539 - 11422) + chr(12810 - 12694) + chr(3909 - 3807) + '\x2d' + chr(0b11000 + 0o40)) % WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), '\x64' + chr(0b1011000 + 0o15) + chr(1957 - 1858) + '\157' + chr(0b1001001 + 0o33) + '\x65')(chr(117) + chr(0b110101 + 0o77) + chr(9765 - 9663) + chr(45) + '\070'))(xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc9\x08Yh\xc0G\xdf\x19\xf0\xfab\x19\xb3\r\xc2\x91Y\xa7'), '\144' + chr(101) + chr(3690 - 3591) + chr(0b1100001 + 0o16) + chr(100) + '\x65')(chr(3195 - 3078) + chr(0b1110100) + chr(9095 - 8993) + chr(0b101101) + chr(0b100001 + 0o27)))[WVxHKyX45z_L][mBzzEpuJdqv5])
if xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xd3\x1es\x7f\xc9{\xef\x14\xe1\xec'), '\144' + '\x65' + '\x63' + '\x6f' + chr(0b1001 + 0o133) + chr(8905 - 8804))('\165' + chr(0b100011 + 0o121) + chr(102) + chr(1660 - 1615) + chr(3029 - 2973))):
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc5\x18Xf\xdeG\xdf\x19\xf0'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))('\165' + chr(0b111 + 0o155) + chr(7415 - 7313) + chr(597 - 552) + chr(2965 - 2909))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\x65')('\x75' + '\164' + chr(0b1100110) + '\x2d' + chr(0b11 + 0o65)))(xafqLlk3kkUe(HIjjFZxqX5nA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc5\x18Xf\xdeG\xdf\x19\xf0\xfab\x19\xb3\r\xc2\x91Y\xa7'), chr(100) + chr(101) + chr(99) + chr(0b1011000 + 0o27) + chr(5899 - 5799) + chr(4862 - 4761))(chr(117) + chr(116) + chr(102) + chr(0b1000 + 0o45) + chr(0b111000)))[YlqusYB6InkM])
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xc5\x03XV\xda}\xd3\x0f\xec\xedO\x06\xbc'), chr(0b1010 + 0o132) + chr(0b1100101) + chr(0b111001 + 0o52) + '\157' + '\144' + chr(9619 - 9518))(chr(1779 - 1662) + chr(0b1000110 + 0o56) + chr(0b1100110) + '\055' + chr(2946 - 2890))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(100) + chr(0b1100101) + '\x63' + chr(2057 - 1946) + '\144' + chr(101))(chr(117) + chr(6534 - 6418) + chr(9862 - 9760) + '\x2d' + '\070'))(xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc5\x18Xf\xdeG\xdf\x19\xf0\xfab\x19\xb3\r\xc2\x91Y\xa7'), chr(5109 - 5009) + chr(1693 - 1592) + chr(99) + chr(0b1101111) + chr(6666 - 6566) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1111 + 0o127) + '\055' + chr(697 - 641)))[mBzzEpuJdqv5])
if xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xd3\x1es{\xc9{\xc5\t\xf1\xfa~\x1b'), chr(0b1100100) + '\x65' + chr(139 - 40) + chr(0b1100001 + 0o16) + '\144' + '\145')(chr(13549 - 13432) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38')):
if xafqLlk3kkUe(HIjjFZxqX5nA.memories, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xc1\x0euo\xe0\x7f\xdc/\xf3\xfcr'), chr(100) + chr(0b1100011 + 0o2) + '\x63' + '\157' + chr(100) + '\x65')('\165' + chr(0b1110100) + chr(9306 - 9204) + chr(0b101101) + chr(2916 - 2860)))[ehT0Px3KOsy9('\060' + chr(111) + '\061', 12110 - 12102)] == ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o2), ord("\x08")):
HIjjFZxqX5nA.TIomD9KL0hBZ = WqUC3KWvYVup.zeros((c2A0yzQpDQB3(HIjjFZxqX5nA.agents), oVre8I6UXc3b.policy.m_size))
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\xc5\x16C{\xd5'), chr(100) + chr(0b10000 + 0o125) + chr(0b1100011) + chr(2282 - 2171) + chr(0b1100100) + chr(0b1100101))(chr(0b1000101 + 0o60) + chr(0b11010 + 0o132) + '\x66' + chr(0b11 + 0o52) + chr(0b1110 + 0o52))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(0b1100100) + chr(8434 - 8333) + chr(0b1111 + 0o124) + chr(0b1101111) + chr(0b1001011 + 0o31) + '\x65')(chr(0b1000100 + 0o61) + '\164' + '\146' + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(HIjjFZxqX5nA, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\xe9\x14AM\x95S\xfcK\xeb\xddJ'), chr(0b1011100 + 0o10) + '\x65' + chr(6049 - 5950) + '\157' + '\144' + chr(0b1100101))(chr(0b1000001 + 0o64) + chr(0b1100010 + 0o22) + '\x66' + chr(45) + chr(0b101011 + 0o15)))[YlqusYB6InkM])
WCl6VUkME_8I = hCWaIN6wT3_S[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc3\x0fEf\xc2'), chr(761 - 661) + '\145' + '\143' + '\157' + chr(5267 - 5167) + chr(101))(chr(117) + '\164' + '\x66' + '\x2d' + chr(56))]
if xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xd3\x1esj\xc3v\xc4\x12\xed\xea\x7f\x1a\xa1&\xca\x9dC'), '\144' + chr(0b1 + 0o144) + chr(0b1011110 + 0o5) + chr(111) + chr(0b110011 + 0o61) + chr(0b1100101))(chr(117) + '\164' + '\146' + '\x2d' + '\x38')):
CTFVwng0i9vS = hCWaIN6wT3_S[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xd2\x1esh\xcfl\xd9\x14\xed'), chr(100) + chr(1410 - 1309) + chr(99) + chr(766 - 655) + chr(0b1100100) + chr(0b1001101 + 0o30))(chr(0b1101010 + 0o13) + chr(0b1110100) + chr(102) + '\055' + '\070')]
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc3\x0fEf\xc2k\xef\x0b\xf1\xfa'), chr(0b111110 + 0o46) + chr(9188 - 9087) + chr(99) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), '\x64' + '\x65' + '\x63' + '\x6f' + '\x64' + chr(437 - 336))(chr(0b1000000 + 0o65) + chr(0b1110100) + chr(1313 - 1211) + '\055' + chr(2524 - 2468)))(CTFVwng0i9vS[YlqusYB6InkM])
jPJUVUI5ETZ2 = hCWaIN6wT3_S[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xc1\x15Hf\xc1G\xde\x14\xf1\xf2q\x03\x8d\x1c\xdb\x8d^\xb8sR'), chr(0b100 + 0o140) + '\x65' + chr(0b1011111 + 0o4) + '\x6f' + '\144' + chr(0b1100101))(chr(0b1001101 + 0o50) + '\164' + '\x66' + chr(45) + chr(0b111000))]
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xc1\x15Hf\xc1G\xde\x14\xf1\xf2q\x03\x8d\x1c\xdb\x8d^\xb8sR'), chr(0b10111 + 0o115) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + chr(4338 - 4237))(chr(117) + chr(0b1011110 + 0o26) + chr(102) + '\055' + '\070')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1000110 + 0o51) + chr(100) + chr(101))(chr(117) + chr(0b1101111 + 0o5) + '\146' + chr(0b100001 + 0o14) + chr(134 - 78)))(jPJUVUI5ETZ2[YlqusYB6InkM])
else:
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc3\x0fEf\xc2G\xdd\x1a\xf0\xf4'), chr(0b11010 + 0o112) + '\x65' + '\x63' + chr(9342 - 9231) + chr(100) + chr(0b1100101))('\165' + '\164' + chr(0b11000 + 0o116) + chr(45) + '\070')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), '\x64' + chr(665 - 564) + chr(99) + chr(10837 - 10726) + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(0b100011 + 0o25)))(xafqLlk3kkUe(HIjjFZxqX5nA, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\xf5\x03Yn\xefs\xf7"\xed\xfcr'), chr(100) + chr(101) + chr(99) + '\157' + '\144' + chr(0b1010000 + 0o25))(chr(0b1000010 + 0o63) + chr(1242 - 1126) + '\x66' + chr(298 - 253) + '\x38'))[YlqusYB6InkM], padding_value=ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001), 8))
f2KAG_MWfC7C = hCWaIN6wT3_S[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\xcf\x1csy\xdew\xd2\x08'), chr(0b1100100) + chr(2795 - 2694) + chr(0b1101 + 0o126) + '\x6f' + chr(100) + '\145')(chr(2757 - 2640) + '\164' + chr(0b1100110) + chr(0b1 + 0o54) + chr(56))]
QmmgWUB13VCJ = hCWaIN6wT3_S[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc1\x17Yl'), '\x64' + '\x65' + chr(3144 - 3045) + chr(0b1101111) + chr(0b110 + 0o136) + chr(0b110 + 0o137))(chr(117) + '\164' + chr(102) + chr(0b11101 + 0o20) + '\070')]
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc3\x0fEf\xc2k'), '\144' + '\x65' + chr(99) + chr(3481 - 3370) + chr(2005 - 1905) + '\x65')(chr(117) + chr(116) + '\146' + chr(770 - 725) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + chr(0b1100100) + chr(3867 - 3766))('\x75' + '\x74' + chr(102) + '\x2d' + '\x38'))(WCl6VUkME_8I[YlqusYB6InkM])
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xd2\x1eZV\xcd{\xc4\x12\xec\xf1'), '\x64' + chr(3728 - 3627) + chr(0b1100011) + chr(0b1101011 + 0o4) + chr(3297 - 3197) + chr(0b1100101))('\x75' + chr(116) + chr(102) + '\x2d' + chr(2238 - 2182))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(100) + chr(101) + '\143' + '\157' + chr(9112 - 9012) + chr(101))(chr(4315 - 4198) + chr(5001 - 4885) + chr(9749 - 9647) + chr(0b10000 + 0o35) + chr(0b100011 + 0o25)))(xafqLlk3kkUe(HIjjFZxqX5nA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xd2\x1eZ`\xc3m\xc3$\xf5\xfas\x1b\xbd\x0b\xf4\x9fT\xa0uS\x1a\xa1'), chr(0b1100100) + chr(0b1100100 + 0o1) + '\143' + '\x6f' + chr(0b1100100) + chr(3444 - 3343))(chr(0b11101 + 0o130) + chr(116) + '\x66' + chr(1322 - 1277) + '\x38'))[YlqusYB6InkM])
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\xc1\x08Gz'), chr(100) + '\x65' + chr(7736 - 7637) + chr(4958 - 4847) + chr(100) + '\x65')(chr(0b1110101) + chr(4690 - 4574) + chr(0b101001 + 0o75) + chr(1467 - 1422) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), '\144' + chr(0b1000101 + 0o40) + chr(99) + '\x6f' + chr(100) + chr(101))(chr(0b1101 + 0o150) + chr(0b1110 + 0o146) + chr(102) + chr(0b101101) + chr(0b10101 + 0o43)))(1.0)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xd3\x1esj\xd9j\xd9\x14\xf0\xf6d\x16'), chr(0b110001 + 0o63) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1001011 + 0o31) + '\x65')(chr(0b1110101) + '\164' + chr(0b1000100 + 0o42) + chr(406 - 361) + '\x38')):
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xc5\x0cM{\xc8k'), chr(0b1100100) + chr(0b101000 + 0o75) + '\x63' + '\x6f' + chr(100) + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(405 - 360) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(100) + chr(7101 - 7000) + chr(0b1100011) + chr(111) + chr(2231 - 2131) + '\x65')(chr(0b1110101) + chr(7979 - 7863) + chr(102) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xc5\x0cM{\xc8k'), chr(100) + '\145' + '\143' + '\157' + '\144' + chr(101))('\x75' + chr(6986 - 6870) + chr(0b101001 + 0o75) + chr(922 - 877) + '\070'))[mBzzEpuJdqv5] + mD4xbN0pmAlc[mBzzEpuJdqv5])
else:
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xc5\x0cM{\xc8k'), chr(3989 - 3889) + chr(0b1000001 + 0o44) + chr(515 - 416) + chr(111) + chr(100) + chr(1117 - 1016))(chr(117) + '\x74' + chr(570 - 468) + chr(45) + '\070')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), '\x64' + chr(9173 - 9072) + chr(0b1 + 0o142) + '\157' + chr(0b100 + 0o140) + chr(813 - 712))('\x75' + '\164' + '\146' + chr(45) + '\x38'))(xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xc5\x0cM{\xc8k'), chr(0b11 + 0o141) + chr(0b1101 + 0o130) + '\x63' + '\x6f' + chr(0b1001101 + 0o27) + chr(8699 - 8598))('\x75' + '\x74' + '\x66' + chr(0b101101) + '\070'))[mBzzEpuJdqv5])
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xc3\x0fEf\xc2G\xc0\t\xec\xfdc'), chr(0b1100100) + '\145' + chr(0b1 + 0o142) + '\x6f' + chr(9775 - 9675) + chr(0b1100101))(chr(7656 - 7539) + chr(116) + chr(0b1100110) + chr(0b100011 + 0o12) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(4375 - 4275) + chr(0b1100101) + chr(3622 - 3523) + chr(3990 - 3879) + chr(100) + chr(0b11110 + 0o107))(chr(9257 - 9140) + chr(0b110010 + 0o102) + chr(0b10110 + 0o120) + chr(697 - 652) + chr(56)))(f2KAG_MWfC7C[YlqusYB6InkM])
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc1\x17Yl\xf3}\xc3\x0f\xea\xf2q\x1b\xb7\n'), chr(0b1100100) + '\145' + chr(1689 - 1590) + '\157' + chr(0b1010 + 0o132) + chr(0b1100101))('\165' + chr(116) + chr(102) + '\055' + '\070')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xd0\x0bIg\xc8'), chr(0b110011 + 0o61) + chr(5503 - 5402) + chr(0b1010110 + 0o15) + chr(11418 - 11307) + chr(1384 - 1284) + chr(0b1100101))('\x75' + chr(116) + '\146' + chr(275 - 230) + chr(0b10010 + 0o46)))(QmmgWUB13VCJ[YlqusYB6InkM][ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(9191 - 9080) + '\060', 8)])
if zo8AptUG8P02 not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\x99JVJ\xde.\xe3"\xdb\xf6x'), '\144' + '\145' + '\143' + '\157' + chr(0b1001010 + 0o32) + '\x65')(chr(0b1101 + 0o150) + '\x74' + chr(1552 - 1450) + '\055' + '\070')):
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] = ehT0Px3KOsy9(chr(80 - 32) + chr(111) + chr(0b110000), 8)
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] += RA1aT65ImOMG.rewards[mBzzEpuJdqv5]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xd3\x1esj\xd9j\xd9\x14\xf0\xf6d\x16'), chr(100) + chr(0b1010011 + 0o22) + chr(99) + '\157' + '\x64' + '\x65')(chr(0b1110101) + chr(4620 - 4504) + '\x66' + '\x2d' + chr(1173 - 1117))):
if zo8AptUG8P02 not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\xce\x0f^`\xc2k\xd9\x18\xdc\xedu\x18\xb3\x0b\xcf\x8d'), '\x64' + chr(0b1100101) + '\143' + '\157' + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(4193 - 4091) + chr(45) + '\070')):
oVre8I6UXc3b.mD4xbN0pmAlc[zo8AptUG8P02] = ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110000), 8)
oVre8I6UXc3b.mD4xbN0pmAlc[zo8AptUG8P02] += mD4xbN0pmAlc[mBzzEpuJdqv5]
if not xafqLlk3kkUe(RA1aT65ImOMG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\xcf\x18Me\xf3|\xdf\x15\xe6'), '\144' + chr(101) + chr(0b1011011 + 0o10) + '\157' + chr(0b1100100) + '\x65')(chr(117) + '\164' + '\146' + chr(0b101101) + chr(0b101100 + 0o14)))[mBzzEpuJdqv5]:
if zo8AptUG8P02 not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\x94\x03yY\x95Y\xc3M\xd9\xec}'), '\144' + chr(3933 - 3832) + chr(0b1100011) + chr(111) + chr(0b111001 + 0o53) + '\145')(chr(117) + '\x74' + chr(0b100001 + 0o105) + chr(111 - 66) + chr(56))):
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] = ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(48), 8)
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] += ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1637 - 1588), 8)
xafqLlk3kkUe(oVre8I6UXc3b.trainer_metrics, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xce\x1fsl\xd4h\xd5\t\xea\xfa~\x0c\xb7&\xc8\x91[\xb8y_\x00\xbb\xe1\xa4\xbb\xc4yC\x10\xf3'), '\x64' + chr(0b111110 + 0o47) + '\x63' + chr(11481 - 11370) + '\x64' + chr(10106 - 10005))(chr(0b1110101) + chr(116) + chr(8508 - 8406) + '\x2d' + chr(564 - 508)))()
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
PPOTrainer.process_experiences
|
def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo):
"""
Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Dictionary of all current brains and corresponding BrainInfo.
:param new_info: Dictionary of all next brains and corresponding BrainInfo.
"""
self.trainer_metrics.start_experience_collection_timer()
info = new_info[self.brain_name]
for l in range(len(info.agents)):
agent_actions = self.training_buffer[info.agents[l]]['actions']
if ((info.local_done[l] or len(agent_actions) > self.trainer_parameters['time_horizon'])
and len(agent_actions) > 0):
agent_id = info.agents[l]
if info.local_done[l] and not info.max_reached[l]:
value_next = 0.0
else:
if info.max_reached[l]:
bootstrapping_info = self.training_buffer[agent_id].last_brain_info
idx = bootstrapping_info.agents.index(agent_id)
else:
bootstrapping_info = info
idx = l
value_next = self.policy.get_value_estimate(bootstrapping_info, idx)
self.training_buffer[agent_id]['advantages'].set(
get_gae(
rewards=self.training_buffer[agent_id]['rewards'].get_batch(),
value_estimates=self.training_buffer[agent_id]['value_estimates'].get_batch(),
value_next=value_next,
gamma=self.trainer_parameters['gamma'],
lambd=self.trainer_parameters['lambd']))
self.training_buffer[agent_id]['discounted_returns'].set(
self.training_buffer[agent_id]['advantages'].get_batch()
+ self.training_buffer[agent_id]['value_estimates'].get_batch())
self.training_buffer.append_update_buffer(agent_id, batch_size=None,
training_length=self.policy.sequence_length)
self.training_buffer[agent_id].reset_agent()
if info.local_done[l]:
self.cumulative_returns_since_policy_update.append(self.
cumulative_rewards.get(agent_id, 0))
self.stats['Environment/Cumulative Reward'].append(
self.cumulative_rewards.get(agent_id, 0))
self.reward_buffer.appendleft(self.cumulative_rewards.get(agent_id, 0))
self.stats['Environment/Episode Length'].append(
self.episode_steps.get(agent_id, 0))
self.cumulative_rewards[agent_id] = 0
self.episode_steps[agent_id] = 0
if self.use_curiosity:
self.stats['Policy/Curiosity Reward'].append(
self.intrinsic_rewards.get(agent_id, 0))
self.intrinsic_rewards[agent_id] = 0
self.trainer_metrics.end_experience_collection_timer()
|
python
|
def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo):
"""
Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Dictionary of all current brains and corresponding BrainInfo.
:param new_info: Dictionary of all next brains and corresponding BrainInfo.
"""
self.trainer_metrics.start_experience_collection_timer()
info = new_info[self.brain_name]
for l in range(len(info.agents)):
agent_actions = self.training_buffer[info.agents[l]]['actions']
if ((info.local_done[l] or len(agent_actions) > self.trainer_parameters['time_horizon'])
and len(agent_actions) > 0):
agent_id = info.agents[l]
if info.local_done[l] and not info.max_reached[l]:
value_next = 0.0
else:
if info.max_reached[l]:
bootstrapping_info = self.training_buffer[agent_id].last_brain_info
idx = bootstrapping_info.agents.index(agent_id)
else:
bootstrapping_info = info
idx = l
value_next = self.policy.get_value_estimate(bootstrapping_info, idx)
self.training_buffer[agent_id]['advantages'].set(
get_gae(
rewards=self.training_buffer[agent_id]['rewards'].get_batch(),
value_estimates=self.training_buffer[agent_id]['value_estimates'].get_batch(),
value_next=value_next,
gamma=self.trainer_parameters['gamma'],
lambd=self.trainer_parameters['lambd']))
self.training_buffer[agent_id]['discounted_returns'].set(
self.training_buffer[agent_id]['advantages'].get_batch()
+ self.training_buffer[agent_id]['value_estimates'].get_batch())
self.training_buffer.append_update_buffer(agent_id, batch_size=None,
training_length=self.policy.sequence_length)
self.training_buffer[agent_id].reset_agent()
if info.local_done[l]:
self.cumulative_returns_since_policy_update.append(self.
cumulative_rewards.get(agent_id, 0))
self.stats['Environment/Cumulative Reward'].append(
self.cumulative_rewards.get(agent_id, 0))
self.reward_buffer.appendleft(self.cumulative_rewards.get(agent_id, 0))
self.stats['Environment/Episode Length'].append(
self.episode_steps.get(agent_id, 0))
self.cumulative_rewards[agent_id] = 0
self.episode_steps[agent_id] = 0
if self.use_curiosity:
self.stats['Policy/Curiosity Reward'].append(
self.intrinsic_rewards.get(agent_id, 0))
self.intrinsic_rewards[agent_id] = 0
self.trainer_metrics.end_experience_collection_timer()
|
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Checks agent histories for processing condition, and processes them as necessary.
Processing involves calculating value and advantage targets for model updating step.
:param current_info: Dictionary of all current brains and corresponding BrainInfo.
:param new_info: Dictionary of all next brains and corresponding BrainInfo.
|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L237-L291
|
train
|
Processes the experiments in the current_info and new_info dictionary.
|
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(0b101010 + 0o6) + '\x6f' + chr(0b110000 + 0o1) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(929 - 879) + chr(49) + chr(1694 - 1644), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10513 - 10402) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(1456 - 1406) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(2059 - 2009) + '\x35', 11799 - 11791), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(0b110001 + 0o0) + chr(0b11001 + 0o36) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11836 - 11725) + '\x32' + chr(0b1110 + 0o43) + '\x30', 32829 - 32821), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(12273 - 12162) + '\x31' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1 + 0o156) + chr(0b101111 + 0o2) + chr(0b100011 + 0o24) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x37' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(10201 - 10090) + chr(51) + chr(0b101011 + 0o12) + chr(1056 - 1001), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(55) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + '\x32' + chr(0b11 + 0o64) + chr(0b110000), 64801 - 64793), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101000 + 0o12) + chr(588 - 533) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1101 + 0o44) + '\x35' + chr(2929 - 2874), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(625 - 574), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(50) + chr(177 - 125), 33967 - 33959), ehT0Px3KOsy9('\x30' + chr(4428 - 4317) + chr(0b110010) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(1800 - 1750) + chr(1955 - 1904) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2164 - 2053) + '\062' + '\067' + chr(0b10011 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(1978 - 1930) + chr(10585 - 10474) + chr(51) + chr(0b10100 + 0o41) + '\060', 1915 - 1907), ehT0Px3KOsy9('\060' + chr(0b10111 + 0o130) + chr(0b11110 + 0o23) + chr(0b100001 + 0o22) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + chr(0b10011 + 0o40) + chr(0b1111 + 0o45), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101110 + 0o3) + chr(0b100000 + 0o22) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(7159 - 7048) + chr(646 - 596) + chr(2212 - 2157) + '\x36', 43936 - 43928), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + '\x31' + chr(0b11101 + 0o26), 8), ehT0Px3KOsy9('\x30' + chr(5726 - 5615) + chr(180 - 130) + chr(49) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(6359 - 6248) + '\063', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(1048 - 998) + chr(0b100101 + 0o15) + chr(0b100101 + 0o20), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(852 - 801) + chr(0b101111 + 0o3) + chr(0b110001), 8), ehT0Px3KOsy9(chr(1057 - 1009) + '\157' + chr(0b100 + 0o55) + chr(51) + chr(808 - 756), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\063' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\065' + '\x32', 8253 - 8245), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + '\x32' + chr(0b110010) + chr(1862 - 1809), 8), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(1686 - 1634) + chr(0b10111 + 0o33), 37376 - 37368), ehT0Px3KOsy9(chr(48) + chr(2565 - 2454) + '\x33' + '\060' + '\x35', 11161 - 11153), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1010100 + 0o33) + '\x31' + '\x36' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + chr(1185 - 1136), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b11111 + 0o26) + chr(0b10010 + 0o36), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'$'), chr(0b1100100 + 0o0) + chr(101) + chr(99) + chr(111) + '\144' + '\145')('\165' + chr(0b1110100) + '\x66' + '\x2d' + chr(2136 - 2080)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zCrNqxAT4u3Z(oVre8I6UXc3b, KA4tWYdY5Kgb, T_3xosLhT6fO):
xafqLlk3kkUe(oVre8I6UXc3b.trainer_metrics, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xfea\xa3!j\x18\xf0nn\x0c\x11\x8aR\xdb\xdc0`{z\xf1\xd8\x8b.u;\xd0T\xfbj\xf8\xb4.'), chr(0b1010011 + 0o21) + chr(0b1100101) + chr(0b110101 + 0o56) + chr(750 - 639) + '\144' + chr(0b1100011 + 0o2))(chr(117) + '\164' + chr(102) + '\x2d' + chr(0b110 + 0o62)))()
S7Hxucg7jlZk = T_3xosLhT6fO[oVre8I6UXc3b.brain_name]
for aLoH_Mt0dzwO in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(S7Hxucg7jlZk, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xede\xbf!F'), chr(100) + chr(0b11000 + 0o115) + '\143' + chr(0b100111 + 0o110) + chr(0b1100100) + chr(101))(chr(13077 - 12960) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b111000))))):
h4ibkCkeRwY1 = oVre8I6UXc3b.mMzbk28svdxk[S7Hxucg7jlZk.agents[aLoH_Mt0dzwO]][xafqLlk3kkUe(SXOLrMavuUCe(b'k\xe9t\xb8:[\x0e'), '\144' + chr(0b100110 + 0o77) + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(1554 - 1437) + chr(6372 - 6256) + chr(0b1100001 + 0o5) + '\055' + chr(0b111000))]
if (xafqLlk3kkUe(S7Hxucg7jlZk, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xe5c\xb09j\x19\xe7pn'), chr(4889 - 4789) + chr(0b1100101) + '\x63' + chr(111) + chr(2457 - 2357) + '\145')(chr(117) + '\164' + chr(0b1100110) + chr(45) + '\070'))[aLoH_Mt0dzwO] or c2A0yzQpDQB3(h4ibkCkeRwY1) > xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'~\xf8a\xb8;P\x0f\xd7nj\x0c\x19\x82Y\xcc\xdc\x1dp'), '\x64' + '\145' + chr(0b1100011) + '\157' + '\x64' + chr(101))(chr(0b1110101) + chr(706 - 590) + '\146' + '\055' + '\x38'))[xafqLlk3kkUe(SXOLrMavuUCe(b'~\xe3m\xb4\n]\x12\xfawq\x11\x16'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\x64' + chr(2619 - 2518))(chr(0b111011 + 0o72) + chr(6168 - 6052) + chr(0b1100110) + '\055' + chr(0b111000))]) and c2A0yzQpDQB3(h4ibkCkeRwY1) > ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o42), 8):
zo8AptUG8P02 = S7Hxucg7jlZk.agents[aLoH_Mt0dzwO]
if xafqLlk3kkUe(S7Hxucg7jlZk, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xe5c\xb09j\x19\xe7pn'), chr(0b1100100) + '\145' + chr(99) + '\x6f' + chr(0b1010110 + 0o16) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + chr(56)))[aLoH_Mt0dzwO] and (not xafqLlk3kkUe(S7Hxucg7jlZk, xafqLlk3kkUe(SXOLrMavuUCe(b"g\xebx\x8e'P\x1c\xebvn\x1a"), chr(100) + chr(0b1001110 + 0o27) + '\143' + chr(832 - 721) + '\144' + chr(7644 - 7543))(chr(117) + '\x74' + '\x66' + chr(45) + chr(56)))[aLoH_Mt0dzwO]):
w86agKA9jtsf = 0.0
else:
if xafqLlk3kkUe(S7Hxucg7jlZk, xafqLlk3kkUe(SXOLrMavuUCe(b"g\xebx\x8e'P\x1c\xebvn\x1a"), chr(0b1100100) + chr(8315 - 8214) + chr(390 - 291) + '\x6f' + chr(7945 - 7845) + chr(101))('\x75' + chr(3890 - 3774) + '\146' + chr(0b100111 + 0o6) + chr(0b111000)))[aLoH_Mt0dzwO]:
sJqHNO_8sNw2 = oVre8I6UXc3b.training_buffer[zo8AptUG8P02].a35pUBi5kYE0
YlqusYB6InkM = sJqHNO_8sNw2.agents.XdowRbJKZWL9(zo8AptUG8P02)
else:
sJqHNO_8sNw2 = S7Hxucg7jlZk
YlqusYB6InkM = aLoH_Mt0dzwO
w86agKA9jtsf = oVre8I6UXc3b.policy.get_value_estimate(sJqHNO_8sNw2, YlqusYB6InkM)
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'k\xeev\xb0;A\x1c\xef{x'), chr(0b1100100) + chr(5601 - 5500) + '\143' + chr(9098 - 8987) + '\x64' + '\145')('\165' + chr(0b111000 + 0o74) + chr(102) + chr(0b101101) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'y\xeft'), chr(100) + chr(101) + chr(99) + chr(0b1011100 + 0o23) + chr(0b1100100) + chr(101))('\x75' + chr(116) + '\x66' + chr(890 - 845) + chr(641 - 585)))(HirgJQL5jt1u(rewards=xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b"x\xefw\xb0'Q\x0e"), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(7691 - 7591) + chr(101))(chr(6225 - 6108) + chr(10741 - 10625) + chr(3313 - 3211) + '\055' + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft\x8e7T\t\xebv'), chr(0b10 + 0o142) + '\x65' + chr(0b1100011) + '\157' + chr(100) + '\145')('\x75' + chr(286 - 170) + chr(102) + '\x2d' + chr(400 - 344)))(), value_estimates=xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'|\xebl\xa40j\x18\xfbjb\x13\x19\x9bY\xcb'), '\144' + chr(0b1000011 + 0o42) + chr(5624 - 5525) + chr(2383 - 2272) + '\144' + chr(0b110010 + 0o63))(chr(0b1110001 + 0o4) + chr(0b110001 + 0o103) + chr(4404 - 4302) + chr(45) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft\x8e7T\t\xebv'), '\x64' + chr(1581 - 1480) + chr(0b1100011) + '\x6f' + '\144' + '\x65')(chr(13019 - 12902) + chr(0b1011110 + 0o26) + '\146' + chr(0b101101) + chr(56)))(), value_next=w86agKA9jtsf, gamma=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'~\xf8a\xb8;P\x0f\xd7nj\x0c\x19\x82Y\xcc\xdc\x1dp'), '\x64' + chr(0b110101 + 0o60) + '\x63' + chr(111) + chr(8746 - 8646) + '\145')(chr(0b1101110 + 0o7) + chr(11617 - 11501) + '\146' + chr(0b10100 + 0o31) + chr(56)))[xafqLlk3kkUe(SXOLrMavuUCe(b'm\xebm\xbc4'), '\144' + chr(0b1110 + 0o127) + chr(99) + chr(0b1101110 + 0o1) + chr(8291 - 8191) + chr(101))(chr(5003 - 4886) + chr(0b111100 + 0o70) + chr(102) + chr(0b101101) + chr(824 - 768))], lambd=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'~\xf8a\xb8;P\x0f\xd7nj\x0c\x19\x82Y\xcc\xdc\x1dp'), '\144' + chr(0b1100101) + chr(5776 - 5677) + chr(5017 - 4906) + chr(0b1000100 + 0o40) + chr(0b1100101))(chr(10922 - 10805) + chr(116) + chr(102) + '\x2d' + chr(0b100110 + 0o22)))[xafqLlk3kkUe(SXOLrMavuUCe(b'f\xebm\xb31'), '\144' + chr(101) + '\143' + '\157' + '\144' + '\145')(chr(13323 - 13206) + chr(116) + chr(102) + '\055' + chr(56))]))
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'n\xe3s\xb2:@\x13\xfc{o!\n\x8aH\xcd\xcb\x01p'), chr(100) + chr(101) + chr(0b101100 + 0o67) + chr(0b1101111) + '\x64' + chr(0b1000111 + 0o36))('\165' + '\164' + '\x66' + chr(45) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'y\xeft'), chr(0b1000000 + 0o44) + '\x65' + chr(0b1100011) + chr(0b1110 + 0o141) + chr(9051 - 8951) + '\x65')(chr(11498 - 11381) + '\x74' + chr(102) + '\x2d' + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'k\xeev\xb0;A\x1c\xef{x'), chr(0b1100100) + chr(0b11100 + 0o111) + chr(99) + '\x6f' + chr(4666 - 4566) + chr(0b100010 + 0o103))(chr(6008 - 5891) + '\164' + '\x66' + chr(0b101101) + chr(732 - 676))], xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft\x8e7T\t\xebv'), chr(0b1100100) + '\x65' + chr(99) + chr(111) + chr(1067 - 967) + '\x65')('\165' + '\x74' + chr(0b1100110) + chr(0b100011 + 0o12) + chr(0b111000)))() + xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02][xafqLlk3kkUe(SXOLrMavuUCe(b'|\xebl\xa40j\x18\xfbjb\x13\x19\x9bY\xcb'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + chr(0b1001111 + 0o25) + '\x65')(chr(0b1011101 + 0o30) + chr(0b110000 + 0o104) + '\146' + chr(0b1011 + 0o42) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft\x8e7T\t\xebv'), '\x64' + chr(0b110000 + 0o65) + chr(99) + '\x6f' + '\x64' + chr(3658 - 3557))(chr(0b1110101) + chr(116) + '\x66' + '\x2d' + chr(1170 - 1114)))())
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xfap\xb4;Q"\xfdno\x1f\x0c\x8ac\xda\xcc\teqd'), chr(0b1000101 + 0o37) + '\145' + chr(2929 - 2830) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b101000 + 0o114) + chr(0b11001 + 0o115) + chr(343 - 298) + chr(56)))(zo8AptUG8P02, batch_size=None, training_length=xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xefq\xa40[\x1e\xedAg\x1b\x16\x88H\xd0'), '\144' + '\145' + chr(0b1100011) + '\157' + '\144' + '\x65')('\x75' + '\164' + '\x66' + '\x2d' + chr(0b111000))))
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer[zo8AptUG8P02], xafqLlk3kkUe(SXOLrMavuUCe(b'x\xefs\xb4!j\x1c\xef{e\n'), chr(8281 - 8181) + chr(0b1000111 + 0o36) + chr(0b1010111 + 0o14) + chr(0b1101010 + 0o5) + '\x64' + chr(0b110110 + 0o57))(chr(0b1110101) + '\164' + '\146' + chr(606 - 561) + chr(0b1100 + 0o54)))()
if xafqLlk3kkUe(S7Hxucg7jlZk, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xe5c\xb09j\x19\xe7pn'), chr(4638 - 4538) + chr(5728 - 5627) + chr(0b1100011) + chr(111) + chr(0b1010110 + 0o16) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(0b110010 + 0o6)))[aLoH_Mt0dzwO]:
xafqLlk3kkUe(oVre8I6UXc3b.cumulative_returns_since_policy_update, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xfap\xb4;Q'), '\144' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b100111 + 0o75) + '\x65')('\165' + chr(3519 - 3403) + chr(2524 - 2422) + '\055' + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b.cumulative_rewards, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft'), chr(3765 - 3665) + chr(0b111 + 0o136) + chr(0b110111 + 0o54) + '\157' + '\x64' + '\x65')('\x75' + chr(116) + chr(0b1100110) + '\055' + chr(56)))(zo8AptUG8P02, ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + '\x30', 8)))
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b"O\xe4v\xb8'Z\x13\xe5{e\nW\xacI\xd5\xcc\x03b`\x7f\xeb\xd8\xc8\x08y#\xdfy\xeb"), chr(8310 - 8210) + chr(0b1100101) + chr(2611 - 2512) + '\x6f' + chr(2789 - 2689) + chr(2459 - 2358))(chr(0b111 + 0o156) + '\164' + '\x66' + chr(1938 - 1893) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'k\xfap\xb4;Q'), chr(0b111100 + 0o50) + '\145' + chr(0b10111 + 0o114) + '\x6f' + '\144' + chr(101))(chr(10566 - 10449) + chr(904 - 788) + chr(1110 - 1008) + chr(0b101000 + 0o5) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b.cumulative_rewards, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft'), chr(100) + '\145' + chr(0b11010 + 0o111) + '\x6f' + '\144' + chr(4078 - 3977))(chr(0b110100 + 0o101) + chr(0b1000110 + 0o56) + chr(2707 - 2605) + '\x2d' + '\070'))(zo8AptUG8P02, ehT0Px3KOsy9(chr(1677 - 1629) + chr(4686 - 4575) + chr(0b110000), 8)))
xafqLlk3kkUe(oVre8I6UXc3b.reward_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xfap\xb4;Q\x11\xedx\x7f'), chr(0b1010001 + 0o23) + '\x65' + chr(0b1010001 + 0o22) + chr(0b1000111 + 0o50) + '\144' + '\145')(chr(0b100 + 0o161) + '\164' + '\x66' + chr(0b101101) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b.cumulative_rewards, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft'), '\144' + chr(1637 - 1536) + '\x63' + chr(11709 - 11598) + chr(0b1001011 + 0o31) + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(45) + '\x38'))(zo8AptUG8P02, ehT0Px3KOsy9(chr(1616 - 1568) + '\157' + chr(48), 8)))
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b"O\xe4v\xb8'Z\x13\xe5{e\nW\xaaL\xd1\xca\x00gq6\xd1\xd8\x86=h<"), chr(614 - 514) + chr(0b1001100 + 0o31) + chr(99) + '\157' + '\x64' + chr(274 - 173))(chr(0b1110101) + '\164' + chr(7581 - 7479) + '\055' + chr(0b1100 + 0o54))], xafqLlk3kkUe(SXOLrMavuUCe(b'k\xfap\xb4;Q'), chr(100) + chr(101) + chr(0b1001010 + 0o31) + chr(111) + chr(100) + chr(0b1100101 + 0o0))(chr(117) + '\164' + chr(0b1111 + 0o127) + chr(45) + chr(0b110010 + 0o6)))(xafqLlk3kkUe(oVre8I6UXc3b.episode_steps, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft'), '\144' + chr(101) + chr(0b1100011) + '\x6f' + '\144' + chr(5507 - 5406))('\x75' + '\x74' + chr(3299 - 3197) + chr(45) + '\070'))(zo8AptUG8P02, ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11111 + 0o21), 8)))
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] = ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\060', 8)
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] = ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b10101 + 0o33), 8)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xf9e\x8e6@\x0f\xe1qx\x17\x0c\x96'), chr(0b111111 + 0o45) + '\145' + '\143' + chr(0b1101000 + 0o7) + chr(100) + chr(101))(chr(117) + '\x74' + chr(1331 - 1229) + chr(0b101101) + chr(1253 - 1197))):
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xe5l\xb86LR\xcbky\x17\x17\x9cU\xcc\xc0OQqa\xfc\xcf\x8c'), chr(0b1100100) + '\145' + '\x63' + chr(111) + '\144' + '\x65')(chr(0b111001 + 0o74) + chr(11036 - 10920) + '\146' + '\x2d' + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'k\xfap\xb4;Q'), chr(100) + chr(101) + chr(9297 - 9198) + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + '\164' + chr(0b1010100 + 0o22) + chr(0b11011 + 0o22) + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b.intrinsic_rewards, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeft'), chr(0b10100 + 0o120) + '\145' + '\x63' + '\x6f' + chr(100) + chr(8830 - 8729))(chr(0b1110101) + '\x74' + '\x66' + '\x2d' + '\070'))(zo8AptUG8P02, ehT0Px3KOsy9('\x30' + chr(10170 - 10059) + '\x30', 8)))
oVre8I6UXc3b.mD4xbN0pmAlc[zo8AptUG8P02] = ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(48), 8)
xafqLlk3kkUe(oVre8I6UXc3b.trainer_metrics, xafqLlk3kkUe(SXOLrMavuUCe(b'o\xe4d\x8e0M\r\xedlb\x1b\x16\x8cY\xe7\xda\x00oxs\xfe\xc9\x815r\x0b\xcab\xe2f\xe7'), chr(0b11000 + 0o114) + chr(0b1001001 + 0o34) + '\143' + '\157' + '\x64' + '\145')(chr(117) + chr(116) + chr(102) + '\x2d' + chr(0b111000)))()
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
PPOTrainer.end_episode
|
def end_episode(self):
"""
A signal that the Episode has ended. The buffer must be reset.
Get only called when the academy resets.
"""
self.training_buffer.reset_local_buffers()
for agent_id in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
for agent_id in self.episode_steps:
self.episode_steps[agent_id] = 0
if self.use_curiosity:
for agent_id in self.intrinsic_rewards:
self.intrinsic_rewards[agent_id] = 0
|
python
|
def end_episode(self):
"""
A signal that the Episode has ended. The buffer must be reset.
Get only called when the academy resets.
"""
self.training_buffer.reset_local_buffers()
for agent_id in self.cumulative_rewards:
self.cumulative_rewards[agent_id] = 0
for agent_id in self.episode_steps:
self.episode_steps[agent_id] = 0
if self.use_curiosity:
for agent_id in self.intrinsic_rewards:
self.intrinsic_rewards[agent_id] = 0
|
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] |
A signal that the Episode has ended. The buffer must be reset.
Get only called when the academy resets.
|
[
"A",
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L293-L305
|
train
|
Ends the episode.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + chr(54) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + chr(0b110001) + chr(0b101001 + 0o7), 0b1000), ehT0Px3KOsy9(chr(1707 - 1659) + chr(111) + chr(0b11010 + 0o27) + '\x36' + chr(0b10000 + 0o46), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(50) + chr(1837 - 1782), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + '\x32' + chr(0b10011 + 0o41) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(53), 0o10), ehT0Px3KOsy9(chr(501 - 453) + chr(0b1001010 + 0o45) + '\063' + chr(49) + '\062', 0b1000), ehT0Px3KOsy9(chr(1170 - 1122) + chr(10528 - 10417) + '\063' + chr(2076 - 2021) + chr(0b1001 + 0o52), 0o10), ehT0Px3KOsy9(chr(125 - 77) + chr(111) + chr(0b110010) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110111) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(2067 - 2018) + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7030 - 6919) + chr(0b110101) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(11986 - 11875) + '\x33' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1100101 + 0o12) + chr(1662 - 1613) + chr(0b101010 + 0o6) + chr(0b1111 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100001 + 0o116) + chr(589 - 540) + chr(0b110010) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b100011 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(798 - 747) + '\x37' + '\062', 36124 - 36116), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x32' + chr(0b110001), 18234 - 18226), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(8042 - 7931) + chr(1382 - 1332) + '\x35' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1579 - 1531) + chr(111) + chr(476 - 427) + '\062' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b100001 + 0o21) + '\x36', 8), ehT0Px3KOsy9(chr(852 - 804) + chr(0b1111 + 0o140) + '\063' + '\067' + chr(0b11110 + 0o31), 19300 - 19292), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\063' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\061' + chr(0b101000 + 0o11), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(2390 - 2339) + chr(0b1010 + 0o52), 0b1000), ehT0Px3KOsy9(chr(765 - 717) + '\157' + '\x33' + '\x31' + chr(2653 - 2599), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + chr(0b110011) + chr(0b110010) + chr(0b110100), 5183 - 5175), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(0b1011 + 0o47) + chr(0b110111) + '\x33', 35669 - 35661), ehT0Px3KOsy9('\060' + chr(855 - 744) + chr(0b11010 + 0o27) + chr(53) + chr(0b1101 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1011100 + 0o23) + '\063' + '\x30' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b110010 + 0o5) + '\x32', 0o10), ehT0Px3KOsy9(chr(1909 - 1861) + '\157' + chr(615 - 560), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(0b10011 + 0o36) + '\x33' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(668 - 620) + '\x6f' + '\x31' + '\063' + chr(0b101111 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1010 - 961) + chr(49) + chr(0b10000 + 0o46), 47713 - 47705), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(7180 - 7069) + chr(0b101 + 0o56) + chr(0b110100), 8), ehT0Px3KOsy9(chr(1006 - 958) + chr(0b1011011 + 0o24) + chr(0b110100) + '\x37', 16103 - 16095)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + chr(0b1000 + 0o55) + chr(48), 49363 - 49355)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a'), '\144' + '\145' + chr(0b1100011) + '\x6f' + chr(3073 - 2973) + chr(1757 - 1656))('\x75' + chr(0b1000000 + 0o64) + '\146' + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pNrmUIjLva2J(oVre8I6UXc3b):
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'Fm\x05\xf2\xd1Z\xa6\x94t\x98.vy30p\x9f#}'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + '\x64' + '\145')('\165' + chr(8367 - 8251) + chr(3164 - 3062) + '\055' + chr(56)))()
for zo8AptUG8P02 in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'X1G\xed\xe6w\xfc\xa8N\xa1+A'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + '\164' + chr(102) + '\x2d' + chr(0b110100 + 0o4))):
oVre8I6UXc3b.l91zCr6SYXih[zo8AptUG8P02] = ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(0b100100 + 0o14), 0b1000)
for zo8AptUG8P02 in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'd<\x0e\xc2\xf5<\x8b\x88!\xa31D'), '\144' + chr(0b1100 + 0o131) + '\143' + chr(1277 - 1166) + chr(0b1010 + 0o132) + '\145')('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(510 - 454))):
oVre8I6UXc3b.P4xUP9As6Zsm[zo8AptUG8P02] = ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(1279 - 1231), 8)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'A{\x13\xc8\xc6p\xb8\x92x\x8a+]b'), chr(0b111110 + 0o46) + '\145' + '\x63' + chr(111) + chr(0b11011 + 0o111) + '\145')('\165' + chr(116) + '\x66' + chr(0b101101) + chr(56))):
for zo8AptUG8P02 in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'YLB\xef\xc7K\xfa\x8bz\xb8.J'), '\144' + '\x65' + chr(1895 - 1796) + chr(0b1101001 + 0o6) + '\144' + '\x65')(chr(2910 - 2793) + chr(0b1110100) + '\x66' + chr(0b100100 + 0o11) + chr(0b111000))):
oVre8I6UXc3b.mD4xbN0pmAlc[zo8AptUG8P02] = ehT0Px3KOsy9(chr(2185 - 2137) + chr(0b1100001 + 0o16) + chr(0b101001 + 0o7), 8)
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
PPOTrainer.is_ready_update
|
def is_ready_update(self):
"""
Returns whether or not the trainer has enough elements to run update model
:return: A boolean corresponding to whether or not update_model() can be run
"""
size_of_buffer = len(self.training_buffer.update_buffer['actions'])
return size_of_buffer > max(int(self.trainer_parameters['buffer_size'] / self.policy.sequence_length), 1)
|
python
|
def is_ready_update(self):
"""
Returns whether or not the trainer has enough elements to run update model
:return: A boolean corresponding to whether or not update_model() can be run
"""
size_of_buffer = len(self.training_buffer.update_buffer['actions'])
return size_of_buffer > max(int(self.trainer_parameters['buffer_size'] / self.policy.sequence_length), 1)
|
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] |
Returns whether or not the trainer has enough elements to run update model
:return: A boolean corresponding to whether or not update_model() can be run
|
[
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L307-L313
|
train
|
Returns whether or not the trainer has enough elements to run update model
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1415 - 1367) + '\157' + '\x32' + chr(55) + chr(0b110001 + 0o6), 63203 - 63195), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(51) + chr(1240 - 1192) + '\063', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110011) + '\x35' + chr(503 - 450), 25467 - 25459), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100011 + 0o23) + chr(1197 - 1147), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b10 + 0o61) + '\063', 8547 - 8539), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(2232 - 2180) + '\067', 3625 - 3617), ehT0Px3KOsy9(chr(0b110000) + chr(8403 - 8292) + chr(0b110001) + chr(0b1000 + 0o57) + chr(2291 - 2236), 40662 - 40654), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b100111 + 0o14) + chr(1550 - 1499) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(650 - 602) + chr(0b1100000 + 0o17) + chr(50) + chr(1700 - 1652) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(8715 - 8604) + '\062' + chr(0b1010 + 0o50) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(6523 - 6412) + '\062' + chr(2168 - 2118) + chr(0b1001 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(1941 - 1893) + '\157' + chr(1640 - 1589) + '\x35' + chr(1687 - 1636), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100 + 0o56) + chr(2524 - 2471) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(9852 - 9741) + '\063' + chr(0b110011 + 0o1) + chr(1960 - 1911), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(6683 - 6572) + chr(971 - 921) + chr(50) + '\x37', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110100) + '\x33', 49811 - 49803), ehT0Px3KOsy9(chr(68 - 20) + chr(4312 - 4201) + chr(0b110010) + '\060' + chr(0b110000), 8), ehT0Px3KOsy9(chr(318 - 270) + '\157' + '\x32' + chr(0b111 + 0o60) + chr(2468 - 2416), 14812 - 14804), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x32' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(2504 - 2453), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(48) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b110010) + '\x31' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(5099 - 4988) + '\063' + chr(49) + chr(0b111 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + '\x33' + '\x34' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x34' + chr(513 - 464), 8), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + chr(0b110010) + '\x31' + chr(0b101111 + 0o10), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b1011 + 0o51) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x32' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(867 - 819) + chr(111) + chr(51) + chr(1345 - 1291) + '\060', 57203 - 57195), ehT0Px3KOsy9(chr(1462 - 1414) + chr(0b1000001 + 0o56) + chr(0b1101 + 0o45) + chr(53) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(48) + chr(51), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(52) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1011 + 0o47) + chr(0b110101) + chr(52), 493 - 485), ehT0Px3KOsy9('\060' + chr(8646 - 8535) + chr(0b110011) + chr(50) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(2883 - 2828) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110101) + chr(1967 - 1915), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1011111 + 0o20) + chr(0b11101 + 0o26) + '\x31' + chr(0b101111 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(1421 - 1368), 0o10), ehT0Px3KOsy9(chr(457 - 409) + '\157' + '\x31' + chr(0b11 + 0o56) + chr(0b110111), 25109 - 25101), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b110101) + '\066', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + chr(0b1100 + 0o51) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x91'), chr(100) + '\145' + chr(0b1100011) + chr(0b1100110 + 0o11) + '\x64' + '\145')(chr(11763 - 11646) + chr(13312 - 13196) + chr(6488 - 6386) + chr(429 - 384) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def B1dNvDcIMWY0(oVre8I6UXc3b):
VMB0dQCE2vAM = c2A0yzQpDQB3(oVre8I6UXc3b.training_buffer.update_buffer[xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xa0\x99[\xf4\x89\x0c'), chr(100) + chr(3439 - 3338) + '\143' + chr(10606 - 10495) + '\x64' + chr(4252 - 4151))(chr(2896 - 2779) + '\164' + chr(102) + chr(45) + chr(0b111000))])
return VMB0dQCE2vAM > tsdjvlgh9gDP(ehT0Px3KOsy9(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\xb1\x8c[\xf5\x82\r\x84\xf0\xf0\xe5\x8a\xc0\x84\xe3F\xf2\xcf'), '\144' + chr(0b1100101) + chr(346 - 247) + '\x6f' + '\144' + '\145')('\165' + chr(0b1110100) + chr(102) + chr(0b1100 + 0o41) + chr(56)))[xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xb6\x8bT\xfe\x95 \xa8\xe9\xeb\xf2'), chr(0b111101 + 0o47) + chr(5668 - 5567) + chr(0b1100011) + chr(0b1101000 + 0o7) + chr(4606 - 4506) + chr(6304 - 6203))('\x75' + chr(0b110010 + 0o102) + chr(0b1100110) + '\055' + chr(0b111000))] / xafqLlk3kkUe(oVre8I6UXc3b.policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\xa6\x9cG\xfe\x89\x1c\xbe\xdf\xfd\xf2\x85\xca\x95\xff'), chr(100) + '\x65' + '\x63' + '\157' + '\x64' + chr(8289 - 8188))(chr(0b1110101) + chr(283 - 167) + chr(102) + chr(0b101101) + chr(56)))), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49), 35994 - 35986))
|
Unity-Technologies/ml-agents
|
ml-agents/mlagents/trainers/ppo/trainer.py
|
PPOTrainer.update_policy
|
def update_policy(self):
"""
Uses demonstration_buffer to update the policy.
"""
self.trainer_metrics.start_policy_update_timer(
number_experiences=len(self.training_buffer.update_buffer['actions']),
mean_return=float(np.mean(self.cumulative_returns_since_policy_update)))
n_sequences = max(int(self.trainer_parameters['batch_size'] / self.policy.sequence_length), 1)
value_total, policy_total, forward_total, inverse_total = [], [], [], []
advantages = self.training_buffer.update_buffer['advantages'].get_batch()
self.training_buffer.update_buffer['advantages'].set(
(advantages - advantages.mean()) / (advantages.std() + 1e-10))
num_epoch = self.trainer_parameters['num_epoch']
for _ in range(num_epoch):
self.training_buffer.update_buffer.shuffle()
buffer = self.training_buffer.update_buffer
for l in range(len(self.training_buffer.update_buffer['actions']) // n_sequences):
start = l * n_sequences
end = (l + 1) * n_sequences
run_out = self.policy.update(buffer.make_mini_batch(start, end), n_sequences)
value_total.append(run_out['value_loss'])
policy_total.append(np.abs(run_out['policy_loss']))
if self.use_curiosity:
inverse_total.append(run_out['inverse_loss'])
forward_total.append(run_out['forward_loss'])
self.stats['Losses/Value Loss'].append(np.mean(value_total))
self.stats['Losses/Policy Loss'].append(np.mean(policy_total))
if self.use_curiosity:
self.stats['Losses/Forward Loss'].append(np.mean(forward_total))
self.stats['Losses/Inverse Loss'].append(np.mean(inverse_total))
self.training_buffer.reset_update_buffer()
self.trainer_metrics.end_policy_update()
|
python
|
def update_policy(self):
"""
Uses demonstration_buffer to update the policy.
"""
self.trainer_metrics.start_policy_update_timer(
number_experiences=len(self.training_buffer.update_buffer['actions']),
mean_return=float(np.mean(self.cumulative_returns_since_policy_update)))
n_sequences = max(int(self.trainer_parameters['batch_size'] / self.policy.sequence_length), 1)
value_total, policy_total, forward_total, inverse_total = [], [], [], []
advantages = self.training_buffer.update_buffer['advantages'].get_batch()
self.training_buffer.update_buffer['advantages'].set(
(advantages - advantages.mean()) / (advantages.std() + 1e-10))
num_epoch = self.trainer_parameters['num_epoch']
for _ in range(num_epoch):
self.training_buffer.update_buffer.shuffle()
buffer = self.training_buffer.update_buffer
for l in range(len(self.training_buffer.update_buffer['actions']) // n_sequences):
start = l * n_sequences
end = (l + 1) * n_sequences
run_out = self.policy.update(buffer.make_mini_batch(start, end), n_sequences)
value_total.append(run_out['value_loss'])
policy_total.append(np.abs(run_out['policy_loss']))
if self.use_curiosity:
inverse_total.append(run_out['inverse_loss'])
forward_total.append(run_out['forward_loss'])
self.stats['Losses/Value Loss'].append(np.mean(value_total))
self.stats['Losses/Policy Loss'].append(np.mean(policy_total))
if self.use_curiosity:
self.stats['Losses/Forward Loss'].append(np.mean(forward_total))
self.stats['Losses/Inverse Loss'].append(np.mean(inverse_total))
self.training_buffer.reset_update_buffer()
self.trainer_metrics.end_policy_update()
|
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] |
Uses demonstration_buffer to update the policy.
|
[
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L315-L346
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train
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Updates the policy for all the classes in the current thread.
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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' + '\062' + chr(0b110001) + chr(0b1010 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1011101 + 0o22) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7084 - 6973) + chr(906 - 852) + chr(0b11110 + 0o22), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + chr(50) + chr(53) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b11011 + 0o124) + '\063' + chr(721 - 666) + chr(0b110010 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(2041 - 1930) + '\061' + '\066' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + chr(0b110001) + chr(0b10111 + 0o33) + chr(0b1 + 0o66), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1010010 + 0o35) + '\061' + '\063' + chr(0b110 + 0o60), 2115 - 2107), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(49) + chr(52) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(614 - 566) + chr(6452 - 6341) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + '\x32', 22079 - 22071), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\x33' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(1577 - 1522), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(5383 - 5272) + '\061' + '\065' + chr(0b110101), 29569 - 29561), ehT0Px3KOsy9(chr(0b110000) + chr(4573 - 4462) + chr(0b100001 + 0o22) + chr(50) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + '\x33' + chr(0b110010) + chr(2463 - 2408), 35694 - 35686), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1001 + 0o51) + chr(0b100100 + 0o20) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x33' + '\x34', 291 - 283), ehT0Px3KOsy9('\060' + chr(111) + chr(1263 - 1211) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1056 - 1008) + '\x6f' + '\061' + '\061' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(932 - 880) + chr(0b100100 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(10081 - 9970) + chr(0b100110 + 0o15) + chr(2090 - 2039) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110111 + 0o70) + chr(51) + chr(0b110100) + chr(1037 - 988), 33453 - 33445), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\063' + '\063', 53313 - 53305), ehT0Px3KOsy9('\060' + chr(0b10100 + 0o133) + '\061' + '\067' + chr(188 - 137), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\062' + chr(0b101001 + 0o10), 39644 - 39636), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110100) + chr(1431 - 1377), 0o10), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + chr(51) + chr(361 - 310), 8), ehT0Px3KOsy9(chr(1600 - 1552) + '\x6f' + '\x32' + chr(0b110101) + '\x32', 8), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b110111) + chr(0b110100 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1100100 + 0o13) + chr(1302 - 1252) + '\062' + '\x35', 18139 - 18131), ehT0Px3KOsy9(chr(381 - 333) + '\x6f' + '\x33' + chr(0b100001 + 0o22) + '\061', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(2682 - 2630) + chr(0b110110), 62191 - 62183), ehT0Px3KOsy9(chr(1425 - 1377) + chr(1942 - 1831) + chr(0b110011) + '\060' + chr(0b1 + 0o65), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(54) + chr(2415 - 2360), 29959 - 29951), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\063' + '\066', 0b1000), ehT0Px3KOsy9(chr(637 - 589) + chr(3736 - 3625) + chr(0b100 + 0o57) + chr(0b101010 + 0o10) + chr(350 - 300), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(7787 - 7676) + '\063' + chr(0b110111) + chr(921 - 866), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101111 + 0o3) + chr(0b11000 + 0o37) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55) + '\x33', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + chr(572 - 524), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4'), chr(100) + chr(4258 - 4157) + chr(0b1100011) + chr(0b1101111) + chr(202 - 102) + chr(101))(chr(0b1110101) + chr(0b1001100 + 0o50) + '\146' + chr(0b10101 + 0o30) + chr(2119 - 2063)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def f4rPwaLpaLNb(oVre8I6UXc3b):
xafqLlk3kkUe(oVre8I6UXc3b.trainer_metrics, xafqLlk3kkUe(SXOLrMavuUCe(b"\xf9rQ\xd8\x89)'1\x08yIbX\x18\xa3\xb3\xc4(A\x14\xd3\xb0\x8c>\t"), chr(100) + chr(101) + chr(99) + chr(7972 - 7861) + '\x64' + '\145')(chr(0b11010 + 0o133) + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(number_experiences=c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b.training_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xffvT\xcb\x89\x13\x08<\x11vL~u'), chr(7081 - 6981) + chr(101) + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(7133 - 7016) + chr(10754 - 10638) + chr(465 - 363) + chr(0b101101) + '\070'))[xafqLlk3kkUe(SXOLrMavuUCe(b'\xebeD\xc3\x92\x18$'), chr(0b110110 + 0o56) + chr(1753 - 1652) + '\x63' + chr(4872 - 4761) + '\144' + chr(101))(chr(0b1101 + 0o150) + chr(0b1110100) + '\146' + '\055' + '\x38')]), mean_return=kkSX4ccExqw4(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebLX\xe3\x895\x08\x08\x05gFl'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(4664 - 4564) + chr(101))(chr(0b100010 + 0o123) + chr(3009 - 2893) + '\146' + chr(1824 - 1779) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9s]\xdf\x91\x17#7\x12uuib\x19\xa6\xa5\xcb/{8\xce\xb7\x82>$\xa1\tw\xc3\\\xec\x86\xd3\xb6\x13\xff\xa6\x9a'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1101111) + chr(2468 - 2368) + '\145')(chr(10916 - 10799) + '\164' + chr(0b1100110) + '\055' + chr(2915 - 2859))))))
vkbILsTIr35x = tsdjvlgh9gDP(ehT0Px3KOsy9(oVre8I6UXc3b.trainer_parameters[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8gD\xc9\x95)$7\x1eu'), chr(100) + '\145' + '\143' + chr(0b101001 + 0o106) + chr(0b110001 + 0o63) + chr(101))(chr(0b100100 + 0o121) + '\x74' + '\x66' + chr(0b101101) + '\x38')] / oVre8I6UXc3b.policy.sequence_length), ehT0Px3KOsy9('\x30' + '\157' + '\x31', 0b1000))
(g_dDHaiS1rjt, TSTfPqSYWl12, RAWl_5bJs2b3, CTOw9WJw2oli) = ([], [], [], [])
zatCT4UCxzLt = oVre8I6UXc3b.training_buffer.update_buffer[xafqLlk3kkUe(SXOLrMavuUCe(b'\xebbF\xcb\x93\x0269\x01c'), '\144' + chr(101) + chr(2781 - 2682) + chr(111) + '\144' + chr(101))(chr(9524 - 9407) + chr(0b1110100) + chr(4394 - 4292) + chr(0b101101) + chr(0b100111 + 0o21))].get_batch()
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer.update_buffer[xafqLlk3kkUe(SXOLrMavuUCe(b'\xebbF\xcb\x93\x0269\x01c'), '\x64' + '\145' + chr(0b11110 + 0o105) + '\157' + '\144' + chr(101))(chr(0b1110101) + chr(0b111110 + 0o66) + chr(102) + chr(0b110 + 0o47) + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9cD'), chr(100) + '\x65' + chr(0b1100011) + chr(9037 - 8926) + '\144' + chr(101))(chr(2616 - 2499) + '\164' + chr(4186 - 4084) + '\x2d' + chr(56)))((zatCT4UCxzLt - xafqLlk3kkUe(zatCT4UCxzLt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebLX\xe3\x895\x08\x08\x05gFl'), '\x64' + chr(101) + chr(0b111001 + 0o52) + chr(0b1101111) + chr(0b100 + 0o140) + chr(0b1100101))(chr(117) + '\164' + chr(0b110000 + 0o66) + chr(45) + chr(56)))()) / (xafqLlk3kkUe(zatCT4UCxzLt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe55u\xf5\xab0\x12&\r^ep'), chr(1356 - 1256) + chr(0b1100001 + 0o4) + chr(5908 - 5809) + '\x6f' + '\x64' + '\x65')(chr(0b1110101) + chr(8740 - 8624) + '\146' + chr(0b101101) + '\x38'))() + 1e-10))
FFScKvII7NXg = oVre8I6UXc3b.trainer_parameters[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4s]\xf5\x98\x068=\x0c'), chr(1173 - 1073) + chr(0b1100101) + '\x63' + chr(0b10000 + 0o137) + chr(0b11010 + 0o112) + '\145')(chr(3344 - 3227) + chr(116) + chr(0b111001 + 0o55) + '\x2d' + '\x38')]
for VNGQdHSFPrso in vQr8gNKaIaWE(FFScKvII7NXg):
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer.update_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9nE\xcc\x9b\x1a2'), chr(0b1100100) + '\145' + '\143' + chr(399 - 288) + '\x64' + chr(101))('\165' + chr(116) + chr(102) + '\055' + chr(0b111000)))()
TQLpLKqQSyuj = oVre8I6UXc3b.training_buffer.update_buffer
for aLoH_Mt0dzwO in vQr8gNKaIaWE(c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b.training_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xffvT\xcb\x89\x13\x08<\x11vL~u'), chr(0b1100100) + chr(0b1100101) + chr(4085 - 3986) + '\x6f' + chr(6722 - 6622) + '\x65')('\x75' + chr(116) + chr(102) + chr(45) + '\070'))[xafqLlk3kkUe(SXOLrMavuUCe(b'\xebeD\xc3\x92\x18$'), chr(0b1000111 + 0o35) + chr(6109 - 6008) + chr(0b1100011) + '\x6f' + chr(1898 - 1798) + chr(101))(chr(0b100110 + 0o117) + '\164' + chr(8510 - 8408) + chr(0b101101) + chr(0b111000))]) // vkbILsTIr35x):
avRbFsnfJxQj = aLoH_Mt0dzwO * vkbILsTIr35x
whWDZq5_lP01 = (aLoH_Mt0dzwO + ehT0Px3KOsy9(chr(48) + chr(0b1011010 + 0o25) + '\x31', 8)) * vkbILsTIr35x
hbuwPEvjRLjH = oVre8I6UXc3b.policy.ZtAEiNJny4e0(TQLpLKqQSyuj.make_mini_batch(avRbFsnfJxQj, whWDZq5_lP01), vkbILsTIr35x)
xafqLlk3kkUe(g_dDHaiS1rjt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), '\144' + '\x65' + chr(8922 - 8823) + '\x6f' + '\x64' + chr(0b100000 + 0o105))(chr(0b1110101) + chr(0b1100010 + 0o22) + '\146' + '\x2d' + chr(56)))(hbuwPEvjRLjH[xafqLlk3kkUe(SXOLrMavuUCe(b'\xfcg\\\xdf\x98);1\x17c'), chr(0b1010 + 0o132) + chr(6887 - 6786) + chr(0b11001 + 0o112) + chr(0b110 + 0o151) + chr(0b101011 + 0o71) + '\145')('\x75' + chr(0b1001011 + 0o51) + chr(102) + chr(45) + chr(1082 - 1026))])
xafqLlk3kkUe(TSTfPqSYWl12, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), chr(9321 - 9221) + chr(0b1010011 + 0o22) + chr(0b1100 + 0o127) + chr(0b11001 + 0o126) + chr(0b1001010 + 0o32) + chr(0b1010011 + 0o22))('\165' + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebdC'), '\x64' + chr(0b1011101 + 0o10) + chr(675 - 576) + chr(8817 - 8706) + chr(4700 - 4600) + '\x65')(chr(0b1110101) + '\164' + '\x66' + chr(45) + '\070'))(hbuwPEvjRLjH[xafqLlk3kkUe(SXOLrMavuUCe(b'\xfai\\\xc3\x9e\x0f\x082\x0bcY'), chr(100) + chr(0b101011 + 0o72) + '\x63' + chr(111) + chr(0b1100100) + chr(101))('\x75' + chr(13174 - 13058) + chr(0b1100110) + chr(0b101101) + chr(0b111000))]))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xffuU\xf5\x9e\x03%7\x0bcCo~'), chr(2703 - 2603) + chr(0b111100 + 0o51) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(117) + '\164' + chr(8891 - 8789) + chr(0b101101) + chr(0b101111 + 0o11))):
xafqLlk3kkUe(CTOw9WJw2oli, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100101))('\x75' + chr(0b10010 + 0o142) + chr(0b1100010 + 0o4) + chr(0b10000 + 0o35) + '\x38'))(hbuwPEvjRLjH[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3hF\xcf\x8f\x052\x01\x08\x7fYh'), '\144' + chr(1130 - 1029) + chr(0b1100011) + '\157' + '\144' + chr(0b100111 + 0o76))('\x75' + chr(0b101011 + 0o111) + '\146' + '\x2d' + chr(2920 - 2864))])
xafqLlk3kkUe(RAWl_5bJs2b3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), chr(0b11011 + 0o111) + chr(0b1100101) + '\x63' + chr(10990 - 10879) + '\x64' + chr(0b1100101))(chr(0b11000 + 0o135) + chr(9099 - 8983) + '\146' + chr(0b101101) + chr(116 - 60)))(hbuwPEvjRLjH[xafqLlk3kkUe(SXOLrMavuUCe(b'\xeciB\xdd\x9c\x043\x01\x08\x7fYh'), '\x64' + '\x65' + chr(0b1100011) + '\x6f' + '\x64' + chr(4846 - 4745))(chr(117) + chr(5052 - 4936) + chr(8328 - 8226) + chr(0b11011 + 0o22) + chr(0b110001 + 0o7))])
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b"\xc6iC\xd9\x98\x05x\x08\x05|_~'!\xbc\xa4\xd6"), chr(0b1100100) + chr(5480 - 5379) + chr(0b111000 + 0o53) + chr(111) + chr(0b1100100) + '\145')(chr(117) + chr(0b111101 + 0o67) + '\x66' + '\x2d' + '\x38')], xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), chr(8937 - 8837) + chr(0b10110 + 0o117) + chr(3363 - 3264) + chr(111) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(3305 - 3203) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebLX\xe3\x895\x08\x08\x05gFl'), chr(7866 - 7766) + '\x65' + chr(7308 - 7209) + chr(0b100 + 0o153) + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b101011 + 0o15)))(g_dDHaiS1rjt))
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6iC\xd9\x98\x05x\x0e\x0b|Cx~M\x9f\xb8\xd6/'), '\x64' + chr(0b1100101) + chr(0b1 + 0o142) + '\x6f' + chr(457 - 357) + chr(0b1100000 + 0o5))(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), chr(100) + chr(0b1100101) + chr(0b1010010 + 0o21) + chr(4660 - 4549) + chr(0b1000111 + 0o35) + '\x65')('\x75' + chr(116) + chr(0b1100110) + chr(1581 - 1536) + chr(1641 - 1585)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebLX\xe3\x895\x08\x08\x05gFl'), chr(0b10100 + 0o120) + chr(7764 - 7663) + '\143' + chr(0b1101111) + chr(7537 - 7437) + chr(101))('\165' + '\164' + chr(0b1100110) + '\x2d' + chr(0b111000)))(TSTfPqSYWl12))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xffuU\xf5\x9e\x03%7\x0bcCo~'), chr(0b111000 + 0o54) + chr(4429 - 4328) + '\x63' + '\x6f' + chr(100) + '\145')('\x75' + chr(116) + '\146' + chr(1776 - 1731) + chr(2568 - 2512))):
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6iC\xd9\x98\x05x\x18\x0bb]zu\t\xf3\x9b\xca/W'), chr(0b1011011 + 0o11) + '\145' + chr(0b10000 + 0o123) + '\x6f' + chr(1869 - 1769) + chr(0b110110 + 0o57))(chr(117) + '\x74' + chr(102) + chr(671 - 626) + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), '\x64' + chr(0b1100101) + chr(9711 - 9612) + '\157' + chr(0b1000101 + 0o37) + chr(0b100000 + 0o105))('\165' + '\x74' + chr(0b1011001 + 0o15) + '\055' + chr(1351 - 1295)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebLX\xe3\x895\x08\x08\x05gFl'), chr(100) + chr(0b101000 + 0o75) + '\143' + chr(0b1101111) + chr(0b1100000 + 0o4) + chr(0b1100101))('\165' + chr(116) + '\x66' + chr(45) + chr(0b110111 + 0o1)))(RAWl_5bJs2b3))
xafqLlk3kkUe(oVre8I6UXc3b.stats[xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6iC\xd9\x98\x05x\x17\nfOit\x08\xf3\x9b\xca/W'), '\144' + '\145' + chr(0b1100011) + chr(111) + chr(8601 - 8501) + '\145')(chr(13545 - 13428) + chr(0b1010011 + 0o41) + '\x66' + '\055' + chr(0b111000))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xebv@\xcf\x93\x12'), chr(100) + '\x65' + '\x63' + chr(0b110100 + 0o73) + '\x64' + chr(0b1100101))(chr(13325 - 13208) + chr(7784 - 7668) + chr(0b1100110) + '\x2d' + chr(2667 - 2611)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xebLX\xe3\x895\x08\x08\x05gFl'), chr(100) + chr(0b1011011 + 0o12) + '\x63' + chr(111) + chr(1289 - 1189) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\146' + '\055' + chr(0b10010 + 0o46)))(CTOw9WJw2oli))
xafqLlk3kkUe(oVre8I6UXc3b.training_buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8cC\xcf\x89)".\x00q^~X\x0f\xa6\xb1\xc39V'), '\x64' + '\145' + '\143' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(0b1001011 + 0o51) + chr(0b1100110) + '\055' + chr(56)))()
xafqLlk3kkUe(oVre8I6UXc3b.trainer_metrics, xafqLlk3kkUe(SXOLrMavuUCe(b'\xefhT\xf5\x8d\x19;7\x07iunw\t\xb2\xa3\xc0'), chr(1551 - 1451) + '\145' + '\x63' + chr(0b1010001 + 0o36) + chr(0b1100100) + '\x65')('\165' + chr(0b1001011 + 0o51) + '\x66' + '\055' + chr(834 - 778)))()
|
Unity-Technologies/ml-agents
|
gym-unity/gym_unity/envs/unity_env.py
|
UnityEnv.reset
|
def reset(self):
"""Resets the state of the environment and returns an initial observation.
In the case of multi-agent environments, this is a list.
Returns: observation (object/list): the initial observation of the
space.
"""
info = self._env.reset()[self.brain_name]
n_agents = len(info.agents)
self._check_agents(n_agents)
self.game_over = False
if not self._multiagent:
obs, reward, done, info = self._single_step(info)
else:
obs, reward, done, info = self._multi_step(info)
return obs
|
python
|
def reset(self):
"""Resets the state of the environment and returns an initial observation.
In the case of multi-agent environments, this is a list.
Returns: observation (object/list): the initial observation of the
space.
"""
info = self._env.reset()[self.brain_name]
n_agents = len(info.agents)
self._check_agents(n_agents)
self.game_over = False
if not self._multiagent:
obs, reward, done, info = self._single_step(info)
else:
obs, reward, done, info = self._multi_step(info)
return obs
|
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|
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37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/gym-unity/gym_unity/envs/unity_env.py#L109-L124
|
train
|
Resets the state of the environment and returns an initial observation.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\061' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(10044 - 9933) + chr(0b1101 + 0o51) + chr(1020 - 972), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110 + 0o54) + chr(0b10 + 0o56) + chr(1355 - 1300), 24568 - 24560), ehT0Px3KOsy9(chr(642 - 594) + chr(0b1100110 + 0o11) + chr(1055 - 1004) + chr(274 - 220) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(7384 - 7273) + '\x32' + chr(0b110010) + chr(0b1000 + 0o56), 17079 - 17071), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b110010) + chr(0b110100) + chr(1743 - 1692), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b1110 + 0o46) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1010 + 0o51) + chr(1539 - 1491) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1190 - 1142) + chr(111) + chr(0b1110 + 0o44) + chr(50) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1466 - 1412) + '\061', 61282 - 61274), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101000 + 0o13) + chr(924 - 873) + chr(51), 2508 - 2500), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o14) + '\065' + chr(1699 - 1647), ord("\x08")), ehT0Px3KOsy9(chr(578 - 530) + chr(2892 - 2781) + chr(52) + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b11001 + 0o30) + '\x35', 38997 - 38989), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + '\x32' + chr(1768 - 1714) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + chr(0b100010 + 0o23) + chr(0b110111), 8849 - 8841), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(10721 - 10610) + '\062' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(52) + chr(0b11110 + 0o26), 59453 - 59445), ehT0Px3KOsy9('\x30' + chr(6130 - 6019) + chr(0b101000 + 0o12) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(7230 - 7119) + '\x33' + chr(55), 14165 - 14157), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b111110 + 0o61) + chr(0b110010) + chr(55) + '\061', 16310 - 16302), ehT0Px3KOsy9(chr(858 - 810) + '\x6f' + chr(1890 - 1840) + '\062' + chr(1471 - 1421), 53074 - 53066), ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + chr(0b110010) + '\x36' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1087 - 1039) + chr(0b1101111) + '\x35' + '\061', 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(1889 - 1839) + '\067' + chr(1914 - 1862), 0b1000), ehT0Px3KOsy9(chr(1871 - 1823) + '\157' + chr(0b10110 + 0o35) + chr(0b10111 + 0o34) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(52) + chr(0b11101 + 0o32), 53508 - 53500), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(11550 - 11439) + '\061' + chr(53) + chr(0b100101 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\x37' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(326 - 275) + chr(0b110110) + chr(1337 - 1283), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b1111 + 0o41) + chr(0b100110 + 0o20), 0b1000), ehT0Px3KOsy9(chr(822 - 774) + chr(0b110 + 0o151) + chr(1141 - 1092) + chr(58 - 6) + chr(2898 - 2844), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b11111 + 0o24) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(11256 - 11145) + chr(0b110010) + '\x31', 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(51) + '\x37' + '\x36', 5854 - 5846), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(2782 - 2727) + '\065', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(463 - 410) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1238 - 1188) + chr(303 - 248) + chr(1744 - 1691), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(0b10111 + 0o31), 16216 - 16208)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), chr(6456 - 6356) + '\x65' + '\143' + chr(0b1101111) + chr(100) + '\145')(chr(0b101110 + 0o107) + chr(116) + chr(0b1000111 + 0o37) + chr(535 - 490) + chr(0b100100 + 0o24)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def G0V856pwkJmZ(oVre8I6UXc3b):
S7Hxucg7jlZk = oVre8I6UXc3b._env.reset()[oVre8I6UXc3b.brain_name]
FiEtHuf0bVIx = c2A0yzQpDQB3(S7Hxucg7jlZk.agents)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96S\xef\x97\xf5\xc8\xbc\xa5E\xf0_\xaf\xdf'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(111) + chr(100) + chr(0b1010 + 0o133))('\165' + '\x74' + '\146' + chr(45) + '\x38'))(FiEtHuf0bVIx)
oVre8I6UXc3b.FxfN3KvFMSYo = ehT0Px3KOsy9(chr(603 - 555) + chr(0b11001 + 0o126) + chr(0b110000), 0o10)
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96]\xf2\x9e\xe2\xca\x82\xa3G\xfbE'), '\144' + '\145' + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1100101 + 0o20) + '\x74' + '\x66' + chr(948 - 903) + chr(0b1001 + 0o57))):
(HUAx0lWcwxPP, jEXsEsgeguP4, Ki86oC9WfglU, S7Hxucg7jlZk) = oVre8I6UXc3b._single_step(S7Hxucg7jlZk)
else:
(HUAx0lWcwxPP, jEXsEsgeguP4, Ki86oC9WfglU, S7Hxucg7jlZk) = oVre8I6UXc3b._multi_step(S7Hxucg7jlZk)
return HUAx0lWcwxPP
|
Unity-Technologies/ml-agents
|
gym-unity/gym_unity/envs/unity_env.py
|
UnityEnv.step
|
def step(self, action):
"""Run one timestep of the environment's dynamics. When end of
episode is reached, you are responsible for calling `reset()`
to reset this environment's state.
Accepts an action and returns a tuple (observation, reward, done, info).
In the case of multi-agent environments, these are lists.
Args:
action (object/list): an action provided by the environment
Returns:
observation (object/list): agent's observation of the current environment
reward (float/list) : amount of reward returned after previous action
done (boolean/list): whether the episode has ended.
info (dict): contains auxiliary diagnostic information, including BrainInfo.
"""
# Use random actions for all other agents in environment.
if self._multiagent:
if not isinstance(action, list):
raise UnityGymException("The environment was expecting `action` to be a list.")
if len(action) != self._n_agents:
raise UnityGymException(
"The environment was expecting a list of {} actions.".format(self._n_agents))
else:
if self._flattener is not None:
# Action space is discrete and flattened - we expect a list of scalars
action = [self._flattener.lookup_action(_act) for _act in action]
action = np.array(action)
else:
if self._flattener is not None:
# Translate action into list
action = self._flattener.lookup_action(action)
info = self._env.step(action)[self.brain_name]
n_agents = len(info.agents)
self._check_agents(n_agents)
self._current_state = info
if not self._multiagent:
obs, reward, done, info = self._single_step(info)
self.game_over = done
else:
obs, reward, done, info = self._multi_step(info)
self.game_over = all(done)
return obs, reward, done, info
|
python
|
def step(self, action):
"""Run one timestep of the environment's dynamics. When end of
episode is reached, you are responsible for calling `reset()`
to reset this environment's state.
Accepts an action and returns a tuple (observation, reward, done, info).
In the case of multi-agent environments, these are lists.
Args:
action (object/list): an action provided by the environment
Returns:
observation (object/list): agent's observation of the current environment
reward (float/list) : amount of reward returned after previous action
done (boolean/list): whether the episode has ended.
info (dict): contains auxiliary diagnostic information, including BrainInfo.
"""
# Use random actions for all other agents in environment.
if self._multiagent:
if not isinstance(action, list):
raise UnityGymException("The environment was expecting `action` to be a list.")
if len(action) != self._n_agents:
raise UnityGymException(
"The environment was expecting a list of {} actions.".format(self._n_agents))
else:
if self._flattener is not None:
# Action space is discrete and flattened - we expect a list of scalars
action = [self._flattener.lookup_action(_act) for _act in action]
action = np.array(action)
else:
if self._flattener is not None:
# Translate action into list
action = self._flattener.lookup_action(action)
info = self._env.step(action)[self.brain_name]
n_agents = len(info.agents)
self._check_agents(n_agents)
self._current_state = info
if not self._multiagent:
obs, reward, done, info = self._single_step(info)
self.game_over = done
else:
obs, reward, done, info = self._multi_step(info)
self.game_over = all(done)
return obs, reward, done, info
|
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Run one timestep of the environment's dynamics. When end of
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Accepts an action and returns a tuple (observation, reward, done, info).
In the case of multi-agent environments, these are lists.
Args:
action (object/list): an action provided by the environment
Returns:
observation (object/list): agent's observation of the current environment
reward (float/list) : amount of reward returned after previous action
done (boolean/list): whether the episode has ended.
info (dict): contains auxiliary diagnostic information, including BrainInfo.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/gym-unity/gym_unity/envs/unity_env.py#L126-L169
|
train
|
Run one timestep of the environment.
|
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' + '\x32' + '\060' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(52) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(2567 - 2514) + '\065', 27036 - 27028), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(1285 - 1232) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\063' + chr(0b110111) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1902 - 1851) + chr(1494 - 1443), 10401 - 10393), ehT0Px3KOsy9('\x30' + chr(6078 - 5967) + chr(0b11100 + 0o25) + '\065' + chr(1149 - 1097), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b101010 + 0o13) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(55) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110111) + chr(0b110010), 1631 - 1623), ehT0Px3KOsy9(chr(851 - 803) + '\x6f' + chr(0b110011) + '\064' + '\060', 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(51) + chr(0b110111) + '\067', 6113 - 6105), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + chr(49) + chr(0b10011 + 0o36) + chr(0b100000 + 0o21), 0b1000), ehT0Px3KOsy9('\x30' + chr(9544 - 9433) + '\063', 8), ehT0Px3KOsy9(chr(1222 - 1174) + chr(0b1101111) + chr(0b100101 + 0o16) + '\x33' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b110011) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(51) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(623 - 575) + '\x6f' + chr(49) + '\x36' + chr(1391 - 1343), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(794 - 683) + '\063' + chr(939 - 888) + chr(0b1111 + 0o41), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(54) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101001 + 0o10) + '\065' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10290 - 10179) + chr(635 - 585) + '\064' + chr(0b11101 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(1858 - 1809) + chr(0b11010 + 0o30) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1000 + 0o52) + chr(0b110000 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100 + 0o2) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x32' + chr(51) + chr(0b101 + 0o61), 14100 - 14092), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\x37' + '\x37', 54510 - 54502), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(1835 - 1724) + chr(0b110001) + chr(0b1011 + 0o45) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b110101) + chr(1652 - 1602), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10984 - 10873) + chr(49) + chr(0b11001 + 0o30) + chr(0b101111 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(1319 - 1271) + chr(1888 - 1835), 0b1000), ehT0Px3KOsy9('\x30' + chr(2577 - 2466) + chr(246 - 196) + chr(0b110101) + chr(1555 - 1500), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(0b110010) + chr(2082 - 2030) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110111) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(0b110011) + '\x32' + chr(0b110 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(1599 - 1551) + chr(8399 - 8288) + chr(387 - 338) + '\064' + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(8029 - 7918) + '\063' + '\061' + chr(1972 - 1920), 53643 - 53635), ehT0Px3KOsy9('\x30' + chr(5906 - 5795) + chr(51) + chr(49) + chr(0b110011), 13465 - 13457)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(2390 - 2337) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xac'), '\144' + chr(0b10111 + 0o116) + chr(6846 - 6747) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kDuFsAhEatcU(oVre8I6UXc3b, vyskHDXig6uT):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xcb\xd8\x85w\x90z\x0b\rjJ'), chr(0b1100100) + '\x65' + chr(0b1010 + 0o131) + chr(0b100 + 0o153) + '\x64' + chr(101))(chr(117) + '\x74' + chr(102) + chr(0b101101) + chr(0b111000 + 0o0))):
if not PlSM16l2KDPD(vyskHDXig6uT, YyaZ4tpXu4lf):
raise JD8MmplVV4Zl(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\xce\xc8\xc9f\x97m\x05\x1akP\xd7\x85\x91=#\xad\xb8iP\xbd\x8c\x1d\xc47dY\xf0\x18d\xca*\xe6\xdb\xca\x14\xbf\x06\xec\xbf\xed\x86\xcf\x8c#\x98;\x00\x01wJ\x94'), chr(0b110100 + 0o60) + '\145' + chr(0b101010 + 0o71) + chr(111) + chr(0b1100100) + chr(0b1001000 + 0o35))(chr(0b1101110 + 0o7) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'))
if c2A0yzQpDQB3(vyskHDXig6uT) != xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x90\x9e\xa4k\x92T_\x105t\xe2'), chr(100) + '\x65' + '\143' + chr(0b10000 + 0o137) + '\144' + chr(0b1100101))(chr(0b110111 + 0o76) + chr(0b1001110 + 0o46) + chr(102) + chr(0b101101) + '\070')):
raise JD8MmplVV4Zl(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\xce\xc8\xc9f\x97m\x05\x1akP\xd7\x85\x91=#\xad\xb8iP\xbd\x8c\x1d\xc47dY\xf0\x18d\xcbk\xe9\xc6\xd0\x0f\xf1\t\xaa\xeb\xf9\xdb\x8d\x88`\x8dr\x03\x06w\x10'), '\144' + chr(101) + chr(1806 - 1707) + chr(7832 - 7721) + '\144' + '\145')(chr(0b1101000 + 0o15) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(421 - 365)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4\xc9\xdf\x84b\x8d'), chr(100) + chr(10106 - 10005) + '\143' + chr(10299 - 10188) + chr(100) + chr(0b1100101))(chr(2769 - 2652) + chr(116) + chr(5435 - 5333) + '\055' + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x90\x9e\xa4k\x92T_\x105t\xe2'), chr(0b110100 + 0o60) + chr(0b111 + 0o136) + chr(99) + chr(111) + '\x64' + chr(8065 - 7964))(chr(0b110 + 0o157) + chr(1451 - 1335) + '\x66' + '\x2d' + '\x38'))))
else:
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xc0\xc1\x88w\x8d~\x02\rv'), chr(6888 - 6788) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1000101 + 0o40))(chr(0b1110101) + chr(1901 - 1785) + chr(8556 - 8454) + chr(1361 - 1316) + chr(0b111000))) is not None:
vyskHDXig6uT = [oVre8I6UXc3b._flattener.lookup_action(YukOT1XfaDes) for YukOT1XfaDes in vyskHDXig6uT]
vyskHDXig6uT = WqUC3KWvYVup.B0ePDhpqxN5n(vyskHDXig6uT)
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xc0\xc1\x88w\x8d~\x02\rv'), '\144' + chr(3385 - 3284) + chr(0b1100011) + chr(4420 - 4309) + chr(100) + '\x65')(chr(12889 - 12772) + chr(0b1110100) + chr(0b1 + 0o145) + '\055' + chr(1279 - 1223))) is not None:
vyskHDXig6uT = oVre8I6UXc3b._flattener.lookup_action(vyskHDXig6uT)
S7Hxucg7jlZk = oVre8I6UXc3b._env.kDuFsAhEatcU(vyskHDXig6uT)[oVre8I6UXc3b.brain_name]
FiEtHuf0bVIx = c2A0yzQpDQB3(S7Hxucg7jlZk.agents)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xc5\xc5\x8c`\x92D\r\x0faP\xce\x93'), '\144' + '\145' + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(117) + '\164' + chr(0b1100110) + '\055' + chr(0b100 + 0o64)))(FiEtHuf0bVIx)
oVre8I6UXc3b.ENpDVHxff90N = S7Hxucg7jlZk
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\xcb\xd8\x85w\x90z\x0b\rjJ'), chr(0b101101 + 0o67) + chr(0b1100101) + chr(0b1000 + 0o133) + chr(0b1010000 + 0o37) + '\144' + chr(0b1100101))(chr(117) + chr(116) + chr(0b100110 + 0o100) + '\x2d' + chr(0b10000 + 0o50))):
(HUAx0lWcwxPP, jEXsEsgeguP4, Ki86oC9WfglU, S7Hxucg7jlZk) = oVre8I6UXc3b._single_step(S7Hxucg7jlZk)
oVre8I6UXc3b.FxfN3KvFMSYo = Ki86oC9WfglU
else:
(HUAx0lWcwxPP, jEXsEsgeguP4, Ki86oC9WfglU, S7Hxucg7jlZk) = oVre8I6UXc3b._multi_step(S7Hxucg7jlZk)
oVre8I6UXc3b.FxfN3KvFMSYo = Dl48nj1rbi23(Ki86oC9WfglU)
return (HUAx0lWcwxPP, jEXsEsgeguP4, Ki86oC9WfglU, S7Hxucg7jlZk)
|
Unity-Technologies/ml-agents
|
gym-unity/gym_unity/envs/unity_env.py
|
ActionFlattener._create_lookup
|
def _create_lookup(self, branched_action_space):
"""
Creates a Dict that maps discrete actions (scalars) to branched actions (lists).
Each key in the Dict maps to one unique set of branched actions, and each value
contains the List of branched actions.
"""
possible_vals = [range(_num) for _num in branched_action_space]
all_actions = [list(_action) for _action in itertools.product(*possible_vals)]
# Dict should be faster than List for large action spaces
action_lookup = {_scalar: _action for (_scalar, _action) in enumerate(all_actions)}
return action_lookup
|
python
|
def _create_lookup(self, branched_action_space):
"""
Creates a Dict that maps discrete actions (scalars) to branched actions (lists).
Each key in the Dict maps to one unique set of branched actions, and each value
contains the List of branched actions.
"""
possible_vals = [range(_num) for _num in branched_action_space]
all_actions = [list(_action) for _action in itertools.product(*possible_vals)]
# Dict should be faster than List for large action spaces
action_lookup = {_scalar: _action for (_scalar, _action) in enumerate(all_actions)}
return action_lookup
|
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] |
Creates a Dict that maps discrete actions (scalars) to branched actions (lists).
Each key in the Dict maps to one unique set of branched actions, and each value
contains the List of branched actions.
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/gym-unity/gym_unity/envs/unity_env.py#L279-L289
|
train
|
Creates a lookup dict that maps discrete actions to branched actions.
|
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(1597 - 1549) + chr(6408 - 6297) + chr(0b110001 + 0o2) + chr(0b11111 + 0o25) + chr(0b11110 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\062' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(1900 - 1789) + chr(0b101100 + 0o11), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110100) + chr(1477 - 1426), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b11111 + 0o24), 38568 - 38560), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(51) + chr(0b110000) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(6619 - 6508) + '\x32' + '\062' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(2626 - 2572) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9134 - 9023) + chr(0b110010 + 0o1) + chr(2473 - 2418) + '\x33', 0o10), ehT0Px3KOsy9(chr(87 - 39) + '\157' + chr(2027 - 1974) + chr(2063 - 2009), ord("\x08")), ehT0Px3KOsy9(chr(90 - 42) + '\157' + chr(0b110010) + chr(871 - 818) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001 + 0o0) + chr(0b100001 + 0o22) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101111 + 0o2) + chr(1587 - 1535) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(55), 16956 - 16948), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(51) + '\060' + chr(48), 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b110001) + chr(285 - 237) + chr(1376 - 1323), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(1321 - 1270) + chr(197 - 149) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11473 - 11362) + '\x31' + chr(112 - 60) + chr(1977 - 1922), ord("\x08")), ehT0Px3KOsy9('\060' + chr(617 - 506) + '\063' + chr(54) + chr(0b110101), 29658 - 29650), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110011) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(1454 - 1404) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100011 + 0o16) + '\060' + '\064', 564 - 556), ehT0Px3KOsy9(chr(48) + '\157' + chr(823 - 772) + '\062' + chr(0b110111 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(195 - 147) + chr(0b1010000 + 0o37) + chr(0b110001) + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(145 - 97) + chr(0b1101111) + chr(461 - 412) + '\066' + chr(0b110100), 47745 - 47737), ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + '\x33' + chr(0b110110) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\065' + chr(598 - 543), 61412 - 61404), ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + '\063' + '\x30' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b110110) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1165 - 1117) + '\157' + chr(0b110001 + 0o0) + '\x31' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(448 - 400) + chr(1280 - 1169) + '\061' + '\065', 12496 - 12488), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + '\x31' + '\x31' + '\x34', 8), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + '\061' + chr(51) + chr(1586 - 1535), 40990 - 40982), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + '\061' + chr(1075 - 1024) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\066' + chr(2594 - 2539), 8), ehT0Px3KOsy9(chr(1341 - 1293) + chr(0b1010101 + 0o32) + '\063' + chr(793 - 745) + chr(2356 - 2307), 8), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\x33' + chr(0b101001 + 0o14) + '\067', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11011 + 0o26) + chr(0b10100 + 0o36) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(418 - 365) + chr(0b11010 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\060', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(4431 - 4320) + chr(53) + chr(662 - 614), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd'), '\x64' + chr(101) + chr(0b1001111 + 0o24) + chr(0b1101111) + chr(0b11101 + 0o107) + chr(0b1100101))(chr(0b100000 + 0o125) + chr(0b1110100) + chr(6834 - 6732) + chr(0b10000 + 0o35) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GDnsIGKBu3jY(oVre8I6UXc3b, mxC_A_g32Bnz):
TP6LIVVSb3X0 = [vQr8gNKaIaWE(Ppck17B_SVfj) for Ppck17B_SVfj in mxC_A_g32Bnz]
z5EYB6nilIpt = [YyaZ4tpXu4lf(TB1IbsYVfAnc) for TB1IbsYVfAnc in nLSuLqmR6kNP.uIRUM5ZtFNrn(*TP6LIVVSb3X0)]
W48b2naZkrnz = {duiCFWdc5njP: TB1IbsYVfAnc for (duiCFWdc5njP, TB1IbsYVfAnc) in YlkZvXL8qwsX(z5EYB6nilIpt)}
return W48b2naZkrnz
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/rpc_communicator.py
|
RpcCommunicator.create_server
|
def create_server(self):
"""
Creates the GRPC server.
"""
self.check_port(self.port)
try:
# Establish communication grpc
self.server = grpc.server(ThreadPoolExecutor(max_workers=10))
self.unity_to_external = UnityToExternalServicerImplementation()
add_UnityToExternalServicer_to_server(self.unity_to_external, self.server)
# Using unspecified address, which means that grpc is communicating on all IPs
# This is so that the docker container can connect.
self.server.add_insecure_port('[::]:' + str(self.port))
self.server.start()
self.is_open = True
except:
raise UnityWorkerInUseException(self.worker_id)
|
python
|
def create_server(self):
"""
Creates the GRPC server.
"""
self.check_port(self.port)
try:
# Establish communication grpc
self.server = grpc.server(ThreadPoolExecutor(max_workers=10))
self.unity_to_external = UnityToExternalServicerImplementation()
add_UnityToExternalServicer_to_server(self.unity_to_external, self.server)
# Using unspecified address, which means that grpc is communicating on all IPs
# This is so that the docker container can connect.
self.server.add_insecure_port('[::]:' + str(self.port))
self.server.start()
self.is_open = True
except:
raise UnityWorkerInUseException(self.worker_id)
|
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] |
Creates the GRPC server.
|
[
"Creates",
"the",
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"server",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/rpc_communicator.py#L46-L63
|
train
|
Creates the GRPC server.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(2088 - 2037), ord("\x08")), ehT0Px3KOsy9(chr(1602 - 1554) + '\157' + chr(2081 - 2032) + chr(0b10110 + 0o32) + chr(0b110011 + 0o4), 45611 - 45603), ehT0Px3KOsy9(chr(316 - 268) + chr(0b1101100 + 0o3) + '\x32' + chr(0b10100 + 0o36) + chr(0b100011 + 0o22), 60506 - 60498), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + '\063' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + '\x33' + '\x37' + '\x35', 55541 - 55533), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(55) + chr(0b10011 + 0o36), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011 + 0o144) + chr(0b110010) + '\064' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(0b110011) + chr(0b110011) + '\x31', 60595 - 60587), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x36' + chr(0b11 + 0o60), 22537 - 22529), ehT0Px3KOsy9('\x30' + chr(0b1011111 + 0o20) + chr(0b110011) + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(2037 - 1989) + '\157' + chr(2594 - 2542), 5508 - 5500), ehT0Px3KOsy9(chr(166 - 118) + chr(0b1010010 + 0o35) + '\x31' + chr(0b1111 + 0o47) + chr(2294 - 2241), 5053 - 5045), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(53) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(0b10010 + 0o42) + '\066', 0b1000), ehT0Px3KOsy9(chr(908 - 860) + chr(111) + chr(0b110001) + chr(49) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x35' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1408 - 1357) + '\x32' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1795 - 1747) + chr(8335 - 8224) + '\x33' + chr(0b10101 + 0o36) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + chr(0b111 + 0o52) + chr(0b110000) + chr(2708 - 2654), 11374 - 11366), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10110 + 0o35) + chr(1476 - 1427) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064' + chr(0b11101 + 0o25), 0o10), ehT0Px3KOsy9('\060' + chr(0b11 + 0o154) + chr(49) + '\x36' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11001 + 0o30) + chr(2563 - 2508) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\061' + chr(0b101100 + 0o7), 0b1000), ehT0Px3KOsy9(chr(1050 - 1002) + chr(11381 - 11270) + chr(0b10000 + 0o42) + chr(605 - 557) + chr(0b100001 + 0o22), 28133 - 28125), ehT0Px3KOsy9(chr(0b110000) + chr(2610 - 2499) + chr(51) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11110 + 0o23) + chr(105 - 54) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(734 - 684) + '\061' + '\067', 58494 - 58486), ehT0Px3KOsy9(chr(1901 - 1853) + chr(0b1101111) + chr(0b110001) + chr(0b100001 + 0o22) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b100100 + 0o17) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\064' + '\066', 64313 - 64305), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + chr(0b110001) + '\x36' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1830 - 1782) + '\157' + chr(49) + '\066' + chr(310 - 260), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o40) + chr(50) + chr(0b1110 + 0o50), 33290 - 33282), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\x31' + chr(0b11010 + 0o26), 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(51) + chr(0b101101 + 0o12) + '\063', 45034 - 45026), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110110 + 0o0) + chr(1402 - 1348), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4443 - 4332) + chr(0b110100) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1501 - 1453) + chr(0b1000 + 0o147) + chr(0b110001) + '\067' + '\062', 11502 - 11494), ehT0Px3KOsy9('\060' + chr(0b1000010 + 0o55) + chr(53) + '\x33', 47740 - 47732)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b110101) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'%'), chr(0b1100100) + chr(0b1000111 + 0o36) + chr(99) + '\157' + chr(0b1100100) + chr(6850 - 6749))(chr(11315 - 11198) + chr(0b1000 + 0o154) + chr(3918 - 3816) + chr(1293 - 1248) + chr(1459 - 1403)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def TNaYBtPL_TZ_(oVre8I6UXc3b):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'h/\xf0}\x96f\xd3\xb6\x81\xa7'), chr(5099 - 4999) + chr(101) + '\x63' + chr(111) + chr(0b1011110 + 0o6) + '\x65')('\165' + '\x74' + '\x66' + '\055' + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'_\x16\xc1J\x9cM\xf6\x90\xb1\x82<\x0c'), chr(0b1011101 + 0o7) + chr(0b1100101) + chr(4592 - 4493) + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b11111 + 0o107) + chr(45) + '\070')))
try:
oVre8I6UXc3b.Ut41WBgpnv2R = tx4T6kgGy1K3.Ut41WBgpnv2R(E61ss6PJCurr(max_workers=ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\x31' + chr(343 - 293), 0o10)))
oVre8I6UXc3b.jdSy_xfiwocj = tYe6_hdAGxx6()
Aukf1GN_WXeD(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a#\xc6g\xa2A\xc5\xb0\x84\xbcg\x1f'), chr(100) + '\145' + chr(7392 - 7293) + chr(0b10010 + 0o135) + chr(0b1101 + 0o127) + chr(0b1100101))(chr(9651 - 9534) + chr(116) + chr(0b1000100 + 0o42) + '\055' + chr(0b111 + 0o61))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"^3\xa1/\xaa{\xc4\xa9\x9d\xa56'"), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + chr(0b1101100 + 0o10) + chr(0b1100110) + chr(45) + chr(0b111000))))
xafqLlk3kkUe(oVre8I6UXc3b.server, xafqLlk3kkUe(SXOLrMavuUCe(b"j#\xf1A\x94W\xd0\xbc\x90\xa6v\x106\x16'_\xa0"), chr(0b1100100) + chr(0b1011 + 0o132) + '\143' + chr(0b1101111) + chr(0b1100000 + 0o4) + chr(4194 - 4093))(chr(1137 - 1020) + chr(8441 - 8325) + chr(102) + chr(45) + chr(0b10 + 0o66)))(xafqLlk3kkUe(SXOLrMavuUCe(b'P}\xafC\xc7'), chr(0b11111 + 0o105) + chr(0b1000001 + 0o44) + chr(3511 - 3412) + '\x6f' + chr(100) + '\x65')('\165' + chr(116) + chr(102) + '\055' + chr(0b1001 + 0o57)) + M8_cKLkHVB2V(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'_\x16\xc1J\x9cM\xf6\x90\xb1\x82<\x0c'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1000001 + 0o56) + '\x64' + chr(699 - 598))(chr(117) + chr(116) + chr(2656 - 2554) + chr(0b1111 + 0o36) + chr(0b111000)))))
xafqLlk3kkUe(oVre8I6UXc3b.server, xafqLlk3kkUe(SXOLrMavuUCe(b'x3\xf4l\x89'), '\144' + chr(2122 - 2021) + chr(6379 - 6280) + '\x6f' + chr(0b1100100) + chr(2889 - 2788))('\165' + '\164' + chr(0b1000011 + 0o43) + '\x2d' + chr(0b111000)))()
oVre8I6UXc3b._m2QqACcbhvP = ehT0Px3KOsy9(chr(48) + chr(2488 - 2377) + '\x31', ord("\x08"))
except ZVWAAMjVVHHl:
raise XhSKi6EvFuq4(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'|(\xe7u\x98K\xfc\xb0\x97'), '\144' + chr(0b1010110 + 0o17) + chr(0b1100011) + chr(111) + chr(0b10010 + 0o122) + chr(0b1000001 + 0o44))(chr(0b11111 + 0o126) + '\164' + chr(0b1100110) + chr(1986 - 1941) + '\070')))
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/rpc_communicator.py
|
RpcCommunicator.check_port
|
def check_port(self, port):
"""
Attempts to bind to the requested communicator port, checking if it is already in use.
"""
s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
try:
s.bind(("localhost", port))
except socket.error:
raise UnityWorkerInUseException(self.worker_id)
finally:
s.close()
|
python
|
def check_port(self, port):
"""
Attempts to bind to the requested communicator port, checking if it is already in use.
"""
s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
try:
s.bind(("localhost", port))
except socket.error:
raise UnityWorkerInUseException(self.worker_id)
finally:
s.close()
|
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] |
Attempts to bind to the requested communicator port, checking if it is already in use.
|
[
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/rpc_communicator.py#L65-L75
|
train
|
Checks if the given communicator port is already in use.
|
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(0b1101000 + 0o7) + '\x33' + chr(55), 10235 - 10227), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + '\063' + chr(0b110110) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1353 - 1305) + '\157' + chr(264 - 215) + chr(0b110011) + chr(1114 - 1062), 0b1000), ehT0Px3KOsy9('\x30' + chr(7842 - 7731) + chr(0b110011) + chr(1045 - 997), 61914 - 61906), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\x33' + '\x36' + '\x34', 8), ehT0Px3KOsy9(chr(1724 - 1676) + chr(0b100001 + 0o116) + chr(0b110010) + '\063' + chr(54), 62743 - 62735), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1 + 0o62) + '\x36' + '\x35', 18421 - 18413), ehT0Px3KOsy9(chr(55 - 7) + chr(111) + chr(0b110001) + chr(1018 - 966) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(0b110000 + 0o2) + chr(0b110101) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8460 - 8349) + chr(0b110010) + chr(50) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(2914 - 2803) + chr(0b110101) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(53) + chr(0b11 + 0o60), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6120 - 6009) + '\061' + '\060' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6351 - 6240) + chr(0b110001) + chr(0b110 + 0o56) + chr(856 - 808), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110110) + chr(0b11111 + 0o30), 32486 - 32478), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b110010) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1668 - 1615) + '\x33', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(48) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b110001 + 0o76) + chr(49) + chr(55) + '\x30', 37964 - 37956), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1634 - 1585) + chr(0b110100) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(51) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2248 - 2199) + '\066' + '\x37', 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(52) + chr(1581 - 1533), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(2454 - 2399), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(51) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1111 + 0o42) + chr(1411 - 1357) + chr(55), 8), ehT0Px3KOsy9('\060' + chr(6850 - 6739) + '\061' + chr(51) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + '\061' + chr(1591 - 1543) + '\060', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(841 - 792) + chr(51) + '\060', 11579 - 11571), ehT0Px3KOsy9(chr(0b110000) + chr(10527 - 10416) + chr(0b1101 + 0o45) + '\x31' + chr(53), 32946 - 32938), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + chr(49) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(479 - 429) + '\x30' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100010 + 0o17) + chr(0b100110 + 0o16) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(9392 - 9281) + '\x33' + chr(898 - 844) + chr(0b110111), 45257 - 45249), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + '\062' + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\064' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + chr(0b110001) + chr(0b110111) + chr(53), 19151 - 19143), ehT0Px3KOsy9('\060' + chr(2311 - 2200) + chr(1787 - 1738) + '\064' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(0b110010) + chr(0b10010 + 0o41) + chr(0b100110 + 0o20), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(463 - 408) + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(2520 - 2409) + '\x35' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'1'), chr(0b1100100) + '\x65' + chr(99) + '\157' + '\x64' + chr(8047 - 7946))(chr(0b1110101) + chr(0b1000111 + 0o55) + chr(0b110000 + 0o66) + '\055' + chr(1919 - 1863)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kngFhwdK_DTO(oVre8I6UXc3b, TQTTatUIBQ8y):
vGrByMSYMp9h = fRlZC0rbxjvV.socket(fRlZC0rbxjvV.AF_INET, fRlZC0rbxjvV.SOCK_STREAM)
try:
xafqLlk3kkUe(vGrByMSYMp9h, xafqLlk3kkUe(SXOLrMavuUCe(b'}\x9d2|'), chr(0b10001 + 0o123) + '\x65' + '\x63' + '\157' + chr(8977 - 8877) + chr(8616 - 8515))('\x75' + '\x74' + chr(102) + '\055' + chr(895 - 839)))((xafqLlk3kkUe(SXOLrMavuUCe(b's\x9b?y\x98\xf6\x9a\x13\xdd'), chr(0b1100100) + '\145' + '\143' + '\x6f' + chr(3625 - 3525) + '\x65')('\165' + '\x74' + chr(102) + chr(0b1011 + 0o42) + chr(0b111000)), TQTTatUIBQ8y))
except xafqLlk3kkUe(fRlZC0rbxjvV, xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa18H\x95\xea\xba3\x98\xe0U['), chr(0b1100100) + chr(0b1000 + 0o135) + chr(99) + chr(0b1101111) + chr(8938 - 8838) + chr(4511 - 4410))(chr(0b111 + 0o156) + '\x74' + '\146' + chr(0b101101) + chr(0b111000))):
raise XhSKi6EvFuq4(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'h\x9b.s\x91\xec\xaa\t\xcd'), chr(0b111110 + 0o46) + chr(3446 - 3345) + chr(4356 - 4257) + chr(8121 - 8010) + '\x64' + chr(0b0 + 0o145))('\x75' + chr(12783 - 12667) + chr(102) + chr(0b10 + 0o53) + chr(56))))
finally:
xafqLlk3kkUe(vGrByMSYMp9h, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x983k\x91'), '\144' + chr(0b1100101) + chr(5009 - 4910) + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1010001 + 0o43) + chr(2187 - 2085) + chr(0b101101) + '\x38'))()
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/rpc_communicator.py
|
RpcCommunicator.close
|
def close(self):
"""
Sends a shutdown signal to the unity environment, and closes the grpc connection.
"""
if self.is_open:
message_input = UnityMessage()
message_input.header.status = 400
self.unity_to_external.parent_conn.send(message_input)
self.unity_to_external.parent_conn.close()
self.server.stop(False)
self.is_open = False
|
python
|
def close(self):
"""
Sends a shutdown signal to the unity environment, and closes the grpc connection.
"""
if self.is_open:
message_input = UnityMessage()
message_input.header.status = 400
self.unity_to_external.parent_conn.send(message_input)
self.unity_to_external.parent_conn.close()
self.server.stop(False)
self.is_open = False
|
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] |
Sends a shutdown signal to the unity environment, and closes the grpc connection.
|
[
"Sends",
"a",
"shutdown",
"signal",
"to",
"the",
"unity",
"environment",
"and",
"closes",
"the",
"grpc",
"connection",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/rpc_communicator.py#L103-L113
|
train
|
Closes the Unity server and closes the grpc connection.
|
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(681 - 633) + chr(0b1101111) + '\x31' + chr(1946 - 1893) + chr(0b100011 + 0o21), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1043 - 994) + chr(1037 - 986) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(467 - 418) + chr(0b1110 + 0o46) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + chr(0b110010) + chr(53) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + '\061' + chr(53) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7571 - 7460) + chr(0b110010) + chr(577 - 528) + '\x31', 51061 - 51053), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(51) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(50) + '\x30' + chr(2056 - 2008), 0o10), ehT0Px3KOsy9(chr(668 - 620) + chr(3581 - 3470) + chr(0b110010) + chr(1718 - 1670) + '\066', 41223 - 41215), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(9686 - 9575) + '\064', 2569 - 2561), ehT0Px3KOsy9('\x30' + chr(111) + chr(1457 - 1408) + '\060' + chr(1472 - 1423), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110001) + '\x31', 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\063' + chr(1160 - 1106) + chr(54), 65259 - 65251), ehT0Px3KOsy9(chr(1498 - 1450) + chr(0b11000 + 0o127) + chr(0b11111 + 0o24) + '\x36' + chr(0b100011 + 0o16), 26709 - 26701), ehT0Px3KOsy9('\x30' + chr(6133 - 6022) + '\063' + chr(51) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110100) + chr(455 - 405), 64697 - 64689), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\x37' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6275 - 6164) + chr(0b110011) + chr(0b110100) + '\062', 0b1000), ehT0Px3KOsy9(chr(258 - 210) + '\x6f' + chr(629 - 579) + chr(50) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(55) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(3489 - 3378) + chr(0b110001) + chr(0b1101 + 0o46) + chr(460 - 408), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11010 + 0o32) + chr(698 - 648), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100010 + 0o21) + chr(1058 - 1009) + chr(2047 - 1994), 9716 - 9708), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10111 + 0o34) + '\067' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(6661 - 6550) + '\x31' + chr(0b110000) + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(0b110001) + chr(50) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(0b110010) + chr(0b0 + 0o64), 0o10), ehT0Px3KOsy9('\060' + chr(5066 - 4955) + chr(0b110010) + chr(0b101 + 0o57) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(50) + '\x30', 0b1000), ehT0Px3KOsy9(chr(980 - 932) + chr(0b111110 + 0o61) + '\x31' + chr(0b110010) + chr(474 - 425), 17054 - 17046), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\061' + '\x34' + chr(727 - 677), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110110) + chr(55), 62420 - 62412), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + '\x32' + '\066' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110 + 0o61) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + chr(0b101011 + 0o11) + chr(0b100000 + 0o26), 0b1000), ehT0Px3KOsy9(chr(969 - 921) + chr(111) + chr(52) + chr(0b1 + 0o61), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101110 + 0o2), 0o10), ehT0Px3KOsy9(chr(48) + chr(6181 - 6070) + '\x37' + chr(0b110100), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(9056 - 8945) + chr(53) + chr(1171 - 1123), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), '\x64' + '\x65' + '\143' + chr(3692 - 3581) + chr(4898 - 4798) + chr(5674 - 5573))(chr(117) + chr(6310 - 6194) + chr(0b101001 + 0o75) + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MkcqzDT3iB5h(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'32R\xfc\x19J\xca~\xe2\xee\xe6T'), '\x64' + '\145' + chr(5770 - 5671) + chr(111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100 + 0o132) + chr(0b0 + 0o55) + chr(0b111000))):
QqfLCtej5WW2 = evyIoqiRJ4tY()
QqfLCtej5WW2.header.vBsMWH4gAEfy = ehT0Px3KOsy9(chr(1363 - 1315) + chr(0b1000 + 0o147) + '\066' + chr(50) + '\x30', 6375 - 6367)
xafqLlk3kkUe(oVre8I6UXc3b.unity_to_external.parent_conn, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f:\x0e\xc9'), chr(0b1011011 + 0o11) + chr(101) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(10702 - 10585) + '\164' + chr(0b1100110) + chr(1101 - 1056) + '\x38'))(QqfLCtej5WW2)
xafqLlk3kkUe(oVre8I6UXc3b.unity_to_external.parent_conn, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f3\x0f\xde\r'), chr(1215 - 1115) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + chr(102) + chr(45) + chr(0b110 + 0o62)))()
xafqLlk3kkUe(oVre8I6UXc3b.server, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05iT\xda:D\xd9D\xd8\xea\xa1s'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(5733 - 5633) + chr(0b1011100 + 0o11))(chr(0b1001111 + 0o46) + '\x74' + '\x66' + '\x2d' + chr(409 - 353)))(ehT0Px3KOsy9(chr(48) + '\x6f' + chr(48), 8))
oVre8I6UXc3b._m2QqACcbhvP = ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(8762 - 8651) + '\x30', 8)
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/brain.py
|
BrainInfo.process_pixels
|
def process_pixels(image_bytes, gray_scale):
"""
Converts byte array observation image into numpy array, re-sizes it,
and optionally converts it to grey scale
:param gray_scale: Whether to convert the image to grayscale.
:param image_bytes: input byte array corresponding to image
:return: processed numpy array of observation from environment
"""
s = bytearray(image_bytes)
image = Image.open(io.BytesIO(s))
s = np.array(image) / 255.0
if gray_scale:
s = np.mean(s, axis=2)
s = np.reshape(s, [s.shape[0], s.shape[1], 1])
return s
|
python
|
def process_pixels(image_bytes, gray_scale):
"""
Converts byte array observation image into numpy array, re-sizes it,
and optionally converts it to grey scale
:param gray_scale: Whether to convert the image to grayscale.
:param image_bytes: input byte array corresponding to image
:return: processed numpy array of observation from environment
"""
s = bytearray(image_bytes)
image = Image.open(io.BytesIO(s))
s = np.array(image) / 255.0
if gray_scale:
s = np.mean(s, axis=2)
s = np.reshape(s, [s.shape[0], s.shape[1], 1])
return s
|
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Converts byte array observation image into numpy array, re-sizes it,
and optionally converts it to grey scale
:param gray_scale: Whether to convert the image to grayscale.
:param image_bytes: input byte array corresponding to image
:return: processed numpy array of observation from environment
|
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] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/brain.py#L68-L82
|
train
|
Converts byte array observation image into numpy array re - sizes it and optionally converts it to grey scale
.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b1 + 0o66) + chr(0b10101 + 0o33), 37996 - 37988), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(5437 - 5326) + chr(0b11101 + 0o24) + '\x32' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(1151 - 1102) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(982 - 927) + chr(51), 49713 - 49705), ehT0Px3KOsy9(chr(359 - 311) + chr(0b110001 + 0o76) + chr(1916 - 1865) + chr(53), 36424 - 36416), ehT0Px3KOsy9('\x30' + chr(10921 - 10810) + chr(725 - 675) + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1011 + 0o144) + chr(1359 - 1309) + '\x33' + chr(54), 42417 - 42409), ehT0Px3KOsy9(chr(0b110000) + chr(11669 - 11558) + '\x31' + chr(0b110001) + chr(0b101100 + 0o13), 9383 - 9375), ehT0Px3KOsy9(chr(0b110000) + chr(0b100111 + 0o110) + chr(2024 - 1974) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1011101 + 0o22) + chr(0b101101 + 0o5) + chr(0b10011 + 0o43) + chr(50), 8), ehT0Px3KOsy9(chr(356 - 308) + '\x6f' + '\066' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\x35' + chr(292 - 240), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110 + 0o56) + chr(0b110001), 62473 - 62465), ehT0Px3KOsy9(chr(2223 - 2175) + chr(0b110000 + 0o77) + chr(0b110001) + chr(2148 - 2099), 7029 - 7021), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(1767 - 1712), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x33' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + '\x32' + chr(0b110101) + chr(0b110 + 0o56), 32920 - 32912), ehT0Px3KOsy9(chr(48) + chr(3844 - 3733) + chr(49) + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x34' + chr(0b101001 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4023 - 3912) + chr(0b110001) + chr(0b1000 + 0o51) + chr(0b11010 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(51) + '\064' + '\063', 7590 - 7582), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1059 - 1008) + chr(0b11100 + 0o33) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(2253 - 2202), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\061' + chr(0b10110 + 0o40) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + '\x33' + chr(52) + chr(1879 - 1830), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110011) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(733 - 622) + chr(0b11111 + 0o25) + chr(0b1000 + 0o50), 45451 - 45443), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x32' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(872 - 821), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\060' + chr(0b101111 + 0o3), 63719 - 63711), ehT0Px3KOsy9(chr(48) + chr(4549 - 4438) + chr(0b1000 + 0o51) + chr(0b100001 + 0o25) + chr(636 - 582), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2129 - 2079) + chr(0b100010 + 0o25), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100), 39463 - 39455), ehT0Px3KOsy9('\x30' + chr(1470 - 1359) + chr(1885 - 1836) + chr(0b110011) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + chr(50) + chr(0b110001) + chr(207 - 159), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\067' + chr(49), 65264 - 65256), ehT0Px3KOsy9(chr(48) + chr(7940 - 7829) + chr(1221 - 1170) + chr(0b1101 + 0o43) + chr(843 - 792), 11693 - 11685), ehT0Px3KOsy9(chr(488 - 440) + chr(111) + '\x33' + chr(48) + chr(0b110101), 16746 - 16738)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1100111 + 0o10) + chr(0b110010 + 0o3) + chr(102 - 54), 46897 - 46889)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6'), '\x64' + '\x65' + chr(6593 - 6494) + chr(4707 - 4596) + chr(100) + chr(0b110011 + 0o62))(chr(0b1110101) + chr(0b101100 + 0o110) + chr(0b1011010 + 0o14) + chr(0b10 + 0o53) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jccSzP5uTYeo(aWq0Go5rqljQ, a7tZFa935emX):
vGrByMSYMp9h = QC9iu2kLpS8s(aWq0Go5rqljQ)
IdmAHWfCqrnp = Xi3KfA6brWYX.open(Bey9a5LqdaFa.BytesIO(vGrByMSYMp9h))
vGrByMSYMp9h = WqUC3KWvYVup.B0ePDhpqxN5n(IdmAHWfCqrnp) / 255.0
if a7tZFa935emX:
vGrByMSYMp9h = WqUC3KWvYVup.aJhItC_Vawlw(vGrByMSYMp9h, axis=ehT0Px3KOsy9('\x30' + chr(473 - 362) + chr(0b1111 + 0o43), 0o10))
vGrByMSYMp9h = WqUC3KWvYVup.reshape(vGrByMSYMp9h, [vGrByMSYMp9h.nauYfLglTpcb[ehT0Px3KOsy9(chr(1627 - 1579) + chr(0b1101111) + chr(0b110000), 43857 - 43849)], vGrByMSYMp9h.nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(49), ord("\x08"))], ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\x31', 8)])
return vGrByMSYMp9h
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/brain.py
|
BrainInfo.from_agent_proto
|
def from_agent_proto(agent_info_list, brain_params):
"""
Converts list of agent infos to BrainInfo.
"""
vis_obs = []
for i in range(brain_params.number_visual_observations):
obs = [BrainInfo.process_pixels(x.visual_observations[i],
brain_params.camera_resolutions[i]['blackAndWhite'])
for x in agent_info_list]
vis_obs += [obs]
if len(agent_info_list) == 0:
memory_size = 0
else:
memory_size = max([len(x.memories) for x in agent_info_list])
if memory_size == 0:
memory = np.zeros((0, 0))
else:
[x.memories.extend([0] * (memory_size - len(x.memories))) for x in agent_info_list]
memory = np.array([list(x.memories) for x in agent_info_list])
total_num_actions = sum(brain_params.vector_action_space_size)
mask_actions = np.ones((len(agent_info_list), total_num_actions))
for agent_index, agent_info in enumerate(agent_info_list):
if agent_info.action_mask is not None:
if len(agent_info.action_mask) == total_num_actions:
mask_actions[agent_index, :] = [
0 if agent_info.action_mask[k] else 1 for k in range(total_num_actions)]
if any([np.isnan(x.reward) for x in agent_info_list]):
logger.warning("An agent had a NaN reward for brain " + brain_params.brain_name)
if any([np.isnan(x.stacked_vector_observation).any() for x in agent_info_list]):
logger.warning("An agent had a NaN observation for brain " + brain_params.brain_name)
if len(agent_info_list) == 0:
vector_obs = np.zeros(
(0, brain_params.vector_observation_space_size * brain_params.num_stacked_vector_observations)
)
else:
vector_obs = np.nan_to_num(
np.array([x.stacked_vector_observation for x in agent_info_list])
)
brain_info = BrainInfo(
visual_observation=vis_obs,
vector_observation=vector_obs,
text_observations=[x.text_observation for x in agent_info_list],
memory=memory,
reward=[x.reward if not np.isnan(x.reward) else 0 for x in agent_info_list],
agents=[x.id for x in agent_info_list],
local_done=[x.done for x in agent_info_list],
vector_action=np.array([x.stored_vector_actions for x in agent_info_list]),
text_action=[list(x.stored_text_actions) for x in agent_info_list],
max_reached=[x.max_step_reached for x in agent_info_list],
custom_observations=[x.custom_observation for x in agent_info_list],
action_mask=mask_actions
)
return brain_info
|
python
|
def from_agent_proto(agent_info_list, brain_params):
"""
Converts list of agent infos to BrainInfo.
"""
vis_obs = []
for i in range(brain_params.number_visual_observations):
obs = [BrainInfo.process_pixels(x.visual_observations[i],
brain_params.camera_resolutions[i]['blackAndWhite'])
for x in agent_info_list]
vis_obs += [obs]
if len(agent_info_list) == 0:
memory_size = 0
else:
memory_size = max([len(x.memories) for x in agent_info_list])
if memory_size == 0:
memory = np.zeros((0, 0))
else:
[x.memories.extend([0] * (memory_size - len(x.memories))) for x in agent_info_list]
memory = np.array([list(x.memories) for x in agent_info_list])
total_num_actions = sum(brain_params.vector_action_space_size)
mask_actions = np.ones((len(agent_info_list), total_num_actions))
for agent_index, agent_info in enumerate(agent_info_list):
if agent_info.action_mask is not None:
if len(agent_info.action_mask) == total_num_actions:
mask_actions[agent_index, :] = [
0 if agent_info.action_mask[k] else 1 for k in range(total_num_actions)]
if any([np.isnan(x.reward) for x in agent_info_list]):
logger.warning("An agent had a NaN reward for brain " + brain_params.brain_name)
if any([np.isnan(x.stacked_vector_observation).any() for x in agent_info_list]):
logger.warning("An agent had a NaN observation for brain " + brain_params.brain_name)
if len(agent_info_list) == 0:
vector_obs = np.zeros(
(0, brain_params.vector_observation_space_size * brain_params.num_stacked_vector_observations)
)
else:
vector_obs = np.nan_to_num(
np.array([x.stacked_vector_observation for x in agent_info_list])
)
brain_info = BrainInfo(
visual_observation=vis_obs,
vector_observation=vector_obs,
text_observations=[x.text_observation for x in agent_info_list],
memory=memory,
reward=[x.reward if not np.isnan(x.reward) else 0 for x in agent_info_list],
agents=[x.id for x in agent_info_list],
local_done=[x.done for x in agent_info_list],
vector_action=np.array([x.stored_vector_actions for x in agent_info_list]),
text_action=[list(x.stored_text_actions) for x in agent_info_list],
max_reached=[x.max_step_reached for x in agent_info_list],
custom_observations=[x.custom_observation for x in agent_info_list],
action_mask=mask_actions
)
return brain_info
|
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] |
Converts list of agent infos to BrainInfo.
|
[
"Converts",
"list",
"of",
"agent",
"infos",
"to",
"BrainInfo",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/brain.py#L85-L138
|
train
|
Converts list of agent infos to BrainInfo.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(51) + chr(0b10011 + 0o35), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\064' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(49) + '\x37' + chr(0b10110 + 0o40), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1283 - 1231) + '\065', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(53) + chr(0b110111), 41171 - 41163), ehT0Px3KOsy9(chr(1462 - 1414) + chr(0b1101111) + chr(51) + chr(786 - 737), ord("\x08")), ehT0Px3KOsy9(chr(183 - 135) + chr(9599 - 9488) + '\063' + chr(465 - 413) + '\060', 19924 - 19916), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(54) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1718 - 1667) + chr(0b110011) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1100100 + 0o13) + '\062' + '\060', 41213 - 41205), ehT0Px3KOsy9(chr(0b110000) + chr(12089 - 11978) + '\061' + '\x31' + chr(1347 - 1292), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(0b10101 + 0o36) + chr(0b10011 + 0o44) + chr(0b10010 + 0o42), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(1477 - 1425) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1989 - 1941) + chr(0b111010 + 0o65) + chr(0b110001) + chr(54) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(10551 - 10440) + chr(0b110001) + '\x31' + '\x31', 0b1000), ehT0Px3KOsy9(chr(470 - 422) + chr(111) + '\x31' + chr(0b1101 + 0o46) + chr(776 - 724), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110110) + chr(1839 - 1784), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1753 - 1703) + chr(48) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100000 + 0o21) + chr(48) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\067' + '\063', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(1678 - 1567) + chr(0b10101 + 0o34) + chr(0b110110) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x36' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110110) + '\x31', 60516 - 60508), ehT0Px3KOsy9('\x30' + '\157' + chr(530 - 479) + '\x32' + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + '\062' + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b101100 + 0o103) + chr(50) + '\x31' + chr(48), 28963 - 28955), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(962 - 911) + chr(1377 - 1327) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(7794 - 7683) + chr(831 - 782) + '\060' + chr(1625 - 1575), 8), ehT0Px3KOsy9(chr(2239 - 2191) + chr(0b1101111) + chr(0b10010 + 0o37) + chr(0b110000) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1034 - 986) + chr(0b1101111) + chr(50) + chr(0b110101) + chr(0b10 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4251 - 4140) + '\063' + chr(0b101 + 0o62) + chr(0b110000), 27662 - 27654), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(442 - 387) + chr(256 - 204), 0o10), ehT0Px3KOsy9(chr(2166 - 2118) + '\x6f' + chr(0b110011) + chr(0b101111 + 0o1) + chr(55), 19688 - 19680), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x34' + chr(0b1000 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b110101) + '\x32', 19510 - 19502), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + chr(371 - 322) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + '\063' + chr(269 - 221) + chr(1312 - 1257), 8), ehT0Px3KOsy9(chr(2169 - 2121) + chr(0b1101111) + chr(2231 - 2182) + chr(0b100011 + 0o23) + chr(2245 - 2190), 8), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(662 - 613) + chr(0b110100) + chr(697 - 646), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011111 + 0o20) + chr(0b101000 + 0o12) + '\x31' + chr(0b110011), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(0b100101 + 0o20) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6'), chr(100) + '\145' + chr(0b1100011) + '\157' + chr(5549 - 5449) + chr(0b100010 + 0o103))('\165' + '\164' + chr(8821 - 8719) + chr(45) + chr(944 - 888)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def nL7LXsNiUAWc(UZeyKHMSd3dc, wu2fAHtFwk7i):
Czxuc0rlazem = []
for WVxHKyX45z_L in vQr8gNKaIaWE(xafqLlk3kkUe(wu2fAHtFwk7i, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6\x15\x13GJk\xbf\x84\xb4c:\x9d\x88/&>\xc4\xe60M\x16\xc1\x18\xb9~\xfb'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + '\x64' + chr(0b111000 + 0o55))(chr(117) + chr(9324 - 9208) + chr(0b1100000 + 0o6) + chr(1221 - 1176) + chr(2462 - 2406)))):
HUAx0lWcwxPP = [nK0bSWnkqoFP.process_pixels(OeWW0F1dBPRQ.visual_observations[WVxHKyX45z_L], wu2fAHtFwk7i.camera_resolutions[WVxHKyX45z_L][xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x0c\x1fFDX\x8e\x96\x8ax&\x88\x81'), chr(2747 - 2647) + '\145' + chr(99) + chr(111) + chr(9613 - 9513) + chr(5624 - 5523))(chr(0b1110101) + chr(4288 - 4172) + chr(8813 - 8711) + chr(45) + chr(1388 - 1332))]) for OeWW0F1dBPRQ in UZeyKHMSd3dc]
Czxuc0rlazem += [HUAx0lWcwxPP]
if c2A0yzQpDQB3(UZeyKHMSd3dc) == ehT0Px3KOsy9(chr(1720 - 1672) + '\x6f' + chr(0b110000 + 0o0), 0o10):
jaH8KfMZv9Nv = ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(48), 8)
else:
jaH8KfMZv9Nv = tsdjvlgh9gDP([c2A0yzQpDQB3(OeWW0F1dBPRQ.TIomD9KL0hBZ) for OeWW0F1dBPRQ in UZeyKHMSd3dc])
if jaH8KfMZv9Nv == ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\x30', 8):
KcR7WgfLppqF = WqUC3KWvYVup.zeros((ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 8), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + '\060', 8)))
else:
[xafqLlk3kkUe(OeWW0F1dBPRQ.memories, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\x18\n@A}'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b101000 + 0o115) + chr(0b1110100) + '\x66' + chr(45) + chr(2493 - 2437)))([ehT0Px3KOsy9(chr(48) + chr(0b100101 + 0o112) + chr(312 - 264), 8)] * (jaH8KfMZv9Nv - c2A0yzQpDQB3(xafqLlk3kkUe(OeWW0F1dBPRQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c)\x11Hk \xab\xbe\xedx\r\xa6'), chr(1485 - 1385) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100101))(chr(2490 - 2373) + chr(0b101010 + 0o112) + chr(102) + '\x2d' + chr(756 - 700)))))) for OeWW0F1dBPRQ in UZeyKHMSd3dc]
KcR7WgfLppqF = WqUC3KWvYVup.B0ePDhpqxN5n([YyaZ4tpXu4lf(OeWW0F1dBPRQ.TIomD9KL0hBZ) for OeWW0F1dBPRQ in UZeyKHMSd3dc])
_zuuhZngt3DY = xkxBmo49x2An(wu2fAHtFwk7i.vector_action_space_size)
DrX6CvhIT5LL = WqUC3KWvYVup.ones((c2A0yzQpDQB3(UZeyKHMSd3dc), _zuuhZngt3DY))
for (l5J9TsmW3xue, jWlhGR2J2HGS) in YlkZvXL8qwsX(UZeyKHMSd3dc):
if xafqLlk3kkUe(jWlhGR2J2HGS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\x03\nL@w\xbf\x9f\xbcc$'), chr(100) + '\x65' + '\x63' + chr(111) + chr(5687 - 5587) + '\145')(chr(117) + '\164' + chr(3346 - 3244) + chr(45) + '\070')) is not None:
if c2A0yzQpDQB3(xafqLlk3kkUe(jWlhGR2J2HGS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\x03\nL@w\xbf\x9f\xbcc$'), chr(0b1100100) + '\x65' + chr(0b11000 + 0o113) + '\157' + chr(4086 - 3986) + chr(101))(chr(2105 - 1988) + '\x74' + '\146' + chr(935 - 890) + chr(56)))) == _zuuhZngt3DY:
DrX6CvhIT5LL[l5J9TsmW3xue, :] = [ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101001 + 0o7), 8) if jWlhGR2J2HGS.action_mask[OolUPRJhRaJd] else ehT0Px3KOsy9(chr(48) + chr(111) + chr(1030 - 981), ord("\x08")) for OolUPRJhRaJd in vQr8gNKaIaWE(_zuuhZngt3DY)]
if UVSi4XW7eBIM([xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\x13\x10DA'), chr(100) + '\x65' + chr(99) + chr(0b111001 + 0o66) + chr(0b1100100) + '\145')('\165' + chr(7441 - 7325) + chr(102) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(OeWW0F1dBPRQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\x05\tD]}'), '\144' + '\x65' + '\143' + chr(8118 - 8007) + chr(0b1100100) + chr(3626 - 3525))(chr(1297 - 1180) + '\x74' + chr(0b1100110) + chr(0b11010 + 0o23) + chr(56)))) for OeWW0F1dBPRQ in UZeyKHMSd3dc]):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\x01\x0cKFw\x87'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(9726 - 9626) + chr(0b1100101))(chr(6158 - 6041) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b100110 + 0o22)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x0e^DH|\x8e\x86\xfdx.\x98\xc4\x11i\x12\xd6\xcdbI\x12\xc2\x10\xa4t\xa8\xb7-7\x8f\x9aN\xa6\xc9D*'), chr(0b0 + 0o144) + '\x65' + '\x63' + '\157' + '\144' + '\145')('\x75' + chr(0b11000 + 0o134) + '\x66' + chr(543 - 498) + chr(0b111000)) + xafqLlk3kkUe(wu2fAHtFwk7i, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x12\x1fLAF\x8e\x93\xb0u'), chr(6976 - 6876) + '\145' + '\x63' + chr(0b1100011 + 0o14) + '\x64' + '\x65')(chr(117) + chr(116) + '\x66' + chr(45) + '\070')))
if UVSi4XW7eBIM([xafqLlk3kkUe(WqUC3KWvYVup.isnan(OeWW0F1dBPRQ.stacked_vector_observation), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d6-L\x1bA\xb7\xc5\xb8R\x06\xb1'), '\144' + chr(0b11011 + 0o112) + chr(0b1100011) + '\x6f' + '\144' + '\x65')('\x75' + chr(9726 - 9610) + chr(102) + chr(0b101101) + chr(0b0 + 0o70)))() for OeWW0F1dBPRQ in UZeyKHMSd3dc]):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\x01\x0cKFw\x87'), chr(2322 - 2222) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + '\x65')('\x75' + '\x74' + '\x66' + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x0e^DH|\x8e\x86\xfdx.\x98\xc4\x11i\x12\xd6\xcdbT\x15\xc6\x14\xa4f\xe9\xa5+*\xc1\xd8Z\xa8\xd2\nh\xb5\x16\n\xe5\xf8'), chr(7827 - 7727) + chr(0b1100101) + '\x63' + chr(10511 - 10400) + chr(100) + chr(0b1100101))('\x75' + '\164' + chr(0b1010010 + 0o24) + chr(691 - 646) + '\x38') + xafqLlk3kkUe(wu2fAHtFwk7i, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x12\x1fLAF\x8e\x93\xb0u'), chr(0b110101 + 0o57) + chr(101) + chr(99) + chr(111) + '\144' + '\145')('\165' + chr(116) + '\146' + chr(837 - 792) + '\x38')))
if c2A0yzQpDQB3(UZeyKHMSd3dc) == ehT0Px3KOsy9('\x30' + chr(111) + chr(923 - 875), 8):
zkBGzaYInetN = WqUC3KWvYVup.zeros((ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x30', 8), wu2fAHtFwk7i.vector_observation_space_size * wu2fAHtFwk7i.num_stacked_vector_observations))
else:
zkBGzaYInetN = WqUC3KWvYVup.nan_to_num(WqUC3KWvYVup.B0ePDhpqxN5n([OeWW0F1dBPRQ.stacked_vector_observation for OeWW0F1dBPRQ in UZeyKHMSd3dc]))
MmOEIGS8mBJn = nK0bSWnkqoFP(visual_observation=Czxuc0rlazem, vector_observation=zkBGzaYInetN, text_observations=[OeWW0F1dBPRQ.text_observation for OeWW0F1dBPRQ in UZeyKHMSd3dc], memory=KcR7WgfLppqF, reward=[OeWW0F1dBPRQ.reward if not WqUC3KWvYVup.isnan(OeWW0F1dBPRQ.reward) else ehT0Px3KOsy9('\060' + '\x6f' + chr(48), 8) for OeWW0F1dBPRQ in UZeyKHMSd3dc], agents=[OeWW0F1dBPRQ.z8EhBlYI2Bx4 for OeWW0F1dBPRQ in UZeyKHMSd3dc], local_done=[OeWW0F1dBPRQ.done for OeWW0F1dBPRQ in UZeyKHMSd3dc], vector_action=WqUC3KWvYVup.B0ePDhpqxN5n([OeWW0F1dBPRQ.stored_vector_actions for OeWW0F1dBPRQ in UZeyKHMSd3dc]), text_action=[YyaZ4tpXu4lf(OeWW0F1dBPRQ.stored_text_actions) for OeWW0F1dBPRQ in UZeyKHMSd3dc], max_reached=[OeWW0F1dBPRQ.max_step_reached for OeWW0F1dBPRQ in UZeyKHMSd3dc], custom_observations=[OeWW0F1dBPRQ.custom_observation for OeWW0F1dBPRQ in UZeyKHMSd3dc], action_mask=DrX6CvhIT5LL)
return MmOEIGS8mBJn
|
Unity-Technologies/ml-agents
|
ml-agents-envs/mlagents/envs/brain.py
|
BrainParameters.from_proto
|
def from_proto(brain_param_proto):
"""
Converts brain parameter proto to BrainParameter object.
:param brain_param_proto: protobuf object.
:return: BrainParameter object.
"""
resolution = [{
"height": x.height,
"width": x.width,
"blackAndWhite": x.gray_scale
} for x in brain_param_proto.camera_resolutions]
brain_params = BrainParameters(brain_param_proto.brain_name,
brain_param_proto.vector_observation_size,
brain_param_proto.num_stacked_vector_observations,
resolution,
list(brain_param_proto.vector_action_size),
list(brain_param_proto.vector_action_descriptions),
brain_param_proto.vector_action_space_type)
return brain_params
|
python
|
def from_proto(brain_param_proto):
"""
Converts brain parameter proto to BrainParameter object.
:param brain_param_proto: protobuf object.
:return: BrainParameter object.
"""
resolution = [{
"height": x.height,
"width": x.width,
"blackAndWhite": x.gray_scale
} for x in brain_param_proto.camera_resolutions]
brain_params = BrainParameters(brain_param_proto.brain_name,
brain_param_proto.vector_observation_size,
brain_param_proto.num_stacked_vector_observations,
resolution,
list(brain_param_proto.vector_action_size),
list(brain_param_proto.vector_action_descriptions),
brain_param_proto.vector_action_space_type)
return brain_params
|
[
"def",
"from_proto",
"(",
"brain_param_proto",
")",
":",
"resolution",
"=",
"[",
"{",
"\"height\"",
":",
"x",
".",
"height",
",",
"\"width\"",
":",
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",",
"brain_param_proto",
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",",
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",",
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")",
",",
"brain_param_proto",
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"vector_action_space_type",
")",
"return",
"brain_params"
] |
Converts brain parameter proto to BrainParameter object.
:param brain_param_proto: protobuf object.
:return: BrainParameter object.
|
[
"Converts",
"brain",
"parameter",
"proto",
"to",
"BrainParameter",
"object",
".",
":",
"param",
"brain_param_proto",
":",
"protobuf",
"object",
".",
":",
"return",
":",
"BrainParameter",
"object",
"."
] |
37d139af636e4a2351751fbf0f2fca5a9ed7457f
|
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents-envs/mlagents/envs/brain.py#L206-L224
|
train
|
Converts a protobuf BrainParameter object to a BrainParameter object.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(296 - 248) + chr(0b1101111) + chr(2186 - 2137) + chr(0b110010) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b10101 + 0o33) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + '\062' + '\x30' + chr(54), 12902 - 12894), ehT0Px3KOsy9(chr(93 - 45) + chr(0b110110 + 0o71) + chr(0b101000 + 0o12) + chr(52) + chr(1025 - 971), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + '\061' + chr(1151 - 1098) + chr(49), 0o10), ehT0Px3KOsy9(chr(1064 - 1016) + chr(0b1101111) + chr(0b110011) + chr(54) + '\067', 29918 - 29910), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + '\x36' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + chr(2162 - 2111), 0o10), ehT0Px3KOsy9(chr(48) + chr(9418 - 9307) + chr(726 - 676) + chr(0b1100 + 0o52) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + chr(0b11101 + 0o26) + chr(0b100011 + 0o15) + chr(0b101111 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1011000 + 0o27) + chr(0b10001 + 0o42) + chr(0b110111 + 0o0) + chr(0b110110), 28087 - 28079), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b1101 + 0o46), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\065' + chr(0b1101 + 0o51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(12219 - 12108) + chr(0b101010 + 0o7) + chr(0b110011) + chr(0b110001), 49464 - 49456), ehT0Px3KOsy9(chr(674 - 626) + chr(111) + chr(0b10100 + 0o37) + chr(0b110111) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(6546 - 6435) + '\x31' + '\067' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2482 - 2432) + chr(0b10110 + 0o40) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11639 - 11528) + chr(51) + chr(49) + chr(0b110111), 36973 - 36965), ehT0Px3KOsy9(chr(1027 - 979) + '\157' + '\x33' + chr(0b110110) + chr(199 - 146), 56698 - 56690), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(1796 - 1746) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(722 - 674) + chr(111) + chr(0b110010) + chr(1179 - 1131) + '\x36', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\062' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(52) + chr(1132 - 1082), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1329 - 1280) + chr(0b110110 + 0o1) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8867 - 8756) + chr(51) + chr(0b110000) + chr(0b101110 + 0o3), 41094 - 41086), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(49) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110110) + chr(0b110011 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(8446 - 8335) + chr(0b1111 + 0o42) + chr(51) + chr(2145 - 2094), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110110) + '\065', 8), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + chr(2476 - 2424) + chr(0b110001), 2207 - 2199), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(55) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11 + 0o57) + chr(0b101100 + 0o7) + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1694 - 1644) + '\x36' + chr(0b110101), 8), ehT0Px3KOsy9(chr(1202 - 1154) + chr(0b1101111) + '\061' + chr(543 - 494) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + '\061' + chr(54) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11526 - 11415) + '\x33' + chr(0b110010) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(0b10010 + 0o37) + '\x35' + chr(0b101100 + 0o5), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(48) + chr(0b110000), 22096 - 22088), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000000 + 0o57) + '\x35' + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b110011) + '\061' + chr(0b110110), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100010 + 0o23) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'|'), chr(4515 - 4415) + chr(101) + '\143' + '\x6f' + '\144' + '\145')('\165' + '\164' + chr(0b1100110) + '\x2d' + chr(0b1101 + 0o53)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YpHUTm4RGFfy(_eJ7yajXOihK):
vQq68JWr7shG = [{xafqLlk3kkUe(SXOLrMavuUCe(b':\xa6\xef\xc1\x01\x83'), chr(0b100111 + 0o75) + chr(0b1100101) + chr(4334 - 4235) + chr(111) + chr(100) + '\x65')(chr(0b11001 + 0o134) + chr(116) + '\x66' + chr(0b11001 + 0o24) + '\x38'): OeWW0F1dBPRQ.ehbUULKuygfC, xafqLlk3kkUe(SXOLrMavuUCe(b'%\xaa\xe2\xd2\x01'), chr(100) + chr(101) + '\143' + chr(8906 - 8795) + chr(0b101 + 0o137) + chr(0b1100101))(chr(270 - 153) + '\x74' + chr(10187 - 10085) + '\x2d' + chr(0b110 + 0o62)): OeWW0F1dBPRQ.mPx09rBTrGXR, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xaf\xe7\xc5\x02\xb6Xg\xe0\xa8\x97g\x0b'), chr(0b1100100) + chr(173 - 72) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1100101))('\165' + chr(116) + chr(0b1100101 + 0o1) + chr(45) + chr(0b111000)): OeWW0F1dBPRQ.gray_scale} for OeWW0F1dBPRQ in _eJ7yajXOihK.camera_resolutions]
wu2fAHtFwk7i = rwmY5f7nNtpS(_eJ7yajXOihK.brain_name, _eJ7yajXOihK.vector_observation_size, _eJ7yajXOihK.num_stacked_vector_observations, vQq68JWr7shG, YyaZ4tpXu4lf(_eJ7yajXOihK.vector_action_size), YyaZ4tpXu4lf(_eJ7yajXOihK.vector_action_descriptions), _eJ7yajXOihK.vector_action_space_type)
return wu2fAHtFwk7i
|
apache/incubator-superset
|
superset/views/dashboard.py
|
Dashboard.new
|
def new(self):
"""Creates a new, blank dashboard and redirects to it in edit mode"""
new_dashboard = models.Dashboard(
dashboard_title='[ untitled dashboard ]',
owners=[g.user],
)
db.session.add(new_dashboard)
db.session.commit()
return redirect(f'/superset/dashboard/{new_dashboard.id}/?edit=true')
|
python
|
def new(self):
"""Creates a new, blank dashboard and redirects to it in edit mode"""
new_dashboard = models.Dashboard(
dashboard_title='[ untitled dashboard ]',
owners=[g.user],
)
db.session.add(new_dashboard)
db.session.commit()
return redirect(f'/superset/dashboard/{new_dashboard.id}/?edit=true')
|
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"redirect",
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"f'/superset/dashboard/{new_dashboard.id}/?edit=true'",
")"
] |
Creates a new, blank dashboard and redirects to it in edit mode
|
[
"Creates",
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"new",
"blank",
"dashboard",
"and",
"redirects",
"to",
"it",
"in",
"edit",
"mode"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/views/dashboard.py#L32-L40
|
train
|
Creates a new blank dashboard and redirects to it in edit mode
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(940 - 829) + '\x32' + chr(969 - 915) + chr(0b11110 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(919 - 869) + chr(50) + chr(0b110000), 55102 - 55094), ehT0Px3KOsy9('\x30' + chr(3710 - 3599) + chr(0b101110 + 0o5) + chr(0b110101) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x34' + chr(0b10000 + 0o42), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b111 + 0o53) + '\062' + chr(55), 24366 - 24358), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(52) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(491 - 441) + chr(55) + chr(51), 9326 - 9318), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(50) + chr(588 - 539) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1100 + 0o45) + chr(0b110010) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(11962 - 11851) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(0b110000 + 0o7) + chr(0b10111 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(166 - 117) + chr(1223 - 1172) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + chr(187 - 137) + chr(2297 - 2242) + chr(0b110011 + 0o2), 0b1000), ehT0Px3KOsy9(chr(1270 - 1222) + chr(111) + chr(0b1001 + 0o50) + chr(0b101110 + 0o11) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1100 + 0o143) + chr(0b10110 + 0o34) + '\066' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b1111 + 0o42) + chr(0b110000), 10331 - 10323), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(981 - 932) + chr(0b110100) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\065' + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\061' + chr(1685 - 1637), 33061 - 33053), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(1106 - 1058), 47604 - 47596), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34', 60144 - 60136), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(0b1011 + 0o51) + chr(0b11000 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1011 + 0o47) + chr(0b11 + 0o64) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(2236 - 2188) + '\x6f' + chr(774 - 725) + chr(489 - 436) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(1613 - 1558) + chr(149 - 99), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(0b110000 + 0o1) + chr(0b110111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(54) + '\x35', 56540 - 56532), ehT0Px3KOsy9(chr(0b110000) + chr(6854 - 6743) + '\063' + chr(2884 - 2829) + '\067', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + '\x33' + chr(1340 - 1285) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b111 + 0o53) + chr(53) + '\067', 55176 - 55168), ehT0Px3KOsy9(chr(722 - 674) + '\157' + '\x31' + '\x32' + chr(0b110101), 22946 - 22938), ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\x35' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1011111 + 0o20) + chr(50) + chr(0b110010) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101110 + 0o101) + chr(0b110000 + 0o1) + '\x30' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b10110 + 0o131) + chr(50) + '\x34' + chr(0b100 + 0o56), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x35' + chr(0b101 + 0o54), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(50) + chr(0b110100) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b110100) + chr(54), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10111 + 0o32) + chr(2505 - 2451) + '\061', 22775 - 22767)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b101110 + 0o7) + chr(0b10100 + 0o34), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a'), chr(0b1100100) + chr(101) + '\143' + chr(0b110110 + 0o71) + chr(0b1100100) + '\145')('\x75' + chr(9616 - 9500) + '\x66' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kkGP3fOlEJ8h(oVre8I6UXc3b):
kgjEOeaStiLe = wmo1XKbHVO0m.Dashboard(dashboard_title=xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\xb0\x99L\xe3\x8f\xcf\xe43e\x1e=\xdc\x0e\xdd\xaa\n\xcb:|${'), '\x64' + '\x65' + chr(99) + chr(0b1000001 + 0o56) + chr(100) + '\x65')(chr(0b1010000 + 0o45) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b111000)), owners=[RWHpzFEeviFP.user])
xafqLlk3kkUe(fXTenaqZmXyd.session, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\xf4\x88'), '\x64' + '\x65' + '\x63' + chr(111) + chr(2515 - 2415) + chr(0b1001 + 0o134))(chr(0b111000 + 0o75) + chr(116) + '\x66' + chr(45) + chr(0b101001 + 0o17)))(kgjEOeaStiLe)
xafqLlk3kkUe(fXTenaqZmXyd.session, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7\xff\x81O\xfe\x92'), '\x64' + chr(0b1010100 + 0o21) + chr(0b10000 + 0o123) + '\157' + '\144' + chr(0b101000 + 0o75))('\x75' + '\164' + '\x66' + chr(45) + chr(56)))()
return IDCAARnYWYvG(f"/superset/dashboard/{xafqLlk3kkUe(kgjEOeaStiLe, chr(0b1111010) + chr(0b0 + 0o70) + chr(69) + chr(5824 - 5720) + chr(411 - 345) + chr(0b1100101 + 0o7) + chr(0b1011001) + chr(0b1001001) + chr(1868 - 1818) + chr(0b1000010) + chr(0b1001010 + 0o56) + chr(1175 - 1123))}/?edit=true")
|
apache/incubator-superset
|
superset/views/tags.py
|
TagView.get
|
def get(self, object_type, object_id):
"""List all tags a given object has."""
if object_id == 0:
return json_success(json.dumps([]))
query = db.session.query(TaggedObject).filter(and_(
TaggedObject.object_type == object_type,
TaggedObject.object_id == object_id))
tags = [{'id': obj.tag.id, 'name': obj.tag.name} for obj in query]
return json_success(json.dumps(tags))
|
python
|
def get(self, object_type, object_id):
"""List all tags a given object has."""
if object_id == 0:
return json_success(json.dumps([]))
query = db.session.query(TaggedObject).filter(and_(
TaggedObject.object_type == object_type,
TaggedObject.object_id == object_id))
tags = [{'id': obj.tag.id, 'name': obj.tag.name} for obj in query]
return json_success(json.dumps(tags))
|
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"(",
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")",
")"
] |
List all tags a given object has.
|
[
"List",
"all",
"tags",
"a",
"given",
"object",
"has",
"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/views/tags.py#L78-L87
|
train
|
List all tags a given object has.
|
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) + '\x6f' + '\063' + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(50) + chr(1650 - 1602), 0o10), ehT0Px3KOsy9('\x30' + chr(8975 - 8864) + chr(0b110111) + chr(0b101000 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x37' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x33' + '\x35', 41897 - 41889), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b101100 + 0o5) + '\065' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100010 + 0o21) + chr(50) + chr(1129 - 1078), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(11370 - 11259) + chr(0b1110 + 0o51) + '\064', 35515 - 35507), ehT0Px3KOsy9(chr(442 - 394) + '\x6f' + '\063' + chr(0b100 + 0o57) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9429 - 9318) + chr(1208 - 1159) + '\x35' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9076 - 8965) + '\063' + chr(50) + '\061', 19862 - 19854), ehT0Px3KOsy9(chr(2221 - 2173) + chr(111) + '\062' + chr(0b110000), 37187 - 37179), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\x34' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(110 - 62) + chr(0b1101111) + chr(0b110011) + chr(1713 - 1664) + chr(0b101100 + 0o4), 18179 - 18171), ehT0Px3KOsy9(chr(1924 - 1876) + chr(0b1101111) + chr(2582 - 2528) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1011111 + 0o20) + chr(50) + '\x36' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(1557 - 1446) + chr(65 - 16) + '\x34' + chr(1549 - 1498), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(180 - 128) + chr(0b110000), 38800 - 38792), ehT0Px3KOsy9('\060' + chr(7766 - 7655) + chr(50) + chr(0b110100) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b11110 + 0o121) + '\061' + '\x31' + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + chr(51) + chr(1019 - 971), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\067' + chr(0b101010 + 0o10), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(0b11110 + 0o24) + '\062' + chr(2122 - 2074), 0o10), ehT0Px3KOsy9(chr(1514 - 1466) + chr(0b1101111) + chr(225 - 174) + '\x31' + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b110101) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(763 - 714) + chr(1159 - 1107) + '\x35', 58553 - 58545), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1100001 + 0o16) + chr(50) + '\x31' + chr(0b110000 + 0o0), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11207 - 11096) + chr(49) + chr(55) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o35) + '\x35' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x37' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(55) + chr(604 - 556), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(0b100111 + 0o12) + chr(669 - 617) + chr(151 - 96), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + chr(0b110001) + chr(0b110000) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(7156 - 7045) + chr(0b101001 + 0o12) + chr(0b110101) + '\x36', 20271 - 20263), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\062' + chr(0b10000 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + '\063' + '\065' + '\066', 8), ehT0Px3KOsy9('\060' + chr(0b111001 + 0o66) + chr(0b110101) + '\x34', 8), ehT0Px3KOsy9(chr(1256 - 1208) + chr(10066 - 9955) + chr(51) + chr(50) + '\061', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11100 + 0o31) + chr(993 - 945), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xca'), chr(0b1000110 + 0o36) + chr(0b1100101) + '\143' + chr(0b101101 + 0o102) + chr(8245 - 8145) + chr(101))(chr(6506 - 6389) + '\x74' + '\146' + '\055' + chr(0b10111 + 0o41)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Q8b5UytA0vqH(oVre8I6UXc3b, xuYoEvLTHW_u, HTn3JlC1RoCF):
if HTn3JlC1RoCF == ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000), ord("\x08")):
return AcNeTKvW0KNJ(xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\xa5T\x08U'), chr(0b100101 + 0o77) + chr(0b1100101) + chr(0b1100000 + 0o3) + chr(111) + chr(751 - 651) + chr(0b1000100 + 0o41))('\165' + chr(0b100000 + 0o124) + chr(4412 - 4310) + chr(0b10010 + 0o33) + chr(1222 - 1166)))([]))
MgmdEYXEleNe = fXTenaqZmXyd.session.query(p5YiZsac3lr2).hi1V0ySZcNds(pd9WwxH0g17S(p5YiZsac3lr2.object_type == xuYoEvLTHW_u, p5YiZsac3lr2.object_id == HTn3JlC1RoCF))
MRGa81KE7QCh = [{xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\xb4'), '\144' + '\145' + '\x63' + chr(111) + chr(6135 - 6035) + '\x65')('\x75' + chr(3052 - 2936) + '\146' + '\x2d' + chr(978 - 922)): mDuDykdz0pcm.tag.z8EhBlYI2Bx4, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\xb1T\x1d'), chr(100) + chr(0b1100101) + chr(1320 - 1221) + '\157' + chr(0b10000 + 0o124) + '\x65')(chr(0b11001 + 0o134) + chr(11276 - 11160) + chr(7893 - 7791) + chr(45) + chr(56)): mDuDykdz0pcm.tag.AIvJRzLdDfgF} for mDuDykdz0pcm in MgmdEYXEleNe]
return AcNeTKvW0KNJ(xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\xa5T\x08U'), chr(7349 - 7249) + chr(0b1100101) + '\x63' + chr(111) + '\144' + chr(101))(chr(2808 - 2691) + chr(0b1110100) + '\x66' + chr(884 - 839) + chr(0b111000)))(MRGa81KE7QCh))
|
apache/incubator-superset
|
superset/views/tags.py
|
TagView.post
|
def post(self, object_type, object_id):
"""Add new tags to an object."""
if object_id == 0:
return Response(status=404)
tagged_objects = []
for name in request.get_json(force=True):
if ':' in name:
type_name = name.split(':', 1)[0]
type_ = TagTypes[type_name]
else:
type_ = TagTypes.custom
tag = db.session.query(Tag).filter_by(name=name, type=type_).first()
if not tag:
tag = Tag(name=name, type=type_)
tagged_objects.append(
TaggedObject(
object_id=object_id,
object_type=object_type,
tag=tag,
),
)
db.session.add_all(tagged_objects)
db.session.commit()
return Response(status=201)
|
python
|
def post(self, object_type, object_id):
"""Add new tags to an object."""
if object_id == 0:
return Response(status=404)
tagged_objects = []
for name in request.get_json(force=True):
if ':' in name:
type_name = name.split(':', 1)[0]
type_ = TagTypes[type_name]
else:
type_ = TagTypes.custom
tag = db.session.query(Tag).filter_by(name=name, type=type_).first()
if not tag:
tag = Tag(name=name, type=type_)
tagged_objects.append(
TaggedObject(
object_id=object_id,
object_type=object_type,
tag=tag,
),
)
db.session.add_all(tagged_objects)
db.session.commit()
return Response(status=201)
|
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] |
Add new tags to an object.
|
[
"Add",
"new",
"tags",
"to",
"an",
"object",
"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/views/tags.py#L91-L119
|
train
|
Add new tags to an 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('\x30' + '\x6f' + chr(0b110001) + chr(0b110100) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x30' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(548 - 497) + chr(0b110111) + chr(51), 57956 - 57948), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b100010 + 0o20) + chr(0b110101), 54608 - 54600), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2161 - 2110) + chr(1009 - 956) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b100111 + 0o110) + '\063' + chr(2385 - 2335) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(2023 - 1975) + chr(2926 - 2815) + '\062' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1058 - 1010) + chr(0b11111 + 0o120) + chr(54), 9334 - 9326), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101011 + 0o7) + chr(0b110001 + 0o3) + chr(0b1110 + 0o42), 32973 - 32965), ehT0Px3KOsy9('\x30' + chr(2329 - 2218) + chr(0b1100 + 0o47) + chr(55) + chr(0b1 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b110011) + '\066' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(634 - 584) + chr(51) + chr(0b10110 + 0o35), 0b1000), ehT0Px3KOsy9('\060' + chr(4531 - 4420) + chr(49) + '\066' + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(2478 - 2428) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\061' + chr(0b11001 + 0o32), 0b1000), ehT0Px3KOsy9(chr(1258 - 1210) + '\x6f' + chr(0b110010) + chr(50) + '\063', 45822 - 45814), ehT0Px3KOsy9(chr(618 - 570) + '\157' + '\x31' + chr(0b110111) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110000) + chr(1321 - 1269), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(969 - 914) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(11797 - 11686) + chr(54) + chr(0b110111), 34348 - 34340), ehT0Px3KOsy9(chr(2064 - 2016) + '\157' + chr(0b100011 + 0o17) + chr(0b110001 + 0o3) + '\x30', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101100 + 0o7) + '\x34' + '\x35', 0b1000), ehT0Px3KOsy9(chr(868 - 820) + chr(111) + '\x31' + chr(48) + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110100) + '\x32', 28937 - 28929), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b111111 + 0o60) + '\x31' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110000) + '\066', 19748 - 19740), ehT0Px3KOsy9(chr(2156 - 2108) + chr(816 - 705) + chr(95 - 46) + '\x32' + chr(1263 - 1213), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b111011 + 0o64) + chr(0b100101 + 0o15) + '\x30' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x30' + chr(0b110111), 53003 - 52995), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b1011 + 0o47) + chr(0b10101 + 0o33), 8), ehT0Px3KOsy9('\060' + chr(3821 - 3710) + '\x31' + chr(0b1100 + 0o52) + chr(1727 - 1676), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\x37', 0b1000), ehT0Px3KOsy9(chr(2070 - 2022) + chr(0b1101111 + 0o0) + chr(50) + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1248 - 1200) + '\x6f' + chr(339 - 288) + chr(0b0 + 0o67) + '\x33', 8), ehT0Px3KOsy9(chr(1507 - 1459) + '\x6f' + chr(247 - 198) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\x31' + '\062' + '\064', 8), ehT0Px3KOsy9('\x30' + chr(2331 - 2220) + chr(1495 - 1446) + '\061' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(2190 - 2142) + chr(111) + chr(49) + chr(0b111 + 0o53) + '\x36', 20890 - 20882)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2340 - 2287) + chr(0b101101 + 0o3), 41632 - 41624)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'H'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1000010 + 0o62) + chr(0b1100110) + chr(0b101001 + 0o4) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def h3AXonO0BtP6(oVre8I6UXc3b, xuYoEvLTHW_u, HTn3JlC1RoCF):
if HTn3JlC1RoCF == ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + '\x30', ord("\x08")):
return j091MypGvaM2(status=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110110) + '\062' + chr(52), 39901 - 39893))
ouYqwMeDrEKy = []
for AIvJRzLdDfgF in xafqLlk3kkUe(r9Xp41HGNpwj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01l\xf4\xa4?\x9a\xb9~'), chr(4901 - 4801) + '\145' + '\143' + chr(3907 - 3796) + chr(3668 - 3568) + chr(101))(chr(0b111110 + 0o67) + chr(0b1110100) + chr(8271 - 8169) + chr(45) + '\070'))(force=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061', 0o10)):
if xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), chr(100) + chr(0b110011 + 0o62) + '\143' + '\x6f' + '\x64' + chr(101))(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(594 - 538)) in AIvJRzLdDfgF:
SzFiEIj4hjFJ = AIvJRzLdDfgF.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), '\144' + chr(0b11101 + 0o110) + chr(4013 - 3914) + chr(0b1101111) + chr(0b10001 + 0o123) + '\145')(chr(0b1110101) + '\164' + chr(824 - 722) + chr(45) + chr(608 - 552)), ehT0Px3KOsy9('\x30' + chr(1601 - 1490) + '\x31', 8))[ehT0Px3KOsy9('\060' + chr(111) + chr(968 - 920), 8)]
wglhj4WQZuCT = HgK3kJJRD91b[SzFiEIj4hjFJ]
else:
wglhj4WQZuCT = HgK3kJJRD91b.custom
CPdEsc5O1sf7 = fXTenaqZmXyd.session.query(AKcjuLnuQWsh).filter_by(name=AIvJRzLdDfgF, type=wglhj4WQZuCT).It1LJs8swHZQ()
if not CPdEsc5O1sf7:
CPdEsc5O1sf7 = AKcjuLnuQWsh(name=AIvJRzLdDfgF, type=wglhj4WQZuCT)
xafqLlk3kkUe(ouYqwMeDrEKy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07y\xf0\x9e;\x8d'), chr(5694 - 5594) + chr(101) + chr(3523 - 3424) + chr(111) + chr(0b100110 + 0o76) + chr(0b1100101))(chr(4625 - 4508) + '\x74' + chr(0b1100110) + chr(0b1110 + 0o37) + chr(2000 - 1944)))(p5YiZsac3lr2(object_id=HTn3JlC1RoCF, object_type=xuYoEvLTHW_u, tag=CPdEsc5O1sf7))
xafqLlk3kkUe(fXTenaqZmXyd.session, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07m\xe4\xa44\x85\xba'), chr(2796 - 2696) + chr(101) + chr(0b10100 + 0o117) + chr(4171 - 4060) + '\x64' + chr(101))(chr(0b1110101) + chr(0b100110 + 0o116) + chr(102) + chr(0b11000 + 0o25) + chr(56)))(ouYqwMeDrEKy)
xafqLlk3kkUe(fXTenaqZmXyd.session, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05f\xed\x96<\x9d'), chr(5894 - 5794) + chr(101) + chr(0b1100011) + chr(6092 - 5981) + chr(3172 - 3072) + chr(0b1100101))(chr(0b10000 + 0o145) + chr(0b1110100) + chr(0b1100110) + chr(2023 - 1978) + chr(0b111000)))()
return j091MypGvaM2(status=ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\061' + chr(49), 0b1000))
|
apache/incubator-superset
|
superset/views/tags.py
|
TagView.delete
|
def delete(self, object_type, object_id):
"""Remove tags from an object."""
tag_names = request.get_json(force=True)
if not tag_names:
return Response(status=403)
db.session.query(TaggedObject).filter(and_(
TaggedObject.object_type == object_type,
TaggedObject.object_id == object_id),
TaggedObject.tag.has(Tag.name.in_(tag_names)),
).delete(synchronize_session=False)
db.session.commit()
return Response(status=204)
|
python
|
def delete(self, object_type, object_id):
"""Remove tags from an object."""
tag_names = request.get_json(force=True)
if not tag_names:
return Response(status=403)
db.session.query(TaggedObject).filter(and_(
TaggedObject.object_type == object_type,
TaggedObject.object_id == object_id),
TaggedObject.tag.has(Tag.name.in_(tag_names)),
).delete(synchronize_session=False)
db.session.commit()
return Response(status=204)
|
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")"
] |
Remove tags from an object.
|
[
"Remove",
"tags",
"from",
"an",
"object",
"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/views/tags.py#L123-L136
|
train
|
Remove tags from an 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(1637 - 1589) + chr(7412 - 7301) + chr(550 - 501) + '\066' + chr(2355 - 2306), 25772 - 25764), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + '\x32' + chr(2218 - 2170) + chr(0b101 + 0o57), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + '\x31' + chr(0b10 + 0o61) + chr(0b11010 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(49) + chr(0b1001 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o12) + '\064' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\065' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100100 + 0o16) + chr(53) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b110010) + '\066' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x30' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11 + 0o60) + chr(0b11000 + 0o30) + chr(0b10001 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + '\x31' + '\065' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(50) + chr(2314 - 2263), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(224 - 171) + chr(726 - 674), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110001) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1647 - 1599) + '\x6f' + chr(2204 - 2153) + chr(0b110001) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b110100) + '\060', 0o10), ehT0Px3KOsy9(chr(342 - 294) + chr(10845 - 10734) + chr(568 - 517) + '\061' + chr(0b10001 + 0o44), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(1148 - 1037) + '\062' + chr(2507 - 2455) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10010 + 0o40) + '\062' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(6337 - 6226) + '\062' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1250 - 1201) + '\063' + chr(0b110011), 50652 - 50644), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + '\x32' + chr(52) + chr(1902 - 1851), 8), ehT0Px3KOsy9('\060' + chr(3033 - 2922) + chr(0b1101 + 0o45) + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x32' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1210 - 1162) + '\157' + chr(0b110011) + '\064' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(7073 - 6962) + chr(50) + chr(554 - 500) + chr(0b11011 + 0o34), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10487 - 10376) + '\x32' + '\x30' + chr(50), 39774 - 39766), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1518 - 1470) + '\x6f' + chr(51) + chr(0b101011 + 0o5) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9(chr(919 - 871) + chr(111) + chr(51) + chr(0b11 + 0o64) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1517 - 1465) + chr(0b11100 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10650 - 10539) + chr(461 - 411) + chr(0b110000) + '\066', 42598 - 42590), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x31', 23883 - 23875), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(2234 - 2123) + chr(1803 - 1752) + '\x36' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b111 + 0o54) + chr(0b110100) + chr(0b100001 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + chr(794 - 683) + chr(1099 - 1049) + chr(54) + chr(0b100101 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1110 + 0o45) + '\x37' + chr(0b10101 + 0o37), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1615 - 1567) + chr(6291 - 6180) + chr(856 - 803) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'_'), '\144' + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + chr(101))('\x75' + '\164' + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DL3PL5ApbIiJ(oVre8I6UXc3b, xuYoEvLTHW_u, HTn3JlC1RoCF):
qDNfscIvhvrQ = r9Xp41HGNpwj.get_json(force=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 8))
if not qDNfscIvhvrQ:
return j091MypGvaM2(status=ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o31) + chr(0b110010) + '\063', ord("\x08")))
xafqLlk3kkUe(fXTenaqZmXyd.session.query(p5YiZsac3lr2).filter(pd9WwxH0g17S(p5YiZsac3lr2.object_type == xuYoEvLTHW_u, p5YiZsac3lr2.object_id == HTn3JlC1RoCF), p5YiZsac3lr2.tag.has(AKcjuLnuQWsh.name.in_(qDNfscIvhvrQ))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xe12k\x95\x0b'), '\x64' + chr(0b1000 + 0o135) + '\x63' + chr(0b1101111) + chr(6105 - 6005) + '\x65')('\x75' + '\164' + chr(9098 - 8996) + chr(0b101001 + 0o4) + chr(2678 - 2622)))(synchronize_session=ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(10455 - 10344) + '\x30', ord("\x08")))
xafqLlk3kkUe(fXTenaqZmXyd.session, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xeb3c\x88\x1a'), chr(0b10 + 0o142) + '\x65' + chr(4455 - 4356) + chr(0b10100 + 0o133) + chr(0b1000010 + 0o42) + '\145')(chr(2636 - 2519) + chr(116) + chr(102) + chr(0b101101) + '\x38'))()
return j091MypGvaM2(status=ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + '\x33' + '\061' + '\064', 0o10))
|
apache/incubator-superset
|
superset/utils/import_datasource.py
|
import_datasource
|
def import_datasource(
session,
i_datasource,
lookup_database,
lookup_datasource,
import_time):
"""Imports the datasource from the object to the database.
Metrics and columns and datasource will be overrided if exists.
This function can be used to import/export dashboards between multiple
superset instances. Audit metadata isn't copies over.
"""
make_transient(i_datasource)
logging.info('Started import of the datasource: {}'.format(
i_datasource.to_json()))
i_datasource.id = None
i_datasource.database_id = lookup_database(i_datasource).id
i_datasource.alter_params(import_time=import_time)
# override the datasource
datasource = lookup_datasource(i_datasource)
if datasource:
datasource.override(i_datasource)
session.flush()
else:
datasource = i_datasource.copy()
session.add(datasource)
session.flush()
for m in i_datasource.metrics:
new_m = m.copy()
new_m.table_id = datasource.id
logging.info('Importing metric {} from the datasource: {}'.format(
new_m.to_json(), i_datasource.full_name))
imported_m = i_datasource.metric_class.import_obj(new_m)
if (imported_m.metric_name not in
[m.metric_name for m in datasource.metrics]):
datasource.metrics.append(imported_m)
for c in i_datasource.columns:
new_c = c.copy()
new_c.table_id = datasource.id
logging.info('Importing column {} from the datasource: {}'.format(
new_c.to_json(), i_datasource.full_name))
imported_c = i_datasource.column_class.import_obj(new_c)
if (imported_c.column_name not in
[c.column_name for c in datasource.columns]):
datasource.columns.append(imported_c)
session.flush()
return datasource.id
|
python
|
def import_datasource(
session,
i_datasource,
lookup_database,
lookup_datasource,
import_time):
"""Imports the datasource from the object to the database.
Metrics and columns and datasource will be overrided if exists.
This function can be used to import/export dashboards between multiple
superset instances. Audit metadata isn't copies over.
"""
make_transient(i_datasource)
logging.info('Started import of the datasource: {}'.format(
i_datasource.to_json()))
i_datasource.id = None
i_datasource.database_id = lookup_database(i_datasource).id
i_datasource.alter_params(import_time=import_time)
# override the datasource
datasource = lookup_datasource(i_datasource)
if datasource:
datasource.override(i_datasource)
session.flush()
else:
datasource = i_datasource.copy()
session.add(datasource)
session.flush()
for m in i_datasource.metrics:
new_m = m.copy()
new_m.table_id = datasource.id
logging.info('Importing metric {} from the datasource: {}'.format(
new_m.to_json(), i_datasource.full_name))
imported_m = i_datasource.metric_class.import_obj(new_m)
if (imported_m.metric_name not in
[m.metric_name for m in datasource.metrics]):
datasource.metrics.append(imported_m)
for c in i_datasource.columns:
new_c = c.copy()
new_c.table_id = datasource.id
logging.info('Importing column {} from the datasource: {}'.format(
new_c.to_json(), i_datasource.full_name))
imported_c = i_datasource.column_class.import_obj(new_c)
if (imported_c.column_name not in
[c.column_name for c in datasource.columns]):
datasource.columns.append(imported_c)
session.flush()
return datasource.id
|
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] |
Imports the datasource from the object to the database.
Metrics and columns and datasource will be overrided if exists.
This function can be used to import/export dashboards between multiple
superset instances. Audit metadata isn't copies over.
|
[
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/utils/import_datasource.py#L23-L74
|
train
|
Imports the datasource from the object to the database.
|
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' + '\x32' + chr(0b110100) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1347 - 1297) + '\x33', 34349 - 34341), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b101100 + 0o103) + chr(1866 - 1817) + chr(0b110111) + chr(52), 1385 - 1377), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\060' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(1839 - 1790) + chr(0b110100), 57262 - 57254), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(6071 - 5960) + '\062' + '\x33' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(276 - 224), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b10111 + 0o32) + chr(2131 - 2076), 0b1000), ehT0Px3KOsy9(chr(161 - 113) + chr(0b1101101 + 0o2) + chr(1620 - 1570) + '\066' + chr(0b10 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(0b110111) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(0b110011) + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5350 - 5239) + chr(476 - 425) + '\x37' + chr(677 - 622), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8501 - 8390) + '\x31' + chr(0b110100) + '\064', 23013 - 23005), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + '\x32' + chr(50) + chr(0b101001 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b11000 + 0o37) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(572 - 523) + chr(48) + chr(0b11011 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(154 - 104) + chr(0b0 + 0o60) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5701 - 5590) + chr(814 - 765) + '\064' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1010101 + 0o32) + chr(2424 - 2373) + chr(0b1111 + 0o50) + chr(0b1110 + 0o51), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(799 - 745) + chr(0b1010 + 0o47), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\067' + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2061 - 2008) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b110111) + chr(1606 - 1551), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + '\061' + chr(0b100010 + 0o24) + '\x37', 44284 - 44276), ehT0Px3KOsy9(chr(73 - 25) + '\x6f' + '\x37', 50841 - 50833), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110110) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(1003 - 953) + chr(0b110011) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101010 + 0o11) + '\x36' + '\066', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\064' + '\062', 11144 - 11136), ehT0Px3KOsy9('\x30' + chr(4593 - 4482) + '\x32' + '\x37' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(49) + '\x36', 52073 - 52065), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(1699 - 1648) + '\062', 0o10), ehT0Px3KOsy9(chr(1364 - 1316) + chr(10309 - 10198) + '\065' + chr(53), 21828 - 21820), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(234 - 186) + chr(0b1101111) + chr(54) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b110111) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110111) + '\067', 8), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + chr(0b1 + 0o62) + chr(48) + chr(0b110100), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10110 + 0o37) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x88'), '\144' + chr(101) + chr(0b101101 + 0o66) + '\157' + '\144' + chr(0b1011111 + 0o6))('\165' + '\x74' + chr(0b11001 + 0o115) + '\055' + chr(0b11010 + 0o36)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FFCt4nNi4cJq(Q4vuWJRZ65bC, om1hv9_8bkve, A3iFzH6Q7Ods, yxEC8E8OnCT1, o3cHCEcDivpm):
omgsNpdRX7sf(om1hv9_8bkve)
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5$4\xbey\xffk8\xddV\xb7\x94'), chr(8871 - 8771) + chr(5403 - 5302) + chr(99) + chr(116 - 5) + chr(0b101000 + 0o74) + chr(101))('\165' + chr(116) + chr(0b1100110) + chr(0b0 + 0o55) + chr(2998 - 2942)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5g\x1d\xb4x\xf9h/\xdeW\x9d\x90\x16\xe3\xde*\xe4F\x8bu\xd4\\dK\xcb\x16t\x99\xe8\x84\xc1\xdbt\xfaVh'), chr(513 - 413) + chr(101) + chr(5602 - 5503) + chr(0b1010001 + 0o36) + chr(100) + chr(0b1100101))(chr(0b1101011 + 0o12) + '\164' + '\146' + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0|\x0e\xabm\xe8'), chr(0b101 + 0o137) + chr(0b10000 + 0o125) + chr(0b1100011) + chr(0b1101111) + chr(0b110011 + 0o61) + chr(0b10101 + 0o120))(chr(0b1011 + 0o152) + '\164' + '\146' + chr(45) + chr(56)))(xafqLlk3kkUe(om1hv9_8bkve, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2|#\xac\x7f\xf3b'), chr(100) + chr(0b100100 + 0o101) + '\143' + '\x6f' + chr(2318 - 2218) + chr(101))(chr(13366 - 13249) + chr(116) + '\x66' + chr(0b100111 + 0o6) + chr(0b10011 + 0o45)))()))
om1hv9_8bkve.z8EhBlYI2Bx4 = None
om1hv9_8bkve.bItVsvyuEogI = A3iFzH6Q7Ods(om1hv9_8bkve).z8EhBlYI2Bx4
xafqLlk3kkUe(om1hv9_8bkve, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x7f\x08\xa3~\xc3|n\xc5[\x80\x8c'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(11353 - 11237) + chr(0b1100110) + '\055' + chr(1189 - 1133)))(import_time=o3cHCEcDivpm)
xSESxXNkXMdl = yxEC8E8OnCT1(om1hv9_8bkve)
if xSESxXNkXMdl:
xafqLlk3kkUe(xSESxXNkXMdl, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9e\x19\xb4~\xf5hj'), '\144' + '\145' + chr(99) + '\157' + chr(100) + chr(101))('\165' + '\164' + chr(102) + '\055' + chr(0b101101 + 0o13)))(om1hv9_8bkve)
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\x7f\t\xb5d'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111 + 0o0) + chr(100) + chr(0b1100 + 0o131))('\x75' + '\x74' + chr(2294 - 2192) + chr(1634 - 1589) + '\070'))()
else:
xSESxXNkXMdl = om1hv9_8bkve.igThHS4jwVsa()
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7w\x18'), '\144' + '\x65' + '\x63' + chr(0b1001001 + 0o46) + '\144' + chr(0b1010000 + 0o25))('\x75' + chr(0b1110100) + '\146' + chr(45) + '\070'))(xSESxXNkXMdl)
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\x7f\t\xb5d'), chr(7872 - 7772) + '\145' + chr(99) + chr(0b1101111) + chr(7083 - 6983) + chr(3484 - 3383))(chr(117) + '\164' + chr(1464 - 1362) + chr(45) + chr(0b111000)))()
for r8ufID9JCHnI in xafqLlk3kkUe(om1hv9_8bkve, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdfJ\x19\xa1A\xedH`\xe4\\\x9e\xca'), chr(0b101 + 0o137) + chr(8638 - 8537) + chr(693 - 594) + chr(0b1101111) + chr(0b1100100) + chr(101))('\165' + '\x74' + chr(3425 - 3323) + chr(0b101101) + chr(0b1010 + 0o56))):
WhZuO0KxrO2u = r8ufID9JCHnI.igThHS4jwVsa()
WhZuO0KxrO2u.dRiKcHNuI7b9 = xSESxXNkXMdl.z8EhBlYI2Bx4
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5$4\xbey\xffk8\xddV\xb7\x94'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b11110 + 0o107))(chr(0b11110 + 0o127) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xef~\x0c\xa9~\xe8ea\xd0\x1a\x80\x9a\x10\xe5\x97&\xa2\x1d\x82=\xd7\x0eoG\x9f\x03o\x93\xbd\x92\xc3\xca/\xa9B`@\x9a\xda\xfe\x86h\x01'), '\x64' + '\x65' + chr(0b10 + 0o141) + chr(0b1101111) + chr(0b1100100) + chr(101))('\165' + '\x74' + '\146' + chr(1677 - 1632) + chr(0b10111 + 0o41)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0|\x0e\xabm\xe8'), chr(100) + chr(0b100100 + 0o101) + '\143' + '\x6f' + chr(0b1100100) + chr(2397 - 2296))(chr(117) + chr(736 - 620) + '\146' + chr(0b100101 + 0o10) + '\070'))(xafqLlk3kkUe(WhZuO0KxrO2u, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2|#\xac\x7f\xf3b'), '\144' + '\145' + chr(9623 - 9524) + chr(3504 - 3393) + '\144' + chr(0b1100101))(chr(117) + chr(116) + chr(9525 - 9423) + '\x2d' + chr(56)))(), xafqLlk3kkUe(om1hv9_8bkve, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0f\x10\xaaS\xf2mb\xd2'), chr(100) + chr(0b1011110 + 0o7) + chr(0b1100011) + chr(0b10 + 0o155) + chr(3710 - 3610) + '\x65')('\x75' + chr(8241 - 8125) + chr(102) + chr(45) + chr(0b101001 + 0o17)))))
THUxmuWbQSx4 = om1hv9_8bkve.metric_class.import_obj(WhZuO0KxrO2u)
if xafqLlk3kkUe(THUxmuWbQSx4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbv\x08\xb4e\xffSa\xd6W\x88'), '\144' + chr(9293 - 9192) + chr(99) + chr(4367 - 4256) + '\144' + '\x65')('\x75' + '\164' + chr(1151 - 1049) + '\x2d' + '\x38')) not in [xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbv\x08\xb4e\xffSa\xd6W\x88'), chr(100) + chr(7176 - 7075) + '\x63' + chr(10760 - 10649) + chr(0b110100 + 0o60) + chr(0b1100001 + 0o4))(chr(5038 - 4921) + chr(0b1110100) + chr(3641 - 3539) + chr(1849 - 1804) + chr(56))) for r8ufID9JCHnI in xafqLlk3kkUe(xSESxXNkXMdl, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdfJ\x19\xa1A\xedH`\xe4\\\x9e\xca'), '\x64' + chr(0b1100101) + chr(0b11011 + 0o110) + chr(11506 - 11395) + '\144' + chr(237 - 136))('\x75' + chr(0b1110100) + chr(0b1010100 + 0o22) + chr(45) + chr(1319 - 1263)))]:
xafqLlk3kkUe(xSESxXNkXMdl.metrics, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7c\x0c\xa3b\xf8'), chr(0b1100100) + '\x65' + chr(6129 - 6030) + chr(0b111010 + 0o65) + chr(3830 - 3730) + '\x65')(chr(0b1101010 + 0o13) + chr(0b110100 + 0o100) + '\146' + chr(45) + '\070'))(THUxmuWbQSx4)
for qzn1Ctg9WgNh in xafqLlk3kkUe(om1hv9_8bkve, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7X\x10\x9eN\xe8b<\xe7q\x94\xcb'), chr(0b1010111 + 0o15) + chr(1819 - 1718) + '\x63' + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(681 - 636) + chr(0b11011 + 0o35))):
c5B_RMExUIBV = qzn1Ctg9WgNh.igThHS4jwVsa()
c5B_RMExUIBV.dRiKcHNuI7b9 = xSESxXNkXMdl.z8EhBlYI2Bx4
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5$4\xbey\xffk8\xddV\xb7\x94'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(9937 - 9826) + chr(0b1100100) + '\145')(chr(0b11010 + 0o133) + chr(7572 - 7456) + chr(102) + chr(0b1011 + 0o42) + chr(1125 - 1069)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xef~\x0c\xa9~\xe8ea\xd0\x1a\x8e\x90\x08\xe2\x93+\xa2\x1d\x82=\xd7\x0eoG\x9f\x03o\x93\xbd\x92\xc3\xca/\xa9B`@\x9a\xda\xfe\x86h\x01'), chr(8283 - 8183) + chr(214 - 113) + chr(0b1100011) + '\x6f' + '\x64' + chr(101))(chr(4447 - 4330) + '\164' + chr(102) + chr(0b10110 + 0o27) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0|\x0e\xabm\xe8'), chr(100) + '\x65' + '\143' + '\157' + '\x64' + chr(0b1000010 + 0o43))('\x75' + '\x74' + '\146' + '\055' + chr(1803 - 1747)))(xafqLlk3kkUe(c5B_RMExUIBV, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2|#\xac\x7f\xf3b'), '\144' + chr(1619 - 1518) + chr(0b1100011) + chr(0b11110 + 0o121) + chr(100) + chr(101))(chr(0b1010101 + 0o40) + chr(0b1110100) + chr(0b11000 + 0o116) + chr(45) + chr(0b1010 + 0o56)))(), xafqLlk3kkUe(om1hv9_8bkve, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0f\x10\xaaS\xf2mb\xd2'), chr(0b1100100) + chr(0b1100000 + 0o5) + chr(1404 - 1305) + chr(0b111 + 0o150) + chr(0b101001 + 0o73) + chr(1813 - 1712))(chr(0b1000 + 0o155) + chr(116) + chr(102) + chr(0b101101) + '\x38'))))
UDr3h0OksKOU = om1hv9_8bkve.column_class.import_obj(c5B_RMExUIBV)
if xafqLlk3kkUe(UDr3h0OksKOU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5|\x10\xb3a\xf2Sa\xd6W\x88'), chr(0b1100100) + chr(0b1001 + 0o134) + '\143' + chr(429 - 318) + '\x64' + chr(0b111110 + 0o47))(chr(0b111110 + 0o67) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b101000 + 0o20))) not in [xafqLlk3kkUe(qzn1Ctg9WgNh, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5|\x10\xb3a\xf2Sa\xd6W\x88'), chr(0b1100000 + 0o4) + chr(0b1001 + 0o134) + '\143' + chr(3250 - 3139) + chr(0b10 + 0o142) + '\x65')(chr(0b1110101) + '\x74' + chr(6725 - 6623) + '\055' + chr(0b111000))) for qzn1Ctg9WgNh in xafqLlk3kkUe(xSESxXNkXMdl, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7X\x10\x9eN\xe8b<\xe7q\x94\xcb'), '\144' + chr(2733 - 2632) + chr(0b10011 + 0o120) + '\x6f' + chr(0b100011 + 0o101) + chr(0b1010 + 0o133))(chr(0b11 + 0o162) + chr(116) + '\x66' + chr(0b101101) + '\x38'))]:
xafqLlk3kkUe(xSESxXNkXMdl.columns, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7c\x0c\xa3b\xf8'), chr(2545 - 2445) + chr(0b1100101) + chr(99) + '\157' + chr(213 - 113) + chr(0b1100101))('\165' + '\x74' + '\146' + chr(801 - 756) + chr(0b0 + 0o70)))(UDr3h0OksKOU)
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\x7f\t\xb5d'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(399 - 299) + chr(101))(chr(0b1011001 + 0o34) + chr(116) + '\x66' + chr(0b101101) + '\070'))()
return xafqLlk3kkUe(xSESxXNkXMdl, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc+9\xaeN\xf0UF\x85x\x95\xcb'), '\x64' + chr(101) + chr(0b1100011) + chr(111) + chr(4098 - 3998) + chr(101))(chr(0b1001011 + 0o52) + chr(116) + '\146' + chr(0b101101) + '\070'))
|
apache/incubator-superset
|
superset/migrations/env.py
|
run_migrations_online
|
def run_migrations_online():
"""Run migrations in 'online' mode.
In this scenario we need to create an Engine
and associate a connection with the context.
"""
# this callback is used to prevent an auto-migration from being generated
# when there are no changes to the schema
# reference: https://alembic.sqlalchemy.org/en/latest/cookbook.html
def process_revision_directives(context, revision, directives):
if getattr(config.cmd_opts, 'autogenerate', False):
script = directives[0]
if script.upgrade_ops.is_empty():
directives[:] = []
logger.info('No changes in schema detected.')
engine = engine_from_config(config.get_section(config.config_ini_section),
prefix='sqlalchemy.',
poolclass=pool.NullPool)
connection = engine.connect()
kwargs = {}
if engine.name in ('sqlite', 'mysql'):
kwargs = {
'transaction_per_migration': True,
'transactional_ddl': True,
}
configure_args = current_app.extensions['migrate'].configure_args
if configure_args:
kwargs.update(configure_args)
context.configure(connection=connection,
target_metadata=target_metadata,
# compare_type=True,
process_revision_directives=process_revision_directives,
**kwargs)
try:
with context.begin_transaction():
context.run_migrations()
finally:
connection.close()
|
python
|
def run_migrations_online():
"""Run migrations in 'online' mode.
In this scenario we need to create an Engine
and associate a connection with the context.
"""
# this callback is used to prevent an auto-migration from being generated
# when there are no changes to the schema
# reference: https://alembic.sqlalchemy.org/en/latest/cookbook.html
def process_revision_directives(context, revision, directives):
if getattr(config.cmd_opts, 'autogenerate', False):
script = directives[0]
if script.upgrade_ops.is_empty():
directives[:] = []
logger.info('No changes in schema detected.')
engine = engine_from_config(config.get_section(config.config_ini_section),
prefix='sqlalchemy.',
poolclass=pool.NullPool)
connection = engine.connect()
kwargs = {}
if engine.name in ('sqlite', 'mysql'):
kwargs = {
'transaction_per_migration': True,
'transactional_ddl': True,
}
configure_args = current_app.extensions['migrate'].configure_args
if configure_args:
kwargs.update(configure_args)
context.configure(connection=connection,
target_metadata=target_metadata,
# compare_type=True,
process_revision_directives=process_revision_directives,
**kwargs)
try:
with context.begin_transaction():
context.run_migrations()
finally:
connection.close()
|
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Run migrations in 'online' mode.
In this scenario we need to create an Engine
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|
[
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/migrations/env.py#L68-L111
|
train
|
Run migrations in online mode.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b100001 + 0o26) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b100000 + 0o25) + chr(2314 - 2265), 10264 - 10256), ehT0Px3KOsy9(chr(48) + chr(11291 - 11180) + chr(1477 - 1426) + chr(0b1010 + 0o54) + '\x34', 44260 - 44252), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(10655 - 10544) + chr(1113 - 1063) + chr(53) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b1 + 0o61) + chr(706 - 658), 3673 - 3665), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + chr(0b11100 + 0o32) + chr(995 - 942), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b110010) + chr(0b110001) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x32' + chr(977 - 924), 37484 - 37476), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(1832 - 1781) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4942 - 4831) + chr(52) + '\063', 61079 - 61071), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\065' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1010 + 0o52) + chr(1428 - 1375), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(0b10100 + 0o37) + '\x31' + '\061', 18183 - 18175), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100000 + 0o21) + chr(2163 - 2113) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1298 - 1250) + chr(10763 - 10652) + chr(0b110010) + '\x30' + chr(0b100011 + 0o23), 0b1000), ehT0Px3KOsy9(chr(1314 - 1266) + chr(237 - 126) + chr(1398 - 1348) + '\061' + chr(0b110011 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\x33' + chr(0b110001) + '\x36', 0b1000), ehT0Px3KOsy9(chr(906 - 858) + chr(0b1101111) + '\061' + chr(0b10111 + 0o36) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + '\x32' + '\x35' + chr(1416 - 1362), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\x33' + chr(0b101 + 0o56) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110111) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(78 - 30) + chr(111) + chr(0b110010) + '\067' + chr(0b10011 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110010) + chr(0b11001 + 0o36) + '\x36', 0b1000), ehT0Px3KOsy9(chr(1212 - 1164) + chr(111) + chr(52) + chr(51), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(334 - 285) + chr(52) + '\x35', 42523 - 42515), ehT0Px3KOsy9('\060' + chr(5360 - 5249) + '\x32' + '\x32', 6162 - 6154), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(0b110001) + chr(0b110100) + '\065', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x37' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x30' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(743 - 632) + chr(2020 - 1970) + chr(2780 - 2727) + chr(947 - 892), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110100) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(6565 - 6454) + chr(0b100000 + 0o22) + chr(467 - 417) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(422 - 369) + chr(265 - 216), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1384 - 1335) + chr(524 - 472) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(0b110001) + '\065' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(51) + chr(0b100 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1011011 + 0o24) + chr(1949 - 1899) + chr(53) + '\065', 8), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + chr(262 - 211) + chr(0b111 + 0o54), 44238 - 44230)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1001101 + 0o42) + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x12'), chr(100) + '\x65' + chr(99) + chr(0b1101111) + '\144' + '\145')(chr(117) + chr(0b1110100) + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CMtzQxSmTqGP():
def hqV0hWwvITqe(vUUG4_3aIqQC, DQtsKuhOCwq0, MiPTcjBEDhrt):
if xafqLlk3kkUe(xafqLlk3kkUe(jAj7S20Ct06o, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xd7\r\xab\xc5 `F'), chr(0b1100100) + '\145' + chr(99) + chr(6130 - 6019) + chr(0b1100100) + chr(101))(chr(5849 - 5732) + chr(0b1110100) + '\146' + chr(0b101101) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b']\xcf\x1d\x9b\xcd5zP\xfc\xf4\xa9F'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1001011 + 0o44) + chr(100) + '\x65')(chr(0b1110000 + 0o5) + '\164' + '\146' + chr(45) + chr(0b111000)), ehT0Px3KOsy9('\060' + chr(0b110111 + 0o70) + chr(48), ord("\x08"))):
ZoLQNQnWvvj6 = MiPTcjBEDhrt[ehT0Px3KOsy9(chr(48) + '\x6f' + chr(48), 8)]
if xafqLlk3kkUe(ZoLQNQnWvvj6.upgrade_ops, xafqLlk3kkUe(SXOLrMavuUCe(b'U\xc96\x91\xc7 `L'), chr(0b100000 + 0o104) + chr(101) + chr(0b1100011) + '\157' + '\144' + chr(101))('\x75' + '\164' + chr(1465 - 1363) + chr(0b10101 + 0o30) + chr(0b111 + 0o61)))():
MiPTcjBEDhrt[:] = []
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'o\x8d!\x8c\xdf3s\x02\xe4\xf9\x87H'), '\x64' + '\145' + chr(9028 - 8929) + '\x6f' + '\144' + chr(2145 - 2044))(chr(117) + '\164' + chr(0b1000100 + 0o42) + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'r\xd5I\x97\xc21zR\xeb\xe6\xfdJ\xc3\x05\xba0\xee\xe8\xa3\t\x8e\xbb\\\xcb\xdb@\x11w\x01U'), chr(0b10101 + 0o117) + chr(101) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(116) + '\x66' + '\055' + '\070'))
ZYbnEw0oVPbF = eMg2yVhttiCx(jAj7S20Ct06o.get_section(jAj7S20Ct06o.config_ini_section), prefix=xafqLlk3kkUe(SXOLrMavuUCe(b'O\xcb\x05\x95\xc63|P\xe3\xec\xf3'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b110100 + 0o73) + '\144' + chr(0b1100101))(chr(0b1110101) + '\x74' + '\x66' + chr(1897 - 1852) + chr(2924 - 2868)), poolclass=qsPHwJ5jT7iz.NullPool)
Ha6IyiejwUXO = ZYbnEw0oVPbF.connect()
M8EIoTs2GJXE = {}
if xafqLlk3kkUe(ZYbnEw0oVPbF, xafqLlk3kkUe(SXOLrMavuUCe(b'}\xf3\x1f\xbe\xf8*XQ\xca\xf3\xbae'), '\144' + chr(9349 - 9248) + '\143' + '\x6f' + chr(0b10101 + 0o117) + chr(101))('\165' + chr(7785 - 7669) + '\146' + chr(45) + chr(0b11010 + 0o36))) in (xafqLlk3kkUe(SXOLrMavuUCe(b'O\xcb\x05\x9d\xde5'), chr(4051 - 3951) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b10101 + 0o30) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xc3\x1a\x85\xc6'), '\x64' + '\145' + '\143' + chr(12018 - 11907) + chr(372 - 272) + chr(0b1100101))(chr(0b11 + 0o162) + chr(3074 - 2958) + chr(0b1100110) + chr(0b101101) + '\x38')):
M8EIoTs2GJXE = {xafqLlk3kkUe(SXOLrMavuUCe(b'H\xc8\x08\x9a\xd91wA\xe7\xfa\xb3|\xdd@\xbb\x0c\xeb\xe4\xa9\x1a\xcf\xabP\xd0\xd0'), chr(9940 - 9840) + chr(101) + chr(99) + chr(0b11010 + 0o125) + '\x64' + '\x65')('\x75' + chr(0b1100 + 0o150) + chr(10106 - 10004) + chr(45) + chr(0b111000)): ehT0Px3KOsy9(chr(429 - 381) + chr(0b111000 + 0o67) + '\061', 62626 - 62618), xafqLlk3kkUe(SXOLrMavuUCe(b'H\xc8\x08\x9a\xd91wA\xe7\xfa\xb3B\xc1z\xad7\xea'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + chr(4437 - 4336))(chr(4721 - 4604) + '\164' + '\x66' + '\x2d' + '\070'): ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101110 + 0o3), 8)}
G7uHEpd9qnCr = L3XaX6uI4tF7.extensions[xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xd3\x0e\x86\xcb$q'), chr(7353 - 7253) + chr(5187 - 5086) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(8296 - 8195))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(2119 - 2063))].configure_args
if G7uHEpd9qnCr:
xafqLlk3kkUe(M8EIoTs2GJXE, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xce(\xb1\xc3\x1e^[\xf7\xa1\xb8\x13'), chr(0b111111 + 0o45) + '\x65' + chr(6877 - 6778) + '\x6f' + '\x64' + chr(5402 - 5301))(chr(2144 - 2027) + chr(116) + chr(7828 - 7726) + chr(0b101101) + chr(0b100111 + 0o21)))(G7uHEpd9qnCr)
xafqLlk3kkUe(vUUG4_3aIqQC, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xd5\x07\x92\xc37aG\xeb'), chr(0b1100100) + chr(0b1100101) + chr(1138 - 1039) + chr(0b10101 + 0o132) + chr(0b1011101 + 0o7) + chr(101))(chr(12164 - 12047) + '\x74' + '\146' + chr(0b11101 + 0o20) + '\x38'))(connection=Ha6IyiejwUXO, target_metadata=SGp7reV7x7nK, process_revision_directives=hqV0hWwvITqe, **M8EIoTs2GJXE)
try:
with xafqLlk3kkUe(vUUG4_3aIqQC, xafqLlk3kkUe(SXOLrMavuUCe(b'^\xdf\x0e\x9d\xc4\x0f`G\xef\xfb\xaeB\xceQ\xa0<\xe8'), '\144' + chr(0b111101 + 0o50) + chr(0b1001010 + 0o31) + chr(111) + chr(7476 - 7376) + chr(0b101011 + 0o72))('\x75' + chr(116) + chr(0b100010 + 0o104) + chr(0b10011 + 0o32) + chr(56)))():
xafqLlk3kkUe(vUUG4_3aIqQC, xafqLlk3kkUe(SXOLrMavuUCe(b'N\xcf\x07\xab\xc79sG\xef\xe1\xb4L\xc3V'), '\144' + chr(9770 - 9669) + chr(99) + chr(0b1101111) + '\144' + chr(5994 - 5893))('\x75' + '\x74' + chr(8537 - 8435) + chr(45) + chr(0b110011 + 0o5)))()
finally:
xafqLlk3kkUe(Ha6IyiejwUXO, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xd6\x06\x87\xcf'), chr(0b100111 + 0o75) + chr(6225 - 6124) + chr(99) + chr(0b1001 + 0o146) + chr(100) + chr(0b11001 + 0o114))(chr(0b1010101 + 0o40) + chr(116) + chr(102) + chr(45) + chr(2264 - 2208)))()
|
apache/incubator-superset
|
superset/viz.py
|
BaseViz.get_df
|
def get_df(self, query_obj=None):
"""Returns a pandas dataframe based on the query object"""
if not query_obj:
query_obj = self.query_obj()
if not query_obj:
return None
self.error_msg = ''
timestamp_format = None
if self.datasource.type == 'table':
dttm_col = self.datasource.get_col(query_obj['granularity'])
if dttm_col:
timestamp_format = dttm_col.python_date_format
# The datasource here can be different backend but the interface is common
self.results = self.datasource.query(query_obj)
self.query = self.results.query
self.status = self.results.status
self.error_message = self.results.error_message
df = self.results.df
# Transform the timestamp we received from database to pandas supported
# datetime format. If no python_date_format is specified, the pattern will
# be considered as the default ISO date format
# If the datetime format is unix, the parse will use the corresponding
# parsing logic.
if df is not None and not df.empty:
if DTTM_ALIAS in df.columns:
if timestamp_format in ('epoch_s', 'epoch_ms'):
# Column has already been formatted as a timestamp.
dttm_col = df[DTTM_ALIAS]
one_ts_val = dttm_col[0]
# convert time column to pandas Timestamp, but different
# ways to convert depending on string or int types
try:
int(one_ts_val)
is_integral = True
except ValueError:
is_integral = False
if is_integral:
unit = 's' if timestamp_format == 'epoch_s' else 'ms'
df[DTTM_ALIAS] = pd.to_datetime(dttm_col, utc=False, unit=unit,
origin='unix')
else:
df[DTTM_ALIAS] = dttm_col.apply(pd.Timestamp)
else:
df[DTTM_ALIAS] = pd.to_datetime(
df[DTTM_ALIAS], utc=False, format=timestamp_format)
if self.datasource.offset:
df[DTTM_ALIAS] += timedelta(hours=self.datasource.offset)
df[DTTM_ALIAS] += self.time_shift
if self.enforce_numerical_metrics:
self.df_metrics_to_num(df)
df.replace([np.inf, -np.inf], np.nan, inplace=True)
return df
|
python
|
def get_df(self, query_obj=None):
"""Returns a pandas dataframe based on the query object"""
if not query_obj:
query_obj = self.query_obj()
if not query_obj:
return None
self.error_msg = ''
timestamp_format = None
if self.datasource.type == 'table':
dttm_col = self.datasource.get_col(query_obj['granularity'])
if dttm_col:
timestamp_format = dttm_col.python_date_format
# The datasource here can be different backend but the interface is common
self.results = self.datasource.query(query_obj)
self.query = self.results.query
self.status = self.results.status
self.error_message = self.results.error_message
df = self.results.df
# Transform the timestamp we received from database to pandas supported
# datetime format. If no python_date_format is specified, the pattern will
# be considered as the default ISO date format
# If the datetime format is unix, the parse will use the corresponding
# parsing logic.
if df is not None and not df.empty:
if DTTM_ALIAS in df.columns:
if timestamp_format in ('epoch_s', 'epoch_ms'):
# Column has already been formatted as a timestamp.
dttm_col = df[DTTM_ALIAS]
one_ts_val = dttm_col[0]
# convert time column to pandas Timestamp, but different
# ways to convert depending on string or int types
try:
int(one_ts_val)
is_integral = True
except ValueError:
is_integral = False
if is_integral:
unit = 's' if timestamp_format == 'epoch_s' else 'ms'
df[DTTM_ALIAS] = pd.to_datetime(dttm_col, utc=False, unit=unit,
origin='unix')
else:
df[DTTM_ALIAS] = dttm_col.apply(pd.Timestamp)
else:
df[DTTM_ALIAS] = pd.to_datetime(
df[DTTM_ALIAS], utc=False, format=timestamp_format)
if self.datasource.offset:
df[DTTM_ALIAS] += timedelta(hours=self.datasource.offset)
df[DTTM_ALIAS] += self.time_shift
if self.enforce_numerical_metrics:
self.df_metrics_to_num(df)
df.replace([np.inf, -np.inf], np.nan, inplace=True)
return df
|
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] |
Returns a pandas dataframe based on the query object
|
[
"Returns",
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L177-L235
|
train
|
Returns a pandas dataframe based on the query 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) + '\157' + chr(0b110011) + '\061' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x36' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110000) + chr(257 - 208), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32', 63515 - 63507), ehT0Px3KOsy9(chr(1867 - 1819) + chr(111) + chr(2224 - 2175) + chr(0b110110 + 0o0) + '\x37', 53026 - 53018), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110000) + chr(0b100101 + 0o17), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11000 + 0o32) + '\065' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11799 - 11688) + chr(1479 - 1429) + chr(48), 7598 - 7590), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(54) + '\x33', 7444 - 7436), ehT0Px3KOsy9('\060' + chr(2183 - 2072) + '\x33' + '\067', 47015 - 47007), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b110010) + chr(50) + '\067', 0b1000), ehT0Px3KOsy9(chr(209 - 161) + '\x6f' + '\063' + chr(2454 - 2400) + chr(0b100001 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\064' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4744 - 4633) + chr(1346 - 1296) + '\x32' + chr(54), 0b1000), ehT0Px3KOsy9(chr(376 - 328) + '\157' + chr(0b11100 + 0o26) + chr(1449 - 1397) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + '\x33' + '\060' + chr(53), 47110 - 47102), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b110001) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + chr(0b110010) + chr(0b110100) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110010) + chr(847 - 797), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(8984 - 8873) + '\x32' + chr(202 - 148) + chr(1565 - 1514), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11001 + 0o126) + '\061' + chr(50) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(5917 - 5806) + '\x33' + chr(0b110001) + chr(48), 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(51) + '\063', 0o10), ehT0Px3KOsy9(chr(180 - 132) + '\157' + chr(0b10000 + 0o42) + '\x31' + chr(58 - 9), 56315 - 56307), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2338 - 2289) + chr(0b10110 + 0o37) + chr(48), 0b1000), ehT0Px3KOsy9(chr(529 - 481) + chr(111) + '\x32' + '\x36' + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(976 - 923) + chr(305 - 254), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(48) + chr(2560 - 2507), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x31', 10858 - 10850), ehT0Px3KOsy9(chr(2212 - 2164) + '\157' + chr(0b110011) + chr(52) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x33' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2093 - 2043) + chr(55) + chr(53), 50351 - 50343), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\066' + chr(0b110001), 60842 - 60834), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b10011 + 0o134) + '\x31' + chr(0b11010 + 0o33) + chr(0b110000), 8), ehT0Px3KOsy9('\060' + chr(5430 - 5319) + chr(50) + '\x34' + '\x36', 0b1000), ehT0Px3KOsy9(chr(650 - 602) + '\157' + chr(0b100101 + 0o16) + chr(2020 - 1967) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\x33' + chr(147 - 96), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b1011 + 0o47) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(523 - 473) + chr(0b110001) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110011) + '\063', 54151 - 54143)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + chr(0b110101) + chr(0b11101 + 0o23), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b11001 + 0o133) + '\146' + chr(0b101101) + chr(0b11010 + 0o36)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tsSZinmnDrD6(oVre8I6UXc3b, K3PmtkviHB3e=None):
if not K3PmtkviHB3e:
K3PmtkviHB3e = oVre8I6UXc3b.query_obj()
if not K3PmtkviHB3e:
return None
oVre8I6UXc3b.foIYxeNLXJsf = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(2965 - 2864) + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(116) + '\x66' + '\055' + chr(56))
J7sFxIe9QMHc = None
if xafqLlk3kkUe(oVre8I6UXc3b.datasource, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xcf\xf1g'), chr(3422 - 3322) + chr(5489 - 5388) + chr(0b111111 + 0o44) + '\157' + '\144' + chr(0b1100101))(chr(117) + chr(116) + chr(0b1100110) + chr(45) + chr(0b11100 + 0o34))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xd7\xe3n\x12'), chr(100) + '\x65' + chr(0b100100 + 0o77) + chr(3566 - 3455) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(116) + chr(3555 - 3453) + '\055' + chr(0b110101 + 0o3)):
DbA7YOFTxqXS = oVre8I6UXc3b.datasource.get_col(K3PmtkviHB3e[xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xc4\xe0l\x02\xe8\xccb\x1ak\xee'), chr(0b1010 + 0o132) + '\x65' + '\143' + chr(4246 - 4135) + chr(4799 - 4699) + '\x65')(chr(0b101001 + 0o114) + chr(116) + '\146' + '\x2d' + chr(0b11111 + 0o31))])
if DbA7YOFTxqXS:
J7sFxIe9QMHc = DbA7YOFTxqXS.python_date_format
oVre8I6UXc3b.iIGKX2zSEGYP = oVre8I6UXc3b.datasource.query(K3PmtkviHB3e)
oVre8I6UXc3b.MgmdEYXEleNe = oVre8I6UXc3b.results.MgmdEYXEleNe
oVre8I6UXc3b.vBsMWH4gAEfy = oVre8I6UXc3b.results.vBsMWH4gAEfy
oVre8I6UXc3b.RACuGzVUu2U8 = oVre8I6UXc3b.results.RACuGzVUu2U8
aVhM9WzaWXU5 = oVre8I6UXc3b.results.df
if aVhM9WzaWXU5 is not None and (not xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xdb\xf1v\x0e'), chr(0b1100100) + chr(2739 - 2638) + chr(9342 - 9243) + chr(0b1101011 + 0o4) + chr(0b100011 + 0o101) + chr(0b101010 + 0o73))('\165' + chr(0b1110100) + '\x66' + chr(45) + chr(2970 - 2914)))):
if MmB6RXKH4KOm in xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xfd\xedZ5\xf0\xc3##T\xee\xc0'), chr(0b1001001 + 0o33) + chr(2245 - 2144) + chr(99) + chr(3321 - 3210) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + '\x2d' + '\x38')):
if J7sFxIe9QMHc in (xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xc6\xeea\x1f\xdb\xde'), chr(3753 - 3653) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b11010 + 0o113))(chr(117) + '\164' + '\x66' + chr(0b101101) + chr(0b10010 + 0o46)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xc6\xeea\x1f\xdb\xc0c'), chr(100) + chr(5184 - 5083) + chr(0b1011010 + 0o11) + '\157' + '\x64' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(2480 - 2378) + '\055' + '\070')):
DbA7YOFTxqXS = aVhM9WzaWXU5[MmB6RXKH4KOm]
QloslP8GY5j9 = DbA7YOFTxqXS[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\060', 0b1000)]
try:
ehT0Px3KOsy9(QloslP8GY5j9)
nhB2g9imILed = ehT0Px3KOsy9(chr(163 - 115) + chr(0b1101111) + chr(537 - 488), ord("\x08"))
except q1QCh3W88sgk:
nhB2g9imILed = ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10 + 0o56), 8)
if nhB2g9imILed:
zbwQ4mKE5Iq9 = xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb'), chr(8667 - 8567) + chr(0b1010101 + 0o20) + '\143' + chr(8821 - 8710) + chr(7211 - 7111) + chr(101))('\165' + chr(0b1000 + 0o154) + '\x66' + chr(0b101101) + '\070') if J7sFxIe9QMHc == xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xc6\xeea\x1f\xdb\xde'), '\144' + chr(0b1101 + 0o130) + chr(5512 - 5413) + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + chr(2844 - 2788)) else xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\xc5'), chr(0b1100100) + '\145' + chr(1457 - 1358) + chr(0b110 + 0o151) + '\144' + '\145')('\x75' + '\x74' + '\x66' + '\055' + chr(56))
aVhM9WzaWXU5[MmB6RXKH4KOm] = dubtF9GfzOdC.to_datetime(DbA7YOFTxqXS, utc=ehT0Px3KOsy9(chr(48) + chr(9247 - 9136) + chr(815 - 767), 8), unit=zbwQ4mKE5Iq9, origin=xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\xd8\xe8z'), chr(0b111100 + 0o50) + chr(4335 - 4234) + chr(2408 - 2309) + chr(111) + chr(100) + chr(0b1010110 + 0o17))('\165' + chr(3470 - 3354) + chr(4109 - 4007) + chr(0b101101) + '\x38'))
else:
aVhM9WzaWXU5[MmB6RXKH4KOm] = DbA7YOFTxqXS.apply(dubtF9GfzOdC.Timestamp)
else:
aVhM9WzaWXU5[MmB6RXKH4KOm] = dubtF9GfzOdC.to_datetime(aVhM9WzaWXU5[MmB6RXKH4KOm], utc=ehT0Px3KOsy9(chr(48) + chr(5606 - 5495) + chr(0b100011 + 0o15), 8), format=J7sFxIe9QMHc)
if xafqLlk3kkUe(oVre8I6UXc3b.datasource, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xd0\xe7q\x12\xf0'), '\144' + chr(0b1000100 + 0o41) + chr(0b101010 + 0o71) + chr(111) + '\144' + chr(0b1000 + 0o135))('\165' + chr(116) + chr(7094 - 6992) + chr(0b11010 + 0o23) + '\x38')):
aVhM9WzaWXU5[MmB6RXKH4KOm] += UYrFWngYaD_b(hours=oVre8I6UXc3b.datasource.offset)
aVhM9WzaWXU5[MmB6RXKH4KOm] += oVre8I6UXc3b.time_shift
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xd8\xe7m\x05\xe7\xc8O\x1dj\xfa\x91\x13\xff\xc6\xa4"\xfb?\xd6!\xbar\xea\x1b'), '\x64' + chr(0b10010 + 0o123) + chr(7444 - 7345) + chr(0b110100 + 0o73) + chr(0b1100100) + chr(8630 - 8529))(chr(12176 - 12059) + chr(0b111011 + 0o71) + chr(102) + chr(45) + chr(0b101 + 0o63))):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\xd0\xdeo\x12\xf0\xdfy\x10l\xc8\x80\x0e\xc9\xcb\xb0#'), chr(3672 - 3572) + '\145' + chr(0b11011 + 0o110) + chr(0b1000111 + 0o50) + chr(0b1100100) + chr(0b11111 + 0o106))(chr(161 - 44) + chr(116) + chr(232 - 130) + chr(45) + '\070'))(aVhM9WzaWXU5)
xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\xd3\xf1n\x16\xe7\xc8'), chr(7492 - 7392) + chr(5364 - 5263) + chr(0b1100011) + chr(0b110001 + 0o76) + '\x64' + chr(1702 - 1601))(chr(12758 - 12641) + chr(116) + chr(7600 - 7498) + chr(0b101101) + chr(0b111000)))([xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xd8\xe7'), '\x64' + '\145' + chr(0b100000 + 0o103) + chr(111) + '\x64' + '\145')(chr(0b1110101) + '\164' + chr(2141 - 2039) + chr(185 - 140) + chr(1629 - 1573))), -xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xd8\xe7'), chr(8219 - 8119) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(1824 - 1723))(chr(0b1010101 + 0o40) + chr(0b1010010 + 0o42) + chr(0b1100110) + '\x2d' + chr(0b11001 + 0o37)))], xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\xd7\xef'), chr(100) + chr(0b1100101) + chr(4456 - 4357) + chr(111) + chr(100) + '\x65')('\165' + '\164' + chr(6545 - 6443) + chr(496 - 451) + chr(0b11000 + 0o40))), inplace=ehT0Px3KOsy9(chr(1298 - 1250) + '\157' + chr(0b110001), 8))
return aVhM9WzaWXU5
|
apache/incubator-superset
|
superset/viz.py
|
BaseViz.query_obj
|
def query_obj(self):
"""Building a query object"""
form_data = self.form_data
self.process_query_filters()
gb = form_data.get('groupby') or []
metrics = self.all_metrics or []
columns = form_data.get('columns') or []
groupby = []
for o in gb + columns:
if o not in groupby:
groupby.append(o)
is_timeseries = self.is_timeseries
if DTTM_ALIAS in groupby:
groupby.remove(DTTM_ALIAS)
is_timeseries = True
granularity = (
form_data.get('granularity') or
form_data.get('granularity_sqla')
)
limit = int(form_data.get('limit') or 0)
timeseries_limit_metric = form_data.get('timeseries_limit_metric')
row_limit = int(form_data.get('row_limit') or config.get('ROW_LIMIT'))
# default order direction
order_desc = form_data.get('order_desc', True)
since, until = utils.get_since_until(relative_end=relative_end,
time_range=form_data.get('time_range'),
since=form_data.get('since'),
until=form_data.get('until'))
time_shift = form_data.get('time_shift', '')
self.time_shift = utils.parse_human_timedelta(time_shift)
from_dttm = None if since is None else (since - self.time_shift)
to_dttm = None if until is None else (until - self.time_shift)
if from_dttm and to_dttm and from_dttm > to_dttm:
raise Exception(_('From date cannot be larger than to date'))
self.from_dttm = from_dttm
self.to_dttm = to_dttm
# extras are used to query elements specific to a datasource type
# for instance the extra where clause that applies only to Tables
extras = {
'where': form_data.get('where', ''),
'having': form_data.get('having', ''),
'having_druid': form_data.get('having_filters', []),
'time_grain_sqla': form_data.get('time_grain_sqla', ''),
'druid_time_origin': form_data.get('druid_time_origin', ''),
}
d = {
'granularity': granularity,
'from_dttm': from_dttm,
'to_dttm': to_dttm,
'is_timeseries': is_timeseries,
'groupby': groupby,
'metrics': metrics,
'row_limit': row_limit,
'filter': self.form_data.get('filters', []),
'timeseries_limit': limit,
'extras': extras,
'timeseries_limit_metric': timeseries_limit_metric,
'order_desc': order_desc,
'prequeries': [],
'is_prequery': False,
}
return d
|
python
|
def query_obj(self):
"""Building a query object"""
form_data = self.form_data
self.process_query_filters()
gb = form_data.get('groupby') or []
metrics = self.all_metrics or []
columns = form_data.get('columns') or []
groupby = []
for o in gb + columns:
if o not in groupby:
groupby.append(o)
is_timeseries = self.is_timeseries
if DTTM_ALIAS in groupby:
groupby.remove(DTTM_ALIAS)
is_timeseries = True
granularity = (
form_data.get('granularity') or
form_data.get('granularity_sqla')
)
limit = int(form_data.get('limit') or 0)
timeseries_limit_metric = form_data.get('timeseries_limit_metric')
row_limit = int(form_data.get('row_limit') or config.get('ROW_LIMIT'))
# default order direction
order_desc = form_data.get('order_desc', True)
since, until = utils.get_since_until(relative_end=relative_end,
time_range=form_data.get('time_range'),
since=form_data.get('since'),
until=form_data.get('until'))
time_shift = form_data.get('time_shift', '')
self.time_shift = utils.parse_human_timedelta(time_shift)
from_dttm = None if since is None else (since - self.time_shift)
to_dttm = None if until is None else (until - self.time_shift)
if from_dttm and to_dttm and from_dttm > to_dttm:
raise Exception(_('From date cannot be larger than to date'))
self.from_dttm = from_dttm
self.to_dttm = to_dttm
# extras are used to query elements specific to a datasource type
# for instance the extra where clause that applies only to Tables
extras = {
'where': form_data.get('where', ''),
'having': form_data.get('having', ''),
'having_druid': form_data.get('having_filters', []),
'time_grain_sqla': form_data.get('time_grain_sqla', ''),
'druid_time_origin': form_data.get('druid_time_origin', ''),
}
d = {
'granularity': granularity,
'from_dttm': from_dttm,
'to_dttm': to_dttm,
'is_timeseries': is_timeseries,
'groupby': groupby,
'metrics': metrics,
'row_limit': row_limit,
'filter': self.form_data.get('filters', []),
'timeseries_limit': limit,
'extras': extras,
'timeseries_limit_metric': timeseries_limit_metric,
'order_desc': order_desc,
'prequeries': [],
'is_prequery': False,
}
return d
|
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] |
Building a query object
|
[
"Building",
"a",
"query",
"object"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L249-L317
|
train
|
Builds a query object from the form data.
|
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(11322 - 11211) + chr(0b11110 + 0o23) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100001 + 0o16) + chr(0b110011) + '\x33' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b101011 + 0o7) + chr(53) + chr(0b100010 + 0o22), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + '\061' + chr(0b101001 + 0o12) + chr(0b1100 + 0o47), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10010 + 0o41) + '\062' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001 + 0o0) + chr(0b11010 + 0o32) + '\065', 57874 - 57866), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\x32' + chr(0b110111) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(6925 - 6814) + chr(0b100010 + 0o17) + '\060' + chr(1278 - 1227), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1303 - 1253) + '\060' + '\063', 740 - 732), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(12095 - 11984) + '\x36' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110010) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(51) + chr(1386 - 1335) + chr(51), 8), ehT0Px3KOsy9(chr(2238 - 2190) + chr(111) + chr(49) + '\x34' + chr(49), 0b1000), ehT0Px3KOsy9(chr(1322 - 1274) + chr(9063 - 8952) + '\x32' + '\x37' + '\x32', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(2303 - 2252) + chr(0b100100 + 0o15) + chr(2303 - 2254), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9971 - 9860) + chr(1867 - 1816) + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11110 + 0o23) + chr(0b110110) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\066' + chr(0b110111 + 0o0), 0o10), ehT0Px3KOsy9(chr(1430 - 1382) + chr(0b1010110 + 0o31) + chr(49) + chr(0b110100) + chr(2268 - 2214), ord("\x08")), ehT0Px3KOsy9(chr(1509 - 1461) + '\x6f' + chr(0b101111 + 0o4) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + '\x32' + '\x31' + '\060', 40569 - 40561), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + '\x33' + chr(49) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(5349 - 5238) + chr(1927 - 1877) + chr(189 - 140), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b100001 + 0o20) + chr(0b110100) + '\065', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b110100) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1872 - 1824) + chr(1279 - 1168) + chr(0b110001) + '\065' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x37' + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(2636 - 2525) + chr(297 - 244) + '\x36', 55375 - 55367), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(0b10110 + 0o34) + chr(0b110111) + '\067', 32129 - 32121), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1726 - 1675) + chr(55), 8), ehT0Px3KOsy9(chr(497 - 449) + chr(0b1001001 + 0o46) + chr(1578 - 1527) + chr(49) + chr(1129 - 1081), 8), ehT0Px3KOsy9(chr(471 - 423) + chr(0b1101111) + '\061' + chr(51) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x36' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(10955 - 10844) + chr(0b101110 + 0o4) + chr(55) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(1627 - 1578) + '\064' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101001 + 0o10) + chr(0b110101) + chr(54), 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(227 - 177) + '\x31' + chr(54), 50125 - 50117), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b0 + 0o66) + chr(2582 - 2531), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(0b11101 + 0o25) + chr(1520 - 1470), 36467 - 36459)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + chr(0b101110 + 0o7) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'#'), '\x64' + chr(101) + chr(99) + chr(9678 - 9567) + chr(8854 - 8754) + chr(0b110111 + 0o56))(chr(117) + chr(0b1101001 + 0o13) + '\x66' + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def K3PmtkviHB3e(oVre8I6UXc3b):
hM_GkQjYTiq8 = oVre8I6UXc3b.form_data
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}\xa9\xc38\xb3\x16\xc9\x1c\xf2G0\xa9\x18\xe5\xaf\xa2\x19\x03\x03m\xfb'), chr(100) + chr(0b1100101) + chr(0b110100 + 0o57) + chr(0b100110 + 0o111) + chr(100) + chr(0b1100101))(chr(0b111 + 0o156) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))()
cMKyBlaARfht = hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'j\xa9\xc3.\xa6\x07\xc3'), '\144' + chr(101) + chr(99) + chr(111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b11000 + 0o134) + chr(102) + chr(45) + chr(0b101 + 0o63))) or []
yYegMqDoSfs5 = oVre8I6UXc3b.all_metrics or []
qKlXBtn3PKy4 = hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'n\xb4\xc0.\xbb\x0b\xc9'), chr(100) + chr(101) + chr(99) + chr(0b1101111) + chr(1148 - 1048) + chr(0b1100101 + 0o0))(chr(13036 - 12919) + chr(0b1110100) + '\x66' + chr(705 - 660) + chr(0b110000 + 0o10))) or []
MRtOn47tdSTy = []
for gb6ab8SSTLgq in cMKyBlaARfht + qKlXBtn3PKy4:
if gb6ab8SSTLgq not in MRtOn47tdSTy:
xafqLlk3kkUe(MRtOn47tdSTy, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xab\xdc>\xb8\x01'), chr(7278 - 7178) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b111110 + 0o46) + chr(0b1100101))(chr(117) + '\164' + chr(0b1100110) + chr(0b101101) + '\070'))(gb6ab8SSTLgq)
bAthc9soP2oa = oVre8I6UXc3b.is_timeseries
if MmB6RXKH4KOm in MRtOn47tdSTy:
xafqLlk3kkUe(MRtOn47tdSTy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xbe\xc14\xa0\x00'), chr(324 - 224) + '\x65' + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')('\165' + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070'))(MmB6RXKH4KOm)
bAthc9soP2oa = ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061', ord("\x08"))
oicbpLpQDFbE = hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'j\xa9\xcd5\xa3\t\xdb1\xeaF,'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + chr(0b1011001 + 0o13) + '\145')('\x75' + chr(0b1010111 + 0o35) + '\146' + chr(45) + chr(56))) or hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'j\xa9\xcd5\xa3\t\xdb1\xeaF,\x84\x12\xcb\xa5\xaa'), chr(0b1100100) + '\145' + chr(99) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1011110 + 0o26) + '\x66' + '\x2d' + chr(0b111000)))
j8BaqiKmcR6w = ehT0Px3KOsy9(hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'a\xb2\xc12\xa2'), chr(1211 - 1111) + '\145' + chr(0b111101 + 0o46) + chr(9308 - 9197) + chr(0b1100100) + chr(0b1011001 + 0o14))('\x75' + chr(116) + chr(6962 - 6860) + chr(45) + chr(56))) or ehT0Px3KOsy9(chr(48) + chr(111) + '\x30', 0b1000))
LkTGKMTNcdxc = hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb2\xc1>\xa5\x00\xc8*\xe6A\n\xb7\x08\xd7\xa0\xbf*\x1a\x03k\xfa\xa1r'), chr(0b1100100) + '\x65' + '\x63' + chr(7667 - 7556) + '\144' + chr(1816 - 1715))('\x75' + chr(116) + '\146' + chr(45) + chr(0b101111 + 0o11)))
l_k9p_KyOmgY = ehT0Px3KOsy9(hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xb4\xdb\x04\xba\x0c\xd7*\xf7'), chr(0b1100100) + chr(0b1100101) + chr(0b1011110 + 0o5) + chr(111) + '\144' + chr(0b1010101 + 0o20))(chr(0b1110101) + chr(0b1011011 + 0o31) + chr(0b1100110) + chr(0b100010 + 0o13) + chr(0b111000))) or jAj7S20Ct06o.get(xafqLlk3kkUe(SXOLrMavuUCe(b'_\x94\xfb\x04\x9a,\xf7\n\xd7'), '\144' + '\x65' + chr(99) + '\x6f' + chr(1624 - 1524) + chr(101))('\165' + chr(0b1110100) + chr(102) + chr(497 - 452) + '\070')))
S8bW2RhYi7AN = hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'b\xa9\xc8>\xa4:\xde&\xf0Q'), '\144' + chr(5137 - 5036) + chr(5729 - 5630) + chr(1129 - 1018) + '\x64' + '\x65')(chr(0b1110101) + chr(1710 - 1594) + chr(5099 - 4997) + chr(783 - 738) + '\070'), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + '\061', 8))
(Bc_DP9uKI3IB, hDWUYDqoicIQ) = bdVxKm4tezOp.get_since_until(relative_end=reccLHItexHh, time_range=hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb2\xc1>\x89\x17\xdb-\xe4W'), '\x64' + '\x65' + chr(3147 - 3048) + chr(480 - 369) + chr(8580 - 8480) + chr(0b1100101))('\165' + chr(0b1110010 + 0o2) + '\146' + chr(45) + '\x38')), since=hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'~\xb2\xc28\xb3'), chr(0b1100100) + chr(0b110100 + 0o61) + '\143' + chr(111) + '\x64' + '\x65')('\x75' + chr(6653 - 6537) + chr(1638 - 1536) + chr(0b101101) + chr(0b111000))), until=hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'x\xb5\xd82\xba'), '\x64' + '\x65' + chr(0b1100011) + chr(111) + '\144' + chr(101))(chr(0b1010001 + 0o44) + chr(576 - 460) + '\146' + '\x2d' + chr(2857 - 2801))))
FAMbxSAnPaar = hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb2\xc1>\x89\x16\xd2*\xe5F'), chr(0b1001111 + 0o25) + chr(10163 - 10062) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(101))('\x75' + '\164' + chr(0b1100110) + '\055' + chr(0b101010 + 0o16)), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b101001 + 0o73) + '\145' + chr(3691 - 3592) + chr(0b1000 + 0o147) + chr(0b1100100) + chr(5502 - 5401))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(971 - 926) + chr(56)))
oVre8I6UXc3b.FAMbxSAnPaar = bdVxKm4tezOp.parse_human_timedelta(FAMbxSAnPaar)
ni5AvuNfsQP7 = None if Bc_DP9uKI3IB is None else Bc_DP9uKI3IB - oVre8I6UXc3b.FAMbxSAnPaar
eDaWCzHWDlP3 = None if hDWUYDqoicIQ is None else hDWUYDqoicIQ - oVre8I6UXc3b.FAMbxSAnPaar
if ni5AvuNfsQP7 and eDaWCzHWDlP3 and (ni5AvuNfsQP7 > eDaWCzHWDlP3):
raise jLmadlzMdunT(VNGQdHSFPrso(xafqLlk3kkUe(SXOLrMavuUCe(b'K\xa9\xc36\xf6\x01\xdb7\xe6\x126\xba\x0f\xd4\xa6\xbfU\x15\x03?\xe4\xa9c\x02\x05\x1cZZ\xd7~\xa6xw\xdd\x9f\x03\x0f\xfa\x16'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + chr(0b1 + 0o144))(chr(0b11111 + 0o126) + chr(0b1110100) + chr(2061 - 1959) + chr(45) + chr(0b111000))))
oVre8I6UXc3b.ni5AvuNfsQP7 = ni5AvuNfsQP7
oVre8I6UXc3b.eDaWCzHWDlP3 = eDaWCzHWDlP3
HD5jUt7dcR5R = {xafqLlk3kkUe(SXOLrMavuUCe(b'z\xb3\xc9)\xb3'), chr(0b11000 + 0o114) + chr(0b110011 + 0o62) + '\143' + '\157' + chr(100) + chr(0b1010001 + 0o24))('\x75' + '\x74' + chr(0b1100110) + chr(0b101011 + 0o2) + chr(56)): hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'z\xb3\xc9)\xb3'), chr(0b11 + 0o141) + '\145' + '\x63' + chr(4249 - 4138) + chr(100) + chr(101))(chr(0b1110101) + chr(0b100 + 0o160) + '\146' + '\055' + chr(0b11010 + 0o36)), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(1667 - 1567) + '\145' + '\x63' + chr(7517 - 7406) + '\x64' + chr(0b10110 + 0o117))('\x75' + chr(4288 - 4172) + '\x66' + chr(0b10101 + 0o30) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'e\xba\xda2\xb8\x02'), '\x64' + chr(0b1100101) + chr(0b10000 + 0o123) + '\x6f' + '\x64' + chr(0b1100101))(chr(2972 - 2855) + '\164' + chr(0b1000100 + 0o42) + chr(711 - 666) + '\x38'): hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'e\xba\xda2\xb8\x02'), '\144' + chr(501 - 400) + '\143' + chr(0b101000 + 0o107) + chr(978 - 878) + '\x65')('\165' + chr(0b1110100) + '\x66' + chr(111 - 66) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(0b111 + 0o136) + '\143' + chr(10596 - 10485) + chr(0b1010001 + 0o23) + '\145')(chr(117) + chr(1627 - 1511) + '\146' + chr(45) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b"e\xba\xda2\xb8\x02\xe5'\xf1G<\xbf"), '\x64' + chr(3965 - 3864) + '\143' + '\x6f' + chr(100) + '\x65')('\165' + '\x74' + chr(102) + '\x2d' + chr(0b101011 + 0o15)): hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'e\xba\xda2\xb8\x02\xe5%\xea^!\xbe\x13\xc9'), '\144' + chr(0b11110 + 0o107) + chr(0b10110 + 0o115) + chr(7753 - 7642) + chr(124 - 24) + '\145')('\165' + '\x74' + chr(0b100111 + 0o77) + '\x2d' + '\070'), []), xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb2\xc1>\x89\x02\xc8"\xea\\\n\xa8\x10\xd6\xa8'), '\144' + chr(101) + '\x63' + chr(111) + chr(1007 - 907) + chr(7843 - 7742))(chr(117) + '\x74' + chr(102) + '\055' + chr(0b10 + 0o66)): hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb2\xc1>\x89\x02\xc8"\xea\\\n\xa8\x10\xd6\xa8'), chr(6439 - 6339) + chr(1538 - 1437) + chr(0b11100 + 0o107) + '\157' + '\144' + chr(101))(chr(0b1110101) + chr(0b111101 + 0o67) + chr(2075 - 1973) + '\055' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(0b1100101) + chr(0b1000000 + 0o43) + '\x6f' + chr(100) + '\x65')('\165' + '\x74' + chr(0b10110 + 0o120) + '\x2d' + chr(1161 - 1105))), xafqLlk3kkUe(SXOLrMavuUCe(b'i\xa9\xd92\xb2:\xce*\xeeW\n\xb4\x13\xd3\xae\xa2\x1b'), '\144' + chr(3001 - 2900) + '\x63' + chr(0b1101111) + '\144' + chr(6538 - 6437))('\165' + chr(11176 - 11060) + chr(0b1100110) + chr(0b10 + 0o53) + chr(1561 - 1505)): hM_GkQjYTiq8.get(xafqLlk3kkUe(SXOLrMavuUCe(b'i\xa9\xd92\xb2:\xce*\xeeW\n\xb4\x13\xd3\xae\xa2\x1b'), chr(0b1100100) + '\145' + chr(0b1010001 + 0o22) + chr(4058 - 3947) + chr(100) + '\145')(chr(0b1110101) + chr(0b111101 + 0o67) + chr(0b1100110) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(782 - 682) + chr(0b1100101) + chr(9031 - 8932) + '\x6f' + chr(100) + chr(1486 - 1385))(chr(0b1000101 + 0o60) + chr(5806 - 5690) + chr(102) + chr(0b100 + 0o51) + chr(490 - 434)))}
pd3lxn9vqWxp = {xafqLlk3kkUe(SXOLrMavuUCe(b'j\xa9\xcd5\xa3\t\xdb1\xeaF,'), chr(0b10010 + 0o122) + chr(5315 - 5214) + '\143' + chr(111) + '\x64' + chr(0b1100101))('\x75' + chr(116) + '\x66' + chr(1423 - 1378) + chr(56)): oicbpLpQDFbE, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xa9\xc36\x89\x01\xce7\xee'), chr(7627 - 7527) + '\145' + chr(99) + chr(111) + '\x64' + chr(0b1100 + 0o131))(chr(117) + chr(0b100001 + 0o123) + chr(102) + '\055' + chr(0b111000)): ni5AvuNfsQP7, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb4\xf3?\xa2\x11\xd7'), chr(0b1100100) + chr(0b1001010 + 0o33) + chr(0b1100011) + '\157' + chr(0b1100100) + '\x65')(chr(0b111011 + 0o72) + '\x74' + '\x66' + '\x2d' + chr(56)): eDaWCzHWDlP3, xafqLlk3kkUe(SXOLrMavuUCe(b'd\xa8\xf3/\xbf\x08\xdf0\xe6@<\xbe\x12'), chr(0b1100100) + chr(0b1100101) + chr(0b100010 + 0o101) + chr(0b1101111) + '\x64' + '\x65')(chr(117) + chr(116) + '\x66' + '\055' + '\x38'): bAthc9soP2oa, xafqLlk3kkUe(SXOLrMavuUCe(b'j\xa9\xc3.\xa6\x07\xc3'), chr(1552 - 1452) + chr(0b1100101) + '\x63' + chr(0b1011110 + 0o21) + chr(100) + chr(8983 - 8882))(chr(117) + chr(116) + chr(102) + chr(0b10 + 0o53) + '\070'): MRtOn47tdSTy, xafqLlk3kkUe(SXOLrMavuUCe(b'`\xbe\xd8)\xbf\x06\xc9'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + chr(9507 - 9407) + chr(5354 - 5253))(chr(0b101000 + 0o115) + '\164' + chr(0b1100110) + chr(45) + chr(56)): yYegMqDoSfs5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xb4\xdb\x04\xba\x0c\xd7*\xf7'), chr(100) + chr(936 - 835) + chr(0b1100011) + chr(111) + chr(0b100110 + 0o76) + chr(0b10100 + 0o121))(chr(0b10011 + 0o142) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070'): l_k9p_KyOmgY, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xb2\xc0/\xb3\x17'), chr(448 - 348) + chr(0b1010111 + 0o16) + chr(99) + '\157' + chr(0b111100 + 0o50) + chr(101))('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(56)): oVre8I6UXc3b.form_data.get(xafqLlk3kkUe(SXOLrMavuUCe(b'k\xb2\xc0/\xb3\x17\xc9'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')('\x75' + chr(0b10010 + 0o142) + chr(0b1100110) + chr(0b100100 + 0o11) + '\070'), []), xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb2\xc1>\xa5\x00\xc8*\xe6A\n\xb7\x08\xd7\xa0\xbf'), chr(0b1100100) + chr(101) + '\143' + '\157' + chr(100) + '\x65')('\165' + chr(116) + '\x66' + chr(360 - 315) + '\x38'): j8BaqiKmcR6w, xafqLlk3kkUe(SXOLrMavuUCe(b'h\xa3\xd8)\xb7\x16'), '\144' + '\x65' + chr(0b111 + 0o134) + '\x6f' + '\144' + chr(0b1000 + 0o135))(chr(117) + chr(12276 - 12160) + chr(449 - 347) + '\x2d' + chr(1235 - 1179)): HD5jUt7dcR5R, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xb2\xc1>\xa5\x00\xc8*\xe6A\n\xb7\x08\xd7\xa0\xbf*\x1a\x03k\xfa\xa1r'), '\x64' + chr(3456 - 3355) + chr(8425 - 8326) + '\x6f' + chr(0b1011011 + 0o11) + '\x65')(chr(0b1100 + 0o151) + chr(3201 - 3085) + '\146' + chr(1306 - 1261) + chr(546 - 490)): LkTGKMTNcdxc, xafqLlk3kkUe(SXOLrMavuUCe(b'b\xa9\xc8>\xa4:\xde&\xf0Q'), chr(2053 - 1953) + chr(0b11101 + 0o110) + '\143' + '\x6f' + '\144' + chr(0b1011100 + 0o11))(chr(0b110010 + 0o103) + chr(8193 - 8077) + chr(102) + chr(1543 - 1498) + '\x38'): S8bW2RhYi7AN, xafqLlk3kkUe(SXOLrMavuUCe(b'}\xa9\xc9*\xa3\x00\xc8*\xe6A'), chr(2935 - 2835) + chr(1533 - 1432) + chr(99) + chr(0b1101111) + chr(100) + chr(0b111110 + 0o47))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101101) + '\070'): [], xafqLlk3kkUe(SXOLrMavuUCe(b'd\xa8\xf3+\xa4\x00\xcb6\xe6@,'), '\144' + chr(0b1100101) + '\143' + chr(111) + '\x64' + chr(0b10001 + 0o124))('\x75' + '\164' + '\146' + '\x2d' + '\x38'): ehT0Px3KOsy9('\060' + chr(111) + chr(48), 8)}
return pd3lxn9vqWxp
|
apache/incubator-superset
|
superset/viz.py
|
BaseViz.cache_key
|
def cache_key(self, query_obj, **extra):
"""
The cache key is made out of the key/values in `query_obj`, plus any
other key/values in `extra`.
We remove datetime bounds that are hard values, and replace them with
the use-provided inputs to bounds, which may be time-relative (as in
"5 days ago" or "now").
The `extra` arguments are currently used by time shift queries, since
different time shifts wil differ only in the `from_dttm` and `to_dttm`
values which are stripped.
"""
cache_dict = copy.copy(query_obj)
cache_dict.update(extra)
for k in ['from_dttm', 'to_dttm']:
del cache_dict[k]
cache_dict['time_range'] = self.form_data.get('time_range')
cache_dict['datasource'] = self.datasource.uid
json_data = self.json_dumps(cache_dict, sort_keys=True)
return hashlib.md5(json_data.encode('utf-8')).hexdigest()
|
python
|
def cache_key(self, query_obj, **extra):
"""
The cache key is made out of the key/values in `query_obj`, plus any
other key/values in `extra`.
We remove datetime bounds that are hard values, and replace them with
the use-provided inputs to bounds, which may be time-relative (as in
"5 days ago" or "now").
The `extra` arguments are currently used by time shift queries, since
different time shifts wil differ only in the `from_dttm` and `to_dttm`
values which are stripped.
"""
cache_dict = copy.copy(query_obj)
cache_dict.update(extra)
for k in ['from_dttm', 'to_dttm']:
del cache_dict[k]
cache_dict['time_range'] = self.form_data.get('time_range')
cache_dict['datasource'] = self.datasource.uid
json_data = self.json_dumps(cache_dict, sort_keys=True)
return hashlib.md5(json_data.encode('utf-8')).hexdigest()
|
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"self",
",",
"query_obj",
",",
"*",
"*",
"extra",
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":",
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"query_obj",
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"(",
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] |
The cache key is made out of the key/values in `query_obj`, plus any
other key/values in `extra`.
We remove datetime bounds that are hard values, and replace them with
the use-provided inputs to bounds, which may be time-relative (as in
"5 days ago" or "now").
The `extra` arguments are currently used by time shift queries, since
different time shifts wil differ only in the `from_dttm` and `to_dttm`
values which are stripped.
|
[
"The",
"cache",
"key",
"is",
"made",
"out",
"of",
"the",
"key",
"/",
"values",
"in",
"query_obj",
"plus",
"any",
"other",
"key",
"/",
"values",
"in",
"extra",
"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L336-L358
|
train
|
Returns a cache key for the given query 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(0b110000) + chr(0b1101011 + 0o4) + '\x32' + chr(1227 - 1172) + chr(819 - 770), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101100 + 0o7) + chr(0b101111 + 0o5) + chr(0b100100 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(9824 - 9713) + chr(0b1 + 0o60) + chr(0b0 + 0o60) + chr(0b110010), 62422 - 62414), ehT0Px3KOsy9(chr(48) + chr(8684 - 8573) + chr(0b101110 + 0o5) + chr(0b11010 + 0o32) + '\067', 8), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(49) + '\x35', 30981 - 30973), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2634 - 2581) + chr(2901 - 2846), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4372 - 4261) + '\x32' + '\065' + chr(2003 - 1953), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(52) + chr(51), 0o10), ehT0Px3KOsy9(chr(301 - 253) + chr(3947 - 3836) + chr(1335 - 1286) + '\x37' + '\065', 10219 - 10211), ehT0Px3KOsy9('\060' + '\x6f' + chr(656 - 605) + '\x34' + '\061', 0b1000), ehT0Px3KOsy9(chr(1850 - 1802) + chr(111) + chr(1677 - 1626) + chr(48) + '\x30', 26031 - 26023), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b110001) + '\x33' + chr(0b110001), 652 - 644), ehT0Px3KOsy9('\060' + '\x6f' + chr(418 - 368) + chr(50) + chr(0b110100), 24956 - 24948), ehT0Px3KOsy9(chr(0b110000) + chr(6866 - 6755) + chr(0b110110) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(0b1010 + 0o54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(2459 - 2405), 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(1162 - 1113) + chr(0b110011) + chr(0b110101), 22117 - 22109), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(51) + chr(0b101111 + 0o10) + chr(0b100001 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(49) + chr(0b1001 + 0o54) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9708 - 9597) + chr(51) + chr(51) + chr(0b100111 + 0o11), 0b1000), ehT0Px3KOsy9(chr(852 - 804) + chr(3667 - 3556) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1 + 0o156) + chr(261 - 210) + chr(0b110100) + chr(0b101000 + 0o15), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b10000 + 0o42) + chr(0b10001 + 0o44), 42460 - 42452), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(49) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(6193 - 6082) + '\x31' + chr(1819 - 1768) + '\x33', 58770 - 58762), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + chr(2292 - 2243) + chr(54) + chr(179 - 124), 47325 - 47317), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\061' + chr(0b11100 + 0o24) + chr(50), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(50) + '\x34' + chr(858 - 803), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + '\x31' + chr(0b110000) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(11107 - 10996) + chr(51) + '\x32' + chr(0b110011), 51238 - 51230), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(787 - 738) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(5354 - 5243) + chr(0b11000 + 0o33) + chr(0b110011) + '\x35', 0b1000), ehT0Px3KOsy9(chr(851 - 803) + chr(111) + '\x32' + '\x37' + chr(0b110 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(665 - 617) + chr(0b1100000 + 0o17) + '\x33' + '\062' + chr(0b1101 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(51) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(49) + chr(1095 - 1042), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1516 - 1405) + chr(0b110011) + chr(0b10000 + 0o44) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x37' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(167 - 118) + chr(49) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110100) + chr(48), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(227 - 174) + chr(48), 13009 - 13001)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x97'), chr(0b1100100) + chr(101) + chr(0b1010110 + 0o15) + chr(0b1000001 + 0o56) + chr(0b100 + 0o140) + chr(0b1001011 + 0o32))('\165' + chr(6279 - 6163) + '\146' + chr(0b101101) + chr(0b110111 + 0o1)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def sdGXYhWzRJmr(oVre8I6UXc3b, K3PmtkviHB3e, **WtlOrEfJOkbK):
_bMR1auOOmEt = igThHS4jwVsa.igThHS4jwVsa(K3PmtkviHB3e)
xafqLlk3kkUe(_bMR1auOOmEt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x93\x03\xa2\xe4a\xe0\xcd\x04\xd5\xa5i'), '\144' + chr(6215 - 6114) + chr(0b1110 + 0o125) + '\157' + '\144' + chr(0b101100 + 0o71))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(2135 - 2079)))(WtlOrEfJOkbK)
for OolUPRJhRaJd in [xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf\x95-\x8a\xd2K\xde\xd7\x10'), chr(100) + '\145' + chr(99) + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(0b1001101 + 0o47) + '\x66' + '\x2d' + chr(0b101111 + 0o11)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd\x88\x1d\x83\xf9[\xc7'), '\x64' + '\145' + chr(5940 - 5841) + chr(111) + chr(0b1100100) + chr(5903 - 5802))(chr(0b100011 + 0o122) + '\x74' + '\146' + '\055' + '\070')]:
del _bMR1auOOmEt[OolUPRJhRaJd]
_bMR1auOOmEt[xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd\x8e/\x82\xd2]\xcb\xcd\x1a\x84'), chr(0b1100100) + chr(0b1010 + 0o133) + chr(7357 - 7258) + '\157' + chr(100) + chr(1263 - 1162))(chr(0b1110101) + '\x74' + chr(1694 - 1592) + '\055' + '\x38')] = oVre8I6UXc3b.form_data.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd\x8e/\x82\xd2]\xcb\xcd\x1a\x84'), chr(0b110001 + 0o63) + chr(0b1101 + 0o130) + '\143' + chr(0b1010101 + 0o32) + chr(0b1100010 + 0o2) + chr(0b10001 + 0o124))(chr(117) + '\x74' + '\146' + chr(0b101011 + 0o2) + chr(1194 - 1138)))
_bMR1auOOmEt[xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\x866\x86\xfe@\xdf\xd1\x1e\x84'), chr(100) + chr(0b1100100 + 0o1) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))('\165' + chr(116) + chr(5840 - 5738) + '\055' + '\x38')] = oVre8I6UXc3b.datasource.MKkMr25EVnzr
Zzv3wK_86GaG = oVre8I6UXc3b.json_dumps(_bMR1auOOmEt, sort_keys=ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(12107 - 11996) + chr(0b10000 + 0o41), 0o10))
return xafqLlk3kkUe(sNzNrLIR8V9g.md5(Zzv3wK_86GaG.encode(xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x93$\xca\xb5'), chr(0b1100100) + chr(0b1100101) + chr(434 - 335) + chr(0b11101 + 0o122) + chr(7295 - 7195) + '\x65')(chr(117) + chr(0b1110100) + chr(8805 - 8703) + '\055' + chr(0b10111 + 0o41)))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\x82:\x83\xe4H\xcf\xd0\t'), chr(0b1100100) + chr(9522 - 9421) + chr(99) + chr(11659 - 11548) + chr(0b1100100) + chr(101))(chr(117) + '\x74' + chr(102) + '\055' + chr(56)))()
|
apache/incubator-superset
|
superset/viz.py
|
BaseViz.data
|
def data(self):
"""This is the data object serialized to the js layer"""
content = {
'form_data': self.form_data,
'token': self.token,
'viz_name': self.viz_type,
'filter_select_enabled': self.datasource.filter_select_enabled,
}
return content
|
python
|
def data(self):
"""This is the data object serialized to the js layer"""
content = {
'form_data': self.form_data,
'token': self.token,
'viz_name': self.viz_type,
'filter_select_enabled': self.datasource.filter_select_enabled,
}
return content
|
[
"def",
"data",
"(",
"self",
")",
":",
"content",
"=",
"{",
"'form_data'",
":",
"self",
".",
"form_data",
",",
"'token'",
":",
"self",
".",
"token",
",",
"'viz_name'",
":",
"self",
".",
"viz_type",
",",
"'filter_select_enabled'",
":",
"self",
".",
"datasource",
".",
"filter_select_enabled",
",",
"}",
"return",
"content"
] |
This is the data object serialized to the js layer
|
[
"This",
"is",
"the",
"data",
"object",
"serialized",
"to",
"the",
"js",
"layer"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L472-L480
|
train
|
This is the data object serialized to the js layer
|
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) + '\x33' + '\067' + chr(2025 - 1977), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100000 + 0o23), 16262 - 16254), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110010) + '\064', 9657 - 9649), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(117 - 69) + '\065', 0b1000), ehT0Px3KOsy9(chr(525 - 477) + '\157' + chr(0b10010 + 0o37) + chr(53) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110101) + chr(1339 - 1290), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(48) + chr(53), 8), ehT0Px3KOsy9(chr(1594 - 1546) + chr(0b1101111) + chr(581 - 531) + chr(0b110101) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2068 - 2018) + '\x30', 29222 - 29214), ehT0Px3KOsy9('\x30' + chr(4828 - 4717) + chr(0b111 + 0o54) + chr(51) + chr(55), 12742 - 12734), ehT0Px3KOsy9(chr(259 - 211) + chr(0b1101111) + chr(1372 - 1321) + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(1251 - 1196) + chr(822 - 767), 0b1000), ehT0Px3KOsy9(chr(2041 - 1993) + chr(0b1101111) + chr(53) + chr(50), 51895 - 51887), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(2794 - 2739) + chr(0b110100), 2236 - 2228), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(0b1011 + 0o50) + chr(0b110000) + chr(0b110101), 19606 - 19598), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(0b10 + 0o60) + chr(55) + chr(1248 - 1194), ord("\x08")), ehT0Px3KOsy9(chr(298 - 250) + chr(3899 - 3788) + chr(0b110001) + '\062', 0o10), ehT0Px3KOsy9(chr(2147 - 2099) + '\x6f' + chr(0b110001) + '\060' + chr(0b100111 + 0o11), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + chr(178 - 129) + chr(1405 - 1351) + chr(2332 - 2278), 44249 - 44241), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(1932 - 1879) + chr(967 - 912), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(1000 - 951) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(51) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(6251 - 6140) + '\063' + chr(1525 - 1472) + '\063', 41390 - 41382), ehT0Px3KOsy9(chr(0b110000) + chr(6922 - 6811) + chr(0b110001) + '\x33' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1575 - 1464) + '\x33' + '\x32' + '\x30', 44523 - 44515), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x37' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o60) + '\x30' + chr(0b11101 + 0o26), 45070 - 45062), ehT0Px3KOsy9(chr(0b110000) + chr(11306 - 11195) + '\060', 19407 - 19399), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000000 + 0o57) + chr(2517 - 2466) + '\065' + '\065', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(614 - 563) + chr(0b110100) + chr(1561 - 1511), 18401 - 18393), ehT0Px3KOsy9(chr(1568 - 1520) + '\157' + chr(0b110100) + chr(0b10001 + 0o44), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(50) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + '\065' + chr(0b110010 + 0o0), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101 + 0o54) + '\067' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(502 - 451), 8), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(0b100 + 0o56) + chr(0b110010), 7194 - 7186), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10001 + 0o42) + chr(1833 - 1782) + '\062', 0o10), ehT0Px3KOsy9(chr(1098 - 1050) + chr(3741 - 3630) + chr(0b110011) + chr(1762 - 1709) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10101 + 0o34) + '\066' + chr(1736 - 1681), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(235 - 184) + '\x32' + '\x33', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(11321 - 11210) + chr(0b110101) + chr(945 - 897), 53157 - 53149)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6'), '\x64' + chr(0b1100101) + chr(800 - 701) + '\x6f' + chr(0b1100100) + chr(101))(chr(117) + '\164' + chr(0b1100110) + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ULnjp6D6efFH(oVre8I6UXc3b):
VjgGQlDzfDa9 = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x9el&\xe82\x8d\xe4\xd8q'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(10563 - 10446) + '\164' + '\146' + chr(0b11001 + 0o24) + '\070'): oVre8I6UXc3b.form_data, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cl?\xe0\x03'), chr(100) + '\145' + chr(0b1100010 + 0o1) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b100010 + 0o123) + chr(9262 - 9146) + chr(0b1100110) + chr(45) + '\x38'): oVre8I6UXc3b.token, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8ej.\xda\x03\x88\xe8\xc9'), '\144' + '\x65' + chr(0b1010001 + 0o22) + '\157' + '\144' + chr(0b1100010 + 0o3))('\x75' + chr(0b1101101 + 0o7) + chr(0b10011 + 0o123) + chr(248 - 203) + chr(0b101 + 0o63)): oVre8I6UXc3b.viz_type, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9ej8\xf1\x08\x9b\xda\xdfu\xb3\x88\xdc^c\xa0\xd0k"\x1a\n\xaf'), chr(3972 - 3872) + chr(0b11 + 0o142) + chr(99) + chr(0b10011 + 0o134) + chr(7671 - 7571) + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(1280 - 1224)): oVre8I6UXc3b.datasource.filter_select_enabled}
return VjgGQlDzfDa9
|
apache/incubator-superset
|
superset/viz.py
|
HistogramViz.query_obj
|
def query_obj(self):
"""Returns the query object for this visualization"""
d = super().query_obj()
d['row_limit'] = self.form_data.get(
'row_limit', int(config.get('VIZ_ROW_LIMIT')))
numeric_columns = self.form_data.get('all_columns_x')
if numeric_columns is None:
raise Exception(_('Must have at least one numeric column specified'))
self.columns = numeric_columns
d['columns'] = numeric_columns + self.groupby
# override groupby entry to avoid aggregation
d['groupby'] = []
return d
|
python
|
def query_obj(self):
"""Returns the query object for this visualization"""
d = super().query_obj()
d['row_limit'] = self.form_data.get(
'row_limit', int(config.get('VIZ_ROW_LIMIT')))
numeric_columns = self.form_data.get('all_columns_x')
if numeric_columns is None:
raise Exception(_('Must have at least one numeric column specified'))
self.columns = numeric_columns
d['columns'] = numeric_columns + self.groupby
# override groupby entry to avoid aggregation
d['groupby'] = []
return d
|
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Returns the query object for this visualization
|
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L1474-L1486
|
train
|
Returns the query object for this visualization
|
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(0b11010 + 0o26) + chr(10522 - 10411) + chr(0b110100) + chr(0b110001), 62167 - 62159), ehT0Px3KOsy9(chr(1364 - 1316) + '\157' + chr(682 - 632) + '\x36' + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(0b10 + 0o61) + chr(1446 - 1398) + chr(0b101 + 0o53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b10001 + 0o42) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1747 - 1699) + '\x6f' + chr(0b1111 + 0o44) + chr(0b10001 + 0o44) + chr(54), 4174 - 4166), ehT0Px3KOsy9('\060' + chr(2756 - 2645) + '\x32' + chr(313 - 258) + chr(859 - 804), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + chr(49) + '\x33' + chr(0b101000 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111001 + 0o66) + chr(0b1100 + 0o51) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(54) + '\067', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b101011 + 0o104) + chr(0b11011 + 0o34) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1943 - 1895) + '\x6f' + chr(0b101100 + 0o6) + '\x35' + '\063', 33579 - 33571), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110001 + 0o1), 0o10), ehT0Px3KOsy9(chr(48) + chr(4519 - 4408) + chr(0b110011) + '\065' + chr(0b100011 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100111 + 0o14) + chr(1326 - 1277) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b110011) + chr(0b110111) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(7189 - 7078) + chr(2302 - 2250) + chr(0b110000), 46573 - 46565), ehT0Px3KOsy9(chr(1878 - 1830) + chr(0b1101111) + chr(0b100011 + 0o16) + '\062' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\x36' + chr(0b100011 + 0o20), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(52) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + '\065' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\061' + chr(49) + chr(0b0 + 0o60), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x31' + chr(2617 - 2562), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x31' + chr(54) + chr(1107 - 1058), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(50) + chr(0b110001), 22582 - 22574), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11011 + 0o27) + chr(2053 - 2003) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(61 - 12) + chr(0b110000) + '\065', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(50) + chr(0b110101) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x36' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1754 - 1706) + chr(0b10 + 0o155) + chr(2468 - 2418) + chr(48) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(1785 - 1674) + chr(53) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\065' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(0b10101 + 0o35) + chr(0b110010) + chr(2061 - 2010), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\067' + '\x37', 61478 - 61470), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b10111 + 0o130) + chr(0b110011) + chr(54) + '\x35', 8), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(10579 - 10468) + chr(0b1110 + 0o44) + chr(0b10001 + 0o45) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b10111 + 0o130) + '\x31' + chr(48) + chr(0b101000 + 0o15), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\061' + chr(54), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\060' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100001 + 0o20) + chr(624 - 571) + chr(503 - 454), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101000 + 0o15) + chr(0b100100 + 0o14), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f'), chr(0b1100100) + '\x65' + chr(0b10 + 0o141) + chr(9080 - 8969) + chr(0b1000001 + 0o43) + chr(101))(chr(0b1010110 + 0o37) + chr(0b1110100) + '\146' + chr(0b101001 + 0o4) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def K3PmtkviHB3e(oVre8I6UXc3b):
pd3lxn9vqWxp = KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b).query_obj()
pd3lxn9vqWxp[xafqLlk3kkUe(SXOLrMavuUCe(b'S\xde\xb7\x81\x82\xd67C\x03'), chr(405 - 305) + '\x65' + chr(0b1100011) + chr(10885 - 10774) + chr(100) + chr(7003 - 6902))(chr(0b1110101) + chr(0b1011010 + 0o32) + chr(102) + '\x2d' + '\x38')] = oVre8I6UXc3b.form_data.get(xafqLlk3kkUe(SXOLrMavuUCe(b'S\xde\xb7\x81\x82\xd67C\x03'), chr(0b1100100) + chr(6095 - 5994) + chr(2872 - 2773) + '\157' + '\144' + chr(0b1011111 + 0o6))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(0b111000)), ehT0Px3KOsy9(jAj7S20Ct06o.get(xafqLlk3kkUe(SXOLrMavuUCe(b'w\xf8\x9a\x81\xbc\xf0\ru;r\xe6S\xbd'), '\144' + chr(0b110000 + 0o65) + chr(0b1100011) + chr(0b1101111) + chr(0b1010101 + 0o17) + chr(101))(chr(4978 - 4861) + '\x74' + chr(0b1100011 + 0o3) + chr(45) + chr(56)))))
M4tv6levRSU8 = oVre8I6UXc3b.form_data.get(xafqLlk3kkUe(SXOLrMavuUCe(b'@\xdd\xac\x81\x8d\xd06_\x1aU\xd8E\x91'), chr(100) + chr(0b1100100 + 0o1) + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(0b11001 + 0o134) + '\164' + chr(0b110 + 0o140) + '\055' + chr(0b10001 + 0o47)))
if M4tv6levRSU8 is None:
raise jLmadlzMdunT(VNGQdHSFPrso(xafqLlk3kkUe(SXOLrMavuUCe(b'l\xc4\xb3\xaa\xce\xd7;\\\x12\x1b\xcan\xc9\xa2\x98A#\xc7\x87D&\xaaQ?\xe7(\xcb\x87\xe8K\x1b\x8c\xfc\x13\x80\xda+\xee\xb1\x19D\xd2\xa9\xb8\x87\xda>'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1000110 + 0o36) + chr(1510 - 1409))('\165' + chr(13450 - 13334) + '\146' + '\x2d' + chr(0b111000))))
oVre8I6UXc3b.qKlXBtn3PKy4 = M4tv6levRSU8
pd3lxn9vqWxp[xafqLlk3kkUe(SXOLrMavuUCe(b'B\xde\xac\xab\x83\xd1)'), chr(0b111010 + 0o52) + '\x65' + chr(0b11011 + 0o110) + chr(8294 - 8183) + '\x64' + chr(0b1100101))('\x75' + chr(116) + chr(0b1000001 + 0o45) + chr(0b11110 + 0o17) + chr(0b1 + 0o67))] = M4tv6levRSU8 + oVre8I6UXc3b.groupby
pd3lxn9vqWxp[xafqLlk3kkUe(SXOLrMavuUCe(b'F\xc3\xaf\xab\x9e\xdd#'), chr(100) + '\x65' + chr(0b1100 + 0o127) + '\157' + chr(0b1100100) + '\145')(chr(0b110100 + 0o101) + chr(0b1110100) + '\x66' + chr(1715 - 1670) + chr(56))] = []
return pd3lxn9vqWxp
|
apache/incubator-superset
|
superset/viz.py
|
HistogramViz.get_data
|
def get_data(self, df):
"""Returns the chart data"""
chart_data = []
if len(self.groupby) > 0:
groups = df.groupby(self.groupby)
else:
groups = [((), df)]
for keys, data in groups:
chart_data.extend([{
'key': self.labelify(keys, column),
'values': data[column].tolist()}
for column in self.columns])
return chart_data
|
python
|
def get_data(self, df):
"""Returns the chart data"""
chart_data = []
if len(self.groupby) > 0:
groups = df.groupby(self.groupby)
else:
groups = [((), df)]
for keys, data in groups:
chart_data.extend([{
'key': self.labelify(keys, column),
'values': data[column].tolist()}
for column in self.columns])
return chart_data
|
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] |
Returns the chart data
|
[
"Returns",
"the",
"chart",
"data"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L1498-L1510
|
train
|
Returns the chart data
|
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(0b101000 + 0o12) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(2251 - 2203) + chr(111) + chr(54) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + '\063' + chr(1913 - 1865) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + chr(50) + chr(2336 - 2287) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(226 - 176) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + chr(527 - 476) + chr(0b11011 + 0o25) + chr(565 - 510), 4203 - 4195), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065' + chr(0b110011), 7253 - 7245), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + '\061' + '\066' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101011 + 0o104) + '\x31' + chr(0b110100) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(0b110010) + chr(1425 - 1372), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111 + 0o0) + '\x32' + chr(2058 - 2007) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1001010 + 0o45) + chr(0b110110), 54549 - 54541), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + '\x36' + '\060', 32927 - 32919), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + chr(0b11011 + 0o27) + chr(1836 - 1788), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(50) + '\x32' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100011 + 0o114) + chr(1449 - 1399) + chr(409 - 361) + chr(0b11001 + 0o36), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110011) + chr(0b110010), 22863 - 22855), ehT0Px3KOsy9('\060' + '\157' + chr(0b1101 + 0o46) + '\x35' + chr(1208 - 1154), 0o10), ehT0Px3KOsy9(chr(113 - 65) + '\157' + chr(0b10 + 0o65) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(51) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(377 - 329) + '\157' + '\063' + chr(48) + '\067', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101111 + 0o4) + '\066' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9937 - 9826) + chr(50) + chr(1671 - 1619) + chr(55), 18803 - 18795), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(1531 - 1482) + '\067' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\x36' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(750 - 702) + chr(111) + chr(0b110001) + '\x30', 0o10), ehT0Px3KOsy9(chr(1107 - 1059) + '\x6f' + chr(49) + '\062' + '\065', 22150 - 22142), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110110) + chr(485 - 435), 29854 - 29846), ehT0Px3KOsy9(chr(2137 - 2089) + chr(0b1101111) + chr(318 - 267) + '\060' + chr(52), 49881 - 49873), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(50) + chr(621 - 569) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(0b100111 + 0o12) + '\x33' + chr(0b101 + 0o54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(2336 - 2281), ord("\x08")), ehT0Px3KOsy9(chr(1986 - 1938) + '\x6f' + chr(692 - 643) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2030 - 1980) + chr(55) + '\x37', 56034 - 56026), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001 + 0o2) + chr(0b10000 + 0o42), 0b1000), ehT0Px3KOsy9('\x30' + chr(1666 - 1555) + '\x31' + chr(0b101100 + 0o12) + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + chr(0b100001 + 0o116) + chr(0b10010 + 0o40) + chr(186 - 131) + chr(1220 - 1171), 65026 - 65018), ehT0Px3KOsy9(chr(415 - 367) + '\x6f' + '\062' + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(6722 - 6611) + chr(2274 - 2223) + chr(1841 - 1792) + '\x36', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'>'), '\144' + chr(101) + chr(5624 - 5525) + chr(0b1100010 + 0o15) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b11101 + 0o127) + chr(1945 - 1843) + '\x2d' + chr(2869 - 2813)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Uif5YMYsaUYu(oVre8I6UXc3b, aVhM9WzaWXU5):
eb8uVlwzwCgb = []
if c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'wD\xae\xff\xe2\xa5R'), '\x64' + '\x65' + chr(99) + chr(111) + '\144' + '\145')(chr(4234 - 4117) + '\164' + chr(0b1001100 + 0o32) + '\055' + '\070'))) > ehT0Px3KOsy9(chr(0b110000) + chr(5512 - 5401) + chr(606 - 558), 0b1000):
_kYt8hUq51WB = aVhM9WzaWXU5.groupby(oVre8I6UXc3b.groupby)
else:
_kYt8hUq51WB = [((), aVhM9WzaWXU5)]
for (w8H8C9ec5BO1, ULnjp6D6efFH) in _kYt8hUq51WB:
xafqLlk3kkUe(eb8uVlwzwCgb, xafqLlk3kkUe(SXOLrMavuUCe(b'uN\xb5\xef\xfc\xa3'), '\x64' + chr(0b101100 + 0o71) + chr(0b110100 + 0o57) + chr(0b1000111 + 0o50) + chr(0b1100000 + 0o4) + chr(0b1011011 + 0o12))(chr(10962 - 10845) + '\x74' + '\x66' + chr(0b100001 + 0o14) + '\x38'))([{xafqLlk3kkUe(SXOLrMavuUCe(b'{S\xb8'), chr(0b1100100) + '\145' + '\143' + '\x6f' + chr(0b11011 + 0o111) + '\145')(chr(0b1110101) + chr(0b1110100) + '\146' + chr(1616 - 1571) + chr(0b111000)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'|W\xa3\xef\xfe\xaeM\r'), '\x64' + '\x65' + chr(99) + '\x6f' + chr(0b111110 + 0o46) + '\145')('\165' + chr(0b1011110 + 0o26) + chr(0b1100110) + chr(45 - 0) + '\070'))(w8H8C9ec5BO1, Pl0JgJDv0QqN), xafqLlk3kkUe(SXOLrMavuUCe(b'fW\xad\xff\xf7\xb4'), chr(100) + chr(3824 - 3723) + chr(0b1001011 + 0o30) + '\157' + chr(0b111100 + 0o50) + '\x65')(chr(0b111110 + 0o67) + '\164' + chr(102) + chr(45) + chr(0b111000)): xafqLlk3kkUe(ULnjp6D6efFH[Pl0JgJDv0QqN], xafqLlk3kkUe(SXOLrMavuUCe(b'dY\xad\xe3\xe1\xb3'), chr(1859 - 1759) + chr(0b1100101) + chr(1031 - 932) + '\x6f' + '\x64' + chr(0b111 + 0o136))(chr(117) + chr(8663 - 8547) + chr(0b1100110) + chr(45) + '\x38'))()} for Pl0JgJDv0QqN in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a}\xad\xd2\xd0\xb3EG4^\xe32'), chr(0b1100100) + chr(101) + chr(6940 - 6841) + chr(0b1101111) + chr(100) + chr(0b101 + 0o140))(chr(4902 - 4785) + chr(116) + '\146' + chr(0b101101) + chr(2518 - 2462)))])
return eb8uVlwzwCgb
|
apache/incubator-superset
|
superset/viz.py
|
PartitionViz.levels_for
|
def levels_for(self, time_op, groups, df):
"""
Compute the partition at each `level` from the dataframe.
"""
levels = {}
for i in range(0, len(groups) + 1):
agg_df = df.groupby(groups[:i]) if i else df
levels[i] = (
agg_df.mean() if time_op == 'agg_mean'
else agg_df.sum(numeric_only=True))
return levels
|
python
|
def levels_for(self, time_op, groups, df):
"""
Compute the partition at each `level` from the dataframe.
"""
levels = {}
for i in range(0, len(groups) + 1):
agg_df = df.groupby(groups[:i]) if i else df
levels[i] = (
agg_df.mean() if time_op == 'agg_mean'
else agg_df.sum(numeric_only=True))
return levels
|
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] |
Compute the partition at each `level` from the dataframe.
|
[
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L2648-L2658
|
train
|
Compute the partition at each level from the dataframe.
|
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(0b11011 + 0o25) + '\157' + '\063' + '\064' + chr(55), 54670 - 54662), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1011 + 0o46) + chr(0b11001 + 0o27) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\x30' + chr(1583 - 1532), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(1687 - 1637) + '\062' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(50) + '\066', 11437 - 11429), ehT0Px3KOsy9('\060' + chr(9337 - 9226) + chr(50) + '\065' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b10111 + 0o31) + chr(0b1000 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1077 - 966) + '\067' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10110 + 0o131) + '\066' + chr(1586 - 1535), 0b1000), ehT0Px3KOsy9(chr(260 - 212) + chr(0b1010100 + 0o33) + chr(51) + chr(54), 0o10), ehT0Px3KOsy9(chr(287 - 239) + chr(5395 - 5284) + chr(0b110100) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + chr(50) + chr(0b111 + 0o53) + chr(0b100011 + 0o24), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001110 + 0o41) + chr(50) + chr(49) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(2775 - 2721) + '\x33', 956 - 948), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1010011 + 0o34) + chr(0b101010 + 0o11) + '\x33' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b11011 + 0o124) + '\062' + chr(52) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(553 - 503), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\061' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(8798 - 8687) + '\061' + chr(0b110101) + chr(51), 0o10), ehT0Px3KOsy9(chr(2130 - 2082) + '\x6f' + '\x33' + '\x35' + chr(1708 - 1654), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101001 + 0o10) + chr(0b110101) + chr(0b101101 + 0o3), 14426 - 14418), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101000 + 0o7) + '\062' + '\x37' + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(6221 - 6110) + chr(0b10111 + 0o33) + '\x36' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x32' + chr(2384 - 2335), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b110011) + chr(49) + chr(992 - 940), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b11101 + 0o25) + chr(0b100111 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1959 - 1909) + chr(0b11111 + 0o30) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b101000 + 0o107) + chr(0b10010 + 0o40) + chr(0b101010 + 0o10) + chr(1969 - 1919), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(54) + chr(0b110011), 53424 - 53416), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(51) + chr(0b110110) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b10001 + 0o45), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(49) + chr(0b110011), 4834 - 4826), ehT0Px3KOsy9(chr(1346 - 1298) + chr(0b1001000 + 0o47) + chr(243 - 193) + chr(2216 - 2166) + chr(0b101111 + 0o2), 63501 - 63493), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + chr(1228 - 1176), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100000 + 0o17) + '\061' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b110110) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\x33' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(447 - 399) + chr(10325 - 10214) + '\x33' + chr(0b100010 + 0o16) + '\x35', 44157 - 44149), ehT0Px3KOsy9(chr(2203 - 2155) + '\x6f' + chr(0b110001) + '\063' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001100 + 0o43) + '\x33' + '\066' + '\063', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(576 - 523) + chr(1272 - 1224), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9'), chr(100) + chr(0b1100101) + '\x63' + chr(111) + '\x64' + chr(0b1100101))(chr(2782 - 2665) + chr(116) + chr(102) + chr(0b100011 + 0o12) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lpFG_9CxiPpE(oVre8I6UXc3b, eq0jKZ3kxz7j, _kYt8hUq51WB, aVhM9WzaWXU5):
o883j_AF0RrD = {}
for WVxHKyX45z_L in vQr8gNKaIaWE(ehT0Px3KOsy9(chr(0b110000) + chr(12229 - 12118) + chr(48), 0o10), c2A0yzQpDQB3(_kYt8hUq51WB) + ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(0b11101 + 0o24), 0o10)):
ztSlzDC8IAXi = aVhM9WzaWXU5.groupby(_kYt8hUq51WB[:WVxHKyX45z_L]) if WVxHKyX45z_L else aVhM9WzaWXU5
o883j_AF0RrD[WVxHKyX45z_L] = ztSlzDC8IAXi.aJhItC_Vawlw() if eq0jKZ3kxz7j == xafqLlk3kkUe(SXOLrMavuUCe(b'\x86#\xa4\xcd{\xce\xa7R'), chr(0b1100100) + '\145' + chr(5926 - 5827) + chr(4231 - 4120) + chr(9229 - 9129) + chr(0b100 + 0o141))(chr(1110 - 993) + chr(6871 - 6755) + '\x66' + chr(0b101101) + chr(0b1111 + 0o51)) else ztSlzDC8IAXi.xkxBmo49x2An(numeric_only=ehT0Px3KOsy9('\x30' + chr(0b1011111 + 0o20) + chr(49), 8))
return o883j_AF0RrD
|
apache/incubator-superset
|
superset/viz.py
|
PartitionViz.nest_values
|
def nest_values(self, levels, level=0, metric=None, dims=()):
"""
Nest values at each level on the back-end with
access and setting, instead of summing from the bottom.
"""
if not level:
return [{
'name': m,
'val': levels[0][m],
'children': self.nest_values(levels, 1, m),
} for m in levels[0].index]
if level == 1:
return [{
'name': i,
'val': levels[1][metric][i],
'children': self.nest_values(levels, 2, metric, (i,)),
} for i in levels[1][metric].index]
if level >= len(levels):
return []
return [{
'name': i,
'val': levels[level][metric][dims][i],
'children': self.nest_values(
levels, level + 1, metric, dims + (i,),
),
} for i in levels[level][metric][dims].index]
|
python
|
def nest_values(self, levels, level=0, metric=None, dims=()):
"""
Nest values at each level on the back-end with
access and setting, instead of summing from the bottom.
"""
if not level:
return [{
'name': m,
'val': levels[0][m],
'children': self.nest_values(levels, 1, m),
} for m in levels[0].index]
if level == 1:
return [{
'name': i,
'val': levels[1][metric][i],
'children': self.nest_values(levels, 2, metric, (i,)),
} for i in levels[1][metric].index]
if level >= len(levels):
return []
return [{
'name': i,
'val': levels[level][metric][dims][i],
'children': self.nest_values(
levels, level + 1, metric, dims + (i,),
),
} for i in levels[level][metric][dims].index]
|
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] |
Nest values at each level on the back-end with
access and setting, instead of summing from the bottom.
|
[
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"-",
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"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/viz.py#L2701-L2726
|
train
|
Nest values at each level on the back - end with
access and setting instead of summing from the bottom.
|
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(0b1111 + 0o44) + chr(2194 - 2146) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(6185 - 6074) + chr(50) + chr(0b110101) + chr(0b11111 + 0o27), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110) + chr(0b1111 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b110010) + chr(1039 - 991) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101010 + 0o10) + chr(0b110011) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10 + 0o61) + chr(0b110011) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000001 + 0o56) + '\x37' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\066' + chr(0b101011 + 0o5), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b11100 + 0o24) + chr(0b111 + 0o57), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1613 - 1502) + chr(0b110010) + '\x32' + chr(0b100110 + 0o15), 62157 - 62149), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(1293 - 1244) + chr(0b1100 + 0o50), 0o10), ehT0Px3KOsy9('\x30' + chr(3886 - 3775) + chr(2171 - 2121) + chr(0b110000) + chr(0b110001), 8), ehT0Px3KOsy9(chr(1205 - 1157) + '\x6f' + '\063' + '\x35' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + '\066' + '\060', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101010 + 0o11) + chr(1127 - 1077) + chr(0b100110 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b1100 + 0o46) + chr(469 - 414), 61592 - 61584), ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(1577 - 1528) + chr(49) + chr(53), 31369 - 31361), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\060' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + chr(1004 - 950) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(737 - 687) + chr(50) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\067' + chr(0b101111 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(1438 - 1327) + chr(0b110011) + chr(49) + chr(0b101001 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(51) + '\063' + chr(0b1100 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + '\x34' + '\x32', 51563 - 51555), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100000 + 0o21) + chr(0b110011) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b101001 + 0o11) + chr(0b101111 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b110001 + 0o4) + '\x34', 64682 - 64674), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(4273 - 4162) + '\062' + chr(0b110011) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + '\061' + chr(53) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(1828 - 1717) + chr(0b110001) + chr(0b110011) + '\063', 26542 - 26534), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + '\063' + '\061' + chr(50), 27782 - 27774), ehT0Px3KOsy9(chr(599 - 551) + chr(7482 - 7371) + '\061' + chr(48) + chr(411 - 362), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(48) + '\062', 0o10), ehT0Px3KOsy9(chr(1948 - 1900) + '\157' + '\x37' + chr(2523 - 2470), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + chr(0b101111 + 0o3) + chr(0b110100) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(0b100111 + 0o14) + chr(990 - 942) + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b1110 + 0o47) + chr(1104 - 1053), 47527 - 47519), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100110 + 0o15) + '\x34' + '\066', 13409 - 13401), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x31', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xef'), chr(100) + '\145' + chr(0b1011011 + 0o10) + chr(324 - 213) + '\144' + chr(0b0 + 0o145))('\x75' + chr(2946 - 2830) + '\x66' + chr(1038 - 993) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Nrt6W4w8QBx6(oVre8I6UXc3b, o883j_AF0RrD, K3VjCQe_lvJZ=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x30', 21492 - 21484), UyTbk4dY9zDl=None, RbZ6GZw6Nz_V=()):
if not K3VjCQe_lvJZ:
return [{xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xcf\\\xe4'), chr(0b1100100) + chr(101) + chr(0b101011 + 0o70) + chr(0b1101111) + '\144' + chr(0b1000001 + 0o44))(chr(117) + chr(6930 - 6814) + chr(102) + '\x2d' + chr(56)): r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xcf]'), '\x64' + chr(0b10110 + 0o117) + chr(0b1100011) + chr(111) + chr(0b110011 + 0o61) + '\x65')('\x75' + chr(13075 - 12959) + chr(7825 - 7723) + chr(45) + chr(977 - 921)): o883j_AF0RrD[ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + '\060', 8)][r8ufID9JCHnI], xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xc6X\xed\xf9\xa8[\xde'), '\144' + chr(101) + '\x63' + chr(0b101111 + 0o100) + chr(0b110110 + 0o56) + '\x65')('\x75' + chr(116) + '\x66' + '\055' + chr(0b10 + 0o66)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xcbB\xf5\xc2\xac_\xdc\xf3b\xe0'), '\144' + chr(101) + chr(0b1100011) + chr(0b110011 + 0o74) + '\x64' + chr(0b101 + 0o140))(chr(0b1001 + 0o154) + chr(11873 - 11757) + '\x66' + '\x2d' + '\070'))(o883j_AF0RrD, ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(1651 - 1602), 0o10), r8ufID9JCHnI)} for r8ufID9JCHnI in xafqLlk3kkUe(o883j_AF0RrD[ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\x30', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xca^\xf6\xcf\xb8t\xfb\xdcP\xdf5'), chr(0b1100100) + '\x65' + chr(99) + chr(111) + '\144' + '\x65')(chr(117) + chr(116) + chr(0b1000 + 0o136) + chr(45) + chr(2927 - 2871)))]
if K3VjCQe_lvJZ == ehT0Px3KOsy9(chr(246 - 198) + chr(0b1001000 + 0o47) + chr(361 - 312), 8):
return [{xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xcf\\\xe4'), '\x64' + chr(0b110101 + 0o60) + '\143' + '\157' + '\144' + '\x65')('\x75' + '\164' + chr(0b1100110) + chr(45) + '\x38'): WVxHKyX45z_L, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xcf]'), chr(100) + chr(8915 - 8814) + chr(99) + chr(0b1101111) + chr(2945 - 2845) + chr(0b1100101))('\165' + chr(0b1101011 + 0o11) + '\x66' + chr(1324 - 1279) + '\070'): o883j_AF0RrD[ehT0Px3KOsy9('\x30' + chr(292 - 181) + '\061', 8)][UyTbk4dY9zDl][WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xc6X\xed\xf9\xa8[\xde'), chr(100) + chr(0b1100101) + chr(0b11011 + 0o110) + '\157' + chr(0b1100100) + chr(101))('\x75' + chr(6548 - 6432) + chr(0b1001010 + 0o34) + '\x2d' + chr(1488 - 1432)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xcbB\xf5\xc2\xac_\xdc\xf3b\xe0'), '\x64' + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + '\145')(chr(9235 - 9118) + chr(116) + '\x66' + '\x2d' + chr(0b111000 + 0o0)))(o883j_AF0RrD, ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1065 - 1015), 57355 - 57347), UyTbk4dY9zDl, (WVxHKyX45z_L,))} for WVxHKyX45z_L in xafqLlk3kkUe(o883j_AF0RrD[ehT0Px3KOsy9(chr(1906 - 1858) + chr(111) + chr(49), 8)][UyTbk4dY9zDl], xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xca^\xf6\xcf\xb8t\xfb\xdcP\xdf5'), '\144' + '\145' + chr(0b10001 + 0o122) + '\x6f' + chr(100) + chr(1723 - 1622))(chr(6866 - 6749) + chr(12545 - 12429) + chr(0b1011110 + 0o10) + chr(0b111 + 0o46) + chr(0b0 + 0o70)))]
if K3VjCQe_lvJZ >= c2A0yzQpDQB3(o883j_AF0RrD):
return []
return [{xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xcf\\\xe4'), chr(9061 - 8961) + chr(0b11010 + 0o113) + chr(471 - 372) + '\157' + chr(0b1100100) + chr(0b10101 + 0o120))('\165' + '\164' + chr(102) + chr(0b11010 + 0o23) + '\070'): WVxHKyX45z_L, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xcf]'), chr(100) + chr(101) + chr(99) + chr(111) + chr(2481 - 2381) + '\145')('\x75' + '\164' + '\146' + chr(394 - 349) + chr(0b11011 + 0o35)): o883j_AF0RrD[K3VjCQe_lvJZ][UyTbk4dY9zDl][RbZ6GZw6Nz_V][WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xc6X\xed\xf9\xa8[\xde'), '\x64' + chr(4334 - 4233) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(6446 - 6345))(chr(0b1110101) + chr(0b100111 + 0o115) + chr(9162 - 9060) + chr(45) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\xcbB\xf5\xc2\xac_\xdc\xf3b\xe0'), chr(100) + chr(0b1100101) + '\143' + chr(9196 - 9085) + '\144' + chr(101))(chr(0b1110101) + chr(6879 - 6763) + '\146' + '\x2d' + '\x38'))(o883j_AF0RrD, K3VjCQe_lvJZ + ehT0Px3KOsy9(chr(2242 - 2194) + chr(111) + chr(1235 - 1186), 8), UyTbk4dY9zDl, RbZ6GZw6Nz_V + (WVxHKyX45z_L,))} for WVxHKyX45z_L in xafqLlk3kkUe(o883j_AF0RrD[K3VjCQe_lvJZ][UyTbk4dY9zDl][RbZ6GZw6Nz_V], xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xca^\xf6\xcf\xb8t\xfb\xdcP\xdf5'), chr(0b1100100) + chr(0b1100 + 0o131) + '\143' + chr(0b1101111) + chr(6720 - 6620) + chr(0b101010 + 0o73))(chr(117) + chr(7957 - 7841) + chr(102) + '\055' + chr(56)))]
|
apache/incubator-superset
|
superset/connectors/base/models.py
|
BaseDatasource.short_data
|
def short_data(self):
"""Data representation of the datasource sent to the frontend"""
return {
'edit_url': self.url,
'id': self.id,
'uid': self.uid,
'schema': self.schema,
'name': self.name,
'type': self.type,
'connection': self.connection,
'creator': str(self.created_by),
}
|
python
|
def short_data(self):
"""Data representation of the datasource sent to the frontend"""
return {
'edit_url': self.url,
'id': self.id,
'uid': self.uid,
'schema': self.schema,
'name': self.name,
'type': self.type,
'connection': self.connection,
'creator': str(self.created_by),
}
|
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":",
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",",
"'id'",
":",
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",",
"'uid'",
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"self",
".",
"uid",
",",
"'schema'",
":",
"self",
".",
"schema",
",",
"'name'",
":",
"self",
".",
"name",
",",
"'type'",
":",
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",",
"'connection'",
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"connection",
",",
"'creator'",
":",
"str",
"(",
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")",
",",
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] |
Data representation of the datasource sent to the frontend
|
[
"Data",
"representation",
"of",
"the",
"datasource",
"sent",
"to",
"the",
"frontend"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/connectors/base/models.py#L148-L159
|
train
|
Return a dict representation of the datasource sent to the frontend
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110110), 2989 - 2981), ehT0Px3KOsy9(chr(117 - 69) + '\157' + chr(0b1011 + 0o46) + '\x31' + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(0b11111 + 0o22), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(887 - 776) + '\061' + chr(0b110000) + chr(2089 - 2040), 13031 - 13023), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(51) + chr(50) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10872 - 10761) + '\x32' + '\x30' + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2414 - 2364) + '\062' + chr(0b111 + 0o55), 46866 - 46858), ehT0Px3KOsy9(chr(48) + chr(4639 - 4528) + chr(0b11011 + 0o30) + '\061' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\x32' + chr(0b100101 + 0o15) + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(0b100100 + 0o113) + chr(563 - 512) + chr(51) + chr(0b110010 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + chr(0b11000 + 0o31) + chr(2608 - 2553) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b10010 + 0o41) + chr(0b1111 + 0o46) + chr(1862 - 1811), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(50) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1788 - 1737) + chr(1587 - 1534), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + '\061' + chr(0b110001) + chr(0b11110 + 0o31), 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(55) + '\063', 0b1000), ehT0Px3KOsy9(chr(1826 - 1778) + chr(11460 - 11349) + chr(0b100110 + 0o15) + chr(53) + chr(0b101111 + 0o7), 6458 - 6450), ehT0Px3KOsy9(chr(169 - 121) + chr(2171 - 2060) + chr(51) + chr(638 - 583) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\063' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(11170 - 11059) + chr(51) + chr(0b10011 + 0o37) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101011 + 0o6) + chr(55) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + chr(51) + chr(50) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(2016 - 1966) + '\x32' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(723 - 675) + chr(111) + '\x32' + chr(48), 24640 - 24632), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b11111 + 0o21) + '\063', 0o10), ehT0Px3KOsy9(chr(378 - 330) + chr(0b1001001 + 0o46) + '\062' + '\064' + chr(1683 - 1631), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b101110 + 0o7), 0o10), ehT0Px3KOsy9(chr(536 - 488) + '\157' + '\x36' + chr(48), 18892 - 18884), ehT0Px3KOsy9(chr(1861 - 1813) + chr(3429 - 3318) + chr(0b110110) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\x30' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11348 - 11237) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10111 + 0o33) + chr(1587 - 1533) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1650 - 1598) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(2024 - 1974) + chr(1844 - 1795) + '\x36', 17001 - 16993), ehT0Px3KOsy9(chr(48) + chr(6991 - 6880) + '\x35' + chr(986 - 932), 3656 - 3648), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b100110 + 0o13) + chr(0b101 + 0o57) + '\063', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(0b110011) + '\067' + chr(1894 - 1842), 63442 - 63434), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(774 - 726) + chr(2070 - 2015), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3963 - 3852) + chr(1871 - 1822) + chr(1733 - 1680) + chr(0b110011), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(0b1100100) + chr(0b10010 + 0o123) + '\x63' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(12482 - 12365) + chr(0b100001 + 0o123) + '\x66' + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KrY__kPKZ1y8(oVre8I6UXc3b):
return {xafqLlk3kkUe(SXOLrMavuUCe(b'}z&U\x1e\xa4\xf1\xf8'), '\144' + '\145' + '\x63' + chr(0b1101111) + chr(0b10010 + 0o122) + '\145')(chr(117) + '\x74' + '\x66' + chr(0b10110 + 0o27) + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'ml#'), chr(0b1100100) + '\145' + '\x63' + chr(0b101110 + 0o101) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b110 + 0o156) + chr(102) + '\055' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'qz'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1100011 + 0o2))('\x75' + '\164' + chr(0b1100110) + chr(45) + '\070'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'b&\nI\x03\xbd\xda\xdd\xfb\xd6\xa4H'), chr(0b1100100) + '\145' + '\143' + chr(111) + chr(0b1000010 + 0o42) + '\x65')(chr(117) + chr(0b1100 + 0o150) + chr(102) + chr(1663 - 1618) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'mw+'), '\x64' + chr(2988 - 2887) + chr(6245 - 6146) + chr(111) + '\x64' + '\145')('\165' + '\164' + '\146' + chr(45) + chr(0b0 + 0o70)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'UU$l3\xe3\xb6\xd1\x9f\xfa\xa6\x0e'), '\x64' + chr(0b1011111 + 0o6) + '\143' + '\x6f' + '\x64' + chr(101))('\x75' + '\x74' + '\146' + chr(0b101101) + chr(309 - 253))), xafqLlk3kkUe(SXOLrMavuUCe(b"k}'D,\xb0"), chr(8651 - 8551) + '\145' + '\143' + '\157' + '\x64' + chr(0b1001 + 0o134))('\165' + '\164' + '\146' + chr(0b11101 + 0o20) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"k}'D,\xb0"), '\144' + chr(101) + chr(0b1100011) + chr(3186 - 3075) + chr(6899 - 6799) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + chr(2886 - 2830))), xafqLlk3kkUe(SXOLrMavuUCe(b'v\x7f"D'), '\x64' + chr(0b1001111 + 0o26) + chr(7833 - 7734) + '\x6f' + chr(0b1100100) + chr(124 - 23))('\x75' + chr(10913 - 10797) + chr(0b1100110) + '\055' + chr(0b1100 + 0o54)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'YW9k\x13\xab\xcf\xf0\x8d\xf2\xbb:'), chr(5874 - 5774) + chr(101) + '\143' + chr(9767 - 9656) + chr(0b1100100) + '\x65')(chr(0b11100 + 0o131) + chr(7036 - 6920) + chr(0b100000 + 0o106) + chr(0b1101 + 0o40) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'lg?D'), '\144' + chr(0b111011 + 0o52) + chr(0b100110 + 0o75) + '\x6f' + '\x64' + '\145')(chr(117) + '\164' + chr(102) + chr(1148 - 1103) + chr(0b101000 + 0o20)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'lg?D'), chr(1454 - 1354) + '\145' + chr(4221 - 4122) + '\x6f' + chr(100) + chr(101))(chr(0b1010000 + 0o45) + chr(116) + chr(102) + chr(457 - 412) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'{q!O$\xb2\xf7\xfd\xa6\xfa'), chr(1430 - 1330) + '\x65' + chr(0b1111 + 0o124) + chr(7362 - 7251) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1101000 + 0o14) + '\x66' + chr(0b101101) + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'{q!O$\xb2\xf7\xfd\xa6\xfa'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b10000 + 0o124) + '\145')(chr(0b1010111 + 0o36) + chr(116) + chr(1223 - 1121) + '\x2d' + chr(0b110001 + 0o7))), xafqLlk3kkUe(SXOLrMavuUCe(b'{l*@5\xbe\xf1'), chr(0b1100100) + chr(101) + chr(0b1010111 + 0o14) + chr(11107 - 10996) + '\x64' + chr(0b110011 + 0o62))('\165' + '\164' + chr(1355 - 1253) + '\x2d' + '\070'): M8_cKLkHVB2V(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'{l*@5\xb4\xe7\xcb\xab\xed'), '\x64' + chr(101) + chr(0b1100011) + chr(111) + chr(0b100100 + 0o100) + '\x65')(chr(0b11011 + 0o132) + chr(0b1110011 + 0o1) + chr(0b1100110) + '\055' + '\070')))}
|
apache/incubator-superset
|
superset/connectors/base/models.py
|
BaseDatasource.data
|
def data(self):
"""Data representation of the datasource sent to the frontend"""
order_by_choices = []
# self.column_names return sorted column_names
for s in self.column_names:
s = str(s or '')
order_by_choices.append((json.dumps([s, True]), s + ' [asc]'))
order_by_choices.append((json.dumps([s, False]), s + ' [desc]'))
verbose_map = {'__timestamp': 'Time'}
verbose_map.update({
o.metric_name: o.verbose_name or o.metric_name
for o in self.metrics
})
verbose_map.update({
o.column_name: o.verbose_name or o.column_name
for o in self.columns
})
return {
# simple fields
'id': self.id,
'column_formats': self.column_formats,
'description': self.description,
'database': self.database.data, # pylint: disable=no-member
'default_endpoint': self.default_endpoint,
'filter_select': self.filter_select_enabled, # TODO deprecate
'filter_select_enabled': self.filter_select_enabled,
'name': self.name,
'datasource_name': self.datasource_name,
'type': self.type,
'schema': self.schema,
'offset': self.offset,
'cache_timeout': self.cache_timeout,
'params': self.params,
'perm': self.perm,
'edit_url': self.url,
# sqla-specific
'sql': self.sql,
# one to many
'columns': [o.data for o in self.columns],
'metrics': [o.data for o in self.metrics],
# TODO deprecate, move logic to JS
'order_by_choices': order_by_choices,
'owners': [owner.id for owner in self.owners],
'verbose_map': verbose_map,
'select_star': self.select_star,
}
|
python
|
def data(self):
"""Data representation of the datasource sent to the frontend"""
order_by_choices = []
# self.column_names return sorted column_names
for s in self.column_names:
s = str(s or '')
order_by_choices.append((json.dumps([s, True]), s + ' [asc]'))
order_by_choices.append((json.dumps([s, False]), s + ' [desc]'))
verbose_map = {'__timestamp': 'Time'}
verbose_map.update({
o.metric_name: o.verbose_name or o.metric_name
for o in self.metrics
})
verbose_map.update({
o.column_name: o.verbose_name or o.column_name
for o in self.columns
})
return {
# simple fields
'id': self.id,
'column_formats': self.column_formats,
'description': self.description,
'database': self.database.data, # pylint: disable=no-member
'default_endpoint': self.default_endpoint,
'filter_select': self.filter_select_enabled, # TODO deprecate
'filter_select_enabled': self.filter_select_enabled,
'name': self.name,
'datasource_name': self.datasource_name,
'type': self.type,
'schema': self.schema,
'offset': self.offset,
'cache_timeout': self.cache_timeout,
'params': self.params,
'perm': self.perm,
'edit_url': self.url,
# sqla-specific
'sql': self.sql,
# one to many
'columns': [o.data for o in self.columns],
'metrics': [o.data for o in self.metrics],
# TODO deprecate, move logic to JS
'order_by_choices': order_by_choices,
'owners': [owner.id for owner in self.owners],
'verbose_map': verbose_map,
'select_star': self.select_star,
}
|
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"'column_formats'",
":",
"self",
".",
"column_formats",
",",
"'description'",
":",
"self",
".",
"description",
",",
"'database'",
":",
"self",
".",
"database",
".",
"data",
",",
"# pylint: disable=no-member",
"'default_endpoint'",
":",
"self",
".",
"default_endpoint",
",",
"'filter_select'",
":",
"self",
".",
"filter_select_enabled",
",",
"# TODO deprecate",
"'filter_select_enabled'",
":",
"self",
".",
"filter_select_enabled",
",",
"'name'",
":",
"self",
".",
"name",
",",
"'datasource_name'",
":",
"self",
".",
"datasource_name",
",",
"'type'",
":",
"self",
".",
"type",
",",
"'schema'",
":",
"self",
".",
"schema",
",",
"'offset'",
":",
"self",
".",
"offset",
",",
"'cache_timeout'",
":",
"self",
".",
"cache_timeout",
",",
"'params'",
":",
"self",
".",
"params",
",",
"'perm'",
":",
"self",
".",
"perm",
",",
"'edit_url'",
":",
"self",
".",
"url",
",",
"# sqla-specific",
"'sql'",
":",
"self",
".",
"sql",
",",
"# one to many",
"'columns'",
":",
"[",
"o",
".",
"data",
"for",
"o",
"in",
"self",
".",
"columns",
"]",
",",
"'metrics'",
":",
"[",
"o",
".",
"data",
"for",
"o",
"in",
"self",
".",
"metrics",
"]",
",",
"# TODO deprecate, move logic to JS",
"'order_by_choices'",
":",
"order_by_choices",
",",
"'owners'",
":",
"[",
"owner",
".",
"id",
"for",
"owner",
"in",
"self",
".",
"owners",
"]",
",",
"'verbose_map'",
":",
"verbose_map",
",",
"'select_star'",
":",
"self",
".",
"select_star",
",",
"}"
] |
Data representation of the datasource sent to the frontend
|
[
"Data",
"representation",
"of",
"the",
"datasource",
"sent",
"to",
"the",
"frontend"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/connectors/base/models.py#L166-L215
|
train
|
Return a dictionary representation of the datasource
|
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 + 0o0) + chr(969 - 919) + chr(53) + chr(0b110001 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(1365 - 1316) + '\065' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1302 - 1254) + chr(0b1101111) + chr(0b110010) + chr(48) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\060' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(2095 - 2043) + chr(0b1011 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(1896 - 1848) + '\157' + chr(360 - 309) + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9(chr(766 - 718) + chr(0b101011 + 0o104) + '\062' + chr(2232 - 2184) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2022 - 1973) + '\x30' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b110011) + chr(0b110101) + chr(0b100011 + 0o21), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(50) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110010) + '\x31' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(49) + chr(0b110010) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(78 - 27) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(1286 - 1175) + '\062' + '\060' + '\x37', 0b1000), ehT0Px3KOsy9(chr(1890 - 1842) + '\157' + '\x33' + '\065' + chr(2337 - 2282), ord("\x08")), ehT0Px3KOsy9(chr(2076 - 2028) + chr(111) + chr(49) + '\x36' + chr(2345 - 2290), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1 + 0o62) + chr(2054 - 2001) + chr(656 - 604), 8), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b110011) + '\x33' + chr(0b11111 + 0o27), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(1452 - 1400) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(0b110010) + chr(0b11010 + 0o35) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1982 - 1933) + chr(0b101001 + 0o14) + chr(155 - 104), 40846 - 40838), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + '\061' + '\x33' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(530 - 482), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(49) + chr(0b110100) + chr(0b1100 + 0o53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10101 + 0o35) + '\062' + chr(0b11101 + 0o25), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + chr(0b110011) + chr(0b110110) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1515 - 1467) + chr(0b1001011 + 0o44) + '\063' + chr(55) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101001 + 0o10) + chr(1779 - 1725) + chr(0b10101 + 0o33), 0o10), ehT0Px3KOsy9(chr(755 - 707) + '\157' + chr(0b110011) + chr(517 - 468) + chr(0b10110 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(204 - 154) + chr(0b110011) + chr(975 - 920), ord("\x08")), ehT0Px3KOsy9(chr(1275 - 1227) + chr(0b1101111) + chr(0b110111) + chr(0b100000 + 0o27), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b101111 + 0o2) + chr(51) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(0b110011) + chr(0b110111) + chr(191 - 143), 20502 - 20494), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2030 - 1980) + chr(0b101000 + 0o12) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b110100 + 0o73) + '\x32' + chr(874 - 820) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(558 - 507) + '\x32' + chr(0b1110 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(2508 - 2456) + chr(53), 51740 - 51732), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b110011) + chr(0b110111) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(12095 - 11984) + chr(1738 - 1688) + '\x33' + chr(0b110111), 8), ehT0Px3KOsy9(chr(1925 - 1877) + chr(0b1100011 + 0o14) + chr(757 - 708) + '\x36' + chr(265 - 212), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2173 - 2125) + chr(0b1101111) + chr(0b110101) + chr(1113 - 1065), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x84'), chr(2289 - 2189) + chr(0b1100101) + chr(6245 - 6146) + '\x6f' + chr(0b1101 + 0o127) + chr(101))(chr(5524 - 5407) + chr(0b1001 + 0o153) + '\146' + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ULnjp6D6efFH(oVre8I6UXc3b):
xLgepUDGEaqW = []
for vGrByMSYMp9h in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x05\xe9\xb3\xcdw\xdd)\x8d\xfb\xea"'), '\x64' + chr(0b1100101) + '\x63' + chr(0b10010 + 0o135) + '\144' + chr(0b1100101))('\165' + chr(0b101110 + 0o106) + chr(102) + '\055' + chr(56))):
vGrByMSYMp9h = M8_cKLkHVB2V(vGrByMSYMp9h or xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1001101 + 0o42) + chr(100) + '\145')(chr(117) + '\164' + chr(0b1000110 + 0o40) + chr(0b101101) + chr(0b111000)))
xafqLlk3kkUe(xLgepUDGEaqW, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\x1a\xf5\xa3\xce}'), chr(5734 - 5634) + chr(0b11101 + 0o110) + '\143' + chr(0b1101111) + chr(100) + '\x65')('\x75' + '\164' + chr(102) + '\055' + chr(0b111000)))((xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x1f\xe8\xb6\xd3'), chr(5818 - 5718) + '\x65' + chr(0b1100011) + '\157' + chr(3268 - 3168) + '\x65')('\x75' + chr(116) + '\x66' + '\x2d' + chr(56)))([vGrByMSYMp9h, ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001), 0o10)]), vGrByMSYMp9h + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a1\xe4\xb5\xc3D'), '\x64' + chr(0b100111 + 0o76) + '\143' + chr(8514 - 8403) + chr(0b1100100) + chr(101))(chr(0b1010111 + 0o36) + chr(0b1101010 + 0o12) + '\146' + '\x2d' + chr(0b111000 + 0o0))))
xafqLlk3kkUe(xLgepUDGEaqW, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\x1a\xf5\xa3\xce}'), chr(100) + chr(101) + chr(99) + chr(3076 - 2965) + chr(0b101100 + 0o70) + chr(0b1001110 + 0o27))(chr(0b101010 + 0o113) + '\164' + '\146' + chr(0b101101) + chr(56)))((xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x1f\xe8\xb6\xd3'), chr(0b1100100) + chr(0b100100 + 0o101) + chr(0b1010110 + 0o15) + chr(0b1101111) + chr(100) + '\145')('\x75' + '\x74' + '\x66' + '\x2d' + chr(0b111000)))([vGrByMSYMp9h, ehT0Px3KOsy9(chr(510 - 462) + '\x6f' + '\x30', 17655 - 17647)]), vGrByMSYMp9h + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a1\xe1\xa3\xd3z\xdf'), chr(0b1100100) + chr(9581 - 9480) + '\143' + chr(3753 - 3642) + chr(9729 - 9629) + '\x65')(chr(0b1110101) + '\x74' + '\146' + chr(45) + chr(169 - 113))))
bMvOYlu6Qo_t = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xf55\xf1\xaf\xcd|\xf13\x8d\xfb\xff'), chr(6888 - 6788) + chr(4437 - 4336) + chr(0b1100011) + chr(0b1101111) + chr(0b1000101 + 0o37) + chr(0b111010 + 0o53))('\165' + chr(116) + '\x66' + '\x2d' + chr(0b111000)): xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\x03\xe8\xa3'), '\x64' + chr(2464 - 2363) + chr(0b1100011) + chr(1329 - 1218) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(1589 - 1544) + '\070')}
xafqLlk3kkUe(bMvOYlu6Qo_t, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x1e\xc4\x83\xc9W\xc8)\x95\xa2\xeaa'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(111) + chr(5320 - 5220) + '\145')('\165' + chr(12816 - 12700) + chr(0b1100110) + chr(0b101101 + 0o0) + '\x38'))({xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x0f\xf1\xb4\xc9z\xdd)\x8d\xfb\xea'), '\x64' + chr(9740 - 9639) + chr(0b10101 + 0o116) + chr(11926 - 11815) + chr(100) + chr(2817 - 2716))(chr(3767 - 3650) + chr(116) + chr(102) + chr(0b100100 + 0o11) + '\x38')): xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\x0f\xf7\xa4\xcfj\xe7\x18\x82\xf7\xe24'), chr(6437 - 6337) + chr(0b1100101) + '\x63' + '\157' + chr(5092 - 4992) + chr(0b1100101))(chr(0b1110101) + chr(0b1001110 + 0o46) + chr(0b111010 + 0o54) + chr(45) + chr(1667 - 1611))) or xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x0f\xf1\xb4\xc9z\xdd)\x8d\xfb\xea'), chr(100) + chr(6555 - 6454) + chr(0b1100011) + '\x6f' + chr(7395 - 7295) + '\x65')(chr(117) + chr(0b1110100) + chr(2920 - 2818) + '\x2d' + '\x38')) for gb6ab8SSTLgq in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd33\xe0\xa1\xedh\xc6(\xbf\xf0\xfcd'), chr(0b100001 + 0o103) + '\145' + '\x63' + '\157' + chr(100) + '\145')('\165' + '\164' + '\x66' + '\x2d' + chr(0b101010 + 0o16)))})
xafqLlk3kkUe(bMvOYlu6Qo_t, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x1e\xc4\x83\xc9W\xc8)\x95\xa2\xeaa'), chr(100) + chr(101) + '\143' + chr(2987 - 2876) + chr(100) + chr(0b1100 + 0o131))(chr(117) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b100 + 0o64)))({xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x05\xe9\xb3\xcdw\xdd)\x8d\xfb\xea'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(6095 - 5984) + chr(0b1010111 + 0o15) + chr(101))(chr(0b10000 + 0o145) + chr(116) + chr(102) + chr(890 - 845) + chr(0b10 + 0o66))): xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\x0f\xf7\xa4\xcfj\xe7\x18\x82\xf7\xe24'), chr(0b1001100 + 0o30) + chr(101) + chr(99) + chr(111) + '\144' + chr(0b1001101 + 0o30))('\165' + chr(116) + '\x66' + '\x2d' + chr(0b1010 + 0o56))) or xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x05\xe9\xb3\xcdw\xdd)\x8d\xfb\xea'), chr(100) + chr(667 - 566) + chr(99) + chr(1423 - 1312) + chr(100) + '\145')(chr(5916 - 5799) + '\164' + chr(4282 - 4180) + chr(45) + '\x38')) for gb6ab8SSTLgq in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb!\xe9\x9e\xe2m\xect\xbc\xdd\xf6e'), chr(0b11 + 0o141) + '\x65' + chr(0b11 + 0o140) + chr(6387 - 6276) + '\x64' + chr(0b1101 + 0o130))(chr(0b1010 + 0o153) + '\x74' + chr(102) + '\055' + chr(0b10111 + 0o41)))})
return {xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x0e'), '\144' + '\145' + '\143' + chr(0b1101111) + chr(890 - 790) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b101101) + chr(1758 - 1702)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0R\xc0\xae\xe2u\xdb\x0e\xde\xd4\xf7e'), '\x64' + '\145' + chr(8979 - 8880) + chr(0b1000 + 0o147) + '\144' + '\x65')(chr(2633 - 2516) + '\164' + chr(102) + '\x2d' + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x05\xe9\xb3\xcdw\xdd!\x83\xe4\xe20m\xf4'), chr(0b10011 + 0o121) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + chr(8896 - 8795))('\x75' + chr(2690 - 2574) + chr(0b101100 + 0o72) + chr(45) + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x05\xe9\xb3\xcdw\xdd!\x83\xe4\xe20m\xf4'), chr(0b1100100) + chr(5430 - 5329) + '\143' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1011011 + 0o32) + chr(0b1101001 + 0o13) + '\x66' + chr(0b100 + 0o51) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x0f\xf6\xa5\xd2p\xf23\x85\xf9\xe1'), chr(100) + chr(0b1000110 + 0o37) + chr(3048 - 2949) + '\157' + chr(4827 - 4727) + '\x65')('\x75' + chr(2095 - 1979) + chr(0b1011000 + 0o16) + chr(1089 - 1044) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x0f\xf6\xa5\xd2p\xf23\x85\xf9\xe1'), chr(0b110110 + 0o56) + chr(0b1001001 + 0o34) + chr(0b1010111 + 0o14) + chr(4929 - 4818) + chr(0b101011 + 0o71) + chr(101))(chr(0b1110101) + chr(6674 - 6558) + chr(0b1100110) + chr(0b11111 + 0o16) + chr(1456 - 1400))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x0b\xf1\xa7\xc2x\xf1"'), chr(100) + '\x65' + chr(99) + chr(111) + chr(7619 - 7519) + chr(1656 - 1555))(chr(0b1100100 + 0o21) + chr(116) + chr(0b1100110) + chr(45) + chr(3058 - 3002)): xafqLlk3kkUe(oVre8I6UXc3b.database, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff&\xeb\xac\xd0/\xc6q\x89\xf0\xc9\x19'), '\x64' + chr(0b100111 + 0o76) + chr(99) + chr(111) + chr(2425 - 2325) + chr(0b1100101))('\165' + '\164' + '\x66' + chr(0b101000 + 0o5) + chr(263 - 207))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x0f\xe3\xa7\xd5u\xf6\x18\x89\xf8\xeb!v\xee\x81\x03'), chr(0b110001 + 0o63) + chr(0b1100101) + '\143' + chr(111) + '\144' + chr(0b1010100 + 0o21))(chr(117) + chr(116) + '\x66' + chr(797 - 752) + chr(0b100010 + 0o26)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x0f\xe3\xa7\xd5u\xf6\x18\x89\xf8\xeb!v\xee\x81\x03'), chr(471 - 371) + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(0b110100 + 0o61))(chr(12743 - 12626) + chr(6766 - 6650) + chr(102) + chr(46 - 1) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x03\xe9\xb2\xc5k\xdd4\x89\xfa\xea2m'), chr(0b1000 + 0o134) + chr(0b1011111 + 0o6) + '\x63' + chr(111) + '\x64' + chr(2437 - 2336))('\x75' + '\x74' + chr(0b110011 + 0o63) + '\x2d' + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x03\xe9\xb2\xc5k\xdd4\x89\xfa\xea2m\xd8\x8a\x19\x8d\xbc\x8d\xda\x0f'), chr(0b100 + 0o140) + chr(101) + '\143' + chr(5763 - 5652) + chr(100) + chr(2792 - 2691))('\x75' + '\164' + '\146' + chr(0b101101) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x03\xe9\xb2\xc5k\xdd4\x89\xfa\xea2m\xd8\x8a\x19\x8d\xbc\x8d\xda\x0f'), chr(9452 - 9352) + chr(101) + chr(99) + '\x6f' + '\x64' + chr(101))(chr(117) + chr(0b1110100) + chr(3675 - 3573) + '\055' + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x03\xe9\xb2\xc5k\xdd4\x89\xfa\xea2m\xd8\x8a\x19\x8d\xbc\x8d\xda\x0f'), chr(100) + chr(0b1100101) + '\x63' + chr(0b100000 + 0o117) + chr(100) + chr(0b1100101))(chr(117) + chr(0b1000001 + 0o63) + chr(546 - 444) + chr(1243 - 1198) + chr(0b10101 + 0o43))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4\x0b\xe8\xa3'), chr(1372 - 1272) + chr(101) + chr(99) + chr(371 - 260) + chr(0b1100100) + chr(0b11000 + 0o115))('\x75' + chr(0b1110100) + '\x66' + chr(0b100 + 0o51) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb#\xf3\x8c\xf2c\xce#\xa8\xf0\xe8\x17'), '\x64' + chr(0b1100101) + '\143' + '\x6f' + '\x64' + chr(0b11110 + 0o107))(chr(117) + '\164' + chr(0b1100110) + chr(1824 - 1779) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x0b\xf1\xa7\xd3v\xf75\x8f\xf3\xd0?x\xea\x8a'), chr(100) + '\x65' + chr(99) + chr(3199 - 3088) + chr(100) + '\x65')(chr(0b1001110 + 0o47) + chr(2724 - 2608) + '\x66' + chr(417 - 372) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x0b\xf1\xa7\xd3v\xf75\x8f\xf3\xd0?x\xea\x8a'), chr(0b1100100) + chr(0b110011 + 0o62) + '\143' + chr(0b1100111 + 0o10) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b10110 + 0o27) + chr(731 - 675))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\x13\xf5\xa3'), chr(3295 - 3195) + chr(0b1010001 + 0o24) + chr(2785 - 2686) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(116) + chr(7450 - 7348) + chr(0b101101) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\x13\xf5\xa3'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(116) + chr(0b11001 + 0o115) + chr(0b101001 + 0o4) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\t\xed\xa3\xcdx'), chr(0b111001 + 0o53) + chr(0b1001 + 0o134) + chr(0b1100011) + chr(0b1101111) + chr(6943 - 6843) + '\145')(chr(1112 - 995) + chr(0b111101 + 0o67) + '\146' + chr(45) + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\t\xed\xa3\xcdx'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(6015 - 5899) + chr(0b1100110) + chr(45) + chr(1393 - 1337))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x0c\xe3\xb5\xc5m'), '\x64' + chr(0b1100101) + '\x63' + chr(111) + '\144' + chr(0b1100101))('\165' + chr(0b101001 + 0o113) + chr(0b1100110) + '\x2d' + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x0c\xe3\xb5\xc5m'), chr(0b1001 + 0o133) + '\145' + '\143' + '\157' + chr(5373 - 5273) + chr(101))(chr(9468 - 9351) + '\x74' + chr(0b1100110) + chr(0b101 + 0o50) + chr(0b1000 + 0o60))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x0b\xe6\xae\xc5F\xf6.\x81\xf3\xe0$m'), chr(100) + chr(101) + '\143' + chr(0b110001 + 0o76) + chr(5684 - 5584) + chr(0b111000 + 0o55))(chr(0b101111 + 0o106) + chr(7780 - 7664) + '\x66' + '\055' + '\070'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x0b\xe6\xae\xc5F\xf6.\x81\xf3\xe0$m'), chr(0b1010110 + 0o16) + chr(0b1100101) + chr(0b11 + 0o140) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + '\x74' + chr(102) + chr(0b101101) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x0b\xf7\xa7\xcdj'), chr(6025 - 5925) + chr(731 - 630) + chr(99) + chr(0b101010 + 0o105) + '\144' + chr(0b1100101))('\x75' + '\x74' + chr(0b111011 + 0o53) + '\055' + '\070'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x0b\xf7\xa7\xcdj'), chr(6650 - 6550) + '\x65' + chr(0b1011001 + 0o12) + chr(0b101001 + 0o106) + '\144' + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101 + 0o50) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x0f\xf7\xab'), chr(0b1101 + 0o127) + chr(8486 - 8385) + '\x63' + chr(5563 - 5452) + '\144' + chr(0b110100 + 0o61))(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(1789 - 1733)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x0f\xf7\xab'), chr(2145 - 2045) + chr(0b1100101) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(0b10111 + 0o136) + chr(0b1110100) + chr(102) + chr(1368 - 1323) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\x0e\xec\xb2\xffl\xf0+'), chr(0b1001111 + 0o25) + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + chr(101))(chr(0b1010001 + 0o44) + '\164' + '\146' + chr(0b101101) + chr(0b1001 + 0o57)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf\x18\xe9'), chr(2480 - 2380) + chr(6739 - 6638) + chr(4374 - 4275) + chr(0b1101111) + chr(0b1011101 + 0o7) + '\x65')(chr(117) + chr(0b1001 + 0o153) + chr(1609 - 1507) + '\x2d' + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x1b\xe9'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + '\x64' + chr(101))(chr(117) + chr(116) + '\146' + chr(0b100 + 0o51) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x1b\xe9'), '\x64' + chr(101) + chr(264 - 165) + chr(0b1101111) + chr(0b1000001 + 0o43) + '\145')('\x75' + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x05\xe9\xb3\xcdw\xf1'), chr(0b1100100) + '\145' + chr(9077 - 8978) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1010100 + 0o41) + chr(0b1110000 + 0o4) + '\146' + chr(902 - 857) + '\070'): [xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff&\xeb\xac\xd0/\xc6q\x89\xf0\xc9\x19'), chr(0b110001 + 0o63) + chr(101) + chr(0b11111 + 0o104) + '\157' + '\x64' + chr(0b1100101))('\165' + chr(116) + '\146' + chr(548 - 503) + '\x38')) for gb6ab8SSTLgq in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb!\xe9\x9e\xe2m\xect\xbc\xdd\xf6e'), '\x64' + chr(101) + '\143' + chr(0b101010 + 0o105) + chr(100) + chr(101))('\165' + '\164' + chr(0b110110 + 0o60) + '\x2d' + '\x38'))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x0f\xf1\xb4\xc9z\xf1'), chr(0b1000010 + 0o42) + chr(0b1011011 + 0o12) + chr(3373 - 3274) + chr(0b1101101 + 0o2) + chr(3112 - 3012) + chr(101))('\x75' + chr(116) + chr(102) + chr(0b101101) + chr(0b110100 + 0o4)): [xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff&\xeb\xac\xd0/\xc6q\x89\xf0\xc9\x19'), chr(3995 - 3895) + chr(101) + chr(99) + chr(0b1101111) + chr(619 - 519) + chr(0b1100101))(chr(0b111110 + 0o67) + chr(116) + chr(3050 - 2948) + chr(0b100101 + 0o10) + chr(0b10100 + 0o44))) for gb6ab8SSTLgq in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd33\xe0\xa1\xedh\xc6(\xbf\xf0\xfcd'), chr(9769 - 9669) + '\145' + chr(99) + chr(0b10100 + 0o133) + '\144' + chr(101))(chr(11753 - 11636) + chr(0b1011110 + 0o26) + chr(102) + chr(0b110 + 0o47) + '\x38'))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x18\xe1\xa3\xd2F\xe0>\xb3\xf5\xe7>p\xe4\x8a\x04'), chr(100) + chr(4124 - 4023) + chr(0b1100001 + 0o2) + '\157' + chr(0b1100100) + chr(101))(chr(135 - 18) + chr(0b1010110 + 0o36) + chr(0b1100110) + '\055' + '\x38'): xLgepUDGEaqW, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x1d\xeb\xa3\xd2j'), chr(0b1100100) + '\145' + '\143' + chr(111) + chr(100) + '\x65')(chr(117) + '\x74' + chr(0b1100110) + chr(150 - 105) + chr(0b11 + 0o65)): [xafqLlk3kkUe(M0DwvA16uA9v, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0R\xc0\xae\xe2u\xdb\x0e\xde\xd4\xf7e'), chr(0b1100100) + '\145' + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100100 + 0o1))(chr(117) + chr(0b1010 + 0o152) + chr(0b1011010 + 0o14) + chr(0b101101) + chr(0b111000))) for M0DwvA16uA9v in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x1d\xeb\xa3\xd2j'), '\144' + '\x65' + chr(99) + '\x6f' + '\144' + chr(101))(chr(0b1100100 + 0o21) + chr(116) + '\146' + chr(0b101101) + chr(56)))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\x0f\xf7\xa4\xcfj\xe7\x18\x81\xf7\xff'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(154 - 54) + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + chr(45) + '\070'): bMvOYlu6Qo_t, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x0f\xe9\xa3\xc3m\xdd4\x98\xf7\xfd'), chr(0b1010001 + 0o23) + chr(0b1100101) + '\143' + chr(9080 - 8969) + '\x64' + chr(5150 - 5049))('\x75' + chr(1023 - 907) + '\146' + chr(0b100101 + 0o10) + '\070'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x0f\xe9\xa3\xc3m\xdd4\x98\xf7\xfd'), chr(100) + chr(0b1100101) + chr(0b1011000 + 0o13) + '\x6f' + chr(0b1100100) + chr(0b10 + 0o143))(chr(117) + '\x74' + chr(7198 - 7096) + '\x2d' + chr(0b101001 + 0o17)))}
|
apache/incubator-superset
|
superset/connectors/base/models.py
|
BaseDatasource.get_fk_many_from_list
|
def get_fk_many_from_list(
self, object_list, fkmany, fkmany_class, key_attr):
"""Update ORM one-to-many list from object list
Used for syncing metrics and columns using the same code"""
object_dict = {o.get(key_attr): o for o in object_list}
object_keys = [o.get(key_attr) for o in object_list]
# delete fks that have been removed
fkmany = [o for o in fkmany if getattr(o, key_attr) in object_keys]
# sync existing fks
for fk in fkmany:
obj = object_dict.get(getattr(fk, key_attr))
for attr in fkmany_class.update_from_object_fields:
setattr(fk, attr, obj.get(attr))
# create new fks
new_fks = []
orm_keys = [getattr(o, key_attr) for o in fkmany]
for obj in object_list:
key = obj.get(key_attr)
if key not in orm_keys:
del obj['id']
orm_kwargs = {}
for k in obj:
if (
k in fkmany_class.update_from_object_fields and
k in obj
):
orm_kwargs[k] = obj[k]
new_obj = fkmany_class(**orm_kwargs)
new_fks.append(new_obj)
fkmany += new_fks
return fkmany
|
python
|
def get_fk_many_from_list(
self, object_list, fkmany, fkmany_class, key_attr):
"""Update ORM one-to-many list from object list
Used for syncing metrics and columns using the same code"""
object_dict = {o.get(key_attr): o for o in object_list}
object_keys = [o.get(key_attr) for o in object_list]
# delete fks that have been removed
fkmany = [o for o in fkmany if getattr(o, key_attr) in object_keys]
# sync existing fks
for fk in fkmany:
obj = object_dict.get(getattr(fk, key_attr))
for attr in fkmany_class.update_from_object_fields:
setattr(fk, attr, obj.get(attr))
# create new fks
new_fks = []
orm_keys = [getattr(o, key_attr) for o in fkmany]
for obj in object_list:
key = obj.get(key_attr)
if key not in orm_keys:
del obj['id']
orm_kwargs = {}
for k in obj:
if (
k in fkmany_class.update_from_object_fields and
k in obj
):
orm_kwargs[k] = obj[k]
new_obj = fkmany_class(**orm_kwargs)
new_fks.append(new_obj)
fkmany += new_fks
return fkmany
|
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] |
Update ORM one-to-many list from object list
Used for syncing metrics and columns using the same code
|
[
"Update",
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"one",
"-",
"to",
"-",
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/connectors/base/models.py#L281-L316
|
train
|
Update ORM one - to - many list from object 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('\x30' + chr(0b101000 + 0o107) + chr(51) + '\x31' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\063' + chr(2772 - 2718) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(52) + chr(0b11000 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(50) + chr(0b110100) + chr(0b11101 + 0o24), 23687 - 23679), ehT0Px3KOsy9(chr(1671 - 1623) + chr(7550 - 7439) + chr(505 - 455) + chr(0b100101 + 0o14) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(54) + chr(249 - 198), 0o10), ehT0Px3KOsy9(chr(2089 - 2041) + chr(111) + '\x33' + chr(51) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(580 - 529) + '\x33' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(2728 - 2617) + '\061' + '\063' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b101010 + 0o13) + chr(55), 26939 - 26931), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1949 - 1898) + '\x30' + '\x35', 55052 - 55044), ehT0Px3KOsy9(chr(48) + chr(111) + '\067' + chr(0b101101 + 0o7), 0o10), ehT0Px3KOsy9('\060' + chr(4206 - 4095) + chr(0b110010) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b100010 + 0o20) + '\x35', 0o10), ehT0Px3KOsy9(chr(1923 - 1875) + chr(111) + '\065' + '\063', 34617 - 34609), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(118 - 66) + '\061', 50333 - 50325), ehT0Px3KOsy9('\060' + chr(7348 - 7237) + chr(1384 - 1334) + '\061' + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b101100 + 0o5) + chr(2141 - 2086), 0o10), ehT0Px3KOsy9('\060' + chr(1147 - 1036) + chr(53) + '\x37', 60866 - 60858), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(52) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1021 - 972) + chr(0b110110) + chr(0b110111), 382 - 374), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(0b110001) + chr(0b101011 + 0o11) + chr(0b1010 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(759 - 711) + chr(6240 - 6129) + chr(51) + chr(1755 - 1707) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(2048 - 1997) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x36' + '\061', 47856 - 47848), ehT0Px3KOsy9('\060' + chr(7750 - 7639) + '\061' + '\066' + chr(0b110111), 8), ehT0Px3KOsy9(chr(268 - 220) + '\157' + chr(0b110011) + '\065' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1302 - 1252) + chr(0b110000) + chr(0b110000), 29801 - 29793), ehT0Px3KOsy9(chr(1602 - 1554) + chr(111) + '\x31' + chr(49) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(5947 - 5836) + chr(49) + '\x30', 56550 - 56542), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x36' + '\x34', 19286 - 19278), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110000 + 0o5) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(375 - 320) + '\063', 20864 - 20856), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11010 + 0o32) + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(753 - 642) + chr(0b1011 + 0o50) + '\067' + chr(848 - 800), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\062' + chr(1476 - 1422), 0b1000), ehT0Px3KOsy9(chr(1520 - 1472) + '\157' + '\x31' + chr(0b110100) + chr(2295 - 2241), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110110) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\x31' + '\061' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b10010 + 0o45) + chr(0b110001 + 0o1), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + '\x35' + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), '\x64' + '\145' + chr(1910 - 1811) + chr(7427 - 7316) + '\x64' + chr(0b1010100 + 0o21))(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + chr(2678 - 2622)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def NB_LNPUZ3KiU(oVre8I6UXc3b, XLBn1c_BU6Kb, mrGu0MB3WKQm, wvPtY1XG_yN4, ssCMH4w5tdNA):
yqDPpbsQWHlq = {gb6ab8SSTLgq.get(ssCMH4w5tdNA): gb6ab8SSTLgq for gb6ab8SSTLgq in XLBn1c_BU6Kb}
ToURZd6sUpi4 = [gb6ab8SSTLgq.get(ssCMH4w5tdNA) for gb6ab8SSTLgq in XLBn1c_BU6Kb]
mrGu0MB3WKQm = [gb6ab8SSTLgq for gb6ab8SSTLgq in mrGu0MB3WKQm if xafqLlk3kkUe(gb6ab8SSTLgq, ssCMH4w5tdNA) in ToURZd6sUpi4]
for A0jZKQYhFuM2 in mrGu0MB3WKQm:
mDuDykdz0pcm = yqDPpbsQWHlq.get(xafqLlk3kkUe(A0jZKQYhFuM2, ssCMH4w5tdNA))
for uwnd9_euJYKT in xafqLlk3kkUe(wvPtY1XG_yN4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\x87\x02\xc0\xfc\x16\x86\xb8)\x80\xa8cz\xb7AD\xeb\xbbp\xc1\x1e\x01\xa9x\x82'), '\x64' + '\145' + chr(0b1011001 + 0o12) + chr(0b1010100 + 0o33) + chr(1819 - 1719) + chr(0b1100101))('\x75' + chr(0b1000000 + 0o64) + '\146' + '\055' + chr(568 - 512))):
t0rOMsrOC7R_(A0jZKQYhFuM2, uwnd9_euJYKT, xafqLlk3kkUe(mDuDykdz0pcm, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf\x92\x12'), '\144' + '\x65' + '\143' + chr(11001 - 10890) + chr(0b1100100) + chr(101))(chr(0b10101 + 0o140) + '\x74' + '\146' + '\x2d' + chr(0b110 + 0o62)))(uwnd9_euJYKT))
uJDhEwLw9ikc = []
TDSfPyqjMN66 = [xafqLlk3kkUe(gb6ab8SSTLgq, ssCMH4w5tdNA) for gb6ab8SSTLgq in mrGu0MB3WKQm]
for mDuDykdz0pcm in XLBn1c_BU6Kb:
K3J4ZwSlE0sT = mDuDykdz0pcm.get(ssCMH4w5tdNA)
if K3J4ZwSlE0sT not in TDSfPyqjMN66:
del mDuDykdz0pcm[xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\x93'), '\x64' + chr(0b111001 + 0o54) + chr(0b1101 + 0o126) + chr(0b1101111) + chr(100) + chr(101))(chr(0b1100001 + 0o24) + '\164' + chr(0b1000101 + 0o41) + '\055' + chr(56))]
b8JJlio1W10l = {}
for OolUPRJhRaJd in mDuDykdz0pcm:
if OolUPRJhRaJd in xafqLlk3kkUe(wvPtY1XG_yN4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\x87\x02\xc0\xfc\x16\x86\xb8)\x80\xa8cz\xb7AD\xeb\xbbp\xc1\x1e\x01\xa9x\x82'), '\144' + '\x65' + chr(9437 - 9338) + '\157' + chr(0b1100100) + chr(8369 - 8268))(chr(4456 - 4339) + chr(0b101111 + 0o105) + chr(102) + chr(1934 - 1889) + '\x38')) and OolUPRJhRaJd in mDuDykdz0pcm:
b8JJlio1W10l[OolUPRJhRaJd] = mDuDykdz0pcm[OolUPRJhRaJd]
egvTvPw3dUqV = wvPtY1XG_yN4(**b8JJlio1W10l)
xafqLlk3kkUe(uJDhEwLw9ikc, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\x87\x16\xc4\xe6\x17'), chr(7534 - 7434) + '\x65' + chr(99) + chr(9843 - 9732) + chr(100) + '\145')(chr(0b10101 + 0o140) + chr(116) + chr(6085 - 5983) + chr(0b11111 + 0o16) + '\x38'))(egvTvPw3dUqV)
mrGu0MB3WKQm += uJDhEwLw9ikc
return mrGu0MB3WKQm
|
apache/incubator-superset
|
superset/connectors/base/models.py
|
BaseDatasource.update_from_object
|
def update_from_object(self, obj):
"""Update datasource from a data structure
The UI's table editor crafts a complex data structure that
contains most of the datasource's properties as well as
an array of metrics and columns objects. This method
receives the object from the UI and syncs the datasource to
match it. Since the fields are different for the different
connectors, the implementation uses ``update_from_object_fields``
which can be defined for each connector and
defines which fields should be synced"""
for attr in self.update_from_object_fields:
setattr(self, attr, obj.get(attr))
self.owners = obj.get('owners', [])
# Syncing metrics
metrics = self.get_fk_many_from_list(
obj.get('metrics'), self.metrics, self.metric_class, 'metric_name')
self.metrics = metrics
# Syncing columns
self.columns = self.get_fk_many_from_list(
obj.get('columns'), self.columns, self.column_class, 'column_name')
|
python
|
def update_from_object(self, obj):
"""Update datasource from a data structure
The UI's table editor crafts a complex data structure that
contains most of the datasource's properties as well as
an array of metrics and columns objects. This method
receives the object from the UI and syncs the datasource to
match it. Since the fields are different for the different
connectors, the implementation uses ``update_from_object_fields``
which can be defined for each connector and
defines which fields should be synced"""
for attr in self.update_from_object_fields:
setattr(self, attr, obj.get(attr))
self.owners = obj.get('owners', [])
# Syncing metrics
metrics = self.get_fk_many_from_list(
obj.get('metrics'), self.metrics, self.metric_class, 'metric_name')
self.metrics = metrics
# Syncing columns
self.columns = self.get_fk_many_from_list(
obj.get('columns'), self.columns, self.column_class, 'column_name')
|
[
"def",
"update_from_object",
"(",
"self",
",",
"obj",
")",
":",
"for",
"attr",
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"update_from_object_fields",
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",",
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"'owners'",
",",
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"metrics",
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"'metrics'",
")",
",",
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",",
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"=",
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"(",
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"(",
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")",
",",
"self",
".",
"columns",
",",
"self",
".",
"column_class",
",",
"'column_name'",
")"
] |
Update datasource from a data structure
The UI's table editor crafts a complex data structure that
contains most of the datasource's properties as well as
an array of metrics and columns objects. This method
receives the object from the UI and syncs the datasource to
match it. Since the fields are different for the different
connectors, the implementation uses ``update_from_object_fields``
which can be defined for each connector and
defines which fields should be synced
|
[
"Update",
"datasource",
"from",
"a",
"data",
"structure"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/connectors/base/models.py#L318-L341
|
train
|
Update the datasource from a data structure.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10010 + 0o41) + chr(0b11011 + 0o31) + chr(50), 43348 - 43340), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(52) + chr(1028 - 975), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\064' + chr(52), 8620 - 8612), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(620 - 570) + chr(0b11001 + 0o33) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\x33' + chr(53) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(2342 - 2231) + chr(0b110011) + chr(0b110011) + chr(0b100010 + 0o23), 13551 - 13543), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(51) + chr(0b110111) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11100 + 0o26) + chr(0b110011) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(51) + '\x34' + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(1119 - 1070) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1110 + 0o43) + '\x34' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1419 - 1369) + chr(0b101010 + 0o6) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(9557 - 9446) + '\062' + chr(1604 - 1551) + chr(1065 - 1012), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\067' + '\063', 41341 - 41333), ehT0Px3KOsy9(chr(2202 - 2154) + chr(0b1001 + 0o146) + '\x35' + chr(1329 - 1278), ord("\x08")), ehT0Px3KOsy9(chr(1997 - 1949) + chr(0b1101111) + '\061' + chr(48) + chr(48), 25418 - 25410), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x34' + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + chr(0b110010) + chr(0b110011 + 0o2) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000101 + 0o52) + chr(703 - 654) + chr(55) + chr(1959 - 1904), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10110 + 0o34) + '\x32' + chr(2210 - 2160), 29799 - 29791), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10001 + 0o40) + chr(49) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1266 - 1218) + chr(2861 - 2750) + chr(927 - 873) + chr(0b1100 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b110100) + chr(0b1010 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1915 - 1804) + chr(2359 - 2309) + '\061' + chr(0b10111 + 0o33), 62300 - 62292), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\061' + chr(0b1011 + 0o46) + chr(53), 8), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x33' + '\066', 0o10), ehT0Px3KOsy9(chr(1822 - 1774) + '\x6f' + '\063' + chr(0b110110) + chr(1221 - 1171), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\x31' + '\x31', 23353 - 23345), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(674 - 623) + chr(55) + chr(0b101000 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11010 + 0o27) + chr(0b110100) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1001001 + 0o46) + '\x33' + chr(54) + chr(53), 4081 - 4073), ehT0Px3KOsy9(chr(1373 - 1325) + '\x6f' + chr(298 - 247) + chr(0b110101) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1421 - 1370) + '\x30' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(7621 - 7510) + chr(51) + chr(48) + chr(0b110101), 19936 - 19928), ehT0Px3KOsy9(chr(1766 - 1718) + chr(0b1101111) + chr(0b10110 + 0o33) + '\x33' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(0b110011) + chr(2672 - 2618) + chr(1894 - 1845), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10110 + 0o36) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b110100) + chr(50), 0o10), ehT0Px3KOsy9(chr(732 - 684) + chr(9531 - 9420) + chr(0b110011) + chr(2234 - 2183) + chr(0b100101 + 0o20), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(48), 64738 - 64730)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), '\x64' + chr(101) + chr(0b1010101 + 0o16) + '\157' + chr(0b101001 + 0o73) + chr(101))('\165' + chr(0b11110 + 0o126) + chr(0b1100110) + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def wZVUhcMb9Ldq(oVre8I6UXc3b, mDuDykdz0pcm):
for uwnd9_euJYKT in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xd5\x00\xc5\x9f\xb8L\x9f\xea\x8d#9\xed\xcf\x11N#\xd1\xf1\x19\xfb(^\x84\xf9'), chr(0b1000111 + 0o35) + '\145' + chr(0b1000010 + 0o41) + chr(0b1101111) + '\x64' + chr(0b1000111 + 0o36))(chr(0b110 + 0o157) + '\x74' + chr(0b1100110) + chr(1249 - 1204) + chr(0b100001 + 0o27))):
t0rOMsrOC7R_(oVre8I6UXc3b, uwnd9_euJYKT, xafqLlk3kkUe(mDuDykdz0pcm, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xc0\x10'), chr(6769 - 6669) + chr(0b1011011 + 0o12) + chr(3761 - 3662) + '\157' + chr(0b1100100) + chr(9102 - 9001))('\165' + '\164' + chr(8307 - 8205) + chr(0b101101) + chr(56)))(uwnd9_euJYKT))
oVre8I6UXc3b.RZGU4mTtFYMt = mDuDykdz0pcm.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\xd2\n\xc1\x99\xae'), chr(0b100000 + 0o104) + chr(101) + chr(3502 - 3403) + chr(4875 - 4764) + chr(0b1100100) + chr(8738 - 8637))('\165' + '\x74' + chr(102) + chr(0b100101 + 0o10) + chr(1939 - 1883)), [])
yYegMqDoSfs5 = oVre8I6UXc3b.get_fk_many_from_list(mDuDykdz0pcm.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xc0\x10\xd6\x82\xbe`'), '\x64' + chr(0b1100101) + chr(0b10100 + 0o117) + chr(6125 - 6014) + chr(0b1100100) + chr(3087 - 2986))('\x75' + chr(4264 - 4148) + '\146' + '\055' + chr(0b10000 + 0o50))), oVre8I6UXc3b.yYegMqDoSfs5, oVre8I6UXc3b.metric_class, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xc0\x10\xd6\x82\xbeL\x97\xf9\x8f+'), chr(0b1100100) + chr(0b1010 + 0o133) + chr(400 - 301) + chr(0b10011 + 0o134) + chr(0b1100100) + chr(0b1010000 + 0o25))(chr(0b110011 + 0o102) + chr(0b1110100) + chr(0b101000 + 0o76) + '\x2d' + '\070'))
oVre8I6UXc3b.yYegMqDoSfs5 = yYegMqDoSfs5
oVre8I6UXc3b.qKlXBtn3PKy4 = oVre8I6UXc3b.get_fk_many_from_list(mDuDykdz0pcm.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xca\x08\xd1\x86\xb3`'), chr(0b1100100) + chr(3935 - 3834) + '\143' + chr(0b111100 + 0o63) + '\144' + '\145')(chr(0b1011010 + 0o33) + chr(0b1010001 + 0o43) + chr(102) + chr(1654 - 1609) + '\070')), oVre8I6UXc3b.qKlXBtn3PKy4, oVre8I6UXc3b.column_class, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xca\x08\xd1\x86\xb3L\x97\xf9\x8f+'), '\x64' + chr(101) + chr(1381 - 1282) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b1100110 + 0o17) + chr(0b1110100) + chr(102) + '\055' + chr(0b100101 + 0o23)))
|
apache/incubator-superset
|
superset/common/query_context.py
|
QueryContext.get_query_result
|
def get_query_result(self, query_object):
"""Returns a pandas dataframe based on the query object"""
# Here, we assume that all the queries will use the same datasource, which is
# is a valid assumption for current setting. In a long term, we may or maynot
# support multiple queries from different data source.
timestamp_format = None
if self.datasource.type == 'table':
dttm_col = self.datasource.get_col(query_object.granularity)
if dttm_col:
timestamp_format = dttm_col.python_date_format
# The datasource here can be different backend but the interface is common
result = self.datasource.query(query_object.to_dict())
df = result.df
# Transform the timestamp we received from database to pandas supported
# datetime format. If no python_date_format is specified, the pattern will
# be considered as the default ISO date format
# If the datetime format is unix, the parse will use the corresponding
# parsing logic
if df is not None and not df.empty:
if DTTM_ALIAS in df.columns:
if timestamp_format in ('epoch_s', 'epoch_ms'):
# Column has already been formatted as a timestamp.
df[DTTM_ALIAS] = df[DTTM_ALIAS].apply(pd.Timestamp)
else:
df[DTTM_ALIAS] = pd.to_datetime(
df[DTTM_ALIAS], utc=False, format=timestamp_format)
if self.datasource.offset:
df[DTTM_ALIAS] += timedelta(hours=self.datasource.offset)
df[DTTM_ALIAS] += query_object.time_shift
if self.enforce_numerical_metrics:
self.df_metrics_to_num(df, query_object)
df.replace([np.inf, -np.inf], np.nan)
return {
'query': result.query,
'status': result.status,
'error_message': result.error_message,
'df': df,
}
|
python
|
def get_query_result(self, query_object):
"""Returns a pandas dataframe based on the query object"""
# Here, we assume that all the queries will use the same datasource, which is
# is a valid assumption for current setting. In a long term, we may or maynot
# support multiple queries from different data source.
timestamp_format = None
if self.datasource.type == 'table':
dttm_col = self.datasource.get_col(query_object.granularity)
if dttm_col:
timestamp_format = dttm_col.python_date_format
# The datasource here can be different backend but the interface is common
result = self.datasource.query(query_object.to_dict())
df = result.df
# Transform the timestamp we received from database to pandas supported
# datetime format. If no python_date_format is specified, the pattern will
# be considered as the default ISO date format
# If the datetime format is unix, the parse will use the corresponding
# parsing logic
if df is not None and not df.empty:
if DTTM_ALIAS in df.columns:
if timestamp_format in ('epoch_s', 'epoch_ms'):
# Column has already been formatted as a timestamp.
df[DTTM_ALIAS] = df[DTTM_ALIAS].apply(pd.Timestamp)
else:
df[DTTM_ALIAS] = pd.to_datetime(
df[DTTM_ALIAS], utc=False, format=timestamp_format)
if self.datasource.offset:
df[DTTM_ALIAS] += timedelta(hours=self.datasource.offset)
df[DTTM_ALIAS] += query_object.time_shift
if self.enforce_numerical_metrics:
self.df_metrics_to_num(df, query_object)
df.replace([np.inf, -np.inf], np.nan)
return {
'query': result.query,
'status': result.status,
'error_message': result.error_message,
'df': df,
}
|
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"'df'",
":",
"df",
",",
"}"
] |
Returns a pandas dataframe based on the query object
|
[
"Returns",
"a",
"pandas",
"dataframe",
"based",
"on",
"the",
"query",
"object"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/common/query_context.py#L67-L110
|
train
|
Returns a pandas dataframe based on the query 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(0b110000) + chr(0b100101 + 0o112) + chr(0b110001) + '\062' + chr(0b101111 + 0o3), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(50) + '\066', 0b1000), ehT0Px3KOsy9(chr(109 - 61) + '\x6f' + chr(0b1110 + 0o43) + '\x36' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1266 - 1214) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(395 - 340), 0o10), ehT0Px3KOsy9(chr(933 - 885) + chr(4941 - 4830) + chr(0b110001) + '\x37' + chr(981 - 931), 0b1000), ehT0Px3KOsy9(chr(1972 - 1924) + chr(111) + chr(0b110010) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110111) + chr(52), 405 - 397), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100000 + 0o22) + chr(486 - 433) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(1358 - 1306) + '\062', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\x32' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b110100) + chr(0b11 + 0o56), 0o10), ehT0Px3KOsy9('\x30' + chr(8845 - 8734) + '\062' + chr(196 - 142) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(374 - 326) + chr(0b111100 + 0o63) + '\x35' + chr(341 - 288), 49058 - 49050), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(6941 - 6830) + chr(49) + chr(48) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(9882 - 9771) + chr(0b11 + 0o60) + chr(0b1110 + 0o44) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1010 + 0o145) + '\063' + chr(0b110011 + 0o3) + chr(1802 - 1749), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1911 - 1862) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8591 - 8480) + chr(0b110001) + '\x34' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11101 + 0o24) + chr(0b11001 + 0o34) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(51) + chr(0b110001) + chr(1362 - 1307), 18010 - 18002), ehT0Px3KOsy9(chr(1300 - 1252) + chr(111) + chr(49) + chr(0b101010 + 0o11) + chr(55), 0b1000), ehT0Px3KOsy9(chr(1934 - 1886) + '\157' + chr(289 - 239) + chr(0b110000) + '\x37', 6456 - 6448), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b1111 + 0o44) + chr(459 - 406), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(1138 - 1089) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\061' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(3585 - 3474) + chr(0b1100 + 0o52) + chr(0b11001 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1110 + 0o45) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\063' + '\x33' + chr(0b110 + 0o60), 46821 - 46813), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110000) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7155 - 7044) + chr(95 - 43) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1135 - 1087) + '\157' + chr(1870 - 1820) + chr(0b101010 + 0o13) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(50) + '\x33' + '\061', 41618 - 41610), ehT0Px3KOsy9(chr(1680 - 1632) + '\157' + chr(1118 - 1067) + '\x32' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(49) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101111 + 0o2) + chr(0b110101) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1111 + 0o140) + chr(464 - 413) + chr(0b110110) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(4322 - 4211) + chr(1359 - 1308) + chr(2339 - 2286) + chr(0b110111), 6109 - 6101), ehT0Px3KOsy9(chr(0b110000) + chr(2076 - 1965) + chr(0b110010) + chr(0b110111), 51189 - 51181)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(6255 - 6144) + chr(53) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'|'), chr(0b1110 + 0o126) + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(2966 - 2865))('\x75' + '\x74' + chr(0b1100110) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ikzPVd3w8n6R(oVre8I6UXc3b, LKmm3uAbMir3):
J7sFxIe9QMHc = None
if xafqLlk3kkUe(oVre8I6UXc3b.datasource, xafqLlk3kkUe(SXOLrMavuUCe(b'&/\x03G'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(8551 - 8440) + '\144' + '\145')(chr(117) + chr(0b11 + 0o161) + chr(0b1100110) + chr(0b100100 + 0o11) + chr(0b10110 + 0o42))) == xafqLlk3kkUe(SXOLrMavuUCe(b'&7\x11Nb'), '\x64' + '\x65' + '\143' + chr(0b1101111) + chr(0b1001011 + 0o31) + chr(0b1100101))('\x75' + chr(853 - 737) + '\146' + '\x2d' + '\070'):
DbA7YOFTxqXS = oVre8I6UXc3b.datasource.get_col(LKmm3uAbMir3.granularity)
if DbA7YOFTxqXS:
J7sFxIe9QMHc = DbA7YOFTxqXS.python_date_format
ShZmEKfTkAOZ = oVre8I6UXc3b.datasource.MgmdEYXEleNe(LKmm3uAbMir3.to_dict())
aVhM9WzaWXU5 = ShZmEKfTkAOZ.df
if aVhM9WzaWXU5 is not None and (not xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'7;\x03V~'), '\x64' + '\x65' + chr(99) + chr(0b1101111) + '\x64' + chr(0b1010 + 0o133))(chr(0b100001 + 0o124) + chr(0b1110100) + chr(0b1100110) + chr(0b11111 + 0o16) + '\070'))):
if MmB6RXKH4KOm in xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x1d\x1fzE\x0e\x7f\xcf\xfb\xe9iU'), '\x64' + chr(0b1000001 + 0o44) + chr(4879 - 4780) + chr(0b1101111) + chr(100) + chr(3536 - 3435))('\x75' + chr(0b1 + 0o163) + chr(7648 - 7546) + '\x2d' + chr(56))):
if J7sFxIe9QMHc in (xafqLlk3kkUe(SXOLrMavuUCe(b'7&\x1cAo%b'), '\x64' + '\145' + '\x63' + chr(0b10 + 0o155) + chr(0b1010011 + 0o21) + chr(6603 - 6502))('\x75' + chr(0b1110100) + '\146' + chr(1916 - 1871) + chr(255 - 199)), xafqLlk3kkUe(SXOLrMavuUCe(b'7&\x1cAo%|\x8f'), '\x64' + '\145' + chr(0b111101 + 0o46) + '\157' + '\144' + '\145')('\x75' + chr(116) + '\146' + '\055' + '\x38')):
aVhM9WzaWXU5[MmB6RXKH4KOm] = aVhM9WzaWXU5[MmB6RXKH4KOm].apply(dubtF9GfzOdC.Timestamp)
else:
aVhM9WzaWXU5[MmB6RXKH4KOm] = dubtF9GfzOdC.to_datetime(aVhM9WzaWXU5[MmB6RXKH4KOm], utc=ehT0Px3KOsy9(chr(963 - 915) + chr(0b1101111) + chr(0b110000), 0b1000), format=J7sFxIe9QMHc)
if xafqLlk3kkUe(oVre8I6UXc3b.datasource, xafqLlk3kkUe(SXOLrMavuUCe(b'=0\x15Qb\x0e'), chr(0b1001110 + 0o26) + chr(9275 - 9174) + '\x63' + chr(3819 - 3708) + chr(0b100111 + 0o75) + '\x65')(chr(0b1110101) + '\164' + chr(102) + chr(506 - 461) + '\x38')):
aVhM9WzaWXU5[MmB6RXKH4KOm] += UYrFWngYaD_b(hours=oVre8I6UXc3b.datasource.offset)
aVhM9WzaWXU5[MmB6RXKH4KOm] += LKmm3uAbMir3.FAMbxSAnPaar
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'78\x15Mu\x19t\xa3\xc5\xd7}\x04\xc4sN$\xbd\xaae\x02\x1f\xbd6\xe4\xee'), '\x64' + '\x65' + chr(0b1100000 + 0o3) + chr(0b1101111) + chr(0b110 + 0o136) + '\145')(chr(5783 - 5666) + chr(116) + chr(0b1100110) + chr(45) + '\x38')):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'60,Ob\x0ec\x95\xc8\xd1O\x15\xd9EC0\xbc'), chr(100) + chr(3221 - 3120) + chr(6633 - 6534) + chr(10153 - 10042) + chr(100) + chr(101))('\x75' + '\x74' + '\146' + '\x2d' + chr(0b111000)))(aVhM9WzaWXU5, LKmm3uAbMir3)
xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b' 3\x03Nf\x19t'), chr(4114 - 4014) + chr(0b1100101) + chr(0b110110 + 0o55) + '\157' + chr(100) + '\145')(chr(673 - 556) + chr(13189 - 13073) + chr(9976 - 9874) + chr(325 - 280) + '\070'))([xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b';8\x15'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(2190 - 2089))('\165' + '\x74' + chr(0b1010001 + 0o25) + '\x2d' + chr(56))), -xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b';8\x15'), chr(100) + chr(0b100111 + 0o76) + '\x63' + chr(0b10 + 0o155) + chr(0b1100001 + 0o3) + chr(101))(chr(117) + chr(116) + '\x66' + '\x2d' + chr(0b101010 + 0o16)))], xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'<7\x1d'), chr(100) + '\145' + chr(0b110001 + 0o62) + '\157' + chr(8291 - 8191) + '\x65')('\165' + chr(3198 - 3082) + chr(102) + chr(1705 - 1660) + '\070')))
return {xafqLlk3kkUe(SXOLrMavuUCe(b'##\x16P~'), '\144' + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + chr(56)): xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f1\x1eFB#I\xb9\xc7\xc7^\x04'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(3990 - 3890) + chr(0b1100101))(chr(0b0 + 0o165) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'!"\x12Vr\t'), '\144' + chr(0b1000010 + 0o43) + chr(0b1010001 + 0o22) + chr(6150 - 6039) + chr(0b1100000 + 0o4) + chr(4634 - 4533))(chr(5700 - 5583) + chr(0b1011101 + 0o27) + chr(0b1100110) + chr(0b101101) + chr(3122 - 3066)): xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'$\x14\x00oP2%\x9b\xea\xe7v\x18'), chr(100) + chr(0b1100101) + '\x63' + '\157' + chr(100) + chr(3817 - 3716))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b100110 + 0o7) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'7$\x01Mu%|\x99\xd8\xd1q\x06\xd3'), '\144' + chr(0b1011001 + 0o14) + chr(8429 - 8330) + '\x6f' + chr(4818 - 4718) + chr(0b100001 + 0o104))(chr(1395 - 1278) + chr(3779 - 3663) + '\x66' + chr(0b1111 + 0o36) + chr(56)): xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x170W@\x00G\xa9\xde\x90EY'), chr(0b1100100) + chr(101) + chr(4649 - 4550) + chr(0b1101111) + '\144' + chr(7953 - 7852))('\x75' + '\x74' + chr(5893 - 5791) + '\055' + chr(0b101 + 0o63))), xafqLlk3kkUe(SXOLrMavuUCe(b'60'), chr(9674 - 9574) + '\145' + chr(0b1001 + 0o132) + chr(0b1 + 0o156) + chr(0b111100 + 0o50) + chr(0b1001010 + 0o33))('\x75' + chr(0b11010 + 0o132) + '\x66' + chr(0b101101) + '\x38'): aVhM9WzaWXU5}
|
apache/incubator-superset
|
superset/common/query_context.py
|
QueryContext.df_metrics_to_num
|
def df_metrics_to_num(self, df, query_object):
"""Converting metrics to numeric when pandas.read_sql cannot"""
metrics = [metric for metric in query_object.metrics]
for col, dtype in df.dtypes.items():
if dtype.type == np.object_ and col in metrics:
df[col] = pd.to_numeric(df[col], errors='coerce')
|
python
|
def df_metrics_to_num(self, df, query_object):
"""Converting metrics to numeric when pandas.read_sql cannot"""
metrics = [metric for metric in query_object.metrics]
for col, dtype in df.dtypes.items():
if dtype.type == np.object_ and col in metrics:
df[col] = pd.to_numeric(df[col], errors='coerce')
|
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Converting metrics to numeric when pandas.read_sql cannot
|
[
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/common/query_context.py#L112-L117
|
train
|
Convert metrics to numeric when pandas. read_sql cannot
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(1153 - 1104) + chr(1238 - 1189) + chr(398 - 347), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(1467 - 1417) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110000 + 0o1) + '\063' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + '\x33' + chr(54) + chr(167 - 117), ord("\x08")), ehT0Px3KOsy9(chr(723 - 675) + '\157' + '\062' + '\x36' + chr(0b100101 + 0o13), 14469 - 14461), ehT0Px3KOsy9('\060' + chr(0b1000011 + 0o54) + '\061' + chr(0b110111) + chr(51), 42327 - 42319), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(77 - 27) + chr(0b110000) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b10111 + 0o40) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b100000 + 0o23) + chr(0b110011) + '\062', 12418 - 12410), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(202 - 148) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110010) + '\x36', 0o10), ehT0Px3KOsy9(chr(1726 - 1678) + '\x6f' + chr(0b110011) + chr(821 - 772) + chr(0b10001 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(52) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b1011 + 0o47) + chr(0b110011) + chr(55), 63080 - 63072), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(2177 - 2129) + chr(0b1101111) + chr(2323 - 2273) + chr(0b110100) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(1395 - 1344) + '\x31' + chr(407 - 353), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7974 - 7863) + chr(0b110010) + chr(1909 - 1861) + chr(50), 37050 - 37042), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11011 + 0o26) + chr(0b1001 + 0o53) + chr(1701 - 1647), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110011) + chr(48) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\064' + chr(1792 - 1742), 0o10), ehT0Px3KOsy9(chr(665 - 617) + chr(111) + chr(0b10011 + 0o40) + '\x35' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1834 - 1786) + '\x6f' + chr(2306 - 2255) + '\065', 0b1000), ehT0Px3KOsy9(chr(2072 - 2024) + chr(0b1101111) + chr(0b110010) + '\x31' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11920 - 11809) + chr(526 - 473) + chr(1756 - 1706), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + '\x31' + chr(0b100110 + 0o15) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1881 - 1833) + chr(111) + '\x37' + '\x30', 48132 - 48124), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2122 - 2073) + chr(2329 - 2275) + '\x34', 58253 - 58245), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(10761 - 10650) + chr(1932 - 1883) + chr(0b110001) + chr(756 - 708), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b11011 + 0o27) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(3603 - 3492) + '\061' + chr(0b110111) + chr(2411 - 2359), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(54) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100110 + 0o20) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(912 - 801) + chr(2267 - 2217) + chr(50) + '\066', 17530 - 17522), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b101011 + 0o11), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1741 - 1630) + chr(0b10101 + 0o35) + chr(0b110001 + 0o6) + '\x31', 14312 - 14304), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100101 + 0o14) + chr(0b101 + 0o54) + '\x33', 8), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110110) + chr(0b11011 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1420 - 1309) + '\061' + '\067' + chr(51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110101) + chr(0b11100 + 0o24), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'e'), chr(0b1100100) + chr(0b1100101) + chr(2375 - 2276) + chr(0b101110 + 0o101) + chr(2824 - 2724) + chr(0b1100101))('\165' + chr(9229 - 9113) + chr(0b1111 + 0o127) + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def y8penlPtZdoU(oVre8I6UXc3b, aVhM9WzaWXU5, LKmm3uAbMir3):
yYegMqDoSfs5 = [UyTbk4dY9zDl for UyTbk4dY9zDl in LKmm3uAbMir3.yYegMqDoSfs5]
for (Qa2uSJqQPT3w, jSV9IKnemH7K) in xafqLlk3kkUe(aVhM9WzaWXU5.dtypes, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05i,\x97\xf9!\xb2\xb6\xb6\xe6\x1e\xf6'), chr(2020 - 1920) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(117) + chr(0b110111 + 0o75) + '\146' + chr(45) + '\x38'))():
if xafqLlk3kkUe(jSV9IKnemH7K, xafqLlk3kkUe(SXOLrMavuUCe(b'?j*\x97'), '\144' + chr(0b1100101) + chr(0b110001 + 0o62) + chr(111) + chr(100) + '\145')('\165' + chr(116) + chr(102) + '\055' + '\070')) == xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'$q0\x97\xd3\x0f\xde'), chr(100) + chr(0b1011 + 0o132) + '\x63' + chr(0b1010100 + 0o33) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + chr(0b111111 + 0o47) + '\055' + chr(2375 - 2319))) and Qa2uSJqQPT3w in yYegMqDoSfs5:
aVhM9WzaWXU5[Qa2uSJqQPT3w] = dubtF9GfzOdC.to_numeric(aVhM9WzaWXU5[Qa2uSJqQPT3w], errors=xafqLlk3kkUe(SXOLrMavuUCe(b'(|?\x80\xd3\x1e'), chr(4628 - 4528) + '\145' + chr(0b1000011 + 0o40) + chr(0b1101111) + chr(6145 - 6045) + chr(101))(chr(0b100100 + 0o121) + '\164' + chr(0b1100110) + chr(0b101101) + chr(56)))
|
apache/incubator-superset
|
superset/common/query_context.py
|
QueryContext.get_single_payload
|
def get_single_payload(self, query_obj):
"""Returns a payload of metadata and data"""
payload = self.get_df_payload(query_obj)
df = payload.get('df')
status = payload.get('status')
if status != utils.QueryStatus.FAILED:
if df is not None and df.empty:
payload['error'] = 'No data'
else:
payload['data'] = self.get_data(df)
if 'df' in payload:
del payload['df']
return payload
|
python
|
def get_single_payload(self, query_obj):
"""Returns a payload of metadata and data"""
payload = self.get_df_payload(query_obj)
df = payload.get('df')
status = payload.get('status')
if status != utils.QueryStatus.FAILED:
if df is not None and df.empty:
payload['error'] = 'No data'
else:
payload['data'] = self.get_data(df)
if 'df' in payload:
del payload['df']
return payload
|
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Returns a payload of metadata and data
|
[
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] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/common/query_context.py#L122-L134
|
train
|
Returns a payload of metadata and data
|
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(0b111011 + 0o64) + chr(0b110001) + chr(49) + chr(0b1101 + 0o46), 0o10), ehT0Px3KOsy9(chr(847 - 799) + '\x6f' + chr(0b110001) + chr(544 - 492) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110001) + '\066' + chr(0b1010 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1708 - 1657) + '\066' + chr(594 - 545), ord("\x08")), ehT0Px3KOsy9(chr(832 - 784) + chr(0b1101111) + chr(49) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(50) + chr(1462 - 1410) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1440 - 1390) + '\x32' + chr(1156 - 1102), 0o10), ehT0Px3KOsy9(chr(1969 - 1921) + chr(235 - 124) + chr(49) + '\x34' + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(8022 - 7911) + chr(0b110011) + chr(0b110111) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(48) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b10100 + 0o36) + chr(0b110110 + 0o1) + '\x36', 62032 - 62024), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2444 - 2394) + chr(0b110111) + chr(54), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011 + 0o0) + chr(49) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11110 + 0o24) + '\067' + '\x32', 35980 - 35972), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(325 - 275) + chr(0b110001 + 0o5) + chr(0b100011 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\x33' + chr(0b10111 + 0o33), 0o10), ehT0Px3KOsy9('\x30' + chr(11537 - 11426) + chr(0b110001) + chr(54), 19100 - 19092), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x37' + chr(0b10001 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(55) + chr(0b110100), 26513 - 26505), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1001111 + 0o40) + '\062' + chr(0b110110) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1298 - 1250) + chr(0b1101111) + '\x32' + chr(1797 - 1748) + chr(1410 - 1361), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(1212 - 1162) + '\065' + '\x34', 41845 - 41837), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + chr(0b10110 + 0o35) + chr(0b101011 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b10101 + 0o37) + chr(113 - 61), 1139 - 1131), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b10010 + 0o135) + chr(0b110011) + chr(48) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1775 - 1727) + chr(1018 - 907) + '\x33' + chr(114 - 65) + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b110100) + chr(601 - 546), 4410 - 4402), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1000110 + 0o51) + '\x32' + '\062' + chr(1242 - 1192), 221 - 213), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(0b100101 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + chr(1553 - 1504), 0b1000), ehT0Px3KOsy9(chr(465 - 417) + chr(0b1001100 + 0o43) + '\064' + chr(321 - 270), 2214 - 2206), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b100000 + 0o117) + chr(0b110011) + '\062', 52260 - 52252), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(1372 - 1317) + chr(0b101000 + 0o14), 12854 - 12846), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(756 - 704) + '\x34', 0b1000), ehT0Px3KOsy9(chr(793 - 745) + chr(0b1011000 + 0o27) + '\x33' + chr(53) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x35' + chr(0b101011 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(49) + chr(51) + chr(1855 - 1806), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1098 - 1049) + '\063' + '\x36', 0b1000), ehT0Px3KOsy9(chr(504 - 456) + '\157' + '\x31' + chr(0b101001 + 0o14) + chr(814 - 765), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b100011 + 0o20) + chr(52) + chr(0b110101), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(53) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'e'), '\144' + '\145' + '\143' + chr(0b1101 + 0o142) + chr(0b1011110 + 0o6) + '\145')(chr(0b1110101) + '\164' + chr(0b1001000 + 0o36) + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AKtmx0IiASh6(oVre8I6UXc3b, K3PmtkviHB3e):
nOhAvpnA71Xj = oVre8I6UXc3b.get_df_payload(K3PmtkviHB3e)
aVhM9WzaWXU5 = nOhAvpnA71Xj.get(xafqLlk3kkUe(SXOLrMavuUCe(b'/\x01'), chr(0b110010 + 0o62) + '\145' + chr(0b101000 + 0o73) + chr(111) + chr(2293 - 2193) + '\x65')(chr(117) + '\x74' + chr(9085 - 8983) + '\x2d' + '\070'))
vBsMWH4gAEfy = nOhAvpnA71Xj.get(xafqLlk3kkUe(SXOLrMavuUCe(b'8\x13\x11\x85y\xd2'), chr(1556 - 1456) + chr(0b1100001 + 0o4) + chr(0b1100011) + '\157' + chr(6420 - 6320) + chr(0b1010111 + 0o16))(chr(0b1110011 + 0o2) + chr(0b1011011 + 0o31) + '\146' + chr(45) + '\070'))
if vBsMWH4gAEfy != xafqLlk3kkUe(bdVxKm4tezOp.QueryStatus, xafqLlk3kkUe(SXOLrMavuUCe(b'\r&9\xbdI\xe5'), '\x64' + '\x65' + chr(0b100100 + 0o77) + chr(508 - 397) + '\144' + chr(0b1010101 + 0o20))(chr(9343 - 9226) + '\x74' + chr(0b1100110) + chr(1270 - 1225) + chr(0b111000))):
if aVhM9WzaWXU5 is not None and xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'.\n\x00\x85u'), chr(0b1010 + 0o132) + '\x65' + chr(0b1100011) + chr(0b100000 + 0o117) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(10319 - 10217) + chr(0b11100 + 0o21) + chr(0b100111 + 0o21))):
nOhAvpnA71Xj[xafqLlk3kkUe(SXOLrMavuUCe(b'.\x15\x02\x9e~'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b10110 + 0o27) + chr(0b110 + 0o62))] = xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\x08P\x95m\xd5\xf7'), '\144' + chr(0b1011110 + 0o7) + chr(0b1011111 + 0o4) + chr(0b110110 + 0o71) + '\x64' + '\145')(chr(117) + chr(0b1110100) + chr(0b1100000 + 0o6) + '\055' + '\x38')
else:
nOhAvpnA71Xj[xafqLlk3kkUe(SXOLrMavuUCe(b'/\x06\x04\x90'), chr(1508 - 1408) + chr(8245 - 8144) + chr(0b1010001 + 0o22) + chr(0b111000 + 0o67) + chr(5091 - 4991) + chr(0b1010010 + 0o23))('\165' + chr(0b1010 + 0o152) + chr(102) + '\x2d' + chr(0b111000))] = oVre8I6UXc3b.get_data(aVhM9WzaWXU5)
if xafqLlk3kkUe(SXOLrMavuUCe(b'/\x01'), chr(6242 - 6142) + chr(0b11001 + 0o114) + chr(0b1100011) + chr(0b1101000 + 0o7) + chr(3547 - 3447) + chr(7175 - 7074))(chr(0b1110101) + chr(0b100101 + 0o117) + chr(2775 - 2673) + chr(0b101101) + chr(0b100110 + 0o22)) in nOhAvpnA71Xj:
del nOhAvpnA71Xj[xafqLlk3kkUe(SXOLrMavuUCe(b'/\x01'), '\x64' + chr(957 - 856) + '\x63' + chr(111) + '\144' + '\145')('\x75' + chr(0b1110100) + chr(1923 - 1821) + chr(1767 - 1722) + chr(56))]
return nOhAvpnA71Xj
|
apache/incubator-superset
|
superset/common/query_context.py
|
QueryContext.get_df_payload
|
def get_df_payload(self, query_obj, **kwargs):
"""Handles caching around the df paylod retrieval"""
cache_key = query_obj.cache_key(
datasource=self.datasource.uid, **kwargs) if query_obj else None
logging.info('Cache key: {}'.format(cache_key))
is_loaded = False
stacktrace = None
df = None
cached_dttm = datetime.utcnow().isoformat().split('.')[0]
cache_value = None
status = None
query = ''
error_message = None
if cache_key and cache and not self.force:
cache_value = cache.get(cache_key)
if cache_value:
stats_logger.incr('loaded_from_cache')
try:
cache_value = pkl.loads(cache_value)
df = cache_value['df']
query = cache_value['query']
status = utils.QueryStatus.SUCCESS
is_loaded = True
except Exception as e:
logging.exception(e)
logging.error('Error reading cache: ' +
utils.error_msg_from_exception(e))
logging.info('Serving from cache')
if query_obj and not is_loaded:
try:
query_result = self.get_query_result(query_obj)
status = query_result['status']
query = query_result['query']
error_message = query_result['error_message']
df = query_result['df']
if status != utils.QueryStatus.FAILED:
stats_logger.incr('loaded_from_source')
is_loaded = True
except Exception as e:
logging.exception(e)
if not error_message:
error_message = '{}'.format(e)
status = utils.QueryStatus.FAILED
stacktrace = traceback.format_exc()
if (
is_loaded and
cache_key and
cache and
status != utils.QueryStatus.FAILED):
try:
cache_value = dict(
dttm=cached_dttm,
df=df if df is not None else None,
query=query,
)
cache_value = pkl.dumps(
cache_value, protocol=pkl.HIGHEST_PROTOCOL)
logging.info('Caching {} chars at key {}'.format(
len(cache_value), cache_key))
stats_logger.incr('set_cache_key')
cache.set(
cache_key,
cache_value,
timeout=self.cache_timeout)
except Exception as e:
# cache.set call can fail if the backend is down or if
# the key is too large or whatever other reasons
logging.warning('Could not cache key {}'.format(cache_key))
logging.exception(e)
cache.delete(cache_key)
return {
'cache_key': cache_key,
'cached_dttm': cache_value['dttm'] if cache_value is not None else None,
'cache_timeout': self.cache_timeout,
'df': df,
'error': error_message,
'is_cached': cache_key is not None,
'query': query,
'status': status,
'stacktrace': stacktrace,
'rowcount': len(df.index) if df is not None else 0,
}
|
python
|
def get_df_payload(self, query_obj, **kwargs):
"""Handles caching around the df paylod retrieval"""
cache_key = query_obj.cache_key(
datasource=self.datasource.uid, **kwargs) if query_obj else None
logging.info('Cache key: {}'.format(cache_key))
is_loaded = False
stacktrace = None
df = None
cached_dttm = datetime.utcnow().isoformat().split('.')[0]
cache_value = None
status = None
query = ''
error_message = None
if cache_key and cache and not self.force:
cache_value = cache.get(cache_key)
if cache_value:
stats_logger.incr('loaded_from_cache')
try:
cache_value = pkl.loads(cache_value)
df = cache_value['df']
query = cache_value['query']
status = utils.QueryStatus.SUCCESS
is_loaded = True
except Exception as e:
logging.exception(e)
logging.error('Error reading cache: ' +
utils.error_msg_from_exception(e))
logging.info('Serving from cache')
if query_obj and not is_loaded:
try:
query_result = self.get_query_result(query_obj)
status = query_result['status']
query = query_result['query']
error_message = query_result['error_message']
df = query_result['df']
if status != utils.QueryStatus.FAILED:
stats_logger.incr('loaded_from_source')
is_loaded = True
except Exception as e:
logging.exception(e)
if not error_message:
error_message = '{}'.format(e)
status = utils.QueryStatus.FAILED
stacktrace = traceback.format_exc()
if (
is_loaded and
cache_key and
cache and
status != utils.QueryStatus.FAILED):
try:
cache_value = dict(
dttm=cached_dttm,
df=df if df is not None else None,
query=query,
)
cache_value = pkl.dumps(
cache_value, protocol=pkl.HIGHEST_PROTOCOL)
logging.info('Caching {} chars at key {}'.format(
len(cache_value), cache_key))
stats_logger.incr('set_cache_key')
cache.set(
cache_key,
cache_value,
timeout=self.cache_timeout)
except Exception as e:
# cache.set call can fail if the backend is down or if
# the key is too large or whatever other reasons
logging.warning('Could not cache key {}'.format(cache_key))
logging.exception(e)
cache.delete(cache_key)
return {
'cache_key': cache_key,
'cached_dttm': cache_value['dttm'] if cache_value is not None else None,
'cache_timeout': self.cache_timeout,
'df': df,
'error': error_message,
'is_cached': cache_key is not None,
'query': query,
'status': status,
'stacktrace': stacktrace,
'rowcount': len(df.index) if df is not None else 0,
}
|
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] |
Handles caching around the df paylod retrieval
|
[
"Handles",
"caching",
"around",
"the",
"df",
"paylod",
"retrieval"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/common/query_context.py#L152-L237
|
train
|
Get the payload of a df paylod retrieval
|
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(1737 - 1689) + '\157' + chr(49) + chr(0b1010 + 0o54) + '\x33', 51292 - 51284), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b0 + 0o63) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(654 - 604) + chr(0b11111 + 0o30) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110 + 0o53) + chr(1101 - 1050) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011 + 0o0) + chr(0b110100) + chr(702 - 649), 0b1000), ehT0Px3KOsy9(chr(1853 - 1805) + '\x6f' + chr(0b110001) + '\x34' + chr(0b110100), 36521 - 36513), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(50) + chr(2167 - 2115), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100111 + 0o13) + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(112 - 62) + '\x33', 35108 - 35100), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1265 - 1216), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + chr(0b101110 + 0o5) + chr(1979 - 1925) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b101011 + 0o13) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10100 + 0o35) + chr(0b110100) + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b100111 + 0o14) + chr(0b100111 + 0o11) + chr(396 - 342), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + '\x31' + '\x35' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110011 + 0o0) + chr(0b110101) + chr(48), 0o10), ehT0Px3KOsy9(chr(2173 - 2125) + chr(0b1101111) + '\x31' + '\x37' + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\060' + chr(0b11001 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o11) + chr(0b111 + 0o54) + chr(1569 - 1521), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x33' + chr(790 - 740), 8), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + '\062' + chr(1586 - 1531) + chr(125 - 77), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(50) + '\063' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(54) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1966 - 1918) + chr(111) + chr(1592 - 1543) + '\x33' + chr(1868 - 1819), 13702 - 13694), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(52) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o66) + '\067', 5799 - 5791), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1110 + 0o141) + chr(315 - 264) + chr(55) + chr(2125 - 2075), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b11010 + 0o125) + chr(0b110010) + '\x33' + chr(0b111 + 0o57), 0o10), ehT0Px3KOsy9(chr(309 - 261) + '\x6f' + '\062' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(1432 - 1382) + '\066' + chr(0b101101 + 0o4), 0b1000), ehT0Px3KOsy9(chr(1761 - 1713) + '\157' + chr(0b101001 + 0o11) + chr(348 - 298), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101111 + 0o3) + '\064' + chr(2578 - 2524), 56884 - 56876), ehT0Px3KOsy9('\x30' + chr(111) + chr(917 - 867) + chr(0b1000 + 0o56) + chr(0b10100 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b10100 + 0o133) + '\x33' + chr(0b110100), 11551 - 11543), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(0b110001) + '\061' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\x31' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2429 - 2378), ord("\x08")), ehT0Px3KOsy9(chr(569 - 521) + chr(4624 - 4513) + chr(0b110010) + chr(617 - 569) + chr(0b110000), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b']'), chr(100) + chr(0b1100101) + chr(685 - 586) + chr(9391 - 9280) + chr(100) + '\145')(chr(0b101011 + 0o112) + chr(0b111000 + 0o74) + chr(8840 - 8738) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hGU9RCqdRIsA(oVre8I6UXc3b, K3PmtkviHB3e, **M8EIoTs2GJXE):
sdGXYhWzRJmr = K3PmtkviHB3e.cache_key(datasource=oVre8I6UXc3b.datasource.MKkMr25EVnzr, **M8EIoTs2GJXE) if K3PmtkviHB3e else None
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b' i\xf2%\x90\x07\xf3\xadym\xaf\x9b'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\157' + '\x64' + chr(0b1010011 + 0o22))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'0?\xd95\x80D\xff\xffj;\xd5\x8b\x18'), '\x64' + chr(5702 - 5601) + '\143' + chr(0b10010 + 0o135) + chr(100) + '\145')('\165' + chr(8301 - 8185) + chr(0b1100110) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x151\xc80\x84\x10'), chr(4983 - 4883) + '\x65' + '\x63' + '\x6f' + chr(100) + '\145')(chr(0b1110101) + '\164' + chr(102) + chr(1713 - 1668) + '\x38'))(sdGXYhWzRJmr))
nG3dkGDhNnR_ = ehT0Px3KOsy9('\060' + '\x6f' + '\060', 59210 - 59202)
eNKGzvuSn4ek = None
aVhM9WzaWXU5 = None
WVbTomhifsG2 = zKdiQFzuryNR.utcnow().isoformat().split(xafqLlk3kkUe(SXOLrMavuUCe(b']'), '\x64' + chr(101) + chr(1032 - 933) + chr(10255 - 10144) + chr(0b1011 + 0o131) + chr(0b10001 + 0o124))(chr(117) + chr(116) + chr(3722 - 3620) + chr(0b101101 + 0o0) + chr(0b111000 + 0o0)))[ehT0Px3KOsy9('\060' + '\157' + chr(0b110000), 8)]
CvHxCOzSABTz = None
vBsMWH4gAEfy = None
MgmdEYXEleNe = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(0b1100010 + 0o3) + chr(0b1100011) + chr(0b1101011 + 0o4) + '\144' + '\x65')('\x75' + '\164' + '\146' + '\x2d' + chr(56))
RACuGzVUu2U8 = None
if sdGXYhWzRJmr and j1lPDdxcDbRB and (not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x151\xc8>\x80'), '\x64' + '\145' + chr(0b1100011) + chr(7015 - 6904) + chr(0b1010110 + 0o16) + chr(101))(chr(8341 - 8224) + chr(0b1110100) + chr(102) + '\055' + '\070'))):
CvHxCOzSABTz = j1lPDdxcDbRB.get(sdGXYhWzRJmr)
if CvHxCOzSABTz:
xafqLlk3kkUe(kIPUIk9nLA9x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a0\xd9/'), chr(0b1100100) + chr(101) + chr(99) + chr(1372 - 1261) + chr(0b110000 + 0o64) + chr(0b11100 + 0o111))(chr(117) + chr(0b10001 + 0o143) + chr(102) + chr(0b10110 + 0o27) + chr(0b110001 + 0o7)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f1\xdb9\x80\x00\xcb\xfcan\x98\xaf\x06V\xa5\x07\x8d'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1000 + 0o134) + chr(101))('\x75' + chr(116) + '\x66' + chr(45) + chr(0b111000)))
try:
CvHxCOzSABTz = iRlqpfNVo9iP.loads(CvHxCOzSABTz)
aVhM9WzaWXU5 = CvHxCOzSABTz[xafqLlk3kkUe(SXOLrMavuUCe(b'\x178'), chr(0b100001 + 0o103) + chr(9188 - 9087) + chr(8066 - 7967) + chr(7474 - 7363) + chr(100) + chr(0b100111 + 0o76))(chr(0b1010001 + 0o44) + chr(0b1100001 + 0o23) + chr(0b1100110) + '\x2d' + '\070')]
MgmdEYXEleNe = CvHxCOzSABTz[xafqLlk3kkUe(SXOLrMavuUCe(b'\x02+\xdf/\x9c'), chr(100) + chr(0b1100101) + '\x63' + chr(11464 - 11353) + chr(0b1100100) + chr(0b1100101))(chr(10592 - 10475) + chr(0b1110100) + '\146' + chr(45) + chr(0b111000))]
vBsMWH4gAEfy = bdVxKm4tezOp.QueryStatus.SUCCESS
nG3dkGDhNnR_ = ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(409 - 360), 8)
except jLmadlzMdunT as GlnVAPeT6CUe:
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16&\xd98\x95\x10\xfd\xf5}'), chr(100) + '\145' + chr(1178 - 1079) + '\x6f' + '\144' + '\145')(chr(10677 - 10560) + chr(8497 - 8381) + '\146' + '\055' + '\x38'))(GlnVAPeT6CUe)
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'6\x0b\xde\r\x84\x10\xdb\xc9"v\x8d\xc0'), chr(4019 - 3919) + chr(2439 - 2338) + chr(0b1100011) + '\157' + '\x64' + chr(683 - 582))(chr(117) + chr(0b1110100 + 0o0) + '\146' + chr(45) + chr(576 - 520)))(xafqLlk3kkUe(SXOLrMavuUCe(b'6,\xc82\x97D\xe6\xffre\x9c\x9e\x02\x17\xa5\x0e\x8b\x10\xa0\xa2\xba'), '\144' + '\145' + chr(99) + chr(111) + '\x64' + chr(101))(chr(0b1001010 + 0o53) + chr(0b1110100) + '\x66' + '\055' + '\070') + xafqLlk3kkUe(bdVxKm4tezOp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16,\xc82\x97;\xf9\xe9t^\x93\x82\nZ\x99\n\x90\x1b\xa0\xe8\xee\xd1\xf3]'), chr(5788 - 5688) + '\x65' + chr(5303 - 5204) + chr(111) + chr(5166 - 5066) + chr(502 - 401))(chr(117) + '\x74' + '\x66' + chr(0b100101 + 0o10) + chr(0b111000)))(GlnVAPeT6CUe))
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b' i\xf2%\x90\x07\xf3\xadym\xaf\x9b'), chr(0b1100100) + chr(0b1011000 + 0o15) + chr(0b1100011) + '\157' + '\144' + chr(0b1000101 + 0o40))(chr(0b1110101) + '\x74' + chr(0b1001011 + 0o33) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b' ;\xc8+\x8c\n\xf3\xbaus\x9a\x9dET\xa7\x0c\x80\x1d'), '\x64' + chr(8805 - 8704) + chr(5872 - 5773) + chr(111) + '\x64' + chr(0b1100101))('\165' + chr(0b11011 + 0o131) + chr(102) + chr(159 - 114) + chr(2786 - 2730)))
if K3PmtkviHB3e and (not nG3dkGDhNnR_):
try:
pMjq95XTp5n5 = oVre8I6UXc3b.get_query_result(K3PmtkviHB3e)
vBsMWH4gAEfy = pMjq95XTp5n5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x00*\xdb)\x90\x17'), '\144' + '\145' + '\143' + chr(0b1100110 + 0o11) + chr(0b1100100) + chr(3851 - 3750))(chr(0b1110101 + 0o0) + chr(10628 - 10512) + '\x66' + '\055' + chr(56))]
MgmdEYXEleNe = pMjq95XTp5n5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x02+\xdf/\x9c'), chr(100) + '\145' + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + chr(10076 - 9974) + '\x2d' + chr(2834 - 2778))]
RACuGzVUu2U8 = pMjq95XTp5n5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x16,\xc82\x97;\xf9\xff`r\x94\x97\x00'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\144' + '\145')(chr(117) + chr(2291 - 2175) + chr(0b1100110) + '\x2d' + chr(1031 - 975))]
aVhM9WzaWXU5 = pMjq95XTp5n5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x178'), '\144' + '\145' + chr(99) + '\x6f' + '\x64' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100101 + 0o1) + chr(45) + chr(56))]
if vBsMWH4gAEfy != xafqLlk3kkUe(bdVxKm4tezOp.QueryStatus, xafqLlk3kkUe(SXOLrMavuUCe(b'5\x1f\xf3\x11\xa0 '), chr(100) + '\x65' + chr(9503 - 9404) + '\x6f' + chr(1201 - 1101) + chr(0b1011001 + 0o14))(chr(0b1110100 + 0o1) + '\x74' + chr(687 - 585) + '\x2d' + chr(56))):
xafqLlk3kkUe(kIPUIk9nLA9x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a0\xd9/'), chr(0b1010010 + 0o22) + chr(2521 - 2420) + chr(99) + '\157' + chr(100) + '\x65')(chr(0b1010 + 0o153) + '\164' + chr(0b1100110) + '\x2d' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f1\xdb9\x80\x00\xcb\xfcan\x98\xaf\x16X\xb3\x1d\x8b\x1d'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + chr(100) + '\145')(chr(0b10001 + 0o144) + '\x74' + chr(102) + '\055' + '\x38'))
nG3dkGDhNnR_ = ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(3850 - 3739) + '\061', 8)
except jLmadlzMdunT as GlnVAPeT6CUe:
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16&\xd98\x95\x10\xfd\xf5}'), chr(5096 - 4996) + chr(0b10100 + 0o121) + chr(0b1100011) + chr(11183 - 11072) + chr(0b1100 + 0o130) + chr(101))(chr(0b1110101) + chr(2998 - 2882) + chr(0b1100110) + chr(0b101101) + chr(0b101000 + 0o20)))(GlnVAPeT6CUe)
if not RACuGzVUu2U8:
RACuGzVUu2U8 = xafqLlk3kkUe(SXOLrMavuUCe(b'\x08#'), chr(0b1100100) + chr(428 - 327) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(4866 - 4765))('\x75' + '\x74' + chr(5581 - 5479) + chr(0b10100 + 0o31) + chr(0b111000 + 0o0)).format(GlnVAPeT6CUe)
vBsMWH4gAEfy = bdVxKm4tezOp.QueryStatus.FAILED
eNKGzvuSn4ek = CiXxQDnt84wa.format_exc()
if nG3dkGDhNnR_ and sdGXYhWzRJmr and j1lPDdxcDbRB and (vBsMWH4gAEfy != xafqLlk3kkUe(bdVxKm4tezOp.QueryStatus, xafqLlk3kkUe(SXOLrMavuUCe(b'5\x1f\xf3\x11\xa0 '), chr(0b111010 + 0o52) + chr(0b10010 + 0o123) + chr(0b1100011) + '\x6f' + chr(0b1100001 + 0o3) + chr(8196 - 8095))(chr(0b111 + 0o156) + chr(116) + chr(102) + '\055' + '\x38'))):
try:
CvHxCOzSABTz = wLqBDw8l0eIm(dttm=WVbTomhifsG2, df=aVhM9WzaWXU5 if aVhM9WzaWXU5 is not None else None, query=MgmdEYXEleNe)
CvHxCOzSABTz = iRlqpfNVo9iP.dumps(CvHxCOzSABTz, protocol=iRlqpfNVo9iP.HIGHEST_PROTOCOL)
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b' i\xf2%\x90\x07\xf3\xadym\xaf\x9b'), chr(0b111110 + 0o46) + chr(0b1100101) + '\x63' + '\157' + chr(100) + '\145')(chr(0b11010 + 0o133) + chr(12388 - 12272) + '\x66' + chr(0b101101) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'0?\xd95\x8c\n\xf3\xbah|\xd5\x93\rV\xb4\x1c\xc8\x19\xb1\xb8\xf1\xdd\xe5\x13"\x9e'), chr(0b1111 + 0o125) + chr(3934 - 3833) + chr(8374 - 8275) + '\x6f' + chr(0b110100 + 0o60) + chr(1236 - 1135))(chr(0b1110101) + chr(0b1110100) + chr(4360 - 4258) + '\x2d' + chr(0b110010 + 0o6)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x151\xc80\x84\x10'), chr(0b1100100) + chr(101) + chr(2129 - 2030) + chr(3250 - 3139) + chr(982 - 882) + chr(101))(chr(117) + '\164' + chr(6123 - 6021) + '\x2d' + chr(0b10001 + 0o47)))(c2A0yzQpDQB3(CvHxCOzSABTz), sdGXYhWzRJmr))
xafqLlk3kkUe(kIPUIk9nLA9x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a0\xd9/'), '\x64' + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + chr(101))('\165' + chr(11653 - 11537) + '\x66' + chr(325 - 280) + chr(1071 - 1015)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x00;\xce\x02\x86\x05\xf7\xf2v^\x9e\x95\x1c'), chr(100) + chr(0b1010101 + 0o20) + chr(0b1011011 + 0o10) + '\157' + '\144' + '\145')(chr(0b1100000 + 0o25) + chr(116) + '\146' + chr(0b11 + 0o52) + '\070'))
xafqLlk3kkUe(j1lPDdxcDbRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00;\xce'), chr(100) + '\145' + chr(99) + chr(5878 - 5767) + chr(0b1100100) + chr(1003 - 902))(chr(117) + chr(116) + chr(0b1100100 + 0o2) + chr(45) + chr(56)))(sdGXYhWzRJmr, CvHxCOzSABTz, timeout=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10?\xd95\x80;\xe0\xf3~d\x9a\x85\x11'), chr(0b1100100) + chr(355 - 254) + '\143' + chr(0b1011111 + 0o20) + '\x64' + '\145')(chr(117) + '\164' + chr(0b10111 + 0o117) + '\x2d' + chr(56))))
except jLmadlzMdunT as GlnVAPeT6CUe:
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04?\xc83\x8c\n\xf3'), chr(0b101001 + 0o73) + chr(0b10 + 0o143) + chr(3337 - 3238) + chr(0b1101111) + chr(0b1010100 + 0o20) + '\145')('\165' + '\x74' + chr(102) + '\x2d' + chr(0b110000 + 0o10)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'01\xcf1\x81D\xfa\xf5g!\x96\x91\x06_\xa3O\x83\x1d\xbc\xb8\xe1\xc5'), chr(7752 - 7652) + '\x65' + '\x63' + '\157' + chr(0b10001 + 0o123) + '\x65')(chr(0b1110101) + '\x74' + '\x66' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x151\xc80\x84\x10'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1001001 + 0o54) + chr(13087 - 12971) + chr(0b1001011 + 0o33) + chr(0b1100 + 0o41) + chr(56)))(sdGXYhWzRJmr))
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16&\xd98\x95\x10\xfd\xf5}'), '\144' + chr(0b1100101) + chr(0b1001000 + 0o33) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b10111 + 0o136) + chr(116) + chr(0b1100010 + 0o4) + chr(0b11010 + 0o23) + '\070'))(GlnVAPeT6CUe)
xafqLlk3kkUe(j1lPDdxcDbRB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17;\xd68\x91\x01'), chr(0b111101 + 0o47) + '\145' + '\143' + chr(111) + chr(100) + chr(101))('\165' + chr(116) + '\x66' + chr(0b100000 + 0o15) + '\070'))(sdGXYhWzRJmr)
return {xafqLlk3kkUe(SXOLrMavuUCe(b'\x10?\xd95\x80;\xff\xffj'), chr(0b1100001 + 0o3) + chr(101) + chr(0b1100011) + chr(764 - 653) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(5208 - 5106) + '\055' + chr(0b111000)): sdGXYhWzRJmr, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10?\xd95\x80\x00\xcb\xfegu\x98'), chr(0b1100010 + 0o2) + '\x65' + '\x63' + chr(0b1101111) + chr(2005 - 1905) + chr(8615 - 8514))(chr(0b1110101) + chr(12668 - 12552) + chr(0b1100110) + chr(0b110 + 0o47) + '\x38'): CvHxCOzSABTz[xafqLlk3kkUe(SXOLrMavuUCe(b'\x17*\xce0'), '\x64' + chr(2217 - 2116) + chr(0b1100011) + chr(1555 - 1444) + chr(6332 - 6232) + chr(3914 - 3813))('\165' + chr(0b110101 + 0o77) + chr(0b1100110) + chr(0b1010 + 0o43) + chr(56))] if CvHxCOzSABTz is not None else None, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10?\xd95\x80;\xe0\xf3~d\x9a\x85\x11'), chr(100) + chr(250 - 149) + chr(99) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1011111 + 0o26) + '\x74' + chr(102) + '\055' + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10?\xd95\x80;\xe0\xf3~d\x9a\x85\x11'), chr(100) + '\145' + chr(0b1100011) + chr(5426 - 5315) + chr(0b1100100) + '\145')(chr(13654 - 13537) + chr(0b1011000 + 0o34) + '\x66' + '\x2d' + chr(0b100000 + 0o30))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x178'), chr(100) + chr(0b11110 + 0o107) + chr(99) + chr(4021 - 3910) + '\x64' + chr(101))('\165' + chr(116) + '\x66' + chr(0b101101) + chr(0b111000)): aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16,\xc82\x97'), chr(3591 - 3491) + '\x65' + '\x63' + chr(9518 - 9407) + chr(0b1000110 + 0o36) + '\145')('\x75' + chr(0b1110100) + chr(0b1 + 0o145) + '\x2d' + '\x38'): RACuGzVUu2U8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a-\xe5>\x84\x07\xfc\xffw'), chr(0b101101 + 0o67) + '\x65' + '\x63' + '\157' + chr(0b1001000 + 0o34) + chr(101))('\165' + chr(0b1110100) + chr(586 - 484) + chr(0b101101) + chr(56)): sdGXYhWzRJmr is not None, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02+\xdf/\x9c'), chr(0b1011111 + 0o5) + chr(2914 - 2813) + chr(0b10111 + 0o114) + chr(0b110011 + 0o74) + chr(100) + chr(101))('\165' + chr(0b11110 + 0o126) + chr(7865 - 7763) + '\x2d' + '\070'): MgmdEYXEleNe, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00*\xdb)\x90\x17'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + '\144' + '\145')(chr(117) + '\164' + '\146' + '\x2d' + '\070'): vBsMWH4gAEfy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00*\xdb>\x8e\x10\xe6\xfbpd'), chr(1535 - 1435) + chr(0b111000 + 0o55) + chr(0b1100011) + chr(0b1101111) + chr(8939 - 8839) + chr(101))(chr(0b1110101) + '\x74' + chr(3875 - 3773) + chr(0b100100 + 0o11) + chr(2361 - 2305)): eNKGzvuSn4ek, xafqLlk3kkUe(SXOLrMavuUCe(b'\x011\xcd>\x8a\x11\xfa\xee'), chr(0b1100100) + chr(0b10110 + 0o117) + chr(0b1100011) + '\157' + chr(100) + '\x65')(chr(0b1001100 + 0o51) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000)): c2A0yzQpDQB3(xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'+:\xd5*\xb7\x06\xde\xd1IV\xb9\xc9'), '\144' + chr(2205 - 2104) + chr(0b1100011) + '\157' + chr(0b10001 + 0o123) + '\x65')('\x75' + chr(0b11011 + 0o131) + chr(102) + '\x2d' + chr(473 - 417)))) if aVhM9WzaWXU5 is not None else ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b11111 + 0o120) + chr(0b1001 + 0o47), 8)}
|
apache/incubator-superset
|
superset/models/core.py
|
Slice.data
|
def data(self):
"""Data used to render slice in templates"""
d = {}
self.token = ''
try:
d = self.viz.data
self.token = d.get('token')
except Exception as e:
logging.exception(e)
d['error'] = str(e)
return {
'datasource': self.datasource_name,
'description': self.description,
'description_markeddown': self.description_markeddown,
'edit_url': self.edit_url,
'form_data': self.form_data,
'slice_id': self.id,
'slice_name': self.slice_name,
'slice_url': self.slice_url,
'modified': self.modified(),
'changed_on_humanized': self.changed_on_humanized,
'changed_on': self.changed_on.isoformat(),
}
|
python
|
def data(self):
"""Data used to render slice in templates"""
d = {}
self.token = ''
try:
d = self.viz.data
self.token = d.get('token')
except Exception as e:
logging.exception(e)
d['error'] = str(e)
return {
'datasource': self.datasource_name,
'description': self.description,
'description_markeddown': self.description_markeddown,
'edit_url': self.edit_url,
'form_data': self.form_data,
'slice_id': self.id,
'slice_name': self.slice_name,
'slice_url': self.slice_url,
'modified': self.modified(),
'changed_on_humanized': self.changed_on_humanized,
'changed_on': self.changed_on.isoformat(),
}
|
[
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"self",
")",
":",
"d",
"=",
"{",
"}",
"self",
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"''",
"try",
":",
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",",
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",",
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",",
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":",
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"edit_url",
",",
"'form_data'",
":",
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",",
"'slice_id'",
":",
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",",
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":",
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",",
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":",
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",",
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":",
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"(",
")",
",",
"'changed_on_humanized'",
":",
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",",
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":",
"self",
".",
"changed_on",
".",
"isoformat",
"(",
")",
",",
"}"
] |
Data used to render slice in templates
|
[
"Data",
"used",
"to",
"render",
"slice",
"in",
"templates"
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/models/core.py#L226-L248
|
train
|
Data used to render slice in templates
|
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' + chr(0b110001) + '\x35' + chr(0b10001 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\x32' + '\x32' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1003 - 955) + chr(0b1101111) + '\x31' + '\067' + '\063', 0b1000), ehT0Px3KOsy9(chr(2117 - 2069) + chr(0b1000001 + 0o56) + '\x32' + chr(54) + chr(2756 - 2702), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + '\x31' + '\x36' + '\x31', 60825 - 60817), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\x35' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(49) + chr(53) + chr(51), 0b1000), ehT0Px3KOsy9(chr(1007 - 959) + chr(0b101110 + 0o101) + chr(0b110010) + chr(52) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(560 - 506) + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + chr(2219 - 2108) + '\x37' + chr(633 - 579), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b111110 + 0o61) + chr(0b110001) + chr(50) + chr(2504 - 2449), 42723 - 42715), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(1043 - 932) + chr(51) + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9(chr(1210 - 1162) + chr(2563 - 2452) + '\062' + chr(0b101100 + 0o6) + chr(1136 - 1082), 62586 - 62578), ehT0Px3KOsy9('\x30' + chr(0b101011 + 0o104) + chr(2342 - 2292) + '\x37' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1914 - 1866) + chr(0b1101111) + chr(0b110 + 0o53) + chr(0b10011 + 0o35) + '\060', 41353 - 41345), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\060' + chr(0b1111 + 0o41), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(740 - 689) + chr(964 - 915), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1983 - 1872) + chr(708 - 659) + '\x32' + chr(1775 - 1724), 0b1000), ehT0Px3KOsy9(chr(2277 - 2229) + chr(0b1101111) + chr(0b110011) + '\062' + chr(1681 - 1626), 11578 - 11570), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2241 - 2192) + chr(0b10000 + 0o47) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(733 - 622) + chr(0b110101) + chr(1803 - 1749), 38198 - 38190), ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(1997 - 1946) + chr(0b110010) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(941 - 893) + '\x6f' + chr(1435 - 1381) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\061' + '\062' + chr(0b110001 + 0o4), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b10110 + 0o33) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b100101 + 0o15) + chr(48) + chr(2109 - 2056), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\066', 0b1000), ehT0Px3KOsy9(chr(837 - 789) + '\157' + chr(0b110011 + 0o3) + chr(55), 3510 - 3502), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100010 + 0o20) + chr(0b11011 + 0o32) + '\x37', 0b1000), ehT0Px3KOsy9(chr(2075 - 2027) + chr(0b1101111) + '\066' + chr(0b100101 + 0o20), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b110011) + chr(0b101111 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(51) + chr(0b110000) + chr(2409 - 2357), 30551 - 30543), ehT0Px3KOsy9(chr(0b110000) + chr(5037 - 4926) + chr(148 - 99) + '\067' + chr(0b101101 + 0o7), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(978 - 925) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110111) + chr(0b100111 + 0o12), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1111 + 0o42) + chr(0b1110 + 0o42) + chr(0b10111 + 0o34), 0o10), ehT0Px3KOsy9(chr(524 - 476) + chr(0b100010 + 0o115) + chr(0b110110) + chr(522 - 473), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\061' + chr(0b110010 + 0o0), 0b1000), ehT0Px3KOsy9(chr(1987 - 1939) + '\x6f' + chr(49) + '\x34' + chr(0b100010 + 0o23), 45585 - 45577)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b110 + 0o136) + chr(101))(chr(0b1110101) + chr(0b11 + 0o161) + chr(102) + '\055' + chr(762 - 706)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ULnjp6D6efFH(oVre8I6UXc3b):
pd3lxn9vqWxp = {}
oVre8I6UXc3b.mTy3fac_AqJ5 = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(101) + '\143' + chr(111) + chr(0b10010 + 0o122) + '\x65')(chr(117) + chr(116) + '\x66' + chr(0b101101) + chr(56))
try:
pd3lxn9vqWxp = oVre8I6UXc3b.viz.ULnjp6D6efFH
oVre8I6UXc3b.mTy3fac_AqJ5 = pd3lxn9vqWxp.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xfe\x10\xd3\x1f'), chr(3568 - 3468) + '\145' + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')('\165' + chr(0b1010110 + 0o36) + chr(0b1100110) + chr(300 - 255) + chr(0b1001 + 0o57)))
except jLmadlzMdunT as GlnVAPeT6CUe:
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xe9\x18\xd3\x01\x9a\x02\xcc\xd8'), '\x64' + '\x65' + '\143' + chr(0b1101111) + chr(0b11010 + 0o112) + chr(0b1100101))(chr(0b11010 + 0o133) + '\x74' + '\x66' + '\x2d' + chr(0b10010 + 0o46)))(GlnVAPeT6CUe)
pd3lxn9vqWxp[xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xe3\t\xd9\x03'), chr(0b1100100) + chr(4550 - 4449) + chr(0b1100011) + chr(0b1001011 + 0o44) + chr(6061 - 5961) + chr(101))(chr(0b1110101) + chr(6232 - 6116) + '\146' + chr(0b101101) + chr(698 - 642))] = M8_cKLkHVB2V(GlnVAPeT6CUe)
return {xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xf0\x0f\xd7\x02\x81\x1e\xd1\xd5['), chr(100) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1011011 + 0o12))('\165' + chr(116) + chr(1257 - 1155) + chr(0b101101) + '\070'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xf0\x0f\xd7\x02\x81\x1e\xd1\xd5[\x08\x9f\xf7\xd1%'), chr(100) + chr(0b1011111 + 0o6) + '\x63' + '\x6f' + chr(100) + '\145')('\x75' + chr(0b10011 + 0o141) + chr(102) + chr(45) + chr(0b10111 + 0o41))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xf4\x08\xd5\x03\x87\x1b\xd7\xdfQ9'), chr(100) + chr(0b1001011 + 0o32) + chr(99) + '\157' + '\x64' + '\145')('\x75' + chr(116) + chr(0b1100110) + chr(0b111 + 0o46) + chr(0b111000)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xf4\x08\xd5\x03\x87\x1b\xd7\xdfQ9'), '\144' + chr(0b0 + 0o145) + '\x63' + '\157' + chr(1175 - 1075) + chr(7689 - 7588))(chr(117) + chr(116) + chr(0b10001 + 0o125) + '\055' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xf4\x08\xd5\x03\x87\x1b\xd7\xdfQ9\xae\xfb\xdd2+\xbc7\xb3\x16Y\xbd'), '\x64' + chr(0b101 + 0o140) + '\143' + '\x6f' + chr(9793 - 9693) + '\145')('\165' + chr(0b1110100) + chr(102) + chr(0b10001 + 0o34) + chr(0b111000)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xf4\x08\xd5\x03\x87\x1b\xd7\xdfQ9\xae\xfb\xdd2+\xbc7\xb3\x16Y\xbd'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b110011 + 0o61) + chr(0b1100101))(chr(117) + chr(7949 - 7833) + chr(102) + chr(0b1110 + 0o37) + chr(0b111000 + 0o0))), xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xf5\x12\xc2.\x9b\x19\xcf'), chr(0b1100100) + chr(0b1100101) + chr(1409 - 1310) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1110101) + chr(116) + chr(102) + chr(0b100001 + 0o14) + chr(0b100000 + 0o30)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xf5\x12\xc2.\x9b\x19\xcf'), chr(0b1100100) + chr(101) + chr(0b111011 + 0o50) + chr(111) + chr(4756 - 4656) + '\x65')(chr(0b1011001 + 0o34) + chr(9304 - 9188) + '\x66' + '\055' + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\n\xfe\t\xdb.\x8a\n\xd7\xd7'), chr(0b10001 + 0o123) + chr(0b11110 + 0o107) + '\143' + chr(5137 - 5026) + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + chr(2646 - 2544) + '\x2d' + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\n\xfe\t\xdb.\x8a\n\xd7\xd7'), '\x64' + chr(0b101010 + 0o73) + '\143' + chr(10905 - 10794) + chr(100) + chr(101))('\165' + chr(10435 - 10319) + chr(0b100111 + 0o77) + '\x2d' + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xfd\x12\xd5\x14\xb1\x02\xc7'), '\144' + chr(0b10000 + 0o125) + chr(0b111000 + 0o53) + chr(8997 - 8886) + chr(100) + chr(0b1100101))(chr(13374 - 13257) + chr(3405 - 3289) + '\146' + chr(45) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xa9>\xde3\x822\xea\x84|/\xc5'), '\144' + '\145' + chr(99) + '\157' + chr(149 - 49) + chr(10179 - 10078))(chr(0b1110101) + '\164' + '\x66' + '\x2d' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xfd\x12\xd5\x14\xb1\x05\xc2\xdb['), '\x64' + chr(0b1010111 + 0o16) + chr(0b1100011) + chr(0b1110 + 0o141) + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xfd\x12\xd5\x14\xb1\x05\xc2\xdb['), chr(100) + '\x65' + '\x63' + chr(111) + '\144' + chr(6682 - 6581))(chr(8729 - 8612) + '\x74' + '\146' + chr(1154 - 1109) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xfd\x12\xd5\x14\xb1\x1e\xd1\xda'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1101111) + '\x64' + chr(0b10100 + 0o121))(chr(117) + chr(116) + '\146' + '\x2d' + chr(0b111000)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xfd\x12\xd5\x14\xb1\x1e\xd1\xda'), '\x64' + chr(7906 - 7805) + '\x63' + chr(0b101001 + 0o106) + chr(0b101001 + 0o73) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xfe\x1f\xdf\x17\x87\x0e\xc7'), chr(0b101010 + 0o72) + chr(0b1100101) + '\x63' + chr(111) + chr(0b100100 + 0o100) + chr(0b1100101))(chr(0b1110 + 0o147) + chr(0b1110100) + '\x66' + chr(620 - 575) + chr(0b100001 + 0o27)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xfe\x1f\xdf\x17\x87\x0e\xc7'), '\x64' + chr(101) + '\143' + chr(0b111101 + 0o62) + '\144' + chr(3579 - 3478))('\x75' + '\164' + chr(0b1100110) + chr(0b1001 + 0o44) + '\x38'))(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xf9\x1a\xd8\x16\x8b\x0f\xfc\xd9P\x08\x99\xe3\xd1!.\xb0)\xb2\x1d'), '\x64' + '\x65' + chr(0b1000100 + 0o37) + '\157' + chr(0b1100100) + chr(0b1100101))('\165' + '\164' + chr(102) + '\055' + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xf9\x1a\xd8\x16\x8b\x0f\xfc\xd9P\x08\x99\xe3\xd1!.\xb0)\xb2\x1d'), '\144' + chr(0b1100101) + chr(99) + chr(111) + chr(0b101100 + 0o70) + '\x65')(chr(117) + chr(261 - 145) + chr(10031 - 9929) + '\055' + chr(0b110110 + 0o2))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xf9\x1a\xd8\x16\x8b\x0f\xfc\xd9P'), chr(0b111111 + 0o45) + chr(0b1100101) + chr(99) + chr(4370 - 4259) + '\x64' + chr(0b1100101))(chr(117) + '\164' + chr(102) + '\055' + chr(0b1110 + 0o52)): xafqLlk3kkUe(oVre8I6UXc3b.changed_on, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\xe2\x14\xd0\x1e\x9c\x06\xc2\xc2'), '\144' + chr(0b111 + 0o136) + chr(0b101100 + 0o67) + '\157' + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b100100 + 0o24)))()}
|
apache/incubator-superset
|
superset/models/core.py
|
Slice.get_viz
|
def get_viz(self, force=False):
"""Creates :py:class:viz.BaseViz object from the url_params_multidict.
:return: object of the 'viz_type' type that is taken from the
url_params_multidict or self.params.
:rtype: :py:class:viz.BaseViz
"""
slice_params = json.loads(self.params)
slice_params['slice_id'] = self.id
slice_params['json'] = 'false'
slice_params['slice_name'] = self.slice_name
slice_params['viz_type'] = self.viz_type if self.viz_type else 'table'
return viz_types[slice_params.get('viz_type')](
self.datasource,
form_data=slice_params,
force=force,
)
|
python
|
def get_viz(self, force=False):
"""Creates :py:class:viz.BaseViz object from the url_params_multidict.
:return: object of the 'viz_type' type that is taken from the
url_params_multidict or self.params.
:rtype: :py:class:viz.BaseViz
"""
slice_params = json.loads(self.params)
slice_params['slice_id'] = self.id
slice_params['json'] = 'false'
slice_params['slice_name'] = self.slice_name
slice_params['viz_type'] = self.viz_type if self.viz_type else 'table'
return viz_types[slice_params.get('viz_type')](
self.datasource,
form_data=slice_params,
force=force,
)
|
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",",
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",",
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"=",
"force",
",",
")"
] |
Creates :py:class:viz.BaseViz object from the url_params_multidict.
:return: object of the 'viz_type' type that is taken from the
url_params_multidict or self.params.
:rtype: :py:class:viz.BaseViz
|
[
"Creates",
":",
"py",
":",
"class",
":",
"viz",
".",
"BaseViz",
"object",
"from",
"the",
"url_params_multidict",
"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/models/core.py#L305-L322
|
train
|
Creates a Viz object from the url_params_multidict or self. params.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1178 - 1130) + chr(0b1101111) + '\x31' + chr(824 - 769) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(54) + chr(0b1101 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11 + 0o64) + '\061', 10577 - 10569), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(885 - 834) + chr(399 - 350), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2892 - 2781) + chr(51) + chr(2033 - 1980), 48614 - 48606), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(1313 - 1259) + chr(1386 - 1335), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + '\062' + '\x32' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\062' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(52) + chr(0b1011 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1937 - 1826) + '\x32' + chr(1220 - 1169) + chr(0b110010), 50808 - 50800), ehT0Px3KOsy9(chr(1651 - 1603) + chr(0b1101011 + 0o4) + chr(49) + chr(1287 - 1235) + '\061', 55176 - 55168), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o21) + chr(0b1011 + 0o45) + chr(0b10011 + 0o42), 0b1000), ehT0Px3KOsy9(chr(1779 - 1731) + '\157' + chr(0b110001) + chr(0b10001 + 0o42), 61951 - 61943), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(558 - 506) + chr(2221 - 2172), 0o10), ehT0Px3KOsy9(chr(307 - 259) + chr(111) + '\062' + chr(52) + '\x31', 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(649 - 538) + chr(0b100101 + 0o14) + chr(53) + chr(0b101101 + 0o7), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x34' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1934 - 1886) + chr(0b1101111) + chr(0b110010) + chr(0b110111) + '\x33', 12995 - 12987), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10100 + 0o36) + chr(2550 - 2496) + chr(2152 - 2104), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\065' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100001 + 0o20) + chr(1495 - 1440) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(0b100000 + 0o23) + '\061' + chr(53), 0b1000), ehT0Px3KOsy9(chr(2206 - 2158) + chr(0b1101111) + '\062' + '\065' + chr(55), 28323 - 28315), ehT0Px3KOsy9('\060' + chr(9936 - 9825) + chr(0b101111 + 0o3) + chr(2473 - 2422), 57522 - 57514), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1497 - 1448) + chr(1885 - 1835) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(1688 - 1577) + chr(536 - 484) + chr(0b1000 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101111 + 0o100) + '\x32' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(2199 - 2151) + chr(0b110010 + 0o75) + chr(50) + chr(0b110001) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(2344 - 2292) + '\x34', 8), ehT0Px3KOsy9(chr(1807 - 1759) + '\x6f' + chr(0b100001 + 0o22) + chr(53) + '\065', 22949 - 22941), ehT0Px3KOsy9(chr(1612 - 1564) + '\157' + chr(50) + '\060' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1100010 + 0o15) + chr(0b101111 + 0o4) + chr(0b11 + 0o56) + chr(2576 - 2522), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + '\x32' + '\x36' + chr(2125 - 2074), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(1441 - 1391) + chr(0b100010 + 0o25) + chr(894 - 839), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8580 - 8469) + '\x32' + chr(0b10001 + 0o41) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + '\061' + '\062' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(9153 - 9042) + chr(1108 - 1056) + chr(802 - 749), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(53) + chr(51), 0b1000), ehT0Px3KOsy9(chr(1203 - 1155) + '\157' + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1101 + 0o47), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(100) + '\x65' + '\x63' + chr(11978 - 11867) + chr(0b1100100) + '\145')('\x75' + chr(0b1000101 + 0o57) + chr(0b101110 + 0o70) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def viZEg1_VOuGF(oVre8I6UXc3b, oUXpZkWkSgMi=ehT0Px3KOsy9(chr(1296 - 1248) + chr(10501 - 10390) + '\x30', 0b1000)):
k3uGkRL9lVfs = fXk443epxtd5.loads(oVre8I6UXc3b.params)
k3uGkRL9lVfs[xafqLlk3kkUe(SXOLrMavuUCe(b'\nYP\xfaxl\xfdv'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + chr(5322 - 5222) + chr(0b1001100 + 0o31))(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(0b100100 + 0o24))] = oVre8I6UXc3b.z8EhBlYI2Bx4
k3uGkRL9lVfs[xafqLlk3kkUe(SXOLrMavuUCe(b'\x13FV\xf7'), chr(2742 - 2642) + chr(101) + '\143' + chr(0b1101111) + '\144' + '\145')(chr(117) + '\x74' + '\x66' + chr(1113 - 1068) + chr(1653 - 1597))] = xafqLlk3kkUe(SXOLrMavuUCe(b'\x1fTU\xeax'), '\x64' + chr(9045 - 8944) + '\x63' + '\x6f' + '\144' + chr(8373 - 8272))(chr(0b1110101) + chr(116) + chr(3394 - 3292) + '\x2d' + '\x38')
k3uGkRL9lVfs[xafqLlk3kkUe(SXOLrMavuUCe(b'\nYP\xfaxl\xfas\t\xff'), chr(0b101101 + 0o67) + '\145' + chr(3478 - 3379) + chr(0b1010011 + 0o34) + chr(9133 - 9033) + chr(0b1 + 0o144))(chr(117) + chr(116) + '\x66' + chr(0b1 + 0o54) + chr(0b111000))] = oVre8I6UXc3b.slice_name
k3uGkRL9lVfs[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\\C\xc6iJ\xe4w'), chr(0b1100000 + 0o4) + chr(5578 - 5477) + chr(0b1100011) + '\157' + chr(2283 - 2183) + chr(0b101000 + 0o75))('\165' + chr(0b100100 + 0o120) + chr(6726 - 6624) + '\x2d' + '\x38')] = oVre8I6UXc3b.viz_type if oVre8I6UXc3b.viz_type else xafqLlk3kkUe(SXOLrMavuUCe(b'\rT[\xf5x'), '\x64' + chr(416 - 315) + '\143' + '\157' + chr(0b111011 + 0o51) + '\x65')(chr(812 - 695) + chr(0b100010 + 0o122) + chr(0b1100110) + chr(0b0 + 0o55) + '\x38')
return AIk4TO0S2iW0[xafqLlk3kkUe(k3uGkRL9lVfs, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1ePM'), '\x64' + '\145' + chr(0b1100011) + chr(5560 - 5449) + chr(9812 - 9712) + chr(101))(chr(117) + '\164' + chr(4648 - 4546) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\\C\xc6iJ\xe4w'), chr(7713 - 7613) + chr(0b1011 + 0o132) + '\143' + chr(0b1101111) + chr(0b1000110 + 0o36) + '\x65')('\165' + chr(116) + chr(0b1000011 + 0o43) + '\055' + chr(0b111000)))](xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1dTM\xf8n\\\xe1`\x07\xff'), chr(0b1100100) + chr(0b1001000 + 0o35) + '\x63' + chr(111) + chr(0b101110 + 0o66) + chr(0b1100101))(chr(7427 - 7310) + '\164' + '\x66' + chr(0b11 + 0o52) + chr(1006 - 950))), form_data=k3uGkRL9lVfs, force=oUXpZkWkSgMi)
|
apache/incubator-superset
|
superset/models/core.py
|
Slice.import_obj
|
def import_obj(cls, slc_to_import, slc_to_override, import_time=None):
"""Inserts or overrides slc in the database.
remote_id and import_time fields in params_dict are set to track the
slice origin and ensure correct overrides for multiple imports.
Slice.perm is used to find the datasources and connect them.
:param Slice slc_to_import: Slice object to import
:param Slice slc_to_override: Slice to replace, id matches remote_id
:returns: The resulting id for the imported slice
:rtype: int
"""
session = db.session
make_transient(slc_to_import)
slc_to_import.dashboards = []
slc_to_import.alter_params(
remote_id=slc_to_import.id, import_time=import_time)
slc_to_import = slc_to_import.copy()
params = slc_to_import.params_dict
slc_to_import.datasource_id = ConnectorRegistry.get_datasource_by_name(
session, slc_to_import.datasource_type, params['datasource_name'],
params['schema'], params['database_name']).id
if slc_to_override:
slc_to_override.override(slc_to_import)
session.flush()
return slc_to_override.id
session.add(slc_to_import)
logging.info('Final slice: {}'.format(slc_to_import.to_json()))
session.flush()
return slc_to_import.id
|
python
|
def import_obj(cls, slc_to_import, slc_to_override, import_time=None):
"""Inserts or overrides slc in the database.
remote_id and import_time fields in params_dict are set to track the
slice origin and ensure correct overrides for multiple imports.
Slice.perm is used to find the datasources and connect them.
:param Slice slc_to_import: Slice object to import
:param Slice slc_to_override: Slice to replace, id matches remote_id
:returns: The resulting id for the imported slice
:rtype: int
"""
session = db.session
make_transient(slc_to_import)
slc_to_import.dashboards = []
slc_to_import.alter_params(
remote_id=slc_to_import.id, import_time=import_time)
slc_to_import = slc_to_import.copy()
params = slc_to_import.params_dict
slc_to_import.datasource_id = ConnectorRegistry.get_datasource_by_name(
session, slc_to_import.datasource_type, params['datasource_name'],
params['schema'], params['database_name']).id
if slc_to_override:
slc_to_override.override(slc_to_import)
session.flush()
return slc_to_override.id
session.add(slc_to_import)
logging.info('Final slice: {}'.format(slc_to_import.to_json()))
session.flush()
return slc_to_import.id
|
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] |
Inserts or overrides slc in the database.
remote_id and import_time fields in params_dict are set to track the
slice origin and ensure correct overrides for multiple imports.
Slice.perm is used to find the datasources and connect them.
:param Slice slc_to_import: Slice object to import
:param Slice slc_to_override: Slice to replace, id matches remote_id
:returns: The resulting id for the imported slice
:rtype: int
|
[
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"database",
"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/models/core.py#L336-L366
|
train
|
Imports a slice into the database.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(472 - 424) + chr(4833 - 4722) + '\x32' + chr(538 - 484) + chr(53), 153 - 145), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(202 - 147) + chr(0b10101 + 0o42), 9884 - 9876), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(1787 - 1737) + chr(2256 - 2205) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(623 - 572), 60576 - 60568), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\061' + chr(0b11000 + 0o35), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(1118 - 1007) + chr(0b110011) + chr(0b110010) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b111 + 0o54) + chr(49), 36662 - 36654), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(8193 - 8082) + chr(0b110011) + '\x30' + '\x31', 7243 - 7235), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(639 - 590) + chr(0b110001) + chr(1067 - 1018), 0o10), ehT0Px3KOsy9(chr(517 - 469) + chr(111) + '\061' + chr(2357 - 2308) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(283 - 235) + chr(111) + chr(0b10110 + 0o33) + '\064' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\067' + chr(0b10111 + 0o37), 0o10), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(50) + chr(828 - 780) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(150 - 99) + '\067' + chr(0b101 + 0o53), 0o10), ehT0Px3KOsy9('\060' + chr(9281 - 9170) + '\064' + chr(2800 - 2745), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110000) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1418 - 1367) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b10101 + 0o36) + chr(0b110000 + 0o2) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3300 - 3189) + chr(0b110001) + '\x36' + chr(0b11110 + 0o26), 0b1000), ehT0Px3KOsy9(chr(2054 - 2006) + chr(0b1101111) + '\063' + chr(0b101110 + 0o4), 8), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + '\x33', 59788 - 59780), ehT0Px3KOsy9(chr(0b110000) + chr(7075 - 6964) + chr(0b110 + 0o54) + chr(49) + chr(0b101 + 0o60), 8), ehT0Px3KOsy9(chr(606 - 558) + '\x6f' + chr(54) + '\x30', 44121 - 44113), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(54) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\x32' + '\066' + chr(1324 - 1275), 47266 - 47258), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10011 + 0o37) + '\x37' + '\064', 34798 - 34790), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(1241 - 1130) + chr(49) + chr(0b11011 + 0o32) + '\061', 64660 - 64652), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(0b110001) + chr(51) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1661 - 1613) + '\x6f' + '\x31' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(0b110010) + chr(0b110110) + chr(844 - 794), 20438 - 20430), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x37' + chr(1807 - 1756), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(51) + chr(0b110110), 61276 - 61268), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(51) + chr(221 - 170), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x34' + chr(54), 40740 - 40732), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\x31' + chr(560 - 512) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(147 - 36) + chr(0b10011 + 0o40) + chr(0b110011 + 0o0) + chr(0b110001), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1582 - 1534) + '\x6f' + '\065' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b'), chr(0b1100100) + '\x65' + '\x63' + '\157' + chr(0b100011 + 0o101) + '\145')('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def EaqUmepaDZRd(NSstowUUZlxS, Jk1Frt8se741, RYrObM0yzTO2, o3cHCEcDivpm=None):
Q4vuWJRZ65bC = fXTenaqZmXyd.session
omgsNpdRX7sf(Jk1Frt8se741)
Jk1Frt8se741.myqdIfdorzVm = []
xafqLlk3kkUe(Jk1Frt8se741, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\x93\xe8v\xffu\xa18\xb3(#\x17'), chr(100) + chr(101) + chr(0b1100011) + chr(0b111000 + 0o67) + chr(0b1100100) + chr(4693 - 4592))(chr(117) + chr(0b1001101 + 0o47) + chr(7574 - 7472) + '\055' + '\070'))(remote_id=xafqLlk3kkUe(Jk1Frt8se741, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xc7\xd9{\xcfF\x88\x10\xf3\x0b6P'), chr(0b1100100) + chr(0b1011010 + 0o13) + chr(99) + chr(111) + chr(0b1001111 + 0o25) + '\145')('\x75' + chr(0b1110100) + chr(102) + chr(1813 - 1768) + chr(56))), import_time=o3cHCEcDivpm)
Jk1Frt8se741 = Jk1Frt8se741.igThHS4jwVsa()
nEbJZ4wfte2w = Jk1Frt8se741.params_dict
Jk1Frt8se741.GtDxkidlmLLF = Bzg36A60lARx.get_datasource_by_name(Q4vuWJRZ65bC, Jk1Frt8se741.datasource_type, nEbJZ4wfte2w[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\x9e\xe8r\xfeE\xa4+\xa2,\x11\n\xdf\xef\x9d'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1111 + 0o140) + chr(7992 - 7892) + chr(0b1100100 + 0o1))('\x75' + '\x74' + chr(0b1001 + 0o135) + chr(1588 - 1543) + chr(527 - 471))], nEbJZ4wfte2w[xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\x9c\xf4v\xe0K'), '\144' + chr(101) + chr(9118 - 9019) + chr(5772 - 5661) + chr(100) + chr(0b101011 + 0o72))(chr(117) + '\164' + chr(102) + chr(0b11001 + 0o24) + '\070')], nEbJZ4wfte2w[xafqLlk3kkUe(SXOLrMavuUCe(b"\xd1\x9e\xe8r\xefK\xa2<\x9e'/\t\xdb"), chr(100) + chr(6656 - 6555) + '\x63' + chr(0b1101111) + '\144' + chr(101))(chr(0b1100001 + 0o24) + '\164' + chr(102) + chr(0b11000 + 0o25) + chr(0b110110 + 0o2))]).z8EhBlYI2Bx4
if RYrObM0yzTO2:
xafqLlk3kkUe(RYrObM0yzTO2, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x89\xf9a\xffC\xb5<'), '\x64' + chr(6008 - 5907) + chr(99) + chr(111) + chr(0b101001 + 0o73) + chr(2919 - 2818))('\x75' + chr(10293 - 10177) + chr(2397 - 2295) + chr(45) + chr(0b111000)))(Jk1Frt8se741)
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\x93\xe9`\xe5'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(7359 - 7248) + chr(100) + chr(10110 - 10009))(chr(0b100001 + 0o124) + chr(0b1010011 + 0o41) + '\146' + chr(45) + chr(56)))()
return xafqLlk3kkUe(RYrObM0yzTO2, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xc7\xd9{\xcfF\x88\x10\xf3\x0b6P'), '\144' + chr(0b110101 + 0o60) + '\x63' + chr(0b1101111) + '\x64' + chr(0b10100 + 0o121))(chr(117) + chr(4728 - 4612) + chr(0b11011 + 0o113) + chr(0b101101) + chr(56)))
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\x9b\xf8'), '\144' + '\145' + chr(0b1011 + 0o130) + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(116) + '\146' + chr(1424 - 1379) + chr(1156 - 1100)))(Jk1Frt8se741)
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6\xc8\xd4k\xf8I\xb6n\xab%\x14\x0f'), chr(1564 - 1464) + chr(0b11100 + 0o111) + '\x63' + '\157' + chr(100) + '\x65')(chr(7345 - 7228) + chr(0b1100011 + 0o21) + chr(9601 - 9499) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x96\xf2r\xe1\n\xa25\xa8*+^\x9e\xf9\x85'), chr(100) + chr(0b1110 + 0o127) + chr(99) + '\157' + chr(100) + chr(0b101000 + 0o75))(chr(117) + chr(0b1100011 + 0o21) + '\x66' + chr(0b101101) + chr(2110 - 2054)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\x90\xee~\xec^'), chr(0b1000001 + 0o43) + chr(5033 - 4932) + chr(99) + chr(0b1101111) + chr(8082 - 7982) + chr(8035 - 7934))(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + chr(0b1011 + 0o55)))(xafqLlk3kkUe(Jk1Frt8se741, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x90\xc3y\xfeE\xbf'), '\144' + chr(0b110011 + 0o62) + '\143' + chr(0b1101111) + chr(100) + chr(0b1010110 + 0o17))('\165' + chr(116) + chr(0b1100110) + chr(1053 - 1008) + chr(0b0 + 0o70)))()))
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\x93\xe9`\xe5'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101111) + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(0b111000 + 0o56) + chr(45) + '\x38'))()
return xafqLlk3kkUe(Jk1Frt8se741, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xc7\xd9{\xcfF\x88\x10\xf3\x0b6P'), '\144' + chr(101) + chr(99) + chr(1183 - 1072) + chr(1516 - 1416) + chr(0b1000111 + 0o36))(chr(3493 - 3376) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b111000)))
|
apache/incubator-superset
|
superset/models/core.py
|
Dashboard.import_obj
|
def import_obj(cls, dashboard_to_import, import_time=None):
"""Imports the dashboard from the object to the database.
Once dashboard is imported, json_metadata field is extended and stores
remote_id and import_time. It helps to decide if the dashboard has to
be overridden or just copies over. Slices that belong to this
dashboard will be wired to existing tables. This function can be used
to import/export dashboards between multiple superset instances.
Audit metadata isn't copied over.
"""
def alter_positions(dashboard, old_to_new_slc_id_dict):
""" Updates slice_ids in the position json.
Sample position_json data:
{
"DASHBOARD_VERSION_KEY": "v2",
"DASHBOARD_ROOT_ID": {
"type": "DASHBOARD_ROOT_TYPE",
"id": "DASHBOARD_ROOT_ID",
"children": ["DASHBOARD_GRID_ID"]
},
"DASHBOARD_GRID_ID": {
"type": "DASHBOARD_GRID_TYPE",
"id": "DASHBOARD_GRID_ID",
"children": ["DASHBOARD_CHART_TYPE-2"]
},
"DASHBOARD_CHART_TYPE-2": {
"type": "DASHBOARD_CHART_TYPE",
"id": "DASHBOARD_CHART_TYPE-2",
"children": [],
"meta": {
"width": 4,
"height": 50,
"chartId": 118
}
},
}
"""
position_data = json.loads(dashboard.position_json)
position_json = position_data.values()
for value in position_json:
if (isinstance(value, dict) and value.get('meta') and
value.get('meta').get('chartId')):
old_slice_id = value.get('meta').get('chartId')
if old_slice_id in old_to_new_slc_id_dict:
value['meta']['chartId'] = (
old_to_new_slc_id_dict[old_slice_id]
)
dashboard.position_json = json.dumps(position_data)
logging.info('Started import of the dashboard: {}'
.format(dashboard_to_import.to_json()))
session = db.session
logging.info('Dashboard has {} slices'
.format(len(dashboard_to_import.slices)))
# copy slices object as Slice.import_slice will mutate the slice
# and will remove the existing dashboard - slice association
slices = copy(dashboard_to_import.slices)
old_to_new_slc_id_dict = {}
new_filter_immune_slices = []
new_timed_refresh_immune_slices = []
new_expanded_slices = {}
i_params_dict = dashboard_to_import.params_dict
remote_id_slice_map = {
slc.params_dict['remote_id']: slc
for slc in session.query(Slice).all()
if 'remote_id' in slc.params_dict
}
for slc in slices:
logging.info('Importing slice {} from the dashboard: {}'.format(
slc.to_json(), dashboard_to_import.dashboard_title))
remote_slc = remote_id_slice_map.get(slc.id)
new_slc_id = Slice.import_obj(slc, remote_slc, import_time=import_time)
old_to_new_slc_id_dict[slc.id] = new_slc_id
# update json metadata that deals with slice ids
new_slc_id_str = '{}'.format(new_slc_id)
old_slc_id_str = '{}'.format(slc.id)
if ('filter_immune_slices' in i_params_dict and
old_slc_id_str in i_params_dict['filter_immune_slices']):
new_filter_immune_slices.append(new_slc_id_str)
if ('timed_refresh_immune_slices' in i_params_dict and
old_slc_id_str in
i_params_dict['timed_refresh_immune_slices']):
new_timed_refresh_immune_slices.append(new_slc_id_str)
if ('expanded_slices' in i_params_dict and
old_slc_id_str in i_params_dict['expanded_slices']):
new_expanded_slices[new_slc_id_str] = (
i_params_dict['expanded_slices'][old_slc_id_str])
# override the dashboard
existing_dashboard = None
for dash in session.query(Dashboard).all():
if ('remote_id' in dash.params_dict and
dash.params_dict['remote_id'] ==
dashboard_to_import.id):
existing_dashboard = dash
dashboard_to_import.id = None
alter_positions(dashboard_to_import, old_to_new_slc_id_dict)
dashboard_to_import.alter_params(import_time=import_time)
if new_expanded_slices:
dashboard_to_import.alter_params(
expanded_slices=new_expanded_slices)
if new_filter_immune_slices:
dashboard_to_import.alter_params(
filter_immune_slices=new_filter_immune_slices)
if new_timed_refresh_immune_slices:
dashboard_to_import.alter_params(
timed_refresh_immune_slices=new_timed_refresh_immune_slices)
new_slices = session.query(Slice).filter(
Slice.id.in_(old_to_new_slc_id_dict.values())).all()
if existing_dashboard:
existing_dashboard.override(dashboard_to_import)
existing_dashboard.slices = new_slices
session.flush()
return existing_dashboard.id
else:
# session.add(dashboard_to_import) causes sqlachemy failures
# related to the attached users / slices. Creating new object
# allows to avoid conflicts in the sql alchemy state.
copied_dash = dashboard_to_import.copy()
copied_dash.slices = new_slices
session.add(copied_dash)
session.flush()
return copied_dash.id
|
python
|
def import_obj(cls, dashboard_to_import, import_time=None):
"""Imports the dashboard from the object to the database.
Once dashboard is imported, json_metadata field is extended and stores
remote_id and import_time. It helps to decide if the dashboard has to
be overridden or just copies over. Slices that belong to this
dashboard will be wired to existing tables. This function can be used
to import/export dashboards between multiple superset instances.
Audit metadata isn't copied over.
"""
def alter_positions(dashboard, old_to_new_slc_id_dict):
""" Updates slice_ids in the position json.
Sample position_json data:
{
"DASHBOARD_VERSION_KEY": "v2",
"DASHBOARD_ROOT_ID": {
"type": "DASHBOARD_ROOT_TYPE",
"id": "DASHBOARD_ROOT_ID",
"children": ["DASHBOARD_GRID_ID"]
},
"DASHBOARD_GRID_ID": {
"type": "DASHBOARD_GRID_TYPE",
"id": "DASHBOARD_GRID_ID",
"children": ["DASHBOARD_CHART_TYPE-2"]
},
"DASHBOARD_CHART_TYPE-2": {
"type": "DASHBOARD_CHART_TYPE",
"id": "DASHBOARD_CHART_TYPE-2",
"children": [],
"meta": {
"width": 4,
"height": 50,
"chartId": 118
}
},
}
"""
position_data = json.loads(dashboard.position_json)
position_json = position_data.values()
for value in position_json:
if (isinstance(value, dict) and value.get('meta') and
value.get('meta').get('chartId')):
old_slice_id = value.get('meta').get('chartId')
if old_slice_id in old_to_new_slc_id_dict:
value['meta']['chartId'] = (
old_to_new_slc_id_dict[old_slice_id]
)
dashboard.position_json = json.dumps(position_data)
logging.info('Started import of the dashboard: {}'
.format(dashboard_to_import.to_json()))
session = db.session
logging.info('Dashboard has {} slices'
.format(len(dashboard_to_import.slices)))
# copy slices object as Slice.import_slice will mutate the slice
# and will remove the existing dashboard - slice association
slices = copy(dashboard_to_import.slices)
old_to_new_slc_id_dict = {}
new_filter_immune_slices = []
new_timed_refresh_immune_slices = []
new_expanded_slices = {}
i_params_dict = dashboard_to_import.params_dict
remote_id_slice_map = {
slc.params_dict['remote_id']: slc
for slc in session.query(Slice).all()
if 'remote_id' in slc.params_dict
}
for slc in slices:
logging.info('Importing slice {} from the dashboard: {}'.format(
slc.to_json(), dashboard_to_import.dashboard_title))
remote_slc = remote_id_slice_map.get(slc.id)
new_slc_id = Slice.import_obj(slc, remote_slc, import_time=import_time)
old_to_new_slc_id_dict[slc.id] = new_slc_id
# update json metadata that deals with slice ids
new_slc_id_str = '{}'.format(new_slc_id)
old_slc_id_str = '{}'.format(slc.id)
if ('filter_immune_slices' in i_params_dict and
old_slc_id_str in i_params_dict['filter_immune_slices']):
new_filter_immune_slices.append(new_slc_id_str)
if ('timed_refresh_immune_slices' in i_params_dict and
old_slc_id_str in
i_params_dict['timed_refresh_immune_slices']):
new_timed_refresh_immune_slices.append(new_slc_id_str)
if ('expanded_slices' in i_params_dict and
old_slc_id_str in i_params_dict['expanded_slices']):
new_expanded_slices[new_slc_id_str] = (
i_params_dict['expanded_slices'][old_slc_id_str])
# override the dashboard
existing_dashboard = None
for dash in session.query(Dashboard).all():
if ('remote_id' in dash.params_dict and
dash.params_dict['remote_id'] ==
dashboard_to_import.id):
existing_dashboard = dash
dashboard_to_import.id = None
alter_positions(dashboard_to_import, old_to_new_slc_id_dict)
dashboard_to_import.alter_params(import_time=import_time)
if new_expanded_slices:
dashboard_to_import.alter_params(
expanded_slices=new_expanded_slices)
if new_filter_immune_slices:
dashboard_to_import.alter_params(
filter_immune_slices=new_filter_immune_slices)
if new_timed_refresh_immune_slices:
dashboard_to_import.alter_params(
timed_refresh_immune_slices=new_timed_refresh_immune_slices)
new_slices = session.query(Slice).filter(
Slice.id.in_(old_to_new_slc_id_dict.values())).all()
if existing_dashboard:
existing_dashboard.override(dashboard_to_import)
existing_dashboard.slices = new_slices
session.flush()
return existing_dashboard.id
else:
# session.add(dashboard_to_import) causes sqlachemy failures
# related to the attached users / slices. Creating new object
# allows to avoid conflicts in the sql alchemy state.
copied_dash = dashboard_to_import.copy()
copied_dash.slices = new_slices
session.add(copied_dash)
session.flush()
return copied_dash.id
|
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".",
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"(",
"Slice",
")",
".",
"filter",
"(",
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"# session.add(dashboard_to_import) causes sqlachemy failures",
"# related to the attached users / slices. Creating new object",
"# allows to avoid conflicts in the sql alchemy state.",
"copied_dash",
"=",
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] |
Imports the dashboard from the object to the database.
Once dashboard is imported, json_metadata field is extended and stores
remote_id and import_time. It helps to decide if the dashboard has to
be overridden or just copies over. Slices that belong to this
dashboard will be wired to existing tables. This function can be used
to import/export dashboards between multiple superset instances.
Audit metadata isn't copied over.
|
[
"Imports",
"the",
"dashboard",
"from",
"the",
"object",
"to",
"the",
"database",
"."
] |
ca2996c78f679260eb79c6008e276733df5fb653
|
https://github.com/apache/incubator-superset/blob/ca2996c78f679260eb79c6008e276733df5fb653/superset/models/core.py#L488-L615
|
train
|
Imports the dashboard from the object to the database.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(4800 - 4689) + chr(0b11010 + 0o27) + chr(51) + chr(2961 - 2906), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x33' + chr(2283 - 2234), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(50) + chr(54) + chr(0b1011 + 0o47), 0b1000), ehT0Px3KOsy9(chr(1855 - 1807) + '\157' + '\063' + chr(50) + chr(0b10 + 0o63), 56469 - 56461), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + '\065', 60081 - 60073), ehT0Px3KOsy9(chr(1450 - 1402) + chr(0b1101111) + '\x33' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + chr(2576 - 2525) + chr(49) + chr(2215 - 2167), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\067' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1347 - 1298) + '\x30', 32236 - 32228), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(317 - 266) + chr(0b110101) + chr(0b110011), 42422 - 42414), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10010 + 0o40) + '\x37' + '\x31', 8), ehT0Px3KOsy9('\x30' + chr(0b1011101 + 0o22) + chr(49) + chr(0b11100 + 0o26) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(54) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b1 + 0o64) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(210 - 159) + chr(0b110110) + '\x33', 15256 - 15248), ehT0Px3KOsy9(chr(48) + chr(111) + chr(210 - 160) + chr(50) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(711 - 663) + '\157' + chr(51) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(2892 - 2781) + chr(55) + chr(2602 - 2547), 0b1000), ehT0Px3KOsy9(chr(553 - 505) + chr(0b1011001 + 0o26) + chr(0b110010) + chr(1370 - 1315), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b10101 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b0 + 0o67) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(0b110011) + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2315 - 2264) + '\x34' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + chr(54) + chr(0b111 + 0o55), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(51) + chr(0b10111 + 0o33), 0o10), ehT0Px3KOsy9(chr(642 - 594) + chr(0b110100 + 0o73) + '\x31' + '\x33' + chr(0b101101 + 0o4), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3472 - 3361) + chr(51) + chr(0b110110) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(599 - 551) + '\157' + '\063' + chr(0b110101) + chr(0b110001 + 0o6), 62205 - 62197), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(2284 - 2234) + chr(52) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11161 - 11050) + chr(0b100001 + 0o26) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(10004 - 9893) + '\x36' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(49) + '\067' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(8597 - 8486) + chr(50) + '\063' + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101 + 0o55) + '\x32' + chr(371 - 320), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\066', 8), ehT0Px3KOsy9(chr(810 - 762) + chr(0b1000 + 0o147) + '\x31' + chr(0b110010) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(3056 - 2945) + '\x34' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(1072 - 961) + '\061' + '\064' + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + '\065' + chr(0b11111 + 0o21), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'q'), '\144' + chr(0b1100101) + chr(99) + chr(327 - 216) + chr(3361 - 3261) + chr(0b11001 + 0o114))(chr(117) + chr(116) + '\146' + chr(560 - 515) + chr(0b10011 + 0o45)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def EaqUmepaDZRd(NSstowUUZlxS, VKOuUeExOKlP, o3cHCEcDivpm=None):
def o8GqrVZwlKtu(jY_ArcwqnifV, U8LCttSVDduE):
piS1ujdL_LKg = fXk443epxtd5.loads(jY_ArcwqnifV.position_json)
UPtz2eDDRodP = piS1ujdL_LKg.SPnCNu54H1db()
for QmmgWUB13VCJ in UPtz2eDDRodP:
if PlSM16l2KDPD(QmmgWUB13VCJ, wLqBDw8l0eIm) and xafqLlk3kkUe(QmmgWUB13VCJ, xafqLlk3kkUe(SXOLrMavuUCe(b'8l\xed'), chr(100) + chr(0b1010000 + 0o25) + '\x63' + chr(111) + '\144' + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'2l\xed\xd3'), '\x64' + chr(4163 - 4062) + chr(1504 - 1405) + chr(111) + chr(0b1001101 + 0o27) + chr(9873 - 9772))(chr(0b1111 + 0o146) + '\x74' + '\146' + '\x2d' + chr(56))) and xafqLlk3kkUe(QmmgWUB13VCJ.get(xafqLlk3kkUe(SXOLrMavuUCe(b'2l\xed\xd3'), chr(3478 - 3378) + chr(0b1100101) + '\x63' + '\157' + '\x64' + '\145')(chr(4048 - 3931) + chr(0b1110100) + chr(0b10 + 0o144) + chr(1773 - 1728) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'8l\xed'), '\144' + '\x65' + '\143' + chr(0b1000110 + 0o51) + chr(6246 - 6146) + '\x65')(chr(117) + '\164' + '\146' + chr(45) + chr(0b110110 + 0o2)))(xafqLlk3kkUe(SXOLrMavuUCe(b'<a\xf8\xc0\xa1lz'), chr(0b1110 + 0o126) + chr(0b1100101) + chr(0b1011100 + 0o7) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1101011 + 0o12) + chr(116) + '\146' + chr(45) + chr(56))):
yKWO31Jo8qLz = QmmgWUB13VCJ.get(xafqLlk3kkUe(SXOLrMavuUCe(b'2l\xed\xd3'), chr(100) + '\145' + chr(0b1100011) + chr(1357 - 1246) + chr(0b1011000 + 0o14) + chr(6442 - 6341))('\165' + chr(116) + chr(0b1100110) + chr(45) + '\x38')).get(xafqLlk3kkUe(SXOLrMavuUCe(b'<a\xf8\xc0\xa1lz'), '\x64' + chr(101) + chr(8094 - 7995) + chr(4016 - 3905) + chr(0b1100100) + chr(6298 - 6197))(chr(7434 - 7317) + '\x74' + '\146' + chr(1010 - 965) + chr(0b111000 + 0o0)))
if yKWO31Jo8qLz in U8LCttSVDduE:
QmmgWUB13VCJ[xafqLlk3kkUe(SXOLrMavuUCe(b'2l\xed\xd3'), chr(469 - 369) + '\145' + '\x63' + '\x6f' + chr(0b111101 + 0o47) + chr(7028 - 6927))('\165' + chr(7794 - 7678) + chr(0b110 + 0o140) + chr(0b101101) + chr(0b11001 + 0o37))][xafqLlk3kkUe(SXOLrMavuUCe(b'<a\xf8\xc0\xa1lz'), chr(0b111110 + 0o46) + '\145' + chr(0b1100001 + 0o2) + chr(0b1101111) + chr(0b1010 + 0o132) + '\145')(chr(117) + chr(0b1110100) + '\146' + chr(45) + '\070')] = U8LCttSVDduE[yKWO31Jo8qLz]
jY_ArcwqnifV.UPtz2eDDRodP = fXk443epxtd5.dumps(piS1ujdL_LKg)
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c>\xd1\xca\xa0Fy\xff\xd3d\xb1\xd2'), chr(100) + chr(0b1100101) + chr(99) + '\157' + chr(0b1000010 + 0o42) + chr(0b10001 + 0o124))(chr(0b1101011 + 0o12) + chr(0b1110100) + '\146' + '\x2d' + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c}\xf8\xc0\xa1@z\xe8\xd0e\x9b\xd6!\x83L\x9c\xf4#jWr\x0f\xd9\x81\x95\\\xb86\x95\x9d\xc1\x06\x16\x01\xe1'), chr(0b100001 + 0o103) + chr(101) + chr(0b1100011) + chr(0b1011111 + 0o20) + chr(100) + chr(354 - 253))(chr(117) + chr(116) + chr(102) + chr(0b11110 + 0o17) + chr(2010 - 1954)), xafqLlk3kkUe(SXOLrMavuUCe(b'9f\xeb\xdf\xb4Q'), chr(0b1010100 + 0o20) + chr(0b11010 + 0o113) + chr(6092 - 5993) + '\x6f' + chr(0b1100100) + chr(0b1010 + 0o133))(chr(12064 - 11947) + chr(0b1000101 + 0o57) + chr(102) + chr(1368 - 1323) + chr(2979 - 2923)))(xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b'+f\xc6\xd8\xa6Jp'), chr(0b1100100) + chr(0b1100001 + 0o4) + '\143' + chr(0b100110 + 0o111) + chr(0b101011 + 0o71) + chr(0b11110 + 0o107))(chr(2113 - 1996) + chr(9754 - 9638) + chr(2836 - 2734) + chr(0b101101) + chr(1246 - 1190)))()))
Q4vuWJRZ65bC = fXTenaqZmXyd.session
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c>\xd1\xca\xa0Fy\xff\xd3d\xb1\xd2'), chr(2877 - 2777) + chr(0b1100101) + chr(0b1100011) + chr(3967 - 3856) + '\144' + chr(9773 - 9672))(chr(0b1110101) + '\x74' + chr(0b101110 + 0o70) + chr(45) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1bh\xea\xda\xb7J\x7f\xba\xdd(\x83\xd8 \xd7\x17\x8e\xb2prVtJ\xce'), '\144' + chr(0b1000011 + 0o42) + chr(0b1100011) + '\x6f' + chr(0b1000100 + 0o40) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b110110 + 0o60) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'9f\xeb\xdf\xb4Q'), chr(0b1100100) + '\x65' + chr(0b1011011 + 0o10) + chr(9004 - 8893) + chr(0b1100100) + '\x65')('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(56)))(c2A0yzQpDQB3(xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b',e\xf0\xd1\xb0V'), chr(0b1100100) + chr(101) + chr(0b101010 + 0o71) + chr(0b1101111) + chr(0b101 + 0o137) + chr(0b101011 + 0o72))(chr(0b1110101) + chr(8675 - 8559) + '\x66' + '\055' + '\x38')))))
Zq3flgDm59kp = igThHS4jwVsa(VKOuUeExOKlP.slices)
U8LCttSVDduE = {}
bMg_t2oEnK18 = []
ZPBynv1TV7oT = []
loO8nSzxhySS = {}
VWRdScOO0lwN = VKOuUeExOKlP.params_dict
wPSqNLyPv70D = {vNjIigseTmk3.params_dict[xafqLlk3kkUe(SXOLrMavuUCe(b'-l\xf4\xdd\xa1@A\xa1\xdd'), '\x64' + '\145' + chr(5916 - 5817) + '\x6f' + '\144' + '\x65')('\x75' + chr(0b1110100) + '\x66' + chr(0b11001 + 0o24) + chr(0b111000))]: vNjIigseTmk3 for vNjIigseTmk3 in Q4vuWJRZ65bC.query(rB5hTGxW34pb).Dl48nj1rbi23() if xafqLlk3kkUe(SXOLrMavuUCe(b'-l\xf4\xdd\xa1@A\xa1\xdd'), chr(0b1100100) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + chr(9146 - 9045))(chr(117) + chr(0b110001 + 0o103) + '\x66' + chr(0b10111 + 0o26) + '\070') in vNjIigseTmk3.params_dict}
for vNjIigseTmk3 in Zq3flgDm59kp:
xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c>\xd1\xca\xa0Fy\xff\xd3d\xb1\xd2'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + '\x74' + chr(7408 - 7306) + chr(0b101101) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x16d\xe9\xdd\xa7Qw\xa6\xde(\x98\xd5:\x94\t\xd3\xe9~>Ye@\xd0\xc0\x92\\\xbfy\x90\x8e\xd6TT\x15\xfd\xe1zn\x06\x1c"'), chr(269 - 169) + chr(0b1010000 + 0o25) + '\143' + chr(0b1101111) + chr(100) + chr(0b111111 + 0o46))(chr(0b1110101) + '\164' + chr(5139 - 5037) + chr(248 - 203) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'9f\xeb\xdf\xb4Q'), '\x64' + chr(0b101011 + 0o72) + chr(0b1100011) + chr(7003 - 6892) + '\144' + chr(0b1100101))(chr(0b1101110 + 0o7) + chr(116) + chr(0b1101 + 0o131) + chr(173 - 128) + chr(0b101101 + 0o13)))(xafqLlk3kkUe(vNjIigseTmk3, xafqLlk3kkUe(SXOLrMavuUCe(b'+f\xc6\xd8\xa6Jp'), chr(0b1100100) + chr(0b1100101) + '\143' + '\x6f' + chr(9396 - 9296) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1011110 + 0o10) + chr(1946 - 1901) + chr(2546 - 2490)))(), xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b";h\xea\xda\xb7J\x7f\xba\xddW\x9f\xd0'\x9b\t"), '\144' + '\145' + chr(5439 - 5340) + '\157' + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(6737 - 6635) + '\x2d' + '\070'))))
F8D1bngbCFvB = wPSqNLyPv70D.get(vNjIigseTmk3.z8EhBlYI2Bx4)
RZdShvmRyeq0 = rB5hTGxW34pb.import_obj(vNjIigseTmk3, F8D1bngbCFvB, import_time=o3cHCEcDivpm)
U8LCttSVDduE[vNjIigseTmk3.z8EhBlYI2Bx4] = RZdShvmRyeq0
HwLbVjNmSVS8 = xafqLlk3kkUe(SXOLrMavuUCe(b'$t'), chr(2805 - 2705) + chr(4904 - 4803) + chr(99) + chr(111) + chr(0b100001 + 0o103) + chr(8663 - 8562))(chr(0b111001 + 0o74) + '\x74' + chr(0b1100110) + chr(456 - 411) + chr(0b101001 + 0o17)).format(RZdShvmRyeq0)
TvtXjASEkzf1 = xafqLlk3kkUe(SXOLrMavuUCe(b'$t'), '\x64' + chr(5983 - 5882) + chr(0b1100011) + chr(0b1101101 + 0o2) + chr(0b1011000 + 0o14) + chr(0b1100101))(chr(6152 - 6035) + chr(116) + '\x66' + '\055' + chr(56)).format(vNjIigseTmk3.z8EhBlYI2Bx4)
if xafqLlk3kkUe(SXOLrMavuUCe(b'9`\xf5\xc6\xb0WA\xa1\xd4e\x9e\xd76\xa8\x1f\x9f\xfb`{L'), chr(0b1001001 + 0o33) + chr(101) + '\143' + chr(0b100101 + 0o112) + chr(1444 - 1344) + chr(0b1100101))(chr(11272 - 11155) + chr(116) + chr(102) + chr(0b111 + 0o46) + '\070') in VWRdScOO0lwN and TvtXjASEkzf1 in VWRdScOO0lwN[xafqLlk3kkUe(SXOLrMavuUCe(b'9`\xf5\xc6\xb0WA\xa1\xd4e\x9e\xd76\xa8\x1f\x9f\xfb`{L'), '\144' + '\x65' + '\143' + '\157' + chr(0b1100100) + chr(101))('\x75' + chr(331 - 215) + chr(2068 - 1966) + '\x2d' + chr(0b0 + 0o70))]:
xafqLlk3kkUe(bMg_t2oEnK18, xafqLlk3kkUe(SXOLrMavuUCe(b'>y\xe9\xd7\xbbA'), '\144' + chr(101) + chr(0b1000100 + 0o37) + '\x6f' + chr(100) + chr(101))(chr(117) + chr(116) + chr(0b1101 + 0o131) + chr(45) + chr(0b111000)))(HwLbVjNmSVS8)
if xafqLlk3kkUe(SXOLrMavuUCe(b'+`\xf4\xd7\xb1zl\xad\xdfz\x8e\xca;\xa8\x05\x9e\xffvpZH\\\xd1\x89\x85Q\xa9'), '\144' + chr(0b101110 + 0o67) + chr(0b1100011) + chr(2502 - 2391) + chr(8264 - 8164) + '\x65')(chr(8119 - 8002) + '\x74' + '\146' + chr(1547 - 1502) + chr(0b111000)) in VWRdScOO0lwN and TvtXjASEkzf1 in VWRdScOO0lwN[xafqLlk3kkUe(SXOLrMavuUCe(b'+`\xf4\xd7\xb1zl\xad\xdfz\x8e\xca;\xa8\x05\x9e\xffvpZH\\\xd1\x89\x85Q\xa9'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(788 - 688) + chr(0b11 + 0o142))(chr(937 - 820) + chr(0b1110100) + '\146' + chr(0b100100 + 0o11) + chr(56))]:
xafqLlk3kkUe(ZPBynv1TV7oT, xafqLlk3kkUe(SXOLrMavuUCe(b'>y\xe9\xd7\xbbA'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + '\x64' + '\145')(chr(117) + '\x74' + chr(102) + chr(837 - 792) + chr(0b1000 + 0o60)))(HwLbVjNmSVS8)
if xafqLlk3kkUe(SXOLrMavuUCe(b':q\xe9\xd3\xbbA{\xac\xe6{\x87\xd00\x92\x1f'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + chr(0b10010 + 0o122) + chr(0b1100101))(chr(12388 - 12271) + chr(116) + chr(0b1100110) + chr(0b10 + 0o53) + '\070') in VWRdScOO0lwN and TvtXjASEkzf1 in VWRdScOO0lwN[xafqLlk3kkUe(SXOLrMavuUCe(b':q\xe9\xd3\xbbA{\xac\xe6{\x87\xd00\x92\x1f'), '\144' + chr(0b1100101) + chr(0b1111 + 0o124) + chr(0b1011100 + 0o23) + chr(2295 - 2195) + chr(0b1100101))('\x75' + '\x74' + chr(0b100010 + 0o104) + chr(0b101101) + chr(0b111000))]:
loO8nSzxhySS[HwLbVjNmSVS8] = VWRdScOO0lwN[xafqLlk3kkUe(SXOLrMavuUCe(b':q\xe9\xd3\xbbA{\xac\xe6{\x87\xd00\x92\x1f'), chr(7507 - 7407) + chr(0b11111 + 0o106) + chr(2332 - 2233) + '\157' + '\144' + '\x65')('\165' + '\164' + '\x66' + chr(0b101101) + chr(56))][TvtXjASEkzf1]
E_3bWQMjYr5p = None
for a1XKP_TC7D4i in xafqLlk3kkUe(Q4vuWJRZ65bC.query(wqM5c4dK5dtq), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1be\xad\x8a\xbbO/\xba\xdba\xd9\x8a'), '\x64' + '\x65' + chr(99) + chr(0b1101111) + chr(0b111001 + 0o53) + '\145')(chr(0b1110101) + chr(116) + chr(102) + chr(63 - 18) + chr(0b100010 + 0o26)))():
if xafqLlk3kkUe(SXOLrMavuUCe(b'-l\xf4\xdd\xa1@A\xa1\xdd'), '\144' + chr(0b1100101) + chr(0b111000 + 0o53) + chr(0b1001110 + 0o41) + chr(0b1100100) + chr(0b110110 + 0o57))(chr(11283 - 11166) + chr(12603 - 12487) + '\146' + chr(0b101101) + chr(56)) in xafqLlk3kkUe(a1XKP_TC7D4i, xafqLlk3kkUe(SXOLrMavuUCe(b'/h\xeb\xd3\xb8VA\xac\xd0k\x9f'), chr(0b1011100 + 0o10) + '\x65' + '\143' + '\x6f' + chr(0b1100100) + chr(101))(chr(117) + chr(0b1010101 + 0o37) + '\x66' + chr(1664 - 1619) + chr(2601 - 2545))) and xafqLlk3kkUe(a1XKP_TC7D4i, xafqLlk3kkUe(SXOLrMavuUCe(b'/h\xeb\xd3\xb8VA\xac\xd0k\x9f'), '\x64' + chr(0b1011 + 0o132) + '\x63' + chr(111) + chr(0b1010010 + 0o22) + '\x65')(chr(117) + chr(0b1110100) + chr(0b110111 + 0o57) + '\x2d' + chr(0b111000)))[xafqLlk3kkUe(SXOLrMavuUCe(b'-l\xf4\xdd\xa1@A\xa1\xdd'), chr(0b100010 + 0o102) + '\x65' + chr(0b1000 + 0o133) + '\157' + chr(6504 - 6404) + chr(8819 - 8718))(chr(0b1110101) + chr(3007 - 2891) + '\146' + chr(0b101 + 0o50) + '\x38')] == xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b'%1\xdc\xda\x97IG\x81\x8bJ\x93\x8d'), chr(0b101111 + 0o65) + '\x65' + chr(99) + '\157' + chr(100) + '\145')(chr(5102 - 4985) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000))):
E_3bWQMjYr5p = a1XKP_TC7D4i
VKOuUeExOKlP.z8EhBlYI2Bx4 = None
o8GqrVZwlKtu(VKOuUeExOKlP, U8LCttSVDduE)
xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b'>e\xed\xd7\xa7zn\xa9\xcbi\x86\xca'), chr(0b1100100) + chr(101) + '\143' + '\157' + chr(0b111 + 0o135) + chr(2599 - 2498))(chr(0b1110101) + '\164' + '\146' + chr(0b101101) + chr(0b111000)))(import_time=o3cHCEcDivpm)
if loO8nSzxhySS:
xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b'>e\xed\xd7\xa7zn\xa9\xcbi\x86\xca'), chr(6103 - 6003) + chr(0b1000111 + 0o36) + chr(99) + chr(0b1101111) + '\144' + chr(101))('\165' + chr(1724 - 1608) + chr(0b100100 + 0o102) + chr(0b10110 + 0o27) + chr(0b11110 + 0o32)))(expanded_slices=loO8nSzxhySS)
if bMg_t2oEnK18:
xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b'>e\xed\xd7\xa7zn\xa9\xcbi\x86\xca'), chr(0b1100100) + chr(101) + chr(6534 - 6435) + chr(0b1010110 + 0o31) + '\x64' + chr(5024 - 4923))(chr(0b110010 + 0o103) + chr(0b1110100) + '\x66' + '\x2d' + '\x38'))(filter_immune_slices=bMg_t2oEnK18)
if ZPBynv1TV7oT:
xafqLlk3kkUe(VKOuUeExOKlP, xafqLlk3kkUe(SXOLrMavuUCe(b'>e\xed\xd7\xa7zn\xa9\xcbi\x86\xca'), chr(0b1100100) + '\x65' + chr(99) + chr(111) + '\144' + chr(101))(chr(0b1011101 + 0o30) + chr(0b1011011 + 0o31) + '\146' + chr(0b101101) + chr(0b101001 + 0o17)))(timed_refresh_immune_slices=ZPBynv1TV7oT)
AdlxNWEHHxwe = Q4vuWJRZ65bC.query(rB5hTGxW34pb).filter(rB5hTGxW34pb.id.in_(U8LCttSVDduE.values())).Dl48nj1rbi23()
if E_3bWQMjYr5p:
xafqLlk3kkUe(E_3bWQMjYr5p, xafqLlk3kkUe(SXOLrMavuUCe(b'0\x7f\xfc\xc0\xa7Lz\xad'), chr(0b110001 + 0o63) + chr(0b100010 + 0o103) + chr(0b101001 + 0o72) + chr(0b1001001 + 0o46) + '\x64' + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\x38'))(VKOuUeExOKlP)
E_3bWQMjYr5p.Zq3flgDm59kp = AdlxNWEHHxwe
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'9e\xec\xc1\xbd'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b111 + 0o156) + '\164' + '\146' + chr(0b10101 + 0o30) + chr(0b111000)))()
return xafqLlk3kkUe(E_3bWQMjYr5p, xafqLlk3kkUe(SXOLrMavuUCe(b'%1\xdc\xda\x97IG\x81\x8bJ\x93\x8d'), '\144' + chr(0b1000 + 0o135) + chr(0b111 + 0o134) + '\157' + chr(0b1010111 + 0o15) + '\x65')(chr(0b1110001 + 0o4) + chr(0b1000011 + 0o61) + '\146' + chr(0b100101 + 0o10) + chr(647 - 591)))
else:
qfG8xO_H_nUm = VKOuUeExOKlP.igThHS4jwVsa()
qfG8xO_H_nUm.Zq3flgDm59kp = AdlxNWEHHxwe
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'>m\xfd'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + '\144' + '\145')('\x75' + '\164' + chr(0b11 + 0o143) + chr(45) + chr(1198 - 1142)))(qfG8xO_H_nUm)
xafqLlk3kkUe(Q4vuWJRZ65bC, xafqLlk3kkUe(SXOLrMavuUCe(b'9e\xec\xc1\xbd'), chr(100) + '\145' + '\x63' + chr(9132 - 9021) + chr(100) + chr(9624 - 9523))('\x75' + '\x74' + chr(0b100000 + 0o106) + '\x2d' + chr(0b111000)))()
return xafqLlk3kkUe(qfG8xO_H_nUm, xafqLlk3kkUe(SXOLrMavuUCe(b'%1\xdc\xda\x97IG\x81\x8bJ\x93\x8d'), chr(9550 - 9450) + chr(9347 - 9246) + chr(99) + '\x6f' + chr(0b111100 + 0o50) + chr(0b1100101))('\x75' + '\164' + chr(5223 - 5121) + chr(1054 - 1009) + chr(56)))
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