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oseledets/ttpy | tt/core/tools.py | Toeplitz | def Toeplitz(x, d=None, D=None, kind='F'):
""" Creates multilevel Toeplitz TT-matrix with ``D`` levels.
Possible _matrix types:
* 'F' - full Toeplitz _matrix, size(x) = 2^{d+1}
* 'C' - circulant _matrix, size(x) = 2^d
* 'L' - lower triangular Toeplitz _matrix, size(x) = 2^d
* 'U' - upper triangular Toeplitz _matrix, size(x) = 2^d
Sample calls:
>>> # one-level Toeplitz _matrix:
>>> T = tt.Toeplitz(x)
>>> # one-level circulant _matrix:
>>> T = tt.Toeplitz(x, kind='C')
>>> # three-level upper-triangular Toeplitz _matrix:
>>> T = tt.Toeplitz(x, D=3, kind='U')
>>> # two-level mixed-type Toeplitz _matrix:
>>> T = tt.Toeplitz(x, kind=['L', 'U'])
>>> # two-level mixed-size Toeplitz _matrix:
>>> T = tt.Toeplitz(x, [3, 4], kind='C')
"""
# checking for arguments consistency
def check_kinds(D, kind):
if D % len(kind) == 0:
kind.extend(kind * (D // len(kind) - 1))
if len(kind) != D:
raise ValueError(
"Must give proper amount of _matrix kinds (one or D, for example)")
kind = list(kind)
if not set(kind).issubset(['F', 'C', 'L', 'U']):
raise ValueError("Toeplitz _matrix kind must be one of F, C, L, U.")
if d is None:
if D is None:
D = len(kind)
if x.d % D:
raise ValueError(
"x.d must be divisible by D when d is not specified!")
if len(kind) == 1:
d = _np.array([x.d // D - (1 if kind[0] == 'F' else 0)]
* D, dtype=_np.int32)
kind = kind * D
else:
check_kinds(D, kind)
if set(kind).issubset(['F']):
d = _np.array([x.d // D - 1] * D, dtype=_np.int32)
elif set(kind).issubset(['C', 'L', 'U']):
d = _np.array([x.d // D] * D, dtype=_np.int32)
else:
raise ValueError(
"Only similar _matrix kinds (only F or only C, L and U) are accepted when d is not specified!")
elif d is not None:
d = _np.asarray(d, dtype=_np.int32).flatten()
if D is None:
D = d.size
elif d.size == 1:
d = _np.array([d[0]] * D, dtype=_np.int32)
if D != d.size:
raise ValueError("D must be equal to len(d)")
check_kinds(D, kind)
if _np.sum(d) + _np.sum([(1 if knd == 'F' else 0)
for knd in kind]) != x.d:
raise ValueError(
"Dimensions inconsistency: x.d != d_1 + d_2 + ... + d_D")
# predefined matrices and tensors:
I = [[1, 0], [0, 1]]
J = [[0, 1], [0, 0]]
JT = [[0, 0], [1, 0]]
H = [[0, 1], [1, 0]]
S = _np.array([[[0], [1]], [[1], [0]]]).transpose() # 2 x 2 x 1
P = _np.zeros((2, 2, 2, 2))
P[:, :, 0, 0] = I
P[:, :, 1, 0] = H
P[:, :, 0, 1] = H
P[:, :, 1, 1] = I
P = _np.transpose(P) # 2 x 2! x 2 x 2 x '1'
Q = _np.zeros((2, 2, 2, 2))
Q[:, :, 0, 0] = I
Q[:, :, 1, 0] = JT
Q[:, :, 0, 1] = JT
Q = _np.transpose(Q) # 2 x 2! x 2 x 2 x '1'
R = _np.zeros((2, 2, 2, 2))
R[:, :, 1, 0] = J
R[:, :, 0, 1] = J
R[:, :, 1, 1] = I
R = _np.transpose(R) # 2 x 2! x 2 x 2 x '1'
W = _np.zeros([2] * 5) # 2 x 2! x 2 x 2 x 2
W[0, :, :, 0, 0] = W[1, :, :, 1, 1] = I
W[0, :, :, 1, 0] = W[0, :, :, 0, 1] = JT
W[1, :, :, 1, 0] = W[1, :, :, 0, 1] = J
W = _np.transpose(W) # 2 x 2! x 2 x 2 x 2
V = _np.zeros((2, 2, 2, 2))
V[0, :, :, 0] = I
V[0, :, :, 1] = JT
V[1, :, :, 1] = J
V = _np.transpose(V) # '1' x 2! x 2 x 2 x 2
crs = []
xcrs = _vector.vector.to_list(x)
dp = 0 # dimensions passed
for j in xrange(D):
currd = d[j]
xcr = xcrs[dp]
cr = _np.tensordot(V, xcr, (0, 1))
cr = cr.transpose(3, 0, 1, 2, 4) # <r_dp| x 2 x 2 x |2> x |r_{dp+1}>
cr = cr.reshape((x.r[dp], 2, 2, 2 * x.r[dp + 1]),
order='F') # <r_dp| x 2 x 2 x |2r_{dp+1}>
dp += 1
crs.append(cr)
for i in xrange(1, currd - 1):
xcr = xcrs[dp]
# (<2| x 2 x 2 x |2>) x <r_dp| x |r_{dp+1}>
cr = _np.tensordot(W, xcr, (1, 1))
# <2| x <r_dp| x 2 x 2 x |2> x |r_{dp+1}>
cr = cr.transpose([0, 4, 1, 2, 3, 5])
# <2r_dp| x 2 x 2 x |2r_{dp+1}>
cr = cr.reshape((2 * x.r[dp], 2, 2, 2 * x.r[dp + 1]), order='F')
dp += 1
crs.append(cr)
if kind[j] == 'F':
xcr = xcrs[dp] # r_dp x 2 x r_{dp+1}
cr = _np.tensordot(W, xcr, (1, 1)).transpose([0, 4, 1, 2, 3, 5])
# <2r_dp| x 2 x 2 x |2r_{dp+1}>
cr = cr.reshape((2 * x.r[dp], 2, 2, 2 * x.r[dp + 1]), order='F')
dp += 1
xcr = xcrs[dp] # r_dp x 2 x r_{dp+1}
# <2| x |1> x <r_dp| x |r_{dp+1}>
tmp = _np.tensordot(S, xcr, (1, 1))
# tmp = tmp.transpose([0, 2, 1, 3]) # TODO: figure out WHY THE HELL
# this spoils everything
# <2r_dp| x |r_{dp+1}>
tmp = tmp.reshape((2 * x.r[dp], x.r[dp + 1]), order='F')
# <2r_{dp-1}| x 2 x 2 x |r_{dp+1}>
cr = _np.tensordot(cr, tmp, (3, 0))
dp += 1
crs.append(cr)
else:
dotcore = None
if kind[j] == 'C':
dotcore = P
elif kind[j] == 'L':
dotcore = Q
elif kind[j] == 'U':
dotcore = R
xcr = xcrs[dp] # r_dp x 2 x r_{dp+1}
# <2| x 2 x 2 x |'1'> x <r_dp| x |r_{dp+1}>
cr = _np.tensordot(dotcore, xcr, (1, 1))
# <2| x <r_dp| x 2 x 2 x |r_{dp+1}>
cr = cr.transpose([0, 3, 1, 2, 4])
cr = cr.reshape((2 * x.r[dp], 2, 2, x.r[dp + 1]), order='F')
dp += 1
crs.append(cr)
return _matrix.matrix.from_list(crs) | python | def Toeplitz(x, d=None, D=None, kind='F'):
""" Creates multilevel Toeplitz TT-matrix with ``D`` levels.
Possible _matrix types:
* 'F' - full Toeplitz _matrix, size(x) = 2^{d+1}
* 'C' - circulant _matrix, size(x) = 2^d
* 'L' - lower triangular Toeplitz _matrix, size(x) = 2^d
* 'U' - upper triangular Toeplitz _matrix, size(x) = 2^d
Sample calls:
>>> # one-level Toeplitz _matrix:
>>> T = tt.Toeplitz(x)
>>> # one-level circulant _matrix:
>>> T = tt.Toeplitz(x, kind='C')
>>> # three-level upper-triangular Toeplitz _matrix:
>>> T = tt.Toeplitz(x, D=3, kind='U')
>>> # two-level mixed-type Toeplitz _matrix:
>>> T = tt.Toeplitz(x, kind=['L', 'U'])
>>> # two-level mixed-size Toeplitz _matrix:
>>> T = tt.Toeplitz(x, [3, 4], kind='C')
"""
# checking for arguments consistency
def check_kinds(D, kind):
if D % len(kind) == 0:
kind.extend(kind * (D // len(kind) - 1))
if len(kind) != D:
raise ValueError(
"Must give proper amount of _matrix kinds (one or D, for example)")
kind = list(kind)
if not set(kind).issubset(['F', 'C', 'L', 'U']):
raise ValueError("Toeplitz _matrix kind must be one of F, C, L, U.")
if d is None:
if D is None:
D = len(kind)
if x.d % D:
raise ValueError(
"x.d must be divisible by D when d is not specified!")
if len(kind) == 1:
d = _np.array([x.d // D - (1 if kind[0] == 'F' else 0)]
* D, dtype=_np.int32)
kind = kind * D
else:
check_kinds(D, kind)
if set(kind).issubset(['F']):
d = _np.array([x.d // D - 1] * D, dtype=_np.int32)
elif set(kind).issubset(['C', 'L', 'U']):
d = _np.array([x.d // D] * D, dtype=_np.int32)
else:
raise ValueError(
"Only similar _matrix kinds (only F or only C, L and U) are accepted when d is not specified!")
elif d is not None:
d = _np.asarray(d, dtype=_np.int32).flatten()
if D is None:
D = d.size
elif d.size == 1:
d = _np.array([d[0]] * D, dtype=_np.int32)
if D != d.size:
raise ValueError("D must be equal to len(d)")
check_kinds(D, kind)
if _np.sum(d) + _np.sum([(1 if knd == 'F' else 0)
for knd in kind]) != x.d:
raise ValueError(
"Dimensions inconsistency: x.d != d_1 + d_2 + ... + d_D")
# predefined matrices and tensors:
I = [[1, 0], [0, 1]]
J = [[0, 1], [0, 0]]
JT = [[0, 0], [1, 0]]
H = [[0, 1], [1, 0]]
S = _np.array([[[0], [1]], [[1], [0]]]).transpose() # 2 x 2 x 1
P = _np.zeros((2, 2, 2, 2))
P[:, :, 0, 0] = I
P[:, :, 1, 0] = H
P[:, :, 0, 1] = H
P[:, :, 1, 1] = I
P = _np.transpose(P) # 2 x 2! x 2 x 2 x '1'
Q = _np.zeros((2, 2, 2, 2))
Q[:, :, 0, 0] = I
Q[:, :, 1, 0] = JT
Q[:, :, 0, 1] = JT
Q = _np.transpose(Q) # 2 x 2! x 2 x 2 x '1'
R = _np.zeros((2, 2, 2, 2))
R[:, :, 1, 0] = J
R[:, :, 0, 1] = J
R[:, :, 1, 1] = I
R = _np.transpose(R) # 2 x 2! x 2 x 2 x '1'
W = _np.zeros([2] * 5) # 2 x 2! x 2 x 2 x 2
W[0, :, :, 0, 0] = W[1, :, :, 1, 1] = I
W[0, :, :, 1, 0] = W[0, :, :, 0, 1] = JT
W[1, :, :, 1, 0] = W[1, :, :, 0, 1] = J
W = _np.transpose(W) # 2 x 2! x 2 x 2 x 2
V = _np.zeros((2, 2, 2, 2))
V[0, :, :, 0] = I
V[0, :, :, 1] = JT
V[1, :, :, 1] = J
V = _np.transpose(V) # '1' x 2! x 2 x 2 x 2
crs = []
xcrs = _vector.vector.to_list(x)
dp = 0 # dimensions passed
for j in xrange(D):
currd = d[j]
xcr = xcrs[dp]
cr = _np.tensordot(V, xcr, (0, 1))
cr = cr.transpose(3, 0, 1, 2, 4) # <r_dp| x 2 x 2 x |2> x |r_{dp+1}>
cr = cr.reshape((x.r[dp], 2, 2, 2 * x.r[dp + 1]),
order='F') # <r_dp| x 2 x 2 x |2r_{dp+1}>
dp += 1
crs.append(cr)
for i in xrange(1, currd - 1):
xcr = xcrs[dp]
# (<2| x 2 x 2 x |2>) x <r_dp| x |r_{dp+1}>
cr = _np.tensordot(W, xcr, (1, 1))
# <2| x <r_dp| x 2 x 2 x |2> x |r_{dp+1}>
cr = cr.transpose([0, 4, 1, 2, 3, 5])
# <2r_dp| x 2 x 2 x |2r_{dp+1}>
cr = cr.reshape((2 * x.r[dp], 2, 2, 2 * x.r[dp + 1]), order='F')
dp += 1
crs.append(cr)
if kind[j] == 'F':
xcr = xcrs[dp] # r_dp x 2 x r_{dp+1}
cr = _np.tensordot(W, xcr, (1, 1)).transpose([0, 4, 1, 2, 3, 5])
# <2r_dp| x 2 x 2 x |2r_{dp+1}>
cr = cr.reshape((2 * x.r[dp], 2, 2, 2 * x.r[dp + 1]), order='F')
dp += 1
xcr = xcrs[dp] # r_dp x 2 x r_{dp+1}
# <2| x |1> x <r_dp| x |r_{dp+1}>
tmp = _np.tensordot(S, xcr, (1, 1))
# tmp = tmp.transpose([0, 2, 1, 3]) # TODO: figure out WHY THE HELL
# this spoils everything
# <2r_dp| x |r_{dp+1}>
tmp = tmp.reshape((2 * x.r[dp], x.r[dp + 1]), order='F')
# <2r_{dp-1}| x 2 x 2 x |r_{dp+1}>
cr = _np.tensordot(cr, tmp, (3, 0))
dp += 1
crs.append(cr)
else:
dotcore = None
if kind[j] == 'C':
dotcore = P
elif kind[j] == 'L':
dotcore = Q
elif kind[j] == 'U':
dotcore = R
xcr = xcrs[dp] # r_dp x 2 x r_{dp+1}
# <2| x 2 x 2 x |'1'> x <r_dp| x |r_{dp+1}>
cr = _np.tensordot(dotcore, xcr, (1, 1))
# <2| x <r_dp| x 2 x 2 x |r_{dp+1}>
cr = cr.transpose([0, 3, 1, 2, 4])
cr = cr.reshape((2 * x.r[dp], 2, 2, x.r[dp + 1]), order='F')
dp += 1
crs.append(cr)
return _matrix.matrix.from_list(crs) | [
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"=... | Creates multilevel Toeplitz TT-matrix with ``D`` levels.
Possible _matrix types:
* 'F' - full Toeplitz _matrix, size(x) = 2^{d+1}
* 'C' - circulant _matrix, size(x) = 2^d
* 'L' - lower triangular Toeplitz _matrix, size(x) = 2^d
* 'U' - upper triangular Toeplitz _matrix, size(x) = 2^d
Sample calls:
>>> # one-level Toeplitz _matrix:
>>> T = tt.Toeplitz(x)
>>> # one-level circulant _matrix:
>>> T = tt.Toeplitz(x, kind='C')
>>> # three-level upper-triangular Toeplitz _matrix:
>>> T = tt.Toeplitz(x, D=3, kind='U')
>>> # two-level mixed-type Toeplitz _matrix:
>>> T = tt.Toeplitz(x, kind=['L', 'U'])
>>> # two-level mixed-size Toeplitz _matrix:
>>> T = tt.Toeplitz(x, [3, 4], kind='C') | [
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"."
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L368-L525 | train | Creates multilevel Toeplitz TT - matrix with D levels. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(11071 - 10960) + chr(49) + chr(1058 - 1005) + chr(0b10011 + 0o42), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(53) + chr(0b10001 + 0o46), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\062' + chr(0b110111) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b111111 + 0o60) + chr(782 - 731) + chr(52) + '\063', 0o10), nzTpIcepk0o8(chr(88 - 40) + '\157' + '\x33' + chr(52) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1 + 0o62) + '\x32' + chr(52), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10000 + 0o137) + chr(0b110100) + '\x32', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(0b110000) + chr(284 - 236), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1061 - 1008) + chr(54), 18396 - 18388), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + '\067' + '\x32', 0b1000), nzTpIcepk0o8(chr(521 - 473) + chr(0b1101111) + chr(0b110 + 0o54) + '\x34' + chr(0b100001 + 0o21), ord("\x08")), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(0b100111 + 0o12) + '\065' + '\x31', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + '\x37' + '\062', 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b110010) + '\x33' + chr(0b1011 + 0o45), 56837 - 56829), nzTpIcepk0o8('\x30' + chr(6051 - 5940) + '\063' + '\060' + chr(0b11100 + 0o26), ord("\x08")), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + '\064' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(600 - 552) + chr(111) + chr(238 - 187) + chr(0b110100) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b101011 + 0o104) + chr(50) + '\x32' + chr(1565 - 1515), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(50), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(1185 - 1134) + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(153 - 102) + '\066' + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b1100 + 0o46) + chr(0b101111 + 0o10) + chr(240 - 189), 49238 - 49230), nzTpIcepk0o8(chr(48) + chr(111) + '\066' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(1955 - 1844) + chr(50) + chr(2526 - 2474) + '\x30', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(11626 - 11515) + '\x33' + chr(0b10100 + 0o35) + chr(0b110001), 64713 - 64705), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\157' + chr(0b111 + 0o53) + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110100 + 0o2) + chr(2486 - 2435), ord("\x08")), nzTpIcepk0o8(chr(1308 - 1260) + '\157' + chr(0b110011) + '\x35' + chr(0b101110 + 0o5), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\062' + '\060' + '\061', ord("\x08")), nzTpIcepk0o8(chr(2192 - 2144) + chr(8592 - 8481) + chr(0b110011) + chr(55) + chr(0b10010 + 0o44), ord("\x08")), nzTpIcepk0o8('\x30' + chr(1479 - 1368) + chr(0b10010 + 0o41) + chr(0b110100) + chr(0b110010), 46672 - 46664), nzTpIcepk0o8('\x30' + '\157' + chr(2133 - 2083) + '\x33' + chr(439 - 389), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b101010 + 0o11) + chr(0b101110 + 0o4) + chr(1820 - 1768), 8), nzTpIcepk0o8('\060' + chr(0b111100 + 0o63) + chr(0b110011) + chr(55) + chr(51), 12223 - 12215), nzTpIcepk0o8(chr(1647 - 1599) + '\x6f' + chr(0b100000 + 0o23) + chr(50) + chr(51), 46294 - 46286), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\x6f' + chr(0b101111 + 0o4) + chr(0b110000) + chr(0b110011), 41884 - 41876), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110011) + chr(50) + chr(1156 - 1104), 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + '\x34' + chr(50), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + chr(48) + chr(288 - 233), 0o10), nzTpIcepk0o8('\060' + '\157' + '\064' + '\x35', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1737 - 1689) + '\x6f' + chr(0b110010 + 0o3) + chr(366 - 318), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'C'), '\x64' + chr(0b1010 + 0o133) + '\143' + chr(0b1101111) + chr(100) + '\x65')(chr(0b1011111 + 0o26) + '\x74' + '\x66' + chr(0b11011 + 0o22) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def fcGZ5zk1u4tb(bI5jsQ9OkQtj, vPPlOXQgR3SM=None, hOjrMKpaybfC=None, UazF426buBeS=roI3spqORKae(ES5oEprVxulp(b'+'), '\144' + chr(0b11001 + 0o114) + '\x63' + '\157' + chr(7460 - 7360) + chr(101))('\x75' + '\164' + chr(0b1001000 + 0o36) + '\x2d' + chr(56))):
def XlrtJ19Fe5kO(hOjrMKpaybfC, UazF426buBeS):
if hOjrMKpaybfC % ftfygxgFas5X(UazF426buBeS) == nzTpIcepk0o8(chr(2031 - 1983) + '\157' + chr(0b110000), 3304 - 3296):
roI3spqORKae(UazF426buBeS, roI3spqORKae(ES5oEprVxulp(b'90\x8a\xae\x89\xb0n\x97q8\xc0\x18'), chr(0b1011000 + 0o14) + '\x65' + chr(0b101 + 0o136) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000)))(UazF426buBeS * (hOjrMKpaybfC // ftfygxgFas5X(UazF426buBeS) - nzTpIcepk0o8('\060' + '\x6f' + '\061', 0o10)))
if ftfygxgFas5X(UazF426buBeS) != hOjrMKpaybfC:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b' \x1a\xca\x97\xc6\xb3K\xb6KZ\xd2\x1b\x95\xe8\xa7R\xc5\xf3g7\x85\xd5A\x80\xa6w\x13\xb4\xec\x9f\x96\xe8\xbd\x83\xf3\xa8\xbd\x0c\xe3VMG\xd6\x8d\x83\xf4M\xb2\x0e>\x8eI\x9c\xf7\xb0\x00\x80\xeak5\x80\xd7P\x89'), '\144' + chr(0b1001000 + 0o35) + chr(8475 - 8376) + chr(111) + chr(0b1100100) + chr(0b100000 + 0o105))(chr(0b1110101) + '\164' + chr(7550 - 7448) + chr(0b10111 + 0o26) + '\070'))
UazF426buBeS = H4NoA26ON7iG(UazF426buBeS)
if not roI3spqORKae(Bvi71nNyvlqO(UazF426buBeS), roI3spqORKae(ES5oEprVxulp(b'\x04\x1c\xca\x96\x84\xa7G\xb4'), chr(0b1111 + 0o125) + '\x65' + '\x63' + '\157' + chr(0b111010 + 0o52) + chr(0b1100101))(chr(117) + '\x74' + chr(8533 - 8431) + '\055' + '\x38'))([roI3spqORKae(ES5oEprVxulp(b'+'), '\x64' + chr(101) + chr(99) + chr(111) + chr(0b11110 + 0o106) + chr(0b1100101))('\165' + chr(10029 - 9913) + '\x66' + '\x2d' + chr(0b100001 + 0o27)), roI3spqORKae(ES5oEprVxulp(b'.'), '\144' + chr(0b1100101) + chr(99) + '\157' + chr(0b10101 + 0o117) + chr(0b1100101))(chr(1136 - 1019) + '\x74' + '\x66' + chr(387 - 342) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'!'), '\144' + chr(101) + chr(99) + chr(0b1000111 + 0o50) + chr(2681 - 2581) + chr(6135 - 6034))(chr(0b1110101) + chr(161 - 45) + chr(0b1001101 + 0o31) + chr(0b11001 + 0o24) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'8'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + chr(4175 - 4075) + '\145')(chr(0b1110101) + chr(0b111101 + 0o67) + '\146' + chr(45) + chr(56))]):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'9\x00\xdc\x93\x8a\xbdV\xba\x0e%\xcf\x08\x8e\xea\xabX\xc5\xf9c6\x94\x9bX\xd5\xbae\x13\x89\xe4\xde\x8d\xf4\xb1\xdb\xbc\xa5\xf4$\xab\x05.C\x99\xaf\xca\xf4w\xee'), chr(100) + '\x65' + '\x63' + chr(0b1101111) + '\x64' + chr(101))('\x75' + chr(0b111110 + 0o66) + chr(0b1111 + 0o127) + chr(0b101101) + chr(0b111000)))
if vPPlOXQgR3SM is None:
if hOjrMKpaybfC is None:
hOjrMKpaybfC = ftfygxgFas5X(UazF426buBeS)
if roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\x1b?\xe9\x8f\xa9\x8cs\xa7|I\xf1$'), chr(863 - 763) + chr(101) + '\x63' + chr(11900 - 11789) + '\x64' + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(1345 - 1300) + chr(0b11 + 0o65))) % hOjrMKpaybfC:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\x15A\xdd\xc3\x8b\xa1Q\xb4\x0e\x18\xc7I\x9e\xf1\xb4I\x96\xfbh4\x95\x9bW\xd9\xe9U\x13\x9c\xe9\x9b\x8c\xba\xb0\xdb\xba\xb0\xf4\x0c\xe8QM\x1c\xc9\x86\x85\xbdD\xa9K\x1e\x83'), chr(0b1100100) + chr(0b1000001 + 0o44) + chr(5132 - 5033) + '\x6f' + chr(0b1100100) + chr(0b111110 + 0o47))(chr(0b101 + 0o160) + '\164' + '\x66' + '\055' + '\070'))
if ftfygxgFas5X(UazF426buBeS) == nzTpIcepk0o8('\060' + '\157' + '\061', 8):
vPPlOXQgR3SM = uooDotmTYEgP.Tn6rGr7XTM7t([bI5jsQ9OkQtj.vPPlOXQgR3SM // hOjrMKpaybfC - (nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + chr(49), 8) if UazF426buBeS[nzTpIcepk0o8('\x30' + '\x6f' + chr(0b100010 + 0o16), 8)] == roI3spqORKae(ES5oEprVxulp(b'+'), chr(100) + chr(0b110011 + 0o62) + chr(99) + chr(111) + chr(100) + chr(3794 - 3693))(chr(0b1110101) + chr(116) + '\146' + chr(751 - 706) + chr(56)) else nzTpIcepk0o8('\x30' + chr(0b100 + 0o153) + chr(1327 - 1279), 8))] * hOjrMKpaybfC, dtype=uooDotmTYEgP.int32)
UazF426buBeS = UazF426buBeS * hOjrMKpaybfC
else:
XlrtJ19Fe5kO(hOjrMKpaybfC, UazF426buBeS)
if roI3spqORKae(Bvi71nNyvlqO(UazF426buBeS), roI3spqORKae(ES5oEprVxulp(b'\x04\x1c\xca\x96\x84\xa7G\xb4'), chr(100) + '\x65' + chr(99) + chr(6066 - 5955) + '\144' + '\145')(chr(7318 - 7201) + chr(116) + chr(7254 - 7152) + chr(0b101101) + '\x38'))([roI3spqORKae(ES5oEprVxulp(b'+'), '\x64' + '\145' + '\143' + '\x6f' + chr(0b1100100) + chr(1212 - 1111))('\165' + '\x74' + chr(6200 - 6098) + chr(0b1111 + 0o36) + '\x38')]):
vPPlOXQgR3SM = uooDotmTYEgP.Tn6rGr7XTM7t([bI5jsQ9OkQtj.vPPlOXQgR3SM // hOjrMKpaybfC - nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49), 8)] * hOjrMKpaybfC, dtype=uooDotmTYEgP.int32)
elif roI3spqORKae(Bvi71nNyvlqO(UazF426buBeS), roI3spqORKae(ES5oEprVxulp(b'\x04\x1c\xca\x96\x84\xa7G\xb4'), chr(100) + chr(101) + chr(8161 - 8062) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(2703 - 2586) + '\x74' + chr(0b110000 + 0o66) + chr(1395 - 1350) + chr(0b111000)))([roI3spqORKae(ES5oEprVxulp(b'.'), chr(0b11000 + 0o114) + chr(710 - 609) + chr(5921 - 5822) + chr(6187 - 6076) + chr(100) + '\x65')('\x75' + chr(0b1000 + 0o154) + chr(0b1100110) + chr(0b101101) + chr(0b110101 + 0o3)), roI3spqORKae(ES5oEprVxulp(b'!'), chr(0b1100100) + chr(0b1010101 + 0o20) + chr(0b101 + 0o136) + chr(111) + chr(4551 - 4451) + chr(0b1100101))('\165' + '\164' + '\x66' + chr(45) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'8'), '\x64' + chr(0b1100101) + '\x63' + chr(0b100 + 0o153) + '\x64' + chr(8142 - 8041))('\165' + chr(0b0 + 0o164) + '\x66' + chr(0b101101) + chr(0b111000))]):
vPPlOXQgR3SM = uooDotmTYEgP.Tn6rGr7XTM7t([bI5jsQ9OkQtj.vPPlOXQgR3SM // hOjrMKpaybfC] * hOjrMKpaybfC, dtype=uooDotmTYEgP.int32)
else:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'"\x01\xd5\x9a\xc6\xa7K\xadG\x16\xc3\x1b\xda\xc7\xafA\x91\xe0c \xd0\xd0\\\xce\xadb\x13\xc3\xee\x90\x8e\xe3\xf4\xbd\xf3\xac\xa6B\xe8K\x01\x16\x99\xa0\xca\xf4n\xe0O\x14\xc6I\xaf\xb1\xe2A\x97\xf7*9\x93\xd8P\xd0\xbdtW\xcb\xf6\x96\x87\xf4\xf4\x9f\xf3\xaa\xa7B\xe9J\x19O\xca\x93\x83\xb7K\xa6G\x1f\xc6H'), chr(1489 - 1389) + chr(5373 - 5272) + '\x63' + chr(0b1101111) + chr(2048 - 1948) + chr(4015 - 3914))('\165' + chr(0b111000 + 0o74) + '\146' + chr(45) + chr(1039 - 983)))
elif vPPlOXQgR3SM is not None:
vPPlOXQgR3SM = uooDotmTYEgP.asarray(vPPlOXQgR3SM, dtype=uooDotmTYEgP.int32).flatten()
if hOjrMKpaybfC is None:
hOjrMKpaybfC = vPPlOXQgR3SM.e1HrJaQHACnl
elif roI3spqORKae(vPPlOXQgR3SM, roI3spqORKae(ES5oEprVxulp(b'\x08^\xf1\x91\xac\xb5s\x88o9\xcc\x05'), chr(0b1011010 + 0o12) + chr(101) + chr(99) + chr(0b1101111) + '\x64' + chr(0b1001111 + 0o26))('\165' + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000))) == nzTpIcepk0o8(chr(1063 - 1015) + chr(111) + chr(49), 8):
vPPlOXQgR3SM = uooDotmTYEgP.Tn6rGr7XTM7t([vPPlOXQgR3SM[nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(48), 8)]] * hOjrMKpaybfC, dtype=uooDotmTYEgP.int32)
if hOjrMKpaybfC != roI3spqORKae(vPPlOXQgR3SM, roI3spqORKae(ES5oEprVxulp(b'\x08^\xf1\x91\xac\xb5s\x88o9\xcc\x05'), chr(5068 - 4968) + '\145' + chr(0b1100011) + '\x6f' + '\144' + chr(0b1000101 + 0o40))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + chr(0b111000))):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b')O\xd4\x96\x95\xa0\x02\xa2KZ\xc7\x18\x8f\xf9\xae\x00\x91\xfd*4\x95\xd5\x1d\xc4\xe0'), chr(100) + '\x65' + '\143' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(116) + chr(5275 - 5173) + chr(0b101101) + chr(0b100011 + 0o25)))
XlrtJ19Fe5kO(hOjrMKpaybfC, UazF426buBeS)
if roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\x02\x0c\xd5\xa0\xde\x90n\xaao%\xce?'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')(chr(117) + chr(0b1101011 + 0o11) + chr(0b1100110) + chr(45) + '\070'))(vPPlOXQgR3SM) + roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\x02\x0c\xd5\xa0\xde\x90n\xaao%\xce?'), chr(0b1100100) + chr(0b1000001 + 0o44) + chr(99) + chr(111) + chr(0b1100100) + '\145')('\x75' + '\164' + chr(0b1001110 + 0o30) + '\055' + chr(56)))([nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49), 8) if Co4ReH2wNx9c == roI3spqORKae(ES5oEprVxulp(b'+'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b1 + 0o143) + chr(101))(chr(9889 - 9772) + '\x74' + chr(0b1011110 + 0o10) + '\x2d' + '\x38') else nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b1100 + 0o44), 8) for Co4ReH2wNx9c in UazF426buBeS]) != roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'\x1b?\xe9\x8f\xa9\x8cs\xa7|I\xf1$'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + chr(45) + chr(1065 - 1009))):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b')\x06\xd4\x86\x88\xa7K\xaf@\t\x82\x00\x94\xfb\xadN\x96\xfby,\x95\xd5V\xd9\xf31K\xc5\xe5\xde\xc3\xa7\xf4\x9f\x8c\xf2\xf4I\xa7A2]\x99\xc8\xc6\xfa\x0c\xee\x0eQ\x82\r\xa5\xdc'), chr(3590 - 3490) + chr(2990 - 2889) + chr(0b1100011) + chr(0b1001100 + 0o43) + '\x64' + chr(2836 - 2735))('\165' + chr(116) + '\x66' + '\x2d' + chr(0b111000)))
J89Y4kGNG2Bs = [[nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b1001 + 0o47), 8)], [nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(111) + '\060', 8), nzTpIcepk0o8('\060' + '\157' + chr(49), 8)]]
r3LBXuk8YXJl = [[nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x30', 8), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(111) + chr(49), 8)], [nzTpIcepk0o8(chr(0b110000) + chr(0b1001011 + 0o44) + chr(0b10011 + 0o35), 8), nzTpIcepk0o8('\060' + chr(0b1101100 + 0o3) + '\x30', 8)]]
exlNMGjRoDgQ = [[nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x30', 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(48), 8)], [nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(48), 8)]]
vYX6YMyhMBn6 = [[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110000), 8), nzTpIcepk0o8('\060' + chr(5691 - 5580) + chr(49), 8)], [nzTpIcepk0o8(chr(0b0 + 0o60) + chr(12134 - 12023) + '\061', 8), nzTpIcepk0o8('\x30' + chr(0b100001 + 0o116) + '\x30', 8)]]
buieUxkpnZk3 = uooDotmTYEgP.array([[[nzTpIcepk0o8('\060' + '\x6f' + chr(2003 - 1955), 8)], [nzTpIcepk0o8('\x30' + chr(0b110 + 0o151) + chr(0b101100 + 0o5), 8)]], [[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b10010 + 0o37), 8)], [nzTpIcepk0o8(chr(1940 - 1892) + '\157' + chr(1404 - 1356), 8)]]]).transpose()
mOo9OqMgUnvf = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(4407 - 4296) + chr(0b110010), 25962 - 25954), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1011101 + 0o22) + chr(2004 - 1954), 8), nzTpIcepk0o8(chr(1942 - 1894) + '\157' + '\x32', 8)))
mOo9OqMgUnvf[:, :, nzTpIcepk0o8('\x30' + '\x6f' + '\x30', 8), nzTpIcepk0o8('\x30' + chr(6286 - 6175) + '\060', 8)] = J89Y4kGNG2Bs
mOo9OqMgUnvf[:, :, nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + '\x30', 8)] = vYX6YMyhMBn6
mOo9OqMgUnvf[:, :, nzTpIcepk0o8('\x30' + chr(111) + chr(1690 - 1642), 8), nzTpIcepk0o8(chr(1177 - 1129) + chr(0b11010 + 0o125) + '\x31', 8)] = vYX6YMyhMBn6
mOo9OqMgUnvf[:, :, nzTpIcepk0o8(chr(48) + '\157' + chr(0b11111 + 0o22), 8), nzTpIcepk0o8(chr(1498 - 1450) + chr(3505 - 3394) + '\x31', 8)] = J89Y4kGNG2Bs
mOo9OqMgUnvf = uooDotmTYEgP.transpose(mOo9OqMgUnvf)
k91QUkrmwggS = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\060' + chr(9783 - 9672) + chr(0b10110 + 0o34), 8), nzTpIcepk0o8('\x30' + chr(11734 - 11623) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1606 - 1556), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50), 8)))
k91QUkrmwggS[:, :, nzTpIcepk0o8(chr(48) + '\x6f' + chr(773 - 725), 8), nzTpIcepk0o8('\060' + chr(0b1011100 + 0o23) + chr(48), 8)] = J89Y4kGNG2Bs
k91QUkrmwggS[:, :, nzTpIcepk0o8(chr(48) + '\x6f' + '\061', 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b10011 + 0o35), 8)] = exlNMGjRoDgQ
k91QUkrmwggS[:, :, nzTpIcepk0o8(chr(1905 - 1857) + '\x6f' + chr(0b110000), 8), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(111) + chr(0b100 + 0o55), 8)] = exlNMGjRoDgQ
k91QUkrmwggS = uooDotmTYEgP.transpose(k91QUkrmwggS)
stVGsv3MKjDy = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010), 8), nzTpIcepk0o8(chr(348 - 300) + chr(0b10011 + 0o134) + '\x32', 8), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + '\062', 8), nzTpIcepk0o8('\x30' + '\157' + chr(50), 8)))
stVGsv3MKjDy[:, :, nzTpIcepk0o8(chr(0b110000) + chr(8426 - 8315) + '\x31', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x30', 8)] = r3LBXuk8YXJl
stVGsv3MKjDy[:, :, nzTpIcepk0o8('\060' + chr(111) + chr(0b10101 + 0o33), 8), nzTpIcepk0o8(chr(157 - 109) + chr(111) + chr(49), 8)] = r3LBXuk8YXJl
stVGsv3MKjDy[:, :, nzTpIcepk0o8('\x30' + chr(111) + chr(0b11100 + 0o25), 8), nzTpIcepk0o8(chr(48) + chr(0b11010 + 0o125) + chr(49), 8)] = J89Y4kGNG2Bs
stVGsv3MKjDy = uooDotmTYEgP.transpose(stVGsv3MKjDy)
uzYpZLBDz9M7 = uooDotmTYEgP.UmwwEp7MzR6q([nzTpIcepk0o8(chr(1812 - 1764) + '\157' + '\062', 8)] * nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(111) + '\x35', 0b1000))
uzYpZLBDz9M7[nzTpIcepk0o8(chr(867 - 819) + chr(0b111101 + 0o62) + chr(726 - 678), 8), :, :, nzTpIcepk0o8(chr(186 - 138) + chr(11147 - 11036) + chr(0b110000), 8), nzTpIcepk0o8('\x30' + chr(111) + '\x30', 8)] = uzYpZLBDz9M7[nzTpIcepk0o8(chr(48) + '\x6f' + '\x31', 8), :, :, nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1001100 + 0o43) + '\x31', 8), nzTpIcepk0o8(chr(434 - 386) + '\157' + chr(49), 8)] = J89Y4kGNG2Bs
uzYpZLBDz9M7[nzTpIcepk0o8(chr(48) + '\x6f' + chr(1654 - 1606), 8), :, :, nzTpIcepk0o8(chr(0b110000) + chr(0b1001001 + 0o46) + chr(0b110001), 8), nzTpIcepk0o8(chr(1129 - 1081) + chr(0b111010 + 0o65) + '\060', 8)] = uzYpZLBDz9M7[nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1001 + 0o146) + chr(1895 - 1847), 8), :, :, nzTpIcepk0o8('\060' + chr(111) + '\x30', 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b100011 + 0o16), 8)] = exlNMGjRoDgQ
uzYpZLBDz9M7[nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8), :, :, nzTpIcepk0o8('\x30' + '\157' + '\x31', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1335 - 1287), 8)] = uzYpZLBDz9M7[nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(3798 - 3687) + '\x31', 8), :, :, nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1010 + 0o46), 8), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b1101111) + chr(0b101001 + 0o10), 8)] = r3LBXuk8YXJl
uzYpZLBDz9M7 = uooDotmTYEgP.transpose(uzYpZLBDz9M7)
C6LOzGNdNRfI = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(221 - 173) + chr(0b1101111) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b111010 + 0o65) + '\x32', 8), nzTpIcepk0o8('\x30' + chr(0b1001010 + 0o45) + '\062', 8), nzTpIcepk0o8(chr(48) + '\157' + chr(1562 - 1512), 8)))
C6LOzGNdNRfI[nzTpIcepk0o8('\060' + '\157' + '\x30', 8), :, :, nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1100111 + 0o10) + chr(1665 - 1617), 8)] = J89Y4kGNG2Bs
C6LOzGNdNRfI[nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(9265 - 9154) + chr(0b101001 + 0o7), 8), :, :, nzTpIcepk0o8('\060' + chr(0b110111 + 0o70) + chr(49), 8)] = exlNMGjRoDgQ
C6LOzGNdNRfI[nzTpIcepk0o8(chr(1257 - 1209) + '\157' + '\061', 8), :, :, nzTpIcepk0o8(chr(933 - 885) + '\x6f' + chr(49), 8)] = r3LBXuk8YXJl
C6LOzGNdNRfI = uooDotmTYEgP.transpose(C6LOzGNdNRfI)
R0zRmnyvdh0z = []
tILZj5Xbt5VG = M1V0lW0896rn.vector.to_list(bI5jsQ9OkQtj)
El4w8QMGwyUW = nzTpIcepk0o8(chr(48) + chr(0b1100010 + 0o15) + chr(0b10001 + 0o37), 8)
for sChW4gUsXrIC in zBiXJ6gPq38D(hOjrMKpaybfC):
ukGIzqnfrPFj = vPPlOXQgR3SM[sChW4gUsXrIC]
tW9pyL28u86D = tILZj5Xbt5VG[El4w8QMGwyUW]
NYr8NJTXQItJ = uooDotmTYEgP.tensordot(C6LOzGNdNRfI, tW9pyL28u86D, (nzTpIcepk0o8(chr(1823 - 1775) + chr(0b1101111) + chr(487 - 439), 8), nzTpIcepk0o8(chr(496 - 448) + chr(0b1010001 + 0o36) + chr(0b10100 + 0o35), 8)))
NYr8NJTXQItJ = NYr8NJTXQItJ.transpose(nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(111) + chr(51), 30663 - 30655), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\x6f' + '\060', 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001), 8), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + chr(71 - 21), 8), nzTpIcepk0o8(chr(1723 - 1675) + '\x6f' + '\064', 0b1000))
NYr8NJTXQItJ = NYr8NJTXQItJ.reshape((bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW], nzTpIcepk0o8('\x30' + '\157' + chr(0b110010), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010), 8), nzTpIcepk0o8('\x30' + chr(6564 - 6453) + chr(0b10110 + 0o34), 8) * bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'+'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b10010 + 0o135) + '\x64' + chr(1664 - 1563))(chr(0b1000001 + 0o64) + chr(0b1110100) + chr(7674 - 7572) + chr(0b11 + 0o52) + chr(0b111000)))
El4w8QMGwyUW += nzTpIcepk0o8(chr(48) + '\x6f' + chr(1879 - 1830), 8)
roI3spqORKae(R0zRmnyvdh0z, roI3spqORKae(ES5oEprVxulp(b'%;\xea\xd7\x9e\xb3e\xafD\x15\xf7\\'), '\x64' + chr(101) + '\143' + '\157' + '\x64' + chr(2473 - 2372))('\165' + chr(0b1100001 + 0o23) + '\146' + chr(846 - 801) + '\070'))(NYr8NJTXQItJ)
for ZlbFMSG8gCoF in zBiXJ6gPq38D(nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49), 8), ukGIzqnfrPFj - nzTpIcepk0o8(chr(596 - 548) + chr(0b1101111) + '\061', 8)):
tW9pyL28u86D = tILZj5Xbt5VG[El4w8QMGwyUW]
NYr8NJTXQItJ = uooDotmTYEgP.tensordot(uzYpZLBDz9M7, tW9pyL28u86D, (nzTpIcepk0o8(chr(900 - 852) + '\x6f' + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + chr(0b110010 + 0o75) + '\061', 8)))
NYr8NJTXQItJ = NYr8NJTXQItJ.transpose([nzTpIcepk0o8('\x30' + '\157' + chr(744 - 696), 8), nzTpIcepk0o8(chr(454 - 406) + chr(111) + chr(2263 - 2211), 8), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b110111 + 0o70) + '\x31', 8), nzTpIcepk0o8(chr(1528 - 1480) + chr(111) + chr(889 - 839), 8), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33', 8), nzTpIcepk0o8(chr(0b110000) + chr(11283 - 11172) + chr(53), 8)])
NYr8NJTXQItJ = NYr8NJTXQItJ.reshape((nzTpIcepk0o8('\x30' + chr(8456 - 8345) + '\062', 8) * bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW], nzTpIcepk0o8(chr(48) + chr(111) + chr(50), 8), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(111) + '\062', 8), nzTpIcepk0o8('\060' + chr(0b1100010 + 0o15) + '\x32', 8) * bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW + nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'+'), '\x64' + '\145' + '\x63' + '\157' + chr(9329 - 9229) + chr(0b1010001 + 0o24))(chr(0b1110101) + '\164' + '\146' + chr(45) + '\070'))
El4w8QMGwyUW += nzTpIcepk0o8(chr(1212 - 1164) + chr(111) + '\061', 8)
roI3spqORKae(R0zRmnyvdh0z, roI3spqORKae(ES5oEprVxulp(b'%;\xea\xd7\x9e\xb3e\xafD\x15\xf7\\'), chr(100) + chr(0b11110 + 0o107) + chr(0b10110 + 0o115) + chr(111) + chr(1811 - 1711) + '\x65')(chr(13311 - 13194) + chr(0b1010101 + 0o37) + chr(0b1100110) + chr(0b110 + 0o47) + chr(3027 - 2971)))(NYr8NJTXQItJ)
if UazF426buBeS[sChW4gUsXrIC] == roI3spqORKae(ES5oEprVxulp(b'+'), '\x64' + chr(0b1000100 + 0o41) + chr(4033 - 3934) + chr(111) + chr(0b1100001 + 0o3) + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(960 - 915) + chr(3030 - 2974)):
tW9pyL28u86D = tILZj5Xbt5VG[El4w8QMGwyUW]
NYr8NJTXQItJ = uooDotmTYEgP.tensordot(uzYpZLBDz9M7, tW9pyL28u86D, (nzTpIcepk0o8(chr(966 - 918) + chr(0b110010 + 0o75) + chr(2262 - 2213), 8), nzTpIcepk0o8(chr(0b11 + 0o55) + '\x6f' + chr(1167 - 1118), 8))).transpose([nzTpIcepk0o8('\x30' + chr(0b1001011 + 0o44) + '\060', 8), nzTpIcepk0o8(chr(48) + chr(111) + '\x34', 8), nzTpIcepk0o8(chr(48) + chr(0b101111 + 0o100) + chr(49), 8), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1000100 + 0o53) + chr(0b100010 + 0o20), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51), 8), nzTpIcepk0o8('\060' + '\157' + '\065', 8)])
NYr8NJTXQItJ = NYr8NJTXQItJ.reshape((nzTpIcepk0o8(chr(48) + chr(6445 - 6334) + chr(0b110010), 8) * bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW], nzTpIcepk0o8(chr(0b111 + 0o51) + chr(5531 - 5420) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062', 8) * bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW + nzTpIcepk0o8(chr(1887 - 1839) + '\x6f' + chr(49), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'+'), '\144' + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(899 - 798))(chr(0b1110101) + '\164' + chr(102) + chr(45) + chr(0b110000 + 0o10)))
El4w8QMGwyUW += nzTpIcepk0o8(chr(48) + '\157' + chr(1783 - 1734), 8)
tW9pyL28u86D = tILZj5Xbt5VG[El4w8QMGwyUW]
PT32xG247TS3 = uooDotmTYEgP.tensordot(buieUxkpnZk3, tW9pyL28u86D, (nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001), 8)))
PT32xG247TS3 = PT32xG247TS3.reshape((nzTpIcepk0o8('\060' + '\157' + chr(0b100010 + 0o20), 8) * bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW], bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW + nzTpIcepk0o8(chr(0b10101 + 0o33) + '\157' + chr(0b1110 + 0o43), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'+'), '\x64' + chr(4457 - 4356) + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100101))(chr(117) + '\164' + chr(0b100011 + 0o103) + chr(0b11 + 0o52) + chr(0b11 + 0o65)))
NYr8NJTXQItJ = uooDotmTYEgP.tensordot(NYr8NJTXQItJ, PT32xG247TS3, (nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b111110 + 0o61) + chr(51), 8), nzTpIcepk0o8(chr(2282 - 2234) + chr(0b100011 + 0o114) + chr(712 - 664), 8)))
El4w8QMGwyUW += nzTpIcepk0o8(chr(0b110000) + chr(11583 - 11472) + '\061', 8)
roI3spqORKae(R0zRmnyvdh0z, roI3spqORKae(ES5oEprVxulp(b'%;\xea\xd7\x9e\xb3e\xafD\x15\xf7\\'), '\x64' + chr(0b1100101) + '\x63' + chr(0b111111 + 0o60) + '\x64' + chr(0b1100101))(chr(117) + '\164' + chr(8651 - 8549) + chr(203 - 158) + chr(56)))(NYr8NJTXQItJ)
else:
d_DjJH2v3DOP = None
if UazF426buBeS[sChW4gUsXrIC] == roI3spqORKae(ES5oEprVxulp(b'.'), chr(4633 - 4533) + chr(0b110000 + 0o65) + chr(0b1100011) + chr(0b1101111) + chr(0b10100 + 0o120) + chr(101))(chr(12999 - 12882) + '\164' + '\x66' + chr(760 - 715) + '\x38'):
d_DjJH2v3DOP = mOo9OqMgUnvf
elif UazF426buBeS[sChW4gUsXrIC] == roI3spqORKae(ES5oEprVxulp(b'!'), chr(8210 - 8110) + chr(101) + chr(0b11111 + 0o104) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b11011 + 0o132) + chr(116) + '\146' + chr(0b100110 + 0o7) + chr(56)):
d_DjJH2v3DOP = k91QUkrmwggS
elif UazF426buBeS[sChW4gUsXrIC] == roI3spqORKae(ES5oEprVxulp(b'8'), chr(100) + '\x65' + chr(99) + chr(0b10101 + 0o132) + '\144' + '\145')(chr(0b1110101) + '\164' + '\x66' + '\x2d' + chr(56)):
d_DjJH2v3DOP = stVGsv3MKjDy
tW9pyL28u86D = tILZj5Xbt5VG[El4w8QMGwyUW]
NYr8NJTXQItJ = uooDotmTYEgP.tensordot(d_DjJH2v3DOP, tW9pyL28u86D, (nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1174 - 1125), 8)))
NYr8NJTXQItJ = NYr8NJTXQItJ.transpose([nzTpIcepk0o8(chr(1913 - 1865) + '\x6f' + chr(0b110000), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001 + 0o2), 8), nzTpIcepk0o8(chr(1753 - 1705) + chr(0b1101111) + chr(0b110001), 8), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000) + chr(3862 - 3751) + '\064', 8)])
NYr8NJTXQItJ = NYr8NJTXQItJ.reshape((nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(111) + chr(865 - 815), 8) * bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW], nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1001111 + 0o40) + chr(0b100010 + 0o20), 8), nzTpIcepk0o8(chr(2102 - 2054) + chr(11417 - 11306) + chr(2461 - 2411), 8), bI5jsQ9OkQtj.LCrwg7lcbmU9[El4w8QMGwyUW + nzTpIcepk0o8(chr(999 - 951) + '\157' + chr(0b110001), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'+'), '\x64' + chr(0b111110 + 0o47) + '\143' + chr(0b1010101 + 0o32) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + '\x66' + chr(0b10011 + 0o32) + chr(56)))
El4w8QMGwyUW += nzTpIcepk0o8(chr(48) + '\x6f' + chr(1046 - 997), 8)
roI3spqORKae(R0zRmnyvdh0z, roI3spqORKae(ES5oEprVxulp(b'%;\xea\xd7\x9e\xb3e\xafD\x15\xf7\\'), '\144' + '\x65' + chr(1916 - 1817) + chr(0b1101111) + chr(3081 - 2981) + chr(0b1100101))(chr(117) + '\164' + '\146' + chr(0b11100 + 0o21) + chr(0b110110 + 0o2)))(NYr8NJTXQItJ)
return roI3spqORKae(WaKzx4ufhHGb.matrix, roI3spqORKae(ES5oEprVxulp(b'\x0b\x1d\xd6\x8e\xb9\xb8K\xb3Z'), chr(0b1100100) + '\x65' + chr(0b110101 + 0o56) + chr(111) + chr(0b1001 + 0o133) + chr(0b101011 + 0o72))(chr(117) + '\164' + chr(0b1001110 + 0o30) + chr(45) + chr(0b111000)))(R0zRmnyvdh0z) |
oseledets/ttpy | tt/core/tools.py | qlaplace_dd | def qlaplace_dd(d):
"""Creates a QTT representation of the Laplace operator"""
res = _matrix.matrix()
d0 = d[::-1]
D = len(d0)
I = _np.eye(2)
J = _np.array([[0, 1], [0, 0]])
cr = []
if D is 1:
for k in xrange(1, d0[0] + 1):
if k is 1:
cur_core = _np.zeros((1, 2, 2, 3))
cur_core[:, :, :, 0] = 2 * I - J - J.T
cur_core[:, :, :, 1] = -J
cur_core[:, :, :, 2] = -J.T
elif k is d0[0]:
cur_core = _np.zeros((3, 2, 2, 1))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
else:
cur_core = _np.zeros((3, 2, 2, 3))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 1] = J
cur_core[2, :, :, 2] = J.T
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
cr.append(cur_core)
else:
for k in xrange(D):
for kappa in xrange(1, d0[k] + 1):
if kappa is 1:
if k is 0:
cur_core = _np.zeros((1, 2, 2, 4))
cur_core[:, :, :, 0] = 2 * I - J - J.T
cur_core[:, :, :, 1] = -J
cur_core[:, :, :, 2] = -J.T
cur_core[:, :, :, 3] = I
elif k is D - 1:
cur_core = _np.zeros((2, 2, 2, 3))
cur_core[0, :, :, 0] = 2 * I - J - J.T
cur_core[0, :, :, 1] = -J
cur_core[0, :, :, 2] = -J.T
cur_core[1, :, :, 0] = I
else:
cur_core = _np.zeros((2, 2, 2, 4))
cur_core[0, :, :, 0] = 2 * I - J - J.T
cur_core[0, :, :, 1] = -J
cur_core[0, :, :, 2] = -J.T
cur_core[0, :, :, 3] = I
cur_core[1, :, :, 0] = I
elif kappa is d0[k]:
if k is D - 1:
cur_core = _np.zeros((3, 2, 2, 1))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
else:
cur_core = _np.zeros((4, 2, 2, 2))
cur_core[3, :, :, 0] = I
cur_core[0, :, :, 1] = I
cur_core[1, :, :, 1] = J.T
cur_core[2, :, :, 1] = J
else:
if k is D - 1:
cur_core = _np.zeros((3, 2, 2, 3))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 1] = J
cur_core[2, :, :, 2] = J.T
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
else:
cur_core = _np.zeros((4, 2, 2, 4))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 1] = J
cur_core[2, :, :, 2] = J.T
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
cur_core[3, :, :, 3] = I
cr.append(cur_core)
return _matrix.matrix.from_list(cr) | python | def qlaplace_dd(d):
"""Creates a QTT representation of the Laplace operator"""
res = _matrix.matrix()
d0 = d[::-1]
D = len(d0)
I = _np.eye(2)
J = _np.array([[0, 1], [0, 0]])
cr = []
if D is 1:
for k in xrange(1, d0[0] + 1):
if k is 1:
cur_core = _np.zeros((1, 2, 2, 3))
cur_core[:, :, :, 0] = 2 * I - J - J.T
cur_core[:, :, :, 1] = -J
cur_core[:, :, :, 2] = -J.T
elif k is d0[0]:
cur_core = _np.zeros((3, 2, 2, 1))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
else:
cur_core = _np.zeros((3, 2, 2, 3))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 1] = J
cur_core[2, :, :, 2] = J.T
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
cr.append(cur_core)
else:
for k in xrange(D):
for kappa in xrange(1, d0[k] + 1):
if kappa is 1:
if k is 0:
cur_core = _np.zeros((1, 2, 2, 4))
cur_core[:, :, :, 0] = 2 * I - J - J.T
cur_core[:, :, :, 1] = -J
cur_core[:, :, :, 2] = -J.T
cur_core[:, :, :, 3] = I
elif k is D - 1:
cur_core = _np.zeros((2, 2, 2, 3))
cur_core[0, :, :, 0] = 2 * I - J - J.T
cur_core[0, :, :, 1] = -J
cur_core[0, :, :, 2] = -J.T
cur_core[1, :, :, 0] = I
else:
cur_core = _np.zeros((2, 2, 2, 4))
cur_core[0, :, :, 0] = 2 * I - J - J.T
cur_core[0, :, :, 1] = -J
cur_core[0, :, :, 2] = -J.T
cur_core[0, :, :, 3] = I
cur_core[1, :, :, 0] = I
elif kappa is d0[k]:
if k is D - 1:
cur_core = _np.zeros((3, 2, 2, 1))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
else:
cur_core = _np.zeros((4, 2, 2, 2))
cur_core[3, :, :, 0] = I
cur_core[0, :, :, 1] = I
cur_core[1, :, :, 1] = J.T
cur_core[2, :, :, 1] = J
else:
if k is D - 1:
cur_core = _np.zeros((3, 2, 2, 3))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 1] = J
cur_core[2, :, :, 2] = J.T
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
else:
cur_core = _np.zeros((4, 2, 2, 4))
cur_core[0, :, :, 0] = I
cur_core[1, :, :, 1] = J
cur_core[2, :, :, 2] = J.T
cur_core[1, :, :, 0] = J.T
cur_core[2, :, :, 0] = J
cur_core[3, :, :, 3] = I
cr.append(cur_core)
return _matrix.matrix.from_list(cr) | [
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"operator"
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L529-L609 | train | Creates a QTT representation of the Laplace operator | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(54) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(1972 - 1924) + chr(0b1101111) + chr(0b110011) + chr(1076 - 1026), 0o10), nzTpIcepk0o8(chr(879 - 831) + chr(0b100 + 0o153) + '\x37' + '\x37', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(966 - 917) + '\x37' + chr(1505 - 1454), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(53) + chr(279 - 228), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(2386 - 2336) + chr(0b11110 + 0o30) + chr(0b11110 + 0o24), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(0b110111) + '\062', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + '\x33' + chr(50), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + '\060' + chr(49), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1100000 + 0o17) + chr(1759 - 1709) + chr(0b1111 + 0o44) + chr(2017 - 1968), 18984 - 18976), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + '\x36' + chr(2650 - 2596), 38791 - 38783), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(54) + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + chr(0b1001100 + 0o43) + '\x33' + chr(1428 - 1377) + chr(2091 - 2042), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b0 + 0o63) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + '\x36' + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b101110 + 0o101) + '\063' + '\067' + '\067', 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(111) + '\063' + chr(55) + chr(651 - 602), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(49) + '\066', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + chr(0b1100 + 0o45), 0b1000), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + chr(0b110011) + '\062' + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + chr(49) + chr(0b110001) + chr(1590 - 1536), 0o10), nzTpIcepk0o8(chr(1695 - 1647) + '\157' + '\x31' + chr(49) + '\063', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1 + 0o156) + '\x31' + chr(0b110000 + 0o0) + '\062', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b101010 + 0o105) + '\062' + chr(0b10101 + 0o35) + '\064', 36764 - 36756), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\x6f' + chr(620 - 571) + '\x37' + '\x33', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b11110 + 0o25) + chr(0b110011) + chr(54), 0b1000), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(111) + '\x31' + chr(0b110010) + '\x35', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(1960 - 1909) + chr(0b110001) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(111) + chr(0b110100), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + chr(0b10010 + 0o36) + chr(55), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\x6f' + '\062' + '\x31' + chr(0b100110 + 0o13), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b0 + 0o63) + chr(0b110110) + chr(49), 8), nzTpIcepk0o8('\060' + chr(8332 - 8221) + '\061' + '\x31' + chr(896 - 847), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + '\066' + chr(0b1000 + 0o54), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(11345 - 11234) + chr(0b110001) + '\061', 8), nzTpIcepk0o8(chr(479 - 431) + chr(5353 - 5242) + chr(0b11110 + 0o24) + chr(51) + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\060' + chr(920 - 809) + chr(0b10011 + 0o37) + chr(1880 - 1828) + chr(0b100101 + 0o17), 0o10), nzTpIcepk0o8('\060' + '\157' + '\x32' + chr(48) + chr(0b110111), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + '\x35' + chr(55), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2178 - 2128) + '\x37' + '\061', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b10010 + 0o135) + '\065' + chr(1633 - 1585), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xdf'), chr(0b1100010 + 0o2) + chr(0b1101 + 0o130) + chr(553 - 454) + chr(0b1101111) + chr(100) + '\x65')(chr(0b11 + 0o162) + chr(12169 - 12053) + chr(0b110101 + 0o61) + chr(0b101100 + 0o1) + chr(2494 - 2438)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def X8ZGWdQXddin(vPPlOXQgR3SM):
_XdQFJpnzJor = WaKzx4ufhHGb.kcnyYx1RySWO()
C3KFAs71dyhg = vPPlOXQgR3SM[::-nzTpIcepk0o8(chr(0b110000) + chr(0b10 + 0o155) + '\x31', 39380 - 39372)]
hOjrMKpaybfC = ftfygxgFas5X(C3KFAs71dyhg)
J89Y4kGNG2Bs = uooDotmTYEgP.sWQ4p7UMdVY3(nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + '\062', 28083 - 28075))
r3LBXuk8YXJl = uooDotmTYEgP.Tn6rGr7XTM7t([[nzTpIcepk0o8(chr(1417 - 1369) + chr(0b1001010 + 0o45) + '\x30', 53928 - 53920), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b100100 + 0o15), 8)], [nzTpIcepk0o8('\060' + chr(111) + chr(0b11001 + 0o27), 8), nzTpIcepk0o8('\060' + chr(111) + '\060', 8)]])
NYr8NJTXQItJ = []
if hOjrMKpaybfC is nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001), 8):
for B6UAF1zReOyJ in zBiXJ6gPq38D(nzTpIcepk0o8(chr(2254 - 2206) + chr(0b11001 + 0o126) + chr(49), 8), C3KFAs71dyhg[nzTpIcepk0o8('\x30' + chr(111) + chr(48), 8)] + nzTpIcepk0o8('\x30' + chr(0b110010 + 0o75) + '\061', 8)):
if B6UAF1zReOyJ is nzTpIcepk0o8('\x30' + '\157' + chr(0b110001), 8):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(0b110000) + chr(1211 - 1100) + chr(0b110001), 8), nzTpIcepk0o8(chr(0b110000) + chr(4517 - 4406) + '\062', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b111101 + 0o62) + '\x32', 8), nzTpIcepk0o8(chr(227 - 179) + chr(0b1101111) + '\063', ord("\x08"))))
ItEfd3wk0cKu[:, :, :, nzTpIcepk0o8(chr(0b110000) + chr(12047 - 11936) + chr(0b110000), 8)] = nzTpIcepk0o8(chr(954 - 906) + chr(0b1101111) + chr(976 - 926), 8) * J89Y4kGNG2Bs - r3LBXuk8YXJl - r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[:, :, :, nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8)] = -r3LBXuk8YXJl
ItEfd3wk0cKu[:, :, :, nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50), 8)] = -r3LBXuk8YXJl.hq6XE4_Nhd6R
elif B6UAF1zReOyJ is C3KFAs71dyhg[nzTpIcepk0o8(chr(48) + '\157' + chr(0b101011 + 0o5), 8)]:
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\x30' + chr(0b110000 + 0o77) + '\x33', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(384 - 334), 8), nzTpIcepk0o8('\x30' + chr(111) + '\x32', 8), nzTpIcepk0o8(chr(495 - 447) + chr(0b1101111) + chr(0b110001), 8)))
ItEfd3wk0cKu[nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x30', 8), :, :, nzTpIcepk0o8(chr(48) + '\157' + '\060', 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8), :, :, nzTpIcepk0o8(chr(960 - 912) + chr(1739 - 1628) + chr(48), 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8(chr(921 - 873) + chr(6826 - 6715) + chr(50), 8), :, :, nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110000), 8)] = r3LBXuk8YXJl
else:
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(2002 - 1954) + chr(10150 - 10039) + '\x33', 8), nzTpIcepk0o8(chr(48) + chr(111) + '\062', 8), nzTpIcepk0o8('\060' + chr(0b110000 + 0o77) + chr(0b1 + 0o61), 8), nzTpIcepk0o8(chr(2039 - 1991) + chr(0b100101 + 0o112) + '\063', 8)))
ItEfd3wk0cKu[nzTpIcepk0o8(chr(912 - 864) + '\x6f' + chr(900 - 852), 8), :, :, nzTpIcepk0o8(chr(1816 - 1768) + chr(266 - 155) + chr(0b11010 + 0o26), 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(49), 8), :, :, nzTpIcepk0o8(chr(2132 - 2084) + chr(0b1101111) + '\061', 8)] = r3LBXuk8YXJl
ItEfd3wk0cKu[nzTpIcepk0o8(chr(48) + '\157' + chr(2110 - 2060), 8), :, :, nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50), 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8(chr(48) + chr(8115 - 8004) + '\061', 8), :, :, nzTpIcepk0o8(chr(0b110000) + chr(11670 - 11559) + chr(0b1001 + 0o47), 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8('\x30' + chr(0b111011 + 0o64) + chr(0b110010), 8), :, :, nzTpIcepk0o8('\060' + '\x6f' + '\060', 8)] = r3LBXuk8YXJl
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b'\xb9NlOS\xd5\xbd\xb5+\xf6\xa3\xc4'), chr(3218 - 3118) + '\x65' + chr(99) + chr(111) + chr(100) + chr(6479 - 6378))(chr(0b1000111 + 0o56) + chr(0b1110100) + chr(102) + '\055' + chr(0b111000)))(ItEfd3wk0cKu)
else:
for B6UAF1zReOyJ in zBiXJ6gPq38D(hOjrMKpaybfC):
for LpU5RQpmJtzj in zBiXJ6gPq38D(nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(7791 - 7680) + '\x31', 8), C3KFAs71dyhg[B6UAF1zReOyJ] + nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b100101 + 0o112) + chr(0b110001), 8)):
if LpU5RQpmJtzj is nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b101000 + 0o107) + chr(0b10001 + 0o40), 8):
if B6UAF1zReOyJ is nzTpIcepk0o8('\060' + '\x6f' + '\060', 8):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b101110 + 0o4), 8), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(0b1010001 + 0o36) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(482 - 371) + chr(0b110100), 8)))
ItEfd3wk0cKu[:, :, :, nzTpIcepk0o8(chr(162 - 114) + '\157' + chr(48), 8)] = nzTpIcepk0o8(chr(0b110000) + chr(0b1110 + 0o141) + chr(0b101100 + 0o6), 8) * J89Y4kGNG2Bs - r3LBXuk8YXJl - r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[:, :, :, nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061', 8)] = -r3LBXuk8YXJl
ItEfd3wk0cKu[:, :, :, nzTpIcepk0o8(chr(0b10 + 0o56) + chr(7807 - 7696) + chr(0b110010), 8)] = -r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[:, :, :, nzTpIcepk0o8(chr(1288 - 1240) + '\x6f' + chr(0b110011), 8)] = J89Y4kGNG2Bs
elif B6UAF1zReOyJ is hOjrMKpaybfC - nzTpIcepk0o8('\x30' + chr(0b1001 + 0o146) + '\x31', 8):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(128 - 80) + chr(0b1101111) + chr(0b110010), 8), nzTpIcepk0o8('\060' + chr(7754 - 7643) + chr(552 - 502), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32', 8), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\157' + '\063', 8)))
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + chr(48), 8), :, :, nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x30', 8)] = nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + '\x32', 8) * J89Y4kGNG2Bs - r3LBXuk8YXJl - r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8('\x30' + '\157' + chr(48), 8), :, :, nzTpIcepk0o8('\060' + '\x6f' + chr(49), 8)] = -r3LBXuk8YXJl
ItEfd3wk0cKu[nzTpIcepk0o8(chr(1769 - 1721) + chr(0b1101111) + chr(2277 - 2229), 8), :, :, nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062', 8)] = -r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + '\157' + '\061', 8), :, :, nzTpIcepk0o8(chr(0b101 + 0o53) + chr(111) + chr(134 - 86), 8)] = J89Y4kGNG2Bs
else:
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\060' + chr(0b1101111) + '\062', 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062', 8), nzTpIcepk0o8('\060' + '\157' + chr(50), 8), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + '\x34', 8)))
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(939 - 828) + chr(0b110000), 8), :, :, nzTpIcepk0o8('\060' + chr(2666 - 2555) + '\x30', 8)] = nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1011 + 0o144) + chr(50), 8) * J89Y4kGNG2Bs - r3LBXuk8YXJl - r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(0b1101111) + '\060', 8), :, :, nzTpIcepk0o8(chr(0b110000) + chr(4180 - 4069) + chr(0b100011 + 0o16), 8)] = -r3LBXuk8YXJl
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(111) + '\060', 8), :, :, nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b11010 + 0o125) + chr(50), 8)] = -r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8(chr(361 - 313) + chr(0b1001011 + 0o44) + '\x30', 8), :, :, nzTpIcepk0o8('\x30' + chr(0b10001 + 0o136) + chr(0b10110 + 0o35), 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + chr(9410 - 9299) + chr(0b101011 + 0o6), 8), :, :, nzTpIcepk0o8('\x30' + chr(2674 - 2563) + '\x30', 8)] = J89Y4kGNG2Bs
elif LpU5RQpmJtzj is C3KFAs71dyhg[B6UAF1zReOyJ]:
if B6UAF1zReOyJ is hOjrMKpaybfC - nzTpIcepk0o8(chr(419 - 371) + '\157' + '\061', 8):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\060' + '\x6f' + chr(1584 - 1533), 8), nzTpIcepk0o8('\x30' + chr(11107 - 10996) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + chr(0b110010), 8), nzTpIcepk0o8('\x30' + '\157' + chr(49), 8)))
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(2340 - 2229) + chr(48), 8), :, :, nzTpIcepk0o8('\x30' + '\157' + chr(0b11000 + 0o30), 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8(chr(1945 - 1897) + chr(111) + '\x31', 8), :, :, nzTpIcepk0o8(chr(48) + chr(5018 - 4907) + chr(0b110000), 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8(chr(1255 - 1207) + '\157' + chr(0b10010 + 0o40), 8), :, :, nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + '\x30', 8)] = r3LBXuk8YXJl
else:
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\x30' + '\x6f' + '\x34', 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32', 8), nzTpIcepk0o8('\060' + chr(111) + chr(50), 8), nzTpIcepk0o8('\x30' + '\x6f' + '\x32', 8)))
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(0b100011 + 0o114) + '\x33', 8), :, :, nzTpIcepk0o8(chr(1347 - 1299) + chr(0b1101111) + chr(2213 - 2165), 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8(chr(48) + chr(1538 - 1427) + chr(0b110000), 8), :, :, nzTpIcepk0o8('\060' + chr(9363 - 9252) + chr(49), 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001), 8), :, :, nzTpIcepk0o8('\060' + chr(0b1010100 + 0o33) + chr(0b1 + 0o60), 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(0b1001001 + 0o46) + chr(50), 8), :, :, nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8)] = r3LBXuk8YXJl
elif B6UAF1zReOyJ is hOjrMKpaybfC - nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(111) + chr(2169 - 2120), 8):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011), 8), nzTpIcepk0o8(chr(0b110000) + chr(3514 - 3403) + chr(50), 8), nzTpIcepk0o8('\x30' + chr(0b1100010 + 0o15) + '\062', 8), nzTpIcepk0o8(chr(1016 - 968) + '\x6f' + '\063', 8)))
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(48), 8), :, :, nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1234 - 1186), 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1101111) + chr(49), 8), :, :, nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1101111) + '\x31', 8)] = r3LBXuk8YXJl
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b101111 + 0o1) + '\157' + chr(0b110010), 8), :, :, nzTpIcepk0o8(chr(48) + chr(111) + chr(1633 - 1583), 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49), 8), :, :, nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(4991 - 4880) + '\060', 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(3803 - 3692) + chr(164 - 114), 8), :, :, nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1100011 + 0o14) + '\060', 8)] = r3LBXuk8YXJl
else:
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(0b110000) + chr(7807 - 7696) + chr(0b100111 + 0o15), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b1111 + 0o43), 8), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(9099 - 8988) + chr(52), 8)))
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\060', 8), :, :, nzTpIcepk0o8('\x30' + chr(3577 - 3466) + chr(48), 8)] = J89Y4kGNG2Bs
ItEfd3wk0cKu[nzTpIcepk0o8(chr(591 - 543) + '\157' + chr(763 - 714), 8), :, :, nzTpIcepk0o8('\x30' + chr(4772 - 4661) + chr(0b100100 + 0o15), 8)] = r3LBXuk8YXJl
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + '\x32', 8), :, :, nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32', 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(679 - 630), 8), :, :, nzTpIcepk0o8('\060' + '\157' + chr(0b100001 + 0o17), 8)] = r3LBXuk8YXJl.hq6XE4_Nhd6R
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2127 - 2077), 8), :, :, nzTpIcepk0o8('\x30' + '\157' + chr(465 - 417), 8)] = r3LBXuk8YXJl
ItEfd3wk0cKu[nzTpIcepk0o8('\x30' + chr(111) + chr(145 - 94), 8), :, :, nzTpIcepk0o8(chr(48) + chr(7707 - 7596) + '\x33', 8)] = J89Y4kGNG2Bs
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b'\xb9NlOS\xd5\xbd\xb5+\xf6\xa3\xc4'), '\x64' + chr(9570 - 9469) + chr(2876 - 2777) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(10003 - 9901) + chr(0b10 + 0o53) + chr(0b111000)))(ItEfd3wk0cKu)
return roI3spqORKae(WaKzx4ufhHGb.matrix, roI3spqORKae(ES5oEprVxulp(b'\x97hP\x16t\xde\x93\xa95'), '\144' + chr(101) + chr(99) + chr(0b110111 + 0o70) + chr(0b11010 + 0o112) + chr(7875 - 7774))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(1768 - 1723) + chr(0b111000)))(NYr8NJTXQItJ) |
oseledets/ttpy | tt/core/tools.py | xfun | def xfun(n, d=None):
""" Create a QTT-representation of 0:prod(n) _vector
call examples:
tt.xfun(2, 5) # create 2 x 2 x 2 x 2 x 2 TT-vector
tt.xfun(3) # create [0, 1, 2] one-dimensional TT-vector
tt.xfun([3, 5, 7], 2) # create 3 x 5 x 7 x 3 x 5 x 7 TT-vector
"""
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
if d == 1:
return _vector.vector.from_list(
[_np.reshape(_np.arange(n0[0]), (1, n0[0], 1))])
cr = []
cur_core = _np.ones((1, n0[0], 2))
cur_core[0, :, 0] = _np.arange(n0[0])
cr.append(cur_core)
ni = float(n0[0])
for i in xrange(1, d - 1):
cur_core = _np.zeros((2, n0[i], 2))
for j in xrange(n0[i]):
cur_core[:, j, :] = _np.eye(2)
cur_core[1, :, 0] = ni * _np.arange(n0[i])
ni *= n0[i]
cr.append(cur_core)
cur_core = _np.ones((2, n0[d - 1], 1))
cur_core[1, :, 0] = ni * _np.arange(n0[d - 1])
cr.append(cur_core)
return _vector.vector.from_list(cr) | python | def xfun(n, d=None):
""" Create a QTT-representation of 0:prod(n) _vector
call examples:
tt.xfun(2, 5) # create 2 x 2 x 2 x 2 x 2 TT-vector
tt.xfun(3) # create [0, 1, 2] one-dimensional TT-vector
tt.xfun([3, 5, 7], 2) # create 3 x 5 x 7 x 3 x 5 x 7 TT-vector
"""
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
if d == 1:
return _vector.vector.from_list(
[_np.reshape(_np.arange(n0[0]), (1, n0[0], 1))])
cr = []
cur_core = _np.ones((1, n0[0], 2))
cur_core[0, :, 0] = _np.arange(n0[0])
cr.append(cur_core)
ni = float(n0[0])
for i in xrange(1, d - 1):
cur_core = _np.zeros((2, n0[i], 2))
for j in xrange(n0[i]):
cur_core[:, j, :] = _np.eye(2)
cur_core[1, :, 0] = ni * _np.arange(n0[i])
ni *= n0[i]
cr.append(cur_core)
cur_core = _np.ones((2, n0[d - 1], 1))
cur_core[1, :, 0] = ni * _np.arange(n0[d - 1])
cr.append(cur_core)
return _vector.vector.from_list(cr) | [
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"... | Create a QTT-representation of 0:prod(n) _vector
call examples:
tt.xfun(2, 5) # create 2 x 2 x 2 x 2 x 2 TT-vector
tt.xfun(3) # create [0, 1, 2] one-dimensional TT-vector
tt.xfun([3, 5, 7], 2) # create 3 x 5 x 7 x 3 x 5 x 7 TT-vector | [
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"t... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L612-L644 | train | Create a QTT - representation of 0 n - > prod | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(6190 - 6079) + chr(0b100011 + 0o20) + '\063' + chr(54), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11 + 0o60) + chr(2342 - 2291) + '\066', 8), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(0b1010111 + 0o30) + '\x33' + chr(0b10110 + 0o41) + chr(52), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(111) + '\061' + chr(54) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + '\x36' + '\x37', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(454 - 403) + chr(0b110101) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(51) + '\x31', 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(9607 - 9496) + '\062' + '\061' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(355 - 244) + chr(0b110001) + chr(0b10001 + 0o44), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b101001 + 0o106) + '\063' + '\x34' + chr(0b110010), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001) + chr(53) + chr(2110 - 2056), 29359 - 29351), nzTpIcepk0o8('\x30' + chr(1894 - 1783) + '\x31' + chr(479 - 427) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(308 - 258) + '\x31' + chr(51), 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(3101 - 2990) + chr(50) + '\x34' + '\064', 49481 - 49473), nzTpIcepk0o8('\x30' + '\x6f' + chr(1893 - 1844) + chr(0b110011) + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(1431 - 1320) + chr(0b110001) + '\x35' + '\x30', 31883 - 31875), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + '\063' + chr(49), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(52) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(48) + chr(7035 - 6924) + chr(0b1101 + 0o43), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(55), 18598 - 18590), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(276 - 165) + chr(518 - 469) + chr(54), 24829 - 24821), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b100001 + 0o20) + chr(2365 - 2316) + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(2711 - 2600) + chr(50) + chr(51), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + chr(0b110111) + chr(49), 58912 - 58904), nzTpIcepk0o8('\060' + chr(0b101000 + 0o107) + chr(2071 - 2021) + '\061' + chr(687 - 632), 3118 - 3110), nzTpIcepk0o8(chr(921 - 873) + chr(111) + chr(701 - 650) + chr(1645 - 1596) + '\063', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(11558 - 11447) + '\062' + '\064', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110101) + chr(0b110010 + 0o5), 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + '\x31' + chr(2322 - 2267) + chr(1076 - 1023), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1001000 + 0o47) + '\x35' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + chr(0b10001 + 0o37) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110110) + chr(570 - 518), ord("\x08")), nzTpIcepk0o8(chr(1365 - 1317) + chr(111) + chr(0b110000 + 0o1) + '\066' + '\066', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10011 + 0o40) + '\065' + chr(49), 9273 - 9265), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + '\060' + chr(0b101011 + 0o7), 0b1000), nzTpIcepk0o8(chr(1667 - 1619) + chr(5116 - 5005) + chr(0b110001) + chr(0b110101) + chr(644 - 593), 0b1000), nzTpIcepk0o8('\x30' + chr(2193 - 2082) + chr(125 - 76) + chr(52) + '\x33', 8), nzTpIcepk0o8(chr(1241 - 1193) + chr(11138 - 11027) + '\061' + chr(2281 - 2232) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(2260 - 2208) + chr(1261 - 1211), 39470 - 39462), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(111) + chr(0b11101 + 0o24) + '\x37', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(5780 - 5669) + chr(953 - 900) + chr(0b101101 + 0o3), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xf0'), '\x64' + chr(101) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(0b1100110 + 0o16) + '\x66' + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def x1afS83zRPW5(NoZxuO7wjArS, vPPlOXQgR3SM=None):
if suIjIS24Zkqw(NoZxuO7wjArS, roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xb7\xb0\x88\x14\x10\x8f\xab\xd7y\x9b\x1e\x06\xf8'), '\x64' + chr(0b10111 + 0o116) + chr(99) + chr(111) + chr(4520 - 4420) + chr(641 - 540))('\x75' + chr(0b1011110 + 0o26) + chr(102) + chr(0b101101) + chr(0b111000)))):
NoZxuO7wjArS = [NoZxuO7wjArS]
if vPPlOXQgR3SM is None:
qhRNQ2mDs6eG = uooDotmTYEgP.asanyarray(NoZxuO7wjArS, dtype=uooDotmTYEgP.int32)
else:
qhRNQ2mDs6eG = uooDotmTYEgP.Tn6rGr7XTM7t(NoZxuO7wjArS * vPPlOXQgR3SM, dtype=uooDotmTYEgP.int32)
vPPlOXQgR3SM = qhRNQ2mDs6eG.e1HrJaQHACnl
if vPPlOXQgR3SM == nzTpIcepk0o8('\x30' + '\157' + chr(0b110000 + 0o1), 54085 - 54077):
return roI3spqORKae(M1V0lW0896rn.vector, roI3spqORKae(ES5oEprVxulp(b'\xb8\xac\x93\x1c(\x86\xb0\xfby'), '\x64' + chr(0b110001 + 0o64) + chr(99) + chr(10366 - 10255) + chr(0b10100 + 0o120) + chr(0b111110 + 0o47))(chr(0b1110101) + chr(10388 - 10272) + chr(102) + chr(0b101101) + chr(1413 - 1357)))([roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\xac\xbb\x8f\x19\x16\x9a\xbc'), '\x64' + chr(0b1100101) + chr(99) + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(11892 - 11776) + '\146' + '\055' + chr(1132 - 1076)))(roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\xbd\xb6\x918(\xad\x94\xddR\x91+\n'), chr(0b1100100) + chr(101) + chr(3933 - 3834) + '\x6f' + chr(0b1000110 + 0o36) + '\145')(chr(7287 - 7170) + '\x74' + chr(102) + chr(45) + chr(56)))(qhRNQ2mDs6eG[nzTpIcepk0o8(chr(419 - 371) + chr(0b1101111) + chr(0b101000 + 0o10), 8)]), (nzTpIcepk0o8('\060' + chr(3032 - 2921) + '\061', 8), qhRNQ2mDs6eG[nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110000), 8)], nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8)))])
NYr8NJTXQItJ = []
ItEfd3wk0cKu = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(2025 - 1977) + chr(1355 - 1244) + chr(0b110001), 8), qhRNQ2mDs6eG[nzTpIcepk0o8(chr(0b110000) + chr(0b10011 + 0o134) + chr(48), 8)], nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32', ord("\x08"))))
ItEfd3wk0cKu[nzTpIcepk0o8(chr(1967 - 1919) + chr(10659 - 10548) + chr(48), 8), :, nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11010 + 0o26), 8)] = uooDotmTYEgP.chmI_GMU_sEi(qhRNQ2mDs6eG[nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(48), 8)])
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b'\x96\x8a\xafE\x0f\x8d\x9e\xe7g\x8d;V'), chr(100) + chr(0b101 + 0o140) + '\143' + '\157' + '\144' + chr(101))(chr(0b1110101) + '\164' + chr(0b111011 + 0o53) + '\055' + chr(56)))(ItEfd3wk0cKu)
BSfxb5UHNqsT = jLW6pRf2DSRk(qhRNQ2mDs6eG[nzTpIcepk0o8(chr(1956 - 1908) + chr(7485 - 7374) + chr(48), 8)])
for ZlbFMSG8gCoF in zBiXJ6gPq38D(nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b1101111) + chr(49), 8), vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + chr(0b1100110 + 0o11) + chr(0b110001), 8)):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(0b111 + 0o51) + chr(0b1101111) + '\x32', 8), qhRNQ2mDs6eG[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(9329 - 9218) + '\x32', 8)))
for sChW4gUsXrIC in zBiXJ6gPq38D(qhRNQ2mDs6eG[ZlbFMSG8gCoF]):
ItEfd3wk0cKu[:, sChW4gUsXrIC, :] = uooDotmTYEgP.sWQ4p7UMdVY3(nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + chr(0b100000 + 0o22), 8))
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49), 8), :, nzTpIcepk0o8(chr(0b110000 + 0o0) + '\x6f' + chr(0b101000 + 0o10), 8)] = BSfxb5UHNqsT * uooDotmTYEgP.chmI_GMU_sEi(qhRNQ2mDs6eG[ZlbFMSG8gCoF])
BSfxb5UHNqsT *= qhRNQ2mDs6eG[ZlbFMSG8gCoF]
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b'\x96\x8a\xafE\x0f\x8d\x9e\xe7g\x8d;V'), chr(9194 - 9094) + chr(0b1100101) + chr(0b1100011) + chr(11806 - 11695) + chr(244 - 144) + chr(0b1100101))(chr(0b1101000 + 0o15) + chr(116) + '\x66' + chr(45) + chr(56)))(ItEfd3wk0cKu)
ItEfd3wk0cKu = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(975 - 927) + chr(5408 - 5297) + chr(50), 8), qhRNQ2mDs6eG[vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + chr(11562 - 11451) + chr(230 - 181), 8)], nzTpIcepk0o8('\x30' + chr(0b1011111 + 0o20) + chr(0b110001), 8)))
ItEfd3wk0cKu[nzTpIcepk0o8('\060' + chr(0b1101010 + 0o5) + chr(0b110001), 8), :, nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + chr(48), 8)] = BSfxb5UHNqsT * uooDotmTYEgP.chmI_GMU_sEi(qhRNQ2mDs6eG[vPPlOXQgR3SM - nzTpIcepk0o8('\x30' + chr(111) + chr(2003 - 1954), 8)])
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b'\x96\x8a\xafE\x0f\x8d\x9e\xe7g\x8d;V'), chr(0b1100100 + 0o0) + chr(6456 - 6355) + chr(0b100011 + 0o100) + '\157' + chr(1534 - 1434) + chr(4873 - 4772))('\x75' + chr(0b1110100) + chr(493 - 391) + chr(0b101101) + chr(56)))(ItEfd3wk0cKu)
return roI3spqORKae(M1V0lW0896rn.vector, roI3spqORKae(ES5oEprVxulp(b'\xb8\xac\x93\x1c(\x86\xb0\xfby'), '\144' + chr(0b110011 + 0o62) + '\143' + chr(8939 - 8828) + '\x64' + chr(101))('\x75' + chr(116) + chr(1967 - 1865) + '\x2d' + chr(56)))(NYr8NJTXQItJ) |
oseledets/ttpy | tt/core/tools.py | linspace | def linspace(n, d=None, a=0.0, b=1.0, right=True, left=True):
""" Create a QTT-representation of a uniform grid on an interval [a, b] """
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
t = xfun(n0)
e = ones(n0)
N = _np.prod(n0) # Size
if left and right:
h = (b - a) * 1.0 / (N - 1)
res = a * e + t * h
elif left and not right:
h = (b - a) * 1.0 / N
res = a * e + t * h
elif right and not left:
h = (b - a) * 1.0 / N
res = a * e + (t + e) * h
else:
h = (b - a) * 1.0 / (N - 1)
res = a * e + (t + e) * h
return res.round(1e-13) | python | def linspace(n, d=None, a=0.0, b=1.0, right=True, left=True):
""" Create a QTT-representation of a uniform grid on an interval [a, b] """
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
t = xfun(n0)
e = ones(n0)
N = _np.prod(n0) # Size
if left and right:
h = (b - a) * 1.0 / (N - 1)
res = a * e + t * h
elif left and not right:
h = (b - a) * 1.0 / N
res = a * e + t * h
elif right and not left:
h = (b - a) * 1.0 / N
res = a * e + (t + e) * h
else:
h = (b - a) * 1.0 / (N - 1)
res = a * e + (t + e) * h
return res.round(1e-13) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L647-L671 | train | Create a QTT - representation of a uniform grid on an interval [ a b ) | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\157' + chr(0b1100 + 0o46) + '\x31' + '\x34', 51351 - 51343), nzTpIcepk0o8('\x30' + chr(0b110010 + 0o75) + chr(1811 - 1762) + chr(0b1101 + 0o43), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1300 - 1249) + '\063' + chr(0b100 + 0o62), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + '\064' + chr(183 - 131), 51620 - 51612), nzTpIcepk0o8(chr(0b110000) + chr(7421 - 7310) + chr(2878 - 2823) + '\x36', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\x35' + '\x31', 61966 - 61958), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + chr(281 - 230) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8500 - 8389) + chr(51) + '\x37', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(132 - 78) + '\063', 21344 - 21336), nzTpIcepk0o8(chr(0b110000) + chr(0b101100 + 0o103) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b110010) + '\x31' + chr(2213 - 2165), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b10111 + 0o130) + '\061' + '\066' + '\061', 35786 - 35778), nzTpIcepk0o8(chr(0b110000) + chr(0b1100010 + 0o15) + '\062' + chr(49) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(55) + chr(1235 - 1186), 0b1000), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + '\x32' + '\061' + chr(1906 - 1857), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(54) + chr(0b100111 + 0o12), 0b1000), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(111) + chr(50) + chr(0b1000 + 0o54) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(719 - 667) + chr(943 - 895), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + '\x32' + chr(0b110010), 42864 - 42856), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + '\x37' + chr(48), 0b1000), nzTpIcepk0o8(chr(48) + chr(5870 - 5759) + '\063' + chr(0b110100) + '\066', 55082 - 55074), nzTpIcepk0o8(chr(48) + chr(0b11111 + 0o120) + chr(51) + chr(0b110101) + '\065', 15930 - 15922), nzTpIcepk0o8(chr(48) + '\157' + chr(2047 - 1998) + chr(0b110010) + '\063', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1100111 + 0o10) + chr(0b110011) + '\x37' + chr(55), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(1131 - 1081) + chr(682 - 630), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(0b110111) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101101 + 0o6) + chr(54) + chr(0b101100 + 0o4), 23411 - 23403), nzTpIcepk0o8(chr(1563 - 1515) + '\x6f' + chr(50) + chr(0b0 + 0o63) + chr(0b11011 + 0o32), 0b1000), nzTpIcepk0o8(chr(1189 - 1141) + chr(111) + chr(911 - 862) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(51) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b110010) + '\061', 49172 - 49164), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + chr(0b110000) + chr(0b1110 + 0o42), 26624 - 26616), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + '\x33' + chr(55) + chr(0b10001 + 0o46), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(1459 - 1408) + chr(2256 - 2207) + chr(54), 144 - 136), nzTpIcepk0o8(chr(1886 - 1838) + chr(0b1101111) + chr(51) + chr(0b101110 + 0o2) + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x37' + chr(49), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100101 + 0o12) + chr(743 - 694) + '\063' + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1511 - 1457) + chr(1474 - 1423), 51934 - 51926), nzTpIcepk0o8(chr(0b110000) + chr(6628 - 6517) + chr(50) + chr(55), 1071 - 1063), nzTpIcepk0o8('\x30' + '\157' + chr(266 - 216) + chr(68 - 17) + chr(117 - 68), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1393 - 1345) + '\x6f' + chr(2325 - 2272) + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xa2'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b111110 + 0o67) + '\164' + chr(0b11110 + 0o110) + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def G2CdtdchVPQE(NoZxuO7wjArS, vPPlOXQgR3SM=None, AQ9ceR9AaoT1=0.0, xFDEVQn5qSdh=1.0, HDutv6NlG_yf=nzTpIcepk0o8('\x30' + '\x6f' + '\x31', 0b1000), ZJRgJr1hTjIz=nzTpIcepk0o8(chr(48) + chr(3879 - 3768) + chr(49), 8)):
if suIjIS24Zkqw(NoZxuO7wjArS, roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xe5f\xaa\xc1YL)@\x87\x7f\xf8\x14\xfd'), chr(100) + '\x65' + '\143' + chr(3893 - 3782) + chr(100) + chr(0b1100101))(chr(0b1010011 + 0o42) + '\x74' + chr(8112 - 8010) + chr(0b101100 + 0o1) + '\x38'))):
NoZxuO7wjArS = [NoZxuO7wjArS]
if vPPlOXQgR3SM is None:
qhRNQ2mDs6eG = uooDotmTYEgP.asanyarray(NoZxuO7wjArS, dtype=uooDotmTYEgP.int32)
else:
qhRNQ2mDs6eG = uooDotmTYEgP.Tn6rGr7XTM7t(NoZxuO7wjArS * vPPlOXQgR3SM, dtype=uooDotmTYEgP.int32)
vPPlOXQgR3SM = qhRNQ2mDs6eG.e1HrJaQHACnl
h3Vc_4wxEbgd = x1afS83zRPW5(qhRNQ2mDs6eG)
wgf0sgcu_xPL = rYPkZ8_2D0X1(qhRNQ2mDs6eG)
UtB2m8Xmgf5k = uooDotmTYEgP.prod(qhRNQ2mDs6eG)
if ZJRgJr1hTjIz and HDutv6NlG_yf:
_9ve2uheHd6a = (xFDEVQn5qSdh - AQ9ceR9AaoT1) * 1.0 / (UtB2m8Xmgf5k - nzTpIcepk0o8(chr(907 - 859) + '\x6f' + chr(0b1101 + 0o44), 8))
_XdQFJpnzJor = AQ9ceR9AaoT1 * wgf0sgcu_xPL + h3Vc_4wxEbgd * _9ve2uheHd6a
elif ZJRgJr1hTjIz and (not HDutv6NlG_yf):
_9ve2uheHd6a = (xFDEVQn5qSdh - AQ9ceR9AaoT1) * 1.0 / UtB2m8Xmgf5k
_XdQFJpnzJor = AQ9ceR9AaoT1 * wgf0sgcu_xPL + h3Vc_4wxEbgd * _9ve2uheHd6a
elif HDutv6NlG_yf and (not ZJRgJr1hTjIz):
_9ve2uheHd6a = (xFDEVQn5qSdh - AQ9ceR9AaoT1) * 1.0 / UtB2m8Xmgf5k
_XdQFJpnzJor = AQ9ceR9AaoT1 * wgf0sgcu_xPL + (h3Vc_4wxEbgd + wgf0sgcu_xPL) * _9ve2uheHd6a
else:
_9ve2uheHd6a = (xFDEVQn5qSdh - AQ9ceR9AaoT1) * 1.0 / (UtB2m8Xmgf5k - nzTpIcepk0o8(chr(48) + chr(111) + chr(49), 8))
_XdQFJpnzJor = AQ9ceR9AaoT1 * wgf0sgcu_xPL + (h3Vc_4wxEbgd + wgf0sgcu_xPL) * _9ve2uheHd6a
return roI3spqORKae(_XdQFJpnzJor, roI3spqORKae(ES5oEprVxulp(b'\xfeg\xab\xcaZ'), '\144' + '\145' + chr(821 - 722) + chr(0b11010 + 0o125) + chr(0b111110 + 0o46) + chr(101))('\165' + chr(0b1010011 + 0o41) + chr(0b10001 + 0o125) + '\x2d' + chr(2510 - 2454)))(1e-13) |
oseledets/ttpy | tt/core/tools.py | sin | def sin(d, alpha=1.0, phase=0.0):
""" Create TT-vector for :math:`\\sin(\\alpha n + \\varphi)`."""
cr = []
cur_core = _np.zeros([1, 2, 2], dtype=_np.float)
cur_core[0, 0, :] = [_math.cos(phase), _math.sin(phase)]
cur_core[0, 1, :] = [_math.cos(alpha + phase), _math.sin(alpha + phase)]
cr.append(cur_core)
for i in xrange(1, d - 1):
cur_core = _np.zeros([2, 2, 2], dtype=_np.float)
cur_core[0, 0, :] = [1.0, 0.0]
cur_core[1, 0, :] = [0.0, 1.0]
cur_core[
0,
1,
:] = [
_math.cos(
alpha *
2 ** i),
_math.sin(
alpha *
2 ** i)]
cur_core[1,
1,
:] = [-_math.sin(alpha * 2 ** i),
_math.cos(alpha * 2 ** i)]
cr.append(cur_core)
cur_core = _np.zeros([2, 2, 1], dtype=_np.float)
cur_core[0, :, 0] = [0.0, _math.sin(alpha * 2 ** (d - 1))]
cur_core[1, :, 0] = [1.0, _math.cos(alpha * 2 ** (d - 1))]
cr.append(cur_core)
return _vector.vector.from_list(cr) | python | def sin(d, alpha=1.0, phase=0.0):
""" Create TT-vector for :math:`\\sin(\\alpha n + \\varphi)`."""
cr = []
cur_core = _np.zeros([1, 2, 2], dtype=_np.float)
cur_core[0, 0, :] = [_math.cos(phase), _math.sin(phase)]
cur_core[0, 1, :] = [_math.cos(alpha + phase), _math.sin(alpha + phase)]
cr.append(cur_core)
for i in xrange(1, d - 1):
cur_core = _np.zeros([2, 2, 2], dtype=_np.float)
cur_core[0, 0, :] = [1.0, 0.0]
cur_core[1, 0, :] = [0.0, 1.0]
cur_core[
0,
1,
:] = [
_math.cos(
alpha *
2 ** i),
_math.sin(
alpha *
2 ** i)]
cur_core[1,
1,
:] = [-_math.sin(alpha * 2 ** i),
_math.cos(alpha * 2 ** i)]
cr.append(cur_core)
cur_core = _np.zeros([2, 2, 1], dtype=_np.float)
cur_core[0, :, 0] = [0.0, _math.sin(alpha * 2 ** (d - 1))]
cur_core[1, :, 0] = [1.0, _math.cos(alpha * 2 ** (d - 1))]
cr.append(cur_core)
return _vector.vector.from_list(cr) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L674-L704 | train | Create TT - vector for the sin function. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b101101 + 0o3) + chr(0b101011 + 0o7), 0o10), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + '\x32' + chr(0b110011) + chr(0b1 + 0o64), 28951 - 28943), nzTpIcepk0o8('\x30' + chr(11968 - 11857) + chr(0b11000 + 0o33) + chr(0b1100 + 0o53) + chr(776 - 723), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(0b101011 + 0o13), 0o10), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110001) + chr(0b110001) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\x6f' + chr(50) + chr(0b110110) + '\066', ord("\x08")), nzTpIcepk0o8(chr(2085 - 2037) + '\157' + chr(662 - 613) + chr(0b110100) + '\064', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + '\062' + chr(50), 32208 - 32200), nzTpIcepk0o8(chr(196 - 148) + chr(111) + chr(0b110001) + chr(0b110001) + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(965 - 915) + chr(0b11100 + 0o24), 0o10), nzTpIcepk0o8(chr(2039 - 1991) + '\x6f' + chr(0b110011) + chr(763 - 708), 19793 - 19785), nzTpIcepk0o8(chr(48) + '\157' + '\062' + '\067' + chr(0b11001 + 0o33), 0o10), nzTpIcepk0o8(chr(2248 - 2200) + '\157' + chr(49) + chr(0b110100 + 0o3) + '\066', 28467 - 28459), nzTpIcepk0o8(chr(1911 - 1863) + '\x6f' + '\064' + chr(0b101111 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(9016 - 8905) + chr(51) + '\066' + chr(1193 - 1142), 0o10), nzTpIcepk0o8(chr(832 - 784) + chr(8122 - 8011) + '\061' + chr(50) + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + chr(0b110000) + '\x35', 0b1000), nzTpIcepk0o8(chr(1426 - 1378) + chr(0b100011 + 0o114) + chr(0b1010 + 0o51) + chr(1397 - 1346) + chr(817 - 764), 0o10), nzTpIcepk0o8('\x30' + chr(0b1001100 + 0o43) + chr(50) + chr(0b100111 + 0o20) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(54) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b100110 + 0o12) + '\063', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101 + 0o55) + chr(0b110100) + '\065', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\066' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + chr(1197 - 1146) + chr(0b111 + 0o52), 59418 - 59410), nzTpIcepk0o8(chr(1443 - 1395) + '\157' + chr(971 - 921) + chr(0b110001) + chr(0b100011 + 0o15), 65357 - 65349), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b11111 + 0o25) + chr(1580 - 1528), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + '\064' + chr(2427 - 2377), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(893 - 842) + '\066' + chr(1612 - 1562), 6087 - 6079), nzTpIcepk0o8('\x30' + chr(0b100 + 0o153) + chr(513 - 462) + chr(48) + chr(0b101010 + 0o14), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(2674 - 2621) + chr(1594 - 1541), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010 + 0o1) + chr(51) + chr(0b10111 + 0o34), 0o10), nzTpIcepk0o8(chr(2041 - 1993) + chr(2274 - 2163) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b0 + 0o62) + chr(0b110010 + 0o2) + '\065', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + '\062' + chr(0b11 + 0o60), 0o10), nzTpIcepk0o8(chr(0b10011 + 0o35) + '\x6f' + '\063' + '\065' + chr(0b101111 + 0o5), 0o10), nzTpIcepk0o8(chr(2153 - 2105) + chr(111) + chr(50) + chr(699 - 646) + chr(1247 - 1198), 0o10), nzTpIcepk0o8('\x30' + chr(12253 - 12142) + chr(0b110011) + '\063' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(10960 - 10849) + chr(0b110010) + chr(0b110101) + '\x34', 0o10), nzTpIcepk0o8(chr(2192 - 2144) + '\157' + '\x33' + chr(0b110111) + chr(1892 - 1839), 8), nzTpIcepk0o8(chr(0b110000) + chr(9364 - 9253) + chr(0b110001) + chr(1865 - 1816) + '\x35', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\x6f' + chr(0b101000 + 0o15) + '\060', 40162 - 40154)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xac'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b10000 + 0o124) + '\145')('\x75' + chr(116) + '\x66' + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def TMleLVztqSLZ(vPPlOXQgR3SM, t3TBppk7s7__=1.0, Ixuu1eqzeYB2=0.0):
NYr8NJTXQItJ = []
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q([nzTpIcepk0o8(chr(0b110000) + chr(0b0 + 0o157) + chr(0b110001), 8), nzTpIcepk0o8(chr(100 - 52) + chr(0b1101111) + chr(759 - 709), 8174 - 8166), nzTpIcepk0o8('\060' + chr(6694 - 6583) + chr(2422 - 2372), 8)], dtype=uooDotmTYEgP.float)
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(11123 - 11012) + chr(0b11001 + 0o27), 8), :] = [VWvDLJ9AyISP.mLriLohwQ9NU(Ixuu1eqzeYB2), VWvDLJ9AyISP.TMleLVztqSLZ(Ixuu1eqzeYB2)]
ItEfd3wk0cKu[nzTpIcepk0o8(chr(870 - 822) + chr(216 - 105) + '\060', 8), nzTpIcepk0o8(chr(262 - 214) + '\x6f' + chr(0b11110 + 0o23), 8), :] = [VWvDLJ9AyISP.mLriLohwQ9NU(t3TBppk7s7__ + Ixuu1eqzeYB2), VWvDLJ9AyISP.TMleLVztqSLZ(t3TBppk7s7__ + Ixuu1eqzeYB2)]
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b"\xca\xc9\xae:2\xd1#='\xffJ\x89"), '\x64' + chr(3059 - 2958) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b10010 + 0o123))('\x75' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(2758 - 2702)))(ItEfd3wk0cKu)
for ZlbFMSG8gCoF in zBiXJ6gPq38D(nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1000111 + 0o50) + chr(0b101110 + 0o3), 8), vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + chr(0b1111 + 0o140) + chr(49), 8)):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q([nzTpIcepk0o8(chr(48) + chr(0b111111 + 0o60) + chr(50), 8), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000) + chr(5539 - 5428) + chr(0b10100 + 0o36), 8)], dtype=uooDotmTYEgP.float)
ItEfd3wk0cKu[nzTpIcepk0o8('\x30' + '\157' + '\060', 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\060', 8), :] = [1.0, 0.0]
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + chr(0b1010 + 0o145) + chr(0b10110 + 0o33), 8), nzTpIcepk0o8(chr(48) + chr(0b11 + 0o154) + chr(0b1110 + 0o42), 8), :] = [0.0, 1.0]
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + chr(0b1100 + 0o44), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8), :] = [VWvDLJ9AyISP.mLriLohwQ9NU(t3TBppk7s7__ * nzTpIcepk0o8('\060' + chr(111) + chr(1363 - 1313), 8) ** ZlbFMSG8gCoF), VWvDLJ9AyISP.TMleLVztqSLZ(t3TBppk7s7__ * nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1366 - 1316), 8) ** ZlbFMSG8gCoF)]
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + chr(0b111000 + 0o67) + '\x31', 8), nzTpIcepk0o8(chr(48) + chr(171 - 60) + chr(0b111 + 0o52), 8), :] = [-VWvDLJ9AyISP.TMleLVztqSLZ(t3TBppk7s7__ * nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(111) + chr(0b100111 + 0o13), 8) ** ZlbFMSG8gCoF), VWvDLJ9AyISP.mLriLohwQ9NU(t3TBppk7s7__ * nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + '\x32', 8) ** ZlbFMSG8gCoF)]
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b"\xca\xc9\xae:2\xd1#='\xffJ\x89"), '\x64' + chr(0b1100101) + '\143' + '\157' + '\144' + chr(0b1100101))(chr(0b10101 + 0o140) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'))(ItEfd3wk0cKu)
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q([nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1015 - 965), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11 + 0o57), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8)], dtype=uooDotmTYEgP.float)
ItEfd3wk0cKu[nzTpIcepk0o8(chr(296 - 248) + chr(2648 - 2537) + chr(48), 8), :, nzTpIcepk0o8(chr(691 - 643) + chr(111) + chr(0b110000), 8)] = [0.0, VWvDLJ9AyISP.TMleLVztqSLZ(t3TBppk7s7__ * nzTpIcepk0o8(chr(48) + chr(0b1011010 + 0o25) + '\x32', 8) ** (vPPlOXQgR3SM - nzTpIcepk0o8(chr(465 - 417) + chr(7132 - 7021) + chr(49), 8)))]
ItEfd3wk0cKu[nzTpIcepk0o8('\x30' + chr(0b1101011 + 0o4) + chr(0b110001), 8), :, nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110000), 8)] = [1.0, VWvDLJ9AyISP.mLriLohwQ9NU(t3TBppk7s7__ * nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32', 8) ** (vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(111) + chr(49), 8)))]
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b"\xca\xc9\xae:2\xd1#='\xffJ\x89"), chr(100) + chr(0b111001 + 0o54) + chr(99) + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(7041 - 6925) + '\x66' + '\x2d' + '\070'))(ItEfd3wk0cKu)
return roI3spqORKae(M1V0lW0896rn.vector, roI3spqORKae(ES5oEprVxulp(b'\xe4\xef\x92c\x15\xda\r!9'), chr(0b1010111 + 0o15) + chr(101) + chr(99) + chr(111) + '\x64' + chr(5838 - 5737))('\165' + '\164' + chr(102) + chr(1205 - 1160) + '\070'))(NYr8NJTXQItJ) |
oseledets/ttpy | tt/core/tools.py | cos | def cos(d, alpha=1.0, phase=0.0):
""" Create TT-vector for :math:`\\cos(\\alpha n + \\varphi)`."""
return sin(d, alpha, phase + _math.pi * 0.5) | python | def cos(d, alpha=1.0, phase=0.0):
""" Create TT-vector for :math:`\\cos(\\alpha n + \\varphi)`."""
return sin(d, alpha, phase + _math.pi * 0.5) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L707-L709 | train | Create TT - vector for cos function. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(111) + chr(2251 - 2200) + '\x34' + '\x37', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(52) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(1665 - 1617) + chr(1566 - 1455) + chr(1537 - 1488) + '\060' + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + chr(1714 - 1663) + chr(0b110001 + 0o5), 27695 - 27687), nzTpIcepk0o8('\060' + chr(8684 - 8573) + '\062' + chr(51) + chr(1619 - 1566), 23879 - 23871), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + '\064' + chr(957 - 908), 50052 - 50044), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(1855 - 1800) + chr(0b101011 + 0o14), 52746 - 52738), nzTpIcepk0o8(chr(48) + chr(7442 - 7331) + chr(0b110011) + '\062' + chr(52), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11000 + 0o36) + chr(2515 - 2462), 6355 - 6347), nzTpIcepk0o8(chr(48) + chr(111) + chr(53) + chr(2485 - 2432), 0b1000), nzTpIcepk0o8(chr(1359 - 1311) + '\157' + '\063' + chr(0b10001 + 0o44) + chr(80 - 26), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10011 + 0o37) + chr(0b110010), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + '\064', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(771 - 722) + chr(50) + chr(52), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\x30' + chr(48), 8), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b110001 + 0o76) + chr(0b100110 + 0o13) + '\062' + '\060', 4156 - 4148), nzTpIcepk0o8(chr(1323 - 1275) + chr(4158 - 4047) + chr(0b11011 + 0o34) + '\061', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(351 - 302) + chr(1520 - 1471) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(0b110001) + chr(0b110000) + chr(52), 17296 - 17288), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + '\063', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101010 + 0o13) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(949 - 900) + chr(53) + chr(50), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b101101 + 0o102) + '\x33' + '\064' + chr(53), 7567 - 7559), nzTpIcepk0o8(chr(1857 - 1809) + chr(0b1100110 + 0o11) + '\063' + '\064' + chr(0b101000 + 0o13), 50846 - 50838), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\x6f' + '\x35' + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(0b110000) + '\x30', 8), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(7264 - 7153) + chr(0b110010) + chr(117 - 65) + chr(1589 - 1536), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + '\x34' + '\067', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\x35' + chr(1253 - 1202), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(2181 - 2130) + chr(0b110110) + chr(0b100101 + 0o22), 6503 - 6495), nzTpIcepk0o8(chr(1107 - 1059) + chr(8893 - 8782) + chr(0b110011) + chr(1231 - 1181) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1356 - 1305) + chr(0b1000 + 0o54) + chr(51), 8), nzTpIcepk0o8(chr(48) + chr(4064 - 3953) + '\x32' + chr(0b10001 + 0o43) + '\061', 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b101011 + 0o6) + chr(0b100110 + 0o14) + '\064', 8), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(884 - 834) + '\067', 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101100 + 0o6) + chr(129 - 79) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(7069 - 6958) + chr(51) + '\x36' + chr(0b11100 + 0o33), 8), nzTpIcepk0o8(chr(48) + chr(2506 - 2395) + '\x32', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(232 - 183) + chr(0b110110) + chr(0b10000 + 0o41), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110001) + chr(174 - 121), 228 - 220)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101111) + chr(53) + '\060', 25807 - 25799)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xc9'), '\144' + chr(0b101101 + 0o70) + chr(0b1100011) + chr(7928 - 7817) + chr(100) + chr(101))(chr(117) + '\164' + chr(5015 - 4913) + chr(0b101101) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def mLriLohwQ9NU(vPPlOXQgR3SM, t3TBppk7s7__=1.0, Ixuu1eqzeYB2=0.0):
return TMleLVztqSLZ(vPPlOXQgR3SM, t3TBppk7s7__, Ixuu1eqzeYB2 + roI3spqORKae(VWvDLJ9AyISP, roI3spqORKae(ES5oEprVxulp(b'\x89\xed2\x06\xf63\xcf\x80d\x14\xa1}'), '\x64' + chr(0b1000101 + 0o40) + chr(99) + chr(0b1101001 + 0o6) + '\x64' + '\145')('\x75' + '\x74' + chr(102) + chr(0b10001 + 0o34) + chr(1617 - 1561))) * 0.5) |
oseledets/ttpy | tt/core/tools.py | delta | def delta(n, d=None, center=0):
""" Create TT-vector for delta-function :math:`\\delta(x - x_0)`. """
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
if center < 0:
cind = [0] * d
else:
cind = []
for i in xrange(d):
cind.append(center % n0[i])
center //= n0[i]
if center > 0:
cind = [0] * d
cr = []
for i in xrange(d):
cur_core = _np.zeros((1, n0[i], 1))
cur_core[0, cind[i], 0] = 1
cr.append(cur_core)
return _vector.vector.from_list(cr) | python | def delta(n, d=None, center=0):
""" Create TT-vector for delta-function :math:`\\delta(x - x_0)`. """
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
if center < 0:
cind = [0] * d
else:
cind = []
for i in xrange(d):
cind.append(center % n0[i])
center //= n0[i]
if center > 0:
cind = [0] * d
cr = []
for i in xrange(d):
cur_core = _np.zeros((1, n0[i], 1))
cur_core[0, cind[i], 0] = 1
cr.append(cur_core)
return _vector.vector.from_list(cr) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L712-L736 | train | Create TT - vector for delta - function. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1001110 + 0o41) + '\x31' + chr(54) + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101000 + 0o7) + chr(0b100111 + 0o14) + chr(0b110001) + '\067', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(0b110011) + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101111 + 0o2) + chr(0b110000) + '\x35', 0o10), nzTpIcepk0o8(chr(0b111 + 0o51) + '\x6f' + '\x31' + chr(2257 - 2202) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(425 - 375) + chr(0b101011 + 0o6) + chr(2752 - 2699), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + chr(0b110100 + 0o3) + chr(0b11011 + 0o33), 55810 - 55802), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(8947 - 8836) + '\x32' + '\x33' + chr(1229 - 1180), 23815 - 23807), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(0b110111) + chr(0b1100 + 0o45), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(111) + chr(0b101010 + 0o15) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1101000 + 0o7) + '\x32' + chr(0b110000) + chr(602 - 553), 0o10), nzTpIcepk0o8('\x30' + chr(0b101011 + 0o104) + chr(1950 - 1899) + '\060' + chr(1413 - 1361), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x32' + '\x36' + chr(1306 - 1254), 27831 - 27823), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + '\062' + '\x37', 0o10), nzTpIcepk0o8('\060' + chr(111) + '\x31' + chr(55) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(2361 - 2307) + chr(597 - 547), 0o10), nzTpIcepk0o8(chr(1903 - 1855) + '\x6f' + chr(53) + chr(1630 - 1579), 21730 - 21722), nzTpIcepk0o8(chr(1248 - 1200) + '\157' + chr(199 - 149) + '\x36' + '\063', 26255 - 26247), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110111) + '\x36', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\062', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(0b110010) + '\x30', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(10601 - 10490) + '\061' + chr(0b1 + 0o65) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(49) + chr(1042 - 994), 0b1000), nzTpIcepk0o8('\x30' + chr(7941 - 7830) + chr(959 - 904) + '\065', ord("\x08")), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(8983 - 8872) + '\063' + chr(1545 - 1490) + chr(162 - 113), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(1789 - 1740) + '\x34' + '\066', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1 + 0o62) + chr(0b110 + 0o60) + '\063', 43544 - 43536), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(111) + '\x33' + chr(0b110011) + chr(49), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b1110 + 0o43) + chr(0b10110 + 0o33) + chr(0b110001 + 0o3), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(529 - 481), 0b1000), nzTpIcepk0o8(chr(559 - 511) + chr(0b101101 + 0o102) + chr(2253 - 2203) + chr(0b10100 + 0o36) + '\063', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1750 - 1699) + chr(518 - 466) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(7695 - 7584) + chr(0b1001 + 0o52), 26147 - 26139), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x30', 8), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(111) + '\x32' + chr(0b100000 + 0o26) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\157' + chr(0b100011 + 0o16) + chr(53) + '\065', 0o10), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(111) + chr(53) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b11011 + 0o27) + chr(0b110010 + 0o3) + chr(772 - 720), 19924 - 19916), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1092 - 1041) + chr(50) + chr(0b110 + 0o55), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\x6f' + chr(2752 - 2699) + chr(164 - 116), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'X'), chr(8255 - 8155) + '\145' + chr(0b1000111 + 0o34) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1001011 + 0o52) + chr(116) + '\x66' + '\x2d' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def FLz8xIvnAyD6(NoZxuO7wjArS, vPPlOXQgR3SM=None, YAVVfOMUvAIv=nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b11111 + 0o120) + chr(48), 8)):
if suIjIS24Zkqw(NoZxuO7wjArS, roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\x1f\xa1\xaa \x1e\xe8\x0c\xc6\x8dE\xf1\xa1\xc7'), chr(0b1001011 + 0o31) + '\145' + chr(99) + '\x6f' + '\144' + chr(3042 - 2941))(chr(117) + chr(0b1110100) + chr(7853 - 7751) + chr(45) + '\070'))):
NoZxuO7wjArS = [NoZxuO7wjArS]
if vPPlOXQgR3SM is None:
qhRNQ2mDs6eG = uooDotmTYEgP.asanyarray(NoZxuO7wjArS, dtype=uooDotmTYEgP.int32)
else:
qhRNQ2mDs6eG = uooDotmTYEgP.Tn6rGr7XTM7t(NoZxuO7wjArS * vPPlOXQgR3SM, dtype=uooDotmTYEgP.int32)
vPPlOXQgR3SM = qhRNQ2mDs6eG.e1HrJaQHACnl
if YAVVfOMUvAIv < nzTpIcepk0o8('\060' + '\157' + '\x30', 8):
ddH1fgD6RBTK = [nzTpIcepk0o8(chr(53 - 5) + '\x6f' + chr(48), 8)] * vPPlOXQgR3SM
else:
ddH1fgD6RBTK = []
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
roI3spqORKae(ddH1fgD6RBTK, roI3spqORKae(ES5oEprVxulp(b'>\x9b\x8dq\x01\xea9\xf6\x93S\xd4\xf1'), chr(6494 - 6394) + '\x65' + chr(99) + '\157' + chr(0b1 + 0o143) + '\x65')(chr(0b1000111 + 0o56) + chr(0b1000011 + 0o61) + chr(102) + chr(0b11111 + 0o16) + chr(2408 - 2352)))(YAVVfOMUvAIv % qhRNQ2mDs6eG[ZlbFMSG8gCoF])
YAVVfOMUvAIv //= qhRNQ2mDs6eG[ZlbFMSG8gCoF]
if YAVVfOMUvAIv > nzTpIcepk0o8('\060' + '\x6f' + chr(0b101010 + 0o6), 8):
ddH1fgD6RBTK = [nzTpIcepk0o8(chr(48) + chr(111) + '\060', 8)] * vPPlOXQgR3SM
NYr8NJTXQItJ = []
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
ItEfd3wk0cKu = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\x30' + chr(0b1011010 + 0o25) + '\061', 0b1000), qhRNQ2mDs6eG[ZlbFMSG8gCoF], nzTpIcepk0o8('\x30' + chr(0b1100011 + 0o14) + '\x31', 8)))
ItEfd3wk0cKu[nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', 8), ddH1fgD6RBTK[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(1673 - 1625) + chr(0b0 + 0o157) + '\060', 8)] = nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1010100 + 0o33) + chr(0b110001), 8)
roI3spqORKae(NYr8NJTXQItJ, roI3spqORKae(ES5oEprVxulp(b'>\x9b\x8dq\x01\xea9\xf6\x93S\xd4\xf1'), '\x64' + chr(0b1100101) + '\143' + chr(11185 - 11074) + chr(0b100110 + 0o76) + chr(7629 - 7528))(chr(390 - 273) + chr(368 - 252) + chr(0b10111 + 0o117) + '\055' + chr(56)))(ItEfd3wk0cKu)
return roI3spqORKae(M1V0lW0896rn.vector, roI3spqORKae(ES5oEprVxulp(b'\x10\xbd\xb1(&\xe1\x17\xea\x8d'), chr(100) + '\x65' + chr(0b1010111 + 0o14) + chr(4414 - 4303) + '\x64' + chr(0b10001 + 0o124))('\165' + '\164' + chr(0b1100110) + chr(0b11001 + 0o24) + chr(1290 - 1234)))(NYr8NJTXQItJ) |
oseledets/ttpy | tt/core/tools.py | stepfun | def stepfun(n, d=None, center=1, direction=1):
""" Create TT-vector for Heaviside step function :math:`\chi(x - x_0)`.
Heaviside step function is defined as
.. math::
\chi(x) = \\left\{ \\begin{array}{l} 1 \mbox{ when } x \ge 0, \\\\ 0 \mbox{ when } x < 0. \\end{array} \\right.
For negative value of ``direction`` :math:`\chi(x_0 - x)` is approximated. """
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
N = _np.prod(n0)
if center >= N and direction < 0 or center <= 0 and direction > 0:
return ones(n0)
if center <= 0 and direction < 0 or center >= N and direction > 0:
raise ValueError(
"Heaviside function with specified center and direction gives zero tensor!")
if direction > 0:
center = N - center
cind = []
for i in xrange(d):
cind.append(center % n0[i])
center //= n0[i]
def gen_notx(currcind, currn):
return [0.0] * (currn - currcind) + [1.0] * currcind
def gen_notx_rev(currcind, currn):
return [1.0] * currcind + [0.0] * (currn - currcind)
def gen_x(currcind, currn):
result = [0.0] * currn
result[currn - currcind - 1] = 1.0
return result
def gen_x_rev(currcind, currn):
result = [0.0] * currn
result[currcind] = 1.0
return result
if direction > 0:
x = gen_x
notx = gen_notx
else:
x = gen_x_rev
notx = gen_notx_rev
crs = []
prevrank = 1
for i in range(d)[::-1]:
break_further = max([0] + cind[:i])
nextrank = 2 if break_further else 1
one = [1] * n0[i]
cr = _np.zeros([nextrank, n0[i], prevrank], dtype=_np.float)
tempx = x(cind[i], n0[i])
tempnotx = notx(cind[i], n0[i])
# high-conditional magic
if not break_further:
if cind[i]:
if prevrank > 1:
cr[0, :, 0] = one
cr[0, :, 1] = tempnotx
else:
cr[0, :, 0] = tempnotx
else:
cr[0, :, 0] = one
else:
if prevrank > 1:
cr[0, :, 0] = one
if cind[i]:
cr[0, :, 1] = tempnotx
cr[1, :, 1] = tempx
else:
cr[1, :, 1] = tempx
else:
if cind[i]:
cr[0, :, 0] = tempnotx
cr[1, :, 0] = tempx
else:
nextrank = 1
cr = cr[:1, :, :]
cr[0, :, 0] = tempx
prevrank = nextrank
crs.append(cr)
return _vector.vector.from_list(crs[::-1]) | python | def stepfun(n, d=None, center=1, direction=1):
""" Create TT-vector for Heaviside step function :math:`\chi(x - x_0)`.
Heaviside step function is defined as
.. math::
\chi(x) = \\left\{ \\begin{array}{l} 1 \mbox{ when } x \ge 0, \\\\ 0 \mbox{ when } x < 0. \\end{array} \\right.
For negative value of ``direction`` :math:`\chi(x_0 - x)` is approximated. """
if isinstance(n, six.integer_types):
n = [n]
if d is None:
n0 = _np.asanyarray(n, dtype=_np.int32)
else:
n0 = _np.array(n * d, dtype=_np.int32)
d = n0.size
N = _np.prod(n0)
if center >= N and direction < 0 or center <= 0 and direction > 0:
return ones(n0)
if center <= 0 and direction < 0 or center >= N and direction > 0:
raise ValueError(
"Heaviside function with specified center and direction gives zero tensor!")
if direction > 0:
center = N - center
cind = []
for i in xrange(d):
cind.append(center % n0[i])
center //= n0[i]
def gen_notx(currcind, currn):
return [0.0] * (currn - currcind) + [1.0] * currcind
def gen_notx_rev(currcind, currn):
return [1.0] * currcind + [0.0] * (currn - currcind)
def gen_x(currcind, currn):
result = [0.0] * currn
result[currn - currcind - 1] = 1.0
return result
def gen_x_rev(currcind, currn):
result = [0.0] * currn
result[currcind] = 1.0
return result
if direction > 0:
x = gen_x
notx = gen_notx
else:
x = gen_x_rev
notx = gen_notx_rev
crs = []
prevrank = 1
for i in range(d)[::-1]:
break_further = max([0] + cind[:i])
nextrank = 2 if break_further else 1
one = [1] * n0[i]
cr = _np.zeros([nextrank, n0[i], prevrank], dtype=_np.float)
tempx = x(cind[i], n0[i])
tempnotx = notx(cind[i], n0[i])
# high-conditional magic
if not break_further:
if cind[i]:
if prevrank > 1:
cr[0, :, 0] = one
cr[0, :, 1] = tempnotx
else:
cr[0, :, 0] = tempnotx
else:
cr[0, :, 0] = one
else:
if prevrank > 1:
cr[0, :, 0] = one
if cind[i]:
cr[0, :, 1] = tempnotx
cr[1, :, 1] = tempx
else:
cr[1, :, 1] = tempx
else:
if cind[i]:
cr[0, :, 0] = tempnotx
cr[1, :, 0] = tempx
else:
nextrank = 1
cr = cr[:1, :, :]
cr[0, :, 0] = tempx
prevrank = nextrank
crs.append(cr)
return _vector.vector.from_list(crs[::-1]) | [
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":",... | Create TT-vector for Heaviside step function :math:`\chi(x - x_0)`.
Heaviside step function is defined as
.. math::
\chi(x) = \\left\{ \\begin{array}{l} 1 \mbox{ when } x \ge 0, \\\\ 0 \mbox{ when } x < 0. \\end{array} \\right.
For negative value of ``direction`` :math:`\chi(x_0 - x)` is approximated. | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L739-L831 | train | Create TT - vector for Heaviside step function. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\157' + '\x32' + chr(0b11010 + 0o26) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(1392 - 1344) + chr(0b1101111) + chr(0b110001) + chr(2214 - 2159) + '\x32', 3113 - 3105), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\157' + '\062' + chr(49) + '\x31', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(141 - 90) + chr(971 - 923) + '\067', 0b1000), nzTpIcepk0o8(chr(0b100001 + 0o17) + '\x6f' + chr(50) + '\060' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(439 - 391) + chr(0b110100 + 0o73) + '\061' + chr(50) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101000 + 0o13) + chr(49) + chr(0b11111 + 0o30), ord("\x08")), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + '\x35' + chr(48), 16943 - 16935), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + '\062' + chr(1048 - 999) + chr(48), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(92 - 43) + chr(1753 - 1705), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110111) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(991 - 943) + '\157' + chr(51) + '\x36' + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + '\060' + '\x36', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1010110 + 0o31) + chr(50) + '\x31', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + chr(54) + chr(1184 - 1129), 0o10), nzTpIcepk0o8(chr(1060 - 1012) + chr(9847 - 9736) + chr(1926 - 1873) + '\x32', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(0b1011 + 0o47) + chr(1931 - 1883), 0o10), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(111) + '\x31' + chr(753 - 698) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101000 + 0o7) + chr(0b10100 + 0o41) + chr(2692 - 2639), 0o10), nzTpIcepk0o8('\x30' + chr(6043 - 5932) + '\x33' + '\063' + '\067', 0b1000), nzTpIcepk0o8(chr(484 - 436) + '\157' + chr(0b110011) + chr(288 - 233) + chr(54), 0b1000), nzTpIcepk0o8(chr(1742 - 1694) + chr(0b1101111) + chr(0b1010 + 0o51) + chr(0b110100 + 0o3) + chr(52), 0o10), nzTpIcepk0o8(chr(2293 - 2245) + chr(0b1101111) + chr(449 - 398) + chr(888 - 839) + chr(562 - 512), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110010) + chr(48), 2343 - 2335), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + '\x34' + chr(0b110011), 48006 - 47998), nzTpIcepk0o8('\060' + chr(7629 - 7518) + chr(2269 - 2220) + chr(0b110110) + chr(0b110010), 21157 - 21149), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + '\x31' + chr(54), 60618 - 60610), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(111) + chr(0b110111) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b10111 + 0o130) + chr(0b110101) + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(2306 - 2256) + chr(1154 - 1099) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(5590 - 5479) + chr(52) + chr(0b110010), 37652 - 37644), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + '\064' + '\067', 0b1000), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + chr(50) + chr(0b110011) + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b1100 + 0o45) + chr(48) + chr(1177 - 1127), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + '\062' + '\x37', 2349 - 2341), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b100001 + 0o22) + '\067' + '\067', 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(111) + '\061' + chr(0b110111) + chr(0b111 + 0o57), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(2371 - 2321) + chr(0b10000 + 0o44) + chr(53), 39624 - 39616), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(0b110100) + chr(54), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(53) + chr(1009 - 959), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(111) + chr(0b1100 + 0o51) + chr(0b10000 + 0o40), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xaa'), chr(0b1000011 + 0o41) + '\145' + '\143' + chr(6327 - 6216) + chr(0b1100100) + chr(9654 - 9553))('\165' + chr(116) + chr(2849 - 2747) + '\x2d' + chr(0b101100 + 0o14)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ydRTPfnhojBf(NoZxuO7wjArS, vPPlOXQgR3SM=None, YAVVfOMUvAIv=nzTpIcepk0o8('\x30' + chr(4178 - 4067) + chr(49), ord("\x08")), rWMsESlLhmTs=nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8)):
if suIjIS24Zkqw(NoZxuO7wjArS, roI3spqORKae(YVS_F7_wWn_o, roI3spqORKae(ES5oEprVxulp(b'\xed\x14\xfd\xa2\xe71\xbdw\xfc1I\x94\xb5'), chr(0b1100100) + chr(0b1100011 + 0o2) + chr(2721 - 2622) + chr(0b1011 + 0o144) + chr(0b1100100) + chr(0b1011110 + 0o7))(chr(0b1001100 + 0o51) + chr(116) + chr(0b1101 + 0o131) + chr(0b10101 + 0o30) + chr(0b111000)))):
NoZxuO7wjArS = [NoZxuO7wjArS]
if vPPlOXQgR3SM is None:
qhRNQ2mDs6eG = uooDotmTYEgP.asanyarray(NoZxuO7wjArS, dtype=uooDotmTYEgP.int32)
else:
qhRNQ2mDs6eG = uooDotmTYEgP.Tn6rGr7XTM7t(NoZxuO7wjArS * vPPlOXQgR3SM, dtype=uooDotmTYEgP.int32)
vPPlOXQgR3SM = qhRNQ2mDs6eG.e1HrJaQHACnl
UtB2m8Xmgf5k = uooDotmTYEgP.prod(qhRNQ2mDs6eG)
if YAVVfOMUvAIv >= UtB2m8Xmgf5k and rWMsESlLhmTs < nzTpIcepk0o8(chr(2248 - 2200) + chr(111) + chr(0b110000), 0b1000) or (YAVVfOMUvAIv <= nzTpIcepk0o8(chr(57 - 9) + chr(0b1101111) + chr(0b101110 + 0o2), 8) and rWMsESlLhmTs > nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8)):
return rYPkZ8_2D0X1(qhRNQ2mDs6eG)
if YAVVfOMUvAIv <= nzTpIcepk0o8(chr(1012 - 964) + '\157' + chr(0b101011 + 0o5), 8) and rWMsESlLhmTs < nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(111) + chr(0b110000), 8) or (YAVVfOMUvAIv >= UtB2m8Xmgf5k and rWMsESlLhmTs > nzTpIcepk0o8(chr(48) + '\157' + '\x30', 8)):
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b"\xcc\x1f\xe8\xb1\xe9'\xa6L\xedh_\x84\xa8r\x83C\xbf\x15\r\xa8\x97\x88\xa2\xb0\xd0\x02\xab^B\xdeK\x82\xffb\xf4\x9a\x10\xd1\x83X\xa4\x1b\xe7\xa3\xa00\xa6Z\xed+M\x98\xa9\x7f\xd7M\xb9\rH\xac\xde\x86\xaf\xe2\xccR\xbaXE\xcbM\x95\xba"), chr(100) + chr(101) + chr(0b1100011) + chr(111) + '\x64' + '\145')(chr(0b1101001 + 0o14) + chr(8964 - 8848) + '\146' + '\x2d' + chr(0b100001 + 0o27)))
if rWMsESlLhmTs > nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11 + 0o55), 8):
YAVVfOMUvAIv = UtB2m8Xmgf5k - YAVVfOMUvAIv
ddH1fgD6RBTK = []
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
roI3spqORKae(ddH1fgD6RBTK, roI3spqORKae(ES5oEprVxulp(b"\xcc.\xda\xf3\xf83\x88G\xe2'l\xc4"), chr(0b10000 + 0o124) + chr(0b1001111 + 0o26) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b11000 + 0o115))(chr(0b1110101) + chr(116) + chr(0b1010 + 0o134) + chr(45) + '\070'))(YAVVfOMUvAIv % qhRNQ2mDs6eG[ZlbFMSG8gCoF])
YAVVfOMUvAIv //= qhRNQ2mDs6eG[ZlbFMSG8gCoF]
def IJlJpCeKtFyW(Q6JRuwgOyblF, aOgA1k3C6hyD):
return [0.0] * (aOgA1k3C6hyD - Q6JRuwgOyblF) + [1.0] * Q6JRuwgOyblF
def R6drNUkLHQ3P(Q6JRuwgOyblF, aOgA1k3C6hyD):
return [1.0] * Q6JRuwgOyblF + [0.0] * (aOgA1k3C6hyD - Q6JRuwgOyblF)
def wU1806DfTZ3w(Q6JRuwgOyblF, aOgA1k3C6hyD):
POx95m7SPOVy = [0.0] * aOgA1k3C6hyD
POx95m7SPOVy[aOgA1k3C6hyD - Q6JRuwgOyblF - nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(5974 - 5863) + '\x31', 8)] = 1.0
return POx95m7SPOVy
def mEE8DMno2jS_(Q6JRuwgOyblF, aOgA1k3C6hyD):
POx95m7SPOVy = [0.0] * aOgA1k3C6hyD
POx95m7SPOVy[Q6JRuwgOyblF] = 1.0
return POx95m7SPOVy
if rWMsESlLhmTs > nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110000), 8):
bI5jsQ9OkQtj = wU1806DfTZ3w
CC8SbOXVIi4F = IJlJpCeKtFyW
else:
bI5jsQ9OkQtj = mEE8DMno2jS_
CC8SbOXVIi4F = R6drNUkLHQ3P
R0zRmnyvdh0z = []
YW6_ei4fyq3h = nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1100111 + 0o10) + '\061', 8)
for ZlbFMSG8gCoF in bbT2xIe5pzk7(vPPlOXQgR3SM)[::-nzTpIcepk0o8('\060' + '\157' + chr(1179 - 1130), 8)]:
oxpHlOlJIhgH = KV9ckIhroIia([nzTpIcepk0o8(chr(678 - 630) + chr(8466 - 8355) + '\060', 8)] + ddH1fgD6RBTK[:ZlbFMSG8gCoF])
yBWzsjNDFJcv = nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + chr(50), ord("\x08")) if oxpHlOlJIhgH else nzTpIcepk0o8(chr(871 - 823) + chr(8002 - 7891) + chr(151 - 102), 8)
Qrz6A852vqAn = [nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(111) + '\061', 8)] * qhRNQ2mDs6eG[ZlbFMSG8gCoF]
NYr8NJTXQItJ = uooDotmTYEgP.UmwwEp7MzR6q([yBWzsjNDFJcv, qhRNQ2mDs6eG[ZlbFMSG8gCoF], YW6_ei4fyq3h], dtype=uooDotmTYEgP.float)
JOAea6BLXzlU = bI5jsQ9OkQtj(ddH1fgD6RBTK[ZlbFMSG8gCoF], qhRNQ2mDs6eG[ZlbFMSG8gCoF])
L1_Vef1_MRUV = CC8SbOXVIi4F(ddH1fgD6RBTK[ZlbFMSG8gCoF], qhRNQ2mDs6eG[ZlbFMSG8gCoF])
if not oxpHlOlJIhgH:
if ddH1fgD6RBTK[ZlbFMSG8gCoF]:
if YW6_ei4fyq3h > nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061', 8):
NYr8NJTXQItJ[nzTpIcepk0o8(chr(1170 - 1122) + chr(4993 - 4882) + '\x30', 8), :, nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101111) + '\060', 8)] = Qrz6A852vqAn
NYr8NJTXQItJ[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110000), 8), :, nzTpIcepk0o8('\060' + chr(0b1111 + 0o140) + chr(49), 8)] = L1_Vef1_MRUV
else:
NYr8NJTXQItJ[nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x30', 8), :, nzTpIcepk0o8(chr(48) + '\157' + chr(0b110000), 8)] = L1_Vef1_MRUV
else:
NYr8NJTXQItJ[nzTpIcepk0o8('\060' + chr(111) + '\060', 8), :, nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + chr(576 - 528), 8)] = Qrz6A852vqAn
elif YW6_ei4fyq3h > nzTpIcepk0o8('\060' + chr(0b1101111) + chr(856 - 807), 8):
NYr8NJTXQItJ[nzTpIcepk0o8('\060' + chr(0b100100 + 0o113) + chr(0b100000 + 0o20), 8), :, nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b100010 + 0o16), 8)] = Qrz6A852vqAn
if ddH1fgD6RBTK[ZlbFMSG8gCoF]:
NYr8NJTXQItJ[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10 + 0o56), 8), :, nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8)] = L1_Vef1_MRUV
NYr8NJTXQItJ[nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8), :, nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b111 + 0o52), 8)] = JOAea6BLXzlU
else:
NYr8NJTXQItJ[nzTpIcepk0o8(chr(1467 - 1419) + chr(0b1101111) + chr(0b110001), 8), :, nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + chr(0b110001), 8)] = JOAea6BLXzlU
elif ddH1fgD6RBTK[ZlbFMSG8gCoF]:
NYr8NJTXQItJ[nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + chr(48), 8), :, nzTpIcepk0o8(chr(1799 - 1751) + chr(111) + '\x30', 8)] = L1_Vef1_MRUV
NYr8NJTXQItJ[nzTpIcepk0o8('\060' + '\x6f' + '\061', 8), :, nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + chr(0b10001 + 0o37), 8)] = JOAea6BLXzlU
else:
yBWzsjNDFJcv = nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b1101111) + '\061', 8)
NYr8NJTXQItJ = NYr8NJTXQItJ[:nzTpIcepk0o8(chr(0b10011 + 0o35) + '\157' + chr(1408 - 1359), 8), :, :]
NYr8NJTXQItJ[nzTpIcepk0o8('\060' + chr(111) + chr(48), 8), :, nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11000 + 0o30), 8)] = JOAea6BLXzlU
YW6_ei4fyq3h = yBWzsjNDFJcv
roI3spqORKae(R0zRmnyvdh0z, roI3spqORKae(ES5oEprVxulp(b"\xcc.\xda\xf3\xf83\x88G\xe2'l\xc4"), chr(0b10011 + 0o121) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(1283 - 1182))('\165' + chr(6482 - 6366) + '\146' + chr(0b11001 + 0o24) + chr(1557 - 1501)))(NYr8NJTXQItJ)
return roI3spqORKae(M1V0lW0896rn.vector, roI3spqORKae(ES5oEprVxulp(b'\xe2\x08\xe6\xaa\xdf8\xa6[\xfc'), chr(0b111011 + 0o51) + chr(9130 - 9029) + chr(0b1010011 + 0o20) + chr(0b1101111) + chr(100) + chr(6442 - 6341))(chr(117) + '\x74' + chr(102) + '\055' + '\070'))(R0zRmnyvdh0z[::-nzTpIcepk0o8(chr(1169 - 1121) + '\x6f' + '\061', 8)]) |
oseledets/ttpy | tt/core/tools.py | unit | def unit(n, d=None, j=None, tt_instance=True):
''' Generates e_j _vector in tt.vector format
---------
Parameters:
n - modes (either integer or array)
d - dimensionality (integer)
j - position of 1 in full-format e_j (integer)
tt_instance - if True, returns tt.vector;
if False, returns tt cores as a list
'''
if isinstance(n, int):
if d is None:
d = 1
n = n * _np.ones(d, dtype=_np.int32)
else:
d = len(n)
if j is None:
j = 0
rv = []
j = _ind2sub(n, j)
for k in xrange(d):
rv.append(_np.zeros((1, n[k], 1)))
rv[-1][0, j[k], 0] = 1
if tt_instance:
rv = _vector.vector.from_list(rv)
return rv | python | def unit(n, d=None, j=None, tt_instance=True):
''' Generates e_j _vector in tt.vector format
---------
Parameters:
n - modes (either integer or array)
d - dimensionality (integer)
j - position of 1 in full-format e_j (integer)
tt_instance - if True, returns tt.vector;
if False, returns tt cores as a list
'''
if isinstance(n, int):
if d is None:
d = 1
n = n * _np.ones(d, dtype=_np.int32)
else:
d = len(n)
if j is None:
j = 0
rv = []
j = _ind2sub(n, j)
for k in xrange(d):
rv.append(_np.zeros((1, n[k], 1)))
rv[-1][0, j[k], 0] = 1
if tt_instance:
rv = _vector.vector.from_list(rv)
return rv | [
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Parameters:
n - modes (either integer or array)
d - dimensionality (integer)
j - position of 1 in full-format e_j (integer)
tt_instance - if True, returns tt.vector;
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... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L843-L870 | train | Generates a list of all the available units in a single tree. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + chr(0b110011) + chr(0b10 + 0o64), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\x36' + chr(51), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(0b110000) + chr(0b101 + 0o62), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(0b110110), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + '\061' + '\063', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + chr(0b110100) + '\063', 19870 - 19862), nzTpIcepk0o8('\060' + chr(0b1000 + 0o147) + chr(1867 - 1818) + '\061' + chr(0b100100 + 0o16), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + '\066' + chr(289 - 238), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(685 - 635) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b110010) + '\x37' + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101100 + 0o7) + chr(0b101100 + 0o5) + chr(48), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b100111 + 0o13) + '\x30' + '\x34', 0b1000), nzTpIcepk0o8('\060' + '\157' + '\063' + '\x31' + chr(0b1110 + 0o45), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(2541 - 2486) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + '\063' + '\063' + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(7611 - 7500) + chr(51) + chr(0b110011) + chr(2568 - 2513), 36742 - 36734), nzTpIcepk0o8(chr(1478 - 1430) + chr(0b111011 + 0o64) + chr(0b110011) + chr(210 - 162) + '\x33', 0o10), nzTpIcepk0o8(chr(1880 - 1832) + chr(12261 - 12150) + chr(0b11110 + 0o24) + chr(0b110001) + '\x30', 0o10), nzTpIcepk0o8(chr(1831 - 1783) + chr(111) + chr(0b10111 + 0o34) + '\065' + chr(53), 0o10), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + chr(1308 - 1256) + chr(52), 10692 - 10684), nzTpIcepk0o8(chr(0b110000) + chr(1310 - 1199) + chr(0b110010) + chr(0b10011 + 0o43) + '\x31', 7846 - 7838), nzTpIcepk0o8(chr(203 - 155) + chr(0b111000 + 0o67) + chr(997 - 947) + chr(0b101100 + 0o6) + '\x32', 0o10), nzTpIcepk0o8(chr(721 - 673) + '\x6f' + '\067' + '\x31', 0b1000), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + chr(52) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + chr(0b1 + 0o61) + chr(739 - 690), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100101 + 0o15) + chr(52) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(880 - 832) + '\157' + '\x37' + '\064', 49568 - 49560), nzTpIcepk0o8(chr(0b110000) + chr(5548 - 5437) + chr(51) + chr(0b110101) + chr(1751 - 1701), 0b1000), nzTpIcepk0o8('\x30' + chr(11005 - 10894) + '\062' + chr(0b110110) + '\063', 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + '\061' + chr(0b11010 + 0o26), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(2312 - 2258) + chr(49), 1057 - 1049), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + '\064', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + '\x35' + chr(0b10 + 0o62), 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110110) + chr(49), 45450 - 45442), nzTpIcepk0o8(chr(48) + chr(0b1010 + 0o145) + chr(1337 - 1287) + '\066' + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(1163 - 1115) + '\157' + chr(49) + '\062' + chr(2996 - 2941), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1734 - 1682) + chr(54), 0o10), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + chr(0b110010) + '\x33' + chr(0b100101 + 0o15), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + '\x31' + chr(0b110001), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(1978 - 1867) + chr(0b1001 + 0o54) + chr(552 - 504), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'0'), chr(100) + chr(5764 - 5663) + chr(3524 - 3425) + chr(111) + chr(0b10000 + 0o124) + chr(101))('\x75' + chr(0b1000011 + 0o61) + '\x66' + chr(0b11100 + 0o21) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def FMmD16A2grCG(NoZxuO7wjArS, vPPlOXQgR3SM=None, sChW4gUsXrIC=None, GVd82SqhyETu=nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31', 0o10)):
if suIjIS24Zkqw(NoZxuO7wjArS, nzTpIcepk0o8):
if vPPlOXQgR3SM is None:
vPPlOXQgR3SM = nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + '\x31', 8)
NoZxuO7wjArS = NoZxuO7wjArS * uooDotmTYEgP.rYPkZ8_2D0X1(vPPlOXQgR3SM, dtype=uooDotmTYEgP.int32)
else:
vPPlOXQgR3SM = ftfygxgFas5X(NoZxuO7wjArS)
if sChW4gUsXrIC is None:
sChW4gUsXrIC = nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', ord("\x08"))
EevyxCVqyJhw = []
sChW4gUsXrIC = jSDIFeAV850a(NoZxuO7wjArS, sChW4gUsXrIC)
for B6UAF1zReOyJ in zBiXJ6gPq38D(vPPlOXQgR3SM):
roI3spqORKae(EevyxCVqyJhw, roI3spqORKae(ES5oEprVxulp(b"V'\x94*\xb3\x84\r\xdc=\xd0\x9d\xb1"), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))(chr(9064 - 8947) + chr(2198 - 2082) + chr(102) + chr(45) + chr(0b11001 + 0o37)))(roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'K\x1e\xb0i\x8e\x93}\xfe-\xed\xfe\xf5'), '\144' + '\145' + '\143' + chr(111) + chr(0b100100 + 0o100) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(267 - 222) + chr(98 - 42)))((nzTpIcepk0o8(chr(48) + chr(111) + chr(49), 8), NoZxuO7wjArS[B6UAF1zReOyJ], nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1666 - 1617), 8))))
EevyxCVqyJhw[-nzTpIcepk0o8(chr(48) + '\x6f' + '\061', 8)][nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101101 + 0o3), 8), sChW4gUsXrIC[B6UAF1zReOyJ], nzTpIcepk0o8('\x30' + chr(111) + chr(531 - 483), 8)] = nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)
if GVd82SqhyETu:
EevyxCVqyJhw = M1V0lW0896rn.vector.from_list(EevyxCVqyJhw)
return EevyxCVqyJhw |
oseledets/ttpy | tt/core/tools.py | IpaS | def IpaS(d, a, tt_instance=True):
'''A special bidiagonal _matrix in the QTT-format
M = IPAS(D, A)
Generates I+a*S_{-1} _matrix in the QTT-format:
1 0 0 0
a 1 0 0
0 a 1 0
0 0 a 1
Convenient for Crank-Nicolson and time gradient matrices
'''
if d == 1:
M = _np.array([[1, 0], [a, 1]]).reshape((1, 2, 2, 1), order='F')
else:
M = [None] * d
M[0] = _np.zeros((1, 2, 2, 2))
M[0][0, :, :, 0] = _np.array([[1, 0], [a, 1]])
M[0][0, :, :, 1] = _np.array([[0, a], [0, 0]])
for i in xrange(1, d - 1):
M[i] = _np.zeros((2, 2, 2, 2))
M[i][:, :, 0, 0] = _np.eye(2)
M[i][:, :, 1, 0] = _np.array([[0, 0], [1, 0]])
M[i][:, :, 1, 1] = _np.array([[0, 1], [0, 0]])
M[d - 1] = _np.zeros((2, 2, 2, 1))
M[d - 1][:, :, 0, 0] = _np.eye(2)
M[d - 1][:, :, 1, 0] = _np.array([[0, 0], [1, 0]])
if tt_instance:
M = _matrix.matrix.from_list(M)
return M | python | def IpaS(d, a, tt_instance=True):
'''A special bidiagonal _matrix in the QTT-format
M = IPAS(D, A)
Generates I+a*S_{-1} _matrix in the QTT-format:
1 0 0 0
a 1 0 0
0 a 1 0
0 0 a 1
Convenient for Crank-Nicolson and time gradient matrices
'''
if d == 1:
M = _np.array([[1, 0], [a, 1]]).reshape((1, 2, 2, 1), order='F')
else:
M = [None] * d
M[0] = _np.zeros((1, 2, 2, 2))
M[0][0, :, :, 0] = _np.array([[1, 0], [a, 1]])
M[0][0, :, :, 1] = _np.array([[0, a], [0, 0]])
for i in xrange(1, d - 1):
M[i] = _np.zeros((2, 2, 2, 2))
M[i][:, :, 0, 0] = _np.eye(2)
M[i][:, :, 1, 0] = _np.array([[0, 0], [1, 0]])
M[i][:, :, 1, 1] = _np.array([[0, 1], [0, 0]])
M[d - 1] = _np.zeros((2, 2, 2, 1))
M[d - 1][:, :, 0, 0] = _np.eye(2)
M[d - 1][:, :, 1, 0] = _np.array([[0, 0], [1, 0]])
if tt_instance:
M = _matrix.matrix.from_list(M)
return M | [
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"(",... | A special bidiagonal _matrix in the QTT-format
M = IPAS(D, A)
Generates I+a*S_{-1} _matrix in the QTT-format:
1 0 0 0
a 1 0 0
0 a 1 0
0 0 a 1
Convenient for Crank-Nicolson and time gradient matrices | [
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... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L873-L901 | train | A special bidiagonal _matrix in the QTT - format IpaS | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b1010 + 0o46) + '\157' + chr(2229 - 2174) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\157' + chr(1449 - 1398) + chr(0b110111) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b100000 + 0o117) + chr(2687 - 2635), 0b1000), nzTpIcepk0o8(chr(48) + chr(935 - 824) + chr(0b110111) + chr(0b101 + 0o55), 27567 - 27559), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(995 - 945), 0b1000), nzTpIcepk0o8('\x30' + chr(8137 - 8026) + '\061' + chr(1911 - 1861) + '\066', 21217 - 21209), nzTpIcepk0o8(chr(1962 - 1914) + chr(0b110110 + 0o71) + chr(1322 - 1271) + '\x35' + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(393 - 339) + chr(55), 8332 - 8324), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(111) + chr(49) + chr(1035 - 983) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(105 - 55) + chr(0b110101) + chr(0b100110 + 0o12), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(54) + '\x33', 0o10), nzTpIcepk0o8(chr(131 - 83) + '\x6f' + chr(0b110010) + chr(1347 - 1293), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(1502 - 1453) + chr(0b110100), 18046 - 18038), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(359 - 311) + chr(0b110101), 54683 - 54675), nzTpIcepk0o8(chr(358 - 310) + chr(0b1001000 + 0o47) + '\x32' + '\x35' + '\062', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b101110 + 0o3) + chr(0b110001) + chr(1635 - 1585), ord("\x08")), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1101111) + chr(639 - 584) + chr(54), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(459 - 409) + '\x35' + chr(54), ord("\x08")), nzTpIcepk0o8(chr(2245 - 2197) + '\x6f' + '\x31' + '\x31' + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b10 + 0o57) + chr(48) + chr(0b111 + 0o55), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + '\066' + '\064', 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(248 - 137) + '\x33' + chr(53) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2069 - 2019) + chr(0b110000) + chr(0b11001 + 0o32), 0b1000), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + '\x31' + chr(0b1111 + 0o42) + chr(0b101101 + 0o12), 0o10), nzTpIcepk0o8(chr(616 - 568) + chr(111) + '\061' + '\062' + '\x32', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1516 - 1467), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\x37' + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\x6f' + chr(2008 - 1959) + chr(0b11010 + 0o30) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b101011 + 0o5) + '\157' + '\063' + chr(0b110 + 0o55) + '\x37', 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(2286 - 2233) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(48) + chr(7804 - 7693) + '\062' + chr(0b100001 + 0o24) + chr(122 - 70), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + '\x36' + '\x33', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(3791 - 3680) + '\x37' + '\067', ord("\x08")), nzTpIcepk0o8(chr(308 - 260) + chr(111) + chr(51) + chr(0b110010) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(4005 - 3894) + chr(49) + chr(0b100001 + 0o23) + chr(0b100001 + 0o21), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(8816 - 8705) + chr(49) + chr(0b100110 + 0o17) + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b1001 + 0o50) + chr(0b110 + 0o56) + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(9873 - 9762) + chr(736 - 687) + chr(52) + '\061', 8), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + chr(0b110000) + '\061', 0b1000), nzTpIcepk0o8(chr(1303 - 1255) + '\x6f' + '\x31' + chr(679 - 624) + chr(2145 - 2093), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(910 - 862) + chr(111) + chr(0b110101) + chr(581 - 533), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x13'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b110011 + 0o61) + '\x65')('\x75' + chr(0b1110010 + 0o2) + '\x66' + chr(0b1011 + 0o42) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def yPtVRVxxRx5D(vPPlOXQgR3SM, AQ9ceR9AaoT1, GVd82SqhyETu=nzTpIcepk0o8(chr(0b111 + 0o51) + chr(0b1001010 + 0o45) + chr(0b11011 + 0o26), 8)):
if vPPlOXQgR3SM == nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10100 + 0o35), 8):
lY8v4DfEhTNv = uooDotmTYEgP.array([[nzTpIcepk0o8(chr(882 - 834) + '\157' + chr(0b110 + 0o53), 8), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + '\060', 17589 - 17581)], [AQ9ceR9AaoT1, nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49), 8)]]).reshape((nzTpIcepk0o8(chr(2238 - 2190) + chr(0b1101111) + '\x31', 8), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b110111 + 0o70) + '\062', 8), nzTpIcepk0o8('\x30' + chr(111) + chr(50), 8), nzTpIcepk0o8(chr(1675 - 1627) + chr(0b110001 + 0o76) + '\x31', 8)), order=roI3spqORKae(ES5oEprVxulp(b'{'), chr(8336 - 8236) + chr(0b111000 + 0o55) + chr(2988 - 2889) + '\157' + '\x64' + chr(6842 - 6741))('\x75' + chr(116) + chr(0b11111 + 0o107) + '\x2d' + '\070'))
else:
lY8v4DfEhTNv = [None] * vPPlOXQgR3SM
lY8v4DfEhTNv[nzTpIcepk0o8('\x30' + '\x6f' + '\x30', 8)] = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8(chr(48) + chr(10759 - 10648) + '\x31', 8), nzTpIcepk0o8('\x30' + '\157' + '\x32', 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010), 8), nzTpIcepk0o8('\060' + chr(111) + chr(50), 8)))
lY8v4DfEhTNv[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110000), 8)][nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1001011 + 0o44) + chr(0b1111 + 0o41), 8), :, :, nzTpIcepk0o8('\060' + '\x6f' + chr(48), 8)] = uooDotmTYEgP.Tn6rGr7XTM7t([[nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + chr(49), 8), nzTpIcepk0o8(chr(48) + '\157' + '\060', 8)], [AQ9ceR9AaoT1, nzTpIcepk0o8(chr(1583 - 1535) + chr(10808 - 10697) + '\x31', 8)]])
lY8v4DfEhTNv[nzTpIcepk0o8(chr(0b110000) + chr(0b111001 + 0o66) + chr(0b110000), 8)][nzTpIcepk0o8(chr(48) + chr(111) + '\060', 8), :, :, nzTpIcepk0o8(chr(116 - 68) + chr(0b1001010 + 0o45) + chr(0b11010 + 0o27), 8)] = uooDotmTYEgP.Tn6rGr7XTM7t([[nzTpIcepk0o8('\060' + chr(0b1101111) + '\x30', 8), AQ9ceR9AaoT1], [nzTpIcepk0o8('\060' + chr(111) + '\x30', 8), nzTpIcepk0o8('\060' + chr(0b1100001 + 0o16) + '\x30', 8)]])
for ZlbFMSG8gCoF in zBiXJ6gPq38D(nzTpIcepk0o8(chr(55 - 7) + chr(111) + chr(0b10001 + 0o40), 8), vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b110001), 8)):
lY8v4DfEhTNv[ZlbFMSG8gCoF] = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\x30' + chr(111) + chr(0b10001 + 0o41), 8), nzTpIcepk0o8(chr(1804 - 1756) + chr(0b1100100 + 0o13) + chr(0b1000 + 0o52), 8), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\x6f' + '\062', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50), 8)))
lY8v4DfEhTNv[ZlbFMSG8gCoF][:, :, nzTpIcepk0o8('\x30' + chr(0b100110 + 0o111) + chr(0b110000), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(934 - 886), 8)] = uooDotmTYEgP.sWQ4p7UMdVY3(nzTpIcepk0o8(chr(758 - 710) + chr(0b1011100 + 0o23) + chr(0b110010), 8))
lY8v4DfEhTNv[ZlbFMSG8gCoF][:, :, nzTpIcepk0o8(chr(173 - 125) + chr(111) + '\x31', 8), nzTpIcepk0o8(chr(1954 - 1906) + chr(0b1101111) + chr(48), 8)] = uooDotmTYEgP.Tn6rGr7XTM7t([[nzTpIcepk0o8(chr(825 - 777) + chr(8215 - 8104) + '\x30', 8), nzTpIcepk0o8(chr(48) + chr(0b110110 + 0o71) + '\060', 8)], [nzTpIcepk0o8(chr(1164 - 1116) + chr(0b1101111) + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + chr(0b111101 + 0o62) + '\060', 8)]])
lY8v4DfEhTNv[ZlbFMSG8gCoF][:, :, nzTpIcepk0o8('\x30' + '\x6f' + chr(888 - 839), 8), nzTpIcepk0o8(chr(2088 - 2040) + chr(0b111000 + 0o67) + '\x31', 8)] = uooDotmTYEgP.Tn6rGr7XTM7t([[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11000 + 0o30), 8), nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8)], [nzTpIcepk0o8('\x30' + chr(0b1000010 + 0o55) + '\060', 8), nzTpIcepk0o8(chr(48) + chr(10227 - 10116) + chr(956 - 908), 8)]])
lY8v4DfEhTNv[vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001), 8)] = uooDotmTYEgP.UmwwEp7MzR6q((nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010), 8), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b1100 + 0o46), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1010 + 0o47), 8)))
lY8v4DfEhTNv[vPPlOXQgR3SM - nzTpIcepk0o8(chr(1361 - 1313) + '\157' + '\x31', 8)][:, :, nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(111) + chr(48), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\060', 8)] = uooDotmTYEgP.sWQ4p7UMdVY3(nzTpIcepk0o8('\060' + chr(7284 - 7173) + chr(0b100000 + 0o22), 8))
lY8v4DfEhTNv[vPPlOXQgR3SM - nzTpIcepk0o8(chr(1065 - 1017) + chr(0b10111 + 0o130) + chr(0b100001 + 0o20), 8)][:, :, nzTpIcepk0o8(chr(367 - 319) + chr(0b11101 + 0o122) + '\061', 8), nzTpIcepk0o8('\060' + chr(111) + '\x30', 8)] = uooDotmTYEgP.Tn6rGr7XTM7t([[nzTpIcepk0o8(chr(48) + '\x6f' + '\x30', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1010011 + 0o34) + '\x30', 8)], [nzTpIcepk0o8('\060' + '\x6f' + chr(49), 8), nzTpIcepk0o8('\x30' + chr(7228 - 7117) + chr(48), 8)]])
if GVd82SqhyETu:
lY8v4DfEhTNv = WaKzx4ufhHGb.matrix.from_list(lY8v4DfEhTNv)
return lY8v4DfEhTNv |
oseledets/ttpy | tt/core/tools.py | reshape | def reshape(tt_array, shape, eps=1e-14, rl=1, rr=1):
''' Reshape of the TT-vector
[TT1]=TT_RESHAPE(TT,SZ) reshapes TT-vector or TT-matrix into another
with mode sizes SZ, accuracy 1e-14
[TT1]=TT_RESHAPE(TT,SZ,EPS) reshapes TT-vector/matrix into another with
mode sizes SZ and accuracy EPS
[TT1]=TT_RESHAPE(TT,SZ,EPS, RL) reshapes TT-vector/matrix into another
with mode size SZ and left tail rank RL
[TT1]=TT_RESHAPE(TT,SZ,EPS, RL, RR) reshapes TT-vector/matrix into
another with mode size SZ and tail ranks RL*RR
Reshapes TT-vector/matrix into a new one, with dimensions specified by SZ.
If the i_nput is TT-matrix, SZ must have the sizes for both modes,
so it is a _matrix if sizes d2-by-2.
If the i_nput is TT-vector, SZ may be either a column or a row _vector.
'''
tt1 = _cp.deepcopy(tt_array)
sz = _cp.deepcopy(shape)
ismatrix = False
if isinstance(tt1, _matrix.matrix):
d1 = tt1.tt.d
d2 = sz.shape[0]
ismatrix = True
# The size should be [n,m] in R^{d x 2}
restn2_n = sz[:, 0]
restn2_m = sz[:, 1]
sz_n = _cp.copy(sz[:, 0])
sz_m = _cp.copy(sz[:, 1])
n1_n = tt1.n
n1_m = tt1.m
# We will split/convolve using the _vector form anyway
sz = _np.prod(sz, axis=1)
tt1 = tt1.tt
else:
d1 = tt1.d
d2 = len(sz)
# Recompute sz to include r0,rd,
# and the items of tt1
sz[0] = sz[0] * rl
sz[d2 - 1] = sz[d2 - 1] * rr
tt1.n[0] = tt1.n[0] * tt1.r[0]
tt1.n[d1 - 1] = tt1.n[d1 - 1] * tt1.r[d1]
if ismatrix: # in _matrix: 1st tail rank goes to the n-mode, last to the m-mode
restn2_n[0] = restn2_n[0] * rl
restn2_m[d2 - 1] = restn2_m[d2 - 1] * rr
n1_n[0] = n1_n[0] * tt1.r[0]
n1_m[d1 - 1] = n1_m[d1 - 1] * tt1.r[d1]
tt1.r[0] = 1
tt1.r[d1] = 1
n1 = tt1.n
assert _np.prod(n1) == _np.prod(sz), 'Reshape: incorrect sizes'
needQRs = False
if d2 > d1:
needQRs = True
if d2 <= d1:
i2 = 0
n2 = _cp.deepcopy(sz)
for i1 in range(d1):
if n2[i2] == 1:
i2 = i2 + 1
if i2 > d2:
break
if n2[i2] % n1[i1] == 0:
n2[i2] = n2[i2] // n1[i1]
else:
needQRs = True
break
r1 = tt1.r
tt1 = tt1.to_list(tt1)
if needQRs: # We have to split some cores -> perform QRs
for i in range(d1 - 1, 0, -1):
cr = tt1[i]
cr = _np.reshape(cr, (r1[i], n1[i] * r1[i + 1]), order='F')
[cr, rv] = _np.linalg.qr(cr.T) # Size n*r2, r1new - r1nwe,r1
cr0 = tt1[i - 1]
cr0 = _np.reshape(cr0, (r1[i - 1] * n1[i - 1], r1[i]), order='F')
cr0 = _np.dot(cr0, rv.T) # r0*n0, r1new
r1[i] = cr.shape[1]
cr0 = _np.reshape(cr0, (r1[i - 1], n1[i - 1], r1[i]), order='F')
cr = _np.reshape(cr.T, (r1[i], n1[i], r1[i + 1]), order='F')
tt1[i] = cr
tt1[i - 1] = cr0
r2 = _np.ones(d2 + 1, dtype=_np.int32)
i1 = 0 # Working index in tt1
i2 = 0 # Working index in tt2
core2 = _np.zeros((0))
curcr2 = 1
restn2 = sz
n2 = _np.ones(d2, dtype=_np.int32)
if ismatrix:
n2_n = _np.ones(d2, dtype=_np.int32)
n2_m = _np.ones(d2, dtype=_np.int32)
while i1 < d1:
curcr1 = tt1[i1]
if _gcd(restn2[i2], n1[i1]) == n1[i1]:
# The whole core1 fits to core2. Convolve it
if (i1 < d1 - 1) and (needQRs): # QR to the next core - for safety
curcr1 = _np.reshape(
curcr1, (r1[i1] * n1[i1], r1[i1 + 1]), order='F')
[curcr1, rv] = _np.linalg.qr(curcr1)
curcr12 = tt1[i1 + 1]
curcr12 = _np.reshape(
curcr12, (r1[i1 + 1], n1[i1 + 1] * r1[i1 + 2]), order='F')
curcr12 = _np.dot(rv, curcr12)
r1[i1 + 1] = curcr12.shape[0]
tt1[i1 + 1] = _np.reshape(curcr12,
(r1[i1 + 1],
n1[i1 + 1],
r1[i1 + 2]),
order='F')
# Actually merge is here
curcr1 = _np.reshape(
curcr1, (r1[i1], n1[i1] * r1[i1 + 1]), order='F')
curcr2 = _np.dot(curcr2, curcr1) # size r21*nold, dn*r22
if ismatrix: # Permute if we are working with tt_matrix
curcr2 = _np.reshape(curcr2, (r2[i2], n2_n[i2], n2_m[i2], n1_n[
i1], n1_m[i1], r1[i1 + 1]), order='F')
curcr2 = _np.transpose(curcr2, [0, 1, 3, 2, 4, 5])
# Update the "matrix" sizes
n2_n[i2] = n2_n[i2] * n1_n[i1]
n2_m[i2] = n2_m[i2] * n1_m[i1]
restn2_n[i2] = restn2_n[i2] // n1_n[i1]
restn2_m[i2] = restn2_m[i2] // n1_m[i1]
r2[i2 + 1] = r1[i1 + 1]
# Update the sizes of tt2
n2[i2] = n2[i2] * n1[i1]
restn2[i2] = restn2[i2] // n1[i1]
curcr2 = _np.reshape(
curcr2, (r2[i2] * n2[i2], r2[i2 + 1]), order='F')
i1 = i1 + 1 # current core1 is over
else:
if (_gcd(restn2[i2], n1[i1]) != 1) or (restn2[i2] == 1):
# There exists a nontrivial divisor, or a singleton requested
# Split it and convolve
n12 = _gcd(restn2[i2], n1[i1])
if ismatrix: # Permute before the truncation
# _matrix sizes we are able to split
n12_n = _gcd(restn2_n[i2], n1_n[i1])
n12_m = _gcd(restn2_m[i2], n1_m[i1])
curcr1 = _np.reshape(curcr1,
(r1[i1],
n12_n,
n1_n[i1] // n12_n,
n12_m,
n1_m[i1] // n12_m,
r1[i1 + 1]),
order='F')
curcr1 = _np.transpose(curcr1, [0, 1, 3, 2, 4, 5])
# Update the _matrix sizes of tt2 and tt1
n2_n[i2] = n2_n[i2] * n12_n
n2_m[i2] = n2_m[i2] * n12_m
restn2_n[i2] = restn2_n[i2] // n12_n
restn2_m[i2] = restn2_m[i2] // n12_m
n1_n[i1] = n1_n[i1] // n12_n
n1_m[i1] = n1_m[i1] // n12_m
curcr1 = _np.reshape(
curcr1, (r1[i1] * n12, (n1[i1] // n12) * r1[i1 + 1]), order='F')
[u, s, v] = _np.linalg.svd(curcr1, full_matrices=False)
r = _my_chop2(s, eps * _np.linalg.norm(s) / (d2 - 1) ** 0.5)
u = u[:, :r]
v = v.T
v = v[:, :r] * s[:r]
u = _np.reshape(u, (r1[i1], n12 * r), order='F')
# u is our admissible chunk, merge it to core2
curcr2 = _np.dot(curcr2, u) # size r21*nold, dn*r22
r2[i2 + 1] = r
# Update the sizes of tt2
n2[i2] = n2[i2] * n12
restn2[i2] = restn2[i2] // n12
curcr2 = _np.reshape(
curcr2, (r2[i2] * n2[i2], r2[i2 + 1]), order='F')
r1[i1] = r
# and tt1
n1[i1] = n1[i1] // n12
# keep v in tt1 for next operations
curcr1 = _np.reshape(
v.T, (r1[i1], n1[i1], r1[i1 + 1]), order='F')
tt1[i1] = curcr1
else:
# Bad case. We have to merge cores of tt1 until a common
# divisor appears
i1new = i1 + 1
curcr1 = _np.reshape(
curcr1, (r1[i1] * n1[i1], r1[i1 + 1]), order='F')
while (_gcd(restn2[i2], n1[i1]) == 1) and (i1new < d1):
cr1new = tt1[i1new]
cr1new = _np.reshape(
cr1new, (r1[i1new], n1[i1new] * r1[i1new + 1]), order='F')
# size r1(i1)*n1(i1), n1new*r1new
curcr1 = _np.dot(curcr1, cr1new)
if ismatrix: # Permutes and _matrix size updates
curcr1 = _np.reshape(curcr1, (r1[i1], n1_n[i1], n1_m[i1], n1_n[
i1new], n1_m[i1new], r1[i1new + 1]), order='F')
curcr1 = _np.transpose(curcr1, [0, 1, 3, 2, 4, 5])
n1_n[i1] = n1_n[i1] * n1_n[i1new]
n1_m[i1] = n1_m[i1] * n1_m[i1new]
n1[i1] = n1[i1] * n1[i1new]
curcr1 = _np.reshape(
curcr1, (r1[i1] * n1[i1], r1[i1new + 1]), order='F')
i1new = i1new + 1
# Inner cores merged => squeeze tt1 data
n1 = _np.concatenate((n1[:i1], n1[i1new:]))
r1 = _np.concatenate((r1[:i1], r1[i1new:]))
tt1[i] = _np.reshape(
curcr1, (r1[i1], n1[i1], r1[i1new]), order='F')
tt1 = tt1[:i1] + tt1[i1new:]
d1 = len(n1)
if (restn2[i2] == 1) and ((i1 >= d1) or ((i1 < d1) and (n1[i1] != 1))):
# The core of tt2 is finished
# The second condition prevents core2 from finishing until we
# squeeze all tailing singletons in tt1.
curcr2 = curcr2.flatten(order='F')
core2 = _np.concatenate((core2, curcr2))
i2 = i2 + 1
# Start new core2
curcr2 = 1
# If we have been asked for singletons - just add them
while (i2 < d2):
core2 = _np.concatenate((core2, _np.ones(1)))
r2[i2] = 1
i2 = i2 + 1
tt2 = ones(2, 1) # dummy tensor
tt2.d = d2
tt2.n = n2
tt2.r = r2
tt2.core = core2
tt2.ps = _np.int32(_np.cumsum(_np.concatenate((_np.ones(1), r2[:-1] * n2 * r2[1:]))))
tt2.n[0] = tt2.n[0] // rl
tt2.n[d2 - 1] = tt2.n[d2 - 1] // rr
tt2.r[0] = rl
tt2.r[d2] = rr
if ismatrix:
ttt = eye(1, 1) # dummy tt _matrix
ttt.n = sz_n
ttt.m = sz_m
ttt.tt = tt2
return ttt
else:
return tt2 | python | def reshape(tt_array, shape, eps=1e-14, rl=1, rr=1):
''' Reshape of the TT-vector
[TT1]=TT_RESHAPE(TT,SZ) reshapes TT-vector or TT-matrix into another
with mode sizes SZ, accuracy 1e-14
[TT1]=TT_RESHAPE(TT,SZ,EPS) reshapes TT-vector/matrix into another with
mode sizes SZ and accuracy EPS
[TT1]=TT_RESHAPE(TT,SZ,EPS, RL) reshapes TT-vector/matrix into another
with mode size SZ and left tail rank RL
[TT1]=TT_RESHAPE(TT,SZ,EPS, RL, RR) reshapes TT-vector/matrix into
another with mode size SZ and tail ranks RL*RR
Reshapes TT-vector/matrix into a new one, with dimensions specified by SZ.
If the i_nput is TT-matrix, SZ must have the sizes for both modes,
so it is a _matrix if sizes d2-by-2.
If the i_nput is TT-vector, SZ may be either a column or a row _vector.
'''
tt1 = _cp.deepcopy(tt_array)
sz = _cp.deepcopy(shape)
ismatrix = False
if isinstance(tt1, _matrix.matrix):
d1 = tt1.tt.d
d2 = sz.shape[0]
ismatrix = True
# The size should be [n,m] in R^{d x 2}
restn2_n = sz[:, 0]
restn2_m = sz[:, 1]
sz_n = _cp.copy(sz[:, 0])
sz_m = _cp.copy(sz[:, 1])
n1_n = tt1.n
n1_m = tt1.m
# We will split/convolve using the _vector form anyway
sz = _np.prod(sz, axis=1)
tt1 = tt1.tt
else:
d1 = tt1.d
d2 = len(sz)
# Recompute sz to include r0,rd,
# and the items of tt1
sz[0] = sz[0] * rl
sz[d2 - 1] = sz[d2 - 1] * rr
tt1.n[0] = tt1.n[0] * tt1.r[0]
tt1.n[d1 - 1] = tt1.n[d1 - 1] * tt1.r[d1]
if ismatrix: # in _matrix: 1st tail rank goes to the n-mode, last to the m-mode
restn2_n[0] = restn2_n[0] * rl
restn2_m[d2 - 1] = restn2_m[d2 - 1] * rr
n1_n[0] = n1_n[0] * tt1.r[0]
n1_m[d1 - 1] = n1_m[d1 - 1] * tt1.r[d1]
tt1.r[0] = 1
tt1.r[d1] = 1
n1 = tt1.n
assert _np.prod(n1) == _np.prod(sz), 'Reshape: incorrect sizes'
needQRs = False
if d2 > d1:
needQRs = True
if d2 <= d1:
i2 = 0
n2 = _cp.deepcopy(sz)
for i1 in range(d1):
if n2[i2] == 1:
i2 = i2 + 1
if i2 > d2:
break
if n2[i2] % n1[i1] == 0:
n2[i2] = n2[i2] // n1[i1]
else:
needQRs = True
break
r1 = tt1.r
tt1 = tt1.to_list(tt1)
if needQRs: # We have to split some cores -> perform QRs
for i in range(d1 - 1, 0, -1):
cr = tt1[i]
cr = _np.reshape(cr, (r1[i], n1[i] * r1[i + 1]), order='F')
[cr, rv] = _np.linalg.qr(cr.T) # Size n*r2, r1new - r1nwe,r1
cr0 = tt1[i - 1]
cr0 = _np.reshape(cr0, (r1[i - 1] * n1[i - 1], r1[i]), order='F')
cr0 = _np.dot(cr0, rv.T) # r0*n0, r1new
r1[i] = cr.shape[1]
cr0 = _np.reshape(cr0, (r1[i - 1], n1[i - 1], r1[i]), order='F')
cr = _np.reshape(cr.T, (r1[i], n1[i], r1[i + 1]), order='F')
tt1[i] = cr
tt1[i - 1] = cr0
r2 = _np.ones(d2 + 1, dtype=_np.int32)
i1 = 0 # Working index in tt1
i2 = 0 # Working index in tt2
core2 = _np.zeros((0))
curcr2 = 1
restn2 = sz
n2 = _np.ones(d2, dtype=_np.int32)
if ismatrix:
n2_n = _np.ones(d2, dtype=_np.int32)
n2_m = _np.ones(d2, dtype=_np.int32)
while i1 < d1:
curcr1 = tt1[i1]
if _gcd(restn2[i2], n1[i1]) == n1[i1]:
# The whole core1 fits to core2. Convolve it
if (i1 < d1 - 1) and (needQRs): # QR to the next core - for safety
curcr1 = _np.reshape(
curcr1, (r1[i1] * n1[i1], r1[i1 + 1]), order='F')
[curcr1, rv] = _np.linalg.qr(curcr1)
curcr12 = tt1[i1 + 1]
curcr12 = _np.reshape(
curcr12, (r1[i1 + 1], n1[i1 + 1] * r1[i1 + 2]), order='F')
curcr12 = _np.dot(rv, curcr12)
r1[i1 + 1] = curcr12.shape[0]
tt1[i1 + 1] = _np.reshape(curcr12,
(r1[i1 + 1],
n1[i1 + 1],
r1[i1 + 2]),
order='F')
# Actually merge is here
curcr1 = _np.reshape(
curcr1, (r1[i1], n1[i1] * r1[i1 + 1]), order='F')
curcr2 = _np.dot(curcr2, curcr1) # size r21*nold, dn*r22
if ismatrix: # Permute if we are working with tt_matrix
curcr2 = _np.reshape(curcr2, (r2[i2], n2_n[i2], n2_m[i2], n1_n[
i1], n1_m[i1], r1[i1 + 1]), order='F')
curcr2 = _np.transpose(curcr2, [0, 1, 3, 2, 4, 5])
# Update the "matrix" sizes
n2_n[i2] = n2_n[i2] * n1_n[i1]
n2_m[i2] = n2_m[i2] * n1_m[i1]
restn2_n[i2] = restn2_n[i2] // n1_n[i1]
restn2_m[i2] = restn2_m[i2] // n1_m[i1]
r2[i2 + 1] = r1[i1 + 1]
# Update the sizes of tt2
n2[i2] = n2[i2] * n1[i1]
restn2[i2] = restn2[i2] // n1[i1]
curcr2 = _np.reshape(
curcr2, (r2[i2] * n2[i2], r2[i2 + 1]), order='F')
i1 = i1 + 1 # current core1 is over
else:
if (_gcd(restn2[i2], n1[i1]) != 1) or (restn2[i2] == 1):
# There exists a nontrivial divisor, or a singleton requested
# Split it and convolve
n12 = _gcd(restn2[i2], n1[i1])
if ismatrix: # Permute before the truncation
# _matrix sizes we are able to split
n12_n = _gcd(restn2_n[i2], n1_n[i1])
n12_m = _gcd(restn2_m[i2], n1_m[i1])
curcr1 = _np.reshape(curcr1,
(r1[i1],
n12_n,
n1_n[i1] // n12_n,
n12_m,
n1_m[i1] // n12_m,
r1[i1 + 1]),
order='F')
curcr1 = _np.transpose(curcr1, [0, 1, 3, 2, 4, 5])
# Update the _matrix sizes of tt2 and tt1
n2_n[i2] = n2_n[i2] * n12_n
n2_m[i2] = n2_m[i2] * n12_m
restn2_n[i2] = restn2_n[i2] // n12_n
restn2_m[i2] = restn2_m[i2] // n12_m
n1_n[i1] = n1_n[i1] // n12_n
n1_m[i1] = n1_m[i1] // n12_m
curcr1 = _np.reshape(
curcr1, (r1[i1] * n12, (n1[i1] // n12) * r1[i1 + 1]), order='F')
[u, s, v] = _np.linalg.svd(curcr1, full_matrices=False)
r = _my_chop2(s, eps * _np.linalg.norm(s) / (d2 - 1) ** 0.5)
u = u[:, :r]
v = v.T
v = v[:, :r] * s[:r]
u = _np.reshape(u, (r1[i1], n12 * r), order='F')
# u is our admissible chunk, merge it to core2
curcr2 = _np.dot(curcr2, u) # size r21*nold, dn*r22
r2[i2 + 1] = r
# Update the sizes of tt2
n2[i2] = n2[i2] * n12
restn2[i2] = restn2[i2] // n12
curcr2 = _np.reshape(
curcr2, (r2[i2] * n2[i2], r2[i2 + 1]), order='F')
r1[i1] = r
# and tt1
n1[i1] = n1[i1] // n12
# keep v in tt1 for next operations
curcr1 = _np.reshape(
v.T, (r1[i1], n1[i1], r1[i1 + 1]), order='F')
tt1[i1] = curcr1
else:
# Bad case. We have to merge cores of tt1 until a common
# divisor appears
i1new = i1 + 1
curcr1 = _np.reshape(
curcr1, (r1[i1] * n1[i1], r1[i1 + 1]), order='F')
while (_gcd(restn2[i2], n1[i1]) == 1) and (i1new < d1):
cr1new = tt1[i1new]
cr1new = _np.reshape(
cr1new, (r1[i1new], n1[i1new] * r1[i1new + 1]), order='F')
# size r1(i1)*n1(i1), n1new*r1new
curcr1 = _np.dot(curcr1, cr1new)
if ismatrix: # Permutes and _matrix size updates
curcr1 = _np.reshape(curcr1, (r1[i1], n1_n[i1], n1_m[i1], n1_n[
i1new], n1_m[i1new], r1[i1new + 1]), order='F')
curcr1 = _np.transpose(curcr1, [0, 1, 3, 2, 4, 5])
n1_n[i1] = n1_n[i1] * n1_n[i1new]
n1_m[i1] = n1_m[i1] * n1_m[i1new]
n1[i1] = n1[i1] * n1[i1new]
curcr1 = _np.reshape(
curcr1, (r1[i1] * n1[i1], r1[i1new + 1]), order='F')
i1new = i1new + 1
# Inner cores merged => squeeze tt1 data
n1 = _np.concatenate((n1[:i1], n1[i1new:]))
r1 = _np.concatenate((r1[:i1], r1[i1new:]))
tt1[i] = _np.reshape(
curcr1, (r1[i1], n1[i1], r1[i1new]), order='F')
tt1 = tt1[:i1] + tt1[i1new:]
d1 = len(n1)
if (restn2[i2] == 1) and ((i1 >= d1) or ((i1 < d1) and (n1[i1] != 1))):
# The core of tt2 is finished
# The second condition prevents core2 from finishing until we
# squeeze all tailing singletons in tt1.
curcr2 = curcr2.flatten(order='F')
core2 = _np.concatenate((core2, curcr2))
i2 = i2 + 1
# Start new core2
curcr2 = 1
# If we have been asked for singletons - just add them
while (i2 < d2):
core2 = _np.concatenate((core2, _np.ones(1)))
r2[i2] = 1
i2 = i2 + 1
tt2 = ones(2, 1) # dummy tensor
tt2.d = d2
tt2.n = n2
tt2.r = r2
tt2.core = core2
tt2.ps = _np.int32(_np.cumsum(_np.concatenate((_np.ones(1), r2[:-1] * n2 * r2[1:]))))
tt2.n[0] = tt2.n[0] // rl
tt2.n[d2 - 1] = tt2.n[d2 - 1] // rr
tt2.r[0] = rl
tt2.r[d2] = rr
if ismatrix:
ttt = eye(1, 1) # dummy tt _matrix
ttt.n = sz_n
ttt.m = sz_m
ttt.tt = tt2
return ttt
else:
return tt2 | [
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"isma... | Reshape of the TT-vector
[TT1]=TT_RESHAPE(TT,SZ) reshapes TT-vector or TT-matrix into another
with mode sizes SZ, accuracy 1e-14
[TT1]=TT_RESHAPE(TT,SZ,EPS) reshapes TT-vector/matrix into another with
mode sizes SZ and accuracy EPS
[TT1]=TT_RESHAPE(TT,SZ,EPS, RL) reshapes TT-vector/matrix into another
with mode size SZ and left tail rank RL
[TT1]=TT_RESHAPE(TT,SZ,EPS, RL, RR) reshapes TT-vector/matrix into
another with mode size SZ and tail ranks RL*RR
Reshapes TT-vector/matrix into a new one, with dimensions specified by SZ.
If the i_nput is TT-matrix, SZ must have the sizes for both modes,
so it is a _matrix if sizes d2-by-2.
If the i_nput is TT-vector, SZ may be either a column or a row _vector. | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L904-L1164 | train | Reshapes TT - vector or TT - matrix into another with the specified shape. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\157' + chr(0b110010) + '\x32' + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(1245 - 1197) + '\x6f' + '\x32' + chr(0b110000) + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + chr(3750 - 3639) + '\x31' + '\x34' + chr(0b10100 + 0o37), ord("\x08")), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + chr(0b11 + 0o62) + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + '\x34' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(49) + chr(0b100111 + 0o17) + chr(2085 - 2030), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1000001 + 0o56) + chr(0b10100 + 0o36) + chr(0b1000 + 0o56) + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11010 + 0o31) + '\060' + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(54) + '\067', 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110110), 59019 - 59011), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(10895 - 10784) + chr(0b110001) + chr(0b10101 + 0o41) + chr(1446 - 1396), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(867 - 756) + '\063' + chr(0b110100) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\065' + '\x32', 52269 - 52261), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(54) + chr(49), 28024 - 28016), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110011) + chr(0b110000) + chr(0b110011), 49290 - 49282), nzTpIcepk0o8(chr(562 - 514) + '\157' + '\062' + chr(0b101011 + 0o10), 62414 - 62406), nzTpIcepk0o8('\060' + chr(111) + chr(0b10100 + 0o36) + '\x36' + '\x31', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x30' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(231 - 183) + chr(111) + '\065' + chr(54), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(2522 - 2470) + '\x31', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + chr(0b100001 + 0o25) + chr(0b110101), 23146 - 23138), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011) + chr(1388 - 1338) + '\067', 0b1000), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(1307 - 1196) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1100000 + 0o17) + chr(50) + chr(51) + chr(2397 - 2342), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + '\x33' + '\064', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110100) + chr(49), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b100000 + 0o117) + chr(2448 - 2398) + chr(51) + chr(0b10101 + 0o42), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(48), 51268 - 51260), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + '\062' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110 + 0o52) + '\157' + chr(0b110001) + chr(0b100001 + 0o22) + chr(0b1111 + 0o44), 44383 - 44375), nzTpIcepk0o8('\060' + chr(6041 - 5930) + chr(1989 - 1940) + chr(0b110000) + chr(0b1101 + 0o51), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b111110 + 0o61) + '\x33' + chr(48) + chr(54), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b10100 + 0o37) + '\x34' + chr(55), 0o10), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b1101111) + '\x33' + '\063' + chr(2071 - 2022), 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + chr(2316 - 2266) + chr(52) + '\060', 10849 - 10841), nzTpIcepk0o8('\060' + chr(7381 - 7270) + '\x31' + chr(0b101111 + 0o2) + '\067', 35102 - 35094), nzTpIcepk0o8(chr(48) + '\x6f' + '\x37' + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(76 - 28) + '\157' + chr(2125 - 2076) + '\x33' + chr(975 - 920), 22100 - 22092)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(111) + chr(0b110101) + chr(1001 - 953), 43370 - 43362)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xb8'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1001011 + 0o44) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1011001 + 0o33) + chr(0b1100110) + chr(45) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def OM076lzCYnVV(WNhpvlk3uW76, lhbM092AFW8f, IEvDzBqncWsk=1e-14, VF0hh3DsRw4o=nzTpIcepk0o8(chr(816 - 768) + '\x6f' + chr(0b1011 + 0o46), 0o10), ubbTlOIe_i_x=nzTpIcepk0o8('\060' + '\157' + '\061', 8)):
Z1hfDf3NL_mO = roLQXHGTPRYt.deepcopy(WNhpvlk3uW76)
G4U5vqz_1g79 = roLQXHGTPRYt.deepcopy(lhbM092AFW8f)
j50Go68ZohYY = nzTpIcepk0o8(chr(48) + chr(8525 - 8414) + '\x30', 8)
if suIjIS24Zkqw(Z1hfDf3NL_mO, roI3spqORKae(WaKzx4ufhHGb, roI3spqORKae(ES5oEprVxulp(b'\xfd\xe5\rW;\x0f\x80\x90\x0e]%\xaf'), chr(3096 - 2996) + chr(0b1100101) + '\x63' + chr(0b1101111 + 0o0) + chr(0b1100100) + chr(2612 - 2511))(chr(117) + chr(8588 - 8472) + chr(102) + chr(0b101101) + chr(0b111000)))):
n6rotHTVu42X = Z1hfDf3NL_mO.tt.vPPlOXQgR3SM
PAfFNjUIOLoy = G4U5vqz_1g79.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + chr(0b101101 + 0o102) + chr(0b110000), 8)]
j50Go68ZohYY = nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(111) + chr(0b10 + 0o57), 8)
hISuJvHxpkxa = G4U5vqz_1g79[:, nzTpIcepk0o8(chr(48) + '\x6f' + chr(48), 8)]
Rosk4T8Tnukh = G4U5vqz_1g79[:, nzTpIcepk0o8('\060' + chr(111) + chr(1757 - 1708), 8)]
kyW01x5cQpZD = roLQXHGTPRYt.copy(G4U5vqz_1g79[:, nzTpIcepk0o8('\x30' + '\x6f' + '\x30', 8)])
wcmra_Dtm5cH = roLQXHGTPRYt.copy(G4U5vqz_1g79[:, nzTpIcepk0o8(chr(0b110000) + chr(0b1001110 + 0o41) + chr(0b11000 + 0o31), 8)])
fw1o12mbfUc8 = Z1hfDf3NL_mO.NoZxuO7wjArS
m_u6efrX_ljv = Z1hfDf3NL_mO.tF75nqoNENFL
G4U5vqz_1g79 = uooDotmTYEgP.prod(G4U5vqz_1g79, axis=nzTpIcepk0o8(chr(95 - 47) + chr(5773 - 5662) + '\x31', 8))
Z1hfDf3NL_mO = Z1hfDf3NL_mO.RuxMtHuKbM7x
else:
n6rotHTVu42X = Z1hfDf3NL_mO.vPPlOXQgR3SM
PAfFNjUIOLoy = ftfygxgFas5X(G4U5vqz_1g79)
G4U5vqz_1g79[nzTpIcepk0o8(chr(66 - 18) + chr(1347 - 1236) + chr(48), 8)] = G4U5vqz_1g79[nzTpIcepk0o8(chr(48) + '\157' + chr(1569 - 1521), 8)] * VF0hh3DsRw4o
G4U5vqz_1g79[PAfFNjUIOLoy - nzTpIcepk0o8('\x30' + '\157' + chr(49), 8)] = G4U5vqz_1g79[PAfFNjUIOLoy - nzTpIcepk0o8('\x30' + chr(111) + '\x31', 8)] * ubbTlOIe_i_x
Z1hfDf3NL_mO.NoZxuO7wjArS[nzTpIcepk0o8(chr(0b110000) + chr(6168 - 6057) + chr(0b110000), 8)] = Z1hfDf3NL_mO.NoZxuO7wjArS[nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x30', 8)] * Z1hfDf3NL_mO.LCrwg7lcbmU9[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x30', 8)]
Z1hfDf3NL_mO.NoZxuO7wjArS[n6rotHTVu42X - nzTpIcepk0o8('\060' + chr(5522 - 5411) + '\061', 8)] = Z1hfDf3NL_mO.NoZxuO7wjArS[n6rotHTVu42X - nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8)] * Z1hfDf3NL_mO.LCrwg7lcbmU9[n6rotHTVu42X]
if j50Go68ZohYY:
hISuJvHxpkxa[nzTpIcepk0o8('\x30' + chr(0b110101 + 0o72) + chr(48), 8)] = hISuJvHxpkxa[nzTpIcepk0o8(chr(0b110000) + chr(3349 - 3238) + '\060', 8)] * VF0hh3DsRw4o
Rosk4T8Tnukh[PAfFNjUIOLoy - nzTpIcepk0o8('\x30' + chr(1937 - 1826) + chr(2283 - 2234), 8)] = Rosk4T8Tnukh[PAfFNjUIOLoy - nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001), 8)] * ubbTlOIe_i_x
fw1o12mbfUc8[nzTpIcepk0o8(chr(1791 - 1743) + chr(111) + chr(0b110000), 8)] = fw1o12mbfUc8[nzTpIcepk0o8(chr(48) + chr(111) + chr(48), 8)] * Z1hfDf3NL_mO.LCrwg7lcbmU9[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\060', 8)]
m_u6efrX_ljv[n6rotHTVu42X - nzTpIcepk0o8('\x30' + chr(425 - 314) + '\061', 8)] = m_u6efrX_ljv[n6rotHTVu42X - nzTpIcepk0o8(chr(1441 - 1393) + chr(0b1101111) + chr(49), 8)] * Z1hfDf3NL_mO.LCrwg7lcbmU9[n6rotHTVu42X]
Z1hfDf3NL_mO.LCrwg7lcbmU9[nzTpIcepk0o8(chr(1394 - 1346) + '\x6f' + chr(48), 8)] = nzTpIcepk0o8(chr(0b10011 + 0o35) + '\157' + chr(1754 - 1705), 8)
Z1hfDf3NL_mO.LCrwg7lcbmU9[n6rotHTVu42X] = nzTpIcepk0o8('\060' + chr(0b1101111) + '\061', 8)
YYJGqULB4ite = Z1hfDf3NL_mO.NoZxuO7wjArS
assert roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\xe6\xf4\x0cJ'), chr(0b1100100) + chr(101) + '\143' + '\157' + chr(8373 - 8273) + chr(0b1100 + 0o131))(chr(8241 - 8124) + chr(0b1010011 + 0o41) + chr(102) + chr(300 - 255) + '\x38'))(YYJGqULB4ite) == roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\xe6\xf4\x0cJ'), chr(5556 - 5456) + chr(0b1100011 + 0o2) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(101))(chr(5791 - 5674) + chr(228 - 112) + chr(0b1100110) + chr(45) + chr(0b1011 + 0o55)))(G4U5vqz_1g79), roI3spqORKae(ES5oEprVxulp(b'\xc4\xe3\x10F\x03\x07\xd4\xf8Wg\x1c\x83EC\xb1v\xd2\xf6\x0e\x92\x1c\xadc\xec'), chr(100) + chr(0b1011111 + 0o6) + '\143' + '\x6f' + '\x64' + chr(101))(chr(117) + '\x74' + '\x66' + '\x2d' + chr(2501 - 2445))
SoHUYCEdCGFV = nzTpIcepk0o8(chr(0b110000) + chr(0b111 + 0o150) + chr(48), 8)
if PAfFNjUIOLoy > n6rotHTVu42X:
SoHUYCEdCGFV = nzTpIcepk0o8('\x30' + '\157' + chr(1215 - 1166), 8)
if PAfFNjUIOLoy <= n6rotHTVu42X:
g3mwmzPoi8YF = nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(3407 - 3296) + '\x30', 8)
vX1Eq0k9zbZq = roLQXHGTPRYt.deepcopy(G4U5vqz_1g79)
for ZS5P6RZOh020 in bbT2xIe5pzk7(n6rotHTVu42X):
if vX1Eq0k9zbZq[g3mwmzPoi8YF] == nzTpIcepk0o8(chr(157 - 109) + chr(3819 - 3708) + chr(1613 - 1564), 8):
g3mwmzPoi8YF = g3mwmzPoi8YF + nzTpIcepk0o8(chr(48) + chr(1402 - 1291) + '\x31', 8)
if g3mwmzPoi8YF > PAfFNjUIOLoy:
break
if vX1Eq0k9zbZq[g3mwmzPoi8YF] % YYJGqULB4ite[ZS5P6RZOh020] == nzTpIcepk0o8('\060' + chr(0b110101 + 0o72) + chr(0b110000), 8):
vX1Eq0k9zbZq[g3mwmzPoi8YF] = vX1Eq0k9zbZq[g3mwmzPoi8YF] // YYJGqULB4ite[ZS5P6RZOh020]
else:
SoHUYCEdCGFV = nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b10000 + 0o41), 8)
break
ci4QsYUbQCyU = Z1hfDf3NL_mO.LCrwg7lcbmU9
Z1hfDf3NL_mO = Z1hfDf3NL_mO.to_list(Z1hfDf3NL_mO)
if SoHUYCEdCGFV:
for ZlbFMSG8gCoF in bbT2xIe5pzk7(n6rotHTVu42X - nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1101111) + chr(49), 8), nzTpIcepk0o8(chr(48) + chr(111) + '\x30', 8), -nzTpIcepk0o8(chr(740 - 692) + chr(0b1101111) + '\061', 8)):
NYr8NJTXQItJ = Z1hfDf3NL_mO[ZlbFMSG8gCoF]
NYr8NJTXQItJ = uooDotmTYEgP.reshape(NYr8NJTXQItJ, (ci4QsYUbQCyU[ZlbFMSG8gCoF], YYJGqULB4ite[ZlbFMSG8gCoF] * ci4QsYUbQCyU[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1115 - 1067) + chr(0b1101111) + chr(0b110001), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\144' + chr(0b1100101) + chr(99) + chr(614 - 503) + chr(0b1100100) + chr(0b11 + 0o142))(chr(8982 - 8865) + '\x74' + chr(0b1100110) + chr(1837 - 1792) + chr(2382 - 2326)))
[NYr8NJTXQItJ, EevyxCVqyJhw] = uooDotmTYEgP.linalg.qr(NYr8NJTXQItJ.hq6XE4_Nhd6R)
DZjlJbH4mjVA = Z1hfDf3NL_mO[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(1174 - 1126) + chr(8603 - 8492) + chr(0b1011 + 0o46), 8)]
DZjlJbH4mjVA = uooDotmTYEgP.reshape(DZjlJbH4mjVA, (ci4QsYUbQCyU[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(0b1000 + 0o50) + '\x6f' + chr(49), 8)] * YYJGqULB4ite[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + chr(5505 - 5394) + '\061', 8)], ci4QsYUbQCyU[ZlbFMSG8gCoF]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\144' + '\x65' + '\x63' + chr(0b111101 + 0o62) + '\x64' + '\145')('\165' + chr(0b1110100) + chr(0b1 + 0o145) + chr(45) + '\x38'))
DZjlJbH4mjVA = uooDotmTYEgP.dot(DZjlJbH4mjVA, EevyxCVqyJhw.hq6XE4_Nhd6R)
ci4QsYUbQCyU[ZlbFMSG8gCoF] = NYr8NJTXQItJ.lhbM092AFW8f[nzTpIcepk0o8(chr(48) + '\x6f' + chr(2112 - 2063), 8)]
DZjlJbH4mjVA = uooDotmTYEgP.reshape(DZjlJbH4mjVA, (ci4QsYUbQCyU[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(1795 - 1747) + '\x6f' + '\061', 8)], YYJGqULB4ite[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b100001 + 0o20), 8)], ci4QsYUbQCyU[ZlbFMSG8gCoF]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(8484 - 8384) + '\x65' + chr(0b1100011 + 0o0) + chr(0b101101 + 0o102) + chr(0b110100 + 0o60) + chr(0b1100101))(chr(117) + '\164' + chr(0b1010001 + 0o25) + chr(1166 - 1121) + chr(56)))
NYr8NJTXQItJ = uooDotmTYEgP.reshape(NYr8NJTXQItJ.hq6XE4_Nhd6R, (ci4QsYUbQCyU[ZlbFMSG8gCoF], YYJGqULB4ite[ZlbFMSG8gCoF], ci4QsYUbQCyU[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1349 - 1301) + '\x6f' + chr(0b110001), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\144' + chr(0b1100101) + chr(7121 - 7022) + chr(10489 - 10378) + chr(6969 - 6869) + chr(0b1100101))(chr(0b10000 + 0o145) + chr(0b1110100) + chr(0b1100110) + chr(1311 - 1266) + chr(0b111000)))
Z1hfDf3NL_mO[ZlbFMSG8gCoF] = NYr8NJTXQItJ
Z1hfDf3NL_mO[ZlbFMSG8gCoF - nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8)] = DZjlJbH4mjVA
x6O2NVJZX7i_ = uooDotmTYEgP.rYPkZ8_2D0X1(PAfFNjUIOLoy + nzTpIcepk0o8('\060' + chr(0b0 + 0o157) + chr(678 - 629), 8), dtype=uooDotmTYEgP.int32)
ZS5P6RZOh020 = nzTpIcepk0o8(chr(1363 - 1315) + chr(0b1101111) + '\060', 8)
g3mwmzPoi8YF = nzTpIcepk0o8(chr(48) + chr(111) + chr(0b1 + 0o57), 8)
dycAgUW89VxR = uooDotmTYEgP.UmwwEp7MzR6q(nzTpIcepk0o8('\060' + chr(111) + chr(0b100001 + 0o17), 8))
jw8Z7ktyq6DP = nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110001), 8)
FcbsAzPDGW44 = G4U5vqz_1g79
vX1Eq0k9zbZq = uooDotmTYEgP.rYPkZ8_2D0X1(PAfFNjUIOLoy, dtype=uooDotmTYEgP.int32)
if j50Go68ZohYY:
jCmcZA1xmoCE = uooDotmTYEgP.rYPkZ8_2D0X1(PAfFNjUIOLoy, dtype=uooDotmTYEgP.int32)
CzuUEOVS5yWc = uooDotmTYEgP.rYPkZ8_2D0X1(PAfFNjUIOLoy, dtype=uooDotmTYEgP.int32)
while ZS5P6RZOh020 < n6rotHTVu42X:
Qd5ewnBhBqak = Z1hfDf3NL_mO[ZS5P6RZOh020]
if Qydo_xm8FtLA(FcbsAzPDGW44[g3mwmzPoi8YF], YYJGqULB4ite[ZS5P6RZOh020]) == YYJGqULB4ite[ZS5P6RZOh020]:
if ZS5P6RZOh020 < n6rotHTVu42X - nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(0b11000 + 0o31), 8) and SoHUYCEdCGFV:
Qd5ewnBhBqak = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020] * YYJGqULB4ite[ZS5P6RZOh020], ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(48) + '\157' + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\144' + '\145' + chr(99) + chr(0b101111 + 0o100) + chr(0b111001 + 0o53) + chr(0b10010 + 0o123))(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + '\x38'))
[Qd5ewnBhBqak, EevyxCVqyJhw] = uooDotmTYEgP.linalg.qr(Qd5ewnBhBqak)
B4z9oQM8fuPA = Z1hfDf3NL_mO[ZS5P6RZOh020 + nzTpIcepk0o8(chr(48) + chr(389 - 278) + chr(0b100110 + 0o13), 8)]
B4z9oQM8fuPA = uooDotmTYEgP.reshape(B4z9oQM8fuPA, (ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8('\x30' + chr(0b101001 + 0o106) + chr(88 - 39), 8)], YYJGqULB4ite[ZS5P6RZOh020 + nzTpIcepk0o8(chr(48) + '\157' + '\061', 8)] * ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062', ord("\x08"))]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(100) + '\x65' + chr(99) + chr(111) + '\144' + '\x65')(chr(117) + '\164' + chr(0b1001011 + 0o33) + chr(0b10 + 0o53) + '\070'))
B4z9oQM8fuPA = uooDotmTYEgP.dot(EevyxCVqyJhw, B4z9oQM8fuPA)
ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(570 - 522) + '\157' + chr(0b1100 + 0o45), 8)] = B4z9oQM8fuPA.lhbM092AFW8f[nzTpIcepk0o8(chr(1529 - 1481) + '\157' + '\x30', 8)]
Z1hfDf3NL_mO[ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b110001), 8)] = uooDotmTYEgP.reshape(B4z9oQM8fuPA, (ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(111) + chr(1290 - 1241), 8)], YYJGqULB4ite[ZS5P6RZOh020 + nzTpIcepk0o8(chr(48) + chr(111) + chr(0b100010 + 0o17), 8)], ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + chr(0b110010), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1010000 + 0o24) + chr(0b1010111 + 0o16))(chr(117) + chr(116) + chr(0b1100101 + 0o1) + chr(0b101101) + chr(0b111000)))
Qd5ewnBhBqak = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020], YYJGqULB4ite[ZS5P6RZOh020] * ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(10706 - 10595) + chr(0b110001), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(5492 - 5392) + chr(6433 - 6332) + '\x63' + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(116) + '\x66' + chr(0b101010 + 0o3) + chr(56)))
jw8Z7ktyq6DP = uooDotmTYEgP.dot(jw8Z7ktyq6DP, Qd5ewnBhBqak)
if j50Go68ZohYY:
jw8Z7ktyq6DP = uooDotmTYEgP.reshape(jw8Z7ktyq6DP, (x6O2NVJZX7i_[g3mwmzPoi8YF], jCmcZA1xmoCE[g3mwmzPoi8YF], CzuUEOVS5yWc[g3mwmzPoi8YF], fw1o12mbfUc8[ZS5P6RZOh020], m_u6efrX_ljv[ZS5P6RZOh020], ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8('\x30' + chr(6834 - 6723) + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(1914 - 1814) + '\x65' + chr(0b1011111 + 0o4) + chr(9590 - 9479) + chr(0b10000 + 0o124) + chr(101))('\165' + chr(116) + chr(0b1100110) + '\055' + chr(56)))
jw8Z7ktyq6DP = uooDotmTYEgP.transpose(jw8Z7ktyq6DP, [nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b110000), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(0b11011 + 0o26), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(518 - 467), 8), nzTpIcepk0o8('\060' + chr(0b1100001 + 0o16) + '\x32', 8), nzTpIcepk0o8(chr(0b110000) + chr(2217 - 2106) + '\x34', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010 + 0o3), 23128 - 23120)])
jCmcZA1xmoCE[g3mwmzPoi8YF] = jCmcZA1xmoCE[g3mwmzPoi8YF] * fw1o12mbfUc8[ZS5P6RZOh020]
CzuUEOVS5yWc[g3mwmzPoi8YF] = CzuUEOVS5yWc[g3mwmzPoi8YF] * m_u6efrX_ljv[ZS5P6RZOh020]
hISuJvHxpkxa[g3mwmzPoi8YF] = hISuJvHxpkxa[g3mwmzPoi8YF] // fw1o12mbfUc8[ZS5P6RZOh020]
Rosk4T8Tnukh[g3mwmzPoi8YF] = Rosk4T8Tnukh[g3mwmzPoi8YF] // m_u6efrX_ljv[ZS5P6RZOh020]
x6O2NVJZX7i_[g3mwmzPoi8YF + nzTpIcepk0o8('\x30' + chr(4849 - 4738) + chr(0b101010 + 0o7), 8)] = ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(48) + '\157' + '\x31', 8)]
vX1Eq0k9zbZq[g3mwmzPoi8YF] = vX1Eq0k9zbZq[g3mwmzPoi8YF] * YYJGqULB4ite[ZS5P6RZOh020]
FcbsAzPDGW44[g3mwmzPoi8YF] = FcbsAzPDGW44[g3mwmzPoi8YF] // YYJGqULB4ite[ZS5P6RZOh020]
jw8Z7ktyq6DP = uooDotmTYEgP.reshape(jw8Z7ktyq6DP, (x6O2NVJZX7i_[g3mwmzPoi8YF] * vX1Eq0k9zbZq[g3mwmzPoi8YF], x6O2NVJZX7i_[g3mwmzPoi8YF + nzTpIcepk0o8('\x30' + chr(4271 - 4160) + chr(49), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(0b1100100) + chr(0b10111 + 0o116))(chr(117) + chr(0b10 + 0o162) + chr(0b101000 + 0o76) + '\x2d' + '\070'))
ZS5P6RZOh020 = ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31', 8)
elif Qydo_xm8FtLA(FcbsAzPDGW44[g3mwmzPoi8YF], YYJGqULB4ite[ZS5P6RZOh020]) != nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49), 8) or FcbsAzPDGW44[g3mwmzPoi8YF] == nzTpIcepk0o8(chr(1935 - 1887) + chr(8847 - 8736) + chr(49), 8):
YFPVY6mXeRqM = Qydo_xm8FtLA(FcbsAzPDGW44[g3mwmzPoi8YF], YYJGqULB4ite[ZS5P6RZOh020])
if j50Go68ZohYY:
rU5IbCVTBvq8 = Qydo_xm8FtLA(hISuJvHxpkxa[g3mwmzPoi8YF], fw1o12mbfUc8[ZS5P6RZOh020])
HJg2KN5KG8Um = Qydo_xm8FtLA(Rosk4T8Tnukh[g3mwmzPoi8YF], m_u6efrX_ljv[ZS5P6RZOh020])
Qd5ewnBhBqak = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020], rU5IbCVTBvq8, fw1o12mbfUc8[ZS5P6RZOh020] // rU5IbCVTBvq8, HJg2KN5KG8Um, m_u6efrX_ljv[ZS5P6RZOh020] // HJg2KN5KG8Um, ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b110000) + chr(10833 - 10722) + chr(49), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(5032 - 4932) + chr(101) + chr(0b1011000 + 0o13) + chr(5392 - 5281) + chr(4226 - 4126) + chr(0b11101 + 0o110))(chr(117) + '\164' + chr(3694 - 3592) + chr(0b101101) + '\070'))
Qd5ewnBhBqak = uooDotmTYEgP.transpose(Qd5ewnBhBqak, [nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(0b1000100 + 0o53) + chr(614 - 566), 8), nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + '\x31', 8), nzTpIcepk0o8(chr(48) + '\x6f' + '\063', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062', 8), nzTpIcepk0o8('\060' + '\x6f' + '\064', 8), nzTpIcepk0o8('\060' + chr(11633 - 11522) + chr(2709 - 2656), 8)])
jCmcZA1xmoCE[g3mwmzPoi8YF] = jCmcZA1xmoCE[g3mwmzPoi8YF] * rU5IbCVTBvq8
CzuUEOVS5yWc[g3mwmzPoi8YF] = CzuUEOVS5yWc[g3mwmzPoi8YF] * HJg2KN5KG8Um
hISuJvHxpkxa[g3mwmzPoi8YF] = hISuJvHxpkxa[g3mwmzPoi8YF] // rU5IbCVTBvq8
Rosk4T8Tnukh[g3mwmzPoi8YF] = Rosk4T8Tnukh[g3mwmzPoi8YF] // HJg2KN5KG8Um
fw1o12mbfUc8[ZS5P6RZOh020] = fw1o12mbfUc8[ZS5P6RZOh020] // rU5IbCVTBvq8
m_u6efrX_ljv[ZS5P6RZOh020] = m_u6efrX_ljv[ZS5P6RZOh020] // HJg2KN5KG8Um
Qd5ewnBhBqak = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020] * YFPVY6mXeRqM, YYJGqULB4ite[ZS5P6RZOh020] // YFPVY6mXeRqM * ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(237 - 189) + chr(0b110 + 0o151) + chr(0b110001), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(2059 - 1959) + '\145' + chr(0b1100011) + chr(111) + '\x64' + chr(101))('\165' + chr(2413 - 2297) + chr(0b1100110) + chr(0b101101) + '\070'))
[GRbsaHW8BT5I, PmE5_h409JAA, r7AA1pbLjb44] = uooDotmTYEgP.linalg.svd(Qd5ewnBhBqak, full_matrices=nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(3965 - 3854) + chr(0b111 + 0o51), 8))
LCrwg7lcbmU9 = gin2TM8omp5W(PmE5_h409JAA, IEvDzBqncWsk * uooDotmTYEgP.linalg.xBFFJFaziFDU(PmE5_h409JAA) / (PAfFNjUIOLoy - nzTpIcepk0o8(chr(0b100110 + 0o12) + '\157' + '\x31', 8)) ** 0.5)
GRbsaHW8BT5I = GRbsaHW8BT5I[:, :LCrwg7lcbmU9]
r7AA1pbLjb44 = r7AA1pbLjb44.hq6XE4_Nhd6R
r7AA1pbLjb44 = r7AA1pbLjb44[:, :LCrwg7lcbmU9] * PmE5_h409JAA[:LCrwg7lcbmU9]
GRbsaHW8BT5I = uooDotmTYEgP.reshape(GRbsaHW8BT5I, (ci4QsYUbQCyU[ZS5P6RZOh020], YFPVY6mXeRqM * LCrwg7lcbmU9), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\x64' + chr(5130 - 5029) + '\143' + '\157' + chr(0b1100100) + chr(101))('\165' + chr(0b1110100) + '\146' + chr(0b101101) + '\070'))
jw8Z7ktyq6DP = uooDotmTYEgP.dot(jw8Z7ktyq6DP, GRbsaHW8BT5I)
x6O2NVJZX7i_[g3mwmzPoi8YF + nzTpIcepk0o8(chr(48) + chr(0b1001000 + 0o47) + chr(1577 - 1528), 8)] = LCrwg7lcbmU9
vX1Eq0k9zbZq[g3mwmzPoi8YF] = vX1Eq0k9zbZq[g3mwmzPoi8YF] * YFPVY6mXeRqM
FcbsAzPDGW44[g3mwmzPoi8YF] = FcbsAzPDGW44[g3mwmzPoi8YF] // YFPVY6mXeRqM
jw8Z7ktyq6DP = uooDotmTYEgP.reshape(jw8Z7ktyq6DP, (x6O2NVJZX7i_[g3mwmzPoi8YF] * vX1Eq0k9zbZq[g3mwmzPoi8YF], x6O2NVJZX7i_[g3mwmzPoi8YF + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1431 - 1382), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(0b1010101 + 0o17) + '\x65' + chr(5418 - 5319) + '\x6f' + '\x64' + '\x65')(chr(0b1001 + 0o154) + chr(0b1110100) + '\146' + chr(45) + chr(56)))
ci4QsYUbQCyU[ZS5P6RZOh020] = LCrwg7lcbmU9
YYJGqULB4ite[ZS5P6RZOh020] = YYJGqULB4ite[ZS5P6RZOh020] // YFPVY6mXeRqM
Qd5ewnBhBqak = uooDotmTYEgP.reshape(r7AA1pbLjb44.hq6XE4_Nhd6R, (ci4QsYUbQCyU[ZS5P6RZOh020], YYJGqULB4ite[ZS5P6RZOh020], ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(1919 - 1871) + chr(6078 - 5967) + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(0b1100100) + chr(0b1100101) + chr(0b110101 + 0o56) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b11101 + 0o130) + '\164' + chr(0b1100110) + '\x2d' + '\x38'))
Z1hfDf3NL_mO[ZS5P6RZOh020] = Qd5ewnBhBqak
else:
nhl0MFolL17m = ZS5P6RZOh020 + nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1001010 + 0o45) + chr(49), 8)
Qd5ewnBhBqak = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020] * YYJGqULB4ite[ZS5P6RZOh020], ci4QsYUbQCyU[ZS5P6RZOh020 + nzTpIcepk0o8(chr(1951 - 1903) + chr(111) + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(100) + chr(953 - 852) + chr(0b1100011) + '\157' + chr(0b100101 + 0o77) + chr(0b1100000 + 0o5))(chr(0b1110101) + chr(2655 - 2539) + chr(102) + chr(45) + chr(0b111000)))
while Qydo_xm8FtLA(FcbsAzPDGW44[g3mwmzPoi8YF], YYJGqULB4ite[ZS5P6RZOh020]) == nzTpIcepk0o8('\060' + chr(1481 - 1370) + chr(1271 - 1222), 8) and nhl0MFolL17m < n6rotHTVu42X:
faKDXnD76Kpb = Z1hfDf3NL_mO[nhl0MFolL17m]
faKDXnD76Kpb = uooDotmTYEgP.reshape(faKDXnD76Kpb, (ci4QsYUbQCyU[nhl0MFolL17m], YYJGqULB4ite[nhl0MFolL17m] * ci4QsYUbQCyU[nhl0MFolL17m + nzTpIcepk0o8(chr(48) + chr(111) + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(0b0 + 0o144) + chr(5634 - 5533) + chr(99) + chr(0b10011 + 0o134) + chr(3933 - 3833) + chr(0b1100101))(chr(0b1000 + 0o155) + '\164' + chr(0b1101 + 0o131) + '\055' + chr(56)))
Qd5ewnBhBqak = uooDotmTYEgP.dot(Qd5ewnBhBqak, faKDXnD76Kpb)
if j50Go68ZohYY:
Qd5ewnBhBqak = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020], fw1o12mbfUc8[ZS5P6RZOh020], m_u6efrX_ljv[ZS5P6RZOh020], fw1o12mbfUc8[nhl0MFolL17m], m_u6efrX_ljv[nhl0MFolL17m], ci4QsYUbQCyU[nhl0MFolL17m + nzTpIcepk0o8(chr(491 - 443) + chr(5296 - 5185) + chr(0b100110 + 0o13), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\x64' + '\x65' + chr(2698 - 2599) + chr(0b1101111) + chr(0b1100100) + chr(101))('\165' + chr(3729 - 3613) + '\146' + '\055' + chr(0b110100 + 0o4)))
Qd5ewnBhBqak = uooDotmTYEgP.transpose(Qd5ewnBhBqak, [nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(48), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001), 8), nzTpIcepk0o8(chr(0b110000) + chr(2160 - 2049) + chr(0b110011), 8), nzTpIcepk0o8('\060' + chr(5708 - 5597) + '\x32', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x34', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\065', 8)])
fw1o12mbfUc8[ZS5P6RZOh020] = fw1o12mbfUc8[ZS5P6RZOh020] * fw1o12mbfUc8[nhl0MFolL17m]
m_u6efrX_ljv[ZS5P6RZOh020] = m_u6efrX_ljv[ZS5P6RZOh020] * m_u6efrX_ljv[nhl0MFolL17m]
YYJGqULB4ite[ZS5P6RZOh020] = YYJGqULB4ite[ZS5P6RZOh020] * YYJGqULB4ite[nhl0MFolL17m]
Qd5ewnBhBqak = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020] * YYJGqULB4ite[ZS5P6RZOh020], ci4QsYUbQCyU[nhl0MFolL17m + nzTpIcepk0o8(chr(1251 - 1203) + chr(1870 - 1759) + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\x64' + chr(0b1100101) + '\x63' + chr(0b110011 + 0o74) + '\x64' + chr(0b111010 + 0o53))(chr(117) + '\164' + '\x66' + '\055' + chr(1389 - 1333)))
nhl0MFolL17m = nhl0MFolL17m + nzTpIcepk0o8('\x30' + chr(7873 - 7762) + chr(2037 - 1988), 8)
YYJGqULB4ite = uooDotmTYEgP.concatenate((YYJGqULB4ite[:ZS5P6RZOh020], YYJGqULB4ite[nhl0MFolL17m:]))
ci4QsYUbQCyU = uooDotmTYEgP.concatenate((ci4QsYUbQCyU[:ZS5P6RZOh020], ci4QsYUbQCyU[nhl0MFolL17m:]))
Z1hfDf3NL_mO[ZlbFMSG8gCoF] = uooDotmTYEgP.reshape(Qd5ewnBhBqak, (ci4QsYUbQCyU[ZS5P6RZOh020], YYJGqULB4ite[ZS5P6RZOh020], ci4QsYUbQCyU[nhl0MFolL17m]), order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(6680 - 6580) + chr(0b1100101) + chr(4475 - 4376) + chr(111) + '\x64' + '\x65')('\165' + chr(116) + chr(633 - 531) + chr(1254 - 1209) + chr(0b111000)))
Z1hfDf3NL_mO = Z1hfDf3NL_mO[:ZS5P6RZOh020] + Z1hfDf3NL_mO[nhl0MFolL17m:]
n6rotHTVu42X = ftfygxgFas5X(YYJGqULB4ite)
if FcbsAzPDGW44[g3mwmzPoi8YF] == nzTpIcepk0o8('\060' + chr(4979 - 4868) + chr(0b110001), 8) and (ZS5P6RZOh020 >= n6rotHTVu42X or (ZS5P6RZOh020 < n6rotHTVu42X and YYJGqULB4ite[ZS5P6RZOh020] != nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001), 8))):
jw8Z7ktyq6DP = jw8Z7ktyq6DP.flatten(order=roI3spqORKae(ES5oEprVxulp(b'\xd0'), chr(4408 - 4308) + chr(0b1100101) + chr(7247 - 7148) + '\x6f' + chr(0b1100100) + '\x65')('\165' + chr(116) + '\146' + '\055' + '\x38'))
dycAgUW89VxR = uooDotmTYEgP.concatenate((dycAgUW89VxR, jw8Z7ktyq6DP))
g3mwmzPoi8YF = g3mwmzPoi8YF + nzTpIcepk0o8(chr(48) + chr(111) + '\061', 8)
jw8Z7ktyq6DP = nzTpIcepk0o8(chr(48) + chr(0b110111 + 0o70) + '\x31', 8)
while g3mwmzPoi8YF < PAfFNjUIOLoy:
dycAgUW89VxR = uooDotmTYEgP.concatenate((dycAgUW89VxR, uooDotmTYEgP.rYPkZ8_2D0X1(nzTpIcepk0o8('\060' + '\x6f' + chr(0b1111 + 0o42), 8))))
x6O2NVJZX7i_[g3mwmzPoi8YF] = nzTpIcepk0o8('\x30' + chr(4956 - 4845) + chr(49), 8)
g3mwmzPoi8YF = g3mwmzPoi8YF + nzTpIcepk0o8(chr(1579 - 1531) + chr(111) + '\x31', 8)
iLdFtuGohu3Q = rYPkZ8_2D0X1(nzTpIcepk0o8('\x30' + '\x6f' + chr(1590 - 1540), 8), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + '\x31', 8))
iLdFtuGohu3Q.vPPlOXQgR3SM = PAfFNjUIOLoy
iLdFtuGohu3Q.NoZxuO7wjArS = vX1Eq0k9zbZq
iLdFtuGohu3Q.LCrwg7lcbmU9 = x6O2NVJZX7i_
iLdFtuGohu3Q.fJSwBORhebts = dycAgUW89VxR
iLdFtuGohu3Q.gh5RZvFlfJ36 = uooDotmTYEgP.int32(uooDotmTYEgP.hThNUJrwvDVJ(uooDotmTYEgP.concatenate((uooDotmTYEgP.rYPkZ8_2D0X1(nzTpIcepk0o8(chr(544 - 496) + chr(3358 - 3247) + chr(49), 8)), x6O2NVJZX7i_[:-nzTpIcepk0o8(chr(48) + chr(0b1101010 + 0o5) + '\061', 8)] * vX1Eq0k9zbZq * x6O2NVJZX7i_[nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1000000 + 0o57) + chr(0b110001), 8):]))))
iLdFtuGohu3Q.NoZxuO7wjArS[nzTpIcepk0o8(chr(0b1 + 0o57) + chr(3679 - 3568) + chr(48), 8)] = iLdFtuGohu3Q.NoZxuO7wjArS[nzTpIcepk0o8(chr(48) + chr(111) + chr(1179 - 1131), 8)] // VF0hh3DsRw4o
iLdFtuGohu3Q.NoZxuO7wjArS[PAfFNjUIOLoy - nzTpIcepk0o8('\x30' + chr(7298 - 7187) + chr(0b110001), 8)] = iLdFtuGohu3Q.NoZxuO7wjArS[PAfFNjUIOLoy - nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001), 8)] // ubbTlOIe_i_x
iLdFtuGohu3Q.LCrwg7lcbmU9[nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(48), 8)] = VF0hh3DsRw4o
iLdFtuGohu3Q.LCrwg7lcbmU9[PAfFNjUIOLoy] = ubbTlOIe_i_x
if j50Go68ZohYY:
CtoaWnkCgyEI = sWQ4p7UMdVY3(nzTpIcepk0o8('\x30' + '\157' + chr(49), 8), nzTpIcepk0o8(chr(1807 - 1759) + chr(111) + '\061', 8))
CtoaWnkCgyEI.NoZxuO7wjArS = kyW01x5cQpZD
CtoaWnkCgyEI.tF75nqoNENFL = wcmra_Dtm5cH
CtoaWnkCgyEI.RuxMtHuKbM7x = iLdFtuGohu3Q
return CtoaWnkCgyEI
else:
return iLdFtuGohu3Q |
oseledets/ttpy | tt/core/tools.py | permute | def permute(x, order, eps=None, return_cores=False):
'''
Permute dimensions (python translation of original matlab code)
Y = permute(X, ORDER, EPS) permutes the dimensions of the TT-tensor X
according to ORDER, delivering a result at relative accuracy EPS. This
function is equivalent to
Y = tt_tensor(permute(reshape(full(X), X.n'),ORDER), EPS)
but avoids the conversion to the full format.
Simon Etter, Summer 2015
Seminar of Applied Mathematics, ETH Zurich
TT-Toolbox 2.2, 2009-2012
This is TT Toolbox, written by Ivan Oseledets et al. Institute of
Numerical Mathematics, Moscow, Russia webpage:
http://spring.inm.ras.ru/osel
For all questions, bugs and suggestions please mail
ivan.oseledets@gmail.com
---------------------------
This code basically performs insertion sort on the TT dimensions:
for k = 2:d
Bubble the kth dimension to the right (according to ORDER) position in the first 1:k dimensions.
The current code could be optimised at the following places:
- Instead of initially orthogonalising with respect to the first two vertices,
orthogonalise directly with respect to the first inversion.
- When performing the SVD, check on which side of the current position the
next swap will occur and directly establish the appropriate orthogonality
(current implementation always assumes we move left).
Both changes reduce the number of QRs by at most O(d) and are therefore likely
to produce negligible speedup while rendering the code more complicated.
'''
def _reshape(tensor, shape):
return _np.reshape(tensor, shape, order='F')
# Parse input
if eps is None:
eps = _np.spacing(1)
cores = _vector.vector.to_list(x)
d = _cp.deepcopy(x.d)
n = _cp.deepcopy(x.n)
r = _cp.deepcopy(x.r)
idx = _np.empty(len(order))
idx[order] = _np.arange(len(order))
eps /= d ** 1.5
# ^Numerical evidence suggests that eps = eps/d may be sufficient, however I can only prove correctness
# for this choice of global-to-local conversion factor.
assert len(order) > d - 1, 'ORDER must have at least D elements for a D-dimensional tensor'
# RL-orthogonalise x
for kk in xrange(d - 1, 1, -1): ##########################################
new_shape = [r[kk], n[kk] * r[kk + 1]]
Q, R = _np.linalg.qr(_reshape(cores[kk], new_shape).T)
tr = min(new_shape)
cores[kk] = _reshape(Q.T, [tr, n[kk], r[kk + 1]])
tmp = _reshape(cores[kk - 1], [r[kk - 1] * n[kk - 1], r[kk]])
tmp = _np.dot(tmp, R.T)
cores[kk - 1] = _reshape(tmp, [r[kk - 1], n[kk - 1], tr])
r[kk] = tr
k = 0
while (True):
# Find next inversion
nk = k
while (nk < d - 1) and (idx[nk] < idx[nk + 1]):
nk += 1
if (nk == d - 1):
break
# Move orthogonal centre there
for kk in xrange(k, nk - 1): #############
new_shape = [r[kk] * n[kk], r[kk + 1]]
Q, R = _np.linalg.qr(_reshape(cores[kk], new_shape))
tr = min(new_shape)
new_shape = [r[kk], n[kk], tr]
cores[kk] = _reshape(Q, new_shape)
tmp = _reshape(cores[kk + 1], [r[kk + 1], n[kk + 1] * r[kk + 2]])
tmp = _np.dot(R, tmp)
cores[kk + 1] = _reshape(tmp, [tr, n[kk + 1], r[kk + 2]])
r[kk + 1] = tr
k = nk
# Swap dimensions
tmp = _reshape(cores[k], [r[k] * n[k], r[k + 1]])
tmp = _np.dot(tmp, _reshape(cores[k + 1], [r[k + 1], n[k + 1] * r[k + 2]]))
c = _reshape(tmp, [r[k], n[k], n[k + 1], r[k + 2]])
c = _np.transpose(c, [0, 2, 1, 3])
tmp = _reshape(c, [r[k] * n[k + 1], n[k] * r[k + 2]])
U, S, Vt = _np.linalg.svd(tmp, full_matrices=False)
r[k + 1] = max(_my_chop2(S, _np.linalg.norm(S) * eps), 1)
lenS = len(S)
tmp = U[:, :lenS] * S # multiplication by diagonal matrix
cores[k] = _reshape(tmp[:, :r[k + 1]], [r[k], n[k + 1], r[k + 1]])
cores[k + 1] = _reshape(Vt[:r[k + 1], :], [r[k + 1], n[k], r[k + 2]])
idx[[k, k + 1]] = idx[[k + 1, k]]
n[[k, k + 1]] = n[[k + 1, k]]
k = max(k - 1, 0) ##################
# Parse output
if return_cores:
return cores
return _vector.vector.from_list(cores) | python | def permute(x, order, eps=None, return_cores=False):
'''
Permute dimensions (python translation of original matlab code)
Y = permute(X, ORDER, EPS) permutes the dimensions of the TT-tensor X
according to ORDER, delivering a result at relative accuracy EPS. This
function is equivalent to
Y = tt_tensor(permute(reshape(full(X), X.n'),ORDER), EPS)
but avoids the conversion to the full format.
Simon Etter, Summer 2015
Seminar of Applied Mathematics, ETH Zurich
TT-Toolbox 2.2, 2009-2012
This is TT Toolbox, written by Ivan Oseledets et al. Institute of
Numerical Mathematics, Moscow, Russia webpage:
http://spring.inm.ras.ru/osel
For all questions, bugs and suggestions please mail
ivan.oseledets@gmail.com
---------------------------
This code basically performs insertion sort on the TT dimensions:
for k = 2:d
Bubble the kth dimension to the right (according to ORDER) position in the first 1:k dimensions.
The current code could be optimised at the following places:
- Instead of initially orthogonalising with respect to the first two vertices,
orthogonalise directly with respect to the first inversion.
- When performing the SVD, check on which side of the current position the
next swap will occur and directly establish the appropriate orthogonality
(current implementation always assumes we move left).
Both changes reduce the number of QRs by at most O(d) and are therefore likely
to produce negligible speedup while rendering the code more complicated.
'''
def _reshape(tensor, shape):
return _np.reshape(tensor, shape, order='F')
# Parse input
if eps is None:
eps = _np.spacing(1)
cores = _vector.vector.to_list(x)
d = _cp.deepcopy(x.d)
n = _cp.deepcopy(x.n)
r = _cp.deepcopy(x.r)
idx = _np.empty(len(order))
idx[order] = _np.arange(len(order))
eps /= d ** 1.5
# ^Numerical evidence suggests that eps = eps/d may be sufficient, however I can only prove correctness
# for this choice of global-to-local conversion factor.
assert len(order) > d - 1, 'ORDER must have at least D elements for a D-dimensional tensor'
# RL-orthogonalise x
for kk in xrange(d - 1, 1, -1): ##########################################
new_shape = [r[kk], n[kk] * r[kk + 1]]
Q, R = _np.linalg.qr(_reshape(cores[kk], new_shape).T)
tr = min(new_shape)
cores[kk] = _reshape(Q.T, [tr, n[kk], r[kk + 1]])
tmp = _reshape(cores[kk - 1], [r[kk - 1] * n[kk - 1], r[kk]])
tmp = _np.dot(tmp, R.T)
cores[kk - 1] = _reshape(tmp, [r[kk - 1], n[kk - 1], tr])
r[kk] = tr
k = 0
while (True):
# Find next inversion
nk = k
while (nk < d - 1) and (idx[nk] < idx[nk + 1]):
nk += 1
if (nk == d - 1):
break
# Move orthogonal centre there
for kk in xrange(k, nk - 1): #############
new_shape = [r[kk] * n[kk], r[kk + 1]]
Q, R = _np.linalg.qr(_reshape(cores[kk], new_shape))
tr = min(new_shape)
new_shape = [r[kk], n[kk], tr]
cores[kk] = _reshape(Q, new_shape)
tmp = _reshape(cores[kk + 1], [r[kk + 1], n[kk + 1] * r[kk + 2]])
tmp = _np.dot(R, tmp)
cores[kk + 1] = _reshape(tmp, [tr, n[kk + 1], r[kk + 2]])
r[kk + 1] = tr
k = nk
# Swap dimensions
tmp = _reshape(cores[k], [r[k] * n[k], r[k + 1]])
tmp = _np.dot(tmp, _reshape(cores[k + 1], [r[k + 1], n[k + 1] * r[k + 2]]))
c = _reshape(tmp, [r[k], n[k], n[k + 1], r[k + 2]])
c = _np.transpose(c, [0, 2, 1, 3])
tmp = _reshape(c, [r[k] * n[k + 1], n[k] * r[k + 2]])
U, S, Vt = _np.linalg.svd(tmp, full_matrices=False)
r[k + 1] = max(_my_chop2(S, _np.linalg.norm(S) * eps), 1)
lenS = len(S)
tmp = U[:, :lenS] * S # multiplication by diagonal matrix
cores[k] = _reshape(tmp[:, :r[k + 1]], [r[k], n[k + 1], r[k + 1]])
cores[k + 1] = _reshape(Vt[:r[k + 1], :], [r[k + 1], n[k], r[k + 2]])
idx[[k, k + 1]] = idx[[k + 1, k]]
n[[k, k + 1]] = n[[k + 1, k]]
k = max(k - 1, 0) ##################
# Parse output
if return_cores:
return cores
return _vector.vector.from_list(cores) | [
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"=... | Permute dimensions (python translation of original matlab code)
Y = permute(X, ORDER, EPS) permutes the dimensions of the TT-tensor X
according to ORDER, delivering a result at relative accuracy EPS. This
function is equivalent to
Y = tt_tensor(permute(reshape(full(X), X.n'),ORDER), EPS)
but avoids the conversion to the full format.
Simon Etter, Summer 2015
Seminar of Applied Mathematics, ETH Zurich
TT-Toolbox 2.2, 2009-2012
This is TT Toolbox, written by Ivan Oseledets et al. Institute of
Numerical Mathematics, Moscow, Russia webpage:
http://spring.inm.ras.ru/osel
For all questions, bugs and suggestions please mail
ivan.oseledets@gmail.com
---------------------------
This code basically performs insertion sort on the TT dimensions:
for k = 2:d
Bubble the kth dimension to the right (according to ORDER) position in the first 1:k dimensions.
The current code could be optimised at the following places:
- Instead of initially orthogonalising with respect to the first two vertices,
orthogonalise directly with respect to the first inversion.
- When performing the SVD, check on which side of the current position the
next swap will occur and directly establish the appropriate orthogonality
(current implementation always assumes we move left).
Both changes reduce the number of QRs by at most O(d) and are therefore likely
to produce negligible speedup while rendering the code more complicated. | [
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"deliver... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/tools.py#L1167-L1273 | train | Permute the dimensions of the TT - tensor X according to the given order and return the resulting vector. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101100 + 0o3) + chr(1072 - 1020) + chr(0b10100 + 0o34), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b100000 + 0o117) + chr(1207 - 1154) + chr(48), 21014 - 21006), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\x35' + '\065', 61924 - 61916), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101111 + 0o3) + '\x37' + chr(2010 - 1962), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x37' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(2459 - 2348) + '\061' + chr(50) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + '\x30' + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(6730 - 6619) + '\x32' + chr(52) + chr(2294 - 2245), 4393 - 4385), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b0 + 0o61) + chr(123 - 71) + chr(2313 - 2263), ord("\x08")), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(111) + chr(51) + '\x37' + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(9454 - 9343) + chr(0b101000 + 0o11) + chr(0b110100) + chr(1677 - 1626), ord("\x08")), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b10000 + 0o137) + chr(1249 - 1200) + chr(50) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b110010) + chr(0b110011), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b1011 + 0o47) + chr(52), 39793 - 39785), nzTpIcepk0o8('\x30' + chr(0b100001 + 0o116) + chr(1282 - 1231), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + '\x33' + chr(54), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b11000 + 0o32) + '\060', 4437 - 4429), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110101) + '\x35', 8), nzTpIcepk0o8('\060' + '\x6f' + chr(1823 - 1771) + chr(490 - 439), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + '\065', 0b1000), nzTpIcepk0o8(chr(1170 - 1122) + chr(111) + chr(2324 - 2275) + chr(0b110100) + chr(951 - 898), 22224 - 22216), nzTpIcepk0o8('\x30' + chr(0b10000 + 0o137) + chr(0b110011) + chr(646 - 598) + '\x36', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(1343 - 1292) + chr(0b110001), 0o10), nzTpIcepk0o8('\060' + chr(10740 - 10629) + '\x34' + '\064', 40379 - 40371), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(2074 - 2019) + chr(0b110010 + 0o5), 56670 - 56662), nzTpIcepk0o8('\x30' + chr(0b1100 + 0o143) + chr(50) + '\x32' + chr(0b1110 + 0o45), ord("\x08")), nzTpIcepk0o8('\060' + chr(2250 - 2139) + chr(50) + chr(49) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2148 - 2096), ord("\x08")), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(3740 - 3629) + chr(51) + chr(598 - 547) + chr(51), 0o10), nzTpIcepk0o8('\060' + chr(0b101 + 0o152) + chr(0b100001 + 0o22) + chr(0b110010) + chr(778 - 730), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(6366 - 6255) + chr(0b100000 + 0o24) + '\066', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + '\x33', 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b111100 + 0o63) + chr(584 - 532) + chr(0b11100 + 0o24), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(0b101101 + 0o10) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(1643 - 1595) + '\157' + '\062' + '\061' + '\064', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + '\x37', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + '\065' + '\x33', 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\061' + chr(0b110110) + chr(0b10110 + 0o34), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(238 - 189) + chr(0b110010) + chr(53), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b101011 + 0o5) + '\157' + '\065' + chr(0b10101 + 0o33), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b','), chr(100) + '\x65' + '\x63' + chr(111) + '\144' + chr(0b111010 + 0o53))('\165' + chr(0b1110100) + chr(0b11111 + 0o107) + chr(77 - 32) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def XcetSYsHHnD5(bI5jsQ9OkQtj, gwJk_IgdwKDy, IEvDzBqncWsk=None, tX07mjU2ZsBs=nzTpIcepk0o8(chr(2286 - 2238) + chr(0b1101111) + chr(0b101000 + 0o10), 0b1000)):
def x2JU5xE8cLpk(n9yoX_9kssQQ, lhbM092AFW8f):
return roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'pE[\xc5\xd9O0'), '\144' + '\x65' + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + chr(116) + chr(102) + chr(1224 - 1179) + '\x38'))(n9yoX_9kssQQ, lhbM092AFW8f, order=roI3spqORKae(ES5oEprVxulp(b'D'), '\144' + chr(101) + chr(8670 - 8571) + chr(0b1101111) + '\x64' + '\x65')('\165' + chr(116) + chr(0b1100110) + chr(0b11100 + 0o21) + '\070'))
if IEvDzBqncWsk is None:
IEvDzBqncWsk = uooDotmTYEgP.spacing(nzTpIcepk0o8(chr(698 - 650) + chr(413 - 302) + chr(0b110001), 0o10))
ho3W3WGPwFGr = M1V0lW0896rn.vector.to_list(bI5jsQ9OkQtj)
vPPlOXQgR3SM = roLQXHGTPRYt.deepcopy(bI5jsQ9OkQtj.vPPlOXQgR3SM)
NoZxuO7wjArS = roLQXHGTPRYt.deepcopy(bI5jsQ9OkQtj.NoZxuO7wjArS)
LCrwg7lcbmU9 = roLQXHGTPRYt.deepcopy(bI5jsQ9OkQtj.LCrwg7lcbmU9)
At3kbMoXzzmV = uooDotmTYEgP.EEl0Pry8vzTp(ftfygxgFas5X(gwJk_IgdwKDy))
At3kbMoXzzmV[gwJk_IgdwKDy] = uooDotmTYEgP.chmI_GMU_sEi(ftfygxgFas5X(gwJk_IgdwKDy))
IEvDzBqncWsk /= vPPlOXQgR3SM ** 1.5
assert ftfygxgFas5X(gwJk_IgdwKDy) > vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1939 - 1890), 8), roI3spqORKae(ES5oEprVxulp(b'Mrl\xe8\xea\x1f86\xd2\x16\xdd\x0b5%q#\xbf\xe4\x8dOp\x04\xb5\xed\x04\xbb\xb3\xe9h\xbe\xbdCuT\x9a\xacy\x04\x00uc\x00l\x80\xdcV8&\xcf\x11\x94\x0c:2x#\xaa\xf5\xc3Pz\x17'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + chr(0b100101 + 0o77) + chr(0b1100101))('\165' + '\164' + '\x66' + '\055' + chr(0b111000))
for kh8Rprxl44kg in zBiXJ6gPq38D(vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + chr(111) + chr(1325 - 1276), 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001), 8), -nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8)):
kb6aIfi0kTKa = [LCrwg7lcbmU9[kh8Rprxl44kg], NoZxuO7wjArS[kh8Rprxl44kg] * LCrwg7lcbmU9[kh8Rprxl44kg + nzTpIcepk0o8(chr(1892 - 1844) + '\x6f' + '\x31', 8)]]
(k91QUkrmwggS, stVGsv3MKjDy) = uooDotmTYEgP.linalg.qr(x2JU5xE8cLpk(ho3W3WGPwFGr[kh8Rprxl44kg], kb6aIfi0kTKa).hq6XE4_Nhd6R)
lKSl3irCMAog = XURpmPuEWCNF(kb6aIfi0kTKa)
ho3W3WGPwFGr[kh8Rprxl44kg] = x2JU5xE8cLpk(k91QUkrmwggS.hq6XE4_Nhd6R, [lKSl3irCMAog, NoZxuO7wjArS[kh8Rprxl44kg], LCrwg7lcbmU9[kh8Rprxl44kg + nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31', 8)]])
PT32xG247TS3 = x2JU5xE8cLpk(ho3W3WGPwFGr[kh8Rprxl44kg - nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8)], [LCrwg7lcbmU9[kh8Rprxl44kg - nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001), 8)] * NoZxuO7wjArS[kh8Rprxl44kg - nzTpIcepk0o8(chr(0b1101 + 0o43) + '\157' + chr(1289 - 1240), 8)], LCrwg7lcbmU9[kh8Rprxl44kg]])
PT32xG247TS3 = uooDotmTYEgP.dot(PT32xG247TS3, stVGsv3MKjDy.hq6XE4_Nhd6R)
ho3W3WGPwFGr[kh8Rprxl44kg - nzTpIcepk0o8(chr(0b110000) + chr(0b0 + 0o157) + chr(0b10110 + 0o33), 8)] = x2JU5xE8cLpk(PT32xG247TS3, [LCrwg7lcbmU9[kh8Rprxl44kg - nzTpIcepk0o8(chr(986 - 938) + chr(111) + chr(0b110001), 8)], NoZxuO7wjArS[kh8Rprxl44kg - nzTpIcepk0o8(chr(0b110000) + chr(4044 - 3933) + '\061', 8)], lKSl3irCMAog])
LCrwg7lcbmU9[kh8Rprxl44kg] = lKSl3irCMAog
B6UAF1zReOyJ = nzTpIcepk0o8(chr(202 - 154) + chr(0b1101111) + chr(0b110000), 8)
while nzTpIcepk0o8(chr(861 - 813) + chr(111) + chr(0b100111 + 0o12), 8):
ukK2_N6q6oQc = B6UAF1zReOyJ
while ukK2_N6q6oQc < vPPlOXQgR3SM - nzTpIcepk0o8('\x30' + chr(10260 - 10149) + chr(63 - 14), 8) and At3kbMoXzzmV[ukK2_N6q6oQc] < At3kbMoXzzmV[ukK2_N6q6oQc + nzTpIcepk0o8(chr(48) + chr(111) + chr(935 - 886), 8)]:
ukK2_N6q6oQc += nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b110001), 8)
if ukK2_N6q6oQc == vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8):
break
for kh8Rprxl44kg in zBiXJ6gPq38D(B6UAF1zReOyJ, ukK2_N6q6oQc - nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + '\061', 8)):
kb6aIfi0kTKa = [LCrwg7lcbmU9[kh8Rprxl44kg] * NoZxuO7wjArS[kh8Rprxl44kg], LCrwg7lcbmU9[kh8Rprxl44kg + nzTpIcepk0o8('\060' + '\157' + '\x31', 8)]]
(k91QUkrmwggS, stVGsv3MKjDy) = uooDotmTYEgP.linalg.qr(x2JU5xE8cLpk(ho3W3WGPwFGr[kh8Rprxl44kg], kb6aIfi0kTKa))
lKSl3irCMAog = XURpmPuEWCNF(kb6aIfi0kTKa)
kb6aIfi0kTKa = [LCrwg7lcbmU9[kh8Rprxl44kg], NoZxuO7wjArS[kh8Rprxl44kg], lKSl3irCMAog]
ho3W3WGPwFGr[kh8Rprxl44kg] = x2JU5xE8cLpk(k91QUkrmwggS, kb6aIfi0kTKa)
PT32xG247TS3 = x2JU5xE8cLpk(ho3W3WGPwFGr[kh8Rprxl44kg + nzTpIcepk0o8(chr(1156 - 1108) + chr(111) + chr(0b11101 + 0o24), 8)], [LCrwg7lcbmU9[kh8Rprxl44kg + nzTpIcepk0o8('\x30' + chr(111) + chr(49), 8)], NoZxuO7wjArS[kh8Rprxl44kg + nzTpIcepk0o8(chr(1252 - 1204) + chr(1089 - 978) + '\061', 8)] * LCrwg7lcbmU9[kh8Rprxl44kg + nzTpIcepk0o8('\060' + chr(0b1000110 + 0o51) + chr(0b110010), 8)]])
PT32xG247TS3 = uooDotmTYEgP.dot(stVGsv3MKjDy, PT32xG247TS3)
ho3W3WGPwFGr[kh8Rprxl44kg + nzTpIcepk0o8('\x30' + chr(5932 - 5821) + chr(0b110001), 8)] = x2JU5xE8cLpk(PT32xG247TS3, [lKSl3irCMAog, NoZxuO7wjArS[kh8Rprxl44kg + nzTpIcepk0o8(chr(48) + chr(0b111111 + 0o60) + chr(0b110001), 8)], LCrwg7lcbmU9[kh8Rprxl44kg + nzTpIcepk0o8(chr(1947 - 1899) + chr(6366 - 6255) + chr(1049 - 999), 8)]])
LCrwg7lcbmU9[kh8Rprxl44kg + nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001), 8)] = lKSl3irCMAog
B6UAF1zReOyJ = ukK2_N6q6oQc
PT32xG247TS3 = x2JU5xE8cLpk(ho3W3WGPwFGr[B6UAF1zReOyJ], [LCrwg7lcbmU9[B6UAF1zReOyJ] * NoZxuO7wjArS[B6UAF1zReOyJ], LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b1100010 + 0o15) + '\x31', 8)]])
PT32xG247TS3 = uooDotmTYEgP.dot(PT32xG247TS3, x2JU5xE8cLpk(ho3W3WGPwFGr[B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001), 8)], [LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8('\x30' + chr(9267 - 9156) + chr(49), 8)], NoZxuO7wjArS[B6UAF1zReOyJ + nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8)] * LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32', 8)]]))
teUmM7cKWZUa = x2JU5xE8cLpk(PT32xG247TS3, [LCrwg7lcbmU9[B6UAF1zReOyJ], NoZxuO7wjArS[B6UAF1zReOyJ], NoZxuO7wjArS[B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + chr(6989 - 6878) + chr(0b110001), 8)], LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + chr(2025 - 1914) + chr(50), 8)]])
teUmM7cKWZUa = uooDotmTYEgP.transpose(teUmM7cKWZUa, [nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(0b110000), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(763 - 713), 8), nzTpIcepk0o8('\060' + '\157' + chr(49), 8), nzTpIcepk0o8(chr(1493 - 1445) + chr(0b110000 + 0o77) + '\x33', 8)])
PT32xG247TS3 = x2JU5xE8cLpk(teUmM7cKWZUa, [LCrwg7lcbmU9[B6UAF1zReOyJ] * NoZxuO7wjArS[B6UAF1zReOyJ + nzTpIcepk0o8(chr(647 - 599) + chr(111) + '\x31', 8)], NoZxuO7wjArS[B6UAF1zReOyJ] * LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + chr(111) + chr(0b111 + 0o53), 8)]])
(gkx2kn9x1cnU, buieUxkpnZk3, Z7fQCBsOp4v6) = uooDotmTYEgP.linalg.svd(PT32xG247TS3, full_matrices=nzTpIcepk0o8(chr(61 - 13) + chr(0b1101111) + chr(0b110000), 8))
LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001), 8)] = KV9ckIhroIia(gin2TM8omp5W(buieUxkpnZk3, uooDotmTYEgP.linalg.xBFFJFaziFDU(buieUxkpnZk3) * IEvDzBqncWsk), nzTpIcepk0o8(chr(0b110000) + chr(11245 - 11134) + chr(0b11100 + 0o25), 8))
aMHVKq00dnC_ = ftfygxgFas5X(buieUxkpnZk3)
PT32xG247TS3 = gkx2kn9x1cnU[:, :aMHVKq00dnC_] * buieUxkpnZk3
ho3W3WGPwFGr[B6UAF1zReOyJ] = x2JU5xE8cLpk(PT32xG247TS3[:, :LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + chr(4412 - 4301) + chr(0b110001), 8)]], [LCrwg7lcbmU9[B6UAF1zReOyJ], NoZxuO7wjArS[B6UAF1zReOyJ + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b101000 + 0o11), 8)], LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49), 8)]])
ho3W3WGPwFGr[B6UAF1zReOyJ + nzTpIcepk0o8(chr(1883 - 1835) + chr(5978 - 5867) + '\061', 8)] = x2JU5xE8cLpk(Z7fQCBsOp4v6[:LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(1844 - 1796) + chr(0b1101111) + '\061', 8)], :], [LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(0b110000) + chr(0b1010111 + 0o30) + chr(49), 8)], NoZxuO7wjArS[B6UAF1zReOyJ], LCrwg7lcbmU9[B6UAF1zReOyJ + nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(2249 - 2138) + chr(0b100 + 0o56), 8)]])
At3kbMoXzzmV[[B6UAF1zReOyJ, B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + chr(0b1000100 + 0o53) + chr(0b100 + 0o55), 8)]] = At3kbMoXzzmV[[B6UAF1zReOyJ + nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001), 8), B6UAF1zReOyJ]]
NoZxuO7wjArS[[B6UAF1zReOyJ, B6UAF1zReOyJ + nzTpIcepk0o8('\060' + chr(111) + chr(1097 - 1048), 8)]] = NoZxuO7wjArS[[B6UAF1zReOyJ + nzTpIcepk0o8(chr(1083 - 1035) + chr(0b1101111) + chr(1970 - 1921), 8), B6UAF1zReOyJ]]
B6UAF1zReOyJ = KV9ckIhroIia(B6UAF1zReOyJ - nzTpIcepk0o8(chr(946 - 898) + '\157' + chr(125 - 76), 8), nzTpIcepk0o8(chr(48) + chr(10815 - 10704) + '\060', 8))
if tX07mjU2ZsBs:
return ho3W3WGPwFGr
return roI3spqORKae(M1V0lW0896rn.vector, roI3spqORKae(ES5oEprVxulp(b'dRG\xc0\xe7S<0\xd5'), '\x64' + chr(1894 - 1793) + chr(99) + chr(0b1101 + 0o142) + chr(0b111101 + 0o47) + '\145')(chr(0b1110101) + '\x74' + chr(7335 - 7233) + chr(0b101101) + chr(0b101110 + 0o12)))(ho3W3WGPwFGr) |
oseledets/ttpy | tt/optimize/tt_min.py | min_func | def min_func(fun, bounds_min, bounds_max, d=None, rmax=10,
n0=64, nswp=10, verb=True, smooth_fun=None):
"""Find (approximate) minimal value of the function on a d-dimensional grid."""
if d is None:
d = len(bounds_min)
a = np.asanyarray(bounds_min).copy()
b = np.asanyarray(bounds_max).copy()
else:
a = np.ones(d) * bounds_min
b = np.ones(d) * bounds_max
if smooth_fun is None:
smooth_fun = lambda p, lam: (math.pi / 2 - np.arctan(p - lam))
#smooth_fun = lambda p, lam: np.exp(-10*(p - lam))
# We do not need to store the cores, only the interfaces!
Rx = [[]] * (d + 1) # Python list for the interfaces
Rx[0] = np.ones((1, 1))
Rx[d] = np.ones((1, 1))
Jy = [np.empty(0, dtype=np.int)] * (d + 1)
ry = rmax * np.ones(d + 1, dtype=np.int)
ry[0] = 1
ry[d] = 1
n = n0 * np.ones(d, dtype=np.int)
fun_evals = 0
grid = [np.reshape(np.linspace(a[i], b[i], n[i]), (n[i], 1))
for i in xrange(d)]
for i in xrange(d - 1):
#cr1 = y[i]
ry[i + 1] = min(ry[i + 1], n[i] * ry[i])
cr1 = np.random.randn(ry[i], n[i], ry[i + 1])
cr1 = reshape(cr1, (ry[i] * n[i], ry[i + 1]))
q, r = np.linalg.qr(cr1)
ind = maxvol(q)
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
# Jy{i+1} = [kron(ones(n(i),1), Jy{i}), kron((1:n(i))', ones(ry(i),1))];
# Jy{i+1} = Jy{i+1}(ind,:);
swp = 0
dirn = -1
i = d - 1
lm = float('Inf')
while swp < nswp:
# Right-to-left sweep
# The idea: compute the current core; compute the function of it;
# Shift locally or globally? Local shift would be the first try
# Compute the current core
if np.size(Jy[i]) == 0:
w1 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w1 = mkron(np.ones((n[i] * ry[i + 1], 1), dtype=np.int), Jy[i])
w2 = mkron(mkron(np.ones((ry[i + 1], 1), dtype=np.int),
grid[i]), np.ones((ry[i], 1), dtype=np.int))
if np.size(Jy[i + 1]) == 0:
w3 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w3 = mkron(Jy[i + 1], np.ones((ry[i] * n[i], 1), dtype=np.int))
J = np.hstack((w1, w2, w3))
# Just add some random indices to J, which is rnr x d, need to make rn (r + r0) x add,
# i.e., just generate random r, random n and random multiindex
cry = fun(J)
fun_evals += cry.size
cry = reshape(cry, (ry[i], n[i], ry[i + 1]))
min_cur = np.min(cry.flatten("F"))
ind_cur = np.argmin(cry.flatten("F"))
if lm > min_cur:
lm = min_cur
x_full = J[ind_cur, :]
val = fun(x_full)
if verb:
print('New record:', val, 'Point:', x_full, 'fevals:', fun_evals)
cry = smooth_fun(cry, lm)
if (dirn < 0 and i > 0):
cry = reshape(cry, (ry[i], n[i] * ry[i + 1]))
cry = cry.T
#q, r = np.linalg.qr(cry)
u, s, v = mysvd(cry, full_matrices=False)
ry[i] = min(ry[i], rmax)
q = u[:, :ry[i]]
ind = rect_maxvol(q)[0] # maxvol(q)
ry[i] = ind.size
w1 = mkron(np.ones((ry[i + 1], 1), dtype=np.int), grid[i])
if np.size(Jy[i + 1]) == 0:
w2 = np.zeros((n[i] * ry[i + 1], 0), dtype=np.int)
else:
w2 = mkron(Jy[i + 1], np.ones((n[i], 1), dtype=np.int))
Jy[i] = np.hstack((w1, w2))
Jy[i] = reshape(Jy[i], (n[i] * ry[i + 1], -1))
Jy[i] = Jy[i][ind, :]
if (dirn > 0 and i < d - 1):
cry = reshape(cry, (ry[i] * n[i], ry[i + 1]))
q, r = np.linalg.qr(cry)
#ind = maxvol(q)
ind = rect_maxvol(q)[0]
ry[i + 1] = ind.size
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
i += dirn
if i == d or i == -1:
dirn = -dirn
i += dirn
swp = swp + 1
return val, x_full | python | def min_func(fun, bounds_min, bounds_max, d=None, rmax=10,
n0=64, nswp=10, verb=True, smooth_fun=None):
"""Find (approximate) minimal value of the function on a d-dimensional grid."""
if d is None:
d = len(bounds_min)
a = np.asanyarray(bounds_min).copy()
b = np.asanyarray(bounds_max).copy()
else:
a = np.ones(d) * bounds_min
b = np.ones(d) * bounds_max
if smooth_fun is None:
smooth_fun = lambda p, lam: (math.pi / 2 - np.arctan(p - lam))
#smooth_fun = lambda p, lam: np.exp(-10*(p - lam))
# We do not need to store the cores, only the interfaces!
Rx = [[]] * (d + 1) # Python list for the interfaces
Rx[0] = np.ones((1, 1))
Rx[d] = np.ones((1, 1))
Jy = [np.empty(0, dtype=np.int)] * (d + 1)
ry = rmax * np.ones(d + 1, dtype=np.int)
ry[0] = 1
ry[d] = 1
n = n0 * np.ones(d, dtype=np.int)
fun_evals = 0
grid = [np.reshape(np.linspace(a[i], b[i], n[i]), (n[i], 1))
for i in xrange(d)]
for i in xrange(d - 1):
#cr1 = y[i]
ry[i + 1] = min(ry[i + 1], n[i] * ry[i])
cr1 = np.random.randn(ry[i], n[i], ry[i + 1])
cr1 = reshape(cr1, (ry[i] * n[i], ry[i + 1]))
q, r = np.linalg.qr(cr1)
ind = maxvol(q)
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
# Jy{i+1} = [kron(ones(n(i),1), Jy{i}), kron((1:n(i))', ones(ry(i),1))];
# Jy{i+1} = Jy{i+1}(ind,:);
swp = 0
dirn = -1
i = d - 1
lm = float('Inf')
while swp < nswp:
# Right-to-left sweep
# The idea: compute the current core; compute the function of it;
# Shift locally or globally? Local shift would be the first try
# Compute the current core
if np.size(Jy[i]) == 0:
w1 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w1 = mkron(np.ones((n[i] * ry[i + 1], 1), dtype=np.int), Jy[i])
w2 = mkron(mkron(np.ones((ry[i + 1], 1), dtype=np.int),
grid[i]), np.ones((ry[i], 1), dtype=np.int))
if np.size(Jy[i + 1]) == 0:
w3 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w3 = mkron(Jy[i + 1], np.ones((ry[i] * n[i], 1), dtype=np.int))
J = np.hstack((w1, w2, w3))
# Just add some random indices to J, which is rnr x d, need to make rn (r + r0) x add,
# i.e., just generate random r, random n and random multiindex
cry = fun(J)
fun_evals += cry.size
cry = reshape(cry, (ry[i], n[i], ry[i + 1]))
min_cur = np.min(cry.flatten("F"))
ind_cur = np.argmin(cry.flatten("F"))
if lm > min_cur:
lm = min_cur
x_full = J[ind_cur, :]
val = fun(x_full)
if verb:
print('New record:', val, 'Point:', x_full, 'fevals:', fun_evals)
cry = smooth_fun(cry, lm)
if (dirn < 0 and i > 0):
cry = reshape(cry, (ry[i], n[i] * ry[i + 1]))
cry = cry.T
#q, r = np.linalg.qr(cry)
u, s, v = mysvd(cry, full_matrices=False)
ry[i] = min(ry[i], rmax)
q = u[:, :ry[i]]
ind = rect_maxvol(q)[0] # maxvol(q)
ry[i] = ind.size
w1 = mkron(np.ones((ry[i + 1], 1), dtype=np.int), grid[i])
if np.size(Jy[i + 1]) == 0:
w2 = np.zeros((n[i] * ry[i + 1], 0), dtype=np.int)
else:
w2 = mkron(Jy[i + 1], np.ones((n[i], 1), dtype=np.int))
Jy[i] = np.hstack((w1, w2))
Jy[i] = reshape(Jy[i], (n[i] * ry[i + 1], -1))
Jy[i] = Jy[i][ind, :]
if (dirn > 0 and i < d - 1):
cry = reshape(cry, (ry[i] * n[i], ry[i + 1]))
q, r = np.linalg.qr(cry)
#ind = maxvol(q)
ind = rect_maxvol(q)[0]
ry[i + 1] = ind.size
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
i += dirn
if i == d or i == -1:
dirn = -dirn
i += dirn
swp = swp + 1
return val, x_full | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/optimize/tt_min.py#L29-L144 | train | Find the approximate minimum value of the function on a d - dimensional grid. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1688 - 1640) + chr(0b1101100 + 0o3) + chr(54) + chr(0b110000 + 0o3), 45258 - 45250), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b1101111) + chr(1497 - 1447), 49196 - 49188), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011 + 0o2) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100101 + 0o14) + chr(50) + chr(2526 - 2475), 0o10), nzTpIcepk0o8(chr(48) + chr(11527 - 11416) + '\x33' + '\x31' + chr(0b100010 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + '\x32' + chr(0b110101) + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\x31' + chr(0b1000 + 0o50), 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b110011) + chr(0b110010) + '\062', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001) + '\061' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + '\061' + chr(0b1111 + 0o43) + chr(55), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100010 + 0o23) + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(717 - 667) + chr(1696 - 1648) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1466 - 1415) + chr(48) + chr(1652 - 1604), 0o10), nzTpIcepk0o8(chr(0b11 + 0o55) + '\157' + chr(69 - 18) + '\067' + chr(0b110000), 1583 - 1575), nzTpIcepk0o8(chr(48) + chr(0b1011111 + 0o20) + chr(0b101000 + 0o11) + chr(159 - 110) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(2274 - 2226) + '\157' + '\x33' + chr(0b110001), 54366 - 54358), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101111 + 0o4) + '\067' + '\065', 11268 - 11260), nzTpIcepk0o8('\060' + chr(0b1000000 + 0o57) + chr(0b110110) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b10010 + 0o43) + '\x36', 0o10), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(111) + chr(0b110001) + chr(51) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(675 - 625) + chr(337 - 287) + chr(0b100111 + 0o20), 49537 - 49529), nzTpIcepk0o8(chr(747 - 699) + chr(0b1001110 + 0o41) + '\066' + chr(0b1000 + 0o51), ord("\x08")), nzTpIcepk0o8('\060' + chr(11118 - 11007) + chr(0b110010) + chr(55) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(1606 - 1558) + chr(0b1011110 + 0o21) + '\066' + '\064', 8), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(111) + chr(51) + '\062' + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(0b100011 + 0o114) + '\062' + chr(0b110111) + chr(48), 60551 - 60543), nzTpIcepk0o8('\x30' + '\157' + '\062' + '\061' + chr(661 - 608), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + '\x31' + '\x33', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + chr(53) + chr(0b100010 + 0o24), ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + chr(53) + '\061', 8), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(1569 - 1458) + '\062' + chr(1756 - 1704) + '\064', 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\x33' + '\066' + '\x31', 0o10), nzTpIcepk0o8(chr(996 - 948) + chr(11742 - 11631) + chr(0b110001) + chr(0b110110) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b1101111) + chr(532 - 483) + chr(48) + chr(0b110111), 23062 - 23054), nzTpIcepk0o8(chr(0b1110 + 0o42) + '\x6f' + '\062' + '\062' + chr(49), 62686 - 62678), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + chr(0b110110) + chr(0b100 + 0o54), 0b1000), nzTpIcepk0o8('\060' + chr(0b1010111 + 0o30) + chr(0b110010) + chr(53) + chr(718 - 666), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + '\061' + chr(0b110010) + chr(0b101 + 0o54), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x33' + '\x35' + chr(0b110001), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100010 + 0o20) + chr(0b110110) + '\x37', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(460 - 412) + chr(0b1101111) + chr(53) + chr(0b1110 + 0o42), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1d'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1100010 + 0o15) + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b100000 + 0o15) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def SlB0NdQ9GncQ(O4drkh0C8GFK, ehHv1C6Cq35t, XIoTZz2eI_eo, vPPlOXQgR3SM=None, EKpVm60OBj4p=nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + chr(2007 - 1958) + chr(0b11011 + 0o27), 0o10), qhRNQ2mDs6eG=nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(185 - 137) + chr(887 - 839), 26455 - 26447), bauRuZwnJjVx=nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + chr(0b110010), 8), zyG6yE_SkDAn=nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(201 - 90) + chr(980 - 931), ord("\x08")), yVkWg3p127H9=None):
if vPPlOXQgR3SM is None:
vPPlOXQgR3SM = ftfygxgFas5X(ehHv1C6Cq35t)
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.asanyarray(ehHv1C6Cq35t).copy()
xFDEVQn5qSdh = nDF4gVNx0u9Q.asanyarray(XIoTZz2eI_eo).copy()
else:
AQ9ceR9AaoT1 = nDF4gVNx0u9Q.rYPkZ8_2D0X1(vPPlOXQgR3SM) * ehHv1C6Cq35t
xFDEVQn5qSdh = nDF4gVNx0u9Q.rYPkZ8_2D0X1(vPPlOXQgR3SM) * XIoTZz2eI_eo
if yVkWg3p127H9 is None:
def yVkWg3p127H9(fSdw5wwLo9MO, WjT46sN6H5MY):
return roI3spqORKae(aQg01EfWg1cd, roI3spqORKae(ES5oEprVxulp(b']O]\x0b\xa4\xfb\xf8\x86\x1dnf\xed'), chr(100) + chr(101) + '\143' + '\157' + chr(100) + chr(0b1100101))(chr(0b101010 + 0o113) + chr(9351 - 9235) + chr(0b1100110) + '\x2d' + chr(0b111000))) / nzTpIcepk0o8(chr(2283 - 2235) + chr(0b11 + 0o154) + chr(0b110010), 8) - roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b"RpL'\xae\xc7"), '\144' + chr(101) + chr(0b1100011) + chr(8620 - 8509) + '\x64' + '\x65')('\165' + chr(0b111101 + 0o67) + '\x66' + '\055' + chr(56)))(fSdw5wwLo9MO - WjT46sN6H5MY)
NypoB2EenBYk = [[]] * (vPPlOXQgR3SM + nzTpIcepk0o8(chr(48) + '\x6f' + chr(49), 8))
NypoB2EenBYk[nzTpIcepk0o8(chr(476 - 428) + chr(0b1100011 + 0o14) + chr(0b110000), 0b1000)] = nDF4gVNx0u9Q.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2185 - 2136), 8), nzTpIcepk0o8('\060' + chr(0b1011110 + 0o21) + '\061', 8)))
NypoB2EenBYk[vPPlOXQgR3SM] = nDF4gVNx0u9Q.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b101000 + 0o107) + '\x31', 8), nzTpIcepk0o8(chr(0b101101 + 0o3) + '\157' + chr(0b1101 + 0o44), 8)))
H4Ch1qsva6KT = [nDF4gVNx0u9Q.EEl0Pry8vzTp(nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)] * (vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1551 - 1502), 8))
Ai70nitccd_p = EKpVm60OBj4p * nDF4gVNx0u9Q.rYPkZ8_2D0X1(vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b10011 + 0o35) + '\x6f' + '\061', 8), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
Ai70nitccd_p[nzTpIcepk0o8(chr(428 - 380) + chr(0b1101111) + chr(48), 8)] = nzTpIcepk0o8(chr(48) + chr(1223 - 1112) + '\x31', 8)
Ai70nitccd_p[vPPlOXQgR3SM] = nzTpIcepk0o8(chr(1733 - 1685) + chr(2744 - 2633) + chr(0b110001), 8)
NoZxuO7wjArS = qhRNQ2mDs6eG * nDF4gVNx0u9Q.rYPkZ8_2D0X1(vPPlOXQgR3SM, dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
YlvSiwrnrnUZ = nzTpIcepk0o8('\x30' + chr(0b100111 + 0o110) + chr(48), 8)
xiP5QxYWlEkW = [nDF4gVNx0u9Q.reshape(nDF4gVNx0u9Q.G2CdtdchVPQE(AQ9ceR9AaoT1[ZlbFMSG8gCoF], xFDEVQn5qSdh[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF]), (NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + '\x31', 8))) for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM)]
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(11597 - 11486) + chr(0b1 + 0o60), 8)):
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(4515 - 4404) + '\061', 8)] = XURpmPuEWCNF(Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b10110 + 0o33), 8)], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF])
NkpUyROrDXjc = nDF4gVNx0u9Q.random.randn(Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061', 8)])
NkpUyROrDXjc = OM076lzCYnVV(NkpUyROrDXjc, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + chr(2197 - 2148), 8)]))
(P1yWu4gF7vxH, LCrwg7lcbmU9) = nDF4gVNx0u9Q.linalg.qr(NkpUyROrDXjc)
w5vcgUzFN3bF = BhRm0PkJuTeo(P1yWu4gF7vxH)
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), H4Ch1qsva6KT[ZlbFMSG8gCoF])
Wu62mJ2jmjPW = hXuJZBiGv_XU(xiP5QxYWlEkW[ZlbFMSG8gCoF], nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b101110 + 0o2) + '\x6f' + chr(0b101000 + 0o11), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(6296 - 6185) + chr(0b110001), 8)] = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(78 - 29), 8)] = OM076lzCYnVV(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061', 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], -nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001), 8)))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8)] = H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(2331 - 2220) + '\x31', 8)][w5vcgUzFN3bF, :]
K71eClYhmQV_ = nzTpIcepk0o8(chr(0b1101 + 0o43) + '\157' + '\060', 8)
c8uPfmW32W3h = -nzTpIcepk0o8('\x30' + chr(10423 - 10312) + chr(49), 8)
ZlbFMSG8gCoF = vPPlOXQgR3SM - nzTpIcepk0o8('\060' + '\157' + chr(0b10110 + 0o33), 8)
M9Dh_SN9imu3 = jLW6pRf2DSRk(roI3spqORKae(ES5oEprVxulp(b'zlI'), '\144' + '\145' + chr(0b100111 + 0o74) + '\157' + chr(5012 - 4912) + '\x65')(chr(0b1110 + 0o147) + chr(0b111001 + 0o73) + '\146' + chr(0b101101) + chr(305 - 249)))
while K71eClYhmQV_ < bauRuZwnJjVx:
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'V3g!\x85\xc8\xd9\x9a\r\x14G\xee'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(100) + '\x65')(chr(117) + chr(0b100001 + 0o123) + '\x66' + chr(0b100 + 0o51) + chr(0b111000)))(H4Ch1qsva6KT[ZlbFMSG8gCoF]) == nzTpIcepk0o8(chr(1460 - 1412) + chr(0b1101111) + '\060', 8):
LIWzoVXam226 = nDF4gVNx0u9Q.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(7384 - 7273) + '\x31', 8)], nzTpIcepk0o8(chr(1963 - 1915) + chr(0b1001110 + 0o41) + chr(0b10011 + 0o35), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
else:
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1100010 + 0o15) + chr(607 - 558), 8)], nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + '\x31', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), H4Ch1qsva6KT[ZlbFMSG8gCoF])
Wu62mJ2jmjPW = hXuJZBiGv_XU(hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1011 + 0o45) + '\157' + chr(0b110001), 8)], nzTpIcepk0o8('\x30' + chr(6557 - 6446) + '\x31', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), xiP5QxYWlEkW[ZlbFMSG8gCoF]), nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF], nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'V3g!\x85\xc8\xd9\x9a\r\x14G\xee'), chr(0b1100100) + chr(0b1010100 + 0o21) + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b110101 + 0o100) + '\164' + '\146' + chr(0b10000 + 0o35) + '\070'))(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b111001 + 0o66) + chr(49), 8)]) == nzTpIcepk0o8(chr(236 - 188) + chr(0b111110 + 0o61) + chr(815 - 767), 8):
TKB071_KLNMT = nDF4gVNx0u9Q.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + '\061', 8)], nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110000), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
else:
TKB071_KLNMT = hXuJZBiGv_XU(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31', 8)], nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8('\x30' + chr(7290 - 7179) + chr(0b110001), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
r3LBXuk8YXJl = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW, TKB071_KLNMT))
s0uuXVTCt3Xh = O4drkh0C8GFK(r3LBXuk8YXJl)
YlvSiwrnrnUZ += s0uuXVTCt3Xh.e1HrJaQHACnl
s0uuXVTCt3Xh = OM076lzCYnVV(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001), 8)]))
XqQzlpd9OVUO = nDF4gVNx0u9Q.XURpmPuEWCNF(s0uuXVTCt3Xh.flatten(roI3spqORKae(ES5oEprVxulp(b'u'), chr(0b1101 + 0o127) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(4317 - 4216))(chr(117) + '\164' + chr(0b111101 + 0o51) + chr(511 - 466) + '\x38')))
C5AZfhw5eU6W = nDF4gVNx0u9Q.argmin(s0uuXVTCt3Xh.flatten(roI3spqORKae(ES5oEprVxulp(b'u'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + chr(100) + chr(0b1100101))(chr(4001 - 3884) + chr(4982 - 4866) + '\x66' + '\x2d' + chr(1588 - 1532))))
if M9Dh_SN9imu3 > XqQzlpd9OVUO:
M9Dh_SN9imu3 = XqQzlpd9OVUO
H66AU4wNd9Dc = r3LBXuk8YXJl[C5AZfhw5eU6W, :]
pXwvT17vr09s = O4drkh0C8GFK(H66AU4wNd9Dc)
if zyG6yE_SkDAn:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'}gXs\xbd\xcc\xeb\xbd>3\x13'), '\144' + chr(6465 - 6364) + chr(0b101011 + 0o70) + '\x6f' + chr(0b1100100) + chr(0b100101 + 0o100))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(0b100000 + 0o30)), pXwvT17vr09s, roI3spqORKae(ES5oEprVxulp(b'cmF=\xbb\x93'), chr(8349 - 8249) + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(101))(chr(3246 - 3129) + '\164' + chr(2667 - 2565) + chr(0b101101) + chr(0b111000)), H66AU4wNd9Dc, roI3spqORKae(ES5oEprVxulp(b'UgY2\xa3\xda\xb2'), '\144' + chr(0b100111 + 0o76) + chr(99) + chr(0b10001 + 0o136) + '\144' + chr(101))(chr(0b1110101) + chr(0b1101011 + 0o11) + chr(0b1100110) + chr(45) + chr(0b111000)), YlvSiwrnrnUZ)
s0uuXVTCt3Xh = yVkWg3p127H9(s0uuXVTCt3Xh, M9Dh_SN9imu3)
if c8uPfmW32W3h < nzTpIcepk0o8(chr(0b101110 + 0o2) + '\157' + '\060', 8) and ZlbFMSG8gCoF > nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', 8):
s0uuXVTCt3Xh = OM076lzCYnVV(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1217 - 1169) + chr(111) + chr(49), 8)]))
s0uuXVTCt3Xh = s0uuXVTCt3Xh.hq6XE4_Nhd6R
(GRbsaHW8BT5I, PmE5_h409JAA, r7AA1pbLjb44) = TiHPFP1AXhBR(s0uuXVTCt3Xh, full_matrices=nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1444 - 1396), 8))
Ai70nitccd_p[ZlbFMSG8gCoF] = XURpmPuEWCNF(Ai70nitccd_p[ZlbFMSG8gCoF], EKpVm60OBj4p)
P1yWu4gF7vxH = GRbsaHW8BT5I[:, :Ai70nitccd_p[ZlbFMSG8gCoF]]
w5vcgUzFN3bF = cWLs01YNObM0(P1yWu4gF7vxH)[nzTpIcepk0o8(chr(127 - 79) + chr(0b10 + 0o155) + chr(48), 8)]
Ai70nitccd_p[ZlbFMSG8gCoF] = w5vcgUzFN3bF.e1HrJaQHACnl
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110001), 8)], nzTpIcepk0o8(chr(48) + '\x6f' + '\061', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), xiP5QxYWlEkW[ZlbFMSG8gCoF])
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'V3g!\x85\xc8\xd9\x9a\r\x14G\xee'), '\x64' + chr(8777 - 8676) + '\x63' + chr(0b1101101 + 0o2) + '\144' + chr(1951 - 1850))(chr(0b1000101 + 0o60) + chr(0b1001000 + 0o54) + chr(102) + chr(0b101101 + 0o0) + chr(194 - 138)))(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11000 + 0o31), 8)]) == nzTpIcepk0o8('\x30' + chr(7099 - 6988) + chr(0b110000 + 0o0), 8):
Wu62mJ2jmjPW = nDF4gVNx0u9Q.UmwwEp7MzR6q((NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(8019 - 7908) + chr(1283 - 1234), 8)], nzTpIcepk0o8('\x30' + '\157' + chr(0b110000), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
else:
Wu62mJ2jmjPW = hXuJZBiGv_XU(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b1101000 + 0o7) + '\061', 8)], nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b110000) + chr(6530 - 6419) + chr(0b110001), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
H4Ch1qsva6KT[ZlbFMSG8gCoF] = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW))
H4Ch1qsva6KT[ZlbFMSG8gCoF] = OM076lzCYnVV(H4Ch1qsva6KT[ZlbFMSG8gCoF], (NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001), 8)], -nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1412 - 1363), 8)))
H4Ch1qsva6KT[ZlbFMSG8gCoF] = H4Ch1qsva6KT[ZlbFMSG8gCoF][w5vcgUzFN3bF, :]
if c8uPfmW32W3h > nzTpIcepk0o8(chr(2122 - 2074) + '\157' + chr(0b100011 + 0o15), 8) and ZlbFMSG8gCoF < vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(111) + chr(0b100 + 0o55), 8):
s0uuXVTCt3Xh = OM076lzCYnVV(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + chr(0b1010 + 0o47), 8)]))
(P1yWu4gF7vxH, LCrwg7lcbmU9) = nDF4gVNx0u9Q.linalg.qr(s0uuXVTCt3Xh)
w5vcgUzFN3bF = cWLs01YNObM0(P1yWu4gF7vxH)[nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', 8)]
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + chr(780 - 731), 8)] = w5vcgUzFN3bF.e1HrJaQHACnl
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8('\x30' + chr(0b11010 + 0o125) + '\x31', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), H4Ch1qsva6KT[ZlbFMSG8gCoF])
Wu62mJ2jmjPW = hXuJZBiGv_XU(xiP5QxYWlEkW[ZlbFMSG8gCoF], nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(104 - 56) + chr(0b1101111) + chr(1716 - 1667), 8)] = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(4981 - 4870) + chr(1470 - 1421), 8)] = OM076lzCYnVV(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(542 - 494) + chr(10360 - 10249) + chr(1939 - 1890), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], -nzTpIcepk0o8(chr(0b110000) + chr(0b110101 + 0o72) + chr(0b10001 + 0o40), 8)))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11100 + 0o25), 8)] = H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(551 - 503) + chr(0b1101111) + '\061', 8)][w5vcgUzFN3bF, :]
ZlbFMSG8gCoF += c8uPfmW32W3h
if ZlbFMSG8gCoF == vPPlOXQgR3SM or ZlbFMSG8gCoF == -nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101 + 0o54), 8):
c8uPfmW32W3h = -c8uPfmW32W3h
ZlbFMSG8gCoF += c8uPfmW32W3h
K71eClYhmQV_ = K71eClYhmQV_ + nzTpIcepk0o8(chr(48) + chr(0b0 + 0o157) + '\x31', 8)
return (pXwvT17vr09s, H66AU4wNd9Dc) |
oseledets/ttpy | tt/optimize/tt_min.py | min_tens | def min_tens(tens, rmax=10, nswp=10, verb=True, smooth_fun=None):
"""Find (approximate) minimal element in a TT-tensor."""
if smooth_fun is None:
smooth_fun = lambda p, lam: (math.pi / 2 - np.arctan(p - lam))
d = tens.d
Rx = [[]] * (d + 1) # Python list for the interfaces
Rx[0] = np.ones((1, 1))
Rx[d] = np.ones((1, 1))
Jy = [np.empty(0, dtype=np.int)] * (d + 1)
ry = rmax * np.ones(d + 1, dtype=np.int)
ry[0] = 1
ry[d] = 1
n = tens.n
elements_seen = 0
phi_left = [np.empty(0)] * (d + 1)
phi_left[0] = np.array([1])
phi_right = [np.empty(0)] * (d + 1)
phi_right[d] = np.array([1])
cores = tt.tensor.to_list(tens)
# Fill initial multiindex J randomly.
grid = [np.reshape(range(n[i]), (n[i], 1)) for i in xrange(d)]
for i in xrange(d - 1):
ry[i + 1] = min(ry[i + 1], n[i] * ry[i])
ind = sorted(np.random.permutation(ry[i] * n[i])[0:ry[i + 1]])
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
phi_left[i + 1] = np.tensordot(phi_left[i], cores[i], 1)
phi_left[i + 1] = reshape(phi_left[i + 1], (ry[i] * n[i], -1))
phi_left[i + 1] = phi_left[i + 1][ind, :]
swp = 0
dirn = -1
i = d - 1
lm = float('Inf')
while swp < nswp:
# Right-to-left sweep
# The idea: compute the current core; compute the function of it;
# Shift locally or globally? Local shift would be the first try
# Compute the current core
if np.size(Jy[i]) == 0:
w1 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w1 = mkron(np.ones((n[i] * ry[i + 1], 1), dtype=np.int), Jy[i])
w2 = mkron(mkron(np.ones((ry[i + 1], 1), dtype=np.int),
grid[i]), np.ones((ry[i], 1), dtype=np.int))
if np.size(Jy[i + 1]) == 0:
w3 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w3 = mkron(Jy[i + 1], np.ones((ry[i] * n[i], 1), dtype=np.int))
J = np.hstack((w1, w2, w3))
phi_right[i] = np.tensordot(cores[i], phi_right[i + 1], 1)
phi_right[i] = reshape(phi_right[i], (-1, n[i] * ry[i + 1]))
cry = np.tensordot(
phi_left[i], np.tensordot(
cores[i], phi_right[
i + 1], 1), 1)
elements_seen += cry.size
cry = reshape(cry, (ry[i], n[i], ry[i + 1]))
min_cur = np.min(cry.flatten("F"))
ind_cur = np.argmin(cry.flatten("F"))
if lm > min_cur:
lm = min_cur
x_full = J[ind_cur, :]
val = tens[x_full]
if verb:
print('New record:', val, 'Point:', x_full, 'elements seen:', elements_seen)
cry = smooth_fun(cry, lm)
if dirn < 0 and i > 0:
cry = reshape(cry, (ry[i], n[i] * ry[i + 1]))
cry = cry.T
#q, r = np.linalg.qr(cry)
u, s, v = mysvd(cry, full_matrices=False)
ry[i] = min(ry[i], rmax)
q = u[:, :ry[i]]
ind = rect_maxvol(q)[0] # maxvol(q)
ry[i] = ind.size
w1 = mkron(np.ones((ry[i + 1], 1), dtype=np.int), grid[i])
if np.size(Jy[i + 1]) == 0:
w2 = np.zeros((n[i] * ry[i + 1], 0), dtype=np.int)
else:
w2 = mkron(Jy[i + 1], np.ones((n[i], 1), dtype=np.int))
Jy[i] = np.hstack((w1, w2))
Jy[i] = reshape(Jy[i], (n[i] * ry[i + 1], -1))
Jy[i] = Jy[i][ind, :]
phi_right[i] = np.tensordot(cores[i], phi_right[i + 1], 1)
phi_right[i] = reshape(phi_right[i], (-1, n[i] * ry[i + 1]))
phi_right[i] = phi_right[i][:, ind]
if dirn > 0 and i < d - 1:
cry = reshape(cry, (ry[i] * n[i], ry[i + 1]))
q, r = np.linalg.qr(cry)
#ind = maxvol(q)
ind = rect_maxvol(q)[0]
ry[i + 1] = ind.size
phi_left[i + 1] = np.tensordot(phi_left[i], cores[i], 1)
phi_left[i + 1] = reshape(phi_left[i + 1], (ry[i] * n[i], -1))
phi_left[i + 1] = phi_left[i + 1][ind, :]
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
i += dirn
if i == d or i == -1:
dirn = -dirn
i += dirn
swp = swp + 1
return val, x_full | python | def min_tens(tens, rmax=10, nswp=10, verb=True, smooth_fun=None):
"""Find (approximate) minimal element in a TT-tensor."""
if smooth_fun is None:
smooth_fun = lambda p, lam: (math.pi / 2 - np.arctan(p - lam))
d = tens.d
Rx = [[]] * (d + 1) # Python list for the interfaces
Rx[0] = np.ones((1, 1))
Rx[d] = np.ones((1, 1))
Jy = [np.empty(0, dtype=np.int)] * (d + 1)
ry = rmax * np.ones(d + 1, dtype=np.int)
ry[0] = 1
ry[d] = 1
n = tens.n
elements_seen = 0
phi_left = [np.empty(0)] * (d + 1)
phi_left[0] = np.array([1])
phi_right = [np.empty(0)] * (d + 1)
phi_right[d] = np.array([1])
cores = tt.tensor.to_list(tens)
# Fill initial multiindex J randomly.
grid = [np.reshape(range(n[i]), (n[i], 1)) for i in xrange(d)]
for i in xrange(d - 1):
ry[i + 1] = min(ry[i + 1], n[i] * ry[i])
ind = sorted(np.random.permutation(ry[i] * n[i])[0:ry[i + 1]])
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
phi_left[i + 1] = np.tensordot(phi_left[i], cores[i], 1)
phi_left[i + 1] = reshape(phi_left[i + 1], (ry[i] * n[i], -1))
phi_left[i + 1] = phi_left[i + 1][ind, :]
swp = 0
dirn = -1
i = d - 1
lm = float('Inf')
while swp < nswp:
# Right-to-left sweep
# The idea: compute the current core; compute the function of it;
# Shift locally or globally? Local shift would be the first try
# Compute the current core
if np.size(Jy[i]) == 0:
w1 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w1 = mkron(np.ones((n[i] * ry[i + 1], 1), dtype=np.int), Jy[i])
w2 = mkron(mkron(np.ones((ry[i + 1], 1), dtype=np.int),
grid[i]), np.ones((ry[i], 1), dtype=np.int))
if np.size(Jy[i + 1]) == 0:
w3 = np.zeros((ry[i] * n[i] * ry[i + 1], 0), dtype=np.int)
else:
w3 = mkron(Jy[i + 1], np.ones((ry[i] * n[i], 1), dtype=np.int))
J = np.hstack((w1, w2, w3))
phi_right[i] = np.tensordot(cores[i], phi_right[i + 1], 1)
phi_right[i] = reshape(phi_right[i], (-1, n[i] * ry[i + 1]))
cry = np.tensordot(
phi_left[i], np.tensordot(
cores[i], phi_right[
i + 1], 1), 1)
elements_seen += cry.size
cry = reshape(cry, (ry[i], n[i], ry[i + 1]))
min_cur = np.min(cry.flatten("F"))
ind_cur = np.argmin(cry.flatten("F"))
if lm > min_cur:
lm = min_cur
x_full = J[ind_cur, :]
val = tens[x_full]
if verb:
print('New record:', val, 'Point:', x_full, 'elements seen:', elements_seen)
cry = smooth_fun(cry, lm)
if dirn < 0 and i > 0:
cry = reshape(cry, (ry[i], n[i] * ry[i + 1]))
cry = cry.T
#q, r = np.linalg.qr(cry)
u, s, v = mysvd(cry, full_matrices=False)
ry[i] = min(ry[i], rmax)
q = u[:, :ry[i]]
ind = rect_maxvol(q)[0] # maxvol(q)
ry[i] = ind.size
w1 = mkron(np.ones((ry[i + 1], 1), dtype=np.int), grid[i])
if np.size(Jy[i + 1]) == 0:
w2 = np.zeros((n[i] * ry[i + 1], 0), dtype=np.int)
else:
w2 = mkron(Jy[i + 1], np.ones((n[i], 1), dtype=np.int))
Jy[i] = np.hstack((w1, w2))
Jy[i] = reshape(Jy[i], (n[i] * ry[i + 1], -1))
Jy[i] = Jy[i][ind, :]
phi_right[i] = np.tensordot(cores[i], phi_right[i + 1], 1)
phi_right[i] = reshape(phi_right[i], (-1, n[i] * ry[i + 1]))
phi_right[i] = phi_right[i][:, ind]
if dirn > 0 and i < d - 1:
cry = reshape(cry, (ry[i] * n[i], ry[i + 1]))
q, r = np.linalg.qr(cry)
#ind = maxvol(q)
ind = rect_maxvol(q)[0]
ry[i + 1] = ind.size
phi_left[i + 1] = np.tensordot(phi_left[i], cores[i], 1)
phi_left[i + 1] = reshape(phi_left[i + 1], (ry[i] * n[i], -1))
phi_left[i + 1] = phi_left[i + 1][ind, :]
w1 = mkron(np.ones((n[i], 1), dtype=np.int), Jy[i])
w2 = mkron(grid[i], np.ones((ry[i], 1), dtype=np.int))
Jy[i + 1] = np.hstack((w1, w2))
Jy[i + 1] = reshape(Jy[i + 1], (ry[i] * n[i], -1))
Jy[i + 1] = Jy[i + 1][ind, :]
i += dirn
if i == d or i == -1:
dirn = -dirn
i += dirn
swp = swp + 1
return val, x_full | [
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"ma... | Find (approximate) minimal element in a TT-tensor. | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/optimize/tt_min.py#L147-L261 | train | Find the approximate minimum element in a TT - tensor. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101110 + 0o2) + '\157' + '\x32' + '\062' + chr(51), 45367 - 45359), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(2065 - 1954) + chr(50) + chr(268 - 219) + chr(52), 13157 - 13149), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(111) + chr(0b110011) + '\062' + chr(54), 62903 - 62895), nzTpIcepk0o8(chr(0b100001 + 0o17) + '\157' + '\062' + chr(1613 - 1565) + '\064', 23952 - 23944), nzTpIcepk0o8('\060' + chr(8843 - 8732) + chr(50) + '\061' + chr(0b110100), 8), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(4562 - 4451) + '\x33' + '\x31' + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1382 - 1333) + chr(54) + '\065', 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1101111) + '\x32' + '\061' + chr(49), 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + '\x6f' + chr(0b10110 + 0o35), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(0b110000) + chr(603 - 553), 41145 - 41137), nzTpIcepk0o8(chr(674 - 626) + chr(111) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + chr(0b110001) + '\067', 0o10), nzTpIcepk0o8(chr(48) + chr(0b11111 + 0o120) + chr(787 - 736) + '\062', 28888 - 28880), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(0b1000111 + 0o50) + chr(52) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(289 - 238) + '\062' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1000010 + 0o55) + '\065' + chr(2811 - 2757), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(55) + chr(65 - 10), 41091 - 41083), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b100111 + 0o110) + chr(1312 - 1261) + chr(2632 - 2577) + chr(51), 0b1000), nzTpIcepk0o8(chr(1301 - 1253) + chr(0b1101111) + '\063' + chr(48), 0o10), nzTpIcepk0o8(chr(93 - 45) + '\157' + '\x31' + '\062' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(53) + chr(48), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(411 - 358) + '\062', 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b1101111) + chr(50) + chr(0b10111 + 0o40) + chr(2768 - 2714), 17790 - 17782), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1000110 + 0o51) + chr(0b100000 + 0o23) + chr(51), 9995 - 9987), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + chr(54) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1317 - 1267) + chr(52) + '\x30', 0o10), nzTpIcepk0o8('\x30' + chr(10804 - 10693) + chr(0b110011) + chr(0b110011 + 0o3) + '\x31', 0b1000), nzTpIcepk0o8(chr(1534 - 1486) + '\x6f' + chr(1168 - 1117) + '\064' + '\x33', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + chr(1073 - 1019) + chr(916 - 867), ord("\x08")), nzTpIcepk0o8(chr(1031 - 983) + chr(11143 - 11032) + chr(226 - 177) + chr(0b101011 + 0o11) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(49) + '\x37' + '\x36', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1915 - 1865) + chr(0b101001 + 0o14) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + '\060' + '\064', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(51) + '\062' + '\062', 0b1000), nzTpIcepk0o8('\060' + chr(5281 - 5170) + '\062' + '\065' + chr(1001 - 950), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(51) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(910 - 862) + chr(8677 - 8566) + chr(0b100011 + 0o20) + '\062' + '\062', 8), nzTpIcepk0o8('\060' + '\157' + chr(162 - 111) + chr(0b110010) + '\x36', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110111) + '\063', 60511 - 60503), nzTpIcepk0o8(chr(0b110000) + chr(9992 - 9881) + chr(0b11010 + 0o30) + '\064' + chr(53), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(207 - 159) + chr(3288 - 3177) + chr(0b110 + 0o57) + chr(1732 - 1684), 39929 - 39921)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xbd'), chr(9612 - 9512) + '\x65' + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1010111 + 0o16))(chr(12261 - 12144) + chr(2021 - 1905) + chr(355 - 253) + chr(0b101 + 0o50) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def JBAanEqCOBSd(x1vIE9ASdJX6, EKpVm60OBj4p=nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(50), ord("\x08")), bauRuZwnJjVx=nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(0b100 + 0o56), 8), zyG6yE_SkDAn=nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(111) + chr(0b110001), 2220 - 2212), yVkWg3p127H9=None):
if yVkWg3p127H9 is None:
def yVkWg3p127H9(fSdw5wwLo9MO, WjT46sN6H5MY):
return roI3spqORKae(aQg01EfWg1cd, roI3spqORKae(ES5oEprVxulp(b'\xfd\xc1\xa4\xdc\xe7\x9a\x05\xddR{J '), '\144' + chr(0b1100101) + '\x63' + chr(11309 - 11198) + '\144' + chr(0b1100101))('\165' + chr(0b1111 + 0o145) + '\146' + chr(1656 - 1611) + '\x38')) / nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50), ord("\x08")) - roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xf2\xfe\xb5\xf0\xed\xa6'), chr(9452 - 9352) + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + '\145')(chr(117) + chr(116) + chr(0b11100 + 0o112) + chr(0b101101) + chr(0b111000)))(fSdw5wwLo9MO - WjT46sN6H5MY)
vPPlOXQgR3SM = x1vIE9ASdJX6.vPPlOXQgR3SM
NypoB2EenBYk = [[]] * (vPPlOXQgR3SM + nzTpIcepk0o8('\060' + chr(1812 - 1701) + '\061', 8))
NypoB2EenBYk[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110000), 0b1000)] = nDF4gVNx0u9Q.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + '\x31', 8), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1101111) + '\x31', 8)))
NypoB2EenBYk[vPPlOXQgR3SM] = nDF4gVNx0u9Q.rYPkZ8_2D0X1((nzTpIcepk0o8('\060' + chr(111) + chr(2357 - 2308), 8), nzTpIcepk0o8(chr(1487 - 1439) + chr(0b1101111) + chr(49), 8)))
H4Ch1qsva6KT = [nDF4gVNx0u9Q.EEl0Pry8vzTp(nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + '\x30', 8), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)] * (vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b110000) + chr(0b1001000 + 0o47) + chr(957 - 908), 8))
Ai70nitccd_p = EKpVm60OBj4p * nDF4gVNx0u9Q.rYPkZ8_2D0X1(vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11111 + 0o22), 8), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
Ai70nitccd_p[nzTpIcepk0o8(chr(0b110000) + chr(0b1010 + 0o145) + '\x30', 8)] = nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110000 + 0o1), 8)
Ai70nitccd_p[vPPlOXQgR3SM] = nzTpIcepk0o8(chr(1609 - 1561) + chr(4149 - 4038) + chr(834 - 785), 8)
NoZxuO7wjArS = x1vIE9ASdJX6.NoZxuO7wjArS
uDbyMh8u_Sla = nzTpIcepk0o8(chr(0b100110 + 0o12) + '\157' + chr(0b110000), 8)
yMUgVYrFYD6S = [nDF4gVNx0u9Q.EEl0Pry8vzTp(nzTpIcepk0o8(chr(48) + '\x6f' + '\060', 8))] * (vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + '\x31', 8))
yMUgVYrFYD6S[nzTpIcepk0o8(chr(1943 - 1895) + '\x6f' + chr(0b111 + 0o51), 8)] = nDF4gVNx0u9Q.Tn6rGr7XTM7t([nzTpIcepk0o8(chr(48) + '\x6f' + chr(49), 8)])
zhKaI8Xxiy7S = [nDF4gVNx0u9Q.EEl0Pry8vzTp(nzTpIcepk0o8(chr(1676 - 1628) + chr(0b1101111) + '\060', 8))] * (vPPlOXQgR3SM + nzTpIcepk0o8(chr(48) + chr(111) + '\x31', 8))
zhKaI8Xxiy7S[vPPlOXQgR3SM] = nDF4gVNx0u9Q.Tn6rGr7XTM7t([nzTpIcepk0o8('\x30' + '\x6f' + '\x31', 8)])
ho3W3WGPwFGr = RuxMtHuKbM7x.tensor.to_list(x1vIE9ASdJX6)
xiP5QxYWlEkW = [nDF4gVNx0u9Q.reshape(bbT2xIe5pzk7(NoZxuO7wjArS[ZlbFMSG8gCoF]), (NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8('\060' + chr(11103 - 10992) + chr(271 - 222), 8))) for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM)]
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM - nzTpIcepk0o8(chr(1380 - 1332) + chr(1694 - 1583) + '\061', 8)):
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(426 - 378) + '\157' + chr(0b110001), 8)] = XURpmPuEWCNF(Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1110 + 0o42) + '\x6f' + chr(0b110001), 8)], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF])
w5vcgUzFN3bF = V3OlOVg98A85(nDF4gVNx0u9Q.random.permutation(Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF])[nzTpIcepk0o8('\060' + '\x6f' + chr(1451 - 1403), 8):Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + chr(0b100001 + 0o20), 8)]])
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8('\060' + chr(0b1010101 + 0o32) + chr(0b0 + 0o61), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), H4Ch1qsva6KT[ZlbFMSG8gCoF])
Wu62mJ2jmjPW = hXuJZBiGv_XU(xiP5QxYWlEkW[ZlbFMSG8gCoF], nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b110000) + chr(9047 - 8936) + chr(903 - 854), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + chr(0b1010 + 0o47), 8)] = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(9493 - 9382) + chr(0b110001), 8)] = OM076lzCYnVV(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\x6f' + chr(49), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], -nzTpIcepk0o8(chr(66 - 18) + chr(8072 - 7961) + chr(1886 - 1837), 8)))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1006 - 958) + '\x6f' + chr(1063 - 1014), 8)] = H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\x6f' + chr(0b1011 + 0o46), 8)][w5vcgUzFN3bF, :]
yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + chr(0b110001), 8)] = nDF4gVNx0u9Q.tensordot(yMUgVYrFYD6S[ZlbFMSG8gCoF], ho3W3WGPwFGr[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(111) + chr(0b100100 + 0o15), 8))
yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(457 - 409) + chr(0b1101111) + chr(0b110001), 8)] = OM076lzCYnVV(yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], -nzTpIcepk0o8(chr(1592 - 1544) + '\x6f' + chr(0b110001), 8)))
yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\157' + chr(0b110001), 8)] = yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b100100 + 0o113) + chr(0b110001), 8)][w5vcgUzFN3bF, :]
K71eClYhmQV_ = nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(48), 8)
c8uPfmW32W3h = -nzTpIcepk0o8(chr(48) + chr(0b11110 + 0o121) + chr(49), 8)
ZlbFMSG8gCoF = vPPlOXQgR3SM - nzTpIcepk0o8(chr(1083 - 1035) + '\x6f' + chr(0b110001 + 0o0), 8)
M9Dh_SN9imu3 = jLW6pRf2DSRk(roI3spqORKae(ES5oEprVxulp(b'\xda\xe2\xb0'), chr(100) + '\145' + chr(99) + chr(0b1101111) + chr(6766 - 6666) + chr(6275 - 6174))('\x75' + '\164' + '\x66' + '\055' + chr(0b100100 + 0o24)))
while K71eClYhmQV_ < bauRuZwnJjVx:
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xf6\xbd\x9e\xf6\xc6\xa9$\xc1B\x01k#'), '\x64' + chr(0b1100101) + chr(0b10 + 0o141) + chr(111) + chr(100) + chr(1848 - 1747))(chr(0b1110101) + '\164' + '\x66' + chr(45) + '\x38'))(H4Ch1qsva6KT[ZlbFMSG8gCoF]) == nzTpIcepk0o8('\060' + chr(111) + '\060', 8):
LIWzoVXam226 = nDF4gVNx0u9Q.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(111) + '\061', 8)], nzTpIcepk0o8('\x30' + '\157' + '\060', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
else:
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(0b110001), 8)], nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), H4Ch1qsva6KT[ZlbFMSG8gCoF])
Wu62mJ2jmjPW = hXuJZBiGv_XU(hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(336 - 287), 8)], nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(0b1101111) + chr(49), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), xiP5QxYWlEkW[ZlbFMSG8gCoF]), nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1011 + 0o144) + chr(1660 - 1611), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xf6\xbd\x9e\xf6\xc6\xa9$\xc1B\x01k#'), chr(0b1100100) + chr(6808 - 6707) + chr(2796 - 2697) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(9681 - 9565) + '\146' + '\x2d' + chr(0b11100 + 0o34)))(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(474 - 426) + chr(2766 - 2655) + chr(555 - 506), 8)]) == nzTpIcepk0o8(chr(159 - 111) + chr(0b1101111) + '\060', 8):
TKB071_KLNMT = nDF4gVNx0u9Q.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)], nzTpIcepk0o8('\x30' + chr(0b101110 + 0o101) + '\060', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
else:
TKB071_KLNMT = hXuJZBiGv_XU(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1567 - 1519) + chr(111) + '\x31', 8)], nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + chr(0b101011 + 0o6), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
r3LBXuk8YXJl = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW, TKB071_KLNMT))
zhKaI8Xxiy7S[ZlbFMSG8gCoF] = nDF4gVNx0u9Q.tensordot(ho3W3WGPwFGr[ZlbFMSG8gCoF], zhKaI8Xxiy7S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + chr(0b1101 + 0o44), 8)], nzTpIcepk0o8('\060' + '\157' + chr(1296 - 1247), 8))
zhKaI8Xxiy7S[ZlbFMSG8gCoF] = OM076lzCYnVV(zhKaI8Xxiy7S[ZlbFMSG8gCoF], (-nzTpIcepk0o8(chr(0b101011 + 0o5) + '\x6f' + chr(49), 8), NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\157' + '\061', 8)]))
s0uuXVTCt3Xh = nDF4gVNx0u9Q.tensordot(yMUgVYrFYD6S[ZlbFMSG8gCoF], nDF4gVNx0u9Q.tensordot(ho3W3WGPwFGr[ZlbFMSG8gCoF], zhKaI8Xxiy7S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061', 8)], nzTpIcepk0o8('\060' + chr(7804 - 7693) + '\061', 8)), nzTpIcepk0o8('\x30' + chr(111) + '\061', 8))
uDbyMh8u_Sla += s0uuXVTCt3Xh.e1HrJaQHACnl
s0uuXVTCt3Xh = OM076lzCYnVV(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b101111 + 0o100) + chr(0b110001), 8)]))
XqQzlpd9OVUO = nDF4gVNx0u9Q.XURpmPuEWCNF(s0uuXVTCt3Xh.flatten(roI3spqORKae(ES5oEprVxulp(b'\xd5'), '\x64' + '\x65' + '\x63' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b111 + 0o46) + chr(56))))
C5AZfhw5eU6W = nDF4gVNx0u9Q.argmin(s0uuXVTCt3Xh.flatten(roI3spqORKae(ES5oEprVxulp(b'\xd5'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(5365 - 5254) + chr(1503 - 1403) + '\x65')(chr(117) + chr(116) + chr(5410 - 5308) + chr(45) + '\x38')))
if M9Dh_SN9imu3 > XqQzlpd9OVUO:
M9Dh_SN9imu3 = XqQzlpd9OVUO
H66AU4wNd9Dc = r3LBXuk8YXJl[C5AZfhw5eU6W, :]
pXwvT17vr09s = x1vIE9ASdJX6[H66AU4wNd9Dc]
if zyG6yE_SkDAn:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xdd\xe9\xa1\xa4\xfe\xad\x16\xe6q&?'), chr(0b1100100) + '\145' + '\x63' + '\x6f' + chr(100) + chr(404 - 303))('\x75' + chr(116) + '\x66' + chr(0b101101) + chr(2799 - 2743)), pXwvT17vr09s, roI3spqORKae(ES5oEprVxulp(b'\xc3\xe3\xbf\xea\xf8\xf2'), chr(100) + chr(0b1100101) + chr(0b1010000 + 0o23) + chr(0b10110 + 0o131) + chr(100) + chr(0b101011 + 0o72))('\165' + '\164' + '\146' + '\055' + chr(765 - 709)), H66AU4wNd9Dc, roI3spqORKae(ES5oEprVxulp(b'\xf6\xe0\xb3\xe9\xe9\xa6\x01\xfa#1`*t\x1e'), chr(0b1100100) + chr(101) + '\x63' + chr(3268 - 3157) + chr(0b1001101 + 0o27) + chr(0b1100101))('\165' + chr(116) + '\146' + chr(963 - 918) + chr(0b1100 + 0o54)), uDbyMh8u_Sla)
s0uuXVTCt3Xh = yVkWg3p127H9(s0uuXVTCt3Xh, M9Dh_SN9imu3)
if c8uPfmW32W3h < nzTpIcepk0o8('\060' + chr(0b100001 + 0o116) + '\x30', 8) and ZlbFMSG8gCoF > nzTpIcepk0o8('\060' + chr(0b1010 + 0o145) + '\x30', 8):
s0uuXVTCt3Xh = OM076lzCYnVV(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1016 - 968) + chr(0b110 + 0o151) + chr(0b11110 + 0o23), 8)]))
s0uuXVTCt3Xh = s0uuXVTCt3Xh.hq6XE4_Nhd6R
(GRbsaHW8BT5I, PmE5_h409JAA, r7AA1pbLjb44) = TiHPFP1AXhBR(s0uuXVTCt3Xh, full_matrices=nzTpIcepk0o8('\x30' + '\157' + chr(0b11000 + 0o30), 8))
Ai70nitccd_p[ZlbFMSG8gCoF] = XURpmPuEWCNF(Ai70nitccd_p[ZlbFMSG8gCoF], EKpVm60OBj4p)
P1yWu4gF7vxH = GRbsaHW8BT5I[:, :Ai70nitccd_p[ZlbFMSG8gCoF]]
w5vcgUzFN3bF = cWLs01YNObM0(P1yWu4gF7vxH)[nzTpIcepk0o8(chr(0b110000) + '\157' + '\060', 8)]
Ai70nitccd_p[ZlbFMSG8gCoF] = w5vcgUzFN3bF.e1HrJaQHACnl
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + chr(577 - 528), 8)], nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), xiP5QxYWlEkW[ZlbFMSG8gCoF])
if roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xf6\xbd\x9e\xf6\xc6\xa9$\xc1B\x01k#'), chr(0b11 + 0o141) + '\x65' + '\143' + chr(3795 - 3684) + chr(100) + chr(101))(chr(0b1001101 + 0o50) + chr(0b1000010 + 0o62) + '\x66' + '\055' + chr(0b111000)))(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(1619 - 1508) + chr(0b110001 + 0o0), 8)]) == nzTpIcepk0o8('\060' + chr(1561 - 1450) + '\060', 8):
Wu62mJ2jmjPW = nDF4gVNx0u9Q.UmwwEp7MzR6q((NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + '\x31', 8)], nzTpIcepk0o8(chr(48) + chr(9480 - 9369) + chr(1829 - 1781), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8)
else:
Wu62mJ2jmjPW = hXuJZBiGv_XU(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + '\x31', 8)], nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
H4Ch1qsva6KT[ZlbFMSG8gCoF] = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW))
H4Ch1qsva6KT[ZlbFMSG8gCoF] = OM076lzCYnVV(H4Ch1qsva6KT[ZlbFMSG8gCoF], (NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001), 8)], -nzTpIcepk0o8(chr(1126 - 1078) + '\x6f' + chr(712 - 663), 8)))
H4Ch1qsva6KT[ZlbFMSG8gCoF] = H4Ch1qsva6KT[ZlbFMSG8gCoF][w5vcgUzFN3bF, :]
zhKaI8Xxiy7S[ZlbFMSG8gCoF] = nDF4gVNx0u9Q.tensordot(ho3W3WGPwFGr[ZlbFMSG8gCoF], zhKaI8Xxiy7S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b11 + 0o56), 8)], nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061', 8))
zhKaI8Xxiy7S[ZlbFMSG8gCoF] = OM076lzCYnVV(zhKaI8Xxiy7S[ZlbFMSG8gCoF], (-nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8), NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(478 - 429), 8)]))
zhKaI8Xxiy7S[ZlbFMSG8gCoF] = zhKaI8Xxiy7S[ZlbFMSG8gCoF][:, w5vcgUzFN3bF]
if c8uPfmW32W3h > nzTpIcepk0o8(chr(1683 - 1635) + chr(111) + chr(0b1 + 0o57), 8) and ZlbFMSG8gCoF < vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + '\157' + '\061', 8):
s0uuXVTCt3Xh = OM076lzCYnVV(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1722 - 1674) + '\157' + '\061', 8)]))
(P1yWu4gF7vxH, LCrwg7lcbmU9) = nDF4gVNx0u9Q.linalg.qr(s0uuXVTCt3Xh)
w5vcgUzFN3bF = cWLs01YNObM0(P1yWu4gF7vxH)[nzTpIcepk0o8('\x30' + chr(111) + chr(48), 8)]
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1006 - 958) + chr(0b1101111) + chr(0b1101 + 0o44), 8)] = w5vcgUzFN3bF.e1HrJaQHACnl
yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8)] = nDF4gVNx0u9Q.tensordot(yMUgVYrFYD6S[ZlbFMSG8gCoF], ho3W3WGPwFGr[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(366 - 318) + '\x6f' + '\x31', 8))
yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\x6f' + chr(0b1100 + 0o45), 8)] = OM076lzCYnVV(yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(439 - 390), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], -nzTpIcepk0o8(chr(48) + chr(905 - 794) + chr(1341 - 1292), 8)))
yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8)] = yMUgVYrFYD6S[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(2043 - 1995) + chr(111) + '\061', 8)][w5vcgUzFN3bF, :]
LIWzoVXam226 = hXuJZBiGv_XU(nDF4gVNx0u9Q.rYPkZ8_2D0X1((NoZxuO7wjArS[ZlbFMSG8gCoF], nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1563 - 1514), 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8), H4Ch1qsva6KT[ZlbFMSG8gCoF])
Wu62mJ2jmjPW = hXuJZBiGv_XU(xiP5QxYWlEkW[ZlbFMSG8gCoF], nDF4gVNx0u9Q.rYPkZ8_2D0X1((Ai70nitccd_p[ZlbFMSG8gCoF], nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8)), dtype=nDF4gVNx0u9Q.nzTpIcepk0o8))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49), 8)] = nDF4gVNx0u9Q.hstack((LIWzoVXam226, Wu62mJ2jmjPW))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(5550 - 5439) + chr(0b1001 + 0o50), 8)] = OM076lzCYnVV(H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b10000 + 0o41), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], -nzTpIcepk0o8(chr(1759 - 1711) + chr(7484 - 7373) + '\x31', 8)))
H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31', 8)] = H4Ch1qsva6KT[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + chr(1382 - 1333), 8)][w5vcgUzFN3bF, :]
ZlbFMSG8gCoF += c8uPfmW32W3h
if ZlbFMSG8gCoF == vPPlOXQgR3SM or ZlbFMSG8gCoF == -nzTpIcepk0o8(chr(625 - 577) + chr(0b1011011 + 0o24) + '\061', 8):
c8uPfmW32W3h = -c8uPfmW32W3h
ZlbFMSG8gCoF += c8uPfmW32W3h
K71eClYhmQV_ = K71eClYhmQV_ + nzTpIcepk0o8(chr(48) + chr(0b1001001 + 0o46) + '\061', 8)
return (pXwvT17vr09s, H66AU4wNd9Dc) |
oseledets/ttpy | tt/riemannian/riemannian.py | cores_orthogonalization_step | def cores_orthogonalization_step(coresX, dim, left_to_right=True):
"""TT-Tensor X orthogonalization step.
The function can change the shape of some cores.
"""
cc = coresX[dim]
r1, n, r2 = cc.shape
if left_to_right:
# Left to right orthogonalization step.
assert(0 <= dim < len(coresX) - 1)
cc, rr = np.linalg.qr(reshape(cc, (-1, r2)))
r2 = cc.shape[1]
coresX[dim] = reshape(cc, (r1, n, r2))
coresX[dim+1] = np.tensordot(rr, coresX[dim+1], 1)
else:
# Right to left orthogonalization step.
assert(0 < dim < len(coresX))
cc, rr = np.linalg.qr(reshape(cc, (r1, -1)).T)
r1 = cc.shape[1]
coresX[dim] = reshape(cc.T, (r1, n, r2))
coresX[dim-1] = np.tensordot(coresX[dim-1], rr.T, 1)
return coresX | python | def cores_orthogonalization_step(coresX, dim, left_to_right=True):
"""TT-Tensor X orthogonalization step.
The function can change the shape of some cores.
"""
cc = coresX[dim]
r1, n, r2 = cc.shape
if left_to_right:
# Left to right orthogonalization step.
assert(0 <= dim < len(coresX) - 1)
cc, rr = np.linalg.qr(reshape(cc, (-1, r2)))
r2 = cc.shape[1]
coresX[dim] = reshape(cc, (r1, n, r2))
coresX[dim+1] = np.tensordot(rr, coresX[dim+1], 1)
else:
# Right to left orthogonalization step.
assert(0 < dim < len(coresX))
cc, rr = np.linalg.qr(reshape(cc, (r1, -1)).T)
r1 = cc.shape[1]
coresX[dim] = reshape(cc.T, (r1, n, r2))
coresX[dim-1] = np.tensordot(coresX[dim-1], rr.T, 1)
return coresX | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L16-L37 | train | TT - Tensor X orthogonalization step. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1667 - 1619) + chr(6356 - 6245) + '\x33' + chr(0b11 + 0o61) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1570 - 1521) + '\x31' + '\x37', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100110 + 0o11) + chr(51) + chr(383 - 329), 9851 - 9843), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1275 - 1225) + chr(0b11011 + 0o34) + chr(48), 33493 - 33485), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + '\060' + chr(0b10111 + 0o40), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(986 - 935) + chr(2222 - 2167) + chr(0b1000 + 0o55), 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + '\x32' + chr(0b110110) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(1600 - 1552) + chr(0b100111 + 0o110) + '\x31' + '\x32' + chr(0b0 + 0o64), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11011 + 0o124) + '\x31' + '\x35' + chr(1360 - 1307), ord("\x08")), nzTpIcepk0o8(chr(0b111 + 0o51) + '\x6f' + '\x31' + '\x36' + '\x35', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(1796 - 1748) + chr(0b1101111) + '\061' + '\x35' + '\x36', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(55) + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b100000 + 0o117) + chr(2269 - 2220) + '\x35' + chr(680 - 625), 23692 - 23684), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(0b110100) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(575 - 527) + '\157' + chr(0b100001 + 0o21) + chr(50) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + '\157' + chr(0b10111 + 0o33) + '\x35' + '\x32', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + chr(2286 - 2236) + chr(48), 0b1000), nzTpIcepk0o8(chr(1197 - 1149) + chr(0b1101111) + '\062' + chr(0b110111), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110000 + 0o1), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b101011 + 0o104) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(139 - 91) + '\x6f' + '\x32' + chr(0b110110) + chr(0b1011 + 0o51), 0o10), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111 + 0o0) + chr(51) + chr(0b100100 + 0o15) + chr(0b10101 + 0o40), 0b1000), nzTpIcepk0o8(chr(1451 - 1403) + chr(111) + chr(50) + chr(0b110 + 0o55) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b100100 + 0o113) + '\x31' + chr(2541 - 2488) + chr(257 - 203), 8), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b110111 + 0o70) + chr(54) + chr(495 - 440), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + chr(0b110111) + chr(0b110110), 14258 - 14250), nzTpIcepk0o8(chr(0b110000) + chr(0b1010101 + 0o32) + chr(608 - 558) + chr(0b110011) + chr(50), 0b1000), nzTpIcepk0o8(chr(105 - 57) + chr(111) + chr(50) + chr(0b1 + 0o63) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x35' + '\067', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(0b110010) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1011001 + 0o26) + chr(0b101 + 0o55) + chr(373 - 320) + chr(49), ord("\x08")), nzTpIcepk0o8('\060' + chr(8917 - 8806) + chr(54) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + chr(2488 - 2437) + '\x31' + '\061', 41517 - 41509), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b10111 + 0o130) + chr(0b10 + 0o57) + chr(2133 - 2082) + '\065', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1000 + 0o147) + chr(1583 - 1533) + chr(0b0 + 0o66) + '\067', 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b10110 + 0o36) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b111011 + 0o64) + '\x32' + chr(145 - 95) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110011) + '\060', 25671 - 25663)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110101) + '\x30', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xce'), chr(0b100000 + 0o104) + '\145' + '\x63' + '\x6f' + chr(1930 - 1830) + chr(2314 - 2213))(chr(2939 - 2822) + chr(0b1001000 + 0o54) + chr(9024 - 8922) + chr(0b101101) + chr(2361 - 2305)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Qox23oEgNIpU(nD_HSpE91cSd, L5CH4CVaTec6, sAvnua92IwkD=nzTpIcepk0o8('\060' + chr(111) + chr(97 - 48), 8)):
EKDl56bOyICN = nD_HSpE91cSd[L5CH4CVaTec6]
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = EKDl56bOyICN.lhbM092AFW8f
if sAvnua92IwkD:
assert nzTpIcepk0o8('\060' + '\157' + chr(1394 - 1346), 8) <= L5CH4CVaTec6 < ftfygxgFas5X(nD_HSpE91cSd) - nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31', 8)
(EKDl56bOyICN, ubbTlOIe_i_x) = nDF4gVNx0u9Q.linalg.qr(OM076lzCYnVV(EKDl56bOyICN, (-nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8), x6O2NVJZX7i_)))
x6O2NVJZX7i_ = EKDl56bOyICN.lhbM092AFW8f[nzTpIcepk0o8('\x30' + '\157' + '\061', 8)]
nD_HSpE91cSd[L5CH4CVaTec6] = OM076lzCYnVV(EKDl56bOyICN, (ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_))
nD_HSpE91cSd[L5CH4CVaTec6 + nzTpIcepk0o8(chr(155 - 107) + '\x6f' + chr(0b110001), 8)] = nDF4gVNx0u9Q.tensordot(ubbTlOIe_i_x, nD_HSpE91cSd[L5CH4CVaTec6 + nzTpIcepk0o8('\060' + chr(111) + '\x31', 8)], nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061', 8))
else:
assert nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(48), 8) < L5CH4CVaTec6 < ftfygxgFas5X(nD_HSpE91cSd)
(EKDl56bOyICN, ubbTlOIe_i_x) = nDF4gVNx0u9Q.linalg.qr(OM076lzCYnVV(EKDl56bOyICN, (ci4QsYUbQCyU, -nzTpIcepk0o8(chr(0b101100 + 0o4) + '\x6f' + chr(0b110001), 8))).hq6XE4_Nhd6R)
ci4QsYUbQCyU = EKDl56bOyICN.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(11492 - 11381) + chr(0b101010 + 0o7), 8)]
nD_HSpE91cSd[L5CH4CVaTec6] = OM076lzCYnVV(EKDl56bOyICN.hq6XE4_Nhd6R, (ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_))
nD_HSpE91cSd[L5CH4CVaTec6 - nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8)] = nDF4gVNx0u9Q.tensordot(nD_HSpE91cSd[L5CH4CVaTec6 - nzTpIcepk0o8(chr(1693 - 1645) + '\157' + chr(0b110001), 8)], ubbTlOIe_i_x.hq6XE4_Nhd6R, nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1465 - 1416), 8))
return nD_HSpE91cSd |
oseledets/ttpy | tt/riemannian/riemannian.py | left | def left(X, i):
"""Compute the orthogonal matrix Q_{\leq i} as defined in [1]."""
if i < 0:
return np.ones([1, 1])
answ = np.ones([1, 1])
cores = tt.tensor.to_list(X)
for dim in xrange(i+1):
answ = np.tensordot(answ, cores[dim], 1)
answ = reshape(answ, (-1, X.r[i+1]))
return answ | python | def left(X, i):
"""Compute the orthogonal matrix Q_{\leq i} as defined in [1]."""
if i < 0:
return np.ones([1, 1])
answ = np.ones([1, 1])
cores = tt.tensor.to_list(X)
for dim in xrange(i+1):
answ = np.tensordot(answ, cores[dim], 1)
answ = reshape(answ, (-1, X.r[i+1]))
return answ | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L42-L51 | train | Compute the orthogonal matrix Q_{ \ leq i as defined in [ 1 ]. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\157' + chr(0b101010 + 0o13) + chr(0b1001 + 0o54), ord("\x08")), nzTpIcepk0o8(chr(1161 - 1113) + chr(2930 - 2819) + chr(0b110 + 0o55) + chr(0b10000 + 0o41), 0b1000), nzTpIcepk0o8(chr(1513 - 1465) + chr(0b1100011 + 0o14) + chr(0b1000 + 0o53) + chr(0b1010 + 0o54) + chr(0b11000 + 0o34), ord("\x08")), nzTpIcepk0o8(chr(1890 - 1842) + '\x6f' + '\x36' + '\x37', 0o10), nzTpIcepk0o8(chr(843 - 795) + chr(9299 - 9188) + chr(49) + '\x36' + chr(52), 0b1000), nzTpIcepk0o8(chr(857 - 809) + chr(4265 - 4154) + chr(50) + chr(257 - 204) + chr(0b110010), 28516 - 28508), nzTpIcepk0o8(chr(0b110000) + chr(0b11010 + 0o125) + '\061' + '\x30' + chr(0b110001), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + '\x31' + '\x37', 64463 - 64455), nzTpIcepk0o8(chr(1367 - 1319) + chr(0b1101111) + chr(53) + chr(678 - 630), 55625 - 55617), nzTpIcepk0o8(chr(48) + chr(0b101100 + 0o103) + '\063' + chr(2354 - 2301) + chr(0b11000 + 0o34), 0o10), nzTpIcepk0o8(chr(272 - 224) + '\x6f' + '\062' + chr(0b110001) + '\067', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1010111 + 0o30) + chr(0b110010) + '\061', 0o10), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + chr(0b1000 + 0o51) + chr(0b110101) + chr(1559 - 1508), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110010 + 0o5) + '\066', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\063' + '\x33' + chr(53), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(76 - 26) + '\x35', 0o10), nzTpIcepk0o8(chr(959 - 911) + chr(10748 - 10637) + chr(1744 - 1694) + chr(2457 - 2406) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(2118 - 2070) + '\157' + chr(537 - 488) + '\060' + '\066', 17813 - 17805), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + '\061', 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + '\x31' + chr(0b11100 + 0o26), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1010000 + 0o37) + '\063' + chr(2008 - 1957), 0o10), nzTpIcepk0o8(chr(467 - 419) + chr(0b1101111) + chr(50) + '\060' + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + '\x36' + '\063', 0b1000), nzTpIcepk0o8(chr(48) + chr(4360 - 4249) + chr(50) + chr(1592 - 1542) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\061' + chr(1654 - 1604) + chr(273 - 218), 9791 - 9783), nzTpIcepk0o8(chr(0b110000) + chr(0b1100011 + 0o14) + '\062' + chr(55) + chr(0b110110), 8), nzTpIcepk0o8('\x30' + '\157' + chr(49) + chr(0b100111 + 0o12) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b110010) + chr(0b10000 + 0o43) + '\x31', 8), nzTpIcepk0o8(chr(48) + chr(602 - 491) + '\062' + chr(0b1010 + 0o53) + chr(2402 - 2350), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(50) + '\060', 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b1101 + 0o50) + '\061', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b110011 + 0o74) + chr(1229 - 1175) + chr(1478 - 1430), 0b1000), nzTpIcepk0o8(chr(1591 - 1543) + '\157' + '\x34' + chr(2201 - 2152), 0o10), nzTpIcepk0o8(chr(1567 - 1519) + chr(0b1101111) + chr(54) + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x32' + chr(0b110110) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100011 + 0o17) + chr(0b1010 + 0o50) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(456 - 407) + chr(1185 - 1135), 49055 - 49047), nzTpIcepk0o8(chr(998 - 950) + chr(4171 - 4060) + '\063' + chr(0b110010) + chr(0b101111 + 0o4), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(52) + '\x33', 50470 - 50462), nzTpIcepk0o8(chr(1293 - 1245) + chr(0b10111 + 0o130) + chr(1354 - 1305) + chr(0b11010 + 0o27) + chr(52), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(6985 - 6874) + chr(53) + chr(0b100000 + 0o20), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x03'), '\144' + '\145' + '\x63' + chr(8410 - 8299) + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(4090 - 3988) + chr(0b101101) + chr(0b10110 + 0o42)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZJRgJr1hTjIz(mxhyDqTAMpMC, ZlbFMSG8gCoF):
if ZlbFMSG8gCoF < nzTpIcepk0o8(chr(48) + '\157' + chr(48), 0o10):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'_@\xa4\\.\x92\x1e}l\xdc\xd7 '), chr(0b1100100) + chr(10129 - 10028) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(0b1101001 + 0o14) + '\x74' + '\x66' + chr(203 - 158) + chr(0b111000)))([nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(1158 - 1109), 8)])
cLJFYXMY1Hk0 = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8(chr(276 - 228) + '\x6f' + chr(0b1 + 0o60), 8), nzTpIcepk0o8(chr(48) + chr(0b110100 + 0o73) + chr(49), 8)])
ho3W3WGPwFGr = RuxMtHuKbM7x.tensor.to_list(mxhyDqTAMpMC)
for L5CH4CVaTec6 in zBiXJ6gPq38D(ZlbFMSG8gCoF + nzTpIcepk0o8(chr(357 - 309) + chr(0b1101111) + chr(0b1000 + 0o51), 8)):
cLJFYXMY1Hk0 = nDF4gVNx0u9Q.tensordot(cLJFYXMY1Hk0, ho3W3WGPwFGr[L5CH4CVaTec6], nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(0b101101 + 0o4), 8))
cLJFYXMY1Hk0 = OM076lzCYnVV(cLJFYXMY1Hk0, (-nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10001 + 0o40), 8), mxhyDqTAMpMC.LCrwg7lcbmU9[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + chr(963 - 914), 8)]))
return cLJFYXMY1Hk0 |
oseledets/ttpy | tt/riemannian/riemannian.py | right | def right(X, i):
"""Compute the orthogonal matrix Q_{\geq i} as defined in [1]."""
if i > X.d-1:
return np.ones([1, 1])
answ = np.ones([1, 1])
cores = tt.tensor.to_list(X)
for dim in xrange(X.d-1, i-1, -1):
answ = np.tensordot(cores[dim], answ, 1)
answ = reshape(answ, (X.r[i], -1))
return answ.T | python | def right(X, i):
"""Compute the orthogonal matrix Q_{\geq i} as defined in [1]."""
if i > X.d-1:
return np.ones([1, 1])
answ = np.ones([1, 1])
cores = tt.tensor.to_list(X)
for dim in xrange(X.d-1, i-1, -1):
answ = np.tensordot(cores[dim], answ, 1)
answ = reshape(answ, (X.r[i], -1))
return answ.T | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L54-L63 | train | Compute the orthogonal matrix Q_{ \ geq i as defined in [ 1 ]. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(5507 - 5396) + chr(0b110101) + chr(1696 - 1641), 29092 - 29084), nzTpIcepk0o8('\060' + '\x6f' + '\x32' + chr(0b110111) + chr(50), 0o10), nzTpIcepk0o8('\060' + '\157' + '\063' + '\061' + '\065', 23657 - 23649), nzTpIcepk0o8('\x30' + chr(807 - 696) + chr(51) + '\067' + chr(0b11000 + 0o37), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + chr(0b110010) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(8273 - 8162) + chr(49) + '\x36' + chr(0b11 + 0o60), 0o10), nzTpIcepk0o8('\060' + chr(0b1011100 + 0o23) + chr(0b110110) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b10101 + 0o34) + '\x37', 0b1000), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\157' + chr(55) + chr(889 - 835), 0o10), nzTpIcepk0o8(chr(1108 - 1060) + chr(0b110001 + 0o76) + chr(263 - 213) + chr(49) + chr(48), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b110001) + chr(1072 - 1019) + chr(0b110000), 51040 - 51032), nzTpIcepk0o8(chr(48) + chr(0b10100 + 0o133) + chr(496 - 447) + chr(53) + chr(372 - 323), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(65 - 16) + chr(48) + chr(0b101010 + 0o12), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(0b110101) + chr(53), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b1110 + 0o43) + chr(0b101 + 0o60) + chr(1048 - 997), 0b1000), nzTpIcepk0o8(chr(48) + chr(10812 - 10701) + chr(0b1111 + 0o43) + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + chr(53) + chr(53), 8), nzTpIcepk0o8('\060' + chr(4378 - 4267) + '\x33', 54858 - 54850), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(8596 - 8485) + chr(131 - 76) + '\x32', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + chr(48) + chr(591 - 537), 0o10), nzTpIcepk0o8(chr(48) + chr(8848 - 8737) + chr(2195 - 2145) + chr(0b101001 + 0o16) + '\x35', 0o10), nzTpIcepk0o8(chr(996 - 948) + '\157' + '\x33' + chr(0b101011 + 0o7) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + '\x32' + '\064', 8063 - 8055), nzTpIcepk0o8(chr(0b110000) + chr(2588 - 2477) + '\x35', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(50) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(1366 - 1318) + chr(184 - 135), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b0 + 0o157) + chr(484 - 435) + chr(0b110101) + '\x33', 8), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + chr(0b110011) + '\061' + '\x31', 49384 - 49376), nzTpIcepk0o8(chr(1840 - 1792) + chr(111) + '\x33' + chr(0b10110 + 0o34) + chr(240 - 192), 60022 - 60014), nzTpIcepk0o8(chr(929 - 881) + chr(0b10111 + 0o130) + chr(0b110010) + chr(0b110001) + '\x31', 0o10), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\x6f' + chr(0b10000 + 0o42), 54024 - 54016), nzTpIcepk0o8('\x30' + chr(0b10000 + 0o137) + '\x32' + '\061' + chr(0b110001), 8), nzTpIcepk0o8(chr(1438 - 1390) + chr(0b1011111 + 0o20) + '\x33' + chr(0b100101 + 0o13) + '\x34', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + '\065', 13562 - 13554), nzTpIcepk0o8(chr(146 - 98) + chr(111) + chr(51) + chr(621 - 573) + chr(0b10110 + 0o35), 0b1000), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b1101111) + '\063' + chr(55) + chr(633 - 581), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11000 + 0o127) + chr(1999 - 1948) + '\x32' + chr(0b11100 + 0o30), 8), nzTpIcepk0o8(chr(1147 - 1099) + chr(0b1101111) + chr(49) + chr(0b110010) + chr(0b11010 + 0o32), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + '\x32' + chr(1951 - 1897), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + '\x34' + chr(54), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\x6f' + '\x35' + chr(0b100011 + 0o15), 31368 - 31360)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x01'), chr(100) + chr(7319 - 7218) + '\x63' + chr(8486 - 8375) + chr(7496 - 7396) + chr(0b100111 + 0o76))(chr(0b1100111 + 0o16) + chr(0b1110100) + chr(102) + chr(45) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def HDutv6NlG_yf(mxhyDqTAMpMC, ZlbFMSG8gCoF):
if ZlbFMSG8gCoF > roI3spqORKae(mxhyDqTAMpMC, roI3spqORKae(ES5oEprVxulp(b'Y\xea\x9d\x93\\+chl\xbb;$'), chr(6897 - 6797) + '\x65' + chr(3998 - 3899) + chr(8696 - 8585) + chr(100) + chr(0b1100101))(chr(4944 - 4827) + '\x74' + '\x66' + '\x2d' + chr(56))) - nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 14728 - 14720):
return roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b']\xe3\x9d\x94IKm=z\xb80X'), '\x64' + chr(101) + '\x63' + chr(0b10 + 0o155) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1001100 + 0o50) + chr(0b1100110) + chr(727 - 682) + chr(56)))([nzTpIcepk0o8(chr(1191 - 1143) + '\157' + chr(0b1111 + 0o42), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8)])
cLJFYXMY1Hk0 = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8(chr(1338 - 1290) + '\x6f' + chr(1934 - 1885), 8), nzTpIcepk0o8('\x30' + chr(0b100110 + 0o111) + chr(49), 8)])
ho3W3WGPwFGr = RuxMtHuKbM7x.tensor.to_list(mxhyDqTAMpMC)
for L5CH4CVaTec6 in zBiXJ6gPq38D(roI3spqORKae(mxhyDqTAMpMC, roI3spqORKae(ES5oEprVxulp(b'Y\xea\x9d\x93\\+chl\xbb;$'), '\x64' + '\x65' + chr(0b110011 + 0o60) + '\x6f' + chr(1010 - 910) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b10001 + 0o47))) - nzTpIcepk0o8(chr(0b110 + 0o52) + chr(1674 - 1563) + chr(0b110001), 8), ZlbFMSG8gCoF - nzTpIcepk0o8(chr(1113 - 1065) + chr(0b1101111) + '\x31', 8), -nzTpIcepk0o8(chr(2097 - 2049) + chr(0b1101111) + chr(1120 - 1071), 8)):
cLJFYXMY1Hk0 = nDF4gVNx0u9Q.tensordot(ho3W3WGPwFGr[L5CH4CVaTec6], cLJFYXMY1Hk0, nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8))
cLJFYXMY1Hk0 = OM076lzCYnVV(cLJFYXMY1Hk0, (mxhyDqTAMpMC.LCrwg7lcbmU9[ZlbFMSG8gCoF], -nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b111110 + 0o61) + chr(0b1010 + 0o47), 8)))
return roI3spqORKae(cLJFYXMY1Hk0, roI3spqORKae(ES5oEprVxulp(b'G\xcb\xfb\xa7VGmAV\xec^;'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(5133 - 5022) + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + chr(943 - 841) + chr(619 - 574) + chr(0b111000))) |
oseledets/ttpy | tt/riemannian/riemannian.py | unfolding | def unfolding(tens, i):
"""Compute the i-th unfolding of a tensor."""
return reshape(tens.full(), (np.prod(tens.n[0:(i+1)]), -1)) | python | def unfolding(tens, i):
"""Compute the i-th unfolding of a tensor."""
return reshape(tens.full(), (np.prod(tens.n[0:(i+1)]), -1)) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L66-L68 | train | Compute the i - th unfolding of a tensor. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b110101) + chr(0b110100), 64188 - 64180), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b100101 + 0o14) + chr(0b10000 + 0o45), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101101 + 0o6) + chr(2153 - 2098) + chr(539 - 488), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + '\x30' + chr(228 - 174), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + '\061' + '\065', 8), nzTpIcepk0o8(chr(48) + chr(0b1101000 + 0o7) + chr(0b110110) + chr(2296 - 2241), ord("\x08")), nzTpIcepk0o8('\060' + chr(6075 - 5964) + chr(1924 - 1875) + chr(2065 - 2012), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x31' + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(2620 - 2509) + chr(1139 - 1088) + chr(50) + chr(2387 - 2335), 0o10), nzTpIcepk0o8('\060' + chr(111) + '\062' + '\066', 39728 - 39720), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(51) + chr(0b11111 + 0o21), 6698 - 6690), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b1101111) + '\x32' + chr(1488 - 1433) + '\x35', 21073 - 21065), nzTpIcepk0o8(chr(48) + chr(142 - 31) + chr(0b110001) + chr(0b110001) + chr(0b100110 + 0o21), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + '\061' + '\065', 0o10), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(111) + chr(186 - 136) + chr(0b11001 + 0o36) + chr(2137 - 2089), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(2269 - 2216) + chr(0b1111 + 0o46), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(765 - 715) + '\x34' + chr(2160 - 2109), 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(4145 - 4034) + chr(0b100110 + 0o15) + '\x31' + '\066', 59305 - 59297), nzTpIcepk0o8(chr(1996 - 1948) + chr(0b1101111) + '\x37' + chr(51), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(5469 - 5358) + chr(0b110011) + '\064', 0b1000), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1011011 + 0o24) + '\062' + '\x32' + '\065', 46184 - 46176), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + '\064' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(54) + chr(2570 - 2519), 56844 - 56836), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001 + 0o1) + '\x37' + chr(0b110101), 8), nzTpIcepk0o8(chr(2060 - 2012) + chr(10723 - 10612) + '\x33' + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + chr(0b110000) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(461 - 407) + chr(670 - 615), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + '\x32' + '\060', 31446 - 31438), nzTpIcepk0o8('\x30' + '\x6f' + chr(1930 - 1881) + chr(0b10001 + 0o40) + chr(0b100010 + 0o17), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(1562 - 1507) + chr(1517 - 1467), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(491 - 442) + chr(0b11010 + 0o33) + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(51) + chr(52) + '\x32', 22514 - 22506), nzTpIcepk0o8(chr(2026 - 1978) + chr(111) + '\062' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(758 - 705) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + chr(1604 - 1553) + chr(1874 - 1820) + '\x32', 0o10), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b101111 + 0o2) + '\062', 0o10), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(11781 - 11670) + '\061' + '\x31' + chr(0b101011 + 0o13), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(0b110001) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(1414 - 1366) + chr(0b10101 + 0o132) + chr(53) + chr(1995 - 1947), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\x32' + chr(52), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\065' + chr(0b1000 + 0o50), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xc2'), '\144' + chr(9721 - 9620) + '\143' + chr(0b1101111) + chr(1630 - 1530) + chr(0b101010 + 0o73))('\x75' + '\x74' + chr(0b11010 + 0o114) + chr(0b1101 + 0o40) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def wvko1MhKX23M(x1vIE9ASdJX6, ZlbFMSG8gCoF):
return OM076lzCYnVV(roI3spqORKae(x1vIE9ASdJX6, roI3spqORKae(ES5oEprVxulp(b'\xaa\x1c\x95\x8b<\x7f5V\xedZ\xd1\xf9'), chr(100) + chr(101) + chr(0b111000 + 0o53) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1100010 + 0o22) + chr(102) + '\x2d' + chr(0b11101 + 0o33)))(), (roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x9c?\x94\xa2'), '\144' + chr(1889 - 1788) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b100 + 0o51) + chr(0b111000)))(roI3spqORKae(x1vIE9ASdJX6, roI3spqORKae(ES5oEprVxulp(b'\xa2"\xa1\xbe8x:y\xbeW\xea\xee'), chr(0b1100100) + chr(0b1010000 + 0o25) + chr(99) + chr(111) + chr(100) + '\145')(chr(0b1000 + 0o155) + '\164' + '\x66' + chr(45) + chr(0b111000)))[nzTpIcepk0o8(chr(1024 - 976) + chr(0b1010000 + 0o37) + chr(0b110000), 0b1000):ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b110000 + 0o77) + '\061', 0b1000)]), -nzTpIcepk0o8(chr(48) + chr(6262 - 6151) + chr(124 - 75), 8))) |
oseledets/ttpy | tt/riemannian/riemannian.py | _update_lhs | def _update_lhs(lhs, xCore, zCore, new_lhs):
""" Function to be called from the project()"""
# TODO: Use intermediate variable to use 5 nested loops instead of 6.
r_old_x, n, r_x = xCore.shape
num_obj, r_old_z, n, r_z = zCore.shape
for idx in range(num_obj):
for val in range(n):
for alpha_old_z in range(r_old_z):
for alpha_z in range(r_z):
for alpha_old_x in range(r_old_x):
for alpha_x in range(r_x):
curr_value = lhs[idx, alpha_old_x, alpha_old_z]
curr_value *= xCore[alpha_old_x, val, alpha_x]
curr_value *= zCore[idx, alpha_old_z, val, alpha_z]
new_lhs[idx, alpha_x, alpha_z] += curr_value | python | def _update_lhs(lhs, xCore, zCore, new_lhs):
""" Function to be called from the project()"""
# TODO: Use intermediate variable to use 5 nested loops instead of 6.
r_old_x, n, r_x = xCore.shape
num_obj, r_old_z, n, r_z = zCore.shape
for idx in range(num_obj):
for val in range(n):
for alpha_old_z in range(r_old_z):
for alpha_z in range(r_z):
for alpha_old_x in range(r_old_x):
for alpha_x in range(r_x):
curr_value = lhs[idx, alpha_old_x, alpha_old_z]
curr_value *= xCore[alpha_old_x, val, alpha_x]
curr_value *= zCore[idx, alpha_old_z, val, alpha_z]
new_lhs[idx, alpha_x, alpha_z] += curr_value | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L75-L89 | train | Update the lhs matrix with the new values from the lhs matrix. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + '\x33' + chr(0b110100), 34266 - 34258), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(0b110000 + 0o4) + chr(50), 0b1000), nzTpIcepk0o8('\x30' + chr(0b10001 + 0o136) + chr(50) + chr(1402 - 1351) + '\x31', 65167 - 65159), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1001 + 0o51) + chr(1915 - 1867) + '\064', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10000 + 0o41) + chr(0b110100) + chr(863 - 811), 5496 - 5488), nzTpIcepk0o8(chr(769 - 721) + chr(0b10111 + 0o130) + '\x33' + '\062' + chr(0b101100 + 0o12), ord("\x08")), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + chr(0b1000 + 0o52) + '\x34' + '\x31', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(1457 - 1403) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(783 - 734) + '\063' + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\062', 17175 - 17167), nzTpIcepk0o8(chr(48) + chr(3775 - 3664) + chr(0b110010) + '\062' + '\x32', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(50) + chr(0b1110 + 0o51) + chr(1359 - 1311), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11011 + 0o27) + chr(55) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(7709 - 7598) + chr(0b110010) + chr(50) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b1010 + 0o47) + '\062' + '\062', 0o10), nzTpIcepk0o8(chr(1737 - 1689) + '\157' + '\x33' + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(8383 - 8272) + '\065' + chr(0b110110), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(0b110111) + '\066', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2059 - 2009) + chr(52) + chr(2358 - 2308), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + '\x34' + '\066', 0o10), nzTpIcepk0o8('\060' + chr(0b100 + 0o153) + '\062' + chr(1859 - 1808) + chr(0b11001 + 0o30), 8), nzTpIcepk0o8('\060' + '\157' + chr(2205 - 2155) + chr(55) + chr(53), 48065 - 48057), nzTpIcepk0o8('\060' + chr(0b101011 + 0o104) + chr(2345 - 2293) + '\066', 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(2062 - 2012) + '\060', 51376 - 51368), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + '\x37' + '\066', 8), nzTpIcepk0o8('\x30' + chr(0b1101100 + 0o3) + '\063' + chr(55), 43272 - 43264), nzTpIcepk0o8(chr(232 - 184) + chr(111) + chr(0b10011 + 0o40) + '\067' + chr(1010 - 958), ord("\x08")), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b100000 + 0o117) + chr(1261 - 1206) + chr(1343 - 1294), ord("\x08")), nzTpIcepk0o8(chr(882 - 834) + '\157' + '\061' + '\x30' + '\x35', 0o10), nzTpIcepk0o8(chr(1390 - 1342) + chr(0b1101111) + chr(1755 - 1705) + '\x30' + chr(0b110011 + 0o4), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b11001 + 0o30) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(1633 - 1585) + chr(0b1101111) + '\062' + chr(341 - 293) + chr(51), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(53) + '\060', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b11110 + 0o27), 6785 - 6777), nzTpIcepk0o8(chr(48) + chr(1721 - 1610) + chr(2207 - 2157) + chr(966 - 916) + '\066', 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1100010 + 0o15) + chr(937 - 882) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(1363 - 1315) + chr(111) + chr(0b110101) + chr(1430 - 1380), 22619 - 22611), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11010 + 0o27) + '\060' + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(211 - 100) + chr(513 - 463) + chr(0b110001) + chr(659 - 611), 39208 - 39200), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + '\x37' + chr(0b10101 + 0o40), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(8844 - 8733) + chr(0b110101) + chr(0b10110 + 0o32), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'r'), chr(0b110110 + 0o56) + '\x65' + '\x63' + '\157' + chr(0b1100100) + chr(0b1100101))(chr(11729 - 11612) + chr(0b101100 + 0o110) + chr(102) + chr(778 - 733) + chr(0b1111 + 0o51)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def EJKSfTXoCGD0(yjs2wYWDKyXw, SAflv_NO3DtG, CWI1j_C9bRia, wEN82nRRNu5Y):
(ShTY2P9tihP7, NoZxuO7wjArS, u8H7JCEMu5lM) = SAflv_NO3DtG.lhbM092AFW8f
(oD9Ad1g3BWFn, OekIGL6S0lrt, NoZxuO7wjArS, FuJ5UKsLUnJG) = CWI1j_C9bRia.lhbM092AFW8f
for At3kbMoXzzmV in bbT2xIe5pzk7(oD9Ad1g3BWFn):
for pXwvT17vr09s in bbT2xIe5pzk7(NoZxuO7wjArS):
for wrUYNHp0eCVK in bbT2xIe5pzk7(OekIGL6S0lrt):
for R6H3aIWJIUHq in bbT2xIe5pzk7(FuJ5UKsLUnJG):
for j440nzip2v89 in bbT2xIe5pzk7(ShTY2P9tihP7):
for Q79G33cf2h09 in bbT2xIe5pzk7(u8H7JCEMu5lM):
RmswyGt_2KkS = yjs2wYWDKyXw[At3kbMoXzzmV, j440nzip2v89, wrUYNHp0eCVK]
RmswyGt_2KkS *= SAflv_NO3DtG[j440nzip2v89, pXwvT17vr09s, Q79G33cf2h09]
RmswyGt_2KkS *= CWI1j_C9bRia[At3kbMoXzzmV, wrUYNHp0eCVK, pXwvT17vr09s, R6H3aIWJIUHq]
wEN82nRRNu5Y[At3kbMoXzzmV, Q79G33cf2h09, R6H3aIWJIUHq] += RmswyGt_2KkS |
oseledets/ttpy | tt/riemannian/riemannian.py | _update_rhs | def _update_rhs(curr_rhs, xCore, zCore, new_rhs):
""" Function to be called from the project()"""
# TODO: Use intermediate variable to use 5 nested loops instead of 6.
r_x, n, r_old_x = xCore.shape
num_obj, r_z, n, r_old_z = zCore.shape
for idx in range(num_obj):
for val in range(n):
for alpha_old_z in range(r_old_z):
for alpha_z in range(r_z):
for alpha_old_x in range(r_old_x):
for alpha_x in range(r_x):
curr_value = curr_rhs[idx, alpha_old_z, alpha_old_x]
curr_value *= xCore[alpha_x, val, alpha_old_x]
curr_value *= zCore[idx, alpha_z, val, alpha_old_z]
new_rhs[idx, alpha_z, alpha_x] += curr_value | python | def _update_rhs(curr_rhs, xCore, zCore, new_rhs):
""" Function to be called from the project()"""
# TODO: Use intermediate variable to use 5 nested loops instead of 6.
r_x, n, r_old_x = xCore.shape
num_obj, r_z, n, r_old_z = zCore.shape
for idx in range(num_obj):
for val in range(n):
for alpha_old_z in range(r_old_z):
for alpha_z in range(r_z):
for alpha_old_x in range(r_old_x):
for alpha_x in range(r_x):
curr_value = curr_rhs[idx, alpha_old_z, alpha_old_x]
curr_value *= xCore[alpha_x, val, alpha_old_x]
curr_value *= zCore[idx, alpha_z, val, alpha_old_z]
new_rhs[idx, alpha_z, alpha_x] += curr_value | [
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"()"
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L93-L107 | train | Update the RHS array of the current RHS array with the new values. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(604 - 493) + chr(50) + chr(1134 - 1086) + chr(50), 22323 - 22315), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + chr(51) + chr(0b101010 + 0o15) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10100 + 0o35) + chr(651 - 601) + chr(2602 - 2548), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(1397 - 1286) + chr(2152 - 2103) + chr(424 - 373), ord("\x08")), nzTpIcepk0o8(chr(590 - 542) + '\157' + chr(1619 - 1568) + chr(1733 - 1683) + '\063', 24797 - 24789), nzTpIcepk0o8(chr(0b110000) + chr(1238 - 1127) + chr(50) + chr(0b101010 + 0o13) + chr(55), 60301 - 60293), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(0b10000 + 0o45) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(202 - 154) + chr(0b1101111) + chr(888 - 838) + chr(0b110101) + chr(0b110111), 8), nzTpIcepk0o8('\060' + chr(0b1101100 + 0o3) + chr(0b110011) + '\066' + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110000), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + chr(0b11101 + 0o24), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\063' + chr(0b10000 + 0o43) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(111) + chr(50) + chr(0b110001) + '\x34', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(962 - 911) + chr(0b110010 + 0o1) + chr(0b10101 + 0o40), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(678 - 627) + '\066' + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(793 - 738) + chr(0b101111 + 0o10), 0o10), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(1155 - 1101) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b1010 + 0o145) + chr(344 - 294) + chr(0b10110 + 0o41) + '\x37', 45071 - 45063), nzTpIcepk0o8(chr(48) + chr(0b100101 + 0o112) + '\061' + '\x30' + chr(0b110100), 30620 - 30612), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + chr(1142 - 1092) + chr(53), 1659 - 1651), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(737 - 626) + chr(52) + chr(2088 - 2037), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + '\x30' + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(2669 - 2558) + chr(0b1010 + 0o47) + '\x32', 58423 - 58415), nzTpIcepk0o8(chr(385 - 337) + chr(0b110011 + 0o74) + '\061' + chr(54) + chr(0b10110 + 0o40), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(10707 - 10596) + chr(0b100111 + 0o13) + chr(0b110111) + chr(0b100101 + 0o13), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10100 + 0o37) + chr(55) + chr(796 - 745), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110100 + 0o3) + chr(942 - 893), 8), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b1100010 + 0o15) + '\061' + chr(0b110101) + chr(52), 20769 - 20761), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(11311 - 11200) + '\061' + chr(2473 - 2420) + '\064', 8), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(51) + '\x36' + '\062', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b10101 + 0o36) + chr(0b110111) + chr(55), 8), nzTpIcepk0o8(chr(48) + chr(111) + '\062' + chr(780 - 729) + '\061', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(53) + '\066', 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(148 - 97) + chr(95 - 47) + '\x36', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(941 - 889), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\065' + chr(53), 0b1000), nzTpIcepk0o8(chr(1480 - 1432) + '\x6f' + '\x34', 864 - 856), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(0b110101) + '\067', ord("\x08")), nzTpIcepk0o8(chr(0b101101 + 0o3) + '\x6f' + chr(51) + '\064' + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1586 - 1537) + chr(0b110011) + chr(49), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b111010 + 0o65) + chr(53) + chr(1944 - 1896), 26019 - 26011)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xac'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(10269 - 10153) + chr(0b1100000 + 0o6) + chr(1246 - 1201) + chr(2306 - 2250)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def t_VjSEzxzxyi(pcSC1V7bIa0p, SAflv_NO3DtG, CWI1j_C9bRia, jEjBSeIwWd_b):
(u8H7JCEMu5lM, NoZxuO7wjArS, ShTY2P9tihP7) = SAflv_NO3DtG.lhbM092AFW8f
(oD9Ad1g3BWFn, FuJ5UKsLUnJG, NoZxuO7wjArS, OekIGL6S0lrt) = CWI1j_C9bRia.lhbM092AFW8f
for At3kbMoXzzmV in bbT2xIe5pzk7(oD9Ad1g3BWFn):
for pXwvT17vr09s in bbT2xIe5pzk7(NoZxuO7wjArS):
for wrUYNHp0eCVK in bbT2xIe5pzk7(OekIGL6S0lrt):
for R6H3aIWJIUHq in bbT2xIe5pzk7(FuJ5UKsLUnJG):
for j440nzip2v89 in bbT2xIe5pzk7(ShTY2P9tihP7):
for Q79G33cf2h09 in bbT2xIe5pzk7(u8H7JCEMu5lM):
RmswyGt_2KkS = pcSC1V7bIa0p[At3kbMoXzzmV, wrUYNHp0eCVK, j440nzip2v89]
RmswyGt_2KkS *= SAflv_NO3DtG[Q79G33cf2h09, pXwvT17vr09s, j440nzip2v89]
RmswyGt_2KkS *= CWI1j_C9bRia[At3kbMoXzzmV, R6H3aIWJIUHq, pXwvT17vr09s, wrUYNHp0eCVK]
jEjBSeIwWd_b[At3kbMoXzzmV, R6H3aIWJIUHq, Q79G33cf2h09] += RmswyGt_2KkS |
oseledets/ttpy | tt/riemannian/riemannian.py | project | def project(X, Z, use_jit=False, debug=False):
""" Project tensor Z on the tangent space of tensor X.
X is a tensor in the TT format.
Z can be a tensor in the TT format or a list of tensors (in this case
the function computes projection of the sum off all tensors in the list:
project(X, Z) = P_X(\sum_i Z_i)
).
This function implements an algorithm from the paper [1], theorem 3.1.
The jit version of the code is much faster when projecting a lot of tensors
simultaneously (in other words Z is a list with many tensors).
Returns a tensor in the TT format with the TT-ranks equal 2 * rank(Z).
"""
zArr = None
if isinstance(Z, tt.vector):
zArr = [Z]
else:
zArr = Z
# Get rid of redundant ranks (they cause technical difficulties).
X = X.round(eps=0)
numDims, modeSize = X.d, X.n
coresX = tt.tensor.to_list(X)
coresZ = [None] * len(zArr)
for idx in xrange(len(zArr)):
assert(modeSize == zArr[idx].n).all()
coresZ[idx] = tt.tensor.to_list(zArr[idx])
if not use_jit and len(zArr) > 10:
print('Consider using use_jit=True option to speed up the projection '
'process.')
if use_jit:
for dim in xrange(numDims):
r1, n, r2 = coresZ[0][dim].shape
for idx in xrange(len(zArr)):
if (r1, n, r2) != coresZ[idx][dim].shape:
print('Warning: cannot use the jit version when not all '
'the ranks in the Z array are equal each other. '
'Switching to the non-jit version.')
use_jit = False
if use_jit:
zCoresDim = [None] * numDims
for dim in xrange(numDims):
r1, n, r2 = coresZ[0][dim].shape
zCoresDim[dim] = np.zeros([len(zArr), r1, n, r2])
for idx in xrange(len(zArr)):
if (r1, n, r2) != coresZ[idx][dim].shape:
print('Warning: cannot use the jit version when not all '
'the ranks in the Z array are equal each other. '
'Switching to the non-jit version.')
use_jit = False
zCoresDim[dim][idx, :, :, :] = coresZ[idx][dim]
# Initialize the cores of the projection_X(sum z[i]).
coresP = []
for dim in xrange(numDims):
r1 = 2 * X.r[dim]
r2 = 2 * X.r[dim+1]
if dim == 0:
r1 = 1
if dim == numDims - 1:
r2 = 1
coresP.append(np.zeros((r1, modeSize[dim], r2)))
# rhs[dim] is a len(zArr) x zArr[idx] x X.rank_dim.rank_dim ndarray.
# Right to left orthogonalization of X and preparation of the rhs vectors.
for dim in xrange(numDims-1, 0, -1):
# Right to left orthogonalization of the X cores.
coresX = cores_orthogonalization_step(coresX, dim, left_to_right=False)
r1, n, r2 = coresX[dim].shape
# Fill the right orthogonal part of the projection.
for value in xrange(modeSize[dim]):
coresP[dim][0:r1, value, 0:r2] = coresX[dim][:, value, :]
rhs = [None] * (numDims+1)
for dim in xrange(numDims):
rhs[dim] = np.zeros([len(zArr), zArr[idx].r[dim], coresX[dim].shape[0]])
rhs[numDims] = np.ones([len(zArr), 1, 1])
for dim in xrange(numDims-1, 0, -1):
_update_rhs(rhs[dim+1], coresX[dim], zCoresDim[dim], rhs[dim])
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
# lsh is a len(zArr) x X.rank_dim x zArr[idx].rank_dim ndarray.
lhs = np.ones([len(zArr), 1, 1])
# Left to right sweep.
for dim in xrange(numDims):
cc = coresX[dim].copy()
r1, n, r2 = cc.shape
if dim < numDims-1:
# Left to right orthogonalization.
cc = reshape(cc, (-1, r2))
cc, rr = np.linalg.qr(cc)
r2 = cc.shape[1]
# Warning: since ranks can change here, do not use X.r!
# Use coresX[dim].shape instead.
if debug:
# Need to do it before the move non orthogonal part rr to
# the coresX[dim+1].
rightQ = right(tt.tensor.from_list(coresX), dim+1)
coresX[dim] = reshape(cc, (r1, n, r2)).copy()
coresX[dim+1] = np.tensordot(rr, coresX[dim+1], 1)
new_lhs = np.zeros([len(zArr), r2, zArr[idx].r[dim+1]])
_update_lhs(lhs, coresX[dim], zCoresDim[dim], new_lhs)
# See the correspondic section in the non-jit version of this
# code for a less confusing implementation of
# the transformation below.
currPCore = np.einsum('ijk,iklm->ijlm', lhs, zCoresDim[dim])
currPCore = reshape(currPCore, (len(zArr), r1*n, -1))
currPCore -= np.einsum('ij,kjl->kil', cc, new_lhs)
currPCore = np.einsum('ijk,ikl', currPCore, rhs[dim+1])
currPCore = reshape(currPCore, (r1, modeSize[dim], r2))
if dim == 0:
coresP[dim][0:r1, :, 0:r2] += currPCore
else:
coresP[dim][r1:, :, 0:r2] += currPCore
if debug:
explicit_sum = np.zeros((r1, modeSize[dim], r2))
for idx in xrange(len(zArr)):
leftQm1 = left(tt.tensor.from_list(coresX), dim-1)
leftQ = left(tt.tensor.from_list(coresX), dim)
first = np.tensordot(leftQm1.T, unfolding(zArr[idx], dim-1), 1)
second = reshape(first, (-1, np.prod(modeSize[dim+1:])))
if dim < numDims-1:
explicit = second.dot(rightQ)
orth_cc = reshape(coresX[dim], (-1, coresX[dim].shape[2]))
explicit -= orth_cc.dot(leftQ.T.dot(unfolding(zArr[idx], dim)).dot(rightQ))
else:
explicit = second
explicit_sum += reshape(explicit, currPCore.shape)
assert(np.allclose(explicit_sum, currPCore))
lhs = new_lhs
if dim == 0:
coresP[dim][0:r1, :, r2:] = coresX[dim]
else:
coresP[dim][r1:, :, r2:] = coresX[dim]
if dim == numDims-1:
coresP[dim][r1:, :, 0:r2] += np.einsum('ijk,iklm->jlm', lhs, zCoresDim[dim])
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
return tt.tensor.from_list(coresP)
else:
# Non-jit version of the code.
# Initialize the cores of the projection_X(sum z[i]).
coresP = []
for dim in xrange(numDims):
r1 = 2 * X.r[dim]
r2 = 2 * X.r[dim+1]
if dim == 0:
r1 = 1
if dim == numDims - 1:
r2 = 1
coresP.append(np.zeros((r1, modeSize[dim], r2)))
# rhs[idx][dim] is an (Z.rank_dim * X.rank_dim) x 1 vector
rhs = [[0] * (numDims+1) for _ in xrange(len(zArr))]
for idx in xrange(len(zArr)):
rhs[idx][numDims] = np.ones([1, 1])
# Right to left sweep to orthogonalize the cores and prepare rhs.
for dim in xrange(numDims-1, 0, -1):
# Right to left orthogonalization of the X cores.
coresX = cores_orthogonalization_step(coresX, dim, left_to_right=False)
r1, n, r2 = coresX[dim].shape
# Fill the right orthogonal part of the projection.
coresP[dim][0:r1, :, 0:r2] = coresX[dim]
# Compute rhs.
for idx in xrange(len(zArr)):
coreProd = np.tensordot(coresZ[idx][dim], coresX[dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (zArr[idx].r[dim]*r1, zArr[idx].r[dim+1]*r2))
rhs[idx][dim] = np.dot(coreProd, rhs[idx][dim+1])
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
# lsh[idx] is an X.rank_dim x zArr[idx].rank_dim matrix.
lhs = [np.ones([1, 1]) for _ in xrange(len(zArr))]
# Left to right sweep.
for dim in xrange(numDims - 1):
if debug:
rightQ = right(tt.tensor.from_list(coresX), dim+1)
# Left to right orthogonalization of the X cores.
coresX = cores_orthogonalization_step(coresX, dim, left_to_right=True)
r1, n, r2 = coresX[dim].shape
cc = reshape(coresX[dim], (-1, r2))
for idx in xrange(len(zArr)):
currZCore = reshape(coresZ[idx][dim], (zArr[idx].r[dim], -1))
currPCore = np.dot(lhs[idx], currZCore)
# TODO: consider using np.einsum.
coreProd = np.tensordot(coresX[dim], coresZ[idx][dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (r1*zArr[idx].r[dim], r2*zArr[idx].r[dim+1]))
lhs[idx] = reshape(lhs[idx], (1, -1))
lhs[idx] = np.dot(lhs[idx], coreProd)
lhs[idx] = reshape(lhs[idx], (r2, zArr[idx].r[dim+1]))
currPCore = reshape(currPCore, (-1, zArr[idx].r[dim+1]))
currPCore -= np.dot(cc, lhs[idx])
rhs[idx][dim+1] = reshape(rhs[idx][dim+1], (zArr[idx].r[dim+1], r2))
currPCore = np.dot(currPCore, rhs[idx][dim+1])
currPCore = reshape(currPCore, (r1, modeSize[dim], r2))
if dim == 0:
coresP[dim][0:r1, :, 0:r2] += currPCore
else:
coresP[dim][r1:, :, 0:r2] += currPCore
if debug:
leftQm1 = left(tt.tensor.from_list(coresX), dim-1)
leftQ = left(tt.tensor.from_list(coresX), dim)
first = np.tensordot(leftQm1.T, unfolding(zArr[idx], dim-1), 1)
second = reshape(first, (-1, np.prod(modeSize[dim+1:])))
if dim < numDims-1:
explicit = second.dot(rightQ)
orth_cc = reshape(coresX[dim], (-1, coresX[dim].shape[2]))
explicit -= orth_cc.dot(leftQ.T.dot(unfolding(zArr[idx], dim)).dot(rightQ))
else:
explicit = second
explicit = reshape(explicit, currPCore.shape)
assert(np.allclose(explicit, currPCore))
if dim == 0:
coresP[dim][0:r1, :, r2:] = coresX[dim]
else:
coresP[dim][r1:, :, r2:] = coresX[dim]
for idx in xrange(len(zArr)):
r1, n, r2 = coresX[numDims-1].shape
currZCore = reshape(coresZ[idx][numDims-1], (zArr[idx].r[numDims-1], -1))
currPCore = np.dot(lhs[idx], currZCore)
currPCore = reshape(currPCore, (r1, n, r2))
coresP[numDims-1][r1:, :, 0:r2] += currPCore
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
return tt.tensor.from_list(coresP) | python | def project(X, Z, use_jit=False, debug=False):
""" Project tensor Z on the tangent space of tensor X.
X is a tensor in the TT format.
Z can be a tensor in the TT format or a list of tensors (in this case
the function computes projection of the sum off all tensors in the list:
project(X, Z) = P_X(\sum_i Z_i)
).
This function implements an algorithm from the paper [1], theorem 3.1.
The jit version of the code is much faster when projecting a lot of tensors
simultaneously (in other words Z is a list with many tensors).
Returns a tensor in the TT format with the TT-ranks equal 2 * rank(Z).
"""
zArr = None
if isinstance(Z, tt.vector):
zArr = [Z]
else:
zArr = Z
# Get rid of redundant ranks (they cause technical difficulties).
X = X.round(eps=0)
numDims, modeSize = X.d, X.n
coresX = tt.tensor.to_list(X)
coresZ = [None] * len(zArr)
for idx in xrange(len(zArr)):
assert(modeSize == zArr[idx].n).all()
coresZ[idx] = tt.tensor.to_list(zArr[idx])
if not use_jit and len(zArr) > 10:
print('Consider using use_jit=True option to speed up the projection '
'process.')
if use_jit:
for dim in xrange(numDims):
r1, n, r2 = coresZ[0][dim].shape
for idx in xrange(len(zArr)):
if (r1, n, r2) != coresZ[idx][dim].shape:
print('Warning: cannot use the jit version when not all '
'the ranks in the Z array are equal each other. '
'Switching to the non-jit version.')
use_jit = False
if use_jit:
zCoresDim = [None] * numDims
for dim in xrange(numDims):
r1, n, r2 = coresZ[0][dim].shape
zCoresDim[dim] = np.zeros([len(zArr), r1, n, r2])
for idx in xrange(len(zArr)):
if (r1, n, r2) != coresZ[idx][dim].shape:
print('Warning: cannot use the jit version when not all '
'the ranks in the Z array are equal each other. '
'Switching to the non-jit version.')
use_jit = False
zCoresDim[dim][idx, :, :, :] = coresZ[idx][dim]
# Initialize the cores of the projection_X(sum z[i]).
coresP = []
for dim in xrange(numDims):
r1 = 2 * X.r[dim]
r2 = 2 * X.r[dim+1]
if dim == 0:
r1 = 1
if dim == numDims - 1:
r2 = 1
coresP.append(np.zeros((r1, modeSize[dim], r2)))
# rhs[dim] is a len(zArr) x zArr[idx] x X.rank_dim.rank_dim ndarray.
# Right to left orthogonalization of X and preparation of the rhs vectors.
for dim in xrange(numDims-1, 0, -1):
# Right to left orthogonalization of the X cores.
coresX = cores_orthogonalization_step(coresX, dim, left_to_right=False)
r1, n, r2 = coresX[dim].shape
# Fill the right orthogonal part of the projection.
for value in xrange(modeSize[dim]):
coresP[dim][0:r1, value, 0:r2] = coresX[dim][:, value, :]
rhs = [None] * (numDims+1)
for dim in xrange(numDims):
rhs[dim] = np.zeros([len(zArr), zArr[idx].r[dim], coresX[dim].shape[0]])
rhs[numDims] = np.ones([len(zArr), 1, 1])
for dim in xrange(numDims-1, 0, -1):
_update_rhs(rhs[dim+1], coresX[dim], zCoresDim[dim], rhs[dim])
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
# lsh is a len(zArr) x X.rank_dim x zArr[idx].rank_dim ndarray.
lhs = np.ones([len(zArr), 1, 1])
# Left to right sweep.
for dim in xrange(numDims):
cc = coresX[dim].copy()
r1, n, r2 = cc.shape
if dim < numDims-1:
# Left to right orthogonalization.
cc = reshape(cc, (-1, r2))
cc, rr = np.linalg.qr(cc)
r2 = cc.shape[1]
# Warning: since ranks can change here, do not use X.r!
# Use coresX[dim].shape instead.
if debug:
# Need to do it before the move non orthogonal part rr to
# the coresX[dim+1].
rightQ = right(tt.tensor.from_list(coresX), dim+1)
coresX[dim] = reshape(cc, (r1, n, r2)).copy()
coresX[dim+1] = np.tensordot(rr, coresX[dim+1], 1)
new_lhs = np.zeros([len(zArr), r2, zArr[idx].r[dim+1]])
_update_lhs(lhs, coresX[dim], zCoresDim[dim], new_lhs)
# See the correspondic section in the non-jit version of this
# code for a less confusing implementation of
# the transformation below.
currPCore = np.einsum('ijk,iklm->ijlm', lhs, zCoresDim[dim])
currPCore = reshape(currPCore, (len(zArr), r1*n, -1))
currPCore -= np.einsum('ij,kjl->kil', cc, new_lhs)
currPCore = np.einsum('ijk,ikl', currPCore, rhs[dim+1])
currPCore = reshape(currPCore, (r1, modeSize[dim], r2))
if dim == 0:
coresP[dim][0:r1, :, 0:r2] += currPCore
else:
coresP[dim][r1:, :, 0:r2] += currPCore
if debug:
explicit_sum = np.zeros((r1, modeSize[dim], r2))
for idx in xrange(len(zArr)):
leftQm1 = left(tt.tensor.from_list(coresX), dim-1)
leftQ = left(tt.tensor.from_list(coresX), dim)
first = np.tensordot(leftQm1.T, unfolding(zArr[idx], dim-1), 1)
second = reshape(first, (-1, np.prod(modeSize[dim+1:])))
if dim < numDims-1:
explicit = second.dot(rightQ)
orth_cc = reshape(coresX[dim], (-1, coresX[dim].shape[2]))
explicit -= orth_cc.dot(leftQ.T.dot(unfolding(zArr[idx], dim)).dot(rightQ))
else:
explicit = second
explicit_sum += reshape(explicit, currPCore.shape)
assert(np.allclose(explicit_sum, currPCore))
lhs = new_lhs
if dim == 0:
coresP[dim][0:r1, :, r2:] = coresX[dim]
else:
coresP[dim][r1:, :, r2:] = coresX[dim]
if dim == numDims-1:
coresP[dim][r1:, :, 0:r2] += np.einsum('ijk,iklm->jlm', lhs, zCoresDim[dim])
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
return tt.tensor.from_list(coresP)
else:
# Non-jit version of the code.
# Initialize the cores of the projection_X(sum z[i]).
coresP = []
for dim in xrange(numDims):
r1 = 2 * X.r[dim]
r2 = 2 * X.r[dim+1]
if dim == 0:
r1 = 1
if dim == numDims - 1:
r2 = 1
coresP.append(np.zeros((r1, modeSize[dim], r2)))
# rhs[idx][dim] is an (Z.rank_dim * X.rank_dim) x 1 vector
rhs = [[0] * (numDims+1) for _ in xrange(len(zArr))]
for idx in xrange(len(zArr)):
rhs[idx][numDims] = np.ones([1, 1])
# Right to left sweep to orthogonalize the cores and prepare rhs.
for dim in xrange(numDims-1, 0, -1):
# Right to left orthogonalization of the X cores.
coresX = cores_orthogonalization_step(coresX, dim, left_to_right=False)
r1, n, r2 = coresX[dim].shape
# Fill the right orthogonal part of the projection.
coresP[dim][0:r1, :, 0:r2] = coresX[dim]
# Compute rhs.
for idx in xrange(len(zArr)):
coreProd = np.tensordot(coresZ[idx][dim], coresX[dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (zArr[idx].r[dim]*r1, zArr[idx].r[dim+1]*r2))
rhs[idx][dim] = np.dot(coreProd, rhs[idx][dim+1])
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
# lsh[idx] is an X.rank_dim x zArr[idx].rank_dim matrix.
lhs = [np.ones([1, 1]) for _ in xrange(len(zArr))]
# Left to right sweep.
for dim in xrange(numDims - 1):
if debug:
rightQ = right(tt.tensor.from_list(coresX), dim+1)
# Left to right orthogonalization of the X cores.
coresX = cores_orthogonalization_step(coresX, dim, left_to_right=True)
r1, n, r2 = coresX[dim].shape
cc = reshape(coresX[dim], (-1, r2))
for idx in xrange(len(zArr)):
currZCore = reshape(coresZ[idx][dim], (zArr[idx].r[dim], -1))
currPCore = np.dot(lhs[idx], currZCore)
# TODO: consider using np.einsum.
coreProd = np.tensordot(coresX[dim], coresZ[idx][dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (r1*zArr[idx].r[dim], r2*zArr[idx].r[dim+1]))
lhs[idx] = reshape(lhs[idx], (1, -1))
lhs[idx] = np.dot(lhs[idx], coreProd)
lhs[idx] = reshape(lhs[idx], (r2, zArr[idx].r[dim+1]))
currPCore = reshape(currPCore, (-1, zArr[idx].r[dim+1]))
currPCore -= np.dot(cc, lhs[idx])
rhs[idx][dim+1] = reshape(rhs[idx][dim+1], (zArr[idx].r[dim+1], r2))
currPCore = np.dot(currPCore, rhs[idx][dim+1])
currPCore = reshape(currPCore, (r1, modeSize[dim], r2))
if dim == 0:
coresP[dim][0:r1, :, 0:r2] += currPCore
else:
coresP[dim][r1:, :, 0:r2] += currPCore
if debug:
leftQm1 = left(tt.tensor.from_list(coresX), dim-1)
leftQ = left(tt.tensor.from_list(coresX), dim)
first = np.tensordot(leftQm1.T, unfolding(zArr[idx], dim-1), 1)
second = reshape(first, (-1, np.prod(modeSize[dim+1:])))
if dim < numDims-1:
explicit = second.dot(rightQ)
orth_cc = reshape(coresX[dim], (-1, coresX[dim].shape[2]))
explicit -= orth_cc.dot(leftQ.T.dot(unfolding(zArr[idx], dim)).dot(rightQ))
else:
explicit = second
explicit = reshape(explicit, currPCore.shape)
assert(np.allclose(explicit, currPCore))
if dim == 0:
coresP[dim][0:r1, :, r2:] = coresX[dim]
else:
coresP[dim][r1:, :, r2:] = coresX[dim]
for idx in xrange(len(zArr)):
r1, n, r2 = coresX[numDims-1].shape
currZCore = reshape(coresZ[idx][numDims-1], (zArr[idx].r[numDims-1], -1))
currPCore = np.dot(lhs[idx], currZCore)
currPCore = reshape(currPCore, (r1, n, r2))
coresP[numDims-1][r1:, :, 0:r2] += currPCore
if debug:
assert(np.allclose(X.full(), tt.tensor.from_list(coresX).full()))
return tt.tensor.from_list(coresP) | [
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... | Project tensor Z on the tangent space of tensor X.
X is a tensor in the TT format.
Z can be a tensor in the TT format or a list of tensors (in this case
the function computes projection of the sum off all tensors in the list:
project(X, Z) = P_X(\sum_i Z_i)
).
This function implements an algorithm from the paper [1], theorem 3.1.
The jit version of the code is much faster when projecting a lot of tensors
simultaneously (in other words Z is a list with many tensors).
Returns a tensor in the TT format with the TT-ranks equal 2 * rank(Z). | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L110-L356 | train | Project a tensor X on the tangent space of tensor Z on the tangent space of tensor X. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(0b110100) + '\x33', 0b1000), nzTpIcepk0o8(chr(1522 - 1474) + chr(9604 - 9493) + chr(53) + chr(403 - 353), 0b1000), nzTpIcepk0o8('\060' + chr(9560 - 9449) + chr(49) + chr(0b110011) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b101 + 0o152) + chr(0b10010 + 0o45) + '\x31', 59137 - 59129), nzTpIcepk0o8(chr(341 - 293) + chr(0b1011110 + 0o21) + '\x32' + chr(0b100000 + 0o26) + chr(0b101010 + 0o12), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110100) + '\x34', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1054 - 1004) + chr(0b1001 + 0o53) + chr(2331 - 2278), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + chr(1940 - 1886) + chr(60 - 10), 20770 - 20762), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b110010) + chr(522 - 473) + chr(2231 - 2183), 0b1000), nzTpIcepk0o8(chr(48) + chr(647 - 536) + chr(0b110001) + chr(51) + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(53) + chr(0b110111), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x33' + '\065' + chr(54), 35863 - 35855), nzTpIcepk0o8(chr(0b110000) + chr(8607 - 8496) + '\x31' + '\060', 13039 - 13031), nzTpIcepk0o8(chr(2229 - 2181) + '\157' + chr(0b110001) + chr(54) + '\062', 3520 - 3512), nzTpIcepk0o8(chr(0b110000) + chr(5196 - 5085) + '\063' + '\064' + '\x34', 45950 - 45942), nzTpIcepk0o8(chr(342 - 294) + '\x6f' + chr(49) + '\x36' + chr(0b10011 + 0o37), 8), nzTpIcepk0o8(chr(1916 - 1868) + chr(0b1000 + 0o147) + chr(0b110011) + chr(0b100110 + 0o14) + chr(0b101000 + 0o11), 0o10), nzTpIcepk0o8(chr(1558 - 1510) + chr(0b1010110 + 0o31) + chr(51) + '\066' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b10 + 0o57) + '\061' + '\x34', 0o10), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b10001 + 0o136) + chr(0b11011 + 0o30) + chr(0b110101) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101101 + 0o2) + '\066' + chr(52), 10617 - 10609), nzTpIcepk0o8(chr(48) + chr(1939 - 1828) + '\061', 62534 - 62526), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b110111) + chr(673 - 619), 0b1000), nzTpIcepk0o8('\060' + chr(0b1001110 + 0o41) + chr(0b110011) + chr(0b110110) + chr(166 - 111), 0o10), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(10840 - 10729) + '\x32' + chr(51) + chr(248 - 200), 0o10), nzTpIcepk0o8(chr(48) + chr(6428 - 6317) + '\x32' + chr(521 - 469) + chr(0b110100), 8), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + '\x35' + chr(1593 - 1545), 0b1000), nzTpIcepk0o8('\060' + chr(7074 - 6963) + chr(176 - 126) + chr(310 - 262), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101100 + 0o3) + '\x31' + chr(2719 - 2664) + '\061', 50709 - 50701), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1010111 + 0o30) + '\061' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(1013 - 965) + chr(111) + '\x33' + chr(0b101100 + 0o12) + chr(0b110000), 24660 - 24652), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(54) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b110000), 8), nzTpIcepk0o8(chr(0b110000) + chr(11118 - 11007) + chr(50) + chr(49) + chr(53), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + chr(230 - 181) + '\065', 8), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1011110 + 0o21) + chr(0b110010) + chr(51) + chr(0b110011 + 0o4), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + '\x37' + chr(51), 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(11703 - 11592) + chr(0b11111 + 0o24) + chr(0b100111 + 0o13) + chr(52), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1010 + 0o50) + chr(54) + chr(0b110110), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b10000 + 0o43) + chr(0b10110 + 0o36) + chr(0b1001 + 0o51), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b1101101 + 0o2) + chr(53) + chr(48), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xcd'), chr(0b11 + 0o141) + '\x65' + chr(99) + chr(11383 - 11272) + chr(7724 - 7624) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def mcjejRq_Q0_k(mxhyDqTAMpMC, sEVgLUlRGUb0, RWqW04_HSHlt=nzTpIcepk0o8('\060' + '\157' + chr(48), 25941 - 25933), gA9Z9do6UmEZ=nzTpIcepk0o8(chr(48) + chr(0b111001 + 0o66) + '\060', 8)):
qcYtx7J5uPZW = None
if suIjIS24Zkqw(sEVgLUlRGUb0, roI3spqORKae(RuxMtHuKbM7x, roI3spqORKae(ES5oEprVxulp(b'\x95O<M\xdb\xd6'), chr(0b1011100 + 0o10) + '\145' + '\x63' + chr(10276 - 10165) + chr(0b111 + 0o135) + chr(101))(chr(0b1110101) + chr(7948 - 7832) + chr(0b1100110) + '\x2d' + chr(56)))):
qcYtx7J5uPZW = [sEVgLUlRGUb0]
else:
qcYtx7J5uPZW = sEVgLUlRGUb0
mxhyDqTAMpMC = mxhyDqTAMpMC.round(eps=nzTpIcepk0o8('\060' + chr(1843 - 1732) + '\060', 8))
(aP7isSR8lT3N, X4Qb5bgZ19HU) = (mxhyDqTAMpMC.vPPlOXQgR3SM, mxhyDqTAMpMC.NoZxuO7wjArS)
nD_HSpE91cSd = RuxMtHuKbM7x.tensor.to_list(mxhyDqTAMpMC)
rEaVFxaj2tsb = [None] * ftfygxgFas5X(qcYtx7J5uPZW)
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
assert roI3spqORKae(X4Qb5bgZ19HU == qcYtx7J5uPZW[At3kbMoXzzmV].n, roI3spqORKae(ES5oEprVxulp(b'\x92ri\t\xd8\xeb\x94\xde\xef\x10n\xdb'), '\144' + chr(7155 - 7054) + chr(99) + chr(2415 - 2304) + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b1110 + 0o37) + chr(2924 - 2868)))()
rEaVFxaj2tsb[At3kbMoXzzmV] = RuxMtHuKbM7x.tensor.to_list(qcYtx7J5uPZW[At3kbMoXzzmV])
if not RWqW04_HSHlt and ftfygxgFas5X(qcYtx7J5uPZW) > nzTpIcepk0o8(chr(0b10 + 0o56) + '\x6f' + '\061' + '\x32', 0b1000):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xa0E1J\xdd\xc0\xc0\xc0\xa8-\\\x87f\x15\xc4\x07\xa2\x91\x13\x83]u\x83\xa3\xea\xd1\x8d0\x16|\x84\x18\x7f\xe3\xad\xeb\x94\xf4\xc5\x92\x86O;\x19\xc1\xd4\x85\xc6\xe0=\x0f\x9ez\x1d\x8e\x17\xb2\x80%\x86Z!\xce\x85\xf7\xc7\x8dc\n"'), chr(2774 - 2674) + chr(0b111101 + 0o50) + chr(0b1100011) + chr(111) + chr(100) + '\x65')('\165' + '\164' + '\146' + chr(45) + '\070'))
if RWqW04_HSHlt:
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N):
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = rEaVFxaj2tsb[nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + '\060', 8)][L5CH4CVaTec6].lhbM092AFW8f
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
if (ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) != roI3spqORKae(rEaVFxaj2tsb[At3kbMoXzzmV][L5CH4CVaTec6], roI3spqORKae(ES5oEprVxulp(b'\x8fB=t\x84\x9d\x97\xf3\xce\x0f\x17\x88'), '\144' + chr(5439 - 5338) + '\143' + '\157' + chr(100) + chr(2124 - 2023))('\x75' + chr(116) + '\146' + chr(0b101101) + chr(0b111000))):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xb4K-W\xdd\xca\xc2\x88\xa8;N\x80f\x1d\x90R\xa4\x87)\xc9@i\xdb\xd7\xf2\xcd\x9c0\x0fi\x82\x02y\xe2\xe3\xbf\x8c\xbc\xd3\x8c\xc3D0M\x94\xc5\xc9\xde\xa8,G\x8b(\x00\x85\x1c\xba\x87l\x80Z!\xca\x9f\xfd\x84\xb20\x18~\x82\x10i\xad\xec\xed\x9e\xf4\xd3\x93\x96K3\x19\xd1\xc5\xc6\xda\xa87[\x86m\x00\xcaR\x82\x83%\x9dWi\xd7\x99\xff\x84\x9c\x7fYx\x98\x140\xe3\xe2\xf1\xd6\xbe\xdf\x96\xc3\\:K\xc7\xcd\xca\xdc\xa6'), chr(0b1010000 + 0o24) + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + '\145')('\165' + chr(116) + chr(102) + chr(0b10111 + 0o26) + chr(679 - 623)))
RWqW04_HSHlt = nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8)
if RWqW04_HSHlt:
sk6yVxnl8jE3 = [None] * aP7isSR8lT3N
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N):
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = rEaVFxaj2tsb[nzTpIcepk0o8(chr(936 - 888) + chr(8237 - 8126) + '\060', 8)][L5CH4CVaTec6].lhbM092AFW8f
sk6yVxnl8jE3[L5CH4CVaTec6] = nDF4gVNx0u9Q.UmwwEp7MzR6q([ftfygxgFas5X(qcYtx7J5uPZW), ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_])
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
if (ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) != roI3spqORKae(rEaVFxaj2tsb[At3kbMoXzzmV][L5CH4CVaTec6], roI3spqORKae(ES5oEprVxulp(b'\x8fB=t\x84\x9d\x97\xf3\xce\x0f\x17\x88'), '\144' + chr(0b1010101 + 0o20) + chr(99) + '\157' + '\144' + '\145')('\165' + chr(116) + chr(0b101100 + 0o72) + chr(0b11111 + 0o16) + '\070')):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xb4K-W\xdd\xca\xc2\x88\xa8;N\x80f\x1d\x90R\xa4\x87)\xc9@i\xdb\xd7\xf2\xcd\x9c0\x0fi\x82\x02y\xe2\xe3\xbf\x8c\xbc\xd3\x8c\xc3D0M\x94\xc5\xc9\xde\xa8,G\x8b(\x00\x85\x1c\xba\x87l\x80Z!\xca\x9f\xfd\x84\xb20\x18~\x82\x10i\xad\xec\xed\x9e\xf4\xd3\x93\x96K3\x19\xd1\xc5\xc6\xda\xa87[\x86m\x00\xcaR\x82\x83%\x9dWi\xd7\x99\xff\x84\x9c\x7fYx\x98\x140\xe3\xe2\xf1\xd6\xbe\xdf\x96\xc3\\:K\xc7\xcd\xca\xdc\xa6'), chr(100) + chr(0b101011 + 0o72) + chr(0b1100011) + '\x6f' + '\144' + chr(0b101001 + 0o74))(chr(0b11010 + 0o133) + chr(0b1010111 + 0o35) + chr(0b1100110) + chr(0b10 + 0o53) + chr(1605 - 1549)))
RWqW04_HSHlt = nzTpIcepk0o8(chr(223 - 175) + '\157' + '\x30', 8)
sk6yVxnl8jE3[L5CH4CVaTec6][At3kbMoXzzmV, :, :, :] = rEaVFxaj2tsb[At3kbMoXzzmV][L5CH4CVaTec6]
ys_KGdUHwfQc = []
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N):
ci4QsYUbQCyU = nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(296 - 246), 38194 - 38186) * mxhyDqTAMpMC.LCrwg7lcbmU9[L5CH4CVaTec6]
x6O2NVJZX7i_ = nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1101111) + '\062', 8) * mxhyDqTAMpMC.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(505 - 457) + chr(111) + chr(0b110001), 8)]
if L5CH4CVaTec6 == nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2283 - 2235), 8):
ci4QsYUbQCyU = nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8)
if L5CH4CVaTec6 == aP7isSR8lT3N - nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49), 8):
x6O2NVJZX7i_ = nzTpIcepk0o8(chr(689 - 641) + chr(111) + chr(0b110001), 8)
roI3spqORKae(ys_KGdUHwfQc, roI3spqORKae(ES5oEprVxulp(b'\xab~\x0c\r\xcc\xc3\xe2\xdd\xe27z\xdb'), chr(0b1100011 + 0o1) + chr(0b1100101) + chr(3866 - 3767) + chr(0b1101111) + '\144' + chr(104 - 3))('\x75' + chr(10508 - 10392) + chr(0b1100110) + chr(0b101101) + chr(56)))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xb6G(N\xf1\xd4\x92\xff\xf2\n\x19\x9f'), chr(0b1100100) + '\145' + chr(6544 - 6445) + chr(111) + chr(0b11001 + 0o113) + '\145')(chr(0b1011100 + 0o31) + '\164' + '\146' + chr(0b101101) + '\x38'))((ci4QsYUbQCyU, X4Qb5bgZ19HU[L5CH4CVaTec6], x6O2NVJZX7i_)))
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N - nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(10443 - 10332) + chr(804 - 755), 8), nzTpIcepk0o8(chr(1449 - 1401) + chr(111) + chr(123 - 75), 8), -nzTpIcepk0o8(chr(48) + chr(111) + '\061', 8)):
nD_HSpE91cSd = Qox23oEgNIpU(nD_HSpE91cSd, L5CH4CVaTec6, left_to_right=nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(48), 8))
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = nD_HSpE91cSd[L5CH4CVaTec6].lhbM092AFW8f
for uV9iBiw0y_Mp in zBiXJ6gPq38D(X4Qb5bgZ19HU[L5CH4CVaTec6]):
ys_KGdUHwfQc[L5CH4CVaTec6][nzTpIcepk0o8(chr(1481 - 1433) + chr(6937 - 6826) + '\060', 8):ci4QsYUbQCyU, uV9iBiw0y_Mp, nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11 + 0o55), 8):x6O2NVJZX7i_] = nD_HSpE91cSd[L5CH4CVaTec6][:, uV9iBiw0y_Mp, :]
SoLPLxK9sjYD = [None] * (aP7isSR8lT3N + nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1795 - 1746), 8))
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N):
SoLPLxK9sjYD[L5CH4CVaTec6] = nDF4gVNx0u9Q.UmwwEp7MzR6q([ftfygxgFas5X(qcYtx7J5uPZW), qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6], nD_HSpE91cSd[L5CH4CVaTec6].lhbM092AFW8f[nzTpIcepk0o8(chr(0b10111 + 0o31) + '\x6f' + chr(434 - 386), 8)]])
SoLPLxK9sjYD[aP7isSR8lT3N] = nDF4gVNx0u9Q.rYPkZ8_2D0X1([ftfygxgFas5X(qcYtx7J5uPZW), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b101100 + 0o103) + '\x31', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b110101 + 0o72) + chr(0b110001), 8)])
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N - nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\060', 8), -nzTpIcepk0o8(chr(0b10110 + 0o32) + '\157' + chr(0b110001), 8)):
t_VjSEzxzxyi(SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110 + 0o53), 8)], nD_HSpE91cSd[L5CH4CVaTec6], sk6yVxnl8jE3[L5CH4CVaTec6], SoLPLxK9sjYD[L5CH4CVaTec6])
if gA9Z9do6UmEZ:
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x82F3Z\xd8\xcb\xd6\xd7'), chr(0b101110 + 0o66) + '\145' + '\x63' + chr(0b11010 + 0o125) + chr(0b1000100 + 0o40) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + chr(45) + '\x38'))(roI3spqORKae(mxhyDqTAMpMC, roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), chr(100) + chr(101) + '\x63' + chr(10087 - 9976) + '\144' + chr(4651 - 4550))(chr(0b1110101) + chr(116) + chr(0b10100 + 0o122) + chr(0b101101) + chr(3065 - 3009)))(), roI3spqORKae(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), chr(5759 - 5659) + '\145' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000)))())
yjs2wYWDKyXw = nDF4gVNx0u9Q.rYPkZ8_2D0X1([ftfygxgFas5X(qcYtx7J5uPZW), nzTpIcepk0o8(chr(48) + chr(0b1100111 + 0o10) + chr(0b110001), 8), nzTpIcepk0o8('\x30' + chr(12149 - 12038) + chr(2020 - 1971), 8)])
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N):
EKDl56bOyICN = nD_HSpE91cSd[L5CH4CVaTec6].copy()
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = EKDl56bOyICN.lhbM092AFW8f
if L5CH4CVaTec6 < aP7isSR8lT3N - nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b1111 + 0o42), 8):
EKDl56bOyICN = OM076lzCYnVV(EKDl56bOyICN, (-nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31', 8), x6O2NVJZX7i_))
(EKDl56bOyICN, ubbTlOIe_i_x) = nDF4gVNx0u9Q.linalg.qr(EKDl56bOyICN)
x6O2NVJZX7i_ = EKDl56bOyICN.lhbM092AFW8f[nzTpIcepk0o8(chr(929 - 881) + chr(0b111010 + 0o65) + chr(0b10100 + 0o35), 8)]
if gA9Z9do6UmEZ:
Nh2KEq3_EHi0 = HDutv6NlG_yf(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b1000 + 0o51), 8))
nD_HSpE91cSd[L5CH4CVaTec6] = OM076lzCYnVV(EKDl56bOyICN, (ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_)).copy()
nD_HSpE91cSd[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b1001 + 0o47) + '\x6f' + chr(49), 8)] = nDF4gVNx0u9Q.tensordot(ubbTlOIe_i_x, nD_HSpE91cSd[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(3649 - 3538) + chr(49), 8)], nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49), 8))
wEN82nRRNu5Y = nDF4gVNx0u9Q.UmwwEp7MzR6q([ftfygxgFas5X(qcYtx7J5uPZW), x6O2NVJZX7i_, qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(48) + chr(0b1001000 + 0o47) + chr(0b110001), 8)]])
EJKSfTXoCGD0(yjs2wYWDKyXw, nD_HSpE91cSd[L5CH4CVaTec6], sk6yVxnl8jE3[L5CH4CVaTec6], wEN82nRRNu5Y)
eqBBosKYymga = nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b'\x8a@4\x15\xdd\xcf\xc9\xdf\xa5fF\x84d\x1f'), chr(5352 - 5252) + chr(4944 - 4843) + '\x63' + '\x6f' + chr(0b1001000 + 0o34) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(1171 - 1115)), yjs2wYWDKyXw, sk6yVxnl8jE3[L5CH4CVaTec6])
eqBBosKYymga = OM076lzCYnVV(eqBBosKYymga, (ftfygxgFas5X(qcYtx7J5uPZW), ci4QsYUbQCyU * NoZxuO7wjArS, -nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31', 8)))
eqBBosKYymga -= nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b'\x8a@sR\xde\xc8\x88\x8c\xe31C'), '\144' + chr(5784 - 5683) + '\x63' + chr(111) + chr(7729 - 7629) + chr(101))(chr(0b1101000 + 0o15) + '\164' + chr(0b1011110 + 0o10) + '\x2d' + chr(0b111000)), EKDl56bOyICN, wEN82nRRNu5Y)
eqBBosKYymga = nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b'\x8a@4\x15\xdd\xcf\xc9'), '\x64' + '\145' + chr(0b101000 + 0o73) + '\157' + '\x64' + '\x65')(chr(7845 - 7728) + chr(116) + chr(0b1100110) + chr(45) + '\070'), eqBBosKYymga, SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8('\060' + '\x6f' + chr(509 - 460), 8)])
eqBBosKYymga = OM076lzCYnVV(eqBBosKYymga, (ci4QsYUbQCyU, X4Qb5bgZ19HU[L5CH4CVaTec6], x6O2NVJZX7i_))
if L5CH4CVaTec6 == nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1174 - 1126), 8):
ys_KGdUHwfQc[L5CH4CVaTec6][nzTpIcepk0o8(chr(213 - 165) + '\x6f' + chr(0b111 + 0o51), 8):ci4QsYUbQCyU, :, nzTpIcepk0o8('\x30' + chr(111) + chr(0b110 + 0o52), 8):x6O2NVJZX7i_] += eqBBosKYymga
else:
ys_KGdUHwfQc[L5CH4CVaTec6][ci4QsYUbQCyU:, :, nzTpIcepk0o8('\060' + chr(3638 - 3527) + '\060', 8):x6O2NVJZX7i_] += eqBBosKYymga
if gA9Z9do6UmEZ:
geKM1r3aiucd = nDF4gVNx0u9Q.UmwwEp7MzR6q((ci4QsYUbQCyU, X4Qb5bgZ19HU[L5CH4CVaTec6], x6O2NVJZX7i_))
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
uLbVLtnGtDcl = ZJRgJr1hTjIz(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), L5CH4CVaTec6 - nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31', 8))
G3scSzX4SGUH = ZJRgJr1hTjIz(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), L5CH4CVaTec6)
N04_Yk27K3ME = nDF4gVNx0u9Q.tensordot(uLbVLtnGtDcl.hq6XE4_Nhd6R, wvko1MhKX23M(qcYtx7J5uPZW[At3kbMoXzzmV], L5CH4CVaTec6 - nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + chr(0b111 + 0o52), 8)), nzTpIcepk0o8('\060' + chr(111) + '\x31', 8))
ZUQ3HHnCqJA6 = OM076lzCYnVV(N04_Yk27K3ME, (-nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101 + 0o54), 8), nDF4gVNx0u9Q.prod(X4Qb5bgZ19HU[L5CH4CVaTec6 + nzTpIcepk0o8('\060' + chr(7218 - 7107) + chr(0b101 + 0o54), 8):])))
if L5CH4CVaTec6 < aP7isSR8lT3N - nzTpIcepk0o8(chr(761 - 713) + '\157' + chr(2083 - 2034), 8):
gDEP1YYzodj9 = ZUQ3HHnCqJA6.dot(Nh2KEq3_EHi0)
BcuH2h9EICbI = OM076lzCYnVV(nD_HSpE91cSd[L5CH4CVaTec6], (-nzTpIcepk0o8('\060' + chr(6232 - 6121) + chr(0b101111 + 0o2), 8), nD_HSpE91cSd[L5CH4CVaTec6].lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(3160 - 3049) + chr(0b101101 + 0o5), 8)]))
gDEP1YYzodj9 -= BcuH2h9EICbI.dot(G3scSzX4SGUH.T.dot(wvko1MhKX23M(qcYtx7J5uPZW[At3kbMoXzzmV], L5CH4CVaTec6)).dot(Nh2KEq3_EHi0))
else:
gDEP1YYzodj9 = ZUQ3HHnCqJA6
geKM1r3aiucd += OM076lzCYnVV(gDEP1YYzodj9, eqBBosKYymga.lhbM092AFW8f)
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x82F3Z\xd8\xcb\xd6\xd7'), chr(670 - 570) + '\x65' + chr(8247 - 8148) + '\157' + '\x64' + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b10010 + 0o46)))(geKM1r3aiucd, eqBBosKYymga)
yjs2wYWDKyXw = wEN82nRRNu5Y
if L5CH4CVaTec6 == nzTpIcepk0o8(chr(48) + chr(0b10 + 0o155) + chr(0b110000), 8):
ys_KGdUHwfQc[L5CH4CVaTec6][nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8):ci4QsYUbQCyU, :, x6O2NVJZX7i_:] = nD_HSpE91cSd[L5CH4CVaTec6]
else:
ys_KGdUHwfQc[L5CH4CVaTec6][ci4QsYUbQCyU:, :, x6O2NVJZX7i_:] = nD_HSpE91cSd[L5CH4CVaTec6]
if L5CH4CVaTec6 == aP7isSR8lT3N - nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(6773 - 6662) + chr(49), 8):
ys_KGdUHwfQc[L5CH4CVaTec6][ci4QsYUbQCyU:, :, nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(11466 - 11355) + chr(0b110000), 8):x6O2NVJZX7i_] += nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b'\x8a@4\x15\xdd\xcf\xc9\xdf\xa5fE\x82e'), chr(7524 - 7424) + '\145' + '\143' + '\x6f' + chr(100) + '\145')('\165' + chr(4442 - 4326) + '\146' + chr(185 - 140) + '\x38'), yjs2wYWDKyXw, sk6yVxnl8jE3[L5CH4CVaTec6])
if gA9Z9do6UmEZ:
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x82F3Z\xd8\xcb\xd6\xd7'), chr(6181 - 6081) + '\x65' + '\143' + '\x6f' + chr(0b1000 + 0o134) + '\x65')('\x75' + '\x74' + '\146' + chr(0b101101) + chr(2081 - 2025)))(roI3spqORKae(mxhyDqTAMpMC, roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), '\x64' + '\145' + chr(0b1110 + 0o125) + chr(0b1101111) + '\144' + chr(1376 - 1275))(chr(0b1110101) + chr(0b1110100 + 0o0) + chr(102) + '\x2d' + chr(2597 - 2541)))(), roI3spqORKae(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), '\144' + '\x65' + '\x63' + chr(111) + chr(100) + chr(0b1100101))('\165' + chr(1768 - 1652) + chr(3866 - 3764) + chr(0b10011 + 0o32) + '\x38'))())
return roI3spqORKae(RuxMtHuKbM7x.tensor, roI3spqORKae(ES5oEprVxulp(b'\x85X0T\xeb\xc8\xcc\xc1\xfc'), chr(0b1011110 + 0o6) + chr(0b110101 + 0o60) + '\143' + chr(7435 - 7324) + '\x64' + chr(101))('\165' + '\x74' + chr(102) + chr(45) + chr(56)))(ys_KGdUHwfQc)
else:
ys_KGdUHwfQc = []
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N):
ci4QsYUbQCyU = nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50), 8) * mxhyDqTAMpMC.LCrwg7lcbmU9[L5CH4CVaTec6]
x6O2NVJZX7i_ = nzTpIcepk0o8(chr(48) + '\157' + chr(50), 8) * mxhyDqTAMpMC.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(48) + chr(111) + chr(1850 - 1801), 8)]
if L5CH4CVaTec6 == nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b10100 + 0o34), 8):
ci4QsYUbQCyU = nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1100010 + 0o15) + chr(95 - 46), 8)
if L5CH4CVaTec6 == aP7isSR8lT3N - nzTpIcepk0o8(chr(0b110000) + chr(0b100 + 0o153) + '\x31', 8):
x6O2NVJZX7i_ = nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(505 - 456), 8)
roI3spqORKae(ys_KGdUHwfQc, roI3spqORKae(ES5oEprVxulp(b'\xab~\x0c\r\xcc\xc3\xe2\xdd\xe27z\xdb'), chr(100) + chr(7719 - 7618) + chr(0b1000000 + 0o43) + chr(1659 - 1548) + '\144' + chr(101))(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + '\070'))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\xb6G(N\xf1\xd4\x92\xff\xf2\n\x19\x9f'), chr(0b1100100) + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(4718 - 4617))(chr(10670 - 10553) + '\164' + chr(0b1001100 + 0o32) + '\x2d' + chr(0b111000)))((ci4QsYUbQCyU, X4Qb5bgZ19HU[L5CH4CVaTec6], x6O2NVJZX7i_)))
SoLPLxK9sjYD = [[nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x30', 8)] * (aP7isSR8lT3N + nzTpIcepk0o8(chr(0b110000) + chr(10599 - 10488) + '\x31', 8)) for zIqcgNgQ9U6F in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW))]
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
SoLPLxK9sjYD[At3kbMoXzzmV][aP7isSR8lT3N] = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8('\x30' + chr(1318 - 1207) + '\x31', 8), nzTpIcepk0o8('\060' + chr(0b1011101 + 0o22) + chr(0b110001), 8)])
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N - nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(3870 - 3759) + '\x31', 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b110000), 8), -nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001), 8)):
nD_HSpE91cSd = Qox23oEgNIpU(nD_HSpE91cSd, L5CH4CVaTec6, left_to_right=nzTpIcepk0o8(chr(0b110000) + chr(0b101111 + 0o100) + chr(0b110000), 8))
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = nD_HSpE91cSd[L5CH4CVaTec6].lhbM092AFW8f
ys_KGdUHwfQc[L5CH4CVaTec6][nzTpIcepk0o8(chr(0b111 + 0o51) + chr(0b1101111) + '\060', 8):ci4QsYUbQCyU, :, nzTpIcepk0o8(chr(0b110000 + 0o0) + '\157' + chr(0b11 + 0o55), 8):x6O2NVJZX7i_] = nD_HSpE91cSd[L5CH4CVaTec6]
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
xDPz4079LyTM = nDF4gVNx0u9Q.tensordot(rEaVFxaj2tsb[At3kbMoXzzmV][L5CH4CVaTec6], nD_HSpE91cSd[L5CH4CVaTec6], axes=(nzTpIcepk0o8(chr(0b110000 + 0o0) + '\x6f' + '\061', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8)))
xDPz4079LyTM = nDF4gVNx0u9Q.transpose(xDPz4079LyTM, (nzTpIcepk0o8('\060' + '\x6f' + chr(1451 - 1403), 8), nzTpIcepk0o8('\060' + chr(0b111100 + 0o63) + chr(0b10001 + 0o41), 8), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + chr(0b110001), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063', 0o10)))
xDPz4079LyTM = OM076lzCYnVV(xDPz4079LyTM, (qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6] * ci4QsYUbQCyU, qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8('\x30' + chr(3581 - 3470) + chr(49), 8)] * x6O2NVJZX7i_))
SoLPLxK9sjYD[At3kbMoXzzmV][L5CH4CVaTec6] = nDF4gVNx0u9Q.dot(xDPz4079LyTM, SoLPLxK9sjYD[At3kbMoXzzmV][L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061', 8)])
if gA9Z9do6UmEZ:
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x82F3Z\xd8\xcb\xd6\xd7'), chr(919 - 819) + chr(101) + '\143' + '\x6f' + '\144' + chr(0b1100101))(chr(6003 - 5886) + chr(0b11000 + 0o134) + chr(0b1100110) + chr(0b101101) + chr(844 - 788)))(roI3spqORKae(mxhyDqTAMpMC, roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), chr(0b1100100) + chr(0b100111 + 0o76) + chr(0b111111 + 0o44) + chr(6597 - 6486) + chr(1325 - 1225) + chr(0b1100101))('\165' + chr(4399 - 4283) + chr(9132 - 9030) + '\055' + '\070'))(), roI3spqORKae(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), chr(0b11011 + 0o111) + '\145' + chr(99) + chr(111) + chr(9383 - 9283) + chr(0b110110 + 0o57))('\165' + '\x74' + chr(0b1011010 + 0o14) + chr(0b101101) + '\070'))())
yjs2wYWDKyXw = [nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061', 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001), 8)]) for zIqcgNgQ9U6F in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW))]
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N - nzTpIcepk0o8(chr(0b1 + 0o57) + chr(111) + chr(0b10001 + 0o40), 8)):
if gA9Z9do6UmEZ:
Nh2KEq3_EHi0 = HDutv6NlG_yf(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + chr(0b1000111 + 0o50) + chr(0b1000 + 0o51), 8))
nD_HSpE91cSd = Qox23oEgNIpU(nD_HSpE91cSd, L5CH4CVaTec6, left_to_right=nzTpIcepk0o8(chr(48) + chr(465 - 354) + chr(0b1110 + 0o43), 8))
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = nD_HSpE91cSd[L5CH4CVaTec6].lhbM092AFW8f
EKDl56bOyICN = OM076lzCYnVV(nD_HSpE91cSd[L5CH4CVaTec6], (-nzTpIcepk0o8(chr(0b110000) + chr(0b11111 + 0o120) + chr(0b11001 + 0o30), 8), x6O2NVJZX7i_))
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
Dd1SNOCSxyFH = OM076lzCYnVV(rEaVFxaj2tsb[At3kbMoXzzmV][L5CH4CVaTec6], (qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6], -nzTpIcepk0o8(chr(48) + '\x6f' + chr(2360 - 2311), 8)))
eqBBosKYymga = nDF4gVNx0u9Q.dot(yjs2wYWDKyXw[At3kbMoXzzmV], Dd1SNOCSxyFH)
xDPz4079LyTM = nDF4gVNx0u9Q.tensordot(nD_HSpE91cSd[L5CH4CVaTec6], rEaVFxaj2tsb[At3kbMoXzzmV][L5CH4CVaTec6], axes=(nzTpIcepk0o8(chr(1746 - 1698) + '\157' + '\x31', 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100100 + 0o15), 8)))
xDPz4079LyTM = nDF4gVNx0u9Q.transpose(xDPz4079LyTM, (nzTpIcepk0o8('\060' + chr(4532 - 4421) + chr(48), 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010), 8), nzTpIcepk0o8('\060' + '\157' + '\x31', 8), nzTpIcepk0o8(chr(760 - 712) + chr(111) + chr(0b110011), 8)))
xDPz4079LyTM = OM076lzCYnVV(xDPz4079LyTM, (ci4QsYUbQCyU * qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6], x6O2NVJZX7i_ * qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8('\x30' + '\157' + chr(727 - 678), 8)]))
yjs2wYWDKyXw[At3kbMoXzzmV] = OM076lzCYnVV(yjs2wYWDKyXw[At3kbMoXzzmV], (nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001), 8), -nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + '\061', 8)))
yjs2wYWDKyXw[At3kbMoXzzmV] = nDF4gVNx0u9Q.dot(yjs2wYWDKyXw[At3kbMoXzzmV], xDPz4079LyTM)
yjs2wYWDKyXw[At3kbMoXzzmV] = OM076lzCYnVV(yjs2wYWDKyXw[At3kbMoXzzmV], (x6O2NVJZX7i_, qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8)]))
eqBBosKYymga = OM076lzCYnVV(eqBBosKYymga, (-nzTpIcepk0o8('\x30' + '\x6f' + '\x31', 8), qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(11222 - 11111) + chr(1804 - 1755), 8)]))
eqBBosKYymga -= nDF4gVNx0u9Q.dot(EKDl56bOyICN, yjs2wYWDKyXw[At3kbMoXzzmV])
SoLPLxK9sjYD[At3kbMoXzzmV][L5CH4CVaTec6 + nzTpIcepk0o8('\060' + chr(111) + '\x31', 8)] = OM076lzCYnVV(SoLPLxK9sjYD[At3kbMoXzzmV][L5CH4CVaTec6 + nzTpIcepk0o8(chr(48) + chr(4239 - 4128) + chr(49), 8)], (qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b101111 + 0o1) + '\x6f' + '\061', 8)], x6O2NVJZX7i_))
eqBBosKYymga = nDF4gVNx0u9Q.dot(eqBBosKYymga, SoLPLxK9sjYD[At3kbMoXzzmV][L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1101111) + '\x31', 8)])
eqBBosKYymga = OM076lzCYnVV(eqBBosKYymga, (ci4QsYUbQCyU, X4Qb5bgZ19HU[L5CH4CVaTec6], x6O2NVJZX7i_))
if L5CH4CVaTec6 == nzTpIcepk0o8('\x30' + chr(0b1000110 + 0o51) + chr(2047 - 1999), 8):
ys_KGdUHwfQc[L5CH4CVaTec6][nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1101111) + chr(48), 8):ci4QsYUbQCyU, :, nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(9432 - 9321) + chr(1033 - 985), 8):x6O2NVJZX7i_] += eqBBosKYymga
else:
ys_KGdUHwfQc[L5CH4CVaTec6][ci4QsYUbQCyU:, :, nzTpIcepk0o8('\060' + chr(0b1000010 + 0o55) + '\x30', 8):x6O2NVJZX7i_] += eqBBosKYymga
if gA9Z9do6UmEZ:
uLbVLtnGtDcl = ZJRgJr1hTjIz(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), L5CH4CVaTec6 - nzTpIcepk0o8('\x30' + chr(0b1100000 + 0o17) + chr(0b100001 + 0o20), 8))
G3scSzX4SGUH = ZJRgJr1hTjIz(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), L5CH4CVaTec6)
N04_Yk27K3ME = nDF4gVNx0u9Q.tensordot(uLbVLtnGtDcl.hq6XE4_Nhd6R, wvko1MhKX23M(qcYtx7J5uPZW[At3kbMoXzzmV], L5CH4CVaTec6 - nzTpIcepk0o8(chr(0b101011 + 0o5) + '\x6f' + chr(49), 8)), nzTpIcepk0o8('\060' + chr(0b1100 + 0o143) + chr(1795 - 1746), 8))
ZUQ3HHnCqJA6 = OM076lzCYnVV(N04_Yk27K3ME, (-nzTpIcepk0o8(chr(48) + chr(10928 - 10817) + chr(446 - 397), 8), nDF4gVNx0u9Q.prod(X4Qb5bgZ19HU[L5CH4CVaTec6 + nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8):])))
if L5CH4CVaTec6 < aP7isSR8lT3N - nzTpIcepk0o8(chr(589 - 541) + '\157' + chr(1943 - 1894), 8):
gDEP1YYzodj9 = ZUQ3HHnCqJA6.dot(Nh2KEq3_EHi0)
BcuH2h9EICbI = OM076lzCYnVV(nD_HSpE91cSd[L5CH4CVaTec6], (-nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8), nD_HSpE91cSd[L5CH4CVaTec6].lhbM092AFW8f[nzTpIcepk0o8('\060' + '\157' + chr(0b100000 + 0o22), 8)]))
gDEP1YYzodj9 -= BcuH2h9EICbI.dot(G3scSzX4SGUH.T.dot(wvko1MhKX23M(qcYtx7J5uPZW[At3kbMoXzzmV], L5CH4CVaTec6)).dot(Nh2KEq3_EHi0))
else:
gDEP1YYzodj9 = ZUQ3HHnCqJA6
gDEP1YYzodj9 = OM076lzCYnVV(gDEP1YYzodj9, eqBBosKYymga.lhbM092AFW8f)
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x82F3Z\xd8\xcb\xd6\xd7'), chr(100) + chr(5792 - 5691) + chr(0b1100000 + 0o3) + chr(4906 - 4795) + chr(0b1100100) + '\145')(chr(1931 - 1814) + '\164' + chr(0b1010011 + 0o23) + '\x2d' + chr(0b111000)))(gDEP1YYzodj9, eqBBosKYymga)
if L5CH4CVaTec6 == nzTpIcepk0o8(chr(48) + chr(0b1011000 + 0o27) + '\x30', 8):
ys_KGdUHwfQc[L5CH4CVaTec6][nzTpIcepk0o8(chr(48) + chr(0b1011010 + 0o25) + '\x30', 8):ci4QsYUbQCyU, :, x6O2NVJZX7i_:] = nD_HSpE91cSd[L5CH4CVaTec6]
else:
ys_KGdUHwfQc[L5CH4CVaTec6][ci4QsYUbQCyU:, :, x6O2NVJZX7i_:] = nD_HSpE91cSd[L5CH4CVaTec6]
for At3kbMoXzzmV in zBiXJ6gPq38D(ftfygxgFas5X(qcYtx7J5uPZW)):
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = nD_HSpE91cSd[aP7isSR8lT3N - nzTpIcepk0o8('\060' + '\157' + '\x31', 8)].lhbM092AFW8f
Dd1SNOCSxyFH = OM076lzCYnVV(rEaVFxaj2tsb[At3kbMoXzzmV][aP7isSR8lT3N - nzTpIcepk0o8(chr(48) + chr(9972 - 9861) + chr(0b110001), 8)], (qcYtx7J5uPZW[At3kbMoXzzmV].LCrwg7lcbmU9[aP7isSR8lT3N - nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8)], -nzTpIcepk0o8(chr(48) + chr(111) + chr(973 - 924), 8)))
eqBBosKYymga = nDF4gVNx0u9Q.dot(yjs2wYWDKyXw[At3kbMoXzzmV], Dd1SNOCSxyFH)
eqBBosKYymga = OM076lzCYnVV(eqBBosKYymga, (ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_))
ys_KGdUHwfQc[aP7isSR8lT3N - nzTpIcepk0o8('\060' + chr(4716 - 4605) + chr(0b110001), 8)][ci4QsYUbQCyU:, :, nzTpIcepk0o8(chr(48) + chr(111) + chr(167 - 119), 8):x6O2NVJZX7i_] += eqBBosKYymga
if gA9Z9do6UmEZ:
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'\x82F3Z\xd8\xcb\xd6\xd7'), chr(0b1100100) + '\145' + '\x63' + chr(0b1011010 + 0o25) + '\144' + '\145')(chr(117) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)))(roI3spqORKae(mxhyDqTAMpMC, roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(1598 - 1542)))(), roI3spqORKae(RuxMtHuKbM7x.tensor.from_list(nD_HSpE91cSd), roI3spqORKae(ES5oEprVxulp(b'\xa5{1t\xc5\xec\x9d\xea\xb1\x14f\xaa'), chr(100) + chr(0b1010000 + 0o25) + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b110001 + 0o7)))())
return roI3spqORKae(RuxMtHuKbM7x.tensor, roI3spqORKae(ES5oEprVxulp(b'\x85X0T\xeb\xc8\xcc\xc1\xfc'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(1450 - 1350) + chr(101))(chr(3461 - 3344) + chr(0b1100000 + 0o24) + '\x66' + chr(45) + chr(0b111000)))(ys_KGdUHwfQc) |
oseledets/ttpy | tt/riemannian/riemannian.py | projector_splitting_add | def projector_splitting_add(Y, delta, debug=False):
"""Compute Y + delta via the projector splitting scheme.
This function implements the projector splitting scheme (section 4.2 of [1]).
The result is a TT-tensor with the TT-ranks equal to the TT-ranks of Y."""
# Get rid of redundant ranks (they cause technical difficulties).
delta = delta.round(eps=0)
numDims = delta.d
assert(numDims == Y.d)
modeSize = delta.n
assert(modeSize == Y.n).all()
coresDelta = tt.tensor.to_list(delta)
coresY = tt.tensor.to_list(Y)
# rhs[dim] is an (delta.rank_dim * Y.rank_dim) x 1 vector
rhs = [None] * (numDims+1)
rhs[numDims] = np.ones([1, 1])
# Right to left sweep to orthogonalize the cores and prepare the rhs.
for dim in xrange(numDims-1, 0, -1):
# Right to left orthogonalization of the Y cores.
coresY = cores_orthogonalization_step(coresY, dim, left_to_right=False)
r1, n, r2 = coresY[dim].shape
# rhs computation.
coreProd = np.tensordot(coresDelta[dim], coresY[dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (delta.r[dim]*r1, delta.r[dim+1]*r2))
rhs[dim] = np.dot(coreProd, rhs[dim+1])
if debug:
assert(np.allclose(Y.full(), tt.tensor.from_list(coresY).full()))
# lsh is an Y.rank_dim x delta.rank_dim matrix.
lhs = np.ones([1, 1])
# s is an Y.rank_dim x Y.rank_dim matrix.
s = np.ones([1, 1])
# Left to right projector splitting sweep.
for dim in xrange(numDims):
# Y^+ (formula 4.10)
cc = coresDelta[dim].copy()
r1, n, r2 = coresY[dim].shape
cc = np.tensordot(lhs, cc, 1)
rhs[dim+1] = reshape(rhs[dim+1], (delta.r[dim+1], r2))
cc = reshape(cc, (-1, delta.r[dim+1]))
cc = np.dot(cc, rhs[dim+1])
if debug:
first = np.kron(np.eye(modeSize[dim]), left(tt.tensor.from_list(coresY), dim-1).T)
second = np.dot(first, unfolding(delta, dim))
explicit = np.dot(second, right(tt.tensor.from_list(coresY), dim+1))
assert(np.allclose(explicit, cc))
cc += reshape(np.tensordot(s, coresY[dim], 1), (-1, Y.r[dim+1]))
if dim < numDims-1:
cc, rr = np.linalg.qr(cc)
# TODO: do we need to use r1 = cc.shape[1] here????
cc = reshape(cc, coresY[dim].shape)
coresY[dim] = cc.copy()
if dim < numDims-1:
coreProd = np.tensordot(coresY[dim], coresDelta[dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (r1*delta.r[dim], r2*delta.r[dim+1]))
lhs = reshape(lhs, (1, -1))
lhs = np.dot(lhs, coreProd)
lhs = reshape(lhs, (r2, delta.r[dim+1]))
if dim < numDims-1:
# Y^- (formula 4.7)
s = rr - np.dot(lhs, rhs[dim+1])
if debug:
first = left(tt.tensor.from_list(coresY), dim).T
second = np.dot(first, unfolding(delta, dim))
explicit = np.dot(second, right(tt.tensor.from_list(coresY), dim+1))
assert(np.allclose(explicit, np.dot(lhs, rhs[dim+1])))
return tt.tensor.from_list(coresY) | python | def projector_splitting_add(Y, delta, debug=False):
"""Compute Y + delta via the projector splitting scheme.
This function implements the projector splitting scheme (section 4.2 of [1]).
The result is a TT-tensor with the TT-ranks equal to the TT-ranks of Y."""
# Get rid of redundant ranks (they cause technical difficulties).
delta = delta.round(eps=0)
numDims = delta.d
assert(numDims == Y.d)
modeSize = delta.n
assert(modeSize == Y.n).all()
coresDelta = tt.tensor.to_list(delta)
coresY = tt.tensor.to_list(Y)
# rhs[dim] is an (delta.rank_dim * Y.rank_dim) x 1 vector
rhs = [None] * (numDims+1)
rhs[numDims] = np.ones([1, 1])
# Right to left sweep to orthogonalize the cores and prepare the rhs.
for dim in xrange(numDims-1, 0, -1):
# Right to left orthogonalization of the Y cores.
coresY = cores_orthogonalization_step(coresY, dim, left_to_right=False)
r1, n, r2 = coresY[dim].shape
# rhs computation.
coreProd = np.tensordot(coresDelta[dim], coresY[dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (delta.r[dim]*r1, delta.r[dim+1]*r2))
rhs[dim] = np.dot(coreProd, rhs[dim+1])
if debug:
assert(np.allclose(Y.full(), tt.tensor.from_list(coresY).full()))
# lsh is an Y.rank_dim x delta.rank_dim matrix.
lhs = np.ones([1, 1])
# s is an Y.rank_dim x Y.rank_dim matrix.
s = np.ones([1, 1])
# Left to right projector splitting sweep.
for dim in xrange(numDims):
# Y^+ (formula 4.10)
cc = coresDelta[dim].copy()
r1, n, r2 = coresY[dim].shape
cc = np.tensordot(lhs, cc, 1)
rhs[dim+1] = reshape(rhs[dim+1], (delta.r[dim+1], r2))
cc = reshape(cc, (-1, delta.r[dim+1]))
cc = np.dot(cc, rhs[dim+1])
if debug:
first = np.kron(np.eye(modeSize[dim]), left(tt.tensor.from_list(coresY), dim-1).T)
second = np.dot(first, unfolding(delta, dim))
explicit = np.dot(second, right(tt.tensor.from_list(coresY), dim+1))
assert(np.allclose(explicit, cc))
cc += reshape(np.tensordot(s, coresY[dim], 1), (-1, Y.r[dim+1]))
if dim < numDims-1:
cc, rr = np.linalg.qr(cc)
# TODO: do we need to use r1 = cc.shape[1] here????
cc = reshape(cc, coresY[dim].shape)
coresY[dim] = cc.copy()
if dim < numDims-1:
coreProd = np.tensordot(coresY[dim], coresDelta[dim], axes=(1, 1))
coreProd = np.transpose(coreProd, (0, 2, 1, 3))
coreProd = reshape(coreProd, (r1*delta.r[dim], r2*delta.r[dim+1]))
lhs = reshape(lhs, (1, -1))
lhs = np.dot(lhs, coreProd)
lhs = reshape(lhs, (r2, delta.r[dim+1]))
if dim < numDims-1:
# Y^- (formula 4.7)
s = rr - np.dot(lhs, rhs[dim+1])
if debug:
first = left(tt.tensor.from_list(coresY), dim).T
second = np.dot(first, unfolding(delta, dim))
explicit = np.dot(second, right(tt.tensor.from_list(coresY), dim+1))
assert(np.allclose(explicit, np.dot(lhs, rhs[dim+1])))
return tt.tensor.from_list(coresY) | [
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"# Get rid of redundant ranks (they cause technical difficulties).",
"delta",
"=",
"delta",
".",
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"(",
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"d"... | Compute Y + delta via the projector splitting scheme.
This function implements the projector splitting scheme (section 4.2 of [1]).
The result is a TT-tensor with the TT-ranks equal to the TT-ranks of Y. | [
"Compute",
"Y",
"+",
"delta",
"via",
"the",
"projector",
"splitting",
"scheme",
"."
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L359-L432 | train | Compute Y + delta via the projector splitting scheme. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b100000 + 0o117) + chr(0b110001) + '\x31' + chr(736 - 688), 25982 - 25974), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(0b110 + 0o57) + chr(0b101000 + 0o10), 8767 - 8759), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + '\x31' + chr(0b110111) + '\x31', 12700 - 12692), nzTpIcepk0o8('\060' + chr(0b1100011 + 0o14) + '\063' + chr(1557 - 1508) + chr(50), 34379 - 34371), nzTpIcepk0o8(chr(48) + chr(111) + chr(791 - 740) + chr(1855 - 1804) + chr(1280 - 1231), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + '\x35' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(424 - 373) + '\062' + '\x35', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(0b100111 + 0o15) + '\065', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(11863 - 11752) + chr(0b110010) + chr(1340 - 1289) + chr(54), 11618 - 11610), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b11111 + 0o120) + chr(0b110110) + chr(0b11 + 0o56), 28655 - 28647), nzTpIcepk0o8(chr(0b110000) + chr(0b110010 + 0o75) + '\062' + chr(50) + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b1110 + 0o43) + '\067' + chr(0b101100 + 0o13), 51062 - 51054), nzTpIcepk0o8(chr(0b110000) + chr(10989 - 10878) + chr(0b111 + 0o54) + chr(0b100011 + 0o23) + chr(0b101100 + 0o13), 44489 - 44481), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2498 - 2447) + '\067' + '\x31', 0o10), nzTpIcepk0o8('\060' + chr(0b11011 + 0o124) + '\x31' + chr(0b110111) + '\060', 0b1000), nzTpIcepk0o8(chr(720 - 672) + chr(9332 - 9221) + chr(0b110011) + chr(0b1100 + 0o46) + '\x37', 44167 - 44159), nzTpIcepk0o8('\060' + chr(0b1001 + 0o146) + '\063' + chr(1692 - 1642) + chr(1491 - 1443), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\x31' + chr(0b100010 + 0o20), 0b1000), nzTpIcepk0o8(chr(71 - 23) + '\157' + chr(0b10111 + 0o33) + '\067' + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(7552 - 7441) + '\063' + '\064' + chr(0b100110 + 0o17), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(0b100 + 0o61) + '\060', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x32' + '\x36', 8), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + '\061' + chr(2588 - 2533) + chr(597 - 546), 3593 - 3585), nzTpIcepk0o8(chr(1134 - 1086) + chr(0b1101111) + chr(55) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110100) + '\064', 59545 - 59537), nzTpIcepk0o8('\x30' + chr(5816 - 5705) + chr(1364 - 1314) + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\060' + chr(9859 - 9748) + chr(1178 - 1128) + chr(0b110001) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(11083 - 10972) + chr(50) + chr(0b1111 + 0o45) + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(815 - 704) + '\063' + chr(54) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10 + 0o60) + '\063' + chr(52), 22426 - 22418), nzTpIcepk0o8('\060' + '\157' + '\x34' + chr(1774 - 1722), 0o10), nzTpIcepk0o8('\060' + chr(0b100111 + 0o110) + chr(49) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1000001 + 0o56) + chr(2559 - 2506) + '\061', 0o10), nzTpIcepk0o8(chr(187 - 139) + '\157' + chr(327 - 278) + '\x31' + chr(0b1 + 0o60), 53347 - 53339), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50) + chr(1541 - 1489) + chr(54), 54394 - 54386), nzTpIcepk0o8(chr(0b110000) + chr(0b0 + 0o157) + chr(0b10110 + 0o34) + chr(0b1000 + 0o56) + '\064', ord("\x08")), nzTpIcepk0o8(chr(1513 - 1465) + chr(0b100100 + 0o113) + chr(0b101100 + 0o5) + chr(0b1010 + 0o52) + chr(0b100001 + 0o17), ord("\x08")), nzTpIcepk0o8('\x30' + chr(1247 - 1136) + chr(1998 - 1949) + chr(49) + chr(141 - 93), 8), nzTpIcepk0o8('\x30' + chr(0b110101 + 0o72) + '\x33' + chr(55) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(4567 - 4456) + '\062' + chr(52 - 4) + chr(0b101001 + 0o15), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(111) + chr(0b10101 + 0o40) + chr(48), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'f'), chr(100) + chr(0b1100101) + '\143' + chr(3942 - 3831) + chr(0b100111 + 0o75) + chr(0b1100101))(chr(117) + chr(1671 - 1555) + '\146' + chr(1061 - 1016) + chr(0b1100 + 0o54)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def NNkPyZTLx5Ko(zWIjrOExuyqC, FLz8xIvnAyD6, gA9Z9do6UmEZ=nzTpIcepk0o8(chr(0b110000) + chr(5494 - 5383) + chr(48), ord("\x08"))):
FLz8xIvnAyD6 = FLz8xIvnAyD6.round(eps=nzTpIcepk0o8(chr(0b110000) + chr(4320 - 4209) + '\x30', 8))
aP7isSR8lT3N = FLz8xIvnAyD6.vPPlOXQgR3SM
assert aP7isSR8lT3N == roI3spqORKae(zWIjrOExuyqC, roI3spqORKae(ES5oEprVxulp(b'>\xf8)\xa6\x962\x84\x82\xcc\x02\xc52'), '\144' + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100100) + chr(9843 - 9742))('\165' + '\164' + chr(0b1100110) + chr(0b1001 + 0o44) + chr(56)))
X4Qb5bgZ19HU = FLz8xIvnAyD6.NoZxuO7wjArS
assert roI3spqORKae(X4Qb5bgZ19HU == zWIjrOExuyqC.n, roI3spqORKae(ES5oEprVxulp(b'9\xf0O\xfa\xb5%\xe4\x89\xf9y\xd7J'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(9647 - 9531) + chr(0b1100110) + '\x2d' + '\x38'))()
CDshzyjoBJNq = RuxMtHuKbM7x.tensor.to_list(FLz8xIvnAyD6)
yUILTkmZf3Y7 = RuxMtHuKbM7x.tensor.to_list(zWIjrOExuyqC)
SoLPLxK9sjYD = [None] * (aP7isSR8lT3N + nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110001), ord("\x08")))
SoLPLxK9sjYD[aP7isSR8lT3N] = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(708 - 659), 8)])
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N - nzTpIcepk0o8('\x30' + chr(0b1001 + 0o146) + '\061', 8), nzTpIcepk0o8('\x30' + '\157' + '\060', 8), -nzTpIcepk0o8(chr(48) + '\x6f' + '\x31', 8)):
yUILTkmZf3Y7 = Qox23oEgNIpU(yUILTkmZf3Y7, L5CH4CVaTec6, left_to_right=nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + '\x30', 8))
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = yUILTkmZf3Y7[L5CH4CVaTec6].lhbM092AFW8f
xDPz4079LyTM = nDF4gVNx0u9Q.tensordot(CDshzyjoBJNq[L5CH4CVaTec6], yUILTkmZf3Y7[L5CH4CVaTec6], axes=(nzTpIcepk0o8(chr(1079 - 1031) + '\157' + chr(0b110001), 8), nzTpIcepk0o8('\x30' + chr(0b101011 + 0o104) + chr(1363 - 1314), 8)))
xDPz4079LyTM = nDF4gVNx0u9Q.transpose(xDPz4079LyTM, (nzTpIcepk0o8('\060' + chr(0b100110 + 0o111) + '\x30', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1010100 + 0o33) + chr(50), 27419 - 27411), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b101 + 0o54), 8), nzTpIcepk0o8(chr(431 - 383) + '\157' + '\x33', 0o10)))
xDPz4079LyTM = OM076lzCYnVV(xDPz4079LyTM, (FLz8xIvnAyD6.LCrwg7lcbmU9[L5CH4CVaTec6] * ci4QsYUbQCyU, FLz8xIvnAyD6.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001), 8)] * x6O2NVJZX7i_))
SoLPLxK9sjYD[L5CH4CVaTec6] = nDF4gVNx0u9Q.dot(xDPz4079LyTM, SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8(chr(2292 - 2244) + '\157' + chr(0b110001), 8)])
if gA9Z9do6UmEZ:
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b')\xc4\x15\xa9\xb5\x05\xa6\x80'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(0b10011 + 0o141) + chr(0b1100110) + chr(45) + chr(56)))(roI3spqORKae(zWIjrOExuyqC, roI3spqORKae(ES5oEprVxulp(b'\x0e\xf9\x17\x87\xa8"\xed\xbd\xa7}\xdf;'), '\144' + chr(101) + chr(99) + chr(111) + '\144' + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b1001 + 0o57)))(), roI3spqORKae(RuxMtHuKbM7x.tensor.from_list(yUILTkmZf3Y7), roI3spqORKae(ES5oEprVxulp(b'\x0e\xf9\x17\x87\xa8"\xed\xbd\xa7}\xdf;'), chr(0b1000001 + 0o43) + chr(0b110 + 0o137) + chr(0b1001100 + 0o27) + '\x6f' + '\x64' + '\x65')('\165' + '\x74' + '\x66' + chr(0b0 + 0o55) + chr(1938 - 1882)))())
yjs2wYWDKyXw = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8(chr(812 - 764) + '\x6f' + chr(0b110001), 8), nzTpIcepk0o8('\060' + '\157' + '\061', 8)])
PmE5_h409JAA = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8(chr(572 - 524) + chr(0b101000 + 0o107) + chr(49), 8), nzTpIcepk0o8('\060' + chr(0b10000 + 0o137) + chr(0b100 + 0o55), 8)])
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N):
EKDl56bOyICN = CDshzyjoBJNq[L5CH4CVaTec6].copy()
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = yUILTkmZf3Y7[L5CH4CVaTec6].lhbM092AFW8f
EKDl56bOyICN = nDF4gVNx0u9Q.tensordot(yjs2wYWDKyXw, EKDl56bOyICN, nzTpIcepk0o8('\x30' + '\157' + chr(49), 8))
SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8(chr(1800 - 1752) + '\x6f' + chr(847 - 798), 8)] = OM076lzCYnVV(SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8('\060' + chr(5074 - 4963) + chr(0b100110 + 0o13), 8)], (FLz8xIvnAyD6.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + chr(8885 - 8774) + chr(49), 8)], x6O2NVJZX7i_))
EKDl56bOyICN = OM076lzCYnVV(EKDl56bOyICN, (-nzTpIcepk0o8(chr(0b111 + 0o51) + chr(1280 - 1169) + '\061', 8), FLz8xIvnAyD6.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8('\x30' + chr(111) + chr(0b1 + 0o60), 8)]))
EKDl56bOyICN = nDF4gVNx0u9Q.dot(EKDl56bOyICN, SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8(chr(48) + chr(0b1 + 0o156) + chr(0b110001), 8)])
if gA9Z9do6UmEZ:
N04_Yk27K3ME = nDF4gVNx0u9Q.kron(nDF4gVNx0u9Q.sWQ4p7UMdVY3(X4Qb5bgZ19HU[L5CH4CVaTec6]), ZJRgJr1hTjIz(RuxMtHuKbM7x.tensor.from_list(yUILTkmZf3Y7), L5CH4CVaTec6 - nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31', 8)).hq6XE4_Nhd6R)
ZUQ3HHnCqJA6 = nDF4gVNx0u9Q.dot(N04_Yk27K3ME, wvko1MhKX23M(FLz8xIvnAyD6, L5CH4CVaTec6))
gDEP1YYzodj9 = nDF4gVNx0u9Q.dot(ZUQ3HHnCqJA6, HDutv6NlG_yf(RuxMtHuKbM7x.tensor.from_list(yUILTkmZf3Y7), L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10101 + 0o34), 8)))
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b')\xc4\x15\xa9\xb5\x05\xa6\x80'), chr(2508 - 2408) + '\145' + chr(0b1100011) + chr(0b1010000 + 0o37) + chr(0b1100100) + '\145')(chr(404 - 287) + chr(2876 - 2760) + '\x66' + chr(0b101101) + chr(875 - 819)))(gDEP1YYzodj9, EKDl56bOyICN)
EKDl56bOyICN += OM076lzCYnVV(nDF4gVNx0u9Q.tensordot(PmE5_h409JAA, yUILTkmZf3Y7[L5CH4CVaTec6], nzTpIcepk0o8(chr(719 - 671) + '\157' + chr(0b110001), 8)), (-nzTpIcepk0o8('\060' + chr(9694 - 9583) + '\061', 8), zWIjrOExuyqC.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b110000) + chr(0b101110 + 0o101) + '\061', 8)]))
if L5CH4CVaTec6 < aP7isSR8lT3N - nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8):
(EKDl56bOyICN, ubbTlOIe_i_x) = nDF4gVNx0u9Q.linalg.qr(EKDl56bOyICN)
EKDl56bOyICN = OM076lzCYnVV(EKDl56bOyICN, yUILTkmZf3Y7[L5CH4CVaTec6].lhbM092AFW8f)
yUILTkmZf3Y7[L5CH4CVaTec6] = EKDl56bOyICN.copy()
if L5CH4CVaTec6 < aP7isSR8lT3N - nzTpIcepk0o8(chr(48) + '\x6f' + chr(1422 - 1373), 8):
xDPz4079LyTM = nDF4gVNx0u9Q.tensordot(yUILTkmZf3Y7[L5CH4CVaTec6], CDshzyjoBJNq[L5CH4CVaTec6], axes=(nzTpIcepk0o8(chr(2171 - 2123) + chr(0b1101111) + chr(0b110001), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001), 8)))
xDPz4079LyTM = nDF4gVNx0u9Q.transpose(xDPz4079LyTM, (nzTpIcepk0o8('\060' + chr(0b1001011 + 0o44) + '\060', 8), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + chr(1823 - 1773), 8), nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1101111) + '\063', 8)))
xDPz4079LyTM = OM076lzCYnVV(xDPz4079LyTM, (ci4QsYUbQCyU * FLz8xIvnAyD6.LCrwg7lcbmU9[L5CH4CVaTec6], x6O2NVJZX7i_ * FLz8xIvnAyD6.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101111) + '\061', 8)]))
yjs2wYWDKyXw = OM076lzCYnVV(yjs2wYWDKyXw, (nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8), -nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b101010 + 0o7), 8)))
yjs2wYWDKyXw = nDF4gVNx0u9Q.dot(yjs2wYWDKyXw, xDPz4079LyTM)
yjs2wYWDKyXw = OM076lzCYnVV(yjs2wYWDKyXw, (x6O2NVJZX7i_, FLz8xIvnAyD6.LCrwg7lcbmU9[L5CH4CVaTec6 + nzTpIcepk0o8('\060' + '\157' + '\061', 8)]))
if L5CH4CVaTec6 < aP7isSR8lT3N - nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31', 8):
PmE5_h409JAA = ubbTlOIe_i_x - nDF4gVNx0u9Q.dot(yjs2wYWDKyXw, SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8)])
if gA9Z9do6UmEZ:
N04_Yk27K3ME = ZJRgJr1hTjIz(RuxMtHuKbM7x.tensor.from_list(yUILTkmZf3Y7), L5CH4CVaTec6).hq6XE4_Nhd6R
ZUQ3HHnCqJA6 = nDF4gVNx0u9Q.dot(N04_Yk27K3ME, wvko1MhKX23M(FLz8xIvnAyD6, L5CH4CVaTec6))
gDEP1YYzodj9 = nDF4gVNx0u9Q.dot(ZUQ3HHnCqJA6, HDutv6NlG_yf(RuxMtHuKbM7x.tensor.from_list(yUILTkmZf3Y7), L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b10101 + 0o132) + chr(0b110001), 8)))
assert roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b')\xc4\x15\xa9\xb5\x05\xa6\x80'), chr(100) + chr(3446 - 3345) + chr(5836 - 5737) + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + chr(282 - 237) + chr(0b111000)))(gDEP1YYzodj9, roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b',\xc7\r'), chr(0b1100100) + chr(0b1100101 + 0o0) + chr(8718 - 8619) + chr(0b1010011 + 0o34) + '\144' + chr(8105 - 8004))('\165' + chr(116) + chr(2839 - 2737) + chr(1644 - 1599) + chr(0b111000)))(yjs2wYWDKyXw, SoLPLxK9sjYD[L5CH4CVaTec6 + nzTpIcepk0o8(chr(0b101111 + 0o1) + '\x6f' + chr(0b1000 + 0o51), 8)]))
return roI3spqORKae(RuxMtHuKbM7x.tensor, roI3spqORKae(ES5oEprVxulp(b'.\xda\x16\xa7\x86\x06\xbc\x96\xea'), '\x64' + chr(0b1100101) + chr(0b110 + 0o135) + '\x6f' + chr(7493 - 7393) + chr(101))('\x75' + '\164' + chr(0b1100110) + '\055' + chr(56)))(yUILTkmZf3Y7) |
oseledets/ttpy | tt/riemannian/riemannian.py | tt_qr | def tt_qr(X, left_to_right=True):
"""
Orthogonalizes a TT tensor from left to right or
from right to left.
:param: X - thensor to orthogonalise
:param: direction - direction. May be 'lr/LR' or 'rl/RL'
for left/right orthogonalization
:return: X_orth, R - orthogonal tensor and right (left)
upper (lower) triangular matrix
>>> import tt, numpy as np
>>> x = tt.rand(np.array([2, 3, 4, 5]), d=4)
>>> x_q, r = tt_qr(x, left_to_right=True)
>>> np.allclose((rm[0][0]*x_q).norm(), x.norm())
True
>>> x_u, l = tt_qr(x, left_to_right=False)
>>> np.allclose((l[0][0]*x_u).norm(), x.norm())
True
"""
# Get rid of redundant ranks (they cause technical difficulties).
X = X.round(eps=0)
numDims = X.d
coresX = tt.tensor.to_list(X)
if left_to_right:
# Left to right orthogonalization of the X cores.
for dim in xrange(0, numDims-1):
coresX = cores_orthogonalization_step(
coresX, dim, left_to_right=left_to_right)
last_core = coresX[numDims-1]
r1, n, r2 = last_core.shape
last_core, rr = np.linalg.qr(reshape(last_core, (-1, r2)))
coresX[numDims-1] = reshape(last_core, (r1, n, -1))
else:
# Right to left orthogonalization of X cores
for dim in xrange(numDims-1, 0, -1):
coresX = cores_orthogonalization_step(
coresX, dim, left_to_right=left_to_right)
last_core = coresX[0]
r1, n, r2 = last_core.shape
last_core, rr = np.linalg.qr(
np.transpose(reshape(last_core, (r1, -1)))
)
coresX[0] = reshape(
np.transpose(last_core),
(-1, n, r2))
rr = np.transpose(rr)
return tt.tensor.from_list(coresX), rr | python | def tt_qr(X, left_to_right=True):
"""
Orthogonalizes a TT tensor from left to right or
from right to left.
:param: X - thensor to orthogonalise
:param: direction - direction. May be 'lr/LR' or 'rl/RL'
for left/right orthogonalization
:return: X_orth, R - orthogonal tensor and right (left)
upper (lower) triangular matrix
>>> import tt, numpy as np
>>> x = tt.rand(np.array([2, 3, 4, 5]), d=4)
>>> x_q, r = tt_qr(x, left_to_right=True)
>>> np.allclose((rm[0][0]*x_q).norm(), x.norm())
True
>>> x_u, l = tt_qr(x, left_to_right=False)
>>> np.allclose((l[0][0]*x_u).norm(), x.norm())
True
"""
# Get rid of redundant ranks (they cause technical difficulties).
X = X.round(eps=0)
numDims = X.d
coresX = tt.tensor.to_list(X)
if left_to_right:
# Left to right orthogonalization of the X cores.
for dim in xrange(0, numDims-1):
coresX = cores_orthogonalization_step(
coresX, dim, left_to_right=left_to_right)
last_core = coresX[numDims-1]
r1, n, r2 = last_core.shape
last_core, rr = np.linalg.qr(reshape(last_core, (-1, r2)))
coresX[numDims-1] = reshape(last_core, (r1, n, -1))
else:
# Right to left orthogonalization of X cores
for dim in xrange(numDims-1, 0, -1):
coresX = cores_orthogonalization_step(
coresX, dim, left_to_right=left_to_right)
last_core = coresX[0]
r1, n, r2 = last_core.shape
last_core, rr = np.linalg.qr(
np.transpose(reshape(last_core, (r1, -1)))
)
coresX[0] = reshape(
np.transpose(last_core),
(-1, n, r2))
rr = np.transpose(rr)
return tt.tensor.from_list(coresX), rr | [
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for left/right orthogonalization
:return: X_orth, R - orthogonal tensor and right (left)
upper (lower) triangular matrix
>>> import tt, numpy as np
>>> x = tt.rand(np.array([2, 3, 4, 5]), d=4)
>>> x_q, r = tt_qr(x, left_to_right=True)
>>> np.allclose((rm[0][0]*x_q).norm(), x.norm())
True
>>> x_u, l = tt_qr(x, left_to_right=False)
>>> np.allclose((l[0][0]*x_u).norm(), x.norm())
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"/"... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/riemannian/riemannian.py#L435-L483 | train | This function computes the orthogonalized matrix of a TT tensor X and returns X_orth R - orthogonal tensor and right ( lower triangular matrix of the TT tensor X. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + '\x32' + chr(1694 - 1646), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(7775 - 7664) + chr(0b0 + 0o63), 10186 - 10178), nzTpIcepk0o8(chr(1026 - 978) + chr(0b1101111) + chr(0b101000 + 0o12) + chr(2160 - 2111) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b1101111) + chr(1033 - 982) + '\060' + '\066', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + '\065' + chr(0b101101 + 0o3), 28936 - 28928), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + chr(2659 - 2605) + chr(51), 1772 - 1764), nzTpIcepk0o8('\x30' + '\157' + chr(49) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(495 - 446) + chr(2067 - 2018) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(2279 - 2230), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(2470 - 2419) + chr(0b1001 + 0o52), 62957 - 62949), nzTpIcepk0o8(chr(48) + chr(7421 - 7310) + chr(51) + '\060' + chr(899 - 850), 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b1101101 + 0o2) + chr(0b110011) + chr(0b110110) + chr(0b110100 + 0o1), 0o10), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(7871 - 7760) + chr(336 - 285) + chr(0b110100) + chr(1301 - 1253), ord("\x08")), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + '\x32' + chr(0b110010) + chr(373 - 320), ord("\x08")), nzTpIcepk0o8(chr(1692 - 1644) + chr(0b101100 + 0o103) + chr(0b11001 + 0o32) + chr(48), 0o10), nzTpIcepk0o8(chr(1945 - 1897) + chr(111) + chr(0b1111 + 0o43) + chr(0b110001) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(5951 - 5840) + chr(0b110011) + chr(2960 - 2905) + '\067', 0o10), nzTpIcepk0o8('\060' + chr(0b1000 + 0o147) + chr(2583 - 2532) + chr(0b1 + 0o63) + '\x37', 0o10), nzTpIcepk0o8(chr(770 - 722) + chr(0b110011 + 0o74) + '\x32' + '\066' + '\x35', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\x31' + '\060' + '\062', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(2033 - 1984) + '\062' + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(0b100101 + 0o21) + '\066', 56357 - 56349), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(1124 - 1074) + '\x30', 0o10), nzTpIcepk0o8(chr(662 - 614) + chr(111) + '\x32' + '\x35', 0b1000), nzTpIcepk0o8(chr(2224 - 2176) + '\157' + chr(0b100101 + 0o16) + chr(54) + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(84 - 34) + chr(0b110111) + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + chr(289 - 236) + '\065', 0o10), nzTpIcepk0o8(chr(818 - 770) + '\157' + '\061' + '\x37', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(949 - 896) + chr(0b110 + 0o60), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + '\063' + chr(52) + chr(55), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\064' + chr(0b10 + 0o64), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + chr(55) + chr(441 - 387), 50217 - 50209), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100100 + 0o15) + '\x32' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\x6f' + chr(900 - 849) + chr(54) + '\061', 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(993 - 944) + '\060' + '\x31', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(52) + chr(0b1100 + 0o51), 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(4158 - 4047) + '\x32' + '\x31' + chr(48), 8), nzTpIcepk0o8(chr(1191 - 1143) + chr(3408 - 3297) + chr(0b110001) + chr(0b10101 + 0o33) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(4084 - 3973) + '\x32' + chr(0b100011 + 0o20) + '\x34', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(111) + '\065' + chr(48), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'>'), '\144' + chr(0b1100100 + 0o1) + '\x63' + chr(8766 - 8655) + chr(0b1100100) + chr(101))(chr(117) + '\x74' + '\x66' + chr(45) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def hpzjCy_leltk(mxhyDqTAMpMC, sAvnua92IwkD=nzTpIcepk0o8(chr(48) + chr(111) + '\061', 0b1000)):
mxhyDqTAMpMC = mxhyDqTAMpMC.round(eps=nzTpIcepk0o8('\x30' + '\157' + chr(2244 - 2196), 40577 - 40569))
aP7isSR8lT3N = mxhyDqTAMpMC.vPPlOXQgR3SM
nD_HSpE91cSd = RuxMtHuKbM7x.tensor.to_list(mxhyDqTAMpMC)
if sAvnua92IwkD:
for L5CH4CVaTec6 in zBiXJ6gPq38D(nzTpIcepk0o8('\x30' + chr(0b1010000 + 0o37) + '\060', 8), aP7isSR8lT3N - nzTpIcepk0o8(chr(591 - 543) + chr(0b11110 + 0o121) + '\x31', 8)):
nD_HSpE91cSd = Qox23oEgNIpU(nD_HSpE91cSd, L5CH4CVaTec6, left_to_right=sAvnua92IwkD)
zEFAt8MuBqzy = nD_HSpE91cSd[aP7isSR8lT3N - nzTpIcepk0o8('\x30' + chr(7216 - 7105) + chr(0b110001), 8)]
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = zEFAt8MuBqzy.lhbM092AFW8f
(zEFAt8MuBqzy, ubbTlOIe_i_x) = nDF4gVNx0u9Q.linalg.qr(OM076lzCYnVV(zEFAt8MuBqzy, (-nzTpIcepk0o8(chr(48) + '\157' + chr(0b1 + 0o60), 8), x6O2NVJZX7i_)))
nD_HSpE91cSd[aP7isSR8lT3N - nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8)] = OM076lzCYnVV(zEFAt8MuBqzy, (ci4QsYUbQCyU, NoZxuO7wjArS, -nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061', 8)))
else:
for L5CH4CVaTec6 in zBiXJ6gPq38D(aP7isSR8lT3N - nzTpIcepk0o8('\060' + chr(0b10111 + 0o130) + chr(920 - 871), 8), nzTpIcepk0o8(chr(0b110000) + chr(994 - 883) + chr(0b110000), 8), -nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)):
nD_HSpE91cSd = Qox23oEgNIpU(nD_HSpE91cSd, L5CH4CVaTec6, left_to_right=sAvnua92IwkD)
zEFAt8MuBqzy = nD_HSpE91cSd[nzTpIcepk0o8('\x30' + '\157' + '\x30', 8)]
(ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_) = zEFAt8MuBqzy.lhbM092AFW8f
(zEFAt8MuBqzy, ubbTlOIe_i_x) = nDF4gVNx0u9Q.linalg.qr(nDF4gVNx0u9Q.transpose(OM076lzCYnVV(zEFAt8MuBqzy, (ci4QsYUbQCyU, -nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10001 + 0o40), 8)))))
nD_HSpE91cSd[nzTpIcepk0o8(chr(0b111 + 0o51) + chr(6784 - 6673) + chr(48), 8)] = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(zEFAt8MuBqzy), (-nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8), NoZxuO7wjArS, x6O2NVJZX7i_))
ubbTlOIe_i_x = nDF4gVNx0u9Q.transpose(ubbTlOIe_i_x)
return (roI3spqORKae(RuxMtHuKbM7x.tensor, roI3spqORKae(ES5oEprVxulp(b'vq\xe7\xab\xb7\xdfc>e'), chr(0b11 + 0o141) + chr(101) + '\x63' + '\157' + chr(0b101100 + 0o70) + '\x65')('\165' + chr(2075 - 1959) + chr(0b1100110) + '\055' + '\070'))(nD_HSpE91cSd), ubbTlOIe_i_x) |
oseledets/ttpy | tt/core/utils.py | ind2sub | def ind2sub(siz, idx):
'''
Translates full-format index into tt.vector one's.
----------
Parameters:
siz - tt.vector modes
idx - full-vector index
Note: not vectorized.
'''
n = len(siz)
subs = _np.empty((n))
k = _np.cumprod(siz[:-1])
k = _np.concatenate((_np.ones(1), k))
for i in xrange(n - 1, -1, -1):
subs[i] = _np.floor(idx / k[i])
idx = idx % k[i]
return subs.astype(_np.int32) | python | def ind2sub(siz, idx):
'''
Translates full-format index into tt.vector one's.
----------
Parameters:
siz - tt.vector modes
idx - full-vector index
Note: not vectorized.
'''
n = len(siz)
subs = _np.empty((n))
k = _np.cumprod(siz[:-1])
k = _np.concatenate((_np.ones(1), k))
for i in xrange(n - 1, -1, -1):
subs[i] = _np.floor(idx / k[i])
idx = idx % k[i]
return subs.astype(_np.int32) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/utils.py#L9-L25 | train | Translate full - format index into tt. vector one s. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b111001 + 0o66) + '\061' + chr(0b110011) + chr(524 - 471), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1336 - 1285) + chr(0b110001) + chr(0b10101 + 0o37), 0b1000), nzTpIcepk0o8(chr(812 - 764) + chr(0b1101111) + chr(0b110010) + chr(1668 - 1617) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(1788 - 1740) + chr(0b10100 + 0o133) + '\x33' + chr(0b100001 + 0o25) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(1222 - 1173) + chr(0b11110 + 0o30) + chr(0b100101 + 0o16), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x34' + chr(50), ord("\x08")), nzTpIcepk0o8(chr(1147 - 1099) + chr(0b10010 + 0o135) + chr(0b10 + 0o57) + chr(52) + '\x33', 37045 - 37037), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + chr(1741 - 1690) + chr(49), 23563 - 23555), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(0b1101111) + '\063' + '\x34' + '\067', 23049 - 23041), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(2206 - 2157) + chr(0b110110) + '\066', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11010 + 0o34) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b10110 + 0o33) + '\063' + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + chr(0b110010) + chr(427 - 377), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50 - 1) + chr(48) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b10011 + 0o36) + chr(48) + '\x32', 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110 + 0o53) + chr(0b110111) + chr(0b110111), 22626 - 22618), nzTpIcepk0o8(chr(0b100 + 0o54) + '\157' + chr(0b110011) + chr(2462 - 2410), 63497 - 63489), nzTpIcepk0o8('\060' + chr(111) + '\062' + '\065', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + chr(1049 - 998) + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11111 + 0o24) + chr(2598 - 2547) + chr(0b11 + 0o62), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(1939 - 1889) + '\066', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\062' + '\060' + '\x35', 0b1000), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b111001 + 0o66) + chr(773 - 725), 32548 - 32540), nzTpIcepk0o8(chr(1085 - 1037) + chr(111) + chr(49) + '\065' + chr(48), 0o10), nzTpIcepk0o8(chr(654 - 606) + '\x6f' + chr(0b1001 + 0o51) + chr(0b101011 + 0o6) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(2284 - 2173) + chr(179 - 129) + chr(55) + chr(0b110011), 30622 - 30614), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + '\060' + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(724 - 676) + '\157' + chr(0b1 + 0o62) + chr(1472 - 1422) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(341 - 293) + chr(52), 27974 - 27966), nzTpIcepk0o8(chr(0b110000) + chr(0b1011111 + 0o20) + '\061' + '\x36' + chr(0b110110), 8), nzTpIcepk0o8('\060' + chr(111) + chr(50) + chr(1091 - 1037) + chr(955 - 905), 0b1000), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + chr(0b101001 + 0o11) + chr(48) + chr(0b111 + 0o51), ord("\x08")), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\157' + '\x33' + chr(0b100001 + 0o17) + chr(0b1 + 0o64), 49757 - 49749), nzTpIcepk0o8(chr(1111 - 1063) + '\157' + chr(551 - 500) + '\063' + chr(0b10100 + 0o35), 8), nzTpIcepk0o8(chr(363 - 315) + chr(111) + chr(51) + chr(53) + chr(1769 - 1715), 17921 - 17913), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49) + chr(0b10010 + 0o43), 7739 - 7731), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110110) + '\x32', 8), nzTpIcepk0o8(chr(1494 - 1446) + '\x6f' + chr(0b10110 + 0o34) + '\062', 0o10), nzTpIcepk0o8('\060' + chr(4518 - 4407) + chr(51) + '\x36' + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1001011 + 0o44) + '\x33' + chr(0b101110 + 0o4) + '\x32', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b11010 + 0o125) + chr(0b110101) + chr(48), 48222 - 48214)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b's'), chr(0b1100100) + chr(0b11001 + 0o114) + '\x63' + '\x6f' + chr(3409 - 3309) + '\x65')(chr(0b101101 + 0o110) + chr(6747 - 6631) + chr(1167 - 1065) + chr(0b0 + 0o55) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def aau20bqerIIt(Oee2U5yXJ5MA, At3kbMoXzzmV):
NoZxuO7wjArS = ftfygxgFas5X(Oee2U5yXJ5MA)
DKPvoVFc2bB7 = uooDotmTYEgP.EEl0Pry8vzTp(NoZxuO7wjArS)
B6UAF1zReOyJ = uooDotmTYEgP.cumprod(Oee2U5yXJ5MA[:-nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + '\x31', 0b1000)])
B6UAF1zReOyJ = uooDotmTYEgP.concatenate((uooDotmTYEgP.rYPkZ8_2D0X1(nzTpIcepk0o8(chr(1581 - 1533) + chr(8739 - 8628) + chr(0b110001), 8)), B6UAF1zReOyJ))
for ZlbFMSG8gCoF in zBiXJ6gPq38D(NoZxuO7wjArS - nzTpIcepk0o8(chr(48) + chr(6369 - 6258) + chr(0b101110 + 0o3), 8), -nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1101111) + '\x31', 8), -nzTpIcepk0o8(chr(48) + chr(0b110101 + 0o72) + '\061', 8)):
DKPvoVFc2bB7[ZlbFMSG8gCoF] = uooDotmTYEgP.floor(At3kbMoXzzmV / B6UAF1zReOyJ[ZlbFMSG8gCoF])
At3kbMoXzzmV = At3kbMoXzzmV % B6UAF1zReOyJ[ZlbFMSG8gCoF]
return roI3spqORKae(DKPvoVFc2bB7, roI3spqORKae(ES5oEprVxulp(b'%\xbd\xdf\xb6\x1bR\x00\x9b\x8c\x05A;'), '\144' + '\145' + chr(7077 - 6978) + chr(0b1101111) + chr(0b11011 + 0o111) + chr(1621 - 1520))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\055' + '\x38'))(roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'4\xa2\xea\xc6A'), chr(5257 - 5157) + chr(0b111111 + 0o46) + chr(0b1100000 + 0o3) + chr(1707 - 1596) + chr(0b101110 + 0o66) + chr(101))('\x75' + chr(0b0 + 0o164) + chr(0b1100110) + chr(465 - 420) + '\x38'))) |
oseledets/ttpy | tt/core/utils.py | gcd | def gcd(a, b):
'''Greatest common divider'''
f = _np.frompyfunc(_fractions.gcd, 2, 1)
return f(a, b) | python | def gcd(a, b):
'''Greatest common divider'''
f = _np.frompyfunc(_fractions.gcd, 2, 1)
return f(a, b) | [
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"divider"
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/utils.py#L27-L30 | train | Greatest common divider | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(52) + chr(0b110100), 59460 - 59452), nzTpIcepk0o8('\060' + chr(0b1101101 + 0o2) + '\063' + chr(0b100111 + 0o20) + chr(51), 53606 - 53598), nzTpIcepk0o8(chr(1632 - 1584) + chr(3372 - 3261) + '\x32' + chr(0b110110) + chr(0b11001 + 0o35), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(198 - 147) + chr(0b10101 + 0o36) + chr(2294 - 2243), 17457 - 17449), nzTpIcepk0o8(chr(1758 - 1710) + chr(10715 - 10604) + chr(1533 - 1482) + chr(0b101100 + 0o11) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100011 + 0o17) + '\067' + chr(0b0 + 0o67), 0o10), nzTpIcepk0o8(chr(48) + chr(706 - 595) + chr(0b110001) + '\x33' + '\063', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + '\x35' + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + '\063' + chr(51), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110000) + '\067', 38147 - 38139), nzTpIcepk0o8(chr(2180 - 2132) + chr(7787 - 7676) + chr(1478 - 1427) + chr(55) + '\062', 48007 - 47999), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + '\x37' + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(389 - 340) + chr(803 - 755) + chr(1598 - 1545), 163 - 155), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(52) + '\x30', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x32' + chr(0b110110) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(389 - 341) + chr(111) + '\x31' + '\x33' + chr(0b110011), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11101 + 0o24) + '\x32' + chr(52), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2001 - 1952) + chr(49) + '\x32', 0o10), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1101110 + 0o1) + '\063' + chr(0b101110 + 0o2), 0b1000), nzTpIcepk0o8(chr(2183 - 2135) + chr(6421 - 6310) + '\x32' + chr(0b1010 + 0o50) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b1011 + 0o50) + chr(0b110111) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b100010 + 0o115) + chr(230 - 181) + chr(1020 - 965) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + '\061' + chr(52) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(2178 - 2130) + chr(0b1010100 + 0o33) + chr(307 - 257) + chr(1193 - 1142) + '\066', 37770 - 37762), nzTpIcepk0o8('\060' + chr(111) + '\x37' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b110 + 0o151) + chr(0b110010) + chr(0b110000) + chr(2072 - 2024), 36658 - 36650), nzTpIcepk0o8('\060' + chr(8121 - 8010) + chr(0b100 + 0o55) + '\061' + '\x32', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(0b1011 + 0o47) + chr(1637 - 1586), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10100 + 0o36) + chr(0b110000) + '\063', 39942 - 39934), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(828 - 777) + '\061', 0o10), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(111) + chr(0b101001 + 0o12) + '\065' + '\065', 25198 - 25190), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(0b101111 + 0o7) + chr(1115 - 1065), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110111) + chr(54), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(55) + '\x36', 0o10), nzTpIcepk0o8('\x30' + chr(10431 - 10320) + chr(1031 - 980) + chr(0b10001 + 0o45) + '\065', 0o10), nzTpIcepk0o8('\060' + chr(2685 - 2574) + chr(0b110111) + '\x37', 8), nzTpIcepk0o8('\x30' + chr(0b0 + 0o157) + chr(1248 - 1197) + '\x37' + chr(0b110100), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x37' + chr(2361 - 2311), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110111) + '\x30', 53792 - 53784), nzTpIcepk0o8(chr(2104 - 2056) + chr(111) + chr(720 - 671) + chr(0b110001), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(2717 - 2606) + '\x35' + chr(48), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xca'), chr(100) + '\145' + '\x63' + '\157' + chr(0b1100100) + chr(0b11000 + 0o115))(chr(117) + '\164' + '\x66' + chr(1120 - 1075) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def RRqrUCgEOQ9k(AQ9ceR9AaoT1, xFDEVQn5qSdh):
_R8IKF5IwAfX = uooDotmTYEgP.frompyfunc(qvT2O0_rTY63.gcd, nzTpIcepk0o8('\x30' + chr(11576 - 11465) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2323 - 2274), 0o10))
return _R8IKF5IwAfX(AQ9ceR9AaoT1, xFDEVQn5qSdh) |
oseledets/ttpy | tt/ksl/ksl.py | ksl | def ksl(A, y0, tau, verb=1, scheme='symm', space=8, rmax=2000, use_normest=1):
""" Dynamical tensor-train approximation based on projector splitting
This function performs one step of dynamical tensor-train approximation
for the equation
.. math ::
\\frac{dy}{dt} = A y, \\quad y(0) = y_0
and outputs approximation for :math:`y(\\tau)`
:References:
1. Christian Lubich, Ivan Oseledets, and Bart Vandereycken.
Time integration of tensor trains. arXiv preprint 1407.2042, 2014.
http://arxiv.org/abs/1407.2042
2. Christian Lubich and Ivan V. Oseledets. A projector-splitting integrator
for dynamical low-rank approximation. BIT, 54(1):171-188, 2014.
http://dx.doi.org/10.1007/s10543-013-0454-0
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial condition in the TT-format,
:type y0: tensor
:param tau: Timestep
:type tau: float
:param scheme: The integration scheme, possible values: 'symm' -- second order, 'first' -- first order
:type scheme: str
:param space: Maximal dimension of the Krylov space for the local EXPOKIT solver.
:type space: int
:param use_normest: Use matrix norm estimation instead of the true 1-norm in KSL procedure. 0 -use true norm, 1 - Higham norm estimator, 2 - fixed norm=1.0 (for testing purposes only)
:type use_normest: int, default: 1
:rtype: tensor
:Example:
>>> import tt
>>> import tt.ksl
>>> import numpy as np
>>> d = 8
>>> a = tt.qlaplace_dd([d, d, d])
>>> y0, ev = tt.eigb.eigb(a, tt.rand(2 , 24, 2), 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 1 eigenvalues with accuracy 1E-06
swp: 1 er = 1.1408 rmax:2
swp: 2 er = 190.01 rmax:2
swp: 3 er = 2.72582E-08 rmax:2
Total number of matvecs: 0
>>> y1 = tt.ksl.ksl(a, y0, 1e-2)
Solving a real-valued dynamical problem with tau=1E-02
>>> print tt.dot(y1, y0) / (y1.norm() * y0.norm()) - 1 #Eigenvectors should not change
0.0
"""
y0 = y0.round(1e-14) # This will fix ranks
# to be no more than maximal reasonable.
# Fortran part doesn't handle excessive ranks
ry = y0.r.copy()
if scheme is 'symm':
tp = 2
else:
tp = 1
usenrm = int(use_normest)
# Check for dtype
y = tt.vector()
if np.iscomplex(A.tt.core).any() or np.iscomplex(y0.core).any():
dyn_tt.dyn_tt.ztt_ksl(
y0.d,
A.n,
A.m,
A.tt.r,
A.tt.core + 0j,
y0.core + 0j,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space,
usenrm
)
y.core = dyn_tt.dyn_tt.zresult_core.copy()
else:
A.tt.core = np.real(A.tt.core)
y0.core = np.real(y0.core)
dyn_tt.dyn_tt.tt_ksl(
y0.d,
A.n,
A.m,
A.tt.r,
A.tt.core,
y0.core,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space,
usenrm
)
y.core = dyn_tt.dyn_tt.dresult_core.copy()
dyn_tt.dyn_tt.deallocate_result()
y.d = y0.d
y.n = A.n.copy()
y.r = ry
y.get_ps()
return y | python | def ksl(A, y0, tau, verb=1, scheme='symm', space=8, rmax=2000, use_normest=1):
""" Dynamical tensor-train approximation based on projector splitting
This function performs one step of dynamical tensor-train approximation
for the equation
.. math ::
\\frac{dy}{dt} = A y, \\quad y(0) = y_0
and outputs approximation for :math:`y(\\tau)`
:References:
1. Christian Lubich, Ivan Oseledets, and Bart Vandereycken.
Time integration of tensor trains. arXiv preprint 1407.2042, 2014.
http://arxiv.org/abs/1407.2042
2. Christian Lubich and Ivan V. Oseledets. A projector-splitting integrator
for dynamical low-rank approximation. BIT, 54(1):171-188, 2014.
http://dx.doi.org/10.1007/s10543-013-0454-0
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial condition in the TT-format,
:type y0: tensor
:param tau: Timestep
:type tau: float
:param scheme: The integration scheme, possible values: 'symm' -- second order, 'first' -- first order
:type scheme: str
:param space: Maximal dimension of the Krylov space for the local EXPOKIT solver.
:type space: int
:param use_normest: Use matrix norm estimation instead of the true 1-norm in KSL procedure. 0 -use true norm, 1 - Higham norm estimator, 2 - fixed norm=1.0 (for testing purposes only)
:type use_normest: int, default: 1
:rtype: tensor
:Example:
>>> import tt
>>> import tt.ksl
>>> import numpy as np
>>> d = 8
>>> a = tt.qlaplace_dd([d, d, d])
>>> y0, ev = tt.eigb.eigb(a, tt.rand(2 , 24, 2), 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 1 eigenvalues with accuracy 1E-06
swp: 1 er = 1.1408 rmax:2
swp: 2 er = 190.01 rmax:2
swp: 3 er = 2.72582E-08 rmax:2
Total number of matvecs: 0
>>> y1 = tt.ksl.ksl(a, y0, 1e-2)
Solving a real-valued dynamical problem with tau=1E-02
>>> print tt.dot(y1, y0) / (y1.norm() * y0.norm()) - 1 #Eigenvectors should not change
0.0
"""
y0 = y0.round(1e-14) # This will fix ranks
# to be no more than maximal reasonable.
# Fortran part doesn't handle excessive ranks
ry = y0.r.copy()
if scheme is 'symm':
tp = 2
else:
tp = 1
usenrm = int(use_normest)
# Check for dtype
y = tt.vector()
if np.iscomplex(A.tt.core).any() or np.iscomplex(y0.core).any():
dyn_tt.dyn_tt.ztt_ksl(
y0.d,
A.n,
A.m,
A.tt.r,
A.tt.core + 0j,
y0.core + 0j,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space,
usenrm
)
y.core = dyn_tt.dyn_tt.zresult_core.copy()
else:
A.tt.core = np.real(A.tt.core)
y0.core = np.real(y0.core)
dyn_tt.dyn_tt.tt_ksl(
y0.d,
A.n,
A.m,
A.tt.r,
A.tt.core,
y0.core,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space,
usenrm
)
y.core = dyn_tt.dyn_tt.dresult_core.copy()
dyn_tt.dyn_tt.deallocate_result()
y.d = y0.d
y.n = A.n.copy()
y.r = ry
y.get_ps()
return y | [
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... | Dynamical tensor-train approximation based on projector splitting
This function performs one step of dynamical tensor-train approximation
for the equation
.. math ::
\\frac{dy}{dt} = A y, \\quad y(0) = y_0
and outputs approximation for :math:`y(\\tau)`
:References:
1. Christian Lubich, Ivan Oseledets, and Bart Vandereycken.
Time integration of tensor trains. arXiv preprint 1407.2042, 2014.
http://arxiv.org/abs/1407.2042
2. Christian Lubich and Ivan V. Oseledets. A projector-splitting integrator
for dynamical low-rank approximation. BIT, 54(1):171-188, 2014.
http://dx.doi.org/10.1007/s10543-013-0454-0
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial condition in the TT-format,
:type y0: tensor
:param tau: Timestep
:type tau: float
:param scheme: The integration scheme, possible values: 'symm' -- second order, 'first' -- first order
:type scheme: str
:param space: Maximal dimension of the Krylov space for the local EXPOKIT solver.
:type space: int
:param use_normest: Use matrix norm estimation instead of the true 1-norm in KSL procedure. 0 -use true norm, 1 - Higham norm estimator, 2 - fixed norm=1.0 (for testing purposes only)
:type use_normest: int, default: 1
:rtype: tensor
:Example:
>>> import tt
>>> import tt.ksl
>>> import numpy as np
>>> d = 8
>>> a = tt.qlaplace_dd([d, d, d])
>>> y0, ev = tt.eigb.eigb(a, tt.rand(2 , 24, 2), 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 1 eigenvalues with accuracy 1E-06
swp: 1 er = 1.1408 rmax:2
swp: 2 er = 190.01 rmax:2
swp: 3 er = 2.72582E-08 rmax:2
Total number of matvecs: 0
>>> y1 = tt.ksl.ksl(a, y0, 1e-2)
Solving a real-valued dynamical problem with tau=1E-02
>>> print tt.dot(y1, y0) / (y1.norm() * y0.norm()) - 1 #Eigenvectors should not change
0.0 | [
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"equation"
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/ksl/ksl.py#L7-L123 | train | This function performs one step of dynamical tensor - train approximation based on projector splitting integrator
. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\157' + chr(131 - 81) + '\062' + chr(55), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(6959 - 6848) + chr(51) + '\060' + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100001 + 0o22) + '\065', 0o10), nzTpIcepk0o8(chr(48) + chr(0b110011 + 0o74) + '\x32' + chr(48) + chr(53), 21383 - 21375), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1011 + 0o50) + chr(511 - 459) + chr(1872 - 1824), 0o10), nzTpIcepk0o8(chr(48) + chr(2727 - 2616) + chr(926 - 876) + chr(1795 - 1741) + chr(2162 - 2107), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\062' + '\x37' + chr(1162 - 1113), 38074 - 38066), nzTpIcepk0o8(chr(1366 - 1318) + '\157' + '\x31' + chr(54) + chr(990 - 941), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(2242 - 2192) + chr(893 - 844), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1000000 + 0o57) + chr(0b101000 + 0o14) + '\067', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + '\061' + chr(49), 31302 - 31294), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b100010 + 0o21) + '\063' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(111) + chr(54) + chr(0b110 + 0o54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + chr(0b10011 + 0o37) + chr(2469 - 2415), 0b1000), nzTpIcepk0o8(chr(2083 - 2035) + chr(0b1101111) + chr(49) + chr(0b101001 + 0o11) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(657 - 606) + '\x31', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(0b100110 + 0o21) + '\x35', 13149 - 13141), nzTpIcepk0o8('\x30' + chr(2018 - 1907) + chr(1187 - 1134) + chr(0b11010 + 0o30), 42145 - 42137), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + chr(0b110111) + chr(50), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10111 + 0o130) + chr(892 - 839) + chr(0b11101 + 0o24), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + chr(731 - 681) + chr(0b101001 + 0o7) + chr(0b11000 + 0o37), 0b1000), nzTpIcepk0o8('\060' + chr(0b100100 + 0o113) + chr(50) + '\x30' + chr(0b110001), 0o10), nzTpIcepk0o8('\x30' + chr(0b101 + 0o152) + '\061' + '\x32' + chr(2126 - 2073), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(6543 - 6432) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b10010 + 0o135) + '\062' + chr(286 - 233) + chr(52), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + '\x37' + chr(50), ord("\x08")), nzTpIcepk0o8(chr(711 - 663) + '\157' + '\x33' + chr(50) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10110 + 0o33) + '\x34' + chr(0b110011), 6124 - 6116), nzTpIcepk0o8('\060' + chr(4331 - 4220) + '\x35' + '\x36', 0b1000), nzTpIcepk0o8(chr(1535 - 1487) + chr(5828 - 5717) + chr(477 - 426) + '\063' + chr(1359 - 1310), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(1771 - 1721) + chr(0b110000) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1008 - 959) + '\065' + chr(0b110001), 0o10), nzTpIcepk0o8(chr(1481 - 1433) + chr(0b1011011 + 0o24) + chr(50) + chr(847 - 793) + '\x37', 8), nzTpIcepk0o8(chr(2118 - 2070) + chr(11000 - 10889) + chr(0b110011 + 0o0) + chr(49) + chr(1264 - 1214), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + chr(1701 - 1653) + '\x31', 8), nzTpIcepk0o8(chr(2111 - 2063) + chr(0b1101111) + chr(1316 - 1267) + '\061' + '\x36', 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(2527 - 2476) + chr(0b110100) + chr(53), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + chr(53) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(2342 - 2231) + chr(960 - 911) + '\x32' + '\064', 0b1000), nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + '\061' + '\x33' + '\066', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b1101111) + chr(53) + chr(48), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xb9'), chr(0b100011 + 0o101) + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + '\x65')('\x75' + chr(6790 - 6674) + chr(0b1001111 + 0o27) + chr(0b101101) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def W6_Dac8eKNOu(MbjAvyP4Qyak, _TQBZ9osXv1N, OzjfUPwYt9n6, zyG6yE_SkDAn=nzTpIcepk0o8('\060' + '\x6f' + '\061', 8), otwfNxezSivc=roI3spqORKae(ES5oEprVxulp(b'\xe4\xb8p\xe8'), chr(0b10 + 0o142) + chr(0b111110 + 0o47) + chr(6619 - 6520) + '\157' + '\144' + chr(0b1010111 + 0o16))('\x75' + chr(116) + chr(0b111011 + 0o53) + '\055' + '\070'), h8wRYpbCd0fO=nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b100101 + 0o14) + chr(783 - 735), ord("\x08")), EKpVm60OBj4p=nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\x37' + chr(0b10010 + 0o40) + '\x30', ord("\x08")), OO7aQzTPaGOV=nzTpIcepk0o8('\060' + chr(1893 - 1782) + '\061', 8)):
_TQBZ9osXv1N = _TQBZ9osXv1N.round(1e-14)
Ai70nitccd_p = _TQBZ9osXv1N.r.copy()
if otwfNxezSivc is roI3spqORKae(ES5oEprVxulp(b'\xe4\xb8p\xe8'), '\x64' + '\x65' + chr(1409 - 1310) + chr(9417 - 9306) + chr(0b1100100) + '\x65')(chr(117) + chr(1038 - 922) + chr(102) + '\x2d' + chr(0b111000)):
Nkeb1ULz0ycu = nzTpIcepk0o8(chr(1151 - 1103) + chr(111) + '\x32', 0b1000)
else:
Nkeb1ULz0ycu = nzTpIcepk0o8(chr(2276 - 2228) + '\157' + chr(0b110 + 0o53), 8)
nBKOZOscdppF = nzTpIcepk0o8(OO7aQzTPaGOV)
Fi3yzxctM1zW = RuxMtHuKbM7x.vector()
if roI3spqORKae(nDF4gVNx0u9Q.iscomplex(MbjAvyP4Qyak.tt.core), roI3spqORKae(ES5oEprVxulp(b'\xc1\x87)\xf5\xab\xf8\xf6\x13eK\xd9\xb9'), '\144' + '\145' + chr(99) + chr(7958 - 7847) + chr(100) + chr(0b100001 + 0o104))(chr(0b1000100 + 0o61) + '\164' + chr(102) + chr(45) + chr(0b100000 + 0o30)))() or roI3spqORKae(nDF4gVNx0u9Q.iscomplex(_TQBZ9osXv1N.core), roI3spqORKae(ES5oEprVxulp(b'\xc1\x87)\xf5\xab\xf8\xf6\x13eK\xd9\xb9'), '\x64' + chr(6500 - 6399) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')('\165' + chr(116) + chr(102) + chr(0b101101) + chr(0b111000 + 0o0)))():
roI3spqORKae(xFRk_M5gyQGz.dyn_tt, roI3spqORKae(ES5oEprVxulp(b'\xed\xb5i\xda\x8b\xc4\xd5'), '\x64' + '\x65' + '\143' + '\157' + chr(0b111011 + 0o51) + chr(7778 - 7677))('\165' + '\164' + '\x66' + chr(0b100110 + 0o7) + chr(0b111000)))(roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xe1\x91M\xe9\xaf\xef\xe8\x16C\x14\xda\x97'), '\144' + chr(101) + chr(0b1010001 + 0o22) + '\x6f' + chr(100) + chr(0b1001010 + 0o33))(chr(0b1000010 + 0o63) + '\164' + chr(102) + '\055' + chr(0b111000))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xd9\xaeG\xfd\x95\xf8\x8e\x06{f\xfb\x89'), '\144' + chr(0b100011 + 0o102) + chr(99) + '\x6f' + '\x64' + chr(0b111110 + 0o47))('\165' + chr(0b1101101 + 0o7) + chr(1850 - 1748) + '\x2d' + chr(0b111000))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xe3\x87*\xb0\x8e\xc6\xd6?Ti\xcf\x96'), chr(2794 - 2694) + chr(0b1100101) + chr(0b1100011) + '\157' + '\144' + '\x65')(chr(117) + chr(116) + chr(1560 - 1458) + '\x2d' + chr(0b111 + 0o61))), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'\xdb\x82o\xf2\x87\x80\xd5\x12sJ\xdc\xe3'), chr(0b11111 + 0o105) + '\145' + chr(0b1100011) + chr(111) + chr(100) + chr(0b1010100 + 0o21))(chr(10861 - 10744) + chr(11538 - 11422) + '\146' + chr(507 - 462) + chr(0b10100 + 0o44))), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'\xf1\x8bN\xf2\xa2\xf8\xeb\x19tE\xfd\xa9'), chr(100) + chr(2862 - 2761) + chr(0b1000111 + 0o34) + chr(111) + '\144' + chr(101))('\x75' + '\164' + chr(102) + chr(0b1010 + 0o43) + chr(530 - 474))) + 0j, roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xf1\x8bN\xf2\xa2\xf8\xeb\x19tE\xfd\xa9'), '\144' + chr(101) + chr(0b1100011) + chr(12204 - 12093) + chr(0b110101 + 0o57) + chr(0b1100101))('\165' + chr(10995 - 10879) + '\x66' + '\x2d' + '\070')) + 0j, Ai70nitccd_p, OzjfUPwYt9n6, EKpVm60OBj4p, nzTpIcepk0o8(chr(48) + '\157' + chr(151 - 103), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(1970 - 1920), ord("\x08")), zyG6yE_SkDAn, Nkeb1ULz0ycu, h8wRYpbCd0fO, nBKOZOscdppF)
Fi3yzxctM1zW.fJSwBORhebts = xFRk_M5gyQGz.dyn_tt.zresult_core.copy()
else:
MbjAvyP4Qyak.tt.fJSwBORhebts = nDF4gVNx0u9Q.vNpScrKAMekT(MbjAvyP4Qyak.tt.fJSwBORhebts)
_TQBZ9osXv1N.fJSwBORhebts = nDF4gVNx0u9Q.vNpScrKAMekT(_TQBZ9osXv1N.fJSwBORhebts)
roI3spqORKae(xFRk_M5gyQGz.dyn_tt, roI3spqORKae(ES5oEprVxulp(b'\xe3\xb5B\xee\x93\xdb'), chr(100) + chr(1081 - 980) + chr(0b1100011) + chr(0b1010011 + 0o34) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(1075 - 973) + chr(0b1010 + 0o43) + '\070'))(roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xe1\x91M\xe9\xaf\xef\xe8\x16C\x14\xda\x97'), '\144' + chr(0b10010 + 0o123) + chr(0b101111 + 0o64) + '\x6f' + chr(0b1100100) + chr(0b1011110 + 0o7))('\x75' + '\x74' + chr(102) + '\x2d' + chr(0b111000))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xd9\xaeG\xfd\x95\xf8\x8e\x06{f\xfb\x89'), '\x64' + chr(101) + chr(0b111111 + 0o44) + chr(111) + chr(0b1001010 + 0o32) + '\x65')('\x75' + chr(116) + chr(7630 - 7528) + chr(45) + chr(0b111000))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xe3\x87*\xb0\x8e\xc6\xd6?Ti\xcf\x96'), chr(780 - 680) + '\x65' + chr(99) + chr(0b1010111 + 0o30) + '\x64' + chr(101))(chr(10686 - 10569) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(56))), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'\xdb\x82o\xf2\x87\x80\xd5\x12sJ\xdc\xe3'), chr(0b101101 + 0o67) + chr(101) + chr(4553 - 4454) + chr(111) + chr(1248 - 1148) + chr(101))(chr(660 - 543) + chr(116) + chr(8366 - 8264) + '\055' + chr(0b111000))), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'\xf1\x8bN\xf2\xa2\xf8\xeb\x19tE\xfd\xa9'), '\x64' + chr(0b101100 + 0o71) + chr(0b100000 + 0o103) + chr(0b1101111) + '\x64' + '\x65')('\165' + '\164' + chr(0b1100110) + '\x2d' + chr(0b111000))), roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xf1\x8bN\xf2\xa2\xf8\xeb\x19tE\xfd\xa9'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1011011 + 0o24) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(102) + chr(0b1111 + 0o36) + chr(0b111000))), Ai70nitccd_p, OzjfUPwYt9n6, EKpVm60OBj4p, nzTpIcepk0o8(chr(754 - 706) + chr(11387 - 11276) + '\x30', 8), nzTpIcepk0o8('\x30' + chr(10507 - 10396) + chr(2022 - 1973) + chr(0b110010), 8), zyG6yE_SkDAn, Nkeb1ULz0ycu, h8wRYpbCd0fO, nBKOZOscdppF)
Fi3yzxctM1zW.fJSwBORhebts = xFRk_M5gyQGz.dyn_tt.dresult_core.copy()
roI3spqORKae(xFRk_M5gyQGz.dyn_tt, roI3spqORKae(ES5oEprVxulp(b'\xf3\xa4|\xe9\x8c\xd8\xda\x10eB\xd6\xa8W%$\xb5\x89'), chr(0b1000011 + 0o41) + '\x65' + chr(0b1100011) + chr(8384 - 8273) + '\x64' + '\145')(chr(117) + chr(0b1110100) + chr(9769 - 9667) + '\055' + chr(0b111000)))()
Fi3yzxctM1zW.vPPlOXQgR3SM = _TQBZ9osXv1N.vPPlOXQgR3SM
Fi3yzxctM1zW.NoZxuO7wjArS = MbjAvyP4Qyak.n.copy()
Fi3yzxctM1zW.LCrwg7lcbmU9 = Ai70nitccd_p
roI3spqORKae(Fi3yzxctM1zW, roI3spqORKae(ES5oEprVxulp(b'\xf0\xa4i\xda\x90\xc4'), chr(100) + '\x65' + chr(0b1011110 + 0o5) + chr(0b1101111) + chr(1812 - 1712) + chr(0b111000 + 0o55))(chr(117) + '\164' + chr(7139 - 7037) + '\055' + chr(56)))()
return Fi3yzxctM1zW |
oseledets/ttpy | tt/ksl/ksl.py | diag_ksl | def diag_ksl(A, y0, tau, verb=1, scheme='symm', space=8, rmax=2000):
""" Dynamical tensor-train approximation based on projector splitting
This function performs one step of dynamical tensor-train approximation with diagonal matrix, i.e. it solves the equation
for the equation
.. math ::
\\frac{dy}{dt} = V y, \\quad y(0) = y_0
and outputs approximation for :math:`y(\\tau)`
:References:
1. Christian Lubich, Ivan Oseledets, and Bart Vandereycken.
Time integration of tensor trains. arXiv preprint 1407.2042, 2014.
http://arxiv.org/abs/1407.2042
2. Christian Lubich and Ivan V. Oseledets. A projector-splitting integrator
for dynamical low-rank approximation. BIT, 54(1):171-188, 2014.
http://dx.doi.org/10.1007/s10543-013-0454-0
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial condition in the TT-format,
:type y0: tensor
:param tau: Timestep
:type tau: float
:param scheme: The integration scheme, possible values: 'symm' -- second order, 'first' -- first order
:type scheme: str
:param space: Maximal dimension of the Krylov space for the local EXPOKIT solver.
:type space: int
:rtype: tensor
:Example:
>>> import tt
>>> import tt.ksl
>>> import numpy as np
>>> d = 8
>>> a = tt.qlaplace_dd([d, d, d])
>>> y0, ev = tt.eigb.eigb(a, tt.rand(2 , 24, 2), 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 1 eigenvalues with accuracy 1E-06
swp: 1 er = 1.1408 rmax:2
swp: 2 er = 190.01 rmax:2
swp: 3 er = 2.72582E-08 rmax:2
Total number of matvecs: 0
>>> y1 = tt.ksl.ksl(a, y0, 1e-2)
Solving a real-valued dynamical problem with tau=1E-02
>>> print tt.dot(y1, y0) / (y1.norm() * y0.norm()) - 1 #Eigenvectors should not change
0.0
"""
y0 = y0.round(1e-14) # This will fix ranks
# to be no more than maximal reasonable.
# Fortran part doesn't handle excessive ranks
ry = y0.r.copy()
if scheme is 'symm':
tp = 2
else:
tp = 1
# Check for dtype
y = tt.vector()
if np.iscomplex(A.core).any() or np.iscomplex(y0.core).any():
dyn_tt.dyn_diag_tt.ztt_diag_ksl(
y0.d,
A.n,
A.r,
A.core + 0j,
y0.core + 0j,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space)
y.core = dyn_tt.dyn_diag_tt.zresult_core.copy()
else:
A.core = np.real(A.core)
y0.core = np.real(y0.core)
dyn_tt.dyn_diag_tt.dtt_diag_ksl(
y0.d,
A.n,
A.r,
A.core,
y0.core,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space)
y.core = dyn_tt.dyn_diag_tt.dresult_core.copy()
dyn_tt.dyn_diag_tt.deallocate_result()
y.d = y0.d
y.n = A.n.copy()
y.r = ry
y.get_ps()
return y | python | def diag_ksl(A, y0, tau, verb=1, scheme='symm', space=8, rmax=2000):
""" Dynamical tensor-train approximation based on projector splitting
This function performs one step of dynamical tensor-train approximation with diagonal matrix, i.e. it solves the equation
for the equation
.. math ::
\\frac{dy}{dt} = V y, \\quad y(0) = y_0
and outputs approximation for :math:`y(\\tau)`
:References:
1. Christian Lubich, Ivan Oseledets, and Bart Vandereycken.
Time integration of tensor trains. arXiv preprint 1407.2042, 2014.
http://arxiv.org/abs/1407.2042
2. Christian Lubich and Ivan V. Oseledets. A projector-splitting integrator
for dynamical low-rank approximation. BIT, 54(1):171-188, 2014.
http://dx.doi.org/10.1007/s10543-013-0454-0
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial condition in the TT-format,
:type y0: tensor
:param tau: Timestep
:type tau: float
:param scheme: The integration scheme, possible values: 'symm' -- second order, 'first' -- first order
:type scheme: str
:param space: Maximal dimension of the Krylov space for the local EXPOKIT solver.
:type space: int
:rtype: tensor
:Example:
>>> import tt
>>> import tt.ksl
>>> import numpy as np
>>> d = 8
>>> a = tt.qlaplace_dd([d, d, d])
>>> y0, ev = tt.eigb.eigb(a, tt.rand(2 , 24, 2), 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 1 eigenvalues with accuracy 1E-06
swp: 1 er = 1.1408 rmax:2
swp: 2 er = 190.01 rmax:2
swp: 3 er = 2.72582E-08 rmax:2
Total number of matvecs: 0
>>> y1 = tt.ksl.ksl(a, y0, 1e-2)
Solving a real-valued dynamical problem with tau=1E-02
>>> print tt.dot(y1, y0) / (y1.norm() * y0.norm()) - 1 #Eigenvectors should not change
0.0
"""
y0 = y0.round(1e-14) # This will fix ranks
# to be no more than maximal reasonable.
# Fortran part doesn't handle excessive ranks
ry = y0.r.copy()
if scheme is 'symm':
tp = 2
else:
tp = 1
# Check for dtype
y = tt.vector()
if np.iscomplex(A.core).any() or np.iscomplex(y0.core).any():
dyn_tt.dyn_diag_tt.ztt_diag_ksl(
y0.d,
A.n,
A.r,
A.core + 0j,
y0.core + 0j,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space)
y.core = dyn_tt.dyn_diag_tt.zresult_core.copy()
else:
A.core = np.real(A.core)
y0.core = np.real(y0.core)
dyn_tt.dyn_diag_tt.dtt_diag_ksl(
y0.d,
A.n,
A.r,
A.core,
y0.core,
ry,
tau,
rmax,
0,
10,
verb,
tp,
space)
y.core = dyn_tt.dyn_diag_tt.dresult_core.copy()
dyn_tt.dyn_diag_tt.deallocate_result()
y.d = y0.d
y.n = A.n.copy()
y.r = ry
y.get_ps()
return y | [
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"# to ... | Dynamical tensor-train approximation based on projector splitting
This function performs one step of dynamical tensor-train approximation with diagonal matrix, i.e. it solves the equation
for the equation
.. math ::
\\frac{dy}{dt} = V y, \\quad y(0) = y_0
and outputs approximation for :math:`y(\\tau)`
:References:
1. Christian Lubich, Ivan Oseledets, and Bart Vandereycken.
Time integration of tensor trains. arXiv preprint 1407.2042, 2014.
http://arxiv.org/abs/1407.2042
2. Christian Lubich and Ivan V. Oseledets. A projector-splitting integrator
for dynamical low-rank approximation. BIT, 54(1):171-188, 2014.
http://dx.doi.org/10.1007/s10543-013-0454-0
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial condition in the TT-format,
:type y0: tensor
:param tau: Timestep
:type tau: float
:param scheme: The integration scheme, possible values: 'symm' -- second order, 'first' -- first order
:type scheme: str
:param space: Maximal dimension of the Krylov space for the local EXPOKIT solver.
:type space: int
:rtype: tensor
:Example:
>>> import tt
>>> import tt.ksl
>>> import numpy as np
>>> d = 8
>>> a = tt.qlaplace_dd([d, d, d])
>>> y0, ev = tt.eigb.eigb(a, tt.rand(2 , 24, 2), 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 1 eigenvalues with accuracy 1E-06
swp: 1 er = 1.1408 rmax:2
swp: 2 er = 190.01 rmax:2
swp: 3 er = 2.72582E-08 rmax:2
Total number of matvecs: 0
>>> y1 = tt.ksl.ksl(a, y0, 1e-2)
Solving a real-valued dynamical problem with tau=1E-02
>>> print tt.dot(y1, y0) / (y1.norm() * y0.norm()) - 1 #Eigenvectors should not change
0.0 | [
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ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101110 + 0o4) + chr(0b110101) + chr(0b100111 + 0o20), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x34' + chr(0b110000), 40509 - 40501), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b111 + 0o54) + '\064' + chr(1961 - 1912), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(2349 - 2299) + '\063' + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(51) + '\062', 16560 - 16552), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + chr(2146 - 2096) + chr(49), 48583 - 48575), nzTpIcepk0o8(chr(2304 - 2256) + chr(111) + '\x31' + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(824 - 773) + chr(0b1011 + 0o47) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + '\x32' + chr(52), 6982 - 6974), nzTpIcepk0o8('\x30' + '\157' + '\061' + chr(2288 - 2236) + '\061', 39189 - 39181), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\063' + chr(53), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(1277 - 1224), 60901 - 60893), nzTpIcepk0o8('\x30' + chr(0b1101001 + 0o6) + '\061' + chr(53) + '\066', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(2481 - 2429) + chr(2166 - 2115), 0b1000), nzTpIcepk0o8(chr(682 - 634) + chr(0b1001101 + 0o42) + chr(2531 - 2480) + chr(176 - 125), 0o10), nzTpIcepk0o8(chr(1676 - 1628) + chr(111) + '\063' + chr(0b1101 + 0o52) + chr(152 - 100), 0b1000), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b11 + 0o154) + chr(50) + chr(0b10000 + 0o41) + '\064', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b0 + 0o157) + chr(0b10010 + 0o41) + chr(0b110100) + chr(55), 50878 - 50870), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + '\064' + chr(50), 0o10), nzTpIcepk0o8('\060' + chr(5750 - 5639) + chr(0b101111 + 0o2) + chr(0b110101), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(54) + chr(593 - 544), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b110000) + chr(0b110010), 38291 - 38283), nzTpIcepk0o8(chr(1008 - 960) + chr(0b1101111) + '\063' + chr(51) + '\065', 26560 - 26552), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10010 + 0o40) + chr(49) + chr(0b110011), 32149 - 32141), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(0b110111) + chr(0b101100 + 0o10), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11110 + 0o25) + chr(0b10 + 0o62) + '\x35', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + chr(0b110111) + chr(0b10001 + 0o42), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b11010 + 0o32) + chr(48), 8), nzTpIcepk0o8(chr(48) + chr(6991 - 6880) + '\061' + chr(0b11100 + 0o31), 8), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\157' + chr(0b110001) + '\063' + chr(2449 - 2399), 8), nzTpIcepk0o8(chr(2214 - 2166) + chr(0b1101111) + '\061' + chr(0b110110) + '\064', ord("\x08")), nzTpIcepk0o8(chr(1659 - 1611) + '\157' + '\062' + '\065' + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(1575 - 1464) + chr(0b110001) + chr(0b110110) + chr(52), 8), nzTpIcepk0o8(chr(600 - 552) + chr(0b1101111) + '\065' + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + chr(5007 - 4896) + chr(305 - 254) + chr(0b110111) + '\x31', 39452 - 39444), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\157' + chr(0b110010), 0b1000), nzTpIcepk0o8('\060' + chr(0b100101 + 0o112) + chr(50) + '\063' + chr(49), 44536 - 44528), nzTpIcepk0o8(chr(0b110000) + chr(8442 - 8331) + chr(239 - 187) + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(9244 - 9133) + chr(0b110011) + chr(55) + '\065', 0b1000), nzTpIcepk0o8(chr(364 - 316) + chr(1705 - 1594) + chr(281 - 232) + chr(0b101001 + 0o10), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b1101101 + 0o2) + chr(53) + chr(0b110000), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x81'), chr(100) + chr(10197 - 10096) + '\143' + chr(0b100001 + 0o116) + chr(3495 - 3395) + chr(0b11100 + 0o111))('\165' + chr(116) + '\x66' + '\055' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def UgFm5ENIrv1r(MbjAvyP4Qyak, _TQBZ9osXv1N, OzjfUPwYt9n6, zyG6yE_SkDAn=nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1303 - 1254), 0o10), otwfNxezSivc=roI3spqORKae(ES5oEprVxulp(b'\xdc\xd9\x8c\xf3'), chr(0b101100 + 0o70) + '\145' + chr(0b1100011) + chr(0b1100111 + 0o10) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(0b110100 + 0o62) + chr(1525 - 1480) + chr(580 - 524)), h8wRYpbCd0fO=nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100110 + 0o13) + chr(1002 - 954), 8), EKpVm60OBj4p=nzTpIcepk0o8(chr(623 - 575) + chr(0b1000110 + 0o51) + '\x33' + chr(55) + chr(0b110010) + chr(1889 - 1841), ord("\x08"))):
_TQBZ9osXv1N = _TQBZ9osXv1N.round(1e-14)
Ai70nitccd_p = _TQBZ9osXv1N.r.copy()
if otwfNxezSivc is roI3spqORKae(ES5oEprVxulp(b'\xdc\xd9\x8c\xf3'), '\144' + chr(0b10111 + 0o116) + '\x63' + chr(111) + chr(0b1010110 + 0o16) + '\145')('\x75' + '\x74' + chr(5456 - 5354) + '\x2d' + '\070'):
Nkeb1ULz0ycu = nzTpIcepk0o8(chr(0b110000) + chr(0b100001 + 0o116) + chr(0b110010), 8)
else:
Nkeb1ULz0ycu = nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8)
Fi3yzxctM1zW = RuxMtHuKbM7x.vector()
if roI3spqORKae(nDF4gVNx0u9Q.iscomplex(MbjAvyP4Qyak.core), roI3spqORKae(ES5oEprVxulp(b'\xf9\xe6\xd5\xee\x11\xdeG\xb7\xa0\r\rn'), chr(0b1100100) + '\x65' + chr(4219 - 4120) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(4751 - 4634) + '\x74' + '\x66' + chr(777 - 732) + chr(0b1111 + 0o51)))() or roI3spqORKae(nDF4gVNx0u9Q.iscomplex(_TQBZ9osXv1N.core), roI3spqORKae(ES5oEprVxulp(b'\xf9\xe6\xd5\xee\x11\xdeG\xb7\xa0\r\rn'), '\144' + chr(4877 - 4776) + '\x63' + '\x6f' + chr(0b1100100) + chr(5745 - 5644))(chr(9613 - 9496) + chr(116) + '\146' + chr(0b101101) + '\070'))():
roI3spqORKae(xFRk_M5gyQGz.dyn_diag_tt, roI3spqORKae(ES5oEprVxulp(b'\xd5\xd4\x95\xc1>\xf8i\xb2\x8b\n.a'), '\x64' + chr(8265 - 8164) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b1000011 + 0o42))('\x75' + chr(0b111101 + 0o67) + chr(6689 - 6587) + chr(875 - 830) + '\x38'))(roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xd9\xf0\xb1\xf2\x15\xc9Y\xb2\x86R\x0e@'), chr(4059 - 3959) + chr(101) + '\143' + chr(111) + chr(6458 - 6358) + '\145')(chr(0b101001 + 0o114) + chr(116) + chr(0b1100110) + chr(1903 - 1858) + chr(56))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xe1\xcf\xbb\xe6/\xde?\xa2\xbe /^'), chr(3537 - 3437) + '\145' + chr(99) + '\157' + '\x64' + chr(194 - 93))(chr(117) + '\x74' + chr(472 - 370) + chr(45) + '\x38')), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xe3\xe3\x93\xe9=\xa6d\xb6\xb6\x0c\x084'), chr(100) + chr(0b1001011 + 0o32) + chr(99) + chr(2995 - 2884) + chr(0b1000110 + 0o36) + '\145')(chr(0b1100100 + 0o21) + '\164' + chr(0b11001 + 0o115) + chr(0b11100 + 0o21) + chr(1197 - 1141))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xc9\xea\xb2\xe9\x18\xdeZ\xbd\xb1\x03)~'), '\x64' + chr(1999 - 1898) + chr(0b101100 + 0o67) + chr(0b1101111) + '\x64' + chr(6860 - 6759))('\x75' + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b100101 + 0o23))) + 0j, roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xc9\xea\xb2\xe9\x18\xdeZ\xbd\xb1\x03)~'), '\x64' + chr(101) + '\x63' + chr(0b1011001 + 0o26) + '\x64' + '\x65')(chr(0b1110101) + chr(5104 - 4988) + chr(0b1100110) + '\x2d' + chr(2727 - 2671))) + 0j, Ai70nitccd_p, OzjfUPwYt9n6, EKpVm60OBj4p, nzTpIcepk0o8(chr(442 - 394) + chr(10472 - 10361) + chr(48), 0o10), nzTpIcepk0o8(chr(48) + chr(5499 - 5388) + chr(0b110001) + chr(50), 0b1000), zyG6yE_SkDAn, Nkeb1ULz0ycu, h8wRYpbCd0fO)
Fi3yzxctM1zW.fJSwBORhebts = xFRk_M5gyQGz.dyn_diag_tt.zresult_core.copy()
else:
MbjAvyP4Qyak.fJSwBORhebts = nDF4gVNx0u9Q.vNpScrKAMekT(MbjAvyP4Qyak.fJSwBORhebts)
_TQBZ9osXv1N.fJSwBORhebts = nDF4gVNx0u9Q.vNpScrKAMekT(_TQBZ9osXv1N.fJSwBORhebts)
roI3spqORKae(xFRk_M5gyQGz.dyn_diag_tt, roI3spqORKae(ES5oEprVxulp(b'\xcb\xd4\x95\xc1>\xf8i\xb2\x8b\n.a'), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(2534 - 2417) + chr(116) + chr(3840 - 3738) + chr(45) + '\x38'))(roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xd9\xf0\xb1\xf2\x15\xc9Y\xb2\x86R\x0e@'), '\144' + '\145' + '\x63' + chr(0b1101000 + 0o7) + chr(2890 - 2790) + chr(101))(chr(0b100100 + 0o121) + '\164' + chr(0b1100110) + chr(45) + chr(2195 - 2139))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xe1\xcf\xbb\xe6/\xde?\xa2\xbe /^'), '\144' + chr(0b1100101) + '\x63' + '\157' + '\144' + chr(101))(chr(0b1110101) + chr(0b1101100 + 0o10) + '\146' + '\x2d' + chr(56))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xe3\xe3\x93\xe9=\xa6d\xb6\xb6\x0c\x084'), chr(100) + '\145' + chr(99) + chr(0b110110 + 0o71) + chr(2399 - 2299) + chr(0b1100101))('\165' + chr(0b1110100) + '\x66' + chr(1809 - 1764) + '\070')), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'\xc9\xea\xb2\xe9\x18\xdeZ\xbd\xb1\x03)~'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + chr(3903 - 3802))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b10000 + 0o35) + chr(1566 - 1510))), roI3spqORKae(_TQBZ9osXv1N, roI3spqORKae(ES5oEprVxulp(b'\xc9\xea\xb2\xe9\x18\xdeZ\xbd\xb1\x03)~'), chr(0b1100100) + chr(0b1100101) + chr(0b1000 + 0o133) + '\x6f' + chr(3763 - 3663) + '\x65')(chr(0b100111 + 0o116) + chr(4650 - 4534) + chr(0b1001001 + 0o35) + chr(45) + chr(0b11001 + 0o37))), Ai70nitccd_p, OzjfUPwYt9n6, EKpVm60OBj4p, nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1101111) + '\060', 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + chr(0b10110 + 0o34), 8), zyG6yE_SkDAn, Nkeb1ULz0ycu, h8wRYpbCd0fO)
Fi3yzxctM1zW.fJSwBORhebts = xFRk_M5gyQGz.dyn_diag_tt.dresult_core.copy()
roI3spqORKae(xFRk_M5gyQGz.dyn_diag_tt, roI3spqORKae(ES5oEprVxulp(b'\xcb\xc5\x80\xf26\xfek\xb4\xa0\x04\x02\x7f\x0b\x90n\x90\xf8'), '\x64' + chr(0b111100 + 0o51) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(131 - 30))('\165' + chr(0b1001001 + 0o53) + '\x66' + chr(0b101101) + '\x38'))()
Fi3yzxctM1zW.vPPlOXQgR3SM = _TQBZ9osXv1N.vPPlOXQgR3SM
Fi3yzxctM1zW.NoZxuO7wjArS = MbjAvyP4Qyak.n.copy()
Fi3yzxctM1zW.LCrwg7lcbmU9 = Ai70nitccd_p
roI3spqORKae(Fi3yzxctM1zW, roI3spqORKae(ES5oEprVxulp(b'\xc8\xc5\x95\xc1*\xe2'), chr(100) + chr(0b1100100 + 0o1) + '\143' + chr(0b1001011 + 0o44) + chr(100) + chr(1774 - 1673))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(2104 - 2048)))()
return Fi3yzxctM1zW |
oseledets/ttpy | tt/amen/__init__.py | amen_solve | def amen_solve(A, f, x0, eps, kickrank=4, nswp=20, local_prec='n',
local_iters=2, local_restart=40, trunc_norm=1, max_full_size=50, verb=1):
""" Approximate linear system solution in the tensor-train (TT) format
using Alternating minimal energy (AMEN approach)
:References: Sergey Dolgov, Dmitry. Savostyanov
Paper 1: http://arxiv.org/abs/1301.6068
Paper 2: http://arxiv.org/abs/1304.1222
:param A: Matrix in the TT-format
:type A: matrix
:param f: Right-hand side in the TT-format
:type f: tensor
:param x0: TT-tensor of initial guess.
:type x0: tensor
:param eps: Accuracy.
:type eps: float
:param kickrank: compression rank of the residual Z, i.e. enrichment size [4]
:param nswp: maximal number of sweeps [50]
:param local_prec: local preconditioner: '' (no prec.), 'ljacobi', 'cjacobi', 'rjacobi' ['']
:param local_iters: dimension of local gmres [40]
:param local_restart: dimension of local gmres [40]
:param trunc_norm: truncate in either Frob. ('fro'), or residual norm ('residual') ['residual']
:param max_full_size: maximal size of the local matrix for the full solver [50]
:param verb: 0 -- no info output, 1 -- print info output
:Example:
>>> import tt
>>> import tt.amen #Needed, not imported automatically
>>> a = tt.qlaplace_dd([8, 8, 8]) #3D-Laplacian
>>> rhs = tt.ones(2, 3 * 8) #Right-hand side of all ones
>>> x = tt.amen.amen_solve(a, rhs, rhs, 1e-8)
amen_solve: swp=1, max_dx= 9.766E-01, max_res= 3.269E+00, max_rank=5
amen_solve: swp=2, max_dx= 4.293E-01, max_res= 8.335E+00, max_rank=9
amen_solve: swp=3, max_dx= 1.135E-01, max_res= 5.341E+00, max_rank=13
amen_solve: swp=4, max_dx= 9.032E-03, max_res= 5.908E-01, max_rank=17
amen_solve: swp=5, max_dx= 9.500E-04, max_res= 7.636E-02, max_rank=21
amen_solve: swp=6, max_dx= 4.002E-05, max_res= 5.573E-03, max_rank=25
amen_solve: swp=7, max_dx= 4.949E-06, max_res= 8.418E-04, max_rank=29
amen_solve: swp=8, max_dx= 9.618E-07, max_res= 2.599E-04, max_rank=33
amen_solve: swp=9, max_dx= 2.792E-07, max_res= 6.336E-05, max_rank=37
amen_solve: swp=10, max_dx= 4.730E-08, max_res= 1.663E-05, max_rank=41
amen_solve: swp=11, max_dx= 1.508E-08, max_res= 5.463E-06, max_rank=45
amen_solve: swp=12, max_dx= 3.771E-09, max_res= 1.847E-06, max_rank=49
amen_solve: swp=13, max_dx= 7.797E-10, max_res= 6.203E-07, max_rank=53
amen_solve: swp=14, max_dx= 1.747E-10, max_res= 2.058E-07, max_rank=57
amen_solve: swp=15, max_dx= 8.150E-11, max_res= 8.555E-08, max_rank=61
amen_solve: swp=16, max_dx= 2.399E-11, max_res= 4.215E-08, max_rank=65
amen_solve: swp=17, max_dx= 7.871E-12, max_res= 1.341E-08, max_rank=69
amen_solve: swp=18, max_dx= 3.053E-12, max_res= 6.982E-09, max_rank=73
>>> print (tt.matvec(a, x) - rhs).norm() / rhs.norm()
5.5152374305127345e-09
"""
m = A.m.copy()
rx0 = x0.r.copy()
psx0 = x0.ps.copy()
if A.is_complex or f.is_complex:
amen_f90.amen_f90.ztt_amen_wrapper(f.d, A.n, m,
A.tt.r, A.tt.ps, A.tt.core,
f.r, f.ps, f.core,
rx0, psx0, x0.core,
eps, kickrank, nswp, local_iters, local_restart, trunc_norm, max_full_size, verb, local_prec)
else:
if x0.is_complex:
x0 = x0.real()
rx0 = x0.r.copy()
psx0 = x0.ps.copy()
amen_f90.amen_f90.dtt_amen_wrapper(f.d, A.n, m,
A.tt.r, A.tt.ps, A.tt.core,
f.r, f.ps, f.core,
rx0, psx0, x0.core,
eps, kickrank, nswp, local_iters, local_restart, trunc_norm, max_full_size, verb, local_prec)
x = tt.tensor()
x.d = f.d
x.n = m.copy()
x.r = rx0
if A.is_complex or f.is_complex:
x.core = amen_f90.amen_f90.zcore.copy()
else:
x.core = amen_f90.amen_f90.core.copy()
amen_f90.amen_f90.deallocate_result()
x.get_ps()
return tt.vector.from_list(tt.tensor.to_list(x)) | python | def amen_solve(A, f, x0, eps, kickrank=4, nswp=20, local_prec='n',
local_iters=2, local_restart=40, trunc_norm=1, max_full_size=50, verb=1):
""" Approximate linear system solution in the tensor-train (TT) format
using Alternating minimal energy (AMEN approach)
:References: Sergey Dolgov, Dmitry. Savostyanov
Paper 1: http://arxiv.org/abs/1301.6068
Paper 2: http://arxiv.org/abs/1304.1222
:param A: Matrix in the TT-format
:type A: matrix
:param f: Right-hand side in the TT-format
:type f: tensor
:param x0: TT-tensor of initial guess.
:type x0: tensor
:param eps: Accuracy.
:type eps: float
:param kickrank: compression rank of the residual Z, i.e. enrichment size [4]
:param nswp: maximal number of sweeps [50]
:param local_prec: local preconditioner: '' (no prec.), 'ljacobi', 'cjacobi', 'rjacobi' ['']
:param local_iters: dimension of local gmres [40]
:param local_restart: dimension of local gmres [40]
:param trunc_norm: truncate in either Frob. ('fro'), or residual norm ('residual') ['residual']
:param max_full_size: maximal size of the local matrix for the full solver [50]
:param verb: 0 -- no info output, 1 -- print info output
:Example:
>>> import tt
>>> import tt.amen #Needed, not imported automatically
>>> a = tt.qlaplace_dd([8, 8, 8]) #3D-Laplacian
>>> rhs = tt.ones(2, 3 * 8) #Right-hand side of all ones
>>> x = tt.amen.amen_solve(a, rhs, rhs, 1e-8)
amen_solve: swp=1, max_dx= 9.766E-01, max_res= 3.269E+00, max_rank=5
amen_solve: swp=2, max_dx= 4.293E-01, max_res= 8.335E+00, max_rank=9
amen_solve: swp=3, max_dx= 1.135E-01, max_res= 5.341E+00, max_rank=13
amen_solve: swp=4, max_dx= 9.032E-03, max_res= 5.908E-01, max_rank=17
amen_solve: swp=5, max_dx= 9.500E-04, max_res= 7.636E-02, max_rank=21
amen_solve: swp=6, max_dx= 4.002E-05, max_res= 5.573E-03, max_rank=25
amen_solve: swp=7, max_dx= 4.949E-06, max_res= 8.418E-04, max_rank=29
amen_solve: swp=8, max_dx= 9.618E-07, max_res= 2.599E-04, max_rank=33
amen_solve: swp=9, max_dx= 2.792E-07, max_res= 6.336E-05, max_rank=37
amen_solve: swp=10, max_dx= 4.730E-08, max_res= 1.663E-05, max_rank=41
amen_solve: swp=11, max_dx= 1.508E-08, max_res= 5.463E-06, max_rank=45
amen_solve: swp=12, max_dx= 3.771E-09, max_res= 1.847E-06, max_rank=49
amen_solve: swp=13, max_dx= 7.797E-10, max_res= 6.203E-07, max_rank=53
amen_solve: swp=14, max_dx= 1.747E-10, max_res= 2.058E-07, max_rank=57
amen_solve: swp=15, max_dx= 8.150E-11, max_res= 8.555E-08, max_rank=61
amen_solve: swp=16, max_dx= 2.399E-11, max_res= 4.215E-08, max_rank=65
amen_solve: swp=17, max_dx= 7.871E-12, max_res= 1.341E-08, max_rank=69
amen_solve: swp=18, max_dx= 3.053E-12, max_res= 6.982E-09, max_rank=73
>>> print (tt.matvec(a, x) - rhs).norm() / rhs.norm()
5.5152374305127345e-09
"""
m = A.m.copy()
rx0 = x0.r.copy()
psx0 = x0.ps.copy()
if A.is_complex or f.is_complex:
amen_f90.amen_f90.ztt_amen_wrapper(f.d, A.n, m,
A.tt.r, A.tt.ps, A.tt.core,
f.r, f.ps, f.core,
rx0, psx0, x0.core,
eps, kickrank, nswp, local_iters, local_restart, trunc_norm, max_full_size, verb, local_prec)
else:
if x0.is_complex:
x0 = x0.real()
rx0 = x0.r.copy()
psx0 = x0.ps.copy()
amen_f90.amen_f90.dtt_amen_wrapper(f.d, A.n, m,
A.tt.r, A.tt.ps, A.tt.core,
f.r, f.ps, f.core,
rx0, psx0, x0.core,
eps, kickrank, nswp, local_iters, local_restart, trunc_norm, max_full_size, verb, local_prec)
x = tt.tensor()
x.d = f.d
x.n = m.copy()
x.r = rx0
if A.is_complex or f.is_complex:
x.core = amen_f90.amen_f90.zcore.copy()
else:
x.core = amen_f90.amen_f90.core.copy()
amen_f90.amen_f90.deallocate_result()
x.get_ps()
return tt.vector.from_list(tt.tensor.to_list(x)) | [
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"ma... | Approximate linear system solution in the tensor-train (TT) format
using Alternating minimal energy (AMEN approach)
:References: Sergey Dolgov, Dmitry. Savostyanov
Paper 1: http://arxiv.org/abs/1301.6068
Paper 2: http://arxiv.org/abs/1304.1222
:param A: Matrix in the TT-format
:type A: matrix
:param f: Right-hand side in the TT-format
:type f: tensor
:param x0: TT-tensor of initial guess.
:type x0: tensor
:param eps: Accuracy.
:type eps: float
:param kickrank: compression rank of the residual Z, i.e. enrichment size [4]
:param nswp: maximal number of sweeps [50]
:param local_prec: local preconditioner: '' (no prec.), 'ljacobi', 'cjacobi', 'rjacobi' ['']
:param local_iters: dimension of local gmres [40]
:param local_restart: dimension of local gmres [40]
:param trunc_norm: truncate in either Frob. ('fro'), or residual norm ('residual') ['residual']
:param max_full_size: maximal size of the local matrix for the full solver [50]
:param verb: 0 -- no info output, 1 -- print info output
:Example:
>>> import tt
>>> import tt.amen #Needed, not imported automatically
>>> a = tt.qlaplace_dd([8, 8, 8]) #3D-Laplacian
>>> rhs = tt.ones(2, 3 * 8) #Right-hand side of all ones
>>> x = tt.amen.amen_solve(a, rhs, rhs, 1e-8)
amen_solve: swp=1, max_dx= 9.766E-01, max_res= 3.269E+00, max_rank=5
amen_solve: swp=2, max_dx= 4.293E-01, max_res= 8.335E+00, max_rank=9
amen_solve: swp=3, max_dx= 1.135E-01, max_res= 5.341E+00, max_rank=13
amen_solve: swp=4, max_dx= 9.032E-03, max_res= 5.908E-01, max_rank=17
amen_solve: swp=5, max_dx= 9.500E-04, max_res= 7.636E-02, max_rank=21
amen_solve: swp=6, max_dx= 4.002E-05, max_res= 5.573E-03, max_rank=25
amen_solve: swp=7, max_dx= 4.949E-06, max_res= 8.418E-04, max_rank=29
amen_solve: swp=8, max_dx= 9.618E-07, max_res= 2.599E-04, max_rank=33
amen_solve: swp=9, max_dx= 2.792E-07, max_res= 6.336E-05, max_rank=37
amen_solve: swp=10, max_dx= 4.730E-08, max_res= 1.663E-05, max_rank=41
amen_solve: swp=11, max_dx= 1.508E-08, max_res= 5.463E-06, max_rank=45
amen_solve: swp=12, max_dx= 3.771E-09, max_res= 1.847E-06, max_rank=49
amen_solve: swp=13, max_dx= 7.797E-10, max_res= 6.203E-07, max_rank=53
amen_solve: swp=14, max_dx= 1.747E-10, max_res= 2.058E-07, max_rank=57
amen_solve: swp=15, max_dx= 8.150E-11, max_res= 8.555E-08, max_rank=61
amen_solve: swp=16, max_dx= 2.399E-11, max_res= 4.215E-08, max_rank=65
amen_solve: swp=17, max_dx= 7.871E-12, max_res= 1.341E-08, max_rank=69
amen_solve: swp=18, max_dx= 3.053E-12, max_res= 6.982E-09, max_rank=73
>>> print (tt.matvec(a, x) - rhs).norm() / rhs.norm()
5.5152374305127345e-09 | [
"Approximate",
"linear",
"system",
"solution",
"in",
"the",
"tensor",
"-",
"train",
"(",
"TT",
")",
"format",
"using",
"Alternating",
"minimal",
"energy",
"(",
"AMEN",
"approach",
")"
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/amen/__init__.py#L7-L92 | train | Proximate linear system solution in the tensor - train. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\157' + '\x35' + chr(0b110011), 20308 - 20300), nzTpIcepk0o8('\060' + chr(2497 - 2386) + chr(1295 - 1241), 41510 - 41502), nzTpIcepk0o8(chr(209 - 161) + chr(0b110111 + 0o70) + chr(0b0 + 0o63) + '\x33' + chr(0b11010 + 0o27), ord("\x08")), nzTpIcepk0o8(chr(1069 - 1021) + chr(9073 - 8962) + '\063' + chr(49) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1000011 + 0o54) + chr(0b110001) + chr(0b101101 + 0o3), 59000 - 58992), nzTpIcepk0o8('\060' + chr(111) + chr(50) + chr(0b110010) + chr(0b110000), 15088 - 15080), nzTpIcepk0o8('\x30' + chr(0b10010 + 0o135) + '\061' + chr(55) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b110010) + chr(0b110101) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(111) + chr(51) + chr(50) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(111) + '\063' + '\067' + chr(959 - 910), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(0b100100 + 0o21) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b100111 + 0o13) + '\x37' + chr(0b110110), 54791 - 54783), nzTpIcepk0o8(chr(48) + chr(0b1001111 + 0o40) + chr(0b1101 + 0o46) + chr(0b110001) + chr(54), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(48), 0b1000), nzTpIcepk0o8('\x30' + chr(9370 - 9259) + chr(53) + chr(0b11001 + 0o34), 20091 - 20083), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10100 + 0o36) + chr(0b110101) + chr(0b110101), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100000 + 0o21) + chr(53) + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + chr(50) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(1371 - 1321) + chr(994 - 939) + chr(1608 - 1555), 0o10), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(0b1101111) + chr(0b11001 + 0o31) + chr(0b110000) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110 + 0o55) + chr(0b110011) + chr(1487 - 1433), 22011 - 22003), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + '\x33' + '\x33', 0o10), nzTpIcepk0o8('\x30' + chr(0b111 + 0o150) + '\x31' + '\x32' + chr(0b110101), 8), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(51) + chr(0b110000) + '\064', 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1100100 + 0o13) + '\061' + chr(0b1011 + 0o45) + '\063', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2032 - 1978) + chr(49), 0o10), nzTpIcepk0o8(chr(248 - 200) + chr(0b1101111) + '\063' + chr(0b110101) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(111) + '\062' + '\x37' + chr(1222 - 1167), 12129 - 12121), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + chr(1999 - 1945) + chr(0b110001), 39663 - 39655), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(1816 - 1768) + chr(49), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b101111 + 0o2) + '\x36' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x34' + chr(55), 0b1000), nzTpIcepk0o8('\060' + chr(3212 - 3101) + '\x35' + chr(0b110011), 8), nzTpIcepk0o8('\060' + chr(10723 - 10612) + '\063' + '\062' + chr(0b1110 + 0o46), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100111 + 0o13) + chr(0b110111) + '\062', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\x32' + '\060' + chr(898 - 845), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + '\x31' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x35' + '\x30', 0o10), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(111) + '\x32' + chr(989 - 941) + '\x33', 62788 - 62780), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1737 - 1687) + chr(51), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b1011 + 0o45), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x05'), '\144' + chr(9327 - 9226) + '\x63' + chr(5584 - 5473) + chr(0b1100100) + chr(3311 - 3210))(chr(0b100000 + 0o125) + '\164' + chr(102) + chr(0b101101) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def FaY62PpQbGI2(MbjAvyP4Qyak, _R8IKF5IwAfX, oS9ptP4AxZuT, IEvDzBqncWsk, B7fOTM02ka6t=nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110100), 0o10), bauRuZwnJjVx=nzTpIcepk0o8(chr(0b110000) + chr(7551 - 7440) + '\062' + chr(0b1011 + 0o51), 0b1000), SxhOUy7qyFJd=roI3spqORKae(ES5oEprVxulp(b'E'), '\x64' + chr(101) + chr(0b110110 + 0o55) + chr(111) + '\144' + chr(546 - 445))(chr(117) + chr(0b110001 + 0o103) + chr(0b1001000 + 0o36) + chr(0b101101) + '\x38'), mkd6tGZk8q0O=nzTpIcepk0o8('\x30' + '\157' + '\062', 22636 - 22628), hKt7mvJyzYmu=nzTpIcepk0o8('\x30' + '\157' + '\065' + '\060', 8), OcozsIRIcvIF=nzTpIcepk0o8('\x30' + chr(111) + chr(49), ord("\x08")), U5ikStf4gPL0=nzTpIcepk0o8(chr(0b110000) + '\157' + chr(54) + chr(2445 - 2395), 64125 - 64117), zyG6yE_SkDAn=nzTpIcepk0o8('\060' + chr(0b1101111) + chr(157 - 108), 8)):
tF75nqoNENFL = MbjAvyP4Qyak.m.copy()
QK0HWjgvEOnY = oS9ptP4AxZuT.r.copy()
N3AXy_qhzgPB = oS9ptP4AxZuT.ps.copy()
if roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'Bu\x86\xafg\xfd\t\xc3\xb1\x81'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))(chr(13004 - 12887) + chr(5433 - 5317) + '\x66' + chr(1612 - 1567) + '\070')) or roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'Bu\x86\xafg\xfd\t\xc3\xb1\x81'), chr(0b1100100) + '\x65' + chr(0b10010 + 0o121) + chr(0b110 + 0o151) + '\x64' + chr(0b1100101))('\x75' + chr(8210 - 8094) + chr(9542 - 9440) + chr(45) + chr(277 - 221))):
roI3spqORKae(c8XSeCiYekIg.amen_f90, roI3spqORKae(ES5oEprVxulp(b'Qr\xad\x93i\xfd\x1c\xc1\x8b\x8e\x9d\xdf\xbepH\xdf'), chr(100) + chr(4312 - 4211) + chr(0b1100011) + chr(4746 - 4635) + '\144' + chr(952 - 851))(chr(0b100 + 0o161) + '\x74' + '\146' + '\055' + chr(1665 - 1609)))(roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b']V\x89\xa0G\xc8(\xc8\x86\xca\xbc\xf3'), chr(100) + '\145' + chr(0b1100011) + chr(3054 - 2943) + chr(0b1001111 + 0o25) + chr(0b10010 + 0o123))(chr(117) + '\x74' + '\x66' + '\055' + chr(0b111000))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'ei\x83\xb4}\xdfN\xd8\xbe\xb8\x9d\xed'), chr(4592 - 4492) + '\x65' + chr(0b10010 + 0o121) + '\x6f' + '\x64' + chr(0b1 + 0o144))('\x75' + chr(4854 - 4738) + chr(6409 - 6307) + '\055' + '\x38')), tF75nqoNENFL, roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'gE\xab\xbbo\xa7\x15\xcc\xb6\x94\xba\x87'), chr(3936 - 3836) + '\145' + chr(7650 - 7551) + '\x6f' + '\x64' + chr(0b1010101 + 0o20))(chr(0b1110101) + chr(0b110010 + 0o102) + chr(0b110110 + 0o60) + chr(45) + chr(56))), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'Ln\xec\x9eR\xe6?\xc3\xb2\xb3\xdc\x88'), '\144' + '\145' + chr(2816 - 2717) + chr(0b1011010 + 0o25) + '\x64' + chr(101))(chr(117) + chr(0b111111 + 0o65) + chr(0b1100110) + '\055' + chr(2816 - 2760))), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'ML\x8a\xbbJ\xdf+\xc7\xb1\x9b\x9b\xcd'), chr(9602 - 9502) + '\145' + chr(0b1100011) + chr(0b1000011 + 0o54) + '\144' + '\x65')(chr(0b111101 + 0o70) + '\x74' + '\x66' + '\x2d' + chr(3088 - 3032))), roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'gE\xab\xbbo\xa7\x15\xcc\xb6\x94\xba\x87'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(11521 - 11404) + chr(116) + '\146' + chr(146 - 101) + chr(56))), roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'Ln\xec\x9eR\xe6?\xc3\xb2\xb3\xdc\x88'), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1100100 + 0o21) + '\164' + '\x66' + chr(0b101101) + chr(0b111000))), roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'ML\x8a\xbbJ\xdf+\xc7\xb1\x9b\x9b\xcd'), '\x64' + '\145' + '\x63' + '\x6f' + chr(0b1100100) + '\145')(chr(3095 - 2978) + chr(4588 - 4472) + chr(102) + chr(1072 - 1027) + chr(0b111000))), QK0HWjgvEOnY, N3AXy_qhzgPB, roI3spqORKae(oS9ptP4AxZuT, roI3spqORKae(ES5oEprVxulp(b'ML\x8a\xbbJ\xdf+\xc7\xb1\x9b\x9b\xcd'), '\x64' + '\145' + chr(0b1100001 + 0o2) + chr(0b1101111) + chr(100) + '\145')(chr(10171 - 10054) + chr(116) + chr(102) + '\055' + chr(0b100111 + 0o21))), IEvDzBqncWsk, B7fOTM02ka6t, bauRuZwnJjVx, mkd6tGZk8q0O, hKt7mvJyzYmu, OcozsIRIcvIF, U5ikStf4gPL0, zyG6yE_SkDAn, SxhOUy7qyFJd)
else:
if roI3spqORKae(oS9ptP4AxZuT, roI3spqORKae(ES5oEprVxulp(b'Bu\x86\xafg\xfd\t\xc3\xb1\x81'), '\144' + chr(0b11010 + 0o113) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))('\165' + chr(0b1110100) + chr(102) + chr(45) + chr(56))):
oS9ptP4AxZuT = oS9ptP4AxZuT.vNpScrKAMekT()
QK0HWjgvEOnY = oS9ptP4AxZuT.r.copy()
N3AXy_qhzgPB = oS9ptP4AxZuT.ps.copy()
roI3spqORKae(c8XSeCiYekIg.amen_f90, roI3spqORKae(ES5oEprVxulp(b'Or\xad\x93i\xfd\x1c\xc1\x8b\x8e\x9d\xdf\xbepH\xdf'), chr(100) + chr(8439 - 8338) + chr(0b100011 + 0o100) + chr(2611 - 2500) + '\144' + chr(0b1010111 + 0o16))('\165' + chr(116) + '\x66' + chr(45) + chr(56)))(roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b']V\x89\xa0G\xc8(\xc8\x86\xca\xbc\xf3'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b1001111 + 0o25) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1010000 + 0o26) + chr(0b11 + 0o52) + chr(1898 - 1842))), roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'ei\x83\xb4}\xdfN\xd8\xbe\xb8\x9d\xed'), '\x64' + chr(0b10010 + 0o123) + chr(7860 - 7761) + chr(0b1101111) + chr(100) + '\145')(chr(4649 - 4532) + chr(10338 - 10222) + chr(0b1100110) + chr(45) + '\070')), tF75nqoNENFL, roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'gE\xab\xbbo\xa7\x15\xcc\xb6\x94\xba\x87'), chr(7985 - 7885) + '\x65' + '\143' + chr(9345 - 9234) + '\144' + chr(953 - 852))(chr(0b100111 + 0o116) + chr(0b1001 + 0o153) + chr(102) + chr(0b11001 + 0o24) + '\070')), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'Ln\xec\x9eR\xe6?\xc3\xb2\xb3\xdc\x88'), '\x64' + '\145' + chr(0b110101 + 0o56) + chr(2309 - 2198) + chr(100) + chr(0b1000100 + 0o41))('\165' + chr(12860 - 12744) + '\146' + chr(0b101 + 0o50) + '\070')), roI3spqORKae(MbjAvyP4Qyak.tt, roI3spqORKae(ES5oEprVxulp(b'ML\x8a\xbbJ\xdf+\xc7\xb1\x9b\x9b\xcd'), chr(100) + chr(101) + chr(0b1100001 + 0o2) + chr(0b1000011 + 0o54) + chr(0b1010000 + 0o24) + chr(0b11010 + 0o113))(chr(0b10101 + 0o140) + chr(0b1110100) + chr(0b1011 + 0o133) + chr(1937 - 1892) + chr(0b11000 + 0o40))), roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'gE\xab\xbbo\xa7\x15\xcc\xb6\x94\xba\x87'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100010 + 0o2) + chr(0b1100101))('\x75' + '\164' + chr(0b101000 + 0o76) + chr(1107 - 1062) + chr(1460 - 1404))), roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'Ln\xec\x9eR\xe6?\xc3\xb2\xb3\xdc\x88'), '\x64' + '\x65' + chr(99) + '\157' + chr(100) + chr(6146 - 6045))(chr(0b1110101) + chr(0b1110000 + 0o4) + chr(102) + chr(45) + chr(185 - 129))), roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'ML\x8a\xbbJ\xdf+\xc7\xb1\x9b\x9b\xcd'), chr(100) + '\145' + chr(0b1010 + 0o131) + chr(10754 - 10643) + '\144' + chr(101))(chr(6069 - 5952) + '\164' + chr(5599 - 5497) + chr(0b101101) + chr(56))), QK0HWjgvEOnY, N3AXy_qhzgPB, roI3spqORKae(oS9ptP4AxZuT, roI3spqORKae(ES5oEprVxulp(b'ML\x8a\xbbJ\xdf+\xc7\xb1\x9b\x9b\xcd'), chr(5397 - 5297) + chr(101) + chr(99) + chr(0b1101111) + chr(100) + chr(5613 - 5512))('\x75' + chr(116) + chr(7617 - 7515) + chr(0b101101) + chr(0b111000))), IEvDzBqncWsk, B7fOTM02ka6t, bauRuZwnJjVx, mkd6tGZk8q0O, hKt7mvJyzYmu, OcozsIRIcvIF, U5ikStf4gPL0, zyG6yE_SkDAn, SxhOUy7qyFJd)
bI5jsQ9OkQtj = RuxMtHuKbM7x.tensor()
bI5jsQ9OkQtj.vPPlOXQgR3SM = _R8IKF5IwAfX.vPPlOXQgR3SM
bI5jsQ9OkQtj.NoZxuO7wjArS = tF75nqoNENFL.copy()
bI5jsQ9OkQtj.LCrwg7lcbmU9 = QK0HWjgvEOnY
if roI3spqORKae(MbjAvyP4Qyak, roI3spqORKae(ES5oEprVxulp(b'Bu\x86\xafg\xfd\t\xc3\xb1\x81'), chr(638 - 538) + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + '\x74' + chr(0b1100110) + chr(0b1100 + 0o41) + '\x38')) or roI3spqORKae(_R8IKF5IwAfX, roI3spqORKae(ES5oEprVxulp(b'Bu\x86\xafg\xfd\t\xc3\xb1\x81'), '\144' + chr(7452 - 7351) + '\x63' + chr(643 - 532) + '\x64' + chr(0b101101 + 0o70))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b11010 + 0o23) + '\x38')):
bI5jsQ9OkQtj.fJSwBORhebts = c8XSeCiYekIg.amen_f90.zcore.copy()
else:
bI5jsQ9OkQtj.fJSwBORhebts = c8XSeCiYekIg.amen_f90.core.copy()
roI3spqORKae(c8XSeCiYekIg.amen_f90, roI3spqORKae(ES5oEprVxulp(b'Oc\xb8\xa0d\xff\x1a\xce\xa0\x9c\xb0\xcc\xabsX\xc1\x1a'), chr(100) + chr(0b1100101) + '\143' + chr(0b111001 + 0o66) + chr(0b1000111 + 0o35) + chr(6327 - 6226))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000)))()
roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'Lc\xad\x93x\xe3'), '\x64' + chr(3006 - 2905) + '\143' + chr(111) + '\x64' + '\145')(chr(117) + '\164' + '\146' + chr(1563 - 1518) + chr(2987 - 2931)))()
return roI3spqORKae(RuxMtHuKbM7x.vector, roI3spqORKae(ES5oEprVxulp(b'Mt\xb6\xa1W\xfc\x10\xdc\xa0'), '\144' + '\145' + '\x63' + '\157' + chr(0b1000011 + 0o41) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b11 + 0o143) + chr(1524 - 1479) + chr(56)))(roI3spqORKae(RuxMtHuKbM7x.tensor, roI3spqORKae(ES5oEprVxulp(b'_i\x86\xa0a\xe3\r'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b100110 + 0o77))(chr(7747 - 7630) + chr(0b100101 + 0o117) + chr(0b1100110) + chr(45) + '\x38'))(bI5jsQ9OkQtj)) |
oseledets/ttpy | tt/core/matrix.py | matrix.T | def T(self):
"""Transposed TT-matrix"""
mycrs = matrix.to_list(self)
trans_crs = []
for cr in mycrs:
trans_crs.append(_np.transpose(cr, [0, 2, 1, 3]))
return matrix.from_list(trans_crs) | python | def T(self):
"""Transposed TT-matrix"""
mycrs = matrix.to_list(self)
trans_crs = []
for cr in mycrs:
trans_crs.append(_np.transpose(cr, [0, 2, 1, 3]))
return matrix.from_list(trans_crs) | [
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"... | Transposed TT-matrix | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/matrix.py#L126-L132 | train | Transposed TT - matrix | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(198 - 145) + chr(0b110001), 26211 - 26203), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + chr(2278 - 2229) + chr(51) + chr(50), 0o10), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + chr(2157 - 2107) + '\065' + chr(0b110000 + 0o1), 8), nzTpIcepk0o8('\x30' + chr(111) + '\065' + '\061', 26236 - 26228), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101111) + '\061' + chr(0b101110 + 0o11) + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1001011 + 0o44) + chr(0b1 + 0o60) + chr(51) + '\060', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + '\067' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\x6f' + '\063' + '\064', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10011 + 0o42) + chr(0b10100 + 0o40), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + '\063' + chr(0b110000) + chr(0b1110 + 0o44), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11011 + 0o27) + chr(0b110111) + chr(52), 0b1000), nzTpIcepk0o8(chr(1104 - 1056) + chr(7071 - 6960) + '\x32' + chr(0b101100 + 0o7) + '\062', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + '\x37' + '\x31', 8), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + '\x31' + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + chr(49) + chr(49) + chr(0b110000), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(1649 - 1599) + chr(0b110101) + chr(879 - 829), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x32' + chr(0b1011 + 0o45) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(579 - 526) + chr(52), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\062' + chr(1780 - 1732) + chr(48), 8), nzTpIcepk0o8('\x30' + chr(0b1001011 + 0o44) + '\066' + chr(0b110001 + 0o0), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x37' + '\061', 49437 - 49429), nzTpIcepk0o8('\060' + chr(6768 - 6657) + chr(0b110010) + '\x36', 27455 - 27447), nzTpIcepk0o8('\060' + chr(0b10000 + 0o137) + chr(0b110001) + '\x33' + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(0b110010) + chr(48), 8662 - 8654), nzTpIcepk0o8(chr(970 - 922) + chr(0b1 + 0o156) + '\061' + chr(1416 - 1367) + '\060', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(48) + '\x37', 0o10), nzTpIcepk0o8('\x30' + chr(7672 - 7561) + chr(0b110010) + chr(50) + chr(0b110100), 15904 - 15896), nzTpIcepk0o8(chr(48) + chr(0b101001 + 0o106) + '\061' + chr(1150 - 1099) + '\x35', 0o10), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + chr(2939 - 2884), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(2297 - 2246) + '\x37', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + chr(0b110001), 57953 - 57945), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1438 - 1387) + chr(0b110100) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11011 + 0o124) + '\061' + chr(0b110111) + chr(0b110001 + 0o3), 26191 - 26183), nzTpIcepk0o8('\060' + '\157' + '\065' + chr(0b110000), 60908 - 60900), nzTpIcepk0o8(chr(0b110000) + chr(0b111001 + 0o66) + '\063' + '\063' + '\x37', 33111 - 33103), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + chr(2803 - 2748) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(50) + chr(50) + chr(0b1101 + 0o50), 7277 - 7269), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + '\063' + chr(74 - 21) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + '\x30' + '\061', 0b1000), nzTpIcepk0o8(chr(48) + chr(6574 - 6463) + '\062' + chr(0b110101) + chr(0b101011 + 0o14), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b10100 + 0o34) + '\157' + chr(53) + chr(0b111 + 0o51), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x87'), '\144' + '\145' + chr(0b111011 + 0o50) + '\x6f' + '\144' + chr(101))(chr(5913 - 5796) + chr(10243 - 10127) + '\x66' + chr(0b101101) + chr(0b100100 + 0o24)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def hq6XE4_Nhd6R(hXMPsSrOQzbh):
Wa6wdKu5uMqb = kcnyYx1RySWO.to_list(hXMPsSrOQzbh)
UQTXMKDtfyAU = []
for NYr8NJTXQItJ in Wa6wdKu5uMqb:
roI3spqORKae(UQTXMKDtfyAU, roI3spqORKae(ES5oEprVxulp(b'\xe1\x0e\xfa\x1d\x00?\xfesF\xad\xe9\xaf'), '\x64' + chr(0b100100 + 0o101) + chr(0b1010100 + 0o17) + chr(111) + chr(0b1100100) + chr(4930 - 4829))(chr(117) + chr(0b1110100) + '\x66' + chr(0b10011 + 0o32) + '\x38'))(roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\xdd(\xc8G\x0b(\xd6oI'), chr(100) + '\x65' + chr(0b1100011) + '\157' + chr(0b1010 + 0o132) + chr(0b111100 + 0o51))(chr(715 - 598) + chr(0b1110100) + chr(102) + '\055' + chr(0b111000)))(NYr8NJTXQItJ, [nzTpIcepk0o8(chr(415 - 367) + chr(111) + '\060', 8744 - 8736), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b111011 + 0o64) + '\062', 64706 - 64698), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(188 - 139), 0o10), nzTpIcepk0o8(chr(2183 - 2135) + '\157' + chr(51), 0o10)]))
return roI3spqORKae(kcnyYx1RySWO, roI3spqORKae(ES5oEprVxulp(b"\xcf(\xc6D'4\xd0oX"), chr(3727 - 3627) + '\145' + chr(0b1100011) + '\x6f' + chr(0b111110 + 0o46) + chr(0b1010111 + 0o16))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(1536 - 1491) + chr(56)))(UQTXMKDtfyAU) |
oseledets/ttpy | tt/core/matrix.py | matrix.real | def real(self):
"""Return real part of a matrix."""
return matrix(self.tt.real(), n=self.n, m=self.m) | python | def real(self):
"""Return real part of a matrix."""
return matrix(self.tt.real(), n=self.n, m=self.m) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/matrix.py#L134-L136 | train | Return real part of a matrix. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(51) + chr(2309 - 2254), 58064 - 58056), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + chr(0b111 + 0o57), 0o10), nzTpIcepk0o8(chr(48) + chr(560 - 449) + chr(0b110010) + chr(49) + '\060', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110111) + chr(567 - 512), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(2200 - 2150) + '\x34', 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(6134 - 6023) + '\x32' + chr(2532 - 2479) + chr(0b1010 + 0o46), ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + chr(0b110001) + chr(0b110100) + chr(55), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\x30' + chr(2657 - 2546) + chr(0b110011) + chr(1733 - 1685), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + '\x34' + '\063', 64468 - 64460), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(7787 - 7676) + '\x32' + '\063' + chr(149 - 101), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b100111 + 0o110) + chr(1708 - 1659) + '\064' + '\061', 19482 - 19474), nzTpIcepk0o8(chr(48) + chr(391 - 280) + chr(0b110011) + chr(1970 - 1919) + chr(48), 37772 - 37764), nzTpIcepk0o8(chr(0b110000) + chr(4149 - 4038) + '\062' + chr(0b101001 + 0o7), 0b1000), nzTpIcepk0o8(chr(212 - 164) + chr(0b1101001 + 0o6) + chr(84 - 35) + '\x35' + chr(463 - 413), 0o10), nzTpIcepk0o8('\060' + chr(6054 - 5943) + chr(1361 - 1312) + '\x36' + chr(2342 - 2291), 11116 - 11108), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + chr(0b110010) + chr(54) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(10110 - 9999) + '\x33' + chr(2091 - 2037) + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + chr(11691 - 11580) + chr(2511 - 2460) + chr(0b110000) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(5784 - 5673) + chr(0b110101) + chr(0b100001 + 0o23), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b10010 + 0o40) + chr(1529 - 1479) + '\064', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + chr(0b110001) + chr(2353 - 2304), 0o10), nzTpIcepk0o8('\060' + chr(11566 - 11455) + chr(49) + '\x34' + chr(51), 0b1000), nzTpIcepk0o8(chr(1061 - 1013) + '\x6f' + chr(0b101000 + 0o12) + '\061' + '\x37', 0b1000), nzTpIcepk0o8(chr(1965 - 1917) + '\157' + '\063' + '\x30' + chr(2774 - 2721), 51175 - 51167), nzTpIcepk0o8(chr(48) + chr(542 - 431) + chr(0b100110 + 0o15) + chr(0b10110 + 0o40) + '\064', 37018 - 37010), nzTpIcepk0o8(chr(1934 - 1886) + '\157' + chr(0b110011) + '\065' + '\066', 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(0b100100 + 0o16) + '\x37', 20881 - 20873), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(111) + '\x35' + chr(402 - 348), ord("\x08")), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + '\061' + chr(50) + '\064', ord("\x08")), nzTpIcepk0o8(chr(368 - 320) + chr(0b1011101 + 0o22) + '\061' + chr(53) + chr(0b110001), 24727 - 24719), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + '\x37' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o40) + chr(0b10111 + 0o36) + chr(50), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b10010 + 0o37) + chr(0b100100 + 0o21) + chr(0b100100 + 0o17), 38327 - 38319), nzTpIcepk0o8(chr(48) + '\x6f' + '\x36' + '\064', 3895 - 3887), nzTpIcepk0o8('\x30' + chr(0b1011100 + 0o23) + chr(2287 - 2237) + chr(0b110010) + chr(1695 - 1646), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1001100 + 0o43) + chr(0b10101 + 0o35) + chr(53) + '\061', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101011 + 0o4) + '\061' + '\060' + chr(49), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101101 + 0o4) + '\x33' + chr(0b110011 + 0o1), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(51) + chr(2266 - 2216) + chr(0b101100 + 0o13), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(0b1011111 + 0o20) + chr(1309 - 1256) + chr(48), 64609 - 64601)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'q'), chr(100) + chr(101) + chr(0b1000101 + 0o36) + chr(0b1101111) + chr(100) + chr(0b11001 + 0o114))('\165' + chr(0b1110100) + chr(7121 - 7019) + chr(1628 - 1583) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def vNpScrKAMekT(hXMPsSrOQzbh):
return kcnyYx1RySWO(roI3spqORKae(hXMPsSrOQzbh.tt, roI3spqORKae(ES5oEprVxulp(b')P\xf8l\xb7\xda,AU\xc6\xf35'), chr(0b10011 + 0o121) + '\145' + chr(0b1100011) + chr(10792 - 10681) + chr(4822 - 4722) + chr(0b1100101))(chr(5222 - 5105) + '\164' + chr(5243 - 5141) + chr(0b101101) + chr(0b10111 + 0o41)))(), n=roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x11q\xd2G\xa1\xe7Pwr\xe2\xea2'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(6846 - 6746) + chr(7166 - 7065))('\x75' + chr(0b1110100) + '\146' + '\x2d' + '\070')), m=roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'+X\xbf\n\xba\xd9\x08N]\xed\xde-'), chr(0b111111 + 0o45) + chr(0b1100101) + chr(7593 - 7494) + chr(0b1101111) + chr(0b1000111 + 0o35) + chr(0b1100101))(chr(117) + chr(0b1110 + 0o146) + chr(0b1100110) + '\055' + chr(0b111000)))) |
oseledets/ttpy | tt/core/matrix.py | matrix.imag | def imag(self):
"""Return imaginary part of a matrix."""
return matrix(self.tt.imag(), n=self.n, m=self.m) | python | def imag(self):
"""Return imaginary part of a matrix."""
return matrix(self.tt.imag(), n=self.n, m=self.m) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/matrix.py#L138-L140 | train | Return imaginary part of a matrix. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(54) + '\065', 3168 - 3160), nzTpIcepk0o8(chr(0b101111 + 0o1) + '\157' + chr(2144 - 2095) + chr(484 - 431) + '\067', 0b1000), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\157' + '\063' + chr(0b101101 + 0o10) + chr(1837 - 1784), 14254 - 14246), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + '\060' + chr(51 - 3), 63741 - 63733), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + chr(0b110101) + chr(50), 49745 - 49737), nzTpIcepk0o8('\060' + chr(0b1100000 + 0o17) + '\x31' + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(761 - 713) + chr(7871 - 7760) + '\061' + chr(0b11 + 0o62) + chr(55), 8), nzTpIcepk0o8('\060' + chr(12092 - 11981) + chr(0b1 + 0o62) + chr(1789 - 1737) + '\x32', 4969 - 4961), nzTpIcepk0o8(chr(1615 - 1567) + chr(111) + chr(49) + chr(0b11011 + 0o33) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(1759 - 1711) + '\x6f' + chr(2520 - 2469) + chr(0b101000 + 0o10) + '\060', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(2435 - 2385) + '\x35' + '\067', 0o10), nzTpIcepk0o8('\x30' + chr(2645 - 2534) + chr(1622 - 1573) + chr(53) + '\064', ord("\x08")), nzTpIcepk0o8(chr(712 - 664) + chr(111) + chr(51) + chr(0b10001 + 0o37) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(10276 - 10165) + chr(0b100010 + 0o21) + chr(283 - 232) + chr(48), 17982 - 17974), nzTpIcepk0o8(chr(1480 - 1432) + chr(0b1011011 + 0o24) + chr(0b110011) + chr(947 - 894) + '\x34', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(2235 - 2180) + chr(0b110110), 4877 - 4869), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2063 - 2012) + '\x34' + '\x32', 8), nzTpIcepk0o8(chr(338 - 290) + '\x6f' + '\x32' + chr(0b110101) + chr(55), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + '\x30', 58054 - 58046), nzTpIcepk0o8('\060' + chr(0b1110 + 0o141) + chr(1603 - 1552) + '\x30' + chr(0b100001 + 0o20), 0b1000), nzTpIcepk0o8(chr(1136 - 1088) + chr(0b110000 + 0o77) + chr(0b110010) + chr(1909 - 1857) + '\064', 0o10), nzTpIcepk0o8('\x30' + chr(3784 - 3673) + chr(51) + chr(0b100101 + 0o22) + chr(1881 - 1826), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\157' + chr(0b100010 + 0o17) + '\061' + chr(0b111 + 0o54), 0b1000), nzTpIcepk0o8(chr(48) + chr(5585 - 5474) + '\x32' + chr(52) + chr(0b110000 + 0o4), 8), nzTpIcepk0o8('\x30' + chr(0b1100 + 0o143) + '\x32' + chr(49) + '\x36', 0b1000), nzTpIcepk0o8(chr(952 - 904) + '\x6f' + '\x33', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11111 + 0o23) + chr(48) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1715 - 1664), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100 + 0o57) + chr(0b110101) + chr(50), 18369 - 18361), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1111 + 0o140) + '\061' + chr(2230 - 2179) + chr(49), 35777 - 35769), nzTpIcepk0o8(chr(0b110000) + chr(0b1010000 + 0o37) + '\061' + chr(2214 - 2164) + chr(972 - 924), 27804 - 27796), nzTpIcepk0o8(chr(634 - 586) + '\157' + '\061' + '\062' + chr(54), 36644 - 36636), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + '\067' + chr(0b100101 + 0o16), ord("\x08")), nzTpIcepk0o8(chr(2216 - 2168) + '\157' + '\063' + chr(0b110101) + '\x37', 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\x6f' + '\x32' + '\x31' + chr(0b110110), 8), nzTpIcepk0o8(chr(1946 - 1898) + '\157' + chr(0b110010) + '\x34' + '\066', 56405 - 56397), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(0b1101111) + '\062' + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(0b1011 + 0o144) + '\x37' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10110 + 0o33) + '\x33' + chr(0b110111), 23010 - 23002), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(10526 - 10415) + chr(51) + chr(2079 - 2028) + chr(537 - 488), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(111) + chr(1329 - 1276) + chr(105 - 57), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xdb'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + '\x64' + chr(6250 - 6149))(chr(117) + chr(116) + chr(0b110010 + 0o64) + chr(0b101100 + 0o1) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def WyO3iVlO4yrd(hXMPsSrOQzbh):
return kcnyYx1RySWO(roI3spqORKae(hXMPsSrOQzbh.tt, roI3spqORKae(ES5oEprVxulp(b"\x9c\x02\x8c'"), '\144' + chr(4723 - 4622) + chr(99) + chr(0b110011 + 0o74) + chr(1291 - 1191) + chr(101))('\165' + '\164' + chr(8752 - 8650) + chr(0b101101) + chr(0b10100 + 0o44)))(), n=roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xbb\x00\xb78\x1fFX\x95\x18\x81\xdd?'), '\144' + chr(0b11000 + 0o115) + chr(0b110001 + 0o62) + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + '\x74' + chr(6013 - 5911) + chr(1822 - 1777) + '\070')), m=roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x81)\xdau\x04x\x00\xac7\x8e\xe9 '), chr(100) + '\145' + chr(99) + chr(0b1011000 + 0o27) + chr(1890 - 1790) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(0b101001 + 0o4) + chr(0b10010 + 0o46)))) |
oseledets/ttpy | tt/core/matrix.py | matrix.c2r | def c2r(self):
"""Get real matrix from complex one suitable for solving complex linear system with real solver.
For matrix :math:`M(i_1,j_1,\\ldots,i_d,j_d) = \\Re M + i\\Im M` returns (d+1)-dimensional matrix
:math:`\\tilde{M}(i_1,j_1,\\ldots,i_d,j_d,i_{d+1},j_{d+1})` of form
:math:`\\begin{bmatrix}\\Re M & -\\Im M \\\\ \\Im M & \\Re M \\end{bmatrix}`. This function
is useful for solving complex linear system :math:`\\mathcal{A}X = B` with real solver by
transforming it into
.. math::
\\begin{bmatrix}\\Re\\mathcal{A} & -\\Im\\mathcal{A} \\\\
\\Im\\mathcal{A} & \\Re\\mathcal{A} \\end{bmatrix}
\\begin{bmatrix}\\Re X \\\\ \\Im X\\end{bmatrix} =
\\begin{bmatrix}\\Re B \\\\ \\Im B\\end{bmatrix}.
"""
return matrix(a=self.tt.__complex_op('M'), n=_np.concatenate(
(self.n, [2])), m=_np.concatenate((self.m, [2]))) | python | def c2r(self):
"""Get real matrix from complex one suitable for solving complex linear system with real solver.
For matrix :math:`M(i_1,j_1,\\ldots,i_d,j_d) = \\Re M + i\\Im M` returns (d+1)-dimensional matrix
:math:`\\tilde{M}(i_1,j_1,\\ldots,i_d,j_d,i_{d+1},j_{d+1})` of form
:math:`\\begin{bmatrix}\\Re M & -\\Im M \\\\ \\Im M & \\Re M \\end{bmatrix}`. This function
is useful for solving complex linear system :math:`\\mathcal{A}X = B` with real solver by
transforming it into
.. math::
\\begin{bmatrix}\\Re\\mathcal{A} & -\\Im\\mathcal{A} \\\\
\\Im\\mathcal{A} & \\Re\\mathcal{A} \\end{bmatrix}
\\begin{bmatrix}\\Re X \\\\ \\Im X\\end{bmatrix} =
\\begin{bmatrix}\\Re B \\\\ \\Im B\\end{bmatrix}.
"""
return matrix(a=self.tt.__complex_op('M'), n=_np.concatenate(
(self.n, [2])), m=_np.concatenate((self.m, [2]))) | [
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"... | Get real matrix from complex one suitable for solving complex linear system with real solver.
For matrix :math:`M(i_1,j_1,\\ldots,i_d,j_d) = \\Re M + i\\Im M` returns (d+1)-dimensional matrix
:math:`\\tilde{M}(i_1,j_1,\\ldots,i_d,j_d,i_{d+1},j_{d+1})` of form
:math:`\\begin{bmatrix}\\Re M & -\\Im M \\\\ \\Im M & \\Re M \\end{bmatrix}`. This function
is useful for solving complex linear system :math:`\\mathcal{A}X = B` with real solver by
transforming it into
.. math::
\\begin{bmatrix}\\Re\\mathcal{A} & -\\Im\\mathcal{A} \\\\
\\Im\\mathcal{A} & \\Re\\mathcal{A} \\end{bmatrix}
\\begin{bmatrix}\\Re X \\\\ \\Im X\\end{bmatrix} =
\\begin{bmatrix}\\Re B \\\\ \\Im B\\end{bmatrix}. | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/matrix.py#L142-L159 | train | Return real matrix from complex one suitable for solving complex linear system with real solver. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + chr(1200 - 1151) + chr(0b110010) + '\067', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + '\063' + chr(0b1100 + 0o46), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(9324 - 9213) + '\x31' + '\066' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + '\x33' + chr(0b110000) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(97 - 49) + '\157' + chr(50) + chr(2101 - 2046) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(0b1101111) + chr(0b10010 + 0o44) + chr(119 - 65), 0o10), nzTpIcepk0o8(chr(48) + chr(0b0 + 0o157) + '\x31' + chr(0b11 + 0o62) + chr(1990 - 1939), 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(111) + chr(0b110101), 15504 - 15496), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110100) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + chr(0b100100 + 0o113) + chr(0b110000 + 0o1) + chr(0b11000 + 0o30), 0b1000), nzTpIcepk0o8(chr(1301 - 1253) + chr(0b1011111 + 0o20) + '\x32' + chr(0b110010) + '\x33', 0o10), nzTpIcepk0o8(chr(594 - 546) + chr(0b100001 + 0o116) + '\061' + '\066' + chr(2459 - 2405), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1011 + 0o54) + chr(54), 50332 - 50324), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(111) + chr(2359 - 2310) + '\x30' + chr(55), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(1344 - 1295) + chr(0b101011 + 0o7), ord("\x08")), nzTpIcepk0o8(chr(1684 - 1636) + '\x6f' + chr(2397 - 2346) + chr(53) + chr(0b101101 + 0o11), 17061 - 17053), nzTpIcepk0o8('\060' + chr(0b100001 + 0o116) + '\063' + chr(0b110101) + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(4560 - 4449) + chr(1161 - 1112) + chr(0b1100 + 0o45) + chr(2359 - 2305), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(1881 - 1770) + '\061' + chr(52) + chr(68 - 18), 0o10), nzTpIcepk0o8('\060' + chr(111) + '\062' + chr(0b110010) + '\x35', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101000 + 0o7) + chr(0b100010 + 0o20) + chr(0b110111) + chr(208 - 154), 23769 - 23761), nzTpIcepk0o8(chr(364 - 316) + chr(0b1101111) + '\x33' + chr(0b101000 + 0o13) + '\x33', 0o10), nzTpIcepk0o8(chr(1883 - 1835) + chr(111) + chr(54) + chr(974 - 922), ord("\x08")), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\157' + chr(419 - 367) + '\067', 64240 - 64232), nzTpIcepk0o8(chr(2003 - 1955) + '\x6f' + chr(0b10011 + 0o36) + chr(0b110011) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + '\x33' + chr(51), 6378 - 6370), nzTpIcepk0o8('\x30' + chr(9812 - 9701) + '\063' + '\067' + chr(0b10001 + 0o37), 0o10), nzTpIcepk0o8(chr(715 - 667) + '\157' + chr(1716 - 1665) + chr(51) + '\067', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + chr(1936 - 1881) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(2370 - 2259) + '\067' + '\063', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1708 - 1657) + chr(1678 - 1630) + chr(0b110 + 0o56), 14783 - 14775), nzTpIcepk0o8(chr(662 - 614) + chr(0b1101111) + chr(54) + chr(48), 0o10), nzTpIcepk0o8(chr(1070 - 1022) + '\x6f' + '\x32' + chr(0b101 + 0o54) + chr(1326 - 1275), 0b1000), nzTpIcepk0o8(chr(1802 - 1754) + '\157' + chr(0b110001) + '\064' + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001) + chr(49), 0o10), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(6747 - 6636) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b100010 + 0o21) + '\062', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(781 - 730) + chr(1874 - 1821) + chr(233 - 182), 49488 - 49480), nzTpIcepk0o8('\x30' + chr(0b1101 + 0o142) + chr(50) + '\x32' + chr(0b110001 + 0o1), 63802 - 63794)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(10298 - 10187) + '\065' + '\060', 38829 - 38821)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'y'), '\x64' + chr(0b1100101) + chr(0b1000010 + 0o41) + chr(1717 - 1606) + '\x64' + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110) + chr(0b101101) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def dErjrUmJgQNj(hXMPsSrOQzbh):
return kcnyYx1RySWO(a=roI3spqORKae(hXMPsSrOQzbh.tt, roI3spqORKae(ES5oEprVxulp(b'\x08\x85\x17\xae\xd1F\x07`YW\xfc\x06'), '\x64' + chr(101) + '\143' + '\x6f' + chr(100) + '\145')(chr(0b1110101) + chr(116) + chr(0b1010111 + 0o17) + chr(45) + chr(0b11111 + 0o31)))(roI3spqORKae(ES5oEprVxulp(b'\x1a'), '\144' + chr(452 - 351) + chr(99) + '\x6f' + '\144' + chr(1081 - 980))('\x75' + chr(116) + chr(0b1100001 + 0o5) + chr(0b111 + 0o46) + '\x38')), n=roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'4\xb5\x1a\xa2\xddB\x0ek@|\xf6'), '\x64' + '\145' + chr(2409 - 2310) + '\157' + '\144' + chr(0b1001011 + 0o32))('\165' + chr(0b1101111 + 0o5) + chr(102) + chr(0b101101) + '\x38'))((roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x19\xb5.\xb9\xc9y\\rKI\xe1%'), chr(100) + chr(101) + chr(0b1100011) + '\157' + '\x64' + '\x65')('\x75' + chr(0b1110100) + chr(0b101110 + 0o70) + '\055' + '\070')), [nzTpIcepk0o8(chr(48) + '\x6f' + chr(387 - 337), 0b1000)])), m=roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'4\xb5\x1a\xa2\xddB\x0ek@|\xf6'), chr(100) + '\145' + chr(99) + chr(0b1101110 + 0o1) + chr(100) + '\x65')(chr(0b1000 + 0o155) + chr(0b1010111 + 0o35) + chr(0b10001 + 0o125) + '\055' + chr(0b111000)))((roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'#\x9cC\xf4\xd2G\x04KdF\xd5:'), '\144' + chr(0b100111 + 0o76) + '\x63' + chr(0b1100111 + 0o10) + chr(0b1011101 + 0o7) + chr(101))('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(2527 - 2471))), [nzTpIcepk0o8(chr(0b110000) + chr(0b1001010 + 0o45) + chr(50), 8)]))) |
oseledets/ttpy | tt/core/matrix.py | matrix.round | def round(self, eps=1e-14, rmax=100000):
""" Computes an approximation to a
TT-matrix in with accuracy EPS
"""
c = matrix()
c.tt = self.tt.round(eps, rmax)
c.n = self.n.copy()
c.m = self.m.copy()
return c | python | def round(self, eps=1e-14, rmax=100000):
""" Computes an approximation to a
TT-matrix in with accuracy EPS
"""
c = matrix()
c.tt = self.tt.round(eps, rmax)
c.n = self.n.copy()
c.m = self.m.copy()
return c | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/matrix.py#L317-L325 | train | Computes an approximation to a
TT - matrix in with accuracy eps | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(7858 - 7747) + chr(50) + '\065' + chr(0b100001 + 0o21), 0b1000), nzTpIcepk0o8('\060' + chr(0b111000 + 0o67) + '\x31' + '\x30' + chr(0b110000), 63526 - 63518), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(49) + chr(1663 - 1614), 52735 - 52727), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\060' + '\066', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\063' + chr(0b110111), 34641 - 34633), nzTpIcepk0o8(chr(880 - 832) + '\x6f' + chr(1295 - 1244) + chr(0b110100) + '\x34', 59967 - 59959), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(631 - 520) + '\x33' + chr(1768 - 1719) + chr(986 - 937), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(281 - 232) + chr(53), 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1101111) + '\x32' + chr(0b101011 + 0o6) + chr(279 - 229), 0o10), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b11011 + 0o124) + chr(50) + chr(0b100100 + 0o15) + chr(54), 0o10), nzTpIcepk0o8(chr(2178 - 2130) + chr(111) + chr(0b110001) + chr(0b110101) + chr(469 - 414), 61731 - 61723), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + '\x33' + chr(997 - 943), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(652 - 602) + chr(2124 - 2076) + chr(587 - 532), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101010 + 0o7) + '\x33' + '\065', 6001 - 5993), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1772 - 1722) + chr(0b1110 + 0o42) + chr(1800 - 1746), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\066' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(834 - 786) + '\x6f' + chr(51) + chr(0b1001 + 0o53) + chr(0b110100), 8), nzTpIcepk0o8(chr(0b1111 + 0o41) + '\157' + '\x34', 2884 - 2876), nzTpIcepk0o8(chr(0b110000) + chr(0b101110 + 0o101) + chr(0b10110 + 0o34) + chr(54) + chr(0b110001), 54245 - 54237), nzTpIcepk0o8(chr(2204 - 2156) + chr(0b1101111) + '\063' + chr(50) + '\064', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + chr(48), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(2192 - 2141) + chr(2626 - 2571) + chr(0b110100), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b100100 + 0o16) + chr(0b110011) + chr(150 - 96), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(51) + chr(900 - 845), ord("\x08")), nzTpIcepk0o8(chr(2292 - 2244) + chr(111) + chr(1118 - 1069) + chr(0b110100) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(1728 - 1680) + '\x6f' + '\x31' + chr(48) + chr(48), 8), nzTpIcepk0o8(chr(427 - 379) + '\157' + chr(0b110010) + chr(1975 - 1921) + '\061', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(51) + '\x34' + chr(53), 3533 - 3525), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1100011 + 0o14) + '\062' + chr(55) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1650 - 1601) + chr(0b100000 + 0o20) + chr(0b101011 + 0o11), 28423 - 28415), nzTpIcepk0o8('\x30' + chr(2955 - 2844) + chr(54) + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10000 + 0o43) + chr(51) + '\065', 154 - 146), nzTpIcepk0o8(chr(173 - 125) + chr(0b1100101 + 0o12) + '\061' + chr(0b110000) + '\065', 0o10), nzTpIcepk0o8(chr(0b10011 + 0o35) + '\157' + chr(51) + '\067' + chr(153 - 103), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10010 + 0o37) + chr(1505 - 1453) + chr(52), 0b1000), nzTpIcepk0o8(chr(515 - 467) + '\157' + chr(0b110001) + chr(760 - 707), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + '\x36' + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(0b1001 + 0o50) + chr(50), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b111100 + 0o63) + chr(0b110001) + '\x37' + chr(709 - 660), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(10444 - 10333) + chr(51) + '\x34' + chr(0b110011), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\157' + chr(0b11001 + 0o34) + chr(0b100101 + 0o13), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x84'), chr(0b1100100) + chr(0b101100 + 0o71) + chr(99) + '\157' + chr(6622 - 6522) + '\145')(chr(117) + '\x74' + chr(5892 - 5790) + '\x2d' + chr(427 - 371)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def sOS7b2Ofrbne(hXMPsSrOQzbh, IEvDzBqncWsk=1e-14, EKpVm60OBj4p=nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1158 - 1107) + chr(1459 - 1411) + '\063' + chr(50) + chr(425 - 373) + chr(0b110000), 0o10)):
teUmM7cKWZUa = kcnyYx1RySWO()
teUmM7cKWZUa.RuxMtHuKbM7x = hXMPsSrOQzbh.tt.round(IEvDzBqncWsk, EKpVm60OBj4p)
teUmM7cKWZUa.NoZxuO7wjArS = hXMPsSrOQzbh.n.copy()
teUmM7cKWZUa.tF75nqoNENFL = hXMPsSrOQzbh.m.copy()
return teUmM7cKWZUa |
oseledets/ttpy | tt/core/matrix.py | matrix.copy | def copy(self):
""" Creates a copy of the TT-matrix """
c = matrix()
c.tt = self.tt.copy()
c.n = self.n.copy()
c.m = self.m.copy()
return c | python | def copy(self):
""" Creates a copy of the TT-matrix """
c = matrix()
c.tt = self.tt.copy()
c.n = self.n.copy()
c.m = self.m.copy()
return c | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/matrix.py#L327-L333 | train | Creates a copy of the TT - matrix | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(5140 - 5029) + chr(51) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + '\061' + '\061' + chr(53), 0b1000), nzTpIcepk0o8(chr(138 - 90) + '\x6f' + '\063' + '\x31' + chr(48), 0o10), nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + chr(0b100000 + 0o22) + chr(0b110001) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101111) + '\x33' + chr(207 - 157) + '\x35', 56896 - 56888), nzTpIcepk0o8('\060' + chr(0b1 + 0o156) + '\x31' + chr(52) + '\x31', 0o10), nzTpIcepk0o8(chr(1448 - 1400) + '\157' + chr(0b110011) + chr(49), 54950 - 54942), nzTpIcepk0o8('\060' + chr(505 - 394) + '\x34' + chr(53), 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + '\x6f' + chr(0b110101) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(12307 - 12196) + '\x33' + '\066' + '\x33', 32335 - 32327), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1101111) + '\x33' + chr(0b110001) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50) + chr(49) + chr(786 - 734), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + chr(358 - 307) + '\063', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11111 + 0o24) + chr(0b110011) + '\x37', 58181 - 58173), nzTpIcepk0o8(chr(1565 - 1517) + chr(0b1101111) + '\061' + chr(456 - 404) + chr(50), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10000 + 0o42) + chr(51), 0o10), nzTpIcepk0o8(chr(1931 - 1883) + chr(0b11001 + 0o126) + '\062' + '\x30' + chr(0b101111 + 0o4), 0o10), nzTpIcepk0o8('\x30' + chr(10803 - 10692) + chr(2054 - 2004) + chr(49) + chr(0b101111 + 0o1), 17832 - 17824), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + '\x36' + chr(2678 - 2625), ord("\x08")), nzTpIcepk0o8(chr(614 - 566) + chr(111) + chr(51) + chr(0b11100 + 0o30) + '\060', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(1193 - 1142) + chr(53) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(1801 - 1753) + chr(111) + chr(0b101110 + 0o3) + chr(0b110110) + chr(0b101001 + 0o10), 0o10), nzTpIcepk0o8('\060' + chr(3963 - 3852) + '\061' + '\060' + '\061', 0o10), nzTpIcepk0o8(chr(1856 - 1808) + '\x6f' + chr(0b110011) + chr(0b110001) + '\062', 8), nzTpIcepk0o8(chr(448 - 400) + chr(0b1101111) + '\065' + '\x30', 48468 - 48460), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(111) + '\x35' + chr(0b110111), 20459 - 20451), nzTpIcepk0o8(chr(48) + '\157' + chr(49) + chr(2117 - 2063) + chr(0b11000 + 0o35), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1725 - 1676) + chr(0b110001) + chr(1905 - 1852), 8), nzTpIcepk0o8(chr(0b1000 + 0o50) + '\x6f' + chr(0b110010) + chr(55) + chr(0b110100), 589 - 581), nzTpIcepk0o8('\x30' + chr(0b110001 + 0o76) + chr(0b101110 + 0o5) + chr(49) + chr(55), 64407 - 64399), nzTpIcepk0o8(chr(48) + chr(0b1101111 + 0o0) + chr(1827 - 1777) + chr(0b110010) + chr(2621 - 2566), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + '\x32' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b101110 + 0o2) + '\x6f' + chr(51) + '\x33' + chr(52), 26487 - 26479), nzTpIcepk0o8('\060' + '\157' + chr(0b100100 + 0o16) + '\065', 8100 - 8092), nzTpIcepk0o8(chr(456 - 408) + chr(0b1000000 + 0o57) + chr(0b100110 + 0o13) + chr(0b110010 + 0o3) + chr(0b110001 + 0o4), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(0b110001 + 0o0) + '\x35', 8), nzTpIcepk0o8(chr(48) + chr(10800 - 10689) + chr(54) + chr(53), 7276 - 7268), nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + chr(89 - 40) + chr(0b110011) + chr(0b10011 + 0o40), 0b1000), nzTpIcepk0o8(chr(918 - 870) + '\x6f' + chr(50) + chr(51) + chr(55), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1864 - 1816) + '\x6f' + chr(0b110101) + chr(48), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'6'), '\x64' + '\145' + '\143' + chr(111) + '\144' + chr(6557 - 6456))(chr(0b1000011 + 0o62) + '\164' + chr(3542 - 3440) + '\x2d' + chr(1426 - 1370)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def aZTCj4v5QdfO(hXMPsSrOQzbh):
teUmM7cKWZUa = kcnyYx1RySWO()
teUmM7cKWZUa.RuxMtHuKbM7x = hXMPsSrOQzbh.tt.copy()
teUmM7cKWZUa.NoZxuO7wjArS = hXMPsSrOQzbh.n.copy()
teUmM7cKWZUa.tF75nqoNENFL = hXMPsSrOQzbh.m.copy()
return teUmM7cKWZUa |
oseledets/ttpy | tt/core/matrix.py | matrix.full | def full(self):
""" Transforms a TT-matrix into a full matrix"""
N = self.n.prod()
M = self.m.prod()
a = self.tt.full()
d = self.tt.d
sz = _np.vstack((self.n, self.m)).flatten('F')
a = a.reshape(sz, order='F')
# Design a permutation
prm = _np.arange(2 * d)
prm = prm.reshape((d, 2), order='F')
prm = prm.transpose()
prm = prm.flatten('F')
# Get the inverse permutation
iprm = [0] * (2 * d)
for i in xrange(2 * d):
iprm[prm[i]] = i
a = a.transpose(iprm).reshape(N, M, order='F')
a = a.reshape(N, M)
return a | python | def full(self):
""" Transforms a TT-matrix into a full matrix"""
N = self.n.prod()
M = self.m.prod()
a = self.tt.full()
d = self.tt.d
sz = _np.vstack((self.n, self.m)).flatten('F')
a = a.reshape(sz, order='F')
# Design a permutation
prm = _np.arange(2 * d)
prm = prm.reshape((d, 2), order='F')
prm = prm.transpose()
prm = prm.flatten('F')
# Get the inverse permutation
iprm = [0] * (2 * d)
for i in xrange(2 * d):
iprm[prm[i]] = i
a = a.transpose(iprm).reshape(N, M, order='F')
a = a.reshape(N, M)
return a | [
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"matrix"
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/matrix.py#L355-L374 | train | Transforms a TT - matrix into a full matrix | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(967 - 919) + chr(0b1101111) + '\062' + chr(984 - 932) + chr(0b1010 + 0o52), 0o10), nzTpIcepk0o8(chr(1033 - 985) + chr(0b1101111) + '\x32' + chr(0b110111) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(252 - 141) + chr(0b11110 + 0o23) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(10124 - 10013) + chr(0b110010) + chr(1027 - 974) + chr(1922 - 1871), 0b1000), nzTpIcepk0o8('\060' + chr(0b1011010 + 0o25) + chr(1671 - 1616) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(734 - 686) + chr(9557 - 9446) + chr(623 - 574) + '\062' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(11816 - 11705) + '\067' + chr(67 - 14), ord("\x08")), nzTpIcepk0o8(chr(789 - 741) + '\x6f' + '\x31' + '\067', ord("\x08")), nzTpIcepk0o8(chr(1015 - 967) + chr(5040 - 4929) + '\x31' + '\x30' + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1964 - 1913) + '\x34' + '\062', 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(2154 - 2043) + '\x32' + chr(908 - 858) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + chr(53 - 5) + chr(0b11110 + 0o26), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\061', ord("\x08")), nzTpIcepk0o8(chr(901 - 853) + '\157' + chr(49) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + chr(10284 - 10173) + '\x36' + '\060', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(54) + chr(0b11010 + 0o32), ord("\x08")), nzTpIcepk0o8(chr(2159 - 2111) + '\x6f' + '\062' + chr(0b110010) + '\x36', 44891 - 44883), nzTpIcepk0o8('\060' + chr(2545 - 2434) + '\063' + chr(55) + chr(0b1110 + 0o50), 31773 - 31765), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(1012 - 963) + '\067', 32433 - 32425), nzTpIcepk0o8(chr(119 - 71) + '\157' + '\063' + chr(50) + chr(0b11101 + 0o25), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b0 + 0o61) + '\x37', 8), nzTpIcepk0o8(chr(2290 - 2242) + chr(4676 - 4565) + chr(49) + '\x34', 41778 - 41770), nzTpIcepk0o8('\060' + chr(111) + '\061' + chr(0b11111 + 0o21) + chr(1764 - 1716), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1100001 + 0o16) + chr(50) + '\066' + chr(1017 - 963), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(53) + chr(55), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\066' + '\x36', 55713 - 55705), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + '\061' + chr(0b1000 + 0o55) + chr(0b10 + 0o57), 36191 - 36183), nzTpIcepk0o8(chr(1294 - 1246) + chr(0b1101111) + chr(0b11100 + 0o25) + '\067' + chr(0b100110 + 0o17), ord("\x08")), nzTpIcepk0o8(chr(1704 - 1656) + chr(0b111111 + 0o60) + chr(1719 - 1668) + chr(54) + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(2349 - 2299) + '\x36' + chr(0b110110), 8), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(9642 - 9531) + '\063' + chr(50), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(2835 - 2724) + '\067' + '\x34', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\063' + chr(2369 - 2320) + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\066' + chr(0b1100 + 0o52), 8), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(1452 - 1404) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(1104 - 1056) + chr(0b1000100 + 0o53) + chr(0b110001) + chr(55), 8), nzTpIcepk0o8(chr(1473 - 1425) + chr(0b1101111) + chr(1862 - 1813) + chr(1627 - 1573) + '\065', 0b1000), nzTpIcepk0o8('\x30' + chr(8939 - 8828) + chr(436 - 385) + chr(0b110100) + chr(53), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x31' + '\064' + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\061' + '\063' + chr(50), 32922 - 32914)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1187 - 1139) + '\157' + chr(53) + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x8a'), '\144' + chr(0b1000001 + 0o44) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(10259 - 10143) + chr(0b1100110) + chr(0b10011 + 0o32) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def FQnMqH8X9LID(hXMPsSrOQzbh):
UtB2m8Xmgf5k = hXMPsSrOQzbh.n.prod()
lY8v4DfEhTNv = hXMPsSrOQzbh.m.prod()
AQ9ceR9AaoT1 = hXMPsSrOQzbh.tt.FQnMqH8X9LID()
vPPlOXQgR3SM = hXMPsSrOQzbh.tt.vPPlOXQgR3SM
G4U5vqz_1g79 = uooDotmTYEgP.vstack((hXMPsSrOQzbh.n, hXMPsSrOQzbh.m)).flatten(roI3spqORKae(ES5oEprVxulp(b'\xe2'), '\144' + '\145' + '\x63' + chr(111) + '\144' + chr(0b1100101))(chr(0b11011 + 0o132) + chr(9218 - 9102) + chr(2100 - 1998) + chr(49 - 4) + chr(0b11001 + 0o37)))
AQ9ceR9AaoT1 = AQ9ceR9AaoT1.reshape(G4U5vqz_1g79, order=roI3spqORKae(ES5oEprVxulp(b'\xe2'), chr(0b1001010 + 0o32) + chr(101) + chr(922 - 823) + '\157' + '\x64' + chr(0b110101 + 0o60))('\165' + chr(3054 - 2938) + chr(4654 - 4552) + chr(45) + '\070'))
lKJKNxKgqr1F = uooDotmTYEgP.chmI_GMU_sEi(nzTpIcepk0o8('\060' + chr(111) + chr(0b110010), ord("\x08")) * vPPlOXQgR3SM)
lKJKNxKgqr1F = lKJKNxKgqr1F.reshape((vPPlOXQgR3SM, nzTpIcepk0o8(chr(0b1 + 0o57) + chr(0b1101101 + 0o2) + '\x32', 8)), order=roI3spqORKae(ES5oEprVxulp(b'\xe2'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + '\x64' + chr(2782 - 2681))(chr(0b1110101) + chr(116) + chr(0b1010111 + 0o17) + chr(1444 - 1399) + chr(0b111000)))
lKJKNxKgqr1F = lKJKNxKgqr1F.transpose()
lKJKNxKgqr1F = lKJKNxKgqr1F.flatten(roI3spqORKae(ES5oEprVxulp(b'\xe2'), chr(0b1010001 + 0o23) + chr(101) + '\x63' + '\157' + chr(6145 - 6045) + chr(8129 - 8028))('\x75' + '\164' + chr(102) + chr(0b101101) + chr(56)))
z48aB2jR0KAp = [nzTpIcepk0o8(chr(0b110000) + chr(8147 - 8036) + chr(0b110000), 0b1000)] * (nzTpIcepk0o8(chr(1541 - 1493) + '\157' + chr(849 - 799), 8) * vPPlOXQgR3SM)
for ZlbFMSG8gCoF in zBiXJ6gPq38D(nzTpIcepk0o8(chr(0b110000) + chr(11006 - 10895) + '\062', 8) * vPPlOXQgR3SM):
z48aB2jR0KAp[lKJKNxKgqr1F[ZlbFMSG8gCoF]] = ZlbFMSG8gCoF
AQ9ceR9AaoT1 = AQ9ceR9AaoT1.transpose(z48aB2jR0KAp).reshape(UtB2m8Xmgf5k, lY8v4DfEhTNv, order=roI3spqORKae(ES5oEprVxulp(b'\xe2'), '\x64' + '\x65' + chr(0b11110 + 0o105) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(9560 - 9443) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))
AQ9ceR9AaoT1 = AQ9ceR9AaoT1.reshape(UtB2m8Xmgf5k, lY8v4DfEhTNv)
return AQ9ceR9AaoT1 |
oseledets/ttpy | tt/amen/amen_mv.py | _svdgram | def _svdgram(A, tol=None, tol2=1e-7):
''' Highly experimental acceleration of SVD/QR using Gram matrix.
Use with caution for m>>n only!
function [u,s,r]=_svdgram(A,[tol])
u is the left singular factor of A,
s is the singular values (vector!),
r has the meaning of diag(s)*v'.
if tol is given, performs the truncation with Fro-threshold.
'''
R2 = _np.dot(_tconj(A), A)
[u, s, vt] = _np.linalg.svd(R2, full_matrices=False)
u = _np.dot(A, _tconj(vt))
s = (u**2).sum(axis=0)
s = s ** 0.5
if tol is not None:
p = _my_chop2(s, _np.linalg.norm(s) * tol)
u = u[:, :p]
s = s[:p]
vt = vt[:p, :]
tmp = _spdiags(1. / s, 0, len(s), len(s)).todense()
tmp = _np.array(tmp)
u = _np.dot(u, tmp)
r = _np.dot(_np.diag(s), vt)
# Run chol for reortogonalization.
# It will stop if the matrix will be singular.
# Fortunately, it means rank truncation with eps in our business.
if (s[0] / s[-1] > 1. / tol2):
p = 1
while (p > 0):
R2 = _np.dot(_tconj(u), u)
#[u_r2, s_r2, vt_r2] = _np.linalg.svd(R2) # in matlab [R, p] = chol(a) - here is a *dirty* patch
#p = s_r2[s_r2 > eps].size
#R2 = R2[:p, :p]
R = _cholesky(R2, lower=True)
if (p > 0):
u = u[:, :p]
s = s[:p]
r = r[:p, :]
iR = _np.linalg.inv(R)
u = _np.dot(u, iR)
r = _np.dot(R, r)
return u, s, r | python | def _svdgram(A, tol=None, tol2=1e-7):
''' Highly experimental acceleration of SVD/QR using Gram matrix.
Use with caution for m>>n only!
function [u,s,r]=_svdgram(A,[tol])
u is the left singular factor of A,
s is the singular values (vector!),
r has the meaning of diag(s)*v'.
if tol is given, performs the truncation with Fro-threshold.
'''
R2 = _np.dot(_tconj(A), A)
[u, s, vt] = _np.linalg.svd(R2, full_matrices=False)
u = _np.dot(A, _tconj(vt))
s = (u**2).sum(axis=0)
s = s ** 0.5
if tol is not None:
p = _my_chop2(s, _np.linalg.norm(s) * tol)
u = u[:, :p]
s = s[:p]
vt = vt[:p, :]
tmp = _spdiags(1. / s, 0, len(s), len(s)).todense()
tmp = _np.array(tmp)
u = _np.dot(u, tmp)
r = _np.dot(_np.diag(s), vt)
# Run chol for reortogonalization.
# It will stop if the matrix will be singular.
# Fortunately, it means rank truncation with eps in our business.
if (s[0] / s[-1] > 1. / tol2):
p = 1
while (p > 0):
R2 = _np.dot(_tconj(u), u)
#[u_r2, s_r2, vt_r2] = _np.linalg.svd(R2) # in matlab [R, p] = chol(a) - here is a *dirty* patch
#p = s_r2[s_r2 > eps].size
#R2 = R2[:p, :p]
R = _cholesky(R2, lower=True)
if (p > 0):
u = u[:, :p]
s = s[:p]
r = r[:p, :]
iR = _np.linalg.inv(R)
u = _np.dot(u, iR)
r = _np.dot(R, r)
return u, s, r | [
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Use with caution for m>>n only!
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u is the left singular factor of A,
s is the singular values (vector!),
r has the meaning of diag(s)*v'.
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"... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/amen/amen_mv.py#L29-L74 | train | Highly experimental acceleration of SVD / QR using Gram matrix. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\x30' + chr(1139 - 1028) + chr(0b1011 + 0o50) + '\064' + chr(1042 - 992), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(607 - 557) + chr(2024 - 1974), 0b1000), nzTpIcepk0o8(chr(1049 - 1001) + chr(111) + chr(49) + '\x31' + '\065', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + '\064' + chr(0b11000 + 0o36), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + '\066' + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(922 - 872) + chr(0b110011) + '\060', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\x32' + chr(173 - 125) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(2421 - 2370) + chr(49) + chr(433 - 385), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100101 + 0o12) + '\061' + chr(54) + '\x36', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(51) + chr(868 - 820) + chr(0b10100 + 0o43), ord("\x08")), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b101011 + 0o104) + chr(0b110001) + chr(0b110000) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b10101 + 0o132) + '\x35' + chr(0b10011 + 0o37), 64008 - 64000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(4013 - 3902) + '\x31' + chr(0b110010) + '\x32', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b101010 + 0o10) + chr(2281 - 2229) + '\065', 0o10), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(5249 - 5138) + chr(1707 - 1657) + chr(50) + chr(54), 1476 - 1468), nzTpIcepk0o8('\x30' + chr(0b101111 + 0o100) + chr(729 - 675) + chr(0b1000 + 0o50), 0o10), nzTpIcepk0o8(chr(2024 - 1976) + chr(0b1101111) + chr(49) + chr(0b11101 + 0o31) + '\x30', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + chr(0b110001 + 0o6) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101000 + 0o7) + chr(51) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1055 - 1004) + chr(241 - 188) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11011 + 0o124) + chr(0b110011) + '\x33' + chr(2314 - 2262), 51912 - 51904), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110000), 28234 - 28226), nzTpIcepk0o8(chr(2120 - 2072) + chr(0b1011000 + 0o27) + '\062' + chr(52) + chr(1669 - 1619), 0o10), nzTpIcepk0o8(chr(1532 - 1484) + '\157' + '\061' + chr(1106 - 1052), 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b100100 + 0o113) + chr(584 - 534) + '\x34' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(53) + '\067', 0o10), nzTpIcepk0o8(chr(527 - 479) + chr(0b11100 + 0o123) + '\063' + '\x34' + chr(0b110001), 0o10), nzTpIcepk0o8(chr(198 - 150) + '\157' + chr(0b101100 + 0o7) + '\067' + chr(1269 - 1221), 0o10), nzTpIcepk0o8(chr(451 - 403) + chr(111) + '\063' + chr(0b110001) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(0b110001) + chr(54), 52490 - 52482), nzTpIcepk0o8('\060' + chr(8403 - 8292) + chr(0b1000 + 0o52) + chr(0b110100) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + '\065' + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + '\x34' + '\064', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + '\x34', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\063' + '\x31' + chr(894 - 846), 8), nzTpIcepk0o8(chr(524 - 476) + chr(9467 - 9356) + '\063' + '\x31' + chr(0b1100 + 0o45), 19748 - 19740), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110000), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\064', ord("\x08")), nzTpIcepk0o8(chr(2075 - 2027) + chr(0b1101111) + chr(0b1 + 0o60) + chr(0b110111), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b11101 + 0o122) + '\x35' + chr(48), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'5'), '\x64' + chr(0b1100101) + chr(0b100110 + 0o75) + '\x6f' + chr(0b1011001 + 0o13) + chr(101))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def _18Ou6wrwR7a(MbjAvyP4Qyak, SbzLZQEjyfWL=None, lWhhJEF2Pa3X=1e-07):
llNw_qfQ9Hxs = uooDotmTYEgP.dot(rlqSDTf7PzO5(MbjAvyP4Qyak), MbjAvyP4Qyak)
[GRbsaHW8BT5I, PmE5_h409JAA, FJ4LhkDEAsaV] = uooDotmTYEgP.linalg.svd(llNw_qfQ9Hxs, full_matrices=nzTpIcepk0o8(chr(0b110000) + chr(3537 - 3426) + chr(0b11 + 0o55), 8))
GRbsaHW8BT5I = uooDotmTYEgP.dot(MbjAvyP4Qyak, rlqSDTf7PzO5(FJ4LhkDEAsaV))
PmE5_h409JAA = (GRbsaHW8BT5I ** nzTpIcepk0o8(chr(0b10111 + 0o31) + '\x6f' + '\062', 0b1000)).oclC8DLjA_lV(axis=nzTpIcepk0o8('\060' + '\x6f' + chr(0b110000), 8))
PmE5_h409JAA = PmE5_h409JAA ** 0.5
if SbzLZQEjyfWL is not None:
fSdw5wwLo9MO = gin2TM8omp5W(PmE5_h409JAA, uooDotmTYEgP.linalg.xBFFJFaziFDU(PmE5_h409JAA) * SbzLZQEjyfWL)
GRbsaHW8BT5I = GRbsaHW8BT5I[:, :fSdw5wwLo9MO]
PmE5_h409JAA = PmE5_h409JAA[:fSdw5wwLo9MO]
FJ4LhkDEAsaV = FJ4LhkDEAsaV[:fSdw5wwLo9MO, :]
PT32xG247TS3 = s6REKN8Em7sr(1.0 / PmE5_h409JAA, nzTpIcepk0o8(chr(1372 - 1324) + chr(111) + chr(48), 8), ftfygxgFas5X(PmE5_h409JAA), ftfygxgFas5X(PmE5_h409JAA)).todense()
PT32xG247TS3 = uooDotmTYEgP.Tn6rGr7XTM7t(PT32xG247TS3)
GRbsaHW8BT5I = uooDotmTYEgP.dot(GRbsaHW8BT5I, PT32xG247TS3)
LCrwg7lcbmU9 = uooDotmTYEgP.dot(uooDotmTYEgP.diag(PmE5_h409JAA), FJ4LhkDEAsaV)
if PmE5_h409JAA[nzTpIcepk0o8(chr(48) + chr(10570 - 10459) + chr(48), 8)] / PmE5_h409JAA[-nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(111) + '\x31', ord("\x08"))] > 1.0 / lWhhJEF2Pa3X:
fSdw5wwLo9MO = nzTpIcepk0o8(chr(48) + chr(8738 - 8627) + chr(0b0 + 0o61), 8)
while fSdw5wwLo9MO > nzTpIcepk0o8(chr(48) + chr(0b1101 + 0o142) + chr(2059 - 2011), 8):
llNw_qfQ9Hxs = uooDotmTYEgP.dot(rlqSDTf7PzO5(GRbsaHW8BT5I), GRbsaHW8BT5I)
stVGsv3MKjDy = U2C1iAUdV_Wo(llNw_qfQ9Hxs, lower=nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(111) + chr(0b1010 + 0o47), 8))
if fSdw5wwLo9MO > nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(984 - 936), 8):
GRbsaHW8BT5I = GRbsaHW8BT5I[:, :fSdw5wwLo9MO]
PmE5_h409JAA = PmE5_h409JAA[:fSdw5wwLo9MO]
LCrwg7lcbmU9 = LCrwg7lcbmU9[:fSdw5wwLo9MO, :]
FlepiLGCtiki = uooDotmTYEgP.linalg.inv(stVGsv3MKjDy)
GRbsaHW8BT5I = uooDotmTYEgP.dot(GRbsaHW8BT5I, FlepiLGCtiki)
LCrwg7lcbmU9 = uooDotmTYEgP.dot(stVGsv3MKjDy, LCrwg7lcbmU9)
return (GRbsaHW8BT5I, PmE5_h409JAA, LCrwg7lcbmU9) |
oseledets/ttpy | tt/amen/amen_mv.py | amen_mv | def amen_mv(A, x, tol, y=None, z=None, nswp=20, kickrank=4,
kickrank2=0, verb=True, init_qr=True, renorm='direct', fkick=False):
'''
Approximate the matrix-by-vector via the AMEn iteration
[y,z]=amen_mv(A, x, tol, varargin)
Attempts to approximate the y = A*x
with accuracy TOL using the AMEn+ALS iteration.
Matrix A has to be given in the TT-format, right-hand side x should be
given in the TT-format also.
Options are provided in form
'PropertyName1',PropertyValue1,'PropertyName2',PropertyValue2 and so
on. The parameters are set to default (in brackets in the following)
The list of option names and default values are:
o y0 - initial approximation to Ax [rand rank-2]
o nswp - maximal number of sweeps [20]
o verb - verbosity level, 0-silent, 1-sweep info, 2-block info [1]
o kickrank - compression rank of the error,
i.e. enrichment size [3]
o init_qr - perform QR of the input (save some time in ts, etc) [true]
o renorm - Orthog. and truncation methods: direct (svd,qr) or gram
(apply svd to the gram matrix, faster for m>>n) [direct]
o fkick - Perform solution enrichment during forward sweeps [false]
(rather questionable yet; false makes error higher, but "better
structured": it does not explode in e.g. subsequent matvecs)
o z0 - initial approximation to the error Ax-y [rand rank-kickrank]
********
For description of adaptive ALS please see
Sergey V. Dolgov, Dmitry V. Savostyanov,
Alternating minimal energy methods for linear systems in higher dimensions.
Part I: SPD systems, http://arxiv.org/abs/1301.6068,
Part II: Faster algorithm and application to nonsymmetric systems, http://arxiv.org/abs/1304.1222
Use {sergey.v.dolgov, dmitry.savostyanov}@gmail.com for feedback
********
'''
if renorm is 'gram':
print("Not implemented yet. Renorm is switched to 'direct'")
renorm = 'direct'
if isinstance(x, _tt.vector):
d = x.d
m = x.n
rx = x.r
x = _tt.vector.to_list(x)
vectype = 1 # tt_tensor
elif isinstance(x, list):
d = len(x)
m = _np.zeros(d)
rx = _np.ones(d + 1, dtype=_np.int32)
for i in xrange(d):
[_, m[i], rx[i + 1]] = x[i].shape
vectype = 0 # cell
else:
raise Exception('x: use tt.tensor or list of cores as numpy.arrays')
if isinstance(A, _tt.matrix):
n = A.n
ra = A.tt.r
A = _tt.matrix.to_list(A)
# prepare A for fast ALS-mv
for i in xrange(d):
A[i] = _reshape(A[i], (ra[i] * n[i], m[i] * ra[i + 1]))
atype = 1 # tt_matrix
# Alternative: A is a cell of cell: sparse canonical format
elif isinstance(A, list):
n = _np.zeros(d)
for i in xrange(d):
n[i] = A[i][0].shape[0]
ra = len(A[0])
atype = 0 # cell
else:
raise Exception('A: use tt.matrix or list of cores as numpy.arrays')
if y is None:
y = _tt.rand(n, d, 2)
y = _tt.vector.to_list(y)
else:
if isinstance(y, _tt.vector):
y = _tt.vector.to_list(y)
ry = _np.ones(d + 1, dtype=_np.int32)
for i in range(d):
ry[i + 1] = y[i].shape[2]
if (kickrank + kickrank2 > 0):
if z is None:
z = _tt.rand(n, d, kickrank + kickrank2)
rz = z.r
z = _tt.vector.to_list(z)
else:
if isinstance(z, _tt.vector):
z = _tt.vector.to_list(z)
rz = _np.ones(d + 1, dtype=_np.int32)
for i in range(d):
rz[i + 1] = z[i].shape[2]
phizax = [None] * (d + 1) # cell(d+1,1);
if (atype == 1):
phizax[0] = _np.ones((1, 1, 1)) # 1
phizax[d] = _np.ones((1, 1, 1)) # 1
else:
phizax[0] = _np.ones((1, ra)) # 33
phizax[d] = _np.ones((1, ra))
phizy = [None] * (d + 1)
phizy[0] = _np.ones((1)) # , 1))
phizy[d] = _np.ones((1)) # , 1))
phiyax = [None] * (d + 1)
if (atype == 1):
phiyax[0] = _np.ones((1, 1, 1)) # 1
phiyax[d] = _np.ones((1, 1, 1)) # 1
else:
phiyax[0] = _np.ones((1, ra)) # 3
phiyax[d] = _np.ones((1, ra))
nrms = _np.ones(d)
# Initial ort
for i in range(d - 1):
if init_qr:
cr = _reshape(y[i], (ry[i] * n[i], ry[i + 1]))
if (renorm is 'gram') and (ry[i] * n[i] > 5 * ry[i + 1]):
[cr, s, R] = _svdgram(cr)
else:
[cr, R] = _np.linalg.qr(cr)
nrmr = _np.linalg.norm(R) # , 'fro')
if (nrmr > 0):
R = R / nrmr
cr2 = _reshape(y[i + 1], (ry[i + 1], n[i + 1] * ry[i + 2]))
cr2 = _np.dot(R, cr2)
ry[i + 1] = cr.shape[1]
y[i] = _reshape(cr, (ry[i], n[i], ry[i + 1]))
y[i + 1] = _reshape(cr2, (ry[i + 1], n[i + 1], ry[i + 2]))
[phiyax[i + 1], nrms[i]
] = _compute_next_Phi(phiyax[i], y[i], x[i], 'lr', A[i])
if (kickrank + kickrank2 > 0):
cr = _reshape(z[i], (rz[i] * n[i], rz[i + 1]))
if (renorm == 'gram') and (rz[i] * n[i] > 5 * rz[i + 1]):
[cr, s, R] = _svdgram(cr)
else:
[cr, R] = _np.linalg.qr(cr)
nrmr = _np.linalg.norm(R) # , 'fro')
if (nrmr > 0):
R = R / nrmr
cr2 = _reshape(z[i + 1], (rz[i + 1], n[i + 1] * rz[i + 2]))
cr2 = _np.dot(R, cr2)
rz[i + 1] = cr.shape[1]
z[i] = _reshape(cr, (rz[i], n[i], rz[i + 1]))
z[i + 1] = _reshape(cr2, (rz[i + 1], n[i + 1], rz[i + 2]))
phizax[
i +
1] = _compute_next_Phi(
phizax[i],
z[i],
x[i],
'lr',
A[i],
nrms[i],
return_norm=False)
phizy[
i +
1] = _compute_next_Phi(
phizy[i],
z[i],
y[i],
'lr',
return_norm=False)
i = d - 1
direct = -1
swp = 1
max_dx = 0
while swp <= nswp:
# Project the MatVec generating vector
crx = _reshape(x[i], (rx[i] * m[i] * rx[i + 1], 1))
cry = _bfun3(phiyax[i], A[i], phiyax[i + 1], crx)
nrms[i] = _np.linalg.norm(cry) # , 'fro')
# The main goal is to keep y[i] of norm 1
if (nrms[i] > 0):
cry = cry / nrms[i]
else:
nrms[i] = 1
y[i] = _reshape(y[i], (ry[i] * n[i] * ry[i + 1], 1))
dx = _np.linalg.norm(cry - y[i])
max_dx = max(max_dx, dx)
# Truncation and enrichment
if ((direct > 0) and (i < d - 1)): # ?? i<d
cry = _reshape(cry, (ry[i] * n[i], ry[i + 1]))
if (renorm == 'gram'):
[u, s, v] = _svdgram(cry, tol / d**0.5)
v = v.T
r = u.shape[1]
else:
[u, s, vt] = _np.linalg.svd(cry, full_matrices=False)
#s = diag(s)
r = _my_chop2(s, tol * _np.linalg.norm(s) / d**0.5)
u = u[:, :r]
# ????? s - matrix or vector
v = _np.dot(_tconj(vt[:r, :]), _np.diag(s[:r]))
# Prepare enrichment, if needed
if (kickrank + kickrank2 > 0):
cry = _np.dot(u, v.T)
cry = _reshape(cry, (ry[i] * n[i], ry[i + 1]))
# For updating z
crz = _bfun3(phizax[i], A[i], phizax[i + 1], crx)
crz = _reshape(crz, (rz[i] * n[i], rz[i + 1]))
ys = _np.dot(cry, phizy[i + 1])
yz = _reshape(ys, (ry[i], n[i] * rz[i + 1]))
yz = _np.dot(phizy[i], yz)
yz = _reshape(yz, (rz[i] * n[i], rz[i + 1]))
crz = crz / nrms[i] - yz
nrmz = _np.linalg.norm(crz) # , 'fro')
if (kickrank2 > 0):
[crz, _, _] = _np.linalg.svd(crz, full_matrices=False)
crz = crz[:, : min(crz.shape[1], kickrank)]
crz = _np.hstack(
(crz, _np.random.randn(
rz[i] * n[i], kickrank2)))
# For adding into solution
if fkick:
crs = _bfun3(phiyax[i], A[i], phizax[i + 1], crx)
crs = _reshape(crs, (ry[i] * n[i], rz[i + 1]))
crs = crs / nrms[i] - ys
u = _np.hstack((u, crs))
if (renorm == 'gram') and (
ry[i] * n[i] > 5 * (ry[i + 1] + rz[i + 1])):
[u, s, R] = _svdgram(u)
else:
[u, R] = _np.linalg.qr(u)
v = _np.hstack((v, _np.zeros((ry[i + 1], rz[i + 1]))))
v = _np.dot(v, R.T)
r = u.shape[1]
y[i] = _reshape(u, (ry[i], n[i], r))
cr2 = _reshape(y[i + 1], (ry[i + 1], n[i + 1] * ry[i + 2]))
v = _reshape(v, (ry[i + 1], r))
cr2 = _np.dot(v.T, cr2)
y[i + 1] = _reshape(cr2, (r, n[i + 1], ry[i + 2]))
ry[i + 1] = r
[phiyax[i + 1], nrms[i]
] = _compute_next_Phi(phiyax[i], y[i], x[i], 'lr', A[i])
if (kickrank + kickrank2 > 0):
if (renorm == 'gram') and (rz[i] * n[i] > 5 * rz[i + 1]):
[crz, s, R] = _svdgram(crz)
else:
[crz, R] = _np.linalg.qr(crz)
rz[i + 1] = crz.shape[1]
z[i] = _reshape(crz, (rz[i], n[i], rz[i + 1]))
# z[i+1] will be recomputed from scratch in the next step
phizax[
i +
1] = _compute_next_Phi(
phizax[i],
z[i],
x[i],
'lr',
A[i],
nrms[i],
return_norm=False)
phizy[
i +
1] = _compute_next_Phi(
phizy[i],
z[i],
y[i],
'lr',
return_norm=False)
elif ((direct < 0) and (i > 0)):
cry = _reshape(cry, (ry[i], n[i] * ry[i + 1]))
if (renorm == 'gram'):
[v, s, u] = _svdgram(cry.T, tol / d**0.5)
u = u.T
r = v.shape[1]
else:
#[v, s, u] = _np.linalg.svd(cry.T, full_matrices=False)
[u, s, vt] = _np.linalg.svd(cry, full_matrices=False)
#s = diag(s);
r = _my_chop2(s, tol * _np.linalg.norm(s) / d**0.5)
v = _tconj(vt[:r, :])
#v = vt[:r, :]
#v = _np.dot(v[:, :r], _np.diag(s[:r]))
u = _np.dot(u[:, :r], _np.diag(s[:r])) # ??????????????????
# Prepare enrichment, if needed
if (kickrank + kickrank2 > 0):
cry = _np.dot(u, v.T) # .T)
cry = _reshape(cry, (ry[i], n[i] * ry[i + 1]))
# For updating z
crz = _bfun3(phizax[i], A[i], phizax[i + 1], crx)
crz = _reshape(crz, (rz[i], n[i] * rz[i + 1]))
ys = _np.dot(phizy[i], cry)
yz = _reshape(ys, (rz[i] * n[i], ry[i + 1]))
yz = _np.dot(yz, phizy[i + 1])
yz = _reshape(yz, (rz[i], n[i] * rz[i + 1]))
crz = crz / nrms[i] - yz
nrmz = _np.linalg.norm(crz) # , 'fro')
if (kickrank2 > 0):
[_, _, crz] = _np.linalg.svd(crz, full_matrices=False)
crz = crz[:, : min(crz.shape[1], kickrank)]
crz = _tconj(crz)
crz = _np.vstack(
(crz, _np.random.randn(kickrank2, n[i] * rz[i + 1])))
# For adding into solution
crs = _bfun3(phizax[i], A[i], phiyax[i + 1], crx)
crs = _reshape(crs, (rz[i], n[i] * ry[i + 1]))
crs = crs / nrms[i] - ys
v = _np.hstack((v, crs.T)) # .T
#v = v.T
if (renorm == 'gram') and (
n[i] * ry[i + 1] > 5 * (ry[i] + rz[i])):
[v, s, R] = _svdgram(v)
else:
[v, R] = _np.linalg.qr(v)
u = _np.hstack((u, _np.zeros((ry[i], rz[i]))))
u = _np.dot(u, R.T)
r = v.shape[1]
cr2 = _reshape(y[i - 1], (ry[i - 1] * n[i - 1], ry[i]))
cr2 = _np.dot(cr2, u)
y[i - 1] = _reshape(cr2, (ry[i - 1], n[i - 1], r))
y[i] = _reshape(v.T, (r, n[i], ry[i + 1]))
ry[i] = r
[phiyax[i], nrms[i]] = _compute_next_Phi(
phiyax[i + 1], y[i], x[i], 'rl', A[i])
if (kickrank + kickrank2 > 0):
if (renorm == 'gram') and (n[i] * rz[i + 1] > 5 * rz[i]):
[crz, s, R] = _svdgram(crz.T)
else:
[crz, R] = _np.linalg.qr(crz.T)
rz[i] = crz.shape[1]
z[i] = _reshape(crz.T, (rz[i], n[i], rz[i + 1]))
# don't update z[i-1], it will be recomputed from scratch
phizax[i] = _compute_next_Phi(
phizax[
i + 1],
z[i],
x[i],
'rl',
A[i],
nrms[i],
return_norm=False)
phizy[i] = _compute_next_Phi(
phizy[i + 1], z[i], y[i], 'rl', return_norm=False)
if (verb > 1):
print('amen-mv: swp=[%d,%d], dx=%.3e, r=%d, |y|=%.3e, |z|=%.3e' % (swp, i, dx, r, _np.linalg.norm(cry), nrmz))
# Stopping or reversing
if ((direct > 0) and (i == d - 1)) or ((direct < 0) and (i == 0)):
if (verb > 0):
print('amen-mv: swp=%d{%d}, max_dx=%.3e, max_r=%d' % (swp, (1 - direct) // 2, max_dx, max(ry)))
if ((max_dx < tol) or (swp == nswp)) and (direct > 0):
break
else:
# We are at the terminal block
y[i] = _reshape(cry, (ry[i], n[i], ry[i + 1]))
if (direct > 0):
swp = swp + 1
max_dx = 0
direct = -direct
else:
i = i + direct
# if (direct>0)
y[d - 1] = _reshape(cry, (ry[d - 1], n[d - 1], ry[d]))
# else
# y{1} = reshape(cry, ry(1), n(1), ry(2));
# end;
# Distribute norms equally...
nrms = _np.exp(sum(_np.log(nrms)) / d)
# ... and plug them into y
for i in xrange(d):
y[i] = _np.dot(y[i], nrms)
if (vectype == 1):
y = _tt.vector.from_list(y)
if kickrank == 0:
z = None
else:
z = _tt.vector.from_list(z)
return y, z | python | def amen_mv(A, x, tol, y=None, z=None, nswp=20, kickrank=4,
kickrank2=0, verb=True, init_qr=True, renorm='direct', fkick=False):
'''
Approximate the matrix-by-vector via the AMEn iteration
[y,z]=amen_mv(A, x, tol, varargin)
Attempts to approximate the y = A*x
with accuracy TOL using the AMEn+ALS iteration.
Matrix A has to be given in the TT-format, right-hand side x should be
given in the TT-format also.
Options are provided in form
'PropertyName1',PropertyValue1,'PropertyName2',PropertyValue2 and so
on. The parameters are set to default (in brackets in the following)
The list of option names and default values are:
o y0 - initial approximation to Ax [rand rank-2]
o nswp - maximal number of sweeps [20]
o verb - verbosity level, 0-silent, 1-sweep info, 2-block info [1]
o kickrank - compression rank of the error,
i.e. enrichment size [3]
o init_qr - perform QR of the input (save some time in ts, etc) [true]
o renorm - Orthog. and truncation methods: direct (svd,qr) or gram
(apply svd to the gram matrix, faster for m>>n) [direct]
o fkick - Perform solution enrichment during forward sweeps [false]
(rather questionable yet; false makes error higher, but "better
structured": it does not explode in e.g. subsequent matvecs)
o z0 - initial approximation to the error Ax-y [rand rank-kickrank]
********
For description of adaptive ALS please see
Sergey V. Dolgov, Dmitry V. Savostyanov,
Alternating minimal energy methods for linear systems in higher dimensions.
Part I: SPD systems, http://arxiv.org/abs/1301.6068,
Part II: Faster algorithm and application to nonsymmetric systems, http://arxiv.org/abs/1304.1222
Use {sergey.v.dolgov, dmitry.savostyanov}@gmail.com for feedback
********
'''
if renorm is 'gram':
print("Not implemented yet. Renorm is switched to 'direct'")
renorm = 'direct'
if isinstance(x, _tt.vector):
d = x.d
m = x.n
rx = x.r
x = _tt.vector.to_list(x)
vectype = 1 # tt_tensor
elif isinstance(x, list):
d = len(x)
m = _np.zeros(d)
rx = _np.ones(d + 1, dtype=_np.int32)
for i in xrange(d):
[_, m[i], rx[i + 1]] = x[i].shape
vectype = 0 # cell
else:
raise Exception('x: use tt.tensor or list of cores as numpy.arrays')
if isinstance(A, _tt.matrix):
n = A.n
ra = A.tt.r
A = _tt.matrix.to_list(A)
# prepare A for fast ALS-mv
for i in xrange(d):
A[i] = _reshape(A[i], (ra[i] * n[i], m[i] * ra[i + 1]))
atype = 1 # tt_matrix
# Alternative: A is a cell of cell: sparse canonical format
elif isinstance(A, list):
n = _np.zeros(d)
for i in xrange(d):
n[i] = A[i][0].shape[0]
ra = len(A[0])
atype = 0 # cell
else:
raise Exception('A: use tt.matrix or list of cores as numpy.arrays')
if y is None:
y = _tt.rand(n, d, 2)
y = _tt.vector.to_list(y)
else:
if isinstance(y, _tt.vector):
y = _tt.vector.to_list(y)
ry = _np.ones(d + 1, dtype=_np.int32)
for i in range(d):
ry[i + 1] = y[i].shape[2]
if (kickrank + kickrank2 > 0):
if z is None:
z = _tt.rand(n, d, kickrank + kickrank2)
rz = z.r
z = _tt.vector.to_list(z)
else:
if isinstance(z, _tt.vector):
z = _tt.vector.to_list(z)
rz = _np.ones(d + 1, dtype=_np.int32)
for i in range(d):
rz[i + 1] = z[i].shape[2]
phizax = [None] * (d + 1) # cell(d+1,1);
if (atype == 1):
phizax[0] = _np.ones((1, 1, 1)) # 1
phizax[d] = _np.ones((1, 1, 1)) # 1
else:
phizax[0] = _np.ones((1, ra)) # 33
phizax[d] = _np.ones((1, ra))
phizy = [None] * (d + 1)
phizy[0] = _np.ones((1)) # , 1))
phizy[d] = _np.ones((1)) # , 1))
phiyax = [None] * (d + 1)
if (atype == 1):
phiyax[0] = _np.ones((1, 1, 1)) # 1
phiyax[d] = _np.ones((1, 1, 1)) # 1
else:
phiyax[0] = _np.ones((1, ra)) # 3
phiyax[d] = _np.ones((1, ra))
nrms = _np.ones(d)
# Initial ort
for i in range(d - 1):
if init_qr:
cr = _reshape(y[i], (ry[i] * n[i], ry[i + 1]))
if (renorm is 'gram') and (ry[i] * n[i] > 5 * ry[i + 1]):
[cr, s, R] = _svdgram(cr)
else:
[cr, R] = _np.linalg.qr(cr)
nrmr = _np.linalg.norm(R) # , 'fro')
if (nrmr > 0):
R = R / nrmr
cr2 = _reshape(y[i + 1], (ry[i + 1], n[i + 1] * ry[i + 2]))
cr2 = _np.dot(R, cr2)
ry[i + 1] = cr.shape[1]
y[i] = _reshape(cr, (ry[i], n[i], ry[i + 1]))
y[i + 1] = _reshape(cr2, (ry[i + 1], n[i + 1], ry[i + 2]))
[phiyax[i + 1], nrms[i]
] = _compute_next_Phi(phiyax[i], y[i], x[i], 'lr', A[i])
if (kickrank + kickrank2 > 0):
cr = _reshape(z[i], (rz[i] * n[i], rz[i + 1]))
if (renorm == 'gram') and (rz[i] * n[i] > 5 * rz[i + 1]):
[cr, s, R] = _svdgram(cr)
else:
[cr, R] = _np.linalg.qr(cr)
nrmr = _np.linalg.norm(R) # , 'fro')
if (nrmr > 0):
R = R / nrmr
cr2 = _reshape(z[i + 1], (rz[i + 1], n[i + 1] * rz[i + 2]))
cr2 = _np.dot(R, cr2)
rz[i + 1] = cr.shape[1]
z[i] = _reshape(cr, (rz[i], n[i], rz[i + 1]))
z[i + 1] = _reshape(cr2, (rz[i + 1], n[i + 1], rz[i + 2]))
phizax[
i +
1] = _compute_next_Phi(
phizax[i],
z[i],
x[i],
'lr',
A[i],
nrms[i],
return_norm=False)
phizy[
i +
1] = _compute_next_Phi(
phizy[i],
z[i],
y[i],
'lr',
return_norm=False)
i = d - 1
direct = -1
swp = 1
max_dx = 0
while swp <= nswp:
# Project the MatVec generating vector
crx = _reshape(x[i], (rx[i] * m[i] * rx[i + 1], 1))
cry = _bfun3(phiyax[i], A[i], phiyax[i + 1], crx)
nrms[i] = _np.linalg.norm(cry) # , 'fro')
# The main goal is to keep y[i] of norm 1
if (nrms[i] > 0):
cry = cry / nrms[i]
else:
nrms[i] = 1
y[i] = _reshape(y[i], (ry[i] * n[i] * ry[i + 1], 1))
dx = _np.linalg.norm(cry - y[i])
max_dx = max(max_dx, dx)
# Truncation and enrichment
if ((direct > 0) and (i < d - 1)): # ?? i<d
cry = _reshape(cry, (ry[i] * n[i], ry[i + 1]))
if (renorm == 'gram'):
[u, s, v] = _svdgram(cry, tol / d**0.5)
v = v.T
r = u.shape[1]
else:
[u, s, vt] = _np.linalg.svd(cry, full_matrices=False)
#s = diag(s)
r = _my_chop2(s, tol * _np.linalg.norm(s) / d**0.5)
u = u[:, :r]
# ????? s - matrix or vector
v = _np.dot(_tconj(vt[:r, :]), _np.diag(s[:r]))
# Prepare enrichment, if needed
if (kickrank + kickrank2 > 0):
cry = _np.dot(u, v.T)
cry = _reshape(cry, (ry[i] * n[i], ry[i + 1]))
# For updating z
crz = _bfun3(phizax[i], A[i], phizax[i + 1], crx)
crz = _reshape(crz, (rz[i] * n[i], rz[i + 1]))
ys = _np.dot(cry, phizy[i + 1])
yz = _reshape(ys, (ry[i], n[i] * rz[i + 1]))
yz = _np.dot(phizy[i], yz)
yz = _reshape(yz, (rz[i] * n[i], rz[i + 1]))
crz = crz / nrms[i] - yz
nrmz = _np.linalg.norm(crz) # , 'fro')
if (kickrank2 > 0):
[crz, _, _] = _np.linalg.svd(crz, full_matrices=False)
crz = crz[:, : min(crz.shape[1], kickrank)]
crz = _np.hstack(
(crz, _np.random.randn(
rz[i] * n[i], kickrank2)))
# For adding into solution
if fkick:
crs = _bfun3(phiyax[i], A[i], phizax[i + 1], crx)
crs = _reshape(crs, (ry[i] * n[i], rz[i + 1]))
crs = crs / nrms[i] - ys
u = _np.hstack((u, crs))
if (renorm == 'gram') and (
ry[i] * n[i] > 5 * (ry[i + 1] + rz[i + 1])):
[u, s, R] = _svdgram(u)
else:
[u, R] = _np.linalg.qr(u)
v = _np.hstack((v, _np.zeros((ry[i + 1], rz[i + 1]))))
v = _np.dot(v, R.T)
r = u.shape[1]
y[i] = _reshape(u, (ry[i], n[i], r))
cr2 = _reshape(y[i + 1], (ry[i + 1], n[i + 1] * ry[i + 2]))
v = _reshape(v, (ry[i + 1], r))
cr2 = _np.dot(v.T, cr2)
y[i + 1] = _reshape(cr2, (r, n[i + 1], ry[i + 2]))
ry[i + 1] = r
[phiyax[i + 1], nrms[i]
] = _compute_next_Phi(phiyax[i], y[i], x[i], 'lr', A[i])
if (kickrank + kickrank2 > 0):
if (renorm == 'gram') and (rz[i] * n[i] > 5 * rz[i + 1]):
[crz, s, R] = _svdgram(crz)
else:
[crz, R] = _np.linalg.qr(crz)
rz[i + 1] = crz.shape[1]
z[i] = _reshape(crz, (rz[i], n[i], rz[i + 1]))
# z[i+1] will be recomputed from scratch in the next step
phizax[
i +
1] = _compute_next_Phi(
phizax[i],
z[i],
x[i],
'lr',
A[i],
nrms[i],
return_norm=False)
phizy[
i +
1] = _compute_next_Phi(
phizy[i],
z[i],
y[i],
'lr',
return_norm=False)
elif ((direct < 0) and (i > 0)):
cry = _reshape(cry, (ry[i], n[i] * ry[i + 1]))
if (renorm == 'gram'):
[v, s, u] = _svdgram(cry.T, tol / d**0.5)
u = u.T
r = v.shape[1]
else:
#[v, s, u] = _np.linalg.svd(cry.T, full_matrices=False)
[u, s, vt] = _np.linalg.svd(cry, full_matrices=False)
#s = diag(s);
r = _my_chop2(s, tol * _np.linalg.norm(s) / d**0.5)
v = _tconj(vt[:r, :])
#v = vt[:r, :]
#v = _np.dot(v[:, :r], _np.diag(s[:r]))
u = _np.dot(u[:, :r], _np.diag(s[:r])) # ??????????????????
# Prepare enrichment, if needed
if (kickrank + kickrank2 > 0):
cry = _np.dot(u, v.T) # .T)
cry = _reshape(cry, (ry[i], n[i] * ry[i + 1]))
# For updating z
crz = _bfun3(phizax[i], A[i], phizax[i + 1], crx)
crz = _reshape(crz, (rz[i], n[i] * rz[i + 1]))
ys = _np.dot(phizy[i], cry)
yz = _reshape(ys, (rz[i] * n[i], ry[i + 1]))
yz = _np.dot(yz, phizy[i + 1])
yz = _reshape(yz, (rz[i], n[i] * rz[i + 1]))
crz = crz / nrms[i] - yz
nrmz = _np.linalg.norm(crz) # , 'fro')
if (kickrank2 > 0):
[_, _, crz] = _np.linalg.svd(crz, full_matrices=False)
crz = crz[:, : min(crz.shape[1], kickrank)]
crz = _tconj(crz)
crz = _np.vstack(
(crz, _np.random.randn(kickrank2, n[i] * rz[i + 1])))
# For adding into solution
crs = _bfun3(phizax[i], A[i], phiyax[i + 1], crx)
crs = _reshape(crs, (rz[i], n[i] * ry[i + 1]))
crs = crs / nrms[i] - ys
v = _np.hstack((v, crs.T)) # .T
#v = v.T
if (renorm == 'gram') and (
n[i] * ry[i + 1] > 5 * (ry[i] + rz[i])):
[v, s, R] = _svdgram(v)
else:
[v, R] = _np.linalg.qr(v)
u = _np.hstack((u, _np.zeros((ry[i], rz[i]))))
u = _np.dot(u, R.T)
r = v.shape[1]
cr2 = _reshape(y[i - 1], (ry[i - 1] * n[i - 1], ry[i]))
cr2 = _np.dot(cr2, u)
y[i - 1] = _reshape(cr2, (ry[i - 1], n[i - 1], r))
y[i] = _reshape(v.T, (r, n[i], ry[i + 1]))
ry[i] = r
[phiyax[i], nrms[i]] = _compute_next_Phi(
phiyax[i + 1], y[i], x[i], 'rl', A[i])
if (kickrank + kickrank2 > 0):
if (renorm == 'gram') and (n[i] * rz[i + 1] > 5 * rz[i]):
[crz, s, R] = _svdgram(crz.T)
else:
[crz, R] = _np.linalg.qr(crz.T)
rz[i] = crz.shape[1]
z[i] = _reshape(crz.T, (rz[i], n[i], rz[i + 1]))
# don't update z[i-1], it will be recomputed from scratch
phizax[i] = _compute_next_Phi(
phizax[
i + 1],
z[i],
x[i],
'rl',
A[i],
nrms[i],
return_norm=False)
phizy[i] = _compute_next_Phi(
phizy[i + 1], z[i], y[i], 'rl', return_norm=False)
if (verb > 1):
print('amen-mv: swp=[%d,%d], dx=%.3e, r=%d, |y|=%.3e, |z|=%.3e' % (swp, i, dx, r, _np.linalg.norm(cry), nrmz))
# Stopping or reversing
if ((direct > 0) and (i == d - 1)) or ((direct < 0) and (i == 0)):
if (verb > 0):
print('amen-mv: swp=%d{%d}, max_dx=%.3e, max_r=%d' % (swp, (1 - direct) // 2, max_dx, max(ry)))
if ((max_dx < tol) or (swp == nswp)) and (direct > 0):
break
else:
# We are at the terminal block
y[i] = _reshape(cry, (ry[i], n[i], ry[i + 1]))
if (direct > 0):
swp = swp + 1
max_dx = 0
direct = -direct
else:
i = i + direct
# if (direct>0)
y[d - 1] = _reshape(cry, (ry[d - 1], n[d - 1], ry[d]))
# else
# y{1} = reshape(cry, ry(1), n(1), ry(2));
# end;
# Distribute norms equally...
nrms = _np.exp(sum(_np.log(nrms)) / d)
# ... and plug them into y
for i in xrange(d):
y[i] = _np.dot(y[i], nrms)
if (vectype == 1):
y = _tt.vector.from_list(y)
if kickrank == 0:
z = None
else:
z = _tt.vector.from_list(z)
return y, z | [
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"renorm... | Approximate the matrix-by-vector via the AMEn iteration
[y,z]=amen_mv(A, x, tol, varargin)
Attempts to approximate the y = A*x
with accuracy TOL using the AMEn+ALS iteration.
Matrix A has to be given in the TT-format, right-hand side x should be
given in the TT-format also.
Options are provided in form
'PropertyName1',PropertyValue1,'PropertyName2',PropertyValue2 and so
on. The parameters are set to default (in brackets in the following)
The list of option names and default values are:
o y0 - initial approximation to Ax [rand rank-2]
o nswp - maximal number of sweeps [20]
o verb - verbosity level, 0-silent, 1-sweep info, 2-block info [1]
o kickrank - compression rank of the error,
i.e. enrichment size [3]
o init_qr - perform QR of the input (save some time in ts, etc) [true]
o renorm - Orthog. and truncation methods: direct (svd,qr) or gram
(apply svd to the gram matrix, faster for m>>n) [direct]
o fkick - Perform solution enrichment during forward sweeps [false]
(rather questionable yet; false makes error higher, but "better
structured": it does not explode in e.g. subsequent matvecs)
o z0 - initial approximation to the error Ax-y [rand rank-kickrank]
********
For description of adaptive ALS please see
Sergey V. Dolgov, Dmitry V. Savostyanov,
Alternating minimal energy methods for linear systems in higher dimensions.
Part I: SPD systems, http://arxiv.org/abs/1301.6068,
Part II: Faster algorithm and application to nonsymmetric systems, http://arxiv.org/abs/1304.1222
Use {sergey.v.dolgov, dmitry.savostyanov}@gmail.com for feedback
******** | [
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"accuracy... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/amen/amen_mv.py#L77-L477 | train | This function computes the ALS - by - vector A and returns the ALS - by - vector x. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(7656 - 7545) + chr(0b110100) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(2334 - 2223) + chr(0b100011 + 0o17) + chr(0b11111 + 0o25) + chr(237 - 186), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b100110 + 0o21) + chr(416 - 364), 25230 - 25222), nzTpIcepk0o8(chr(0b110000) + chr(0b111 + 0o150) + '\063' + '\067' + '\x33', 0b1000), nzTpIcepk0o8(chr(1790 - 1742) + chr(0b111100 + 0o63) + chr(54) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(49) + chr(52) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(973 - 924) + chr(1847 - 1794) + chr(55), 0b1000), nzTpIcepk0o8('\060' + chr(0b1100101 + 0o12) + chr(2007 - 1956) + chr(0b11011 + 0o30) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(441 - 393) + chr(111) + chr(1650 - 1600) + chr(0b101100 + 0o10) + chr(0b11 + 0o62), 36136 - 36128), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(52) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + chr(0b110001 + 0o0) + chr(55), 39894 - 39886), nzTpIcepk0o8(chr(0b110000) + chr(3601 - 3490) + chr(0b1100 + 0o44), 0o10), nzTpIcepk0o8(chr(1008 - 960) + chr(0b100110 + 0o111) + chr(0b110011) + chr(0b110110) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(111) + chr(49) + '\x32', 0o10), nzTpIcepk0o8('\x30' + chr(11893 - 11782) + '\x33' + '\x35' + chr(0b1011 + 0o47), 0b1000), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + chr(51) + chr(2896 - 2841) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b101011 + 0o5) + '\157' + chr(0b110010) + chr(54) + chr(0b1101 + 0o46), ord("\x08")), nzTpIcepk0o8(chr(526 - 478) + chr(111) + chr(50) + chr(0b100111 + 0o16) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2442 - 2389) + chr(0b100100 + 0o14), 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(11634 - 11523) + chr(0b110011) + '\067' + chr(0b10010 + 0o40), 8), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(1774 - 1721) + chr(1350 - 1295), ord("\x08")), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\157' + chr(49) + chr(54) + chr(63 - 14), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110010) + chr(0b110100 + 0o2) + '\x31', 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + '\061' + chr(50) + chr(0b1011 + 0o46), ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(111) + chr(2067 - 2018) + chr(53) + chr(0b101100 + 0o6), ord("\x08")), nzTpIcepk0o8('\x30' + chr(11880 - 11769) + '\061' + '\x34' + chr(2378 - 2329), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(52) + chr(683 - 635), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\065' + chr(594 - 541), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(3337 - 3226) + chr(0b110010) + chr(0b110001) + '\062', 58911 - 58903), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(0b100011 + 0o21) + '\x35', 60088 - 60080), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101 + 0o55) + chr(0b110101) + chr(0b110101), 0b1000), nzTpIcepk0o8('\x30' + chr(3672 - 3561) + chr(664 - 612) + chr(54), 32588 - 32580), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110101) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(1718 - 1670) + chr(0b1101111) + chr(0b11 + 0o56) + chr(1100 - 1048), 187 - 179), nzTpIcepk0o8('\x30' + chr(111) + chr(2133 - 2082) + chr(0b110101) + '\x30', 0o10), nzTpIcepk0o8('\060' + chr(111) + '\061' + '\x31' + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(55) + '\x33', 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(1309 - 1260) + chr(1655 - 1606), 0b1000), nzTpIcepk0o8(chr(1122 - 1074) + chr(0b1000101 + 0o52) + '\x31' + chr(0b10000 + 0o47), 35227 - 35219), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(84 - 32) + chr(0b110110), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + '\x35' + '\x30', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x0f'), '\x64' + chr(0b1001011 + 0o32) + chr(99) + chr(0b1100 + 0o143) + chr(0b1100100) + '\x65')(chr(0b1101100 + 0o11) + chr(0b11110 + 0o126) + chr(102) + chr(0b101101) + chr(1847 - 1791)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def PEkO2ZfaPXXJ(MbjAvyP4Qyak, bI5jsQ9OkQtj, SbzLZQEjyfWL, Fi3yzxctM1zW=None, ZkpORfAzQ9Hw=None, bauRuZwnJjVx=nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + chr(0b110010) + chr(52), 0b1000), B7fOTM02ka6t=nzTpIcepk0o8(chr(48) + '\x6f' + '\x34', 39993 - 39985), E3dl8Urgy2CY=nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\060', 8), zyG6yE_SkDAn=nzTpIcepk0o8('\x30' + chr(0b11001 + 0o126) + '\061', 0o10), aEltGe3zSHnX=nzTpIcepk0o8(chr(48) + chr(0b11011 + 0o124) + '\x31', 8), cfO9_W5ba3tX=roI3spqORKae(ES5oEprVxulp(b'E\xca\xce\x9eP\x10'), '\144' + chr(101) + chr(7553 - 7454) + chr(0b11 + 0o154) + '\x64' + chr(101))(chr(117) + chr(5558 - 5442) + chr(102) + chr(45) + chr(0b110010 + 0o6)), q4eLYGgrKcEe=nzTpIcepk0o8(chr(2095 - 2047) + chr(0b1101111) + chr(243 - 195), 8)):
if cfO9_W5ba3tX is roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), '\144' + chr(0b101011 + 0o72) + chr(99) + chr(5437 - 5326) + chr(100) + chr(101))('\165' + chr(10328 - 10212) + chr(0b1100110) + '\x2d' + chr(981 - 925)):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'o\xcc\xc8\xdbZ\t\x1f\xb7\xc0O\xean\x80o\x8e\xda\xca\xcd\\\xd4\xcf#\xd4?\x05\x13\x8d\r\xe3\x16\x8dUYe\x9c*\x93lk\x06U\xcc\x9c\xdcW\r\x1d\xbe\xc6V\xa8'), chr(100) + '\x65' + '\x63' + chr(111) + chr(851 - 751) + chr(0b1100101))('\x75' + '\x74' + chr(8786 - 8684) + chr(45) + chr(0b111000)))
cfO9_W5ba3tX = roI3spqORKae(ES5oEprVxulp(b'E\xca\xce\x9eP\x10'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1011101 + 0o22) + chr(0b110 + 0o136) + '\x65')('\x75' + chr(116) + '\146' + chr(0b1011 + 0o42) + chr(0b111000))
if suIjIS24Zkqw(bI5jsQ9OkQtj, roI3spqORKae(Rbsf2c0INB1y, roI3spqORKae(ES5oEprVxulp(b'W\xc6\xdf\x8f\\\x16'), '\144' + '\145' + chr(99) + '\x6f' + '\x64' + chr(8592 - 8491))(chr(0b1110101) + chr(0b11101 + 0o127) + chr(0b10111 + 0o117) + chr(920 - 875) + '\x38'))):
vPPlOXQgR3SM = bI5jsQ9OkQtj.vPPlOXQgR3SM
tF75nqoNENFL = bI5jsQ9OkQtj.NoZxuO7wjArS
de80uRqrV2RE = bI5jsQ9OkQtj.LCrwg7lcbmU9
bI5jsQ9OkQtj = Rbsf2c0INB1y.vector.to_list(bI5jsQ9OkQtj)
R8eLa8Uvv3ia = nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1011 + 0o144) + '\061', 8)
elif suIjIS24Zkqw(bI5jsQ9OkQtj, H4NoA26ON7iG):
vPPlOXQgR3SM = ftfygxgFas5X(bI5jsQ9OkQtj)
tF75nqoNENFL = uooDotmTYEgP.UmwwEp7MzR6q(vPPlOXQgR3SM)
de80uRqrV2RE = uooDotmTYEgP.rYPkZ8_2D0X1(vPPlOXQgR3SM + nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8), dtype=uooDotmTYEgP.int32)
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
[zIqcgNgQ9U6F, tF75nqoNENFL[ZlbFMSG8gCoF], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101110 + 0o2) + '\157' + '\x31', 8)]] = bI5jsQ9OkQtj[ZlbFMSG8gCoF].lhbM092AFW8f
R8eLa8Uvv3ia = nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\060', 8)
else:
raise zfo2Sgkz3IVJ(roI3spqORKae(ES5oEprVxulp(b'Y\x99\x9c\x8e@\x01O\xaf\xd1\x0c\xfbe\x9ay\x85\x88\x93\xc7Z\xda\x83\x18\xc2%J\x0e\x86\r\xe9\n\xdfC],\x89:\xdbgzKQ\xda\x92\x9aA\x16\x0e\xa2\xd6'), '\x64' + chr(9475 - 9374) + chr(0b1100011) + chr(111) + chr(0b101000 + 0o74) + chr(101))(chr(0b1000100 + 0o61) + chr(116) + chr(2655 - 2553) + chr(45) + chr(56)))
if suIjIS24Zkqw(MbjAvyP4Qyak, roI3spqORKae(Rbsf2c0INB1y, roI3spqORKae(ES5oEprVxulp(b'J\xc0\xd2\x82j\x1c^\x89\xdcq\xd8O'), chr(0b101110 + 0o66) + chr(2174 - 2073) + '\x63' + chr(111) + '\x64' + chr(101))(chr(0b110011 + 0o102) + chr(4957 - 4841) + chr(102) + chr(0b101101) + chr(0b111000)))):
NoZxuO7wjArS = MbjAvyP4Qyak.NoZxuO7wjArS
vGclg_aQYHuN = MbjAvyP4Qyak.tt.LCrwg7lcbmU9
MbjAvyP4Qyak = Rbsf2c0INB1y.matrix.to_list(MbjAvyP4Qyak)
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
MbjAvyP4Qyak[ZlbFMSG8gCoF] = x2JU5xE8cLpk(MbjAvyP4Qyak[ZlbFMSG8gCoF], (vGclg_aQYHuN[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], tF75nqoNENFL[ZlbFMSG8gCoF] * vGclg_aQYHuN[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1001000 + 0o47) + chr(49), 8)]))
vLvQVokiNQU0 = nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(6772 - 6661) + '\x31', 8)
elif suIjIS24Zkqw(MbjAvyP4Qyak, H4NoA26ON7iG):
NoZxuO7wjArS = uooDotmTYEgP.UmwwEp7MzR6q(vPPlOXQgR3SM)
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
NoZxuO7wjArS[ZlbFMSG8gCoF] = MbjAvyP4Qyak[ZlbFMSG8gCoF][nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110000), 8)].lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(0b1100110 + 0o11) + '\060', 8)]
vGclg_aQYHuN = ftfygxgFas5X(MbjAvyP4Qyak[nzTpIcepk0o8('\x30' + chr(111) + chr(969 - 921), 8)])
vLvQVokiNQU0 = nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b11 + 0o154) + '\060', 8)
else:
raise zfo2Sgkz3IVJ(roI3spqORKae(ES5oEprVxulp(b'`\x99\x9c\x8e@\x01O\xaf\xd1\x0c\xe2a\x80x\x83\x82\x93\xc7Z\xda\x83\x18\xc2%J\x0e\x86\r\xe9\n\xdfC],\x89:\xdbgzKQ\xda\x92\x9aA\x16\x0e\xa2\xd6'), chr(0b100101 + 0o77) + chr(3774 - 3673) + chr(99) + '\157' + chr(0b1100011 + 0o1) + '\145')('\165' + chr(116) + '\146' + chr(0b101101) + chr(1788 - 1732)))
if Fi3yzxctM1zW is None:
Fi3yzxctM1zW = Rbsf2c0INB1y.rand(NoZxuO7wjArS, vPPlOXQgR3SM, nzTpIcepk0o8(chr(0b11101 + 0o23) + '\157' + chr(50), 58057 - 58049))
Fi3yzxctM1zW = Rbsf2c0INB1y.vector.to_list(Fi3yzxctM1zW)
elif suIjIS24Zkqw(Fi3yzxctM1zW, roI3spqORKae(Rbsf2c0INB1y, roI3spqORKae(ES5oEprVxulp(b'W\xc6\xdf\x8f\\\x16'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + '\x64' + chr(3127 - 3026))('\165' + chr(116) + chr(0b1100110) + chr(0b10100 + 0o31) + chr(0b111000)))):
Fi3yzxctM1zW = Rbsf2c0INB1y.vector.to_list(Fi3yzxctM1zW)
Ai70nitccd_p = uooDotmTYEgP.rYPkZ8_2D0X1(vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + chr(1200 - 1151), 8), dtype=uooDotmTYEgP.int32)
for ZlbFMSG8gCoF in bbT2xIe5pzk7(vPPlOXQgR3SM):
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1738 - 1690) + chr(0b11010 + 0o125) + chr(0b111 + 0o52), 8)] = Fi3yzxctM1zW[ZlbFMSG8gCoF].lhbM092AFW8f[nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1101101 + 0o2) + chr(2464 - 2414), 8)]
if B7fOTM02ka6t + E3dl8Urgy2CY > nzTpIcepk0o8(chr(48) + chr(8556 - 8445) + chr(48), 8):
if ZkpORfAzQ9Hw is None:
ZkpORfAzQ9Hw = Rbsf2c0INB1y.rand(NoZxuO7wjArS, vPPlOXQgR3SM, B7fOTM02ka6t + E3dl8Urgy2CY)
cDJdYKGr1R7P = ZkpORfAzQ9Hw.LCrwg7lcbmU9
ZkpORfAzQ9Hw = Rbsf2c0INB1y.vector.to_list(ZkpORfAzQ9Hw)
else:
if suIjIS24Zkqw(ZkpORfAzQ9Hw, roI3spqORKae(Rbsf2c0INB1y, roI3spqORKae(ES5oEprVxulp(b'W\xc6\xdf\x8f\\\x16'), '\x64' + chr(6011 - 5910) + chr(99) + '\157' + chr(0b1011111 + 0o5) + chr(5659 - 5558))(chr(3775 - 3658) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'))):
ZkpORfAzQ9Hw = Rbsf2c0INB1y.vector.to_list(ZkpORfAzQ9Hw)
cDJdYKGr1R7P = uooDotmTYEgP.rYPkZ8_2D0X1(vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + '\061', 8), dtype=uooDotmTYEgP.int32)
for ZlbFMSG8gCoF in bbT2xIe5pzk7(vPPlOXQgR3SM):
cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + chr(49), 8)] = ZkpORfAzQ9Hw[ZlbFMSG8gCoF].lhbM092AFW8f[nzTpIcepk0o8(chr(525 - 477) + '\x6f' + '\x32', 8)]
_5683K9YjOA6 = [None] * (vPPlOXQgR3SM + nzTpIcepk0o8('\x30' + chr(111) + '\061', 8))
if vLvQVokiNQU0 == nzTpIcepk0o8(chr(0b110000) + chr(12022 - 11911) + '\061', 8):
_5683K9YjOA6[nzTpIcepk0o8('\x30' + '\157' + '\x30', 8)] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(48) + chr(11997 - 11886) + '\061', 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8), nzTpIcepk0o8('\060' + '\x6f' + '\061', 8)))
_5683K9YjOA6[vPPlOXQgR3SM] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8('\060' + '\157' + '\061', 8), nzTpIcepk0o8('\060' + chr(7653 - 7542) + chr(49), 8), nzTpIcepk0o8(chr(2269 - 2221) + chr(111) + chr(0b110001), 8)))
else:
_5683K9YjOA6[nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10010 + 0o36), 8)] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8), vGclg_aQYHuN))
_5683K9YjOA6[vPPlOXQgR3SM] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8('\060' + '\x6f' + chr(49), 8), vGclg_aQYHuN))
dtS9PTqKfqak = [None] * (vPPlOXQgR3SM + nzTpIcepk0o8('\060' + '\157' + '\x31', 8))
dtS9PTqKfqak[nzTpIcepk0o8(chr(920 - 872) + chr(111) + '\x30', 8)] = uooDotmTYEgP.rYPkZ8_2D0X1(nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061', 8))
dtS9PTqKfqak[vPPlOXQgR3SM] = uooDotmTYEgP.rYPkZ8_2D0X1(nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(0b1010011 + 0o34) + '\061', 8))
BvL0FdhpkCEu = [None] * (vPPlOXQgR3SM + nzTpIcepk0o8(chr(1038 - 990) + '\157' + '\061', 8))
if vLvQVokiNQU0 == nzTpIcepk0o8(chr(48) + chr(0b1100100 + 0o13) + chr(0b11101 + 0o24), 8):
BvL0FdhpkCEu[nzTpIcepk0o8('\060' + chr(3818 - 3707) + chr(0b110000), 8)] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001), 8), nzTpIcepk0o8(chr(1940 - 1892) + chr(0b10110 + 0o131) + '\x31', 8)))
BvL0FdhpkCEu[vPPlOXQgR3SM] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(2175 - 2127) + chr(111) + chr(0b11 + 0o56), 8), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\157' + '\061', 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(123 - 74), 8)))
else:
BvL0FdhpkCEu[nzTpIcepk0o8(chr(48) + '\157' + '\x30', 8)] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8(chr(0b100001 + 0o17) + '\x6f' + '\x31', 8), vGclg_aQYHuN))
BvL0FdhpkCEu[vPPlOXQgR3SM] = uooDotmTYEgP.rYPkZ8_2D0X1((nzTpIcepk0o8('\060' + '\x6f' + chr(0b100000 + 0o21), 8), vGclg_aQYHuN))
T1RzbMHcPVUG = uooDotmTYEgP.rYPkZ8_2D0X1(vPPlOXQgR3SM)
for ZlbFMSG8gCoF in bbT2xIe5pzk7(vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + '\061', 8)):
if aEltGe3zSHnX:
NYr8NJTXQItJ = x2JU5xE8cLpk(Fi3yzxctM1zW[ZlbFMSG8gCoF], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8)]))
if cfO9_W5ba3tX is roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), chr(0b1 + 0o143) + '\145' + '\143' + chr(0b1011101 + 0o22) + chr(100) + '\x65')(chr(0b1110101) + chr(0b10001 + 0o143) + chr(0b1100110) + chr(0b100011 + 0o12) + chr(568 - 512)) and Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] > nzTpIcepk0o8(chr(858 - 810) + '\157' + chr(0b110101), 0o10) * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(0b100001 + 0o20), 8)]:
[NYr8NJTXQItJ, PmE5_h409JAA, stVGsv3MKjDy] = _18Ou6wrwR7a(NYr8NJTXQItJ)
else:
[NYr8NJTXQItJ, stVGsv3MKjDy] = uooDotmTYEgP.linalg.qr(NYr8NJTXQItJ)
LS67PP_oVBoC = uooDotmTYEgP.linalg.xBFFJFaziFDU(stVGsv3MKjDy)
if LS67PP_oVBoC > nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + '\060', 8):
stVGsv3MKjDy = stVGsv3MKjDy / LS67PP_oVBoC
Y1mGinlserK0 = x2JU5xE8cLpk(Fi3yzxctM1zW[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10101 + 0o33) + '\157' + chr(97 - 48), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + '\x31', 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(3333 - 3222) + '\x31', 8)] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(907 - 859) + chr(111) + chr(50), 8)]))
Y1mGinlserK0 = uooDotmTYEgP.dot(stVGsv3MKjDy, Y1mGinlserK0)
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001), 8)] = NYr8NJTXQItJ.lhbM092AFW8f[nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(10382 - 10271) + '\x31', 8)]
Fi3yzxctM1zW[ZlbFMSG8gCoF] = x2JU5xE8cLpk(NYr8NJTXQItJ, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + '\061', 8)]))
Fi3yzxctM1zW[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1111 + 0o140) + '\x31', 8)] = x2JU5xE8cLpk(Y1mGinlserK0, (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101 + 0o53) + chr(8410 - 8299) + '\061', 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8)], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + chr(0b110010), 8)]))
[BvL0FdhpkCEu[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\157' + chr(0b110001), 8)], T1RzbMHcPVUG[ZlbFMSG8gCoF]] = xOpu1OGgyB4m(BvL0FdhpkCEu[ZlbFMSG8gCoF], Fi3yzxctM1zW[ZlbFMSG8gCoF], bI5jsQ9OkQtj[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'M\xd1'), chr(0b1100100) + chr(0b1100101) + chr(5907 - 5808) + chr(10038 - 9927) + chr(100) + chr(0b111011 + 0o52))(chr(0b101111 + 0o106) + chr(0b1110000 + 0o4) + chr(0b1100100 + 0o2) + chr(45) + chr(0b111000)), MbjAvyP4Qyak[ZlbFMSG8gCoF])
if B7fOTM02ka6t + E3dl8Urgy2CY > nzTpIcepk0o8('\x30' + chr(111) + chr(48), 8):
NYr8NJTXQItJ = x2JU5xE8cLpk(ZkpORfAzQ9Hw[ZlbFMSG8gCoF], (cDJdYKGr1R7P[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1 + 0o57) + '\x6f' + chr(0b100011 + 0o16), 8)]))
if cfO9_W5ba3tX == roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(101))(chr(309 - 192) + '\x74' + '\146' + '\x2d' + chr(0b111000)) and cDJdYKGr1R7P[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] > nzTpIcepk0o8(chr(48) + chr(0b100 + 0o153) + chr(2168 - 2115), 8) * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + chr(49), 8)]:
[NYr8NJTXQItJ, PmE5_h409JAA, stVGsv3MKjDy] = _18Ou6wrwR7a(NYr8NJTXQItJ)
else:
[NYr8NJTXQItJ, stVGsv3MKjDy] = uooDotmTYEgP.linalg.qr(NYr8NJTXQItJ)
LS67PP_oVBoC = uooDotmTYEgP.linalg.xBFFJFaziFDU(stVGsv3MKjDy)
if LS67PP_oVBoC > nzTpIcepk0o8(chr(48) + '\157' + '\060', 8):
stVGsv3MKjDy = stVGsv3MKjDy / LS67PP_oVBoC
Y1mGinlserK0 = x2JU5xE8cLpk(ZkpORfAzQ9Hw[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1101111) + '\061', 8)], (cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(7793 - 7682) + chr(404 - 355), 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(690 - 642) + chr(0b1101111) + chr(0b101100 + 0o5), 8)] * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(0b110010 + 0o0), 8)]))
Y1mGinlserK0 = uooDotmTYEgP.dot(stVGsv3MKjDy, Y1mGinlserK0)
cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1949 - 1901) + chr(111) + chr(1549 - 1500), 8)] = NYr8NJTXQItJ.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49), 8)]
ZkpORfAzQ9Hw[ZlbFMSG8gCoF] = x2JU5xE8cLpk(NYr8NJTXQItJ, (cDJdYKGr1R7P[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(192 - 144) + '\x6f' + chr(0b110001), 8)]))
ZkpORfAzQ9Hw[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001), 8)] = x2JU5xE8cLpk(Y1mGinlserK0, (cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101010 + 0o7), 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8)], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(328 - 280) + chr(111) + chr(0b101 + 0o55), 8)]))
_5683K9YjOA6[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(6963 - 6852) + '\061', 8)] = xOpu1OGgyB4m(_5683K9YjOA6[ZlbFMSG8gCoF], ZkpORfAzQ9Hw[ZlbFMSG8gCoF], bI5jsQ9OkQtj[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'M\xd1'), '\144' + '\145' + chr(99) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1000101 + 0o60) + '\164' + '\146' + chr(0b101000 + 0o5) + '\x38'), MbjAvyP4Qyak[ZlbFMSG8gCoF], T1RzbMHcPVUG[ZlbFMSG8gCoF], return_norm=nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110000), 8))
dtS9PTqKfqak[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + chr(49), 8)] = xOpu1OGgyB4m(dtS9PTqKfqak[ZlbFMSG8gCoF], ZkpORfAzQ9Hw[ZlbFMSG8gCoF], Fi3yzxctM1zW[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'M\xd1'), chr(100) + chr(0b110 + 0o137) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\070'), return_norm=nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110000), 8))
ZlbFMSG8gCoF = vPPlOXQgR3SM - nzTpIcepk0o8(chr(463 - 415) + '\x6f' + chr(49), 8)
nInu2jv17RtP = -nzTpIcepk0o8('\060' + chr(3345 - 3234) + chr(0b10001 + 0o40), 8)
K71eClYhmQV_ = nzTpIcepk0o8('\060' + chr(0b10001 + 0o136) + chr(0b110001), 8)
dMtFRxRfGpyI = nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(48), 8)
while K71eClYhmQV_ <= bauRuZwnJjVx:
MVNcm5_VuRnk = x2JU5xE8cLpk(bI5jsQ9OkQtj[ZlbFMSG8gCoF], (de80uRqrV2RE[ZlbFMSG8gCoF] * tF75nqoNENFL[ZlbFMSG8gCoF] * de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + '\x31', 8)], nzTpIcepk0o8(chr(834 - 786) + chr(0b110100 + 0o73) + chr(0b101000 + 0o11), 8)))
s0uuXVTCt3Xh = dKT2M76dtUeL(BvL0FdhpkCEu[ZlbFMSG8gCoF], MbjAvyP4Qyak[ZlbFMSG8gCoF], BvL0FdhpkCEu[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1998 - 1950) + chr(111) + chr(0b110001), 8)], MVNcm5_VuRnk)
T1RzbMHcPVUG[ZlbFMSG8gCoF] = uooDotmTYEgP.linalg.xBFFJFaziFDU(s0uuXVTCt3Xh)
if T1RzbMHcPVUG[ZlbFMSG8gCoF] > nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11111 + 0o21), 8):
s0uuXVTCt3Xh = s0uuXVTCt3Xh / T1RzbMHcPVUG[ZlbFMSG8gCoF]
else:
T1RzbMHcPVUG[ZlbFMSG8gCoF] = nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)
Fi3yzxctM1zW[ZlbFMSG8gCoF] = x2JU5xE8cLpk(Fi3yzxctM1zW[ZlbFMSG8gCoF], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b111110 + 0o61) + '\x31', 8)], nzTpIcepk0o8(chr(48) + '\157' + '\061', 8)))
P1EC5iYbCjzl = uooDotmTYEgP.linalg.xBFFJFaziFDU(s0uuXVTCt3Xh - Fi3yzxctM1zW[ZlbFMSG8gCoF])
dMtFRxRfGpyI = KV9ckIhroIia(dMtFRxRfGpyI, P1EC5iYbCjzl)
if nInu2jv17RtP > nzTpIcepk0o8('\060' + chr(5435 - 5324) + '\x30', 8) and ZlbFMSG8gCoF < vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + chr(2057 - 1946) + chr(0b110001), 8):
s0uuXVTCt3Xh = x2JU5xE8cLpk(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\157' + chr(0b110001), 8)]))
if cfO9_W5ba3tX == roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(0b110 + 0o47) + chr(56)):
[GRbsaHW8BT5I, PmE5_h409JAA, r7AA1pbLjb44] = _18Ou6wrwR7a(s0uuXVTCt3Xh, SbzLZQEjyfWL / vPPlOXQgR3SM ** 0.5)
r7AA1pbLjb44 = r7AA1pbLjb44.hq6XE4_Nhd6R
LCrwg7lcbmU9 = GRbsaHW8BT5I.lhbM092AFW8f[nzTpIcepk0o8(chr(220 - 172) + chr(0b1100111 + 0o10) + chr(0b110001), 8)]
else:
[GRbsaHW8BT5I, PmE5_h409JAA, FJ4LhkDEAsaV] = uooDotmTYEgP.linalg.svd(s0uuXVTCt3Xh, full_matrices=nzTpIcepk0o8('\x30' + chr(0b110100 + 0o73) + chr(0b1111 + 0o41), 8))
LCrwg7lcbmU9 = gin2TM8omp5W(PmE5_h409JAA, SbzLZQEjyfWL * uooDotmTYEgP.linalg.xBFFJFaziFDU(PmE5_h409JAA) / vPPlOXQgR3SM ** 0.5)
GRbsaHW8BT5I = GRbsaHW8BT5I[:, :LCrwg7lcbmU9]
r7AA1pbLjb44 = uooDotmTYEgP.dot(rlqSDTf7PzO5(FJ4LhkDEAsaV[:LCrwg7lcbmU9, :]), uooDotmTYEgP.diag(PmE5_h409JAA[:LCrwg7lcbmU9]))
if B7fOTM02ka6t + E3dl8Urgy2CY > nzTpIcepk0o8(chr(0b11 + 0o55) + '\x6f' + '\x30', 8):
s0uuXVTCt3Xh = uooDotmTYEgP.dot(GRbsaHW8BT5I, r7AA1pbLjb44.hq6XE4_Nhd6R)
s0uuXVTCt3Xh = x2JU5xE8cLpk(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(111) + chr(49), 8)]))
YkLz7pubc5X0 = dKT2M76dtUeL(_5683K9YjOA6[ZlbFMSG8gCoF], MbjAvyP4Qyak[ZlbFMSG8gCoF], _5683K9YjOA6[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(1804 - 1693) + chr(619 - 570), 8)], MVNcm5_VuRnk)
YkLz7pubc5X0 = x2JU5xE8cLpk(YkLz7pubc5X0, (cDJdYKGr1R7P[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8)]))
pqGkQyQ4cxJw = uooDotmTYEgP.dot(s0uuXVTCt3Xh, dtS9PTqKfqak[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(2242 - 2194) + chr(0b1101111) + chr(0b100010 + 0o17), 8)])
mSSRY0PwiQwy = x2JU5xE8cLpk(pqGkQyQ4cxJw, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(79 - 31) + chr(6373 - 6262) + '\061', 8)]))
mSSRY0PwiQwy = uooDotmTYEgP.dot(dtS9PTqKfqak[ZlbFMSG8gCoF], mSSRY0PwiQwy)
mSSRY0PwiQwy = x2JU5xE8cLpk(mSSRY0PwiQwy, (cDJdYKGr1R7P[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061', 8)]))
YkLz7pubc5X0 = YkLz7pubc5X0 / T1RzbMHcPVUG[ZlbFMSG8gCoF] - mSSRY0PwiQwy
HGtS9Na9fNDi = uooDotmTYEgP.linalg.xBFFJFaziFDU(YkLz7pubc5X0)
if E3dl8Urgy2CY > nzTpIcepk0o8(chr(48) + '\157' + chr(48), 8):
[YkLz7pubc5X0, zIqcgNgQ9U6F, zIqcgNgQ9U6F] = uooDotmTYEgP.linalg.svd(YkLz7pubc5X0, full_matrices=nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b101110 + 0o2), 8))
YkLz7pubc5X0 = YkLz7pubc5X0[:, :XURpmPuEWCNF(YkLz7pubc5X0.lhbM092AFW8f[nzTpIcepk0o8(chr(824 - 776) + chr(111) + chr(0b110001), 8)], B7fOTM02ka6t)]
YkLz7pubc5X0 = uooDotmTYEgP.hstack((YkLz7pubc5X0, uooDotmTYEgP.random.randn(cDJdYKGr1R7P[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], E3dl8Urgy2CY)))
if q4eLYGgrKcEe:
R0zRmnyvdh0z = dKT2M76dtUeL(BvL0FdhpkCEu[ZlbFMSG8gCoF], MbjAvyP4Qyak[ZlbFMSG8gCoF], _5683K9YjOA6[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110001), 8)], MVNcm5_VuRnk)
R0zRmnyvdh0z = x2JU5xE8cLpk(R0zRmnyvdh0z, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1101100 + 0o3) + '\x31', 8)]))
R0zRmnyvdh0z = R0zRmnyvdh0z / T1RzbMHcPVUG[ZlbFMSG8gCoF] - pqGkQyQ4cxJw
GRbsaHW8BT5I = uooDotmTYEgP.hstack((GRbsaHW8BT5I, R0zRmnyvdh0z))
if cfO9_W5ba3tX == roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), chr(0b100001 + 0o103) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\x64' + chr(2616 - 2515))(chr(8875 - 8758) + '\164' + chr(0b11110 + 0o110) + chr(0b1100 + 0o41) + chr(0b111000)) and Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] > nzTpIcepk0o8(chr(48) + chr(111) + chr(0b101001 + 0o14), 8) * (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1100 + 0o143) + '\061', 8)] + cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b100101 + 0o13) + '\157' + '\061', 8)]):
[GRbsaHW8BT5I, PmE5_h409JAA, stVGsv3MKjDy] = _18Ou6wrwR7a(GRbsaHW8BT5I)
else:
[GRbsaHW8BT5I, stVGsv3MKjDy] = uooDotmTYEgP.linalg.qr(GRbsaHW8BT5I)
r7AA1pbLjb44 = uooDotmTYEgP.hstack((r7AA1pbLjb44, uooDotmTYEgP.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1215 - 1167) + chr(0b111010 + 0o65) + '\x31', 8)], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b100001 + 0o116) + chr(2185 - 2136), 8)]))))
r7AA1pbLjb44 = uooDotmTYEgP.dot(r7AA1pbLjb44, stVGsv3MKjDy.hq6XE4_Nhd6R)
LCrwg7lcbmU9 = GRbsaHW8BT5I.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001), 8)]
Fi3yzxctM1zW[ZlbFMSG8gCoF] = x2JU5xE8cLpk(GRbsaHW8BT5I, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], LCrwg7lcbmU9))
Y1mGinlserK0 = x2JU5xE8cLpk(Fi3yzxctM1zW[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(1033 - 984), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(49), 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(52 - 4) + chr(0b1101111) + '\061', 8)] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + '\x32', 8)]))
r7AA1pbLjb44 = x2JU5xE8cLpk(r7AA1pbLjb44, (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110001), 8)], LCrwg7lcbmU9))
Y1mGinlserK0 = uooDotmTYEgP.dot(r7AA1pbLjb44.hq6XE4_Nhd6R, Y1mGinlserK0)
Fi3yzxctM1zW[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + '\x31', 8)] = x2JU5xE8cLpk(Y1mGinlserK0, (LCrwg7lcbmU9, NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(111) + chr(1782 - 1733), 8)], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + '\062', 8)]))
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + '\061', 8)] = LCrwg7lcbmU9
[BvL0FdhpkCEu[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100000 + 0o21), 8)], T1RzbMHcPVUG[ZlbFMSG8gCoF]] = xOpu1OGgyB4m(BvL0FdhpkCEu[ZlbFMSG8gCoF], Fi3yzxctM1zW[ZlbFMSG8gCoF], bI5jsQ9OkQtj[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'M\xd1'), '\x64' + '\x65' + '\143' + chr(12271 - 12160) + chr(100) + '\x65')(chr(7582 - 7465) + '\164' + '\x66' + chr(933 - 888) + chr(132 - 76)), MbjAvyP4Qyak[ZlbFMSG8gCoF])
if B7fOTM02ka6t + E3dl8Urgy2CY > nzTpIcepk0o8('\060' + chr(111) + '\060', 8):
if cfO9_W5ba3tX == roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), '\x64' + chr(3363 - 3262) + '\143' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + '\x38') and cDJdYKGr1R7P[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] > nzTpIcepk0o8('\x30' + '\157' + chr(0b110101), 8) * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(2167 - 2119) + chr(0b1101111) + '\x31', 8)]:
[YkLz7pubc5X0, PmE5_h409JAA, stVGsv3MKjDy] = _18Ou6wrwR7a(YkLz7pubc5X0)
else:
[YkLz7pubc5X0, stVGsv3MKjDy] = uooDotmTYEgP.linalg.qr(YkLz7pubc5X0)
cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8)] = YkLz7pubc5X0.lhbM092AFW8f[nzTpIcepk0o8('\x30' + chr(111) + '\061', 8)]
ZkpORfAzQ9Hw[ZlbFMSG8gCoF] = x2JU5xE8cLpk(YkLz7pubc5X0, (cDJdYKGr1R7P[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)]))
_5683K9YjOA6[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8)] = xOpu1OGgyB4m(_5683K9YjOA6[ZlbFMSG8gCoF], ZkpORfAzQ9Hw[ZlbFMSG8gCoF], bI5jsQ9OkQtj[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'M\xd1'), '\x64' + '\145' + chr(0b1100011) + chr(7054 - 6943) + chr(100) + '\145')(chr(117) + '\164' + chr(0b1011111 + 0o7) + chr(277 - 232) + chr(56)), MbjAvyP4Qyak[ZlbFMSG8gCoF], T1RzbMHcPVUG[ZlbFMSG8gCoF], return_norm=nzTpIcepk0o8('\060' + chr(4633 - 4522) + '\060', 8))
dtS9PTqKfqak[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(2009 - 1961) + chr(0b100000 + 0o117) + chr(2211 - 2162), 8)] = xOpu1OGgyB4m(dtS9PTqKfqak[ZlbFMSG8gCoF], ZkpORfAzQ9Hw[ZlbFMSG8gCoF], Fi3yzxctM1zW[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'M\xd1'), '\x64' + chr(4014 - 3913) + '\x63' + chr(0b110001 + 0o76) + chr(7638 - 7538) + '\x65')('\x75' + chr(7414 - 7298) + chr(2964 - 2862) + '\055' + chr(0b111000)), return_norm=nzTpIcepk0o8(chr(0b110000) + chr(2897 - 2786) + '\x30', 8))
elif nInu2jv17RtP < nzTpIcepk0o8(chr(0b110000) + '\157' + '\x30', 8) and ZlbFMSG8gCoF > nzTpIcepk0o8(chr(1836 - 1788) + chr(0b1011011 + 0o24) + chr(0b110000), 8):
s0uuXVTCt3Xh = x2JU5xE8cLpk(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49), 8)]))
if cfO9_W5ba3tX == roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), '\x64' + chr(101) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(0b111000)):
[r7AA1pbLjb44, PmE5_h409JAA, GRbsaHW8BT5I] = _18Ou6wrwR7a(s0uuXVTCt3Xh.hq6XE4_Nhd6R, SbzLZQEjyfWL / vPPlOXQgR3SM ** 0.5)
GRbsaHW8BT5I = GRbsaHW8BT5I.hq6XE4_Nhd6R
LCrwg7lcbmU9 = r7AA1pbLjb44.lhbM092AFW8f[nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(0b1100 + 0o45), 8)]
else:
[GRbsaHW8BT5I, PmE5_h409JAA, FJ4LhkDEAsaV] = uooDotmTYEgP.linalg.svd(s0uuXVTCt3Xh, full_matrices=nzTpIcepk0o8(chr(782 - 734) + chr(8991 - 8880) + chr(0b110000), 8))
LCrwg7lcbmU9 = gin2TM8omp5W(PmE5_h409JAA, SbzLZQEjyfWL * uooDotmTYEgP.linalg.xBFFJFaziFDU(PmE5_h409JAA) / vPPlOXQgR3SM ** 0.5)
r7AA1pbLjb44 = rlqSDTf7PzO5(FJ4LhkDEAsaV[:LCrwg7lcbmU9, :])
GRbsaHW8BT5I = uooDotmTYEgP.dot(GRbsaHW8BT5I[:, :LCrwg7lcbmU9], uooDotmTYEgP.diag(PmE5_h409JAA[:LCrwg7lcbmU9]))
if B7fOTM02ka6t + E3dl8Urgy2CY > nzTpIcepk0o8('\x30' + chr(6470 - 6359) + chr(0b101111 + 0o1), 8):
s0uuXVTCt3Xh = uooDotmTYEgP.dot(GRbsaHW8BT5I, r7AA1pbLjb44.hq6XE4_Nhd6R)
s0uuXVTCt3Xh = x2JU5xE8cLpk(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(111) + '\x31', 8)]))
YkLz7pubc5X0 = dKT2M76dtUeL(_5683K9YjOA6[ZlbFMSG8gCoF], MbjAvyP4Qyak[ZlbFMSG8gCoF], _5683K9YjOA6[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + chr(90 - 41), 8)], MVNcm5_VuRnk)
YkLz7pubc5X0 = x2JU5xE8cLpk(YkLz7pubc5X0, (cDJdYKGr1R7P[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10 + 0o56) + chr(4865 - 4754) + chr(0b10010 + 0o37), 8)]))
pqGkQyQ4cxJw = uooDotmTYEgP.dot(dtS9PTqKfqak[ZlbFMSG8gCoF], s0uuXVTCt3Xh)
mSSRY0PwiQwy = x2JU5xE8cLpk(pqGkQyQ4cxJw, (cDJdYKGr1R7P[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b0 + 0o60) + chr(8645 - 8534) + '\x31', 8)]))
mSSRY0PwiQwy = uooDotmTYEgP.dot(mSSRY0PwiQwy, dtS9PTqKfqak[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1427 - 1378), 8)])
mSSRY0PwiQwy = x2JU5xE8cLpk(mSSRY0PwiQwy, (cDJdYKGr1R7P[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001), 8)]))
YkLz7pubc5X0 = YkLz7pubc5X0 / T1RzbMHcPVUG[ZlbFMSG8gCoF] - mSSRY0PwiQwy
HGtS9Na9fNDi = uooDotmTYEgP.linalg.xBFFJFaziFDU(YkLz7pubc5X0)
if E3dl8Urgy2CY > nzTpIcepk0o8('\x30' + chr(7816 - 7705) + '\x30', 8):
[zIqcgNgQ9U6F, zIqcgNgQ9U6F, YkLz7pubc5X0] = uooDotmTYEgP.linalg.svd(YkLz7pubc5X0, full_matrices=nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b100001 + 0o116) + chr(0b110000), 8))
YkLz7pubc5X0 = YkLz7pubc5X0[:, :XURpmPuEWCNF(YkLz7pubc5X0.lhbM092AFW8f[nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10101 + 0o34), 8)], B7fOTM02ka6t)]
YkLz7pubc5X0 = rlqSDTf7PzO5(YkLz7pubc5X0)
YkLz7pubc5X0 = uooDotmTYEgP.vstack((YkLz7pubc5X0, uooDotmTYEgP.random.randn(E3dl8Urgy2CY, NoZxuO7wjArS[ZlbFMSG8gCoF] * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(0b1101111) + chr(49), 8)])))
R0zRmnyvdh0z = dKT2M76dtUeL(_5683K9YjOA6[ZlbFMSG8gCoF], MbjAvyP4Qyak[ZlbFMSG8gCoF], BvL0FdhpkCEu[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(5499 - 5388) + chr(0b1011 + 0o46), 8)], MVNcm5_VuRnk)
R0zRmnyvdh0z = x2JU5xE8cLpk(R0zRmnyvdh0z, (cDJdYKGr1R7P[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(2198 - 2150) + '\x6f' + '\x31', 8)]))
R0zRmnyvdh0z = R0zRmnyvdh0z / T1RzbMHcPVUG[ZlbFMSG8gCoF] - pqGkQyQ4cxJw
r7AA1pbLjb44 = uooDotmTYEgP.hstack((r7AA1pbLjb44, R0zRmnyvdh0z.hq6XE4_Nhd6R))
if cfO9_W5ba3tX == roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), chr(100) + chr(101) + chr(9711 - 9612) + chr(0b111110 + 0o61) + chr(100) + chr(5014 - 4913))('\x75' + '\x74' + chr(0b100010 + 0o104) + chr(45) + chr(0b111000)) and NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(3069 - 2958) + chr(49), 8)] > nzTpIcepk0o8(chr(928 - 880) + chr(2462 - 2351) + '\065', 8) * (Ai70nitccd_p[ZlbFMSG8gCoF] + cDJdYKGr1R7P[ZlbFMSG8gCoF]):
[r7AA1pbLjb44, PmE5_h409JAA, stVGsv3MKjDy] = _18Ou6wrwR7a(r7AA1pbLjb44)
else:
[r7AA1pbLjb44, stVGsv3MKjDy] = uooDotmTYEgP.linalg.qr(r7AA1pbLjb44)
GRbsaHW8BT5I = uooDotmTYEgP.hstack((GRbsaHW8BT5I, uooDotmTYEgP.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF]))))
GRbsaHW8BT5I = uooDotmTYEgP.dot(GRbsaHW8BT5I, stVGsv3MKjDy.hq6XE4_Nhd6R)
LCrwg7lcbmU9 = r7AA1pbLjb44.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(10244 - 10133) + chr(703 - 654), 8)]
Y1mGinlserK0 = x2JU5xE8cLpk(Fi3yzxctM1zW[ZlbFMSG8gCoF - nzTpIcepk0o8('\x30' + chr(0b1110 + 0o141) + chr(1025 - 976), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001), 8)] * NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8('\x30' + chr(111) + chr(49), 8)], Ai70nitccd_p[ZlbFMSG8gCoF]))
Y1mGinlserK0 = uooDotmTYEgP.dot(Y1mGinlserK0, GRbsaHW8BT5I)
Fi3yzxctM1zW[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + chr(0b1000000 + 0o57) + chr(1016 - 967), 8)] = x2JU5xE8cLpk(Y1mGinlserK0, (Ai70nitccd_p[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + chr(111) + '\061', 8)], NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(1575 - 1527) + '\x6f' + chr(49), 8)], LCrwg7lcbmU9))
Fi3yzxctM1zW[ZlbFMSG8gCoF] = x2JU5xE8cLpk(r7AA1pbLjb44.hq6XE4_Nhd6R, (LCrwg7lcbmU9, NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11110 + 0o23), 8)]))
Ai70nitccd_p[ZlbFMSG8gCoF] = LCrwg7lcbmU9
[BvL0FdhpkCEu[ZlbFMSG8gCoF], T1RzbMHcPVUG[ZlbFMSG8gCoF]] = xOpu1OGgyB4m(BvL0FdhpkCEu[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(0b1011011 + 0o24) + chr(2041 - 1992), 8)], Fi3yzxctM1zW[ZlbFMSG8gCoF], bI5jsQ9OkQtj[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'S\xcf'), chr(0b1100001 + 0o3) + chr(0b1001010 + 0o33) + chr(2470 - 2371) + chr(111) + chr(100) + chr(0b1000101 + 0o40))(chr(0b1110101) + chr(116) + '\146' + '\055' + chr(56)), MbjAvyP4Qyak[ZlbFMSG8gCoF])
if B7fOTM02ka6t + E3dl8Urgy2CY > nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + '\060', 8):
if cfO9_W5ba3tX == roI3spqORKae(ES5oEprVxulp(b'F\xd1\xdd\x96'), chr(0b1011 + 0o131) + '\145' + chr(0b1101 + 0o126) + '\x6f' + chr(7071 - 6971) + chr(101))(chr(0b1001 + 0o154) + chr(0b1110100) + '\x66' + chr(45) + '\070') and NoZxuO7wjArS[ZlbFMSG8gCoF] * cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\157' + '\061', 8)] > nzTpIcepk0o8(chr(1195 - 1147) + chr(0b1101111) + chr(53), 8) * cDJdYKGr1R7P[ZlbFMSG8gCoF]:
[YkLz7pubc5X0, PmE5_h409JAA, stVGsv3MKjDy] = _18Ou6wrwR7a(YkLz7pubc5X0.hq6XE4_Nhd6R)
else:
[YkLz7pubc5X0, stVGsv3MKjDy] = uooDotmTYEgP.linalg.qr(YkLz7pubc5X0.hq6XE4_Nhd6R)
cDJdYKGr1R7P[ZlbFMSG8gCoF] = YkLz7pubc5X0.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + chr(0b1010001 + 0o36) + chr(233 - 184), 8)]
ZkpORfAzQ9Hw[ZlbFMSG8gCoF] = x2JU5xE8cLpk(YkLz7pubc5X0.hq6XE4_Nhd6R, (cDJdYKGr1R7P[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], cDJdYKGr1R7P[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101011 + 0o6), 8)]))
_5683K9YjOA6[ZlbFMSG8gCoF] = xOpu1OGgyB4m(_5683K9YjOA6[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49), 8)], ZkpORfAzQ9Hw[ZlbFMSG8gCoF], bI5jsQ9OkQtj[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'S\xcf'), chr(100) + '\145' + '\x63' + chr(0b1000001 + 0o56) + chr(9630 - 9530) + '\145')(chr(0b1010101 + 0o40) + '\x74' + chr(2069 - 1967) + '\055' + chr(56)), MbjAvyP4Qyak[ZlbFMSG8gCoF], T1RzbMHcPVUG[ZlbFMSG8gCoF], return_norm=nzTpIcepk0o8('\060' + chr(111) + '\060', 8))
dtS9PTqKfqak[ZlbFMSG8gCoF] = xOpu1OGgyB4m(dtS9PTqKfqak[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(3611 - 3500) + '\x31', 8)], ZkpORfAzQ9Hw[ZlbFMSG8gCoF], Fi3yzxctM1zW[ZlbFMSG8gCoF], roI3spqORKae(ES5oEprVxulp(b'S\xcf'), chr(0b100000 + 0o104) + chr(6698 - 6597) + '\143' + chr(0b1101111) + chr(0b100010 + 0o102) + chr(5088 - 4987))(chr(117) + chr(0b110111 + 0o75) + chr(102) + chr(1266 - 1221) + chr(56)), return_norm=nzTpIcepk0o8('\060' + '\157' + chr(0b110000), 8))
if zyG6yE_SkDAn > nzTpIcepk0o8(chr(0b110000) + chr(6771 - 6660) + chr(0b10 + 0o57), 8):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'@\xce\xd9\x95\x1e\t\x19\xe1\x85Q\xf8p\xc9Q\xcf\x9e\x9f\x8dL\xa7\xc3Q\xd5)WD\xce\x1e\xefI\x8dT\x13)\x8ce\xdbuvZ\x1c\x86\x92\xc8VHO\xa7\xdf^\xb2%\xda9\x8f'), chr(100) + chr(0b1100101) + '\x63' + '\157' + '\144' + chr(101))(chr(0b1110101) + chr(12872 - 12756) + '\x66' + chr(1973 - 1928) + chr(0b111000)) % (K71eClYhmQV_, ZlbFMSG8gCoF, P1EC5iYbCjzl, LCrwg7lcbmU9, roI3spqORKae(uooDotmTYEgP.linalg, roI3spqORKae(ES5oEprVxulp(b'Y\xe1\xfa\xbdy"\x0e\xa1\xccd\xcbU'), chr(0b1100100) + chr(9924 - 9823) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b110111 + 0o56))(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(2258 - 2202)))(s0uuXVTCt3Xh), HGtS9Na9fNDi))
if nInu2jv17RtP > nzTpIcepk0o8(chr(0b110000) + chr(9858 - 9747) + '\060', 8) and ZlbFMSG8gCoF == vPPlOXQgR3SM - nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10111 + 0o32), 8) or (nInu2jv17RtP < nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1110 + 0o141) + chr(48), 8) and ZlbFMSG8gCoF == nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b10000 + 0o40), 8)):
if zyG6yE_SkDAn > nzTpIcepk0o8('\x30' + '\157' + '\060', 8):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'@\xce\xd9\x95\x1e\t\x19\xe1\x85Q\xf8p\xc9/\x8e\x81\x96\xccU\xd6\xcf\x1c\xd0)5\x05\x98\x10\xafK\x9eC\x02,\x85(\x83V}\x1b\x04\xc7'), chr(0b11011 + 0o111) + '\145' + '\143' + '\x6f' + chr(0b100 + 0o140) + '\x65')(chr(0b110111 + 0o76) + '\x74' + chr(0b1101 + 0o131) + chr(1840 - 1795) + chr(0b111000)) % (K71eClYhmQV_, (nzTpIcepk0o8(chr(589 - 541) + chr(0b1101111) + chr(0b101110 + 0o3), 8) - nInu2jv17RtP) // nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b1101111) + '\062', 8), dMtFRxRfGpyI, KV9ckIhroIia(Ai70nitccd_p)))
if (dMtFRxRfGpyI < SbzLZQEjyfWL or K71eClYhmQV_ == bauRuZwnJjVx) and nInu2jv17RtP > nzTpIcepk0o8('\x30' + chr(111) + chr(48), 8):
break
else:
Fi3yzxctM1zW[ZlbFMSG8gCoF] = x2JU5xE8cLpk(s0uuXVTCt3Xh, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1749 - 1701) + '\x6f' + chr(1915 - 1866), 8)]))
if nInu2jv17RtP > nzTpIcepk0o8(chr(384 - 336) + chr(111) + chr(48), 8):
K71eClYhmQV_ = K71eClYhmQV_ + nzTpIcepk0o8(chr(48) + chr(6979 - 6868) + '\061', 8)
dMtFRxRfGpyI = nzTpIcepk0o8(chr(1222 - 1174) + chr(0b111110 + 0o61) + '\060', 8)
nInu2jv17RtP = -nInu2jv17RtP
else:
ZlbFMSG8gCoF = ZlbFMSG8gCoF + nInu2jv17RtP
Fi3yzxctM1zW[vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + chr(0b1001101 + 0o42) + '\061', 8)] = x2JU5xE8cLpk(s0uuXVTCt3Xh, (Ai70nitccd_p[vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001), 8)], NoZxuO7wjArS[vPPlOXQgR3SM - nzTpIcepk0o8(chr(2205 - 2157) + '\157' + chr(1589 - 1540), 8)], Ai70nitccd_p[vPPlOXQgR3SM]))
T1RzbMHcPVUG = uooDotmTYEgP.exp(oclC8DLjA_lV(uooDotmTYEgP.lmiGj7TonZgV(T1RzbMHcPVUG)) / vPPlOXQgR3SM)
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
Fi3yzxctM1zW[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(Fi3yzxctM1zW[ZlbFMSG8gCoF], T1RzbMHcPVUG)
if R8eLa8Uvv3ia == nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101111 + 0o2), 8):
Fi3yzxctM1zW = Rbsf2c0INB1y.vector.from_list(Fi3yzxctM1zW)
if B7fOTM02ka6t == nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b111111 + 0o60) + '\060', 8):
ZkpORfAzQ9Hw = None
else:
ZkpORfAzQ9Hw = Rbsf2c0INB1y.vector.from_list(ZkpORfAzQ9Hw)
return (Fi3yzxctM1zW, ZkpORfAzQ9Hw) |
oseledets/ttpy | tt/amen/amen_mv.py | _compute_next_Phi | def _compute_next_Phi(Phi_prev, x, y, direction, A=None,
extnrm=None, return_norm=True):
'''
Performs the recurrent Phi (or Psi) matrix computation
Phi = Phi_prev * (x'Ay).
If direction is 'lr', computes Psi
if direction is 'rl', computes Phi
A can be empty, then only x'y is computed.
Phi1: rx1, ry1, ra1, or {rx1, ry1}_ra, or rx1, ry1
Phi2: ry2, ra2, rx2, or {ry2, rx2}_ra, or ry2, rx2
'''
[rx1, n, rx2] = x.shape
[ry1, m, ry2] = y.shape
if A is not None:
if isinstance(A, list): # ?????????????????????????????????
# A is a canonical block
ra = len(A)
else:
# Just full format
[ra1, ra2] = A.shape
ra1 = ra1 // n
ra2 = ra2 // m
# ?????????????????????????????????????
else:
[ra1, ra2] = [1, 1]
if isinstance(Phi_prev, list):
Phi = [None] * ra
if return_norm:
nrm = 0
if (direction == 'lr'):
# lr: Phi1
x = _reshape(x, (rx1, n * rx2))
y = _reshape(y, (ry1 * m, ry2))
for i in xrange(ra):
Phi[i] = _np.dot(_tconj(x), Phi_prev[i])
Phi[i] = _reshape(Phi[i], (n, rx2 * ry1))
Phi[i] = Phi[i].T
Phi[i] = _np.dot(Phi[i], A[i])
Phi[i] = _reshape(Phi[i], (rx2, ry1 * m))
Phi[i] = _np.dot(Phi[i], y)
if return_norm:
nrm = max(nrm, _np.linalg.norm(Phi[i])) # , 'fro'))
else:
# rl: Phi2
y = _reshape(y, (ry1, m * ry2))
x = _reshape(x, (rx1 * n, rx2))
for i in xrange(ra):
Phi[i] = _np.dot(Phi_prev[i], x.T)
Phi[i] = _reshape(Phi[i], (ry2 * rx1, n))
Phi[i] = _np.dot(Phi[i], A[i])
Phi[i] = Phi[i].T
Phi[i] = _reshape(Phi[i], (m * ry2, rx1))
Phi[i] = _np.dot(y, Phi[i])
if return_norm:
nrm = max(nrm, _np.linalg.norm(Phi[i])) # , 'fro'))
if return_norm:
# Extract the scale to prevent overload
if (nrm > 0):
for i in xrange(ra):
Phi[i] = Phi[i] / nrm
else:
nrm = 1
elif extnrm is not None:
# Override the normalization
for i in xrange(ra):
Phi[i] = Phi[i] / extnrm
else:
if (direction == 'lr'):
# lr: Phi1
x = _reshape(x, (rx1, n * rx2))
Phi = _reshape(Phi_prev, (rx1, ry1 * ra1))
Phi = _np.dot(_tconj(x), Phi)
if A is not None:
Phi = _reshape(Phi, (n * rx2 * ry1, ra1))
Phi = Phi.T
Phi = _reshape(Phi, (ra1 * n, rx2 * ry1))
Phi = _np.dot(A.T, Phi)
Phi = _reshape(Phi, (m, ra2 * rx2 * ry1))
else:
Phi = _reshape(Phi, (n, rx2 * ry1))
Phi = Phi.T
Phi = _reshape(Phi, (ra2 * rx2, ry1 * m))
y = _reshape(y, (ry1 * m, ry2))
Phi = _np.dot(Phi, y)
if A is not None:
Phi = _reshape(Phi, (ra2, rx2 * ry2))
Phi = Phi.T
Phi = _reshape(Phi, (rx2, ry2, ra2))
else:
Phi = _reshape(Phi, (rx2, ry2))
else:
# rl: Phi2
y = _reshape(y, (ry1 * m, ry2))
Phi = _reshape(Phi_prev, (ry2, ra2 * rx2))
Phi = _np.dot(y, Phi)
if A is not None:
Phi = _reshape(Phi, (ry1, m * ra2 * rx2))
Phi = Phi.T
Phi = _reshape(Phi, (m * ra2, rx2 * ry1))
Phi = _np.dot(A, Phi)
Phi = _reshape(Phi, (ra1 * n * rx2, ry1))
Phi = Phi.T
Phi = _reshape(Phi, (ry1 * ra1, n * rx2))
x = _reshape(x, (rx1, n * rx2))
Phi = _np.dot(Phi, _tconj(x))
if A is not None:
Phi = _reshape(Phi, (ry1, ra1, rx1))
else:
Phi = _reshape(Phi, (ry1, rx1))
if return_norm:
# Extract the scale to prevent overload
nrm = _np.linalg.norm(Phi) # , 'fro')
if (nrm > 0):
Phi = Phi / nrm
else:
nrm = 1
elif extnrm is not None:
# Override the normalization by the external one
Phi = Phi / extnrm
if return_norm:
return Phi, nrm
else:
return Phi | python | def _compute_next_Phi(Phi_prev, x, y, direction, A=None,
extnrm=None, return_norm=True):
'''
Performs the recurrent Phi (or Psi) matrix computation
Phi = Phi_prev * (x'Ay).
If direction is 'lr', computes Psi
if direction is 'rl', computes Phi
A can be empty, then only x'y is computed.
Phi1: rx1, ry1, ra1, or {rx1, ry1}_ra, or rx1, ry1
Phi2: ry2, ra2, rx2, or {ry2, rx2}_ra, or ry2, rx2
'''
[rx1, n, rx2] = x.shape
[ry1, m, ry2] = y.shape
if A is not None:
if isinstance(A, list): # ?????????????????????????????????
# A is a canonical block
ra = len(A)
else:
# Just full format
[ra1, ra2] = A.shape
ra1 = ra1 // n
ra2 = ra2 // m
# ?????????????????????????????????????
else:
[ra1, ra2] = [1, 1]
if isinstance(Phi_prev, list):
Phi = [None] * ra
if return_norm:
nrm = 0
if (direction == 'lr'):
# lr: Phi1
x = _reshape(x, (rx1, n * rx2))
y = _reshape(y, (ry1 * m, ry2))
for i in xrange(ra):
Phi[i] = _np.dot(_tconj(x), Phi_prev[i])
Phi[i] = _reshape(Phi[i], (n, rx2 * ry1))
Phi[i] = Phi[i].T
Phi[i] = _np.dot(Phi[i], A[i])
Phi[i] = _reshape(Phi[i], (rx2, ry1 * m))
Phi[i] = _np.dot(Phi[i], y)
if return_norm:
nrm = max(nrm, _np.linalg.norm(Phi[i])) # , 'fro'))
else:
# rl: Phi2
y = _reshape(y, (ry1, m * ry2))
x = _reshape(x, (rx1 * n, rx2))
for i in xrange(ra):
Phi[i] = _np.dot(Phi_prev[i], x.T)
Phi[i] = _reshape(Phi[i], (ry2 * rx1, n))
Phi[i] = _np.dot(Phi[i], A[i])
Phi[i] = Phi[i].T
Phi[i] = _reshape(Phi[i], (m * ry2, rx1))
Phi[i] = _np.dot(y, Phi[i])
if return_norm:
nrm = max(nrm, _np.linalg.norm(Phi[i])) # , 'fro'))
if return_norm:
# Extract the scale to prevent overload
if (nrm > 0):
for i in xrange(ra):
Phi[i] = Phi[i] / nrm
else:
nrm = 1
elif extnrm is not None:
# Override the normalization
for i in xrange(ra):
Phi[i] = Phi[i] / extnrm
else:
if (direction == 'lr'):
# lr: Phi1
x = _reshape(x, (rx1, n * rx2))
Phi = _reshape(Phi_prev, (rx1, ry1 * ra1))
Phi = _np.dot(_tconj(x), Phi)
if A is not None:
Phi = _reshape(Phi, (n * rx2 * ry1, ra1))
Phi = Phi.T
Phi = _reshape(Phi, (ra1 * n, rx2 * ry1))
Phi = _np.dot(A.T, Phi)
Phi = _reshape(Phi, (m, ra2 * rx2 * ry1))
else:
Phi = _reshape(Phi, (n, rx2 * ry1))
Phi = Phi.T
Phi = _reshape(Phi, (ra2 * rx2, ry1 * m))
y = _reshape(y, (ry1 * m, ry2))
Phi = _np.dot(Phi, y)
if A is not None:
Phi = _reshape(Phi, (ra2, rx2 * ry2))
Phi = Phi.T
Phi = _reshape(Phi, (rx2, ry2, ra2))
else:
Phi = _reshape(Phi, (rx2, ry2))
else:
# rl: Phi2
y = _reshape(y, (ry1 * m, ry2))
Phi = _reshape(Phi_prev, (ry2, ra2 * rx2))
Phi = _np.dot(y, Phi)
if A is not None:
Phi = _reshape(Phi, (ry1, m * ra2 * rx2))
Phi = Phi.T
Phi = _reshape(Phi, (m * ra2, rx2 * ry1))
Phi = _np.dot(A, Phi)
Phi = _reshape(Phi, (ra1 * n * rx2, ry1))
Phi = Phi.T
Phi = _reshape(Phi, (ry1 * ra1, n * rx2))
x = _reshape(x, (rx1, n * rx2))
Phi = _np.dot(Phi, _tconj(x))
if A is not None:
Phi = _reshape(Phi, (ry1, ra1, rx1))
else:
Phi = _reshape(Phi, (ry1, rx1))
if return_norm:
# Extract the scale to prevent overload
nrm = _np.linalg.norm(Phi) # , 'fro')
if (nrm > 0):
Phi = Phi / nrm
else:
nrm = 1
elif extnrm is not None:
# Override the normalization by the external one
Phi = Phi / extnrm
if return_norm:
return Phi, nrm
else:
return Phi | [
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... | Performs the recurrent Phi (or Psi) matrix computation
Phi = Phi_prev * (x'Ay).
If direction is 'lr', computes Psi
if direction is 'rl', computes Phi
A can be empty, then only x'y is computed.
Phi1: rx1, ry1, ra1, or {rx1, ry1}_ra, or rx1, ry1
Phi2: ry2, ra2, rx2, or {ry2, rx2}_ra, or ry2, rx2 | [
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"can"... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/amen/amen_mv.py#L480-L608 | train | Compute the next recurrent Phi. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\157' + '\061' + '\x36' + '\x34', 61507 - 61499), nzTpIcepk0o8(chr(48) + chr(9864 - 9753) + chr(0b11011 + 0o32) + chr(1414 - 1363), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1433 - 1382) + '\x31' + '\x34', 9391 - 9383), nzTpIcepk0o8(chr(48) + chr(3906 - 3795) + chr(0b110001 + 0o0) + chr(0b101001 + 0o12) + '\061', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(49) + '\x37' + '\066', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(0b110001) + '\062', 36400 - 36392), nzTpIcepk0o8('\x30' + chr(111) + '\x36' + chr(52), 0b1000), nzTpIcepk0o8('\x30' + chr(5652 - 5541) + chr(55) + chr(1851 - 1796), 26167 - 26159), nzTpIcepk0o8(chr(85 - 37) + '\157' + chr(0b110011) + chr(2152 - 2104) + chr(2453 - 2401), 46468 - 46460), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(52) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(7669 - 7558) + '\062' + '\063' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(1378 - 1330) + '\x6f' + chr(49) + chr(0b110100) + chr(0b1110 + 0o44), 0b1000), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(5963 - 5852) + chr(532 - 482) + '\x32' + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10111 + 0o33) + chr(52) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(94 - 44) + chr(0b11101 + 0o27), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(6714 - 6603) + '\x31' + chr(51), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110111) + '\062', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(1337 - 1284) + '\064', 0b1000), nzTpIcepk0o8('\060' + chr(7444 - 7333) + chr(145 - 94) + '\x31' + '\x33', 27471 - 27463), nzTpIcepk0o8(chr(0b110000) + chr(662 - 551) + chr(0b110011) + chr(0b10111 + 0o31) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(0b101001 + 0o10) + '\x35', 29607 - 29599), nzTpIcepk0o8('\060' + chr(0b1011111 + 0o20) + chr(0b101001 + 0o10) + chr(0b110010) + chr(0b1101 + 0o44), 13763 - 13755), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110101) + chr(1908 - 1859), ord("\x08")), nzTpIcepk0o8(chr(2016 - 1968) + chr(0b1101111) + chr(0b100111 + 0o12) + chr(0b111 + 0o57) + chr(0b110 + 0o60), 60289 - 60281), nzTpIcepk0o8(chr(48) + chr(0b1100110 + 0o11) + chr(0b1111 + 0o43), ord("\x08")), nzTpIcepk0o8(chr(777 - 729) + '\157' + '\x31' + '\x36', 0o10), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + chr(416 - 365) + chr(53) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(913 - 865) + chr(111) + '\063' + chr(54) + chr(53), 0o10), nzTpIcepk0o8(chr(969 - 921) + '\157' + '\x33' + '\x30' + '\060', 934 - 926), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + chr(2570 - 2519) + '\x34' + chr(1244 - 1192), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(3103 - 2992) + '\x33' + '\064' + chr(570 - 520), 63447 - 63439), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1101111) + chr(2023 - 1973) + chr(0b11 + 0o63), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b1101 + 0o45) + chr(0b110011) + chr(0b110011), 29496 - 29488), nzTpIcepk0o8(chr(841 - 793) + '\157' + chr(150 - 99) + '\066' + chr(49), 17184 - 17176), nzTpIcepk0o8(chr(0b110000) + chr(9934 - 9823) + '\061' + '\066' + chr(0b110000 + 0o4), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100110 + 0o20) + chr(0b110010 + 0o2), 8), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(0b1101111) + chr(0b100100 + 0o15) + chr(1040 - 990) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + '\x33' + chr(705 - 656) + chr(52), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49) + chr(0b110110) + chr(48), 568 - 560), nzTpIcepk0o8(chr(0b110000) + chr(338 - 227) + chr(292 - 241) + chr(0b101010 + 0o6) + chr(0b11100 + 0o33), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(111) + chr(2409 - 2356) + chr(0b10001 + 0o37), 16055 - 16047)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'Z'), '\144' + '\x65' + '\x63' + chr(111) + chr(0b1100100) + chr(0b0 + 0o145))(chr(117) + '\164' + chr(0b1001101 + 0o31) + chr(0b101101) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def xOpu1OGgyB4m(X9pSnRRJhIx1, bI5jsQ9OkQtj, Fi3yzxctM1zW, rWMsESlLhmTs, MbjAvyP4Qyak=None, HpPNAbglCAC5=None, MEYVMLlC4DUt=nzTpIcepk0o8(chr(48) + chr(2702 - 2591) + chr(0b1100 + 0o45), 0o10)):
[FynigitWVyR1, NoZxuO7wjArS, SdwOYFGyJIJp] = bI5jsQ9OkQtj.lhbM092AFW8f
[W4T3BFh9E3Qy, tF75nqoNENFL, qNYR0sRaeI0I] = Fi3yzxctM1zW.lhbM092AFW8f
if MbjAvyP4Qyak is not None:
if suIjIS24Zkqw(MbjAvyP4Qyak, H4NoA26ON7iG):
vGclg_aQYHuN = ftfygxgFas5X(MbjAvyP4Qyak)
else:
[XVmbQPPcCa7I, SZa4XSodv9Kt] = MbjAvyP4Qyak.lhbM092AFW8f
XVmbQPPcCa7I = XVmbQPPcCa7I // NoZxuO7wjArS
SZa4XSodv9Kt = SZa4XSodv9Kt // tF75nqoNENFL
else:
[XVmbQPPcCa7I, SZa4XSodv9Kt] = [nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101010 + 0o5) + '\x31', 8), nzTpIcepk0o8('\060' + chr(0b1101101 + 0o2) + chr(0b110001), 8)]
if suIjIS24Zkqw(X9pSnRRJhIx1, H4NoA26ON7iG):
hjHt9dhRVzcF = [None] * vGclg_aQYHuN
if MEYVMLlC4DUt:
xL8ARFIkesQn = nzTpIcepk0o8(chr(48) + chr(111) + chr(686 - 638), ord("\x08"))
if rWMsESlLhmTs == roI3spqORKae(ES5oEprVxulp(b'\x18Y'), '\x64' + chr(0b110011 + 0o62) + chr(0b1001111 + 0o24) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1000101 + 0o60) + '\164' + chr(102) + chr(45) + chr(0b11 + 0o65)):
bI5jsQ9OkQtj = x2JU5xE8cLpk(bI5jsQ9OkQtj, (FynigitWVyR1, NoZxuO7wjArS * SdwOYFGyJIJp))
Fi3yzxctM1zW = x2JU5xE8cLpk(Fi3yzxctM1zW, (W4T3BFh9E3Qy * tF75nqoNENFL, qNYR0sRaeI0I))
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vGclg_aQYHuN):
hjHt9dhRVzcF[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(rlqSDTf7PzO5(bI5jsQ9OkQtj), X9pSnRRJhIx1[ZlbFMSG8gCoF])
hjHt9dhRVzcF[ZlbFMSG8gCoF] = x2JU5xE8cLpk(hjHt9dhRVzcF[ZlbFMSG8gCoF], (NoZxuO7wjArS, SdwOYFGyJIJp * W4T3BFh9E3Qy))
hjHt9dhRVzcF[ZlbFMSG8gCoF] = hjHt9dhRVzcF[ZlbFMSG8gCoF].hq6XE4_Nhd6R
hjHt9dhRVzcF[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(hjHt9dhRVzcF[ZlbFMSG8gCoF], MbjAvyP4Qyak[ZlbFMSG8gCoF])
hjHt9dhRVzcF[ZlbFMSG8gCoF] = x2JU5xE8cLpk(hjHt9dhRVzcF[ZlbFMSG8gCoF], (SdwOYFGyJIJp, W4T3BFh9E3Qy * tF75nqoNENFL))
hjHt9dhRVzcF[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(hjHt9dhRVzcF[ZlbFMSG8gCoF], Fi3yzxctM1zW)
if MEYVMLlC4DUt:
xL8ARFIkesQn = KV9ckIhroIia(xL8ARFIkesQn, uooDotmTYEgP.linalg.xBFFJFaziFDU(hjHt9dhRVzcF[ZlbFMSG8gCoF]))
else:
Fi3yzxctM1zW = x2JU5xE8cLpk(Fi3yzxctM1zW, (W4T3BFh9E3Qy, tF75nqoNENFL * qNYR0sRaeI0I))
bI5jsQ9OkQtj = x2JU5xE8cLpk(bI5jsQ9OkQtj, (FynigitWVyR1 * NoZxuO7wjArS, SdwOYFGyJIJp))
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vGclg_aQYHuN):
hjHt9dhRVzcF[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(X9pSnRRJhIx1[ZlbFMSG8gCoF], bI5jsQ9OkQtj.hq6XE4_Nhd6R)
hjHt9dhRVzcF[ZlbFMSG8gCoF] = x2JU5xE8cLpk(hjHt9dhRVzcF[ZlbFMSG8gCoF], (qNYR0sRaeI0I * FynigitWVyR1, NoZxuO7wjArS))
hjHt9dhRVzcF[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(hjHt9dhRVzcF[ZlbFMSG8gCoF], MbjAvyP4Qyak[ZlbFMSG8gCoF])
hjHt9dhRVzcF[ZlbFMSG8gCoF] = hjHt9dhRVzcF[ZlbFMSG8gCoF].hq6XE4_Nhd6R
hjHt9dhRVzcF[ZlbFMSG8gCoF] = x2JU5xE8cLpk(hjHt9dhRVzcF[ZlbFMSG8gCoF], (tF75nqoNENFL * qNYR0sRaeI0I, FynigitWVyR1))
hjHt9dhRVzcF[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(Fi3yzxctM1zW, hjHt9dhRVzcF[ZlbFMSG8gCoF])
if MEYVMLlC4DUt:
xL8ARFIkesQn = KV9ckIhroIia(xL8ARFIkesQn, uooDotmTYEgP.linalg.xBFFJFaziFDU(hjHt9dhRVzcF[ZlbFMSG8gCoF]))
if MEYVMLlC4DUt:
if xL8ARFIkesQn > nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', 8):
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vGclg_aQYHuN):
hjHt9dhRVzcF[ZlbFMSG8gCoF] = hjHt9dhRVzcF[ZlbFMSG8gCoF] / xL8ARFIkesQn
else:
xL8ARFIkesQn = nzTpIcepk0o8(chr(0b100001 + 0o17) + '\157' + chr(1508 - 1459), 8)
elif HpPNAbglCAC5 is not None:
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vGclg_aQYHuN):
hjHt9dhRVzcF[ZlbFMSG8gCoF] = hjHt9dhRVzcF[ZlbFMSG8gCoF] / HpPNAbglCAC5
else:
if rWMsESlLhmTs == roI3spqORKae(ES5oEprVxulp(b'\x18Y'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + '\x64' + '\x65')(chr(10984 - 10867) + '\x74' + '\146' + '\x2d' + chr(2447 - 2391)):
bI5jsQ9OkQtj = x2JU5xE8cLpk(bI5jsQ9OkQtj, (FynigitWVyR1, NoZxuO7wjArS * SdwOYFGyJIJp))
hjHt9dhRVzcF = x2JU5xE8cLpk(X9pSnRRJhIx1, (FynigitWVyR1, W4T3BFh9E3Qy * XVmbQPPcCa7I))
hjHt9dhRVzcF = uooDotmTYEgP.dot(rlqSDTf7PzO5(bI5jsQ9OkQtj), hjHt9dhRVzcF)
if MbjAvyP4Qyak is not None:
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (NoZxuO7wjArS * SdwOYFGyJIJp * W4T3BFh9E3Qy, XVmbQPPcCa7I))
hjHt9dhRVzcF = hjHt9dhRVzcF.hq6XE4_Nhd6R
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (XVmbQPPcCa7I * NoZxuO7wjArS, SdwOYFGyJIJp * W4T3BFh9E3Qy))
hjHt9dhRVzcF = uooDotmTYEgP.dot(MbjAvyP4Qyak.hq6XE4_Nhd6R, hjHt9dhRVzcF)
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (tF75nqoNENFL, SZa4XSodv9Kt * SdwOYFGyJIJp * W4T3BFh9E3Qy))
else:
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (NoZxuO7wjArS, SdwOYFGyJIJp * W4T3BFh9E3Qy))
hjHt9dhRVzcF = hjHt9dhRVzcF.hq6XE4_Nhd6R
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (SZa4XSodv9Kt * SdwOYFGyJIJp, W4T3BFh9E3Qy * tF75nqoNENFL))
Fi3yzxctM1zW = x2JU5xE8cLpk(Fi3yzxctM1zW, (W4T3BFh9E3Qy * tF75nqoNENFL, qNYR0sRaeI0I))
hjHt9dhRVzcF = uooDotmTYEgP.dot(hjHt9dhRVzcF, Fi3yzxctM1zW)
if MbjAvyP4Qyak is not None:
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (SZa4XSodv9Kt, SdwOYFGyJIJp * qNYR0sRaeI0I))
hjHt9dhRVzcF = hjHt9dhRVzcF.hq6XE4_Nhd6R
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (SdwOYFGyJIJp, qNYR0sRaeI0I, SZa4XSodv9Kt))
else:
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (SdwOYFGyJIJp, qNYR0sRaeI0I))
else:
Fi3yzxctM1zW = x2JU5xE8cLpk(Fi3yzxctM1zW, (W4T3BFh9E3Qy * tF75nqoNENFL, qNYR0sRaeI0I))
hjHt9dhRVzcF = x2JU5xE8cLpk(X9pSnRRJhIx1, (qNYR0sRaeI0I, SZa4XSodv9Kt * SdwOYFGyJIJp))
hjHt9dhRVzcF = uooDotmTYEgP.dot(Fi3yzxctM1zW, hjHt9dhRVzcF)
if MbjAvyP4Qyak is not None:
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (W4T3BFh9E3Qy, tF75nqoNENFL * SZa4XSodv9Kt * SdwOYFGyJIJp))
hjHt9dhRVzcF = hjHt9dhRVzcF.hq6XE4_Nhd6R
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (tF75nqoNENFL * SZa4XSodv9Kt, SdwOYFGyJIJp * W4T3BFh9E3Qy))
hjHt9dhRVzcF = uooDotmTYEgP.dot(MbjAvyP4Qyak, hjHt9dhRVzcF)
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (XVmbQPPcCa7I * NoZxuO7wjArS * SdwOYFGyJIJp, W4T3BFh9E3Qy))
hjHt9dhRVzcF = hjHt9dhRVzcF.hq6XE4_Nhd6R
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (W4T3BFh9E3Qy * XVmbQPPcCa7I, NoZxuO7wjArS * SdwOYFGyJIJp))
bI5jsQ9OkQtj = x2JU5xE8cLpk(bI5jsQ9OkQtj, (FynigitWVyR1, NoZxuO7wjArS * SdwOYFGyJIJp))
hjHt9dhRVzcF = uooDotmTYEgP.dot(hjHt9dhRVzcF, rlqSDTf7PzO5(bI5jsQ9OkQtj))
if MbjAvyP4Qyak is not None:
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (W4T3BFh9E3Qy, XVmbQPPcCa7I, FynigitWVyR1))
else:
hjHt9dhRVzcF = x2JU5xE8cLpk(hjHt9dhRVzcF, (W4T3BFh9E3Qy, FynigitWVyR1))
if MEYVMLlC4DUt:
xL8ARFIkesQn = uooDotmTYEgP.linalg.xBFFJFaziFDU(hjHt9dhRVzcF)
if xL8ARFIkesQn > nzTpIcepk0o8(chr(81 - 33) + chr(0b1101111) + '\060', 8):
hjHt9dhRVzcF = hjHt9dhRVzcF / xL8ARFIkesQn
else:
xL8ARFIkesQn = nzTpIcepk0o8(chr(48) + chr(111) + chr(0b100101 + 0o14), 8)
elif HpPNAbglCAC5 is not None:
hjHt9dhRVzcF = hjHt9dhRVzcF / HpPNAbglCAC5
if MEYVMLlC4DUt:
return (hjHt9dhRVzcF, xL8ARFIkesQn)
else:
return hjHt9dhRVzcF |
oseledets/ttpy | tt/multifuncrs.py | multifuncrs | def multifuncrs(X, funs, eps=1E-6,
nswp=10,
kickrank=5,
y0=None,
rmax=999999, # TODO:infinity \
kicktype='amr-two', \
pcatype='svd', \
trunctype='fro', \
d2=1, \
do_qr=False, \
verb=1):
"""Cross approximation of a (vector-)function of several TT-tensors.
:param X: tuple of TT-tensors
:param funs: multivariate function
:param eps: accuracy
"""
dtype = np.float64
if len([x for x in X if x.is_complex]) > 0:
dtype = np.complex128
y = y0
wasrand = False
nx = len(X)
d = X[0].d
n = X[0].n
rx = np.transpose(np.array([ttx.r for ttx in X]))
#crx = [tt.tensor.to_list(ttx) for x in X]
#crx = zip(*crx)
crx = np.transpose(np.array([tt.tensor.to_list(ttx)
for ttx in X], dtype=np.object))
crx = np.empty((nx, d), dtype=np.object)
i = 0
for ttx in X:
v = tt.tensor.to_list(ttx)
j = 0
for w in v:
crx[i, j] = w
j = j + 1
i = i + 1
crx = crx.T
if y is None:
ry = d2 * np.ones((d + 1,), dtype=np.int32)
ry[0] = 1
y = tt.rand(n, d, ry)
wasrand = True
ry = y.r
cry = tt.tensor.to_list(y)
Ry = np.zeros((d + 1, ), dtype=np.object)
Ry[0] = np.array([[1.0]], dtype=dtype)
Ry[d] = np.array([[1.0]], dtype=dtype)
Rx = np.zeros((d + 1, nx), dtype=np.object)
Rx[0, :] = np.ones(nx, dtype=dtype)
Rx[d, :] = np.ones(nx, dtype=dtype)
block_order = [+d, -d]
# orth
for i in range(0, d - 1):
cr = cry[i]
cr = reshape(cr, (ry[i] * n[i], ry[i + 1]))
cr, rv = np.linalg.qr(cr)
cr2 = cry[i + 1]
cr2 = reshape(cr2, (ry[i + 1], n[i + 1] * ry[i + 2]))
cr2 = np.dot(rv, cr2) # matrix multiplication
ry[i + 1] = cr.shape[1]
cr = reshape(cr, (ry[i], n[i], ry[i + 1]))
cry[i + 1] = reshape(cr2, (ry[i + 1], n[i + 1], ry[i + 2]))
cry[i] = cr
Ry[i + 1] = np.dot(Ry[i], reshape(cr, (ry[i], n[i] * ry[i + 1])))
Ry[i + 1] = reshape(Ry[i + 1], (ry[i] * n[i], ry[i + 1]))
curind = []
if wasrand:
# EVERY DAY I'M SHUFFLIN'
curind = np.random.permutation(n[i] * ry[i])[:ry[i + 1]]
else:
curind = maxvol(Ry[i + 1])
Ry[i + 1] = Ry[i + 1][curind, :]
for j in range(0, nx):
try:
Rx[i + 1, j] = reshape(crx[i, j],
(rx[i, j], n[i] * rx[i + 1, j]))
except:
pass
Rx[i + 1, j] = np.dot(Rx[i, j], Rx[i + 1, j])
Rx[i + 1, j] = reshape(Rx[i + 1, j], (ry[i] * n[i], rx[i + 1, j]))
Rx[i + 1, j] = Rx[i + 1, j][curind, :]
d2 = ry[d]
ry[d] = 1
cry[d - 1] = np.transpose(cry[d - 1], [2, 0, 1]) # permute
last_sweep = False
swp = 1
dy = np.zeros((d, ))
max_dy = 0
cur_order = copy.copy(block_order)
order_index = 1
i = d - 1
# can't use 'dir' identifier in python
dirn = int(math.copysign(1, cur_order[order_index]))
# DMRG sweeps
while swp <= nswp or dirn > 0:
oldy = reshape(cry[i], (d2 * ry[i] * n[i] * ry[i + 1],))
if not last_sweep:
# compute the X superblocks
curbl = np.zeros((ry[i] * n[i] * ry[i + 1], nx), dtype=dtype)
for j in range(0, nx):
cr = reshape(crx[i, j], (rx[i, j], n[i] * rx[i + 1, j]))
cr = np.dot(Rx[i, j], cr)
cr = reshape(cr, (ry[i] * n[i], rx[i + 1, j]))
cr = np.dot(cr, Rx[i + 1, j])
curbl[:, j] = cr.flatten('F')
# call the function
newy = funs(curbl)
# multiply with inverted Ry
newy = reshape(newy, (ry[i], n[i] * ry[i + 1] * d2))
newy = np.linalg.solve(Ry[i], newy) # y = R \ y
newy = reshape(newy, (ry[i] * n[i] * ry[i + 1], d2))
newy = reshape(np.transpose(newy), (d2 * ry[i] * n[i], ry[i + 1]))
newy = np.transpose(np.linalg.solve(
np.transpose(Ry[i + 1]), np.transpose(newy))) # y=y/R
newy = reshape(newy, (d2 * ry[i] * n[i] * ry[i + 1],))
else:
newy = oldy
dy[i] = np.linalg.norm(newy - oldy) / np.linalg.norm(newy)
max_dy = max(max_dy, dy[i])
# truncation
if dirn > 0: # left-to-right
newy = reshape(newy, (d2, ry[i] * n[i] * ry[i + 1]))
newy = reshape(np.transpose(newy), (ry[i] * n[i], ry[i + 1] * d2))
else:
newy = reshape(newy, (d2 * ry[i], n[i] * ry[i + 1]))
r = 0 # defines a variable in global scope
if kickrank >= 0:
u, s, v = np.linalg.svd(newy, full_matrices=False)
v = np.conj(np.transpose(v))
if trunctype == "fro" or last_sweep:
r = my_chop2(s, eps / math.sqrt(d) * np.linalg.norm(s))
else:
# truncate taking into account the (r+1) overhead in the cross
# (T.S.: what?)
cums = abs(s * np.arange(2, len(s) + 2)) ** 2
cums = np.cumsum(cums[::-1])[::-1]
cums = cums / cums[0]
ff = [i for i in range(len(cums)) if cums[i] < eps ** 2 / d]
if len(ff) == 0:
r = len(s)
else:
r = np.amin(ff)
r = min(r, rmax, len(s))
else:
if dirn > 0:
u, v = np.linalg.qr(newy)
v = np.conj(np.transpose(v))
r = u.shape[1]
s = np.ones((r, ))
else:
v, u = np.linalg.qr(np.transpose(newy))
v = np.conj(v)
u = np.transpose(u)
r = u.shape[1]
s = np.ones((r, ))
if verb > 1:
print('=multifuncrs= block %d{%d}, dy: %3.3e, r: %d' % (i, dirn, dy[i], r))
# kicks and interfaces
if dirn > 0 and i < d - 1:
u = u[:, :r]
v = np.dot(v[:, :r], np.diag(s[:r]))
# kick
radd = 0
rv = 1
if not last_sweep and kickrank > 0:
uk = None
if kicktype == 'amr-two':
# AMR(two)-like kick.
# compute the X superblocks
ind2 = np.unique(np.random.randint(
0, ry[i + 2] * n[i + 1], ry[i + 1]))
#ind2 = np.unique(np.floor(np.random.rand(ry[i + 1]) * (ry[i + 2] * n[i + 1])))
rkick = len(ind2)
curbl = np.zeros((ry[i] * n[i] * rkick, nx), dtype=dtype)
for j in range(nx):
cr1 = reshape(
crx[i, j], (rx[i, j], n[i] * rx[i + 1, j]))
cr1 = np.dot(Rx[i, j], cr1)
cr1 = reshape(cr1, (ry[i] * n[i], rx[i + 1, j]))
cr2 = reshape(
crx[i + 1, j], (rx[i + 1, j] * n[i + 1], rx[i + 2, j]))
cr2 = np.dot(cr2, Rx[i + 2, j])
cr2 = reshape(
cr2, (rx[i + 1, j], n[i + 1] * ry[i + 2]))
cr2 = cr2[:, ind2]
curbl[:, j] = reshape(
np.dot(cr1, cr2), (ry[i] * n[i] * rkick,))
# call the function
uk = funs(curbl)
uk = reshape(uk, (ry[i], n[i] * rkick * d2))
uk = np.linalg.solve(Ry[i], uk)
uk = reshape(uk, (ry[i] * n[i], rkick * d2))
if pcatype == 'svd':
uk, sk, vk = np.linalg.svd(uk, full_matrices=False)
vk = np.conj(np.transpose(vk))
uk = uk[:, :min(kickrank, uk.shape[1])]
else:
# uk = uchol(np.transpose(uk), kickrank + 1) # TODO
uk = uk[:, :max(uk.shape[1] - kickrank + 1, 1):-1]
else:
uk = np.random.rand(ry[i] * n[i], kickrank)
u, rv = np.linalg.qr(np.concatenate((u, uk), axis=1))
radd = uk.shape[1]
v = np.concatenate(
(v, np.zeros((ry[i + 1] * d2, radd), dtype=dtype)), axis=1)
v = np.dot(rv, np.conj(np.transpose(v)))
r = u.shape[1]
cr2 = cry[i + 1]
cr2 = reshape(cr2, (ry[i + 1], n[i + 1] * ry[i + 2]))
v = reshape(v, (r * ry[i + 1], d2))
v = reshape(np.transpose(v), (d2 * r, ry[i + 1]))
v = np.dot(v, cr2)
ry[i + 1] = r
u = reshape(u, (ry[i], n[i], r))
v = reshape(v, (d2, r, n[i + 1], ry[i + 2]))
cry[i] = u
cry[i + 1] = v
Ry[i + 1] = np.dot(Ry[i], reshape(u, (ry[i], n[i] * ry[i + 1])))
Ry[i + 1] = reshape(Ry[i + 1], (ry[i] * n[i], ry[i + 1]))
curind = maxvol(Ry[i + 1])
Ry[i + 1] = Ry[i + 1][curind, :]
for j in range(nx):
Rx[i + 1, j] = reshape(crx[i, j],
(rx[i, j], n[i] * rx[i + 1, j]))
Rx[i + 1, j] = np.dot(Rx[i, j], Rx[i + 1, j])
Rx[i + 1, j] = reshape(Rx[i + 1, j],
(ry[i] * n[i], rx[i + 1, j]))
Rx[i + 1, j] = Rx[i + 1, j][curind, :]
elif dirn < 0 and i > 0:
u = np.dot(u[:, :r], np.diag(s[:r]))
v = np.conj(v[:, :r])
radd = 0
rv = 1
if not last_sweep and kickrank > 0:
if kicktype == 'amr-two':
# compute the X superblocks
ind2 = np.unique(np.random.randint(
0, ry[i - 1] * n[i - 1], ry[i]))
rkick = len(ind2)
curbl = np.zeros(
(rkick * n[i] * ry[i + 1], nx), dtype=dtype)
for j in range(nx):
cr1 = reshape(
crx[i, j], (rx[i, j] * n[i], rx[i + 1, j]))
cr1 = np.dot(cr1, Rx[i + 1, j])
cr1 = reshape(cr1, (rx[i, j], n[i] * ry[i + 1]))
cr2 = reshape(
crx[i - 1, j], (rx[i - 1, j], n[i - 1] * rx[i, j]))
cr2 = np.dot(Rx[i - 1, j], cr2)
cr2 = reshape(cr2, (ry[i - 1] * n[i - 1], rx[i, j]))
cr2 = cr2[ind2, :]
curbl[:, j] = reshape(
np.dot(cr2, cr1), (rkick * n[i] * ry[i + 1],))
# calling the function
uk = funs(curbl)
uk = reshape(uk, (rkick * n[i] * ry[i + 1], d2))
uk = reshape(np.transpose(
uk), (d2 * rkick * n[i], ry[i + 1]))
uk = np.transpose(np.linalg.solve(
np.transpose(Ry[i + 1]), np.transpose(uk)))
uk = reshape(uk, (d2 * rkick, n[i] * ry[i + 1]))
if pcatype == 'svd':
vk, sk, uk = np.linalg.svd(uk, full_matrices=False)
uk = np.conj(np.transpose(uk))
# TODO: refactor
uk = uk[:, :min(kickrank, uk.shape[1])]
else:
# uk = uchol(uk, kickrank + 1) # TODO
uk = uk[:, :max(uk.shape[1] - kickrank + 1, 1):-1]
else:
uk = np.random.rand(n[i] * ry[i + 1], kickrank)
v, rv = np.linalg.qr(np.concatenate((v, uk), axis=1))
radd = uk.shape[1]
u = np.concatenate(
(u, np.zeros((d2 * ry[i], radd), dtype=dtype)), axis=1)
u = np.dot(u, np.transpose(rv))
r = v.shape[1]
cr2 = cry[i - 1]
cr2 = reshape(cr2, (ry[i - 1] * n[i - 1], ry[i]))
u = reshape(u, (d2, ry[i] * r))
u = reshape(np.transpose(u), (ry[i], r * d2))
u = np.dot(cr2, u)
u = reshape(u, (ry[i - 1] * n[i - 1] * r, d2))
u = reshape(np.transpose(u), (d2, ry[i - 1], n[i - 1], r))
v = reshape(np.transpose(v), (r, n[i], ry[i + 1]))
ry[i] = r
cry[i - 1] = u
cry[i] = v
Ry[i] = np.dot(reshape(v, (ry[i] * n[i], ry[i + 1])), Ry[i + 1])
Ry[i] = reshape(Ry[i], (ry[i], n[i] * ry[i + 1]))
curind = maxvol(np.transpose(Ry[i]))
Ry[i] = Ry[i][:, curind]
for j in range(nx):
Rx[i, j] = reshape(crx[i, j], (rx[i, j] * n[i], rx[i + 1, j]))
Rx[i, j] = np.dot(Rx[i, j], Rx[i + 1, j])
Rx[i, j] = reshape(Rx[i, j], (rx[i, j], n[i] * ry[i + 1]))
Rx[i, j] = Rx[i, j][:, curind]
elif dirn > 0 and i == d - 1:
newy = np.dot(np.dot(u[:, :r], np.diag(s[:r])),
np.conj(np.transpose(v[:, :r])))
newy = reshape(newy, (ry[i] * n[i] * ry[i + 1], d2))
cry[i] = reshape(np.transpose(newy), (d2, ry[i], n[i], ry[i + 1]))
elif dirn < 0 and i == 0:
newy = np.dot(np.dot(u[:, :r], np.diag(s[:r])),
np.conj(np.transpose(v[:, :r])))
newy = reshape(newy, (d2, ry[i], n[i], ry[i + 1]))
cry[i] = newy
i = i + dirn
cur_order[order_index] = cur_order[order_index] - dirn
if cur_order[order_index] == 0:
order_index = order_index + 1
if verb > 0:
print('=multifuncrs= sweep %d{%d}, max_dy: %3.3e, erank: %g' % (swp, order_index, max_dy,
math.sqrt(np.dot(ry[:d], n * ry[1:]) / np.sum(n))))
if last_sweep:
break
if max_dy < eps and dirn < 0:
last_sweep = True
kickrank = 0
if order_index >= len(cur_order):
cur_order = copy.copy(block_order)
order_index = 0
if last_sweep:
cur_order = [d - 1]
max_dy = 0
swp = swp + 1
dirn = int(math.copysign(1, cur_order[order_index]))
i = i + dirn
cry[d - 1] = np.transpose(cry[d - 1][:, :, :, 0], [1, 2, 0])
y = tt.tensor.from_list(cry)
return y | python | def multifuncrs(X, funs, eps=1E-6,
nswp=10,
kickrank=5,
y0=None,
rmax=999999, # TODO:infinity \
kicktype='amr-two', \
pcatype='svd', \
trunctype='fro', \
d2=1, \
do_qr=False, \
verb=1):
"""Cross approximation of a (vector-)function of several TT-tensors.
:param X: tuple of TT-tensors
:param funs: multivariate function
:param eps: accuracy
"""
dtype = np.float64
if len([x for x in X if x.is_complex]) > 0:
dtype = np.complex128
y = y0
wasrand = False
nx = len(X)
d = X[0].d
n = X[0].n
rx = np.transpose(np.array([ttx.r for ttx in X]))
#crx = [tt.tensor.to_list(ttx) for x in X]
#crx = zip(*crx)
crx = np.transpose(np.array([tt.tensor.to_list(ttx)
for ttx in X], dtype=np.object))
crx = np.empty((nx, d), dtype=np.object)
i = 0
for ttx in X:
v = tt.tensor.to_list(ttx)
j = 0
for w in v:
crx[i, j] = w
j = j + 1
i = i + 1
crx = crx.T
if y is None:
ry = d2 * np.ones((d + 1,), dtype=np.int32)
ry[0] = 1
y = tt.rand(n, d, ry)
wasrand = True
ry = y.r
cry = tt.tensor.to_list(y)
Ry = np.zeros((d + 1, ), dtype=np.object)
Ry[0] = np.array([[1.0]], dtype=dtype)
Ry[d] = np.array([[1.0]], dtype=dtype)
Rx = np.zeros((d + 1, nx), dtype=np.object)
Rx[0, :] = np.ones(nx, dtype=dtype)
Rx[d, :] = np.ones(nx, dtype=dtype)
block_order = [+d, -d]
# orth
for i in range(0, d - 1):
cr = cry[i]
cr = reshape(cr, (ry[i] * n[i], ry[i + 1]))
cr, rv = np.linalg.qr(cr)
cr2 = cry[i + 1]
cr2 = reshape(cr2, (ry[i + 1], n[i + 1] * ry[i + 2]))
cr2 = np.dot(rv, cr2) # matrix multiplication
ry[i + 1] = cr.shape[1]
cr = reshape(cr, (ry[i], n[i], ry[i + 1]))
cry[i + 1] = reshape(cr2, (ry[i + 1], n[i + 1], ry[i + 2]))
cry[i] = cr
Ry[i + 1] = np.dot(Ry[i], reshape(cr, (ry[i], n[i] * ry[i + 1])))
Ry[i + 1] = reshape(Ry[i + 1], (ry[i] * n[i], ry[i + 1]))
curind = []
if wasrand:
# EVERY DAY I'M SHUFFLIN'
curind = np.random.permutation(n[i] * ry[i])[:ry[i + 1]]
else:
curind = maxvol(Ry[i + 1])
Ry[i + 1] = Ry[i + 1][curind, :]
for j in range(0, nx):
try:
Rx[i + 1, j] = reshape(crx[i, j],
(rx[i, j], n[i] * rx[i + 1, j]))
except:
pass
Rx[i + 1, j] = np.dot(Rx[i, j], Rx[i + 1, j])
Rx[i + 1, j] = reshape(Rx[i + 1, j], (ry[i] * n[i], rx[i + 1, j]))
Rx[i + 1, j] = Rx[i + 1, j][curind, :]
d2 = ry[d]
ry[d] = 1
cry[d - 1] = np.transpose(cry[d - 1], [2, 0, 1]) # permute
last_sweep = False
swp = 1
dy = np.zeros((d, ))
max_dy = 0
cur_order = copy.copy(block_order)
order_index = 1
i = d - 1
# can't use 'dir' identifier in python
dirn = int(math.copysign(1, cur_order[order_index]))
# DMRG sweeps
while swp <= nswp or dirn > 0:
oldy = reshape(cry[i], (d2 * ry[i] * n[i] * ry[i + 1],))
if not last_sweep:
# compute the X superblocks
curbl = np.zeros((ry[i] * n[i] * ry[i + 1], nx), dtype=dtype)
for j in range(0, nx):
cr = reshape(crx[i, j], (rx[i, j], n[i] * rx[i + 1, j]))
cr = np.dot(Rx[i, j], cr)
cr = reshape(cr, (ry[i] * n[i], rx[i + 1, j]))
cr = np.dot(cr, Rx[i + 1, j])
curbl[:, j] = cr.flatten('F')
# call the function
newy = funs(curbl)
# multiply with inverted Ry
newy = reshape(newy, (ry[i], n[i] * ry[i + 1] * d2))
newy = np.linalg.solve(Ry[i], newy) # y = R \ y
newy = reshape(newy, (ry[i] * n[i] * ry[i + 1], d2))
newy = reshape(np.transpose(newy), (d2 * ry[i] * n[i], ry[i + 1]))
newy = np.transpose(np.linalg.solve(
np.transpose(Ry[i + 1]), np.transpose(newy))) # y=y/R
newy = reshape(newy, (d2 * ry[i] * n[i] * ry[i + 1],))
else:
newy = oldy
dy[i] = np.linalg.norm(newy - oldy) / np.linalg.norm(newy)
max_dy = max(max_dy, dy[i])
# truncation
if dirn > 0: # left-to-right
newy = reshape(newy, (d2, ry[i] * n[i] * ry[i + 1]))
newy = reshape(np.transpose(newy), (ry[i] * n[i], ry[i + 1] * d2))
else:
newy = reshape(newy, (d2 * ry[i], n[i] * ry[i + 1]))
r = 0 # defines a variable in global scope
if kickrank >= 0:
u, s, v = np.linalg.svd(newy, full_matrices=False)
v = np.conj(np.transpose(v))
if trunctype == "fro" or last_sweep:
r = my_chop2(s, eps / math.sqrt(d) * np.linalg.norm(s))
else:
# truncate taking into account the (r+1) overhead in the cross
# (T.S.: what?)
cums = abs(s * np.arange(2, len(s) + 2)) ** 2
cums = np.cumsum(cums[::-1])[::-1]
cums = cums / cums[0]
ff = [i for i in range(len(cums)) if cums[i] < eps ** 2 / d]
if len(ff) == 0:
r = len(s)
else:
r = np.amin(ff)
r = min(r, rmax, len(s))
else:
if dirn > 0:
u, v = np.linalg.qr(newy)
v = np.conj(np.transpose(v))
r = u.shape[1]
s = np.ones((r, ))
else:
v, u = np.linalg.qr(np.transpose(newy))
v = np.conj(v)
u = np.transpose(u)
r = u.shape[1]
s = np.ones((r, ))
if verb > 1:
print('=multifuncrs= block %d{%d}, dy: %3.3e, r: %d' % (i, dirn, dy[i], r))
# kicks and interfaces
if dirn > 0 and i < d - 1:
u = u[:, :r]
v = np.dot(v[:, :r], np.diag(s[:r]))
# kick
radd = 0
rv = 1
if not last_sweep and kickrank > 0:
uk = None
if kicktype == 'amr-two':
# AMR(two)-like kick.
# compute the X superblocks
ind2 = np.unique(np.random.randint(
0, ry[i + 2] * n[i + 1], ry[i + 1]))
#ind2 = np.unique(np.floor(np.random.rand(ry[i + 1]) * (ry[i + 2] * n[i + 1])))
rkick = len(ind2)
curbl = np.zeros((ry[i] * n[i] * rkick, nx), dtype=dtype)
for j in range(nx):
cr1 = reshape(
crx[i, j], (rx[i, j], n[i] * rx[i + 1, j]))
cr1 = np.dot(Rx[i, j], cr1)
cr1 = reshape(cr1, (ry[i] * n[i], rx[i + 1, j]))
cr2 = reshape(
crx[i + 1, j], (rx[i + 1, j] * n[i + 1], rx[i + 2, j]))
cr2 = np.dot(cr2, Rx[i + 2, j])
cr2 = reshape(
cr2, (rx[i + 1, j], n[i + 1] * ry[i + 2]))
cr2 = cr2[:, ind2]
curbl[:, j] = reshape(
np.dot(cr1, cr2), (ry[i] * n[i] * rkick,))
# call the function
uk = funs(curbl)
uk = reshape(uk, (ry[i], n[i] * rkick * d2))
uk = np.linalg.solve(Ry[i], uk)
uk = reshape(uk, (ry[i] * n[i], rkick * d2))
if pcatype == 'svd':
uk, sk, vk = np.linalg.svd(uk, full_matrices=False)
vk = np.conj(np.transpose(vk))
uk = uk[:, :min(kickrank, uk.shape[1])]
else:
# uk = uchol(np.transpose(uk), kickrank + 1) # TODO
uk = uk[:, :max(uk.shape[1] - kickrank + 1, 1):-1]
else:
uk = np.random.rand(ry[i] * n[i], kickrank)
u, rv = np.linalg.qr(np.concatenate((u, uk), axis=1))
radd = uk.shape[1]
v = np.concatenate(
(v, np.zeros((ry[i + 1] * d2, radd), dtype=dtype)), axis=1)
v = np.dot(rv, np.conj(np.transpose(v)))
r = u.shape[1]
cr2 = cry[i + 1]
cr2 = reshape(cr2, (ry[i + 1], n[i + 1] * ry[i + 2]))
v = reshape(v, (r * ry[i + 1], d2))
v = reshape(np.transpose(v), (d2 * r, ry[i + 1]))
v = np.dot(v, cr2)
ry[i + 1] = r
u = reshape(u, (ry[i], n[i], r))
v = reshape(v, (d2, r, n[i + 1], ry[i + 2]))
cry[i] = u
cry[i + 1] = v
Ry[i + 1] = np.dot(Ry[i], reshape(u, (ry[i], n[i] * ry[i + 1])))
Ry[i + 1] = reshape(Ry[i + 1], (ry[i] * n[i], ry[i + 1]))
curind = maxvol(Ry[i + 1])
Ry[i + 1] = Ry[i + 1][curind, :]
for j in range(nx):
Rx[i + 1, j] = reshape(crx[i, j],
(rx[i, j], n[i] * rx[i + 1, j]))
Rx[i + 1, j] = np.dot(Rx[i, j], Rx[i + 1, j])
Rx[i + 1, j] = reshape(Rx[i + 1, j],
(ry[i] * n[i], rx[i + 1, j]))
Rx[i + 1, j] = Rx[i + 1, j][curind, :]
elif dirn < 0 and i > 0:
u = np.dot(u[:, :r], np.diag(s[:r]))
v = np.conj(v[:, :r])
radd = 0
rv = 1
if not last_sweep and kickrank > 0:
if kicktype == 'amr-two':
# compute the X superblocks
ind2 = np.unique(np.random.randint(
0, ry[i - 1] * n[i - 1], ry[i]))
rkick = len(ind2)
curbl = np.zeros(
(rkick * n[i] * ry[i + 1], nx), dtype=dtype)
for j in range(nx):
cr1 = reshape(
crx[i, j], (rx[i, j] * n[i], rx[i + 1, j]))
cr1 = np.dot(cr1, Rx[i + 1, j])
cr1 = reshape(cr1, (rx[i, j], n[i] * ry[i + 1]))
cr2 = reshape(
crx[i - 1, j], (rx[i - 1, j], n[i - 1] * rx[i, j]))
cr2 = np.dot(Rx[i - 1, j], cr2)
cr2 = reshape(cr2, (ry[i - 1] * n[i - 1], rx[i, j]))
cr2 = cr2[ind2, :]
curbl[:, j] = reshape(
np.dot(cr2, cr1), (rkick * n[i] * ry[i + 1],))
# calling the function
uk = funs(curbl)
uk = reshape(uk, (rkick * n[i] * ry[i + 1], d2))
uk = reshape(np.transpose(
uk), (d2 * rkick * n[i], ry[i + 1]))
uk = np.transpose(np.linalg.solve(
np.transpose(Ry[i + 1]), np.transpose(uk)))
uk = reshape(uk, (d2 * rkick, n[i] * ry[i + 1]))
if pcatype == 'svd':
vk, sk, uk = np.linalg.svd(uk, full_matrices=False)
uk = np.conj(np.transpose(uk))
# TODO: refactor
uk = uk[:, :min(kickrank, uk.shape[1])]
else:
# uk = uchol(uk, kickrank + 1) # TODO
uk = uk[:, :max(uk.shape[1] - kickrank + 1, 1):-1]
else:
uk = np.random.rand(n[i] * ry[i + 1], kickrank)
v, rv = np.linalg.qr(np.concatenate((v, uk), axis=1))
radd = uk.shape[1]
u = np.concatenate(
(u, np.zeros((d2 * ry[i], radd), dtype=dtype)), axis=1)
u = np.dot(u, np.transpose(rv))
r = v.shape[1]
cr2 = cry[i - 1]
cr2 = reshape(cr2, (ry[i - 1] * n[i - 1], ry[i]))
u = reshape(u, (d2, ry[i] * r))
u = reshape(np.transpose(u), (ry[i], r * d2))
u = np.dot(cr2, u)
u = reshape(u, (ry[i - 1] * n[i - 1] * r, d2))
u = reshape(np.transpose(u), (d2, ry[i - 1], n[i - 1], r))
v = reshape(np.transpose(v), (r, n[i], ry[i + 1]))
ry[i] = r
cry[i - 1] = u
cry[i] = v
Ry[i] = np.dot(reshape(v, (ry[i] * n[i], ry[i + 1])), Ry[i + 1])
Ry[i] = reshape(Ry[i], (ry[i], n[i] * ry[i + 1]))
curind = maxvol(np.transpose(Ry[i]))
Ry[i] = Ry[i][:, curind]
for j in range(nx):
Rx[i, j] = reshape(crx[i, j], (rx[i, j] * n[i], rx[i + 1, j]))
Rx[i, j] = np.dot(Rx[i, j], Rx[i + 1, j])
Rx[i, j] = reshape(Rx[i, j], (rx[i, j], n[i] * ry[i + 1]))
Rx[i, j] = Rx[i, j][:, curind]
elif dirn > 0 and i == d - 1:
newy = np.dot(np.dot(u[:, :r], np.diag(s[:r])),
np.conj(np.transpose(v[:, :r])))
newy = reshape(newy, (ry[i] * n[i] * ry[i + 1], d2))
cry[i] = reshape(np.transpose(newy), (d2, ry[i], n[i], ry[i + 1]))
elif dirn < 0 and i == 0:
newy = np.dot(np.dot(u[:, :r], np.diag(s[:r])),
np.conj(np.transpose(v[:, :r])))
newy = reshape(newy, (d2, ry[i], n[i], ry[i + 1]))
cry[i] = newy
i = i + dirn
cur_order[order_index] = cur_order[order_index] - dirn
if cur_order[order_index] == 0:
order_index = order_index + 1
if verb > 0:
print('=multifuncrs= sweep %d{%d}, max_dy: %3.3e, erank: %g' % (swp, order_index, max_dy,
math.sqrt(np.dot(ry[:d], n * ry[1:]) / np.sum(n))))
if last_sweep:
break
if max_dy < eps and dirn < 0:
last_sweep = True
kickrank = 0
if order_index >= len(cur_order):
cur_order = copy.copy(block_order)
order_index = 0
if last_sweep:
cur_order = [d - 1]
max_dy = 0
swp = swp + 1
dirn = int(math.copysign(1, cur_order[order_index]))
i = i + dirn
cry[d - 1] = np.transpose(cry[d - 1][:, :, :, 0], [1, 2, 0])
y = tt.tensor.from_list(cry)
return y | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/multifuncrs.py#L54-L425 | train | Cross approximation of a multivariate function of several TT - tensors. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1493 - 1442) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(2214 - 2166) + chr(6779 - 6668) + chr(49) + chr(0b101011 + 0o10) + '\x31', 17846 - 17838), nzTpIcepk0o8(chr(122 - 74) + '\157' + chr(0b110010) + '\064' + '\x34', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + chr(0b100100 + 0o17) + chr(0b110001), 38894 - 38886), nzTpIcepk0o8(chr(1761 - 1713) + chr(0b1101111) + chr(49) + chr(0b100111 + 0o16) + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(667 - 617) + chr(55) + chr(0b100 + 0o56), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b100011 + 0o23) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(514 - 465) + '\x30' + chr(51), 7425 - 7417), nzTpIcepk0o8('\060' + chr(1538 - 1427) + chr(51) + '\066' + '\x36', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b1110 + 0o44) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + '\x6f' + '\062' + chr(1155 - 1106), 17947 - 17939), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + '\x33' + chr(0b0 + 0o62), 0o10), nzTpIcepk0o8(chr(2066 - 2018) + chr(10922 - 10811) + '\061' + chr(0b11001 + 0o35) + chr(55 - 6), ord("\x08")), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(5737 - 5626) + chr(0b11011 + 0o30) + chr(0b101110 + 0o11) + chr(2660 - 2607), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x32' + '\064' + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010 + 0o145) + chr(0b11110 + 0o23) + '\065' + '\x35', 8), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b110011) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(3476 - 3365) + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(1604 - 1493) + '\063' + chr(0b110001) + '\x30', 41861 - 41853), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(0b110001) + chr(551 - 496), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(54) + chr(151 - 99), ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(0b110011) + chr(55) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b1000100 + 0o53) + '\x33' + chr(0b10 + 0o60) + chr(1301 - 1248), 0b1000), nzTpIcepk0o8('\060' + chr(2175 - 2064) + chr(49) + chr(54) + '\062', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(0b110001 + 0o1) + chr(0b100000 + 0o20), 48542 - 48534), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(1023 - 970) + chr(462 - 414), 50786 - 50778), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1139 - 1088) + chr(2283 - 2229) + chr(0b110100 + 0o0), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(2442 - 2331) + chr(51) + chr(55) + '\065', 8), nzTpIcepk0o8('\060' + chr(5974 - 5863) + chr(0b101100 + 0o5) + chr(0b110000) + '\063', 8), nzTpIcepk0o8(chr(48) + chr(0b1011111 + 0o20) + chr(49) + '\x35' + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(934 - 885) + chr(0b101101 + 0o6) + chr(2640 - 2588), 0b1000), nzTpIcepk0o8(chr(363 - 315) + chr(111) + '\x32' + '\x36' + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + chr(2791 - 2737) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(1989 - 1938) + chr(51), 0b1000), nzTpIcepk0o8(chr(48) + chr(7989 - 7878) + chr(0b110011) + chr(0b101010 + 0o11) + chr(0b11101 + 0o26), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(7650 - 7539) + '\x31' + chr(54) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(10305 - 10194) + chr(54) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(925 - 814) + '\x32' + chr(0b100001 + 0o23) + chr(2697 - 2643), 0o10), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(0b110011 + 0o3) + chr(0b110100), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110101) + chr(0b1 + 0o57), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'2'), chr(0b1100100) + chr(0b1100100 + 0o1) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100 + 0o0) + '\x65')('\165' + chr(0b1001101 + 0o47) + chr(0b1100110) + '\x2d' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Nnip9qOXudEy(mxhyDqTAMpMC, EHkO5nB076wR, IEvDzBqncWsk=1e-06, bauRuZwnJjVx=nzTpIcepk0o8('\x30' + '\x6f' + '\061' + chr(2477 - 2427), 0b1000), B7fOTM02ka6t=nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(7872 - 7761) + chr(53), 47816 - 47808), _TQBZ9osXv1N=None, EKpVm60OBj4p=nzTpIcepk0o8(chr(1851 - 1803) + '\x6f' + chr(0b110011) + chr(54) + '\x34' + chr(49) + '\x30' + '\x37' + chr(55), 0b1000), wDIA4QFRQdHX=roI3spqORKae(ES5oEprVxulp(b'}4\xd6\xb4\x19\xcd^'), chr(100) + chr(0b1001101 + 0o30) + chr(99) + chr(111) + chr(0b1101 + 0o127) + chr(7223 - 7122))(chr(117) + chr(0b1110100) + '\146' + chr(45) + '\x38'), RZVJ6GRRCdBR=roI3spqORKae(ES5oEprVxulp(b'o/\xc0'), chr(6450 - 6350) + chr(0b1100101) + chr(0b1011000 + 0o13) + '\157' + chr(6340 - 6240) + chr(0b1100101))(chr(7455 - 7338) + chr(0b1110100) + chr(102) + chr(0b100 + 0o51) + '\x38'), JR0mZyCarlMZ=roI3spqORKae(ES5oEprVxulp(b'z+\xcb'), '\144' + chr(8931 - 8830) + chr(0b100011 + 0o100) + '\157' + chr(0b11011 + 0o111) + chr(0b10000 + 0o125))(chr(117) + '\x74' + '\x66' + '\x2d' + '\070'), PAfFNjUIOLoy=nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1343 - 1294), 7165 - 7157), OPONCzoajODz=nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(8560 - 8449) + '\x30', 26994 - 26986), zyG6yE_SkDAn=nzTpIcepk0o8('\060' + chr(0b1011010 + 0o25) + '\x31', 8)):
RcX9bbuOzh5L = nDF4gVNx0u9Q.float64
if ftfygxgFas5X([bI5jsQ9OkQtj for bI5jsQ9OkQtj in mxhyDqTAMpMC if roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'u*\xfb\xfa\x02\xd7A/\x93l'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + '\144' + '\145')(chr(12407 - 12290) + chr(9519 - 9403) + chr(102) + chr(0b0 + 0o55) + '\070'))]) > nzTpIcepk0o8('\x30' + chr(111) + '\060', 8):
RcX9bbuOzh5L = nDF4gVNx0u9Q.complex128
Fi3yzxctM1zW = _TQBZ9osXv1N
zuBfixpmzR6H = nzTpIcepk0o8('\060' + '\157' + chr(0b11010 + 0o26), 8)
zKtrBMPw45Ns = ftfygxgFas5X(mxhyDqTAMpMC)
vPPlOXQgR3SM = mxhyDqTAMpMC[nzTpIcepk0o8(chr(48) + chr(5262 - 5151) + chr(48), 8)].vPPlOXQgR3SM
NoZxuO7wjArS = mxhyDqTAMpMC[nzTpIcepk0o8('\x30' + '\157' + chr(0b110000), 8)].NoZxuO7wjArS
de80uRqrV2RE = nDF4gVNx0u9Q.transpose(nDF4gVNx0u9Q.Tn6rGr7XTM7t([hQEvw7FU0QtZ.LCrwg7lcbmU9 for hQEvw7FU0QtZ in mxhyDqTAMpMC]))
MVNcm5_VuRnk = nDF4gVNx0u9Q.transpose(nDF4gVNx0u9Q.Tn6rGr7XTM7t([RuxMtHuKbM7x.tensor.to_list(hQEvw7FU0QtZ) for hQEvw7FU0QtZ in mxhyDqTAMpMC], dtype=nDF4gVNx0u9Q.mxgO6GAb3Xup))
MVNcm5_VuRnk = nDF4gVNx0u9Q.EEl0Pry8vzTp((zKtrBMPw45Ns, vPPlOXQgR3SM), dtype=nDF4gVNx0u9Q.mxgO6GAb3Xup)
ZlbFMSG8gCoF = nzTpIcepk0o8('\060' + chr(0b1101111) + '\060', 8)
for hQEvw7FU0QtZ in mxhyDqTAMpMC:
r7AA1pbLjb44 = RuxMtHuKbM7x.tensor.to_list(hQEvw7FU0QtZ)
sChW4gUsXrIC = nzTpIcepk0o8(chr(2236 - 2188) + chr(0b1100000 + 0o17) + chr(0b11000 + 0o30), 8)
for sm7_CLmeWGR7 in r7AA1pbLjb44:
MVNcm5_VuRnk[ZlbFMSG8gCoF, sChW4gUsXrIC] = sm7_CLmeWGR7
sChW4gUsXrIC = sChW4gUsXrIC + nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b110110 + 0o71) + chr(0b110001), 8)
ZlbFMSG8gCoF = ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1724 - 1676) + chr(0b1001001 + 0o46) + chr(0b110001), 8)
MVNcm5_VuRnk = MVNcm5_VuRnk.hq6XE4_Nhd6R
if Fi3yzxctM1zW is None:
Ai70nitccd_p = PAfFNjUIOLoy * nDF4gVNx0u9Q.rYPkZ8_2D0X1((vPPlOXQgR3SM + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8),), dtype=nDF4gVNx0u9Q.int32)
Ai70nitccd_p[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\060', 8)] = nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + chr(49), 8)
Fi3yzxctM1zW = RuxMtHuKbM7x.rand(NoZxuO7wjArS, vPPlOXQgR3SM, Ai70nitccd_p)
zuBfixpmzR6H = nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + chr(0b110001), 8)
Ai70nitccd_p = Fi3yzxctM1zW.LCrwg7lcbmU9
s0uuXVTCt3Xh = RuxMtHuKbM7x.tensor.to_list(Fi3yzxctM1zW)
kG6fYl2JyJdo = nDF4gVNx0u9Q.UmwwEp7MzR6q((vPPlOXQgR3SM + nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001), 8),), dtype=nDF4gVNx0u9Q.mxgO6GAb3Xup)
kG6fYl2JyJdo[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(2224 - 2176), 8)] = nDF4gVNx0u9Q.Tn6rGr7XTM7t([[1.0]], dtype=RcX9bbuOzh5L)
kG6fYl2JyJdo[vPPlOXQgR3SM] = nDF4gVNx0u9Q.Tn6rGr7XTM7t([[1.0]], dtype=RcX9bbuOzh5L)
NypoB2EenBYk = nDF4gVNx0u9Q.UmwwEp7MzR6q((vPPlOXQgR3SM + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b1011 + 0o46), 8), zKtrBMPw45Ns), dtype=nDF4gVNx0u9Q.mxgO6GAb3Xup)
NypoB2EenBYk[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110000), 8), :] = nDF4gVNx0u9Q.rYPkZ8_2D0X1(zKtrBMPw45Ns, dtype=RcX9bbuOzh5L)
NypoB2EenBYk[vPPlOXQgR3SM, :] = nDF4gVNx0u9Q.rYPkZ8_2D0X1(zKtrBMPw45Ns, dtype=RcX9bbuOzh5L)
kHZS3Es_pXXn = [+vPPlOXQgR3SM, -vPPlOXQgR3SM]
for ZlbFMSG8gCoF in bbT2xIe5pzk7(nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(48), 8), vPPlOXQgR3SM - nzTpIcepk0o8('\060' + chr(11731 - 11620) + chr(1977 - 1928), 8)):
NYr8NJTXQItJ = s0uuXVTCt3Xh[ZlbFMSG8gCoF]
NYr8NJTXQItJ = OM076lzCYnVV(NYr8NJTXQItJ, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(111) + '\x31', 8)]))
(NYr8NJTXQItJ, EevyxCVqyJhw) = nDF4gVNx0u9Q.linalg.qr(NYr8NJTXQItJ)
Y1mGinlserK0 = s0uuXVTCt3Xh[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31', 8)]
Y1mGinlserK0 = OM076lzCYnVV(Y1mGinlserK0, (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1010000 + 0o37) + '\x31', 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + chr(1325 - 1276), 8)] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + '\062', 8)]))
Y1mGinlserK0 = nDF4gVNx0u9Q.dot(EevyxCVqyJhw, Y1mGinlserK0)
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1925 - 1876), 8)] = NYr8NJTXQItJ.lhbM092AFW8f[nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b11011 + 0o124) + chr(319 - 270), 8)]
NYr8NJTXQItJ = OM076lzCYnVV(NYr8NJTXQItJ, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\157' + chr(49), 8)]))
s0uuXVTCt3Xh[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + chr(49), 8)] = OM076lzCYnVV(Y1mGinlserK0, (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1216 - 1167), 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + chr(450 - 401), 8)], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1101111) + '\062', 8)]))
s0uuXVTCt3Xh[ZlbFMSG8gCoF] = NYr8NJTXQItJ
kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(916 - 868) + chr(10490 - 10379) + '\061', 8)] = nDF4gVNx0u9Q.dot(kG6fYl2JyJdo[ZlbFMSG8gCoF], OM076lzCYnVV(NYr8NJTXQItJ, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(0b1011 + 0o46), 8)])))
kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111 + 0o0) + chr(49), 8)] = OM076lzCYnVV(kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(111) + chr(1008 - 959), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1327 - 1279) + chr(6295 - 6184) + '\061', 8)]))
MUSHY0MqKw2l = []
if zuBfixpmzR6H:
MUSHY0MqKw2l = nDF4gVNx0u9Q.random.permutation(NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF])[:Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + chr(49), 8)]]
else:
MUSHY0MqKw2l = BhRm0PkJuTeo(kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(2322 - 2211) + '\061', 8)])
kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + '\x31', 8)] = kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b100111 + 0o110) + chr(0b110001), 8)][MUSHY0MqKw2l, :]
for sChW4gUsXrIC in bbT2xIe5pzk7(nzTpIcepk0o8('\060' + chr(0b100111 + 0o110) + '\x30', 8), zKtrBMPw45Ns):
try:
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1000110 + 0o51) + '\061', 8), sChW4gUsXrIC] = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF, sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF] * de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1010 + 0o47), 8), sChW4gUsXrIC]))
except UtiWT6f6p9yZ:
pass
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(2066 - 2018) + chr(0b1101110 + 0o1) + chr(0b110001), 8), sChW4gUsXrIC] = nDF4gVNx0u9Q.dot(NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC], NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1001110 + 0o41) + chr(49), 8), sChW4gUsXrIC])
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(326 - 278) + '\x6f' + chr(0b100101 + 0o14), 8), sChW4gUsXrIC] = OM076lzCYnVV(NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49), 8), sChW4gUsXrIC], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + '\061', 8), sChW4gUsXrIC]))
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(9248 - 9137) + chr(0b1000 + 0o51), 8), sChW4gUsXrIC] = NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49), 8), sChW4gUsXrIC][MUSHY0MqKw2l, :]
PAfFNjUIOLoy = Ai70nitccd_p[vPPlOXQgR3SM]
Ai70nitccd_p[vPPlOXQgR3SM] = nzTpIcepk0o8(chr(0b110000) + chr(1791 - 1680) + chr(1131 - 1082), 8)
s0uuXVTCt3Xh[vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(111) + '\061', 8)] = nDF4gVNx0u9Q.transpose(s0uuXVTCt3Xh[vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001), 8)], [nzTpIcepk0o8('\060' + chr(111) + '\062', 8), nzTpIcepk0o8('\x30' + chr(111) + chr(48), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001), 8)])
KLxuPDMytKG7 = nzTpIcepk0o8('\x30' + chr(0b1011000 + 0o27) + '\x30', 8)
K71eClYhmQV_ = nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001), 8)
yG17og6LNmM1 = nDF4gVNx0u9Q.UmwwEp7MzR6q((vPPlOXQgR3SM,))
ufyiYGPqnKtj = nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1769 - 1721), 8)
AFO9RS04gNnA = aZTCj4v5QdfO.copy(kHZS3Es_pXXn)
VOhoeTPJUluJ = nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001), 8)
ZlbFMSG8gCoF = vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + chr(0b100101 + 0o112) + chr(2063 - 2014), 8)
c8uPfmW32W3h = nzTpIcepk0o8(aQg01EfWg1cd.copysign(nzTpIcepk0o8(chr(240 - 192) + '\x6f' + '\x31', 8), AFO9RS04gNnA[VOhoeTPJUluJ]))
while K71eClYhmQV_ <= bauRuZwnJjVx or c8uPfmW32W3h > nzTpIcepk0o8(chr(977 - 929) + chr(0b1101111) + '\x30', 8):
a3XOaEEw8JVk = OM076lzCYnVV(s0uuXVTCt3Xh[ZlbFMSG8gCoF], (PAfFNjUIOLoy * Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b101001 + 0o106) + chr(0b11110 + 0o23), 8)],))
if not KLxuPDMytKG7:
ulzsLu6PiHBV = nDF4gVNx0u9Q.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\157' + '\x31', 8)], zKtrBMPw45Ns), dtype=RcX9bbuOzh5L)
for sChW4gUsXrIC in bbT2xIe5pzk7(nzTpIcepk0o8(chr(1218 - 1170) + chr(111) + chr(2026 - 1978), 8), zKtrBMPw45Ns):
NYr8NJTXQItJ = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF, sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF] * de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061', 8), sChW4gUsXrIC]))
NYr8NJTXQItJ = nDF4gVNx0u9Q.dot(NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC], NYr8NJTXQItJ)
NYr8NJTXQItJ = OM076lzCYnVV(NYr8NJTXQItJ, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(10837 - 10726) + chr(128 - 79), 8), sChW4gUsXrIC]))
NYr8NJTXQItJ = nDF4gVNx0u9Q.dot(NYr8NJTXQItJ, NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b101111 + 0o100) + '\061', 8), sChW4gUsXrIC])
ulzsLu6PiHBV[:, sChW4gUsXrIC] = NYr8NJTXQItJ.flatten(roI3spqORKae(ES5oEprVxulp(b'Z'), '\144' + chr(0b101100 + 0o71) + chr(99) + chr(0b1101111) + '\144' + chr(0b1001001 + 0o34))(chr(201 - 84) + '\x74' + chr(3251 - 3149) + '\055' + chr(0b111000)))
JpBUWqpLwiMx = EHkO5nB076wR(ulzsLu6PiHBV)
JpBUWqpLwiMx = OM076lzCYnVV(JpBUWqpLwiMx, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1411 - 1363) + '\157' + '\x31', 8)] * PAfFNjUIOLoy))
JpBUWqpLwiMx = nDF4gVNx0u9Q.linalg.solve(kG6fYl2JyJdo[ZlbFMSG8gCoF], JpBUWqpLwiMx)
JpBUWqpLwiMx = OM076lzCYnVV(JpBUWqpLwiMx, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(9639 - 9528) + chr(49), 8)], PAfFNjUIOLoy))
JpBUWqpLwiMx = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(JpBUWqpLwiMx), (PAfFNjUIOLoy * Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + '\061', 8)]))
JpBUWqpLwiMx = nDF4gVNx0u9Q.transpose(nDF4gVNx0u9Q.linalg.solve(nDF4gVNx0u9Q.transpose(kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(993 - 945) + chr(111) + chr(802 - 753), 8)]), nDF4gVNx0u9Q.transpose(JpBUWqpLwiMx)))
JpBUWqpLwiMx = OM076lzCYnVV(JpBUWqpLwiMx, (PAfFNjUIOLoy * Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + '\x31', 8)],))
else:
JpBUWqpLwiMx = a3XOaEEw8JVk
yG17og6LNmM1[ZlbFMSG8gCoF] = nDF4gVNx0u9Q.linalg.xBFFJFaziFDU(JpBUWqpLwiMx - a3XOaEEw8JVk) / nDF4gVNx0u9Q.linalg.xBFFJFaziFDU(JpBUWqpLwiMx)
ufyiYGPqnKtj = KV9ckIhroIia(ufyiYGPqnKtj, yG17og6LNmM1[ZlbFMSG8gCoF])
if c8uPfmW32W3h > nzTpIcepk0o8(chr(48) + chr(9017 - 8906) + chr(48), 8):
JpBUWqpLwiMx = OM076lzCYnVV(JpBUWqpLwiMx, (PAfFNjUIOLoy, Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(111) + chr(49), 8)]))
JpBUWqpLwiMx = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(JpBUWqpLwiMx), (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b11100 + 0o123) + chr(0b110001), 8)] * PAfFNjUIOLoy))
else:
JpBUWqpLwiMx = OM076lzCYnVV(JpBUWqpLwiMx, (PAfFNjUIOLoy * Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1100000 + 0o17) + chr(49), 8)]))
LCrwg7lcbmU9 = nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110 + 0o52), 8)
if B7fOTM02ka6t >= nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(7106 - 6995) + chr(0b110000), 8):
(GRbsaHW8BT5I, PmE5_h409JAA, r7AA1pbLjb44) = nDF4gVNx0u9Q.linalg.svd(JpBUWqpLwiMx, full_matrices=nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(11151 - 11040) + chr(332 - 284), 8))
r7AA1pbLjb44 = nDF4gVNx0u9Q.conj(nDF4gVNx0u9Q.transpose(r7AA1pbLjb44))
if JR0mZyCarlMZ == roI3spqORKae(ES5oEprVxulp(b'z+\xcb'), chr(100) + '\x65' + chr(0b1100011) + '\157' + chr(9952 - 9852) + chr(101))('\x75' + '\164' + '\x66' + chr(0b11000 + 0o25) + chr(0b1101 + 0o53)) or KLxuPDMytKG7:
LCrwg7lcbmU9 = eahGR_wclhn0(PmE5_h409JAA, IEvDzBqncWsk / aQg01EfWg1cd.sqrt(vPPlOXQgR3SM) * nDF4gVNx0u9Q.linalg.xBFFJFaziFDU(PmE5_h409JAA))
else:
RhRWLfD90UJP = zQBGwUT7UU8L(PmE5_h409JAA * nDF4gVNx0u9Q.chmI_GMU_sEi(nzTpIcepk0o8(chr(0b11111 + 0o21) + '\x6f' + chr(1816 - 1766), 8), ftfygxgFas5X(PmE5_h409JAA) + nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010), 8))) ** nzTpIcepk0o8(chr(2074 - 2026) + chr(0b101011 + 0o104) + chr(0b10111 + 0o33), 8)
RhRWLfD90UJP = nDF4gVNx0u9Q.hThNUJrwvDVJ(RhRWLfD90UJP[::-nzTpIcepk0o8(chr(878 - 830) + '\157' + chr(0b110001 + 0o0), 8)])[::-nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(263 - 152) + chr(49), 8)]
RhRWLfD90UJP = RhRWLfD90UJP / RhRWLfD90UJP[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10011 + 0o35), 8)]
ocwSuuo6Mk0z = [ZlbFMSG8gCoF for ZlbFMSG8gCoF in bbT2xIe5pzk7(ftfygxgFas5X(RhRWLfD90UJP)) if RhRWLfD90UJP[ZlbFMSG8gCoF] < IEvDzBqncWsk ** nzTpIcepk0o8('\060' + chr(111) + '\x32', 8) / vPPlOXQgR3SM]
if ftfygxgFas5X(ocwSuuo6Mk0z) == nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(214 - 166), 8):
LCrwg7lcbmU9 = ftfygxgFas5X(PmE5_h409JAA)
else:
LCrwg7lcbmU9 = nDF4gVNx0u9Q.amin(ocwSuuo6Mk0z)
LCrwg7lcbmU9 = XURpmPuEWCNF(LCrwg7lcbmU9, EKpVm60OBj4p, ftfygxgFas5X(PmE5_h409JAA))
elif c8uPfmW32W3h > nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b110111 + 0o70) + '\x30', 8):
(GRbsaHW8BT5I, r7AA1pbLjb44) = nDF4gVNx0u9Q.linalg.qr(JpBUWqpLwiMx)
r7AA1pbLjb44 = nDF4gVNx0u9Q.conj(nDF4gVNx0u9Q.transpose(r7AA1pbLjb44))
LCrwg7lcbmU9 = GRbsaHW8BT5I.lhbM092AFW8f[nzTpIcepk0o8(chr(1154 - 1106) + chr(805 - 694) + '\x31', 8)]
PmE5_h409JAA = nDF4gVNx0u9Q.rYPkZ8_2D0X1((LCrwg7lcbmU9,))
else:
(r7AA1pbLjb44, GRbsaHW8BT5I) = nDF4gVNx0u9Q.linalg.qr(nDF4gVNx0u9Q.transpose(JpBUWqpLwiMx))
r7AA1pbLjb44 = nDF4gVNx0u9Q.conj(r7AA1pbLjb44)
GRbsaHW8BT5I = nDF4gVNx0u9Q.transpose(GRbsaHW8BT5I)
LCrwg7lcbmU9 = GRbsaHW8BT5I.lhbM092AFW8f[nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + chr(0b100110 + 0o13), 8)]
PmE5_h409JAA = nDF4gVNx0u9Q.rYPkZ8_2D0X1((LCrwg7lcbmU9,))
if zyG6yE_SkDAn > nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101111) + '\x31', 8):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'!4\xd1\xf5\x19\xd3W6\x98wc\xe9L\xdd\x83M{n\xa7,_\xdb\xf0\x16\xeb\x8d\x90\x80oH8\xcbJ#>\xe8X\x00\xc3\x18<+\x9e\xb9H\xde'), chr(0b1010 + 0o132) + '\x65' + chr(0b1100011) + '\157' + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101101) + chr(1725 - 1669)) % (ZlbFMSG8gCoF, c8uPfmW32W3h, yG17og6LNmM1[ZlbFMSG8gCoF], LCrwg7lcbmU9))
if c8uPfmW32W3h > nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + chr(804 - 756), 8) and ZlbFMSG8gCoF < vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b1101111) + chr(49), 8):
GRbsaHW8BT5I = GRbsaHW8BT5I[:, :LCrwg7lcbmU9]
r7AA1pbLjb44 = nDF4gVNx0u9Q.dot(r7AA1pbLjb44[:, :LCrwg7lcbmU9], nDF4gVNx0u9Q.diag(PmE5_h409JAA[:LCrwg7lcbmU9]))
SnpctX5E3OVd = nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + '\060', 8)
EevyxCVqyJhw = nzTpIcepk0o8('\060' + '\x6f' + chr(766 - 717), 8)
if not KLxuPDMytKG7 and B7fOTM02ka6t > nzTpIcepk0o8(chr(48) + '\157' + chr(0b10111 + 0o31), 8):
EMyCw16FvAr9 = None
if wDIA4QFRQdHX == roI3spqORKae(ES5oEprVxulp(b'}4\xd6\xb4\x19\xcd^'), chr(0b1100100) + '\145' + chr(0b1011101 + 0o6) + chr(0b1101111) + '\x64' + '\x65')(chr(4696 - 4579) + chr(0b1110100) + '\146' + chr(0b101101) + chr(56)):
BYPqEXcmiSJc = nDF4gVNx0u9Q.G3de2eWQaS0D(nDF4gVNx0u9Q.random.randint(nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + chr(2146 - 2098), 8), Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(2883 - 2772) + chr(1006 - 956), 8)] * NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8)], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(1636 - 1525) + '\061', 8)]))
vP0YnRIjpugq = ftfygxgFas5X(BYPqEXcmiSJc)
ulzsLu6PiHBV = nDF4gVNx0u9Q.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * vP0YnRIjpugq, zKtrBMPw45Ns), dtype=RcX9bbuOzh5L)
for sChW4gUsXrIC in bbT2xIe5pzk7(zKtrBMPw45Ns):
NkpUyROrDXjc = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF, sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF] * de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(49 - 1) + '\x6f' + '\061', 8), sChW4gUsXrIC]))
NkpUyROrDXjc = nDF4gVNx0u9Q.dot(NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC], NkpUyROrDXjc)
NkpUyROrDXjc = OM076lzCYnVV(NkpUyROrDXjc, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(7532 - 7421) + chr(0b110001), 8), sChW4gUsXrIC]))
Y1mGinlserK0 = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10100 + 0o35), 8), sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + chr(1027 - 978), 8), sChW4gUsXrIC] * NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31', 8)], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(12099 - 11988) + chr(50), 8), sChW4gUsXrIC]))
Y1mGinlserK0 = nDF4gVNx0u9Q.dot(Y1mGinlserK0, NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\157' + chr(0b110010), 8), sChW4gUsXrIC])
Y1mGinlserK0 = OM076lzCYnVV(Y1mGinlserK0, (de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11 + 0o55) + chr(1960 - 1849) + chr(0b110001), 8), sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b100111 + 0o12), 8)] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(111) + '\x32', 8)]))
Y1mGinlserK0 = Y1mGinlserK0[:, BYPqEXcmiSJc]
ulzsLu6PiHBV[:, sChW4gUsXrIC] = OM076lzCYnVV(nDF4gVNx0u9Q.dot(NkpUyROrDXjc, Y1mGinlserK0), (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * vP0YnRIjpugq,))
EMyCw16FvAr9 = EHkO5nB076wR(ulzsLu6PiHBV)
EMyCw16FvAr9 = OM076lzCYnVV(EMyCw16FvAr9, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * vP0YnRIjpugq * PAfFNjUIOLoy))
EMyCw16FvAr9 = nDF4gVNx0u9Q.linalg.solve(kG6fYl2JyJdo[ZlbFMSG8gCoF], EMyCw16FvAr9)
EMyCw16FvAr9 = OM076lzCYnVV(EMyCw16FvAr9, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], vP0YnRIjpugq * PAfFNjUIOLoy))
if RZVJ6GRRCdBR == roI3spqORKae(ES5oEprVxulp(b'o/\xc0'), '\144' + chr(7625 - 7524) + chr(9692 - 9593) + chr(0b1101111) + chr(0b101000 + 0o74) + chr(0b1100101))('\x75' + chr(10761 - 10645) + chr(102) + '\x2d' + chr(186 - 130)):
(EMyCw16FvAr9, yuEec3AB_aGJ, kifm9aPuSSic) = nDF4gVNx0u9Q.linalg.svd(EMyCw16FvAr9, full_matrices=nzTpIcepk0o8(chr(0b100111 + 0o11) + '\157' + chr(0b110000), 8))
kifm9aPuSSic = nDF4gVNx0u9Q.conj(nDF4gVNx0u9Q.transpose(kifm9aPuSSic))
EMyCw16FvAr9 = EMyCw16FvAr9[:, :XURpmPuEWCNF(B7fOTM02ka6t, EMyCw16FvAr9.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(0b100011 + 0o114) + '\061', 8)])]
else:
EMyCw16FvAr9 = EMyCw16FvAr9[:, :KV9ckIhroIia(EMyCw16FvAr9.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(3344 - 3233) + chr(49), 8)] - B7fOTM02ka6t + nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8), nzTpIcepk0o8('\060' + chr(0b101110 + 0o101) + '\061', 8)):-nzTpIcepk0o8('\x30' + '\157' + '\x31', 8)]
else:
EMyCw16FvAr9 = nDF4gVNx0u9Q.random.rand(Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], B7fOTM02ka6t)
(GRbsaHW8BT5I, EevyxCVqyJhw) = nDF4gVNx0u9Q.linalg.qr(nDF4gVNx0u9Q.concatenate((GRbsaHW8BT5I, EMyCw16FvAr9), axis=nzTpIcepk0o8('\060' + chr(0b101111 + 0o100) + chr(49), 8)))
SnpctX5E3OVd = EMyCw16FvAr9.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(5625 - 5514) + chr(0b110001), 8)]
r7AA1pbLjb44 = nDF4gVNx0u9Q.concatenate((r7AA1pbLjb44, nDF4gVNx0u9Q.UmwwEp7MzR6q((Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(0b1101000 + 0o7) + chr(49), 8)] * PAfFNjUIOLoy, SnpctX5E3OVd), dtype=RcX9bbuOzh5L)), axis=nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001), 8))
r7AA1pbLjb44 = nDF4gVNx0u9Q.dot(EevyxCVqyJhw, nDF4gVNx0u9Q.conj(nDF4gVNx0u9Q.transpose(r7AA1pbLjb44)))
LCrwg7lcbmU9 = GRbsaHW8BT5I.lhbM092AFW8f[nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101101 + 0o2) + chr(49), 8)]
Y1mGinlserK0 = s0uuXVTCt3Xh[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b111011 + 0o64) + chr(0b11 + 0o56), 8)]
Y1mGinlserK0 = OM076lzCYnVV(Y1mGinlserK0, (Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49), 8)], NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(111) + chr(2035 - 1986), 8)] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + '\x32', 8)]))
r7AA1pbLjb44 = OM076lzCYnVV(r7AA1pbLjb44, (LCrwg7lcbmU9 * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(354 - 306) + '\x6f' + '\x31', 8)], PAfFNjUIOLoy))
r7AA1pbLjb44 = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(r7AA1pbLjb44), (PAfFNjUIOLoy * LCrwg7lcbmU9, Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(787 - 739) + '\157' + '\x31', 8)]))
r7AA1pbLjb44 = nDF4gVNx0u9Q.dot(r7AA1pbLjb44, Y1mGinlserK0)
Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b101111 + 0o100) + chr(49), 8)] = LCrwg7lcbmU9
GRbsaHW8BT5I = OM076lzCYnVV(GRbsaHW8BT5I, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], LCrwg7lcbmU9))
r7AA1pbLjb44 = OM076lzCYnVV(r7AA1pbLjb44, (PAfFNjUIOLoy, LCrwg7lcbmU9, NoZxuO7wjArS[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1100100 + 0o13) + '\x31', 8)], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + chr(50), 8)]))
s0uuXVTCt3Xh[ZlbFMSG8gCoF] = GRbsaHW8BT5I
s0uuXVTCt3Xh[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b1101111) + chr(1567 - 1518), 8)] = r7AA1pbLjb44
kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(1048 - 1000) + chr(0b1101111) + chr(49), 8)] = nDF4gVNx0u9Q.dot(kG6fYl2JyJdo[ZlbFMSG8gCoF], OM076lzCYnVV(GRbsaHW8BT5I, (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001), 8)])))
kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + '\x31', 8)] = OM076lzCYnVV(kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(6785 - 6674) + chr(0b11101 + 0o24), 8)], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31', 8)]))
MUSHY0MqKw2l = BhRm0PkJuTeo(kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31', 8)])
kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(222 - 174) + chr(0b1101111) + chr(412 - 363), 8)] = kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(10720 - 10609) + chr(0b10010 + 0o37), 8)][MUSHY0MqKw2l, :]
for sChW4gUsXrIC in bbT2xIe5pzk7(zKtrBMPw45Ns):
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(0b110001), 8), sChW4gUsXrIC] = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF, sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF] * de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10011 + 0o36), 8), sChW4gUsXrIC]))
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(184 - 136) + '\157' + chr(0b10000 + 0o41), 8), sChW4gUsXrIC] = nDF4gVNx0u9Q.dot(NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC], NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b10 + 0o56) + '\x6f' + '\061', 8), sChW4gUsXrIC])
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8), sChW4gUsXrIC] = OM076lzCYnVV(NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(969 - 921) + chr(0b1101111) + chr(0b110001), 8), sChW4gUsXrIC], (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(4719 - 4608) + '\061', 8), sChW4gUsXrIC]))
NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(3458 - 3347) + chr(1960 - 1911), 8), sChW4gUsXrIC] = NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11 + 0o55) + chr(111) + chr(49), 8), sChW4gUsXrIC][MUSHY0MqKw2l, :]
elif c8uPfmW32W3h < nzTpIcepk0o8(chr(0b110000) + chr(0b1101101 + 0o2) + chr(0b11001 + 0o27), 8) and ZlbFMSG8gCoF > nzTpIcepk0o8(chr(48) + '\157' + '\060', 8):
GRbsaHW8BT5I = nDF4gVNx0u9Q.dot(GRbsaHW8BT5I[:, :LCrwg7lcbmU9], nDF4gVNx0u9Q.diag(PmE5_h409JAA[:LCrwg7lcbmU9]))
r7AA1pbLjb44 = nDF4gVNx0u9Q.conj(r7AA1pbLjb44[:, :LCrwg7lcbmU9])
SnpctX5E3OVd = nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1001110 + 0o41) + chr(0b11 + 0o55), 8)
EevyxCVqyJhw = nzTpIcepk0o8('\060' + chr(4724 - 4613) + chr(0b110001), 8)
if not KLxuPDMytKG7 and B7fOTM02ka6t > nzTpIcepk0o8(chr(1441 - 1393) + chr(0b1101111) + chr(48), 8):
if wDIA4QFRQdHX == roI3spqORKae(ES5oEprVxulp(b'}4\xd6\xb4\x19\xcd^'), chr(187 - 87) + chr(0b1000111 + 0o36) + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000)):
BYPqEXcmiSJc = nDF4gVNx0u9Q.G3de2eWQaS0D(nDF4gVNx0u9Q.random.randint(nzTpIcepk0o8(chr(48) + '\x6f' + chr(48), 8), Ai70nitccd_p[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + '\157' + chr(0b101010 + 0o7), 8)] * NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(1965 - 1917) + '\x6f' + chr(1993 - 1944), 8)], Ai70nitccd_p[ZlbFMSG8gCoF]))
vP0YnRIjpugq = ftfygxgFas5X(BYPqEXcmiSJc)
ulzsLu6PiHBV = nDF4gVNx0u9Q.UmwwEp7MzR6q((vP0YnRIjpugq * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(806 - 758) + '\157' + '\x31', 8)], zKtrBMPw45Ns), dtype=RcX9bbuOzh5L)
for sChW4gUsXrIC in bbT2xIe5pzk7(zKtrBMPw45Ns):
NkpUyROrDXjc = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF, sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC] * NoZxuO7wjArS[ZlbFMSG8gCoF], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + '\x31', 8), sChW4gUsXrIC]))
NkpUyROrDXjc = nDF4gVNx0u9Q.dot(NkpUyROrDXjc, NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061', 8), sChW4gUsXrIC])
NkpUyROrDXjc = OM076lzCYnVV(NkpUyROrDXjc, (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31', 8)]))
Y1mGinlserK0 = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(349 - 301) + chr(0b1101111) + '\x31', 8), sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + chr(1893 - 1782) + '\x31', 8), sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(0b101110 + 0o2) + '\157' + chr(49), 8)] * de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC]))
Y1mGinlserK0 = nDF4gVNx0u9Q.dot(NypoB2EenBYk[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(0b11110 + 0o22) + '\157' + '\061', 8), sChW4gUsXrIC], Y1mGinlserK0)
Y1mGinlserK0 = OM076lzCYnVV(Y1mGinlserK0, (Ai70nitccd_p[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(1872 - 1824) + '\157' + chr(49), 8)] * NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8('\060' + chr(3887 - 3776) + chr(0b1000 + 0o51), 8)], de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC]))
Y1mGinlserK0 = Y1mGinlserK0[BYPqEXcmiSJc, :]
ulzsLu6PiHBV[:, sChW4gUsXrIC] = OM076lzCYnVV(nDF4gVNx0u9Q.dot(Y1mGinlserK0, NkpUyROrDXjc), (vP0YnRIjpugq * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001), 8)],))
EMyCw16FvAr9 = EHkO5nB076wR(ulzsLu6PiHBV)
EMyCw16FvAr9 = OM076lzCYnVV(EMyCw16FvAr9, (vP0YnRIjpugq * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(9268 - 9157) + chr(0b10101 + 0o34), 8)], PAfFNjUIOLoy))
EMyCw16FvAr9 = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(EMyCw16FvAr9), (PAfFNjUIOLoy * vP0YnRIjpugq * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(2204 - 2156) + chr(111) + chr(968 - 919), 8)]))
EMyCw16FvAr9 = nDF4gVNx0u9Q.transpose(nDF4gVNx0u9Q.linalg.solve(nDF4gVNx0u9Q.transpose(kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + chr(111) + '\x31', 8)]), nDF4gVNx0u9Q.transpose(EMyCw16FvAr9)))
EMyCw16FvAr9 = OM076lzCYnVV(EMyCw16FvAr9, (PAfFNjUIOLoy * vP0YnRIjpugq, NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b100 + 0o54) + chr(111) + chr(49), 8)]))
if RZVJ6GRRCdBR == roI3spqORKae(ES5oEprVxulp(b'o/\xc0'), chr(4602 - 4502) + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b100001 + 0o104))(chr(117) + chr(5888 - 5772) + chr(102) + chr(0b101100 + 0o1) + '\x38'):
(kifm9aPuSSic, yuEec3AB_aGJ, EMyCw16FvAr9) = nDF4gVNx0u9Q.linalg.svd(EMyCw16FvAr9, full_matrices=nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(48), 8))
EMyCw16FvAr9 = nDF4gVNx0u9Q.conj(nDF4gVNx0u9Q.transpose(EMyCw16FvAr9))
EMyCw16FvAr9 = EMyCw16FvAr9[:, :XURpmPuEWCNF(B7fOTM02ka6t, EMyCw16FvAr9.lhbM092AFW8f[nzTpIcepk0o8(chr(48) + chr(2112 - 2001) + '\061', 8)])]
else:
EMyCw16FvAr9 = EMyCw16FvAr9[:, :KV9ckIhroIia(EMyCw16FvAr9.lhbM092AFW8f[nzTpIcepk0o8('\060' + '\x6f' + '\x31', 8)] - B7fOTM02ka6t + nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001), 8)):-nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001), 8)]
else:
EMyCw16FvAr9 = nDF4gVNx0u9Q.random.rand(NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11 + 0o55) + '\157' + '\x31', 8)], B7fOTM02ka6t)
(r7AA1pbLjb44, EevyxCVqyJhw) = nDF4gVNx0u9Q.linalg.qr(nDF4gVNx0u9Q.concatenate((r7AA1pbLjb44, EMyCw16FvAr9), axis=nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001), 8)))
SnpctX5E3OVd = EMyCw16FvAr9.lhbM092AFW8f[nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11110 + 0o23), 8)]
GRbsaHW8BT5I = nDF4gVNx0u9Q.concatenate((GRbsaHW8BT5I, nDF4gVNx0u9Q.UmwwEp7MzR6q((PAfFNjUIOLoy * Ai70nitccd_p[ZlbFMSG8gCoF], SnpctX5E3OVd), dtype=RcX9bbuOzh5L)), axis=nzTpIcepk0o8('\060' + chr(9690 - 9579) + '\061', 8))
GRbsaHW8BT5I = nDF4gVNx0u9Q.dot(GRbsaHW8BT5I, nDF4gVNx0u9Q.transpose(EevyxCVqyJhw))
LCrwg7lcbmU9 = r7AA1pbLjb44.lhbM092AFW8f[nzTpIcepk0o8(chr(1071 - 1023) + '\x6f' + '\x31', 8)]
Y1mGinlserK0 = s0uuXVTCt3Xh[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(681 - 633) + '\157' + chr(49), 8)]
Y1mGinlserK0 = OM076lzCYnVV(Y1mGinlserK0, (Ai70nitccd_p[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + chr(111) + chr(49), 8)] * NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(0b110000) + chr(0b1101001 + 0o6) + chr(0b110001), 8)], Ai70nitccd_p[ZlbFMSG8gCoF]))
GRbsaHW8BT5I = OM076lzCYnVV(GRbsaHW8BT5I, (PAfFNjUIOLoy, Ai70nitccd_p[ZlbFMSG8gCoF] * LCrwg7lcbmU9))
GRbsaHW8BT5I = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(GRbsaHW8BT5I), (Ai70nitccd_p[ZlbFMSG8gCoF], LCrwg7lcbmU9 * PAfFNjUIOLoy))
GRbsaHW8BT5I = nDF4gVNx0u9Q.dot(Y1mGinlserK0, GRbsaHW8BT5I)
GRbsaHW8BT5I = OM076lzCYnVV(GRbsaHW8BT5I, (Ai70nitccd_p[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(1971 - 1923) + chr(7430 - 7319) + chr(1941 - 1892), 8)] * NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + chr(4546 - 4435) + chr(49), 8)] * LCrwg7lcbmU9, PAfFNjUIOLoy))
GRbsaHW8BT5I = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(GRbsaHW8BT5I), (PAfFNjUIOLoy, Ai70nitccd_p[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061', 8)], NoZxuO7wjArS[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(0b110000) + chr(0b1001111 + 0o40) + chr(0b110001), 8)], LCrwg7lcbmU9))
r7AA1pbLjb44 = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(r7AA1pbLjb44), (LCrwg7lcbmU9, NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(6716 - 6605) + chr(0b1110 + 0o43), 8)]))
Ai70nitccd_p[ZlbFMSG8gCoF] = LCrwg7lcbmU9
s0uuXVTCt3Xh[ZlbFMSG8gCoF - nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49), 8)] = GRbsaHW8BT5I
s0uuXVTCt3Xh[ZlbFMSG8gCoF] = r7AA1pbLjb44
kG6fYl2JyJdo[ZlbFMSG8gCoF] = nDF4gVNx0u9Q.dot(OM076lzCYnVV(r7AA1pbLjb44, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061', 8)])), kG6fYl2JyJdo[ZlbFMSG8gCoF + nzTpIcepk0o8('\x30' + chr(0b111110 + 0o61) + chr(1742 - 1693), 8)])
kG6fYl2JyJdo[ZlbFMSG8gCoF] = OM076lzCYnVV(kG6fYl2JyJdo[ZlbFMSG8gCoF], (Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11001 + 0o30), 8)]))
MUSHY0MqKw2l = BhRm0PkJuTeo(nDF4gVNx0u9Q.transpose(kG6fYl2JyJdo[ZlbFMSG8gCoF]))
kG6fYl2JyJdo[ZlbFMSG8gCoF] = kG6fYl2JyJdo[ZlbFMSG8gCoF][:, MUSHY0MqKw2l]
for sChW4gUsXrIC in bbT2xIe5pzk7(zKtrBMPw45Ns):
NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC] = OM076lzCYnVV(MVNcm5_VuRnk[ZlbFMSG8gCoF, sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC] * NoZxuO7wjArS[ZlbFMSG8gCoF], de80uRqrV2RE[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b101101 + 0o3) + '\157' + chr(1357 - 1308), 8), sChW4gUsXrIC]))
NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC] = nDF4gVNx0u9Q.dot(NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC], NypoB2EenBYk[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b1 + 0o57) + chr(111) + chr(0b1110 + 0o43), 8), sChW4gUsXrIC])
NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC] = OM076lzCYnVV(NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC], (de80uRqrV2RE[ZlbFMSG8gCoF, sChW4gUsXrIC], NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + '\x6f' + '\061', 8)]))
NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC] = NypoB2EenBYk[ZlbFMSG8gCoF, sChW4gUsXrIC][:, MUSHY0MqKw2l]
elif c8uPfmW32W3h > nzTpIcepk0o8(chr(0b110000) + chr(665 - 554) + '\x30', 8) and ZlbFMSG8gCoF == vPPlOXQgR3SM - nzTpIcepk0o8('\060' + '\x6f' + '\061', 8):
JpBUWqpLwiMx = nDF4gVNx0u9Q.dot(nDF4gVNx0u9Q.dot(GRbsaHW8BT5I[:, :LCrwg7lcbmU9], nDF4gVNx0u9Q.diag(PmE5_h409JAA[:LCrwg7lcbmU9])), nDF4gVNx0u9Q.conj(nDF4gVNx0u9Q.transpose(r7AA1pbLjb44[:, :LCrwg7lcbmU9])))
JpBUWqpLwiMx = OM076lzCYnVV(JpBUWqpLwiMx, (Ai70nitccd_p[ZlbFMSG8gCoF] * NoZxuO7wjArS[ZlbFMSG8gCoF] * Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)], PAfFNjUIOLoy))
s0uuXVTCt3Xh[ZlbFMSG8gCoF] = OM076lzCYnVV(nDF4gVNx0u9Q.transpose(JpBUWqpLwiMx), (PAfFNjUIOLoy, Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31', 8)]))
elif c8uPfmW32W3h < nzTpIcepk0o8(chr(0b11101 + 0o23) + '\157' + '\x30', 8) and ZlbFMSG8gCoF == nzTpIcepk0o8(chr(0b110000) + chr(0b1011 + 0o144) + chr(2101 - 2053), 8):
JpBUWqpLwiMx = nDF4gVNx0u9Q.dot(nDF4gVNx0u9Q.dot(GRbsaHW8BT5I[:, :LCrwg7lcbmU9], nDF4gVNx0u9Q.diag(PmE5_h409JAA[:LCrwg7lcbmU9])), nDF4gVNx0u9Q.conj(nDF4gVNx0u9Q.transpose(r7AA1pbLjb44[:, :LCrwg7lcbmU9])))
JpBUWqpLwiMx = OM076lzCYnVV(JpBUWqpLwiMx, (PAfFNjUIOLoy, Ai70nitccd_p[ZlbFMSG8gCoF], NoZxuO7wjArS[ZlbFMSG8gCoF], Ai70nitccd_p[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49), 8)]))
s0uuXVTCt3Xh[ZlbFMSG8gCoF] = JpBUWqpLwiMx
ZlbFMSG8gCoF = ZlbFMSG8gCoF + c8uPfmW32W3h
AFO9RS04gNnA[VOhoeTPJUluJ] = AFO9RS04gNnA[VOhoeTPJUluJ] - c8uPfmW32W3h
if AFO9RS04gNnA[VOhoeTPJUluJ] == nzTpIcepk0o8('\x30' + chr(0b111000 + 0o67) + chr(1817 - 1769), 8):
VOhoeTPJUluJ = VOhoeTPJUluJ + nzTpIcepk0o8('\060' + chr(0b1011000 + 0o27) + chr(49), 8)
if zyG6yE_SkDAn > nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + '\060', 8):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'!4\xd1\xf5\x19\xd3W6\x98wc\xe9L\xdd\xd0\x1a|g\xb8o\x11\x9f\xaeW\xf4\xd5\xd8\xdd.\t$\xed\x14z!\xfbS\x00\x88\x07yu\x84\xfc\x1f\xdb_(\xcc44\xfd'), chr(0b1 + 0o143) + chr(101) + chr(0b110011 + 0o60) + '\x6f' + chr(100) + '\145')(chr(0b100 + 0o161) + '\164' + chr(102) + chr(837 - 792) + chr(1124 - 1068)) % (K71eClYhmQV_, VOhoeTPJUluJ, ufyiYGPqnKtj, roI3spqORKae(aQg01EfWg1cd, roI3spqORKae(ES5oEprVxulp(b'o(\xd6\xed'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b10001 + 0o124))('\165' + chr(3757 - 3641) + chr(0b1100110) + chr(1786 - 1741) + '\070'))(roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b'x6\xd0'), '\x64' + '\x65' + '\x63' + chr(111) + chr(100) + '\x65')(chr(0b101111 + 0o106) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111 + 0o61)))(Ai70nitccd_p[:vPPlOXQgR3SM], NoZxuO7wjArS * Ai70nitccd_p[nzTpIcepk0o8(chr(48) + '\157' + '\061', 8):]) / roI3spqORKae(nDF4gVNx0u9Q, roI3spqORKae(ES5oEprVxulp(b's:\xc8\xdaU\xfe})\xb7K}\xcc'), '\144' + chr(101) + '\143' + chr(111) + '\x64' + '\x65')('\x75' + chr(2193 - 2077) + chr(102) + chr(1721 - 1676) + chr(0b111000)))(NoZxuO7wjArS))))
if KLxuPDMytKG7:
break
if ufyiYGPqnKtj < IEvDzBqncWsk and c8uPfmW32W3h < nzTpIcepk0o8(chr(261 - 213) + chr(111) + '\060', 8):
KLxuPDMytKG7 = nzTpIcepk0o8('\060' + chr(12101 - 11990) + chr(49), 8)
B7fOTM02ka6t = nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + '\060', 8)
if VOhoeTPJUluJ >= ftfygxgFas5X(AFO9RS04gNnA):
AFO9RS04gNnA = aZTCj4v5QdfO.copy(kHZS3Es_pXXn)
VOhoeTPJUluJ = nzTpIcepk0o8(chr(449 - 401) + '\157' + chr(0b110000), 8)
if KLxuPDMytKG7:
AFO9RS04gNnA = [vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + chr(0b11111 + 0o120) + '\061', 8)]
ufyiYGPqnKtj = nzTpIcepk0o8('\x30' + '\157' + '\x30', 8)
K71eClYhmQV_ = K71eClYhmQV_ + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061', 8)
c8uPfmW32W3h = nzTpIcepk0o8(aQg01EfWg1cd.copysign(nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(8751 - 8640) + '\061', 8), AFO9RS04gNnA[VOhoeTPJUluJ]))
ZlbFMSG8gCoF = ZlbFMSG8gCoF + c8uPfmW32W3h
s0uuXVTCt3Xh[vPPlOXQgR3SM - nzTpIcepk0o8(chr(1756 - 1708) + chr(0b1001001 + 0o46) + chr(0b101101 + 0o4), 8)] = nDF4gVNx0u9Q.transpose(s0uuXVTCt3Xh[vPPlOXQgR3SM - nzTpIcepk0o8(chr(48) + chr(0b111111 + 0o60) + '\x31', 8)][:, :, :, nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + '\060', 8)], [nzTpIcepk0o8(chr(48) + chr(5184 - 5073) + '\061', 8), nzTpIcepk0o8(chr(48) + chr(111) + '\x32', 8), nzTpIcepk0o8('\060' + chr(111) + chr(1482 - 1434), 8)])
Fi3yzxctM1zW = RuxMtHuKbM7x.tensor.from_list(s0uuXVTCt3Xh)
return Fi3yzxctM1zW |
oseledets/ttpy | tt/core/vector.py | vector.from_list | def from_list(a, order='F'):
"""Generate TT-vectorr object from given TT cores.
:param a: List of TT cores.
:type a: list
:returns: vector -- TT-vector constructed from the given cores.
"""
d = len(a) # Number of cores
res = vector()
n = _np.zeros(d, dtype=_np.int32)
r = _np.zeros(d+1, dtype=_np.int32)
cr = _np.array([])
for i in xrange(d):
cr = _np.concatenate((cr, a[i].flatten(order)))
r[i] = a[i].shape[0]
r[i+1] = a[i].shape[2]
n[i] = a[i].shape[1]
res.d = d
res.n = n
res.r = r
res.core = cr
res.get_ps()
return res | python | def from_list(a, order='F'):
"""Generate TT-vectorr object from given TT cores.
:param a: List of TT cores.
:type a: list
:returns: vector -- TT-vector constructed from the given cores.
"""
d = len(a) # Number of cores
res = vector()
n = _np.zeros(d, dtype=_np.int32)
r = _np.zeros(d+1, dtype=_np.int32)
cr = _np.array([])
for i in xrange(d):
cr = _np.concatenate((cr, a[i].flatten(order)))
r[i] = a[i].shape[0]
r[i+1] = a[i].shape[2]
n[i] = a[i].shape[1]
res.d = d
res.n = n
res.r = r
res.core = cr
res.get_ps()
return res | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/vector.py#L82-L105 | train | Generate TT - vectorr object from a list of TT cores. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(0b11100 + 0o32) + chr(917 - 864), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + '\063' + chr(52), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1808 - 1757) + '\064' + chr(0b110000), 55281 - 55273), nzTpIcepk0o8('\x30' + chr(111) + chr(2128 - 2078) + '\064' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(659 - 611) + chr(0b1101111) + chr(0b100100 + 0o15) + chr(0b101000 + 0o13) + chr(52), 5839 - 5831), nzTpIcepk0o8('\x30' + '\157' + '\061' + chr(0b110111) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b1000 + 0o50) + '\157' + chr(0b1110 + 0o47) + chr(0b110010), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1000 + 0o53) + chr(0b110100 + 0o0) + chr(0b10010 + 0o45), 0b1000), nzTpIcepk0o8('\x30' + chr(0b100110 + 0o111) + chr(0b1110 + 0o43) + chr(0b11001 + 0o34) + chr(0b1110 + 0o50), 14390 - 14382), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(2327 - 2278) + '\062' + chr(0b110010 + 0o2), 10036 - 10028), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1101111) + '\062' + chr(53) + chr(53), 0o10), nzTpIcepk0o8(chr(346 - 298) + chr(111) + chr(51) + chr(349 - 301) + chr(49), 60123 - 60115), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110110) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(2186 - 2137) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + '\060' + '\061', 8), nzTpIcepk0o8(chr(1537 - 1489) + '\157' + chr(0b10001 + 0o40) + chr(0b11111 + 0o21) + chr(0b110110), 10260 - 10252), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b110110 + 0o71) + '\x31' + chr(54) + chr(51), 9373 - 9365), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + '\063' + chr(819 - 765) + chr(0b101011 + 0o14), 0b1000), nzTpIcepk0o8(chr(48) + chr(1691 - 1580) + '\061' + chr(51) + '\065', 0b1000), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + chr(55) + '\061', 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\157' + '\062' + chr(0b100100 + 0o16) + chr(0b101110 + 0o5), 3223 - 3215), nzTpIcepk0o8('\x30' + chr(2801 - 2690) + chr(50) + chr(1837 - 1786) + '\066', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + chr(0b110101) + chr(0b110100 + 0o1), 0b1000), nzTpIcepk0o8(chr(1279 - 1231) + chr(3941 - 3830) + '\063' + '\x35' + chr(50), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(0b110101) + '\063', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(50) + chr(0b11100 + 0o27), 8), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b11111 + 0o120) + chr(51) + '\065' + '\066', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + '\065', 38129 - 38121), nzTpIcepk0o8(chr(589 - 541) + chr(111) + chr(0b10100 + 0o35) + '\061' + '\060', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + chr(49) + chr(315 - 262), 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + chr(50) + chr(54) + '\x35', 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110011) + '\x33' + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\157' + chr(49) + chr(784 - 734), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + chr(0b110000) + chr(0b110011), 0o10), nzTpIcepk0o8('\060' + chr(8278 - 8167) + '\x31' + '\065' + '\x30', 0o10), nzTpIcepk0o8(chr(632 - 584) + chr(0b1101111) + chr(2059 - 2010) + chr(0b110010) + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(50) + chr(0b1011 + 0o47) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b1010 + 0o51) + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b11100 + 0o25) + chr(0b101111 + 0o4) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b101111 + 0o100) + '\x33', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(111) + '\x35' + '\x30', 20667 - 20659)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xdb'), chr(100) + chr(0b1100100 + 0o1) + chr(0b1100011) + chr(111) + chr(7067 - 6967) + chr(0b1010100 + 0o21))(chr(117) + chr(7034 - 6918) + chr(102) + chr(45) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def bhnDM_lqAfoq(AQ9ceR9AaoT1, gwJk_IgdwKDy=roI3spqORKae(ES5oEprVxulp(b'\xb3'), chr(6705 - 6605) + '\145' + '\x63' + chr(0b1101001 + 0o6) + '\144' + chr(101))('\165' + '\x74' + '\146' + '\x2d' + chr(2639 - 2583))):
vPPlOXQgR3SM = ftfygxgFas5X(AQ9ceR9AaoT1)
_XdQFJpnzJor = _4syC9SDtC3P()
NoZxuO7wjArS = uooDotmTYEgP.UmwwEp7MzR6q(vPPlOXQgR3SM, dtype=uooDotmTYEgP.int32)
LCrwg7lcbmU9 = uooDotmTYEgP.UmwwEp7MzR6q(vPPlOXQgR3SM + nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31', 0o10), dtype=uooDotmTYEgP.int32)
NYr8NJTXQItJ = uooDotmTYEgP.Tn6rGr7XTM7t([])
for ZlbFMSG8gCoF in zBiXJ6gPq38D(vPPlOXQgR3SM):
NYr8NJTXQItJ = uooDotmTYEgP.concatenate((NYr8NJTXQItJ, AQ9ceR9AaoT1[ZlbFMSG8gCoF].flatten(gwJk_IgdwKDy)))
LCrwg7lcbmU9[ZlbFMSG8gCoF] = AQ9ceR9AaoT1[ZlbFMSG8gCoF].lhbM092AFW8f[nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(111) + chr(0b110000), 18555 - 18547)]
LCrwg7lcbmU9[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(312 - 264) + '\157' + chr(309 - 260), 8)] = AQ9ceR9AaoT1[ZlbFMSG8gCoF].lhbM092AFW8f[nzTpIcepk0o8(chr(1073 - 1025) + '\x6f' + chr(0b110010), 0o10)]
NoZxuO7wjArS[ZlbFMSG8gCoF] = AQ9ceR9AaoT1[ZlbFMSG8gCoF].lhbM092AFW8f[nzTpIcepk0o8(chr(1404 - 1356) + chr(111) + '\061', 8)]
_XdQFJpnzJor.vPPlOXQgR3SM = vPPlOXQgR3SM
_XdQFJpnzJor.NoZxuO7wjArS = NoZxuO7wjArS
_XdQFJpnzJor.LCrwg7lcbmU9 = LCrwg7lcbmU9
_XdQFJpnzJor.fJSwBORhebts = NYr8NJTXQItJ
roI3spqORKae(_XdQFJpnzJor, roI3spqORKae(ES5oEprVxulp(b'\x92\xb9\x94\xfd,\x0e'), chr(0b1 + 0o143) + chr(101) + chr(99) + chr(0b10000 + 0o137) + chr(100) + chr(0b1000100 + 0o41))(chr(0b1100011 + 0o22) + chr(0b100000 + 0o124) + chr(0b1011011 + 0o13) + chr(0b101101) + chr(3104 - 3048)))()
return _XdQFJpnzJor |
oseledets/ttpy | tt/core/vector.py | vector.erank | def erank(self):
""" Effective rank of the TT-vector """
r = self.r
n = self.n
d = self.d
if d <= 1:
er = 0e0
else:
sz = _np.dot(n * r[0:d], r[1:])
if sz == 0:
er = 0e0
else:
b = r[0] * n[0] + n[d - 1] * r[d]
if d is 2:
er = sz * 1.0 / b
else:
a = _np.sum(n[1:d - 1])
er = (_np.sqrt(b * b + 4 * a * sz) - b) / (2 * a)
return er | python | def erank(self):
""" Effective rank of the TT-vector """
r = self.r
n = self.n
d = self.d
if d <= 1:
er = 0e0
else:
sz = _np.dot(n * r[0:d], r[1:])
if sz == 0:
er = 0e0
else:
b = r[0] * n[0] + n[d - 1] * r[d]
if d is 2:
er = sz * 1.0 / b
else:
a = _np.sum(n[1:d - 1])
er = (_np.sqrt(b * b + 4 * a * sz) - b) / (2 * a)
return er | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/vector.py#L127-L145 | train | Effective rank of the TT - vector | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b110011) + chr(1150 - 1100) + chr(0b11110 + 0o27), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1010000 + 0o37) + chr(0b101100 + 0o6) + chr(0b110110) + chr(1093 - 1039), 0b1000), nzTpIcepk0o8('\060' + chr(0b1001100 + 0o43) + '\062' + chr(0b110011) + chr(0b11110 + 0o24), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(127 - 76) + chr(2126 - 2076) + chr(1581 - 1529), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(1293 - 1243) + chr(53) + chr(2382 - 2330), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(2627 - 2573) + '\x30', 0o10), nzTpIcepk0o8(chr(1085 - 1037) + chr(0b1100001 + 0o16) + chr(0b1111 + 0o47) + chr(49), 63396 - 63388), nzTpIcepk0o8('\060' + chr(111) + chr(0b100011 + 0o20) + chr(2831 - 2777) + chr(50), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\x34' + '\060', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(0b110011) + '\x31', 0b1000), nzTpIcepk0o8('\060' + chr(7189 - 7078) + chr(0b110010) + chr(0b110100) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(2149 - 2101) + chr(111) + chr(0b110011) + chr(0b110000) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b111 + 0o54) + chr(914 - 862) + '\064', 0b1000), nzTpIcepk0o8(chr(1347 - 1299) + '\x6f' + chr(0b10101 + 0o34) + chr(198 - 148), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + '\x32' + chr(58 - 7), 32700 - 32692), nzTpIcepk0o8('\060' + chr(0b1010001 + 0o36) + '\x33' + chr(0b110010) + chr(0b101101 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50) + chr(750 - 701) + '\065', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1101 + 0o45) + '\062' + '\x36', 0o10), nzTpIcepk0o8('\x30' + chr(7661 - 7550) + chr(53) + '\x30', 0b1000), nzTpIcepk0o8(chr(75 - 27) + chr(2768 - 2657) + chr(0b11101 + 0o24) + chr(0b1000 + 0o56) + chr(52), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b1100 + 0o45) + chr(0b110110) + chr(0b10010 + 0o42), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + '\065' + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + chr(0b10011 + 0o36) + chr(0b100101 + 0o13), 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(5617 - 5506) + '\x35' + chr(0b0 + 0o66), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(226 - 115) + chr(49) + '\x36' + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(0b100100 + 0o20) + chr(55), 8), nzTpIcepk0o8('\x30' + chr(5843 - 5732) + chr(0b100101 + 0o15) + chr(51) + '\062', 8), nzTpIcepk0o8(chr(1197 - 1149) + '\157' + '\x33' + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010) + '\061' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b1101111) + '\x31' + chr(0b110010) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(2453 - 2342) + chr(51) + '\x34' + chr(0b110001), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(0b1000 + 0o51) + chr(52), 8), nzTpIcepk0o8(chr(2087 - 2039) + '\x6f' + chr(0b100110 + 0o13) + '\063' + chr(0b110101), 39191 - 39183), nzTpIcepk0o8(chr(169 - 121) + '\157' + '\x32' + '\060' + chr(0b100111 + 0o12), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b111 + 0o60) + '\x31', 0o10), nzTpIcepk0o8(chr(0b111 + 0o51) + '\x6f' + chr(0b110001) + '\067' + chr(53), 62604 - 62596), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(0b1101111) + '\061' + chr(0b110001) + chr(502 - 448), ord("\x08")), nzTpIcepk0o8('\060' + chr(3609 - 3498) + chr(0b110011) + '\061' + '\x32', 0o10), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101111) + chr(0b110010) + chr(51) + chr(2220 - 2168), 0b1000), nzTpIcepk0o8('\060' + chr(5504 - 5393) + chr(49) + chr(0b110011), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000 + 0o0) + '\x6f' + chr(53) + '\x30', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xfb'), chr(0b1001111 + 0o25) + chr(3666 - 3565) + '\x63' + chr(4309 - 4198) + chr(100) + chr(0b1010 + 0o133))(chr(117) + '\x74' + chr(342 - 240) + chr(45) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def d8T0KQxGPwhk(hXMPsSrOQzbh):
LCrwg7lcbmU9 = hXMPsSrOQzbh.LCrwg7lcbmU9
NoZxuO7wjArS = hXMPsSrOQzbh.NoZxuO7wjArS
vPPlOXQgR3SM = hXMPsSrOQzbh.vPPlOXQgR3SM
if vPPlOXQgR3SM <= nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49), 0o10):
QU7kIa1BaEeN = 0.0
else:
G4U5vqz_1g79 = uooDotmTYEgP.dot(NoZxuO7wjArS * LCrwg7lcbmU9[nzTpIcepk0o8(chr(1267 - 1219) + chr(0b1000110 + 0o51) + chr(2197 - 2149), ord("\x08")):vPPlOXQgR3SM], LCrwg7lcbmU9[nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49), 8):])
if G4U5vqz_1g79 == nzTpIcepk0o8(chr(2285 - 2237) + chr(9453 - 9342) + '\x30', 8):
QU7kIa1BaEeN = 0.0
else:
xFDEVQn5qSdh = LCrwg7lcbmU9[nzTpIcepk0o8(chr(0b110000) + chr(8353 - 8242) + chr(48), 8)] * NoZxuO7wjArS[nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(6256 - 6145) + chr(0b100010 + 0o16), 8)] + NoZxuO7wjArS[vPPlOXQgR3SM - nzTpIcepk0o8('\060' + chr(111) + '\061', 8)] * LCrwg7lcbmU9[vPPlOXQgR3SM]
if vPPlOXQgR3SM is nzTpIcepk0o8('\060' + chr(0b1011100 + 0o23) + '\062', 21233 - 21225):
QU7kIa1BaEeN = G4U5vqz_1g79 * 1.0 / xFDEVQn5qSdh
else:
AQ9ceR9AaoT1 = uooDotmTYEgP.oclC8DLjA_lV(NoZxuO7wjArS[nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31', 8):vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31', 8)])
QU7kIa1BaEeN = (uooDotmTYEgP.sqrt(xFDEVQn5qSdh * xFDEVQn5qSdh + nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + chr(52), ord("\x08")) * AQ9ceR9AaoT1 * G4U5vqz_1g79) - xFDEVQn5qSdh) / (nzTpIcepk0o8(chr(48) + chr(0b111010 + 0o65) + chr(2010 - 1960), 8) * AQ9ceR9AaoT1)
return QU7kIa1BaEeN |
oseledets/ttpy | tt/core/vector.py | vector.r2c | def r2c(self):
"""Get complex vector.from real one made by ``tensor.c2r()``.
For tensor :math:`\\tilde{X}(i_1,\\ldots,i_d,i_{d+1})` returns complex tensor
.. math::
X(i_1,\\ldots,i_d) = \\tilde{X}(i_1,\\ldots,i_d,0) + i\\tilde{X}(i_1,\\ldots,i_d,1).
>>> a = tt.rand(2,10,5) + 1j * tt.rand(2,10,5)
>>> (a.c2r().r2c() - a).norm() / a.norm()
7.310562016615692e-16
"""
tmp = self.copy()
newcore = _np.array(tmp.core, dtype=_np.complex)
cr = newcore[tmp.ps[-2] - 1:tmp.ps[-1] - 1]
cr = cr.reshape((tmp.r[-2], tmp.n[-1], tmp.r[-1]), order='F')
cr[:, 1, :] *= 1j
newcore[tmp.ps[-2] - 1:tmp.ps[-1] - 1] = cr.flatten('F')
tmp.core = newcore
return sum(tmp, axis=tmp.d - 1) | python | def r2c(self):
"""Get complex vector.from real one made by ``tensor.c2r()``.
For tensor :math:`\\tilde{X}(i_1,\\ldots,i_d,i_{d+1})` returns complex tensor
.. math::
X(i_1,\\ldots,i_d) = \\tilde{X}(i_1,\\ldots,i_d,0) + i\\tilde{X}(i_1,\\ldots,i_d,1).
>>> a = tt.rand(2,10,5) + 1j * tt.rand(2,10,5)
>>> (a.c2r().r2c() - a).norm() / a.norm()
7.310562016615692e-16
"""
tmp = self.copy()
newcore = _np.array(tmp.core, dtype=_np.complex)
cr = newcore[tmp.ps[-2] - 1:tmp.ps[-1] - 1]
cr = cr.reshape((tmp.r[-2], tmp.n[-1], tmp.r[-1]), order='F')
cr[:, 1, :] *= 1j
newcore[tmp.ps[-2] - 1:tmp.ps[-1] - 1] = cr.flatten('F')
tmp.core = newcore
return sum(tmp, axis=tmp.d - 1) | [
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"-"... | Get complex vector.from real one made by ``tensor.c2r()``.
For tensor :math:`\\tilde{X}(i_1,\\ldots,i_d,i_{d+1})` returns complex tensor
.. math::
X(i_1,\\ldots,i_d) = \\tilde{X}(i_1,\\ldots,i_d,0) + i\\tilde{X}(i_1,\\ldots,i_d,1).
>>> a = tt.rand(2,10,5) + 1j * tt.rand(2,10,5)
>>> (a.c2r().r2c() - a).norm() / a.norm()
7.310562016615692e-16 | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/vector.py#L282-L302 | train | Get complex vector. from real one made by tensor. c2r. r2c. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + '\060', 0b1000), nzTpIcepk0o8('\060' + chr(0b110101 + 0o72) + chr(1654 - 1599), 26271 - 26263), nzTpIcepk0o8('\060' + chr(0b1011100 + 0o23) + chr(50) + chr(1010 - 962) + chr(1941 - 1893), 0o10), nzTpIcepk0o8(chr(48) + chr(5698 - 5587) + '\065' + chr(0b10010 + 0o42), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1217 - 1168) + '\064' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1477 - 1428) + chr(510 - 455) + chr(0b101111 + 0o6), 0b1000), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(111) + chr(0b100011 + 0o16) + chr(52) + chr(0b101101 + 0o5), 8), nzTpIcepk0o8(chr(48) + '\157' + chr(49) + '\062' + chr(0b110110), 19906 - 19898), nzTpIcepk0o8('\x30' + '\157' + chr(146 - 93) + '\064', 8), nzTpIcepk0o8('\060' + '\157' + chr(51) + '\064' + '\066', ord("\x08")), nzTpIcepk0o8(chr(503 - 455) + chr(0b11111 + 0o120) + '\x32' + '\067' + chr(2769 - 2715), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1100100 + 0o13) + '\062' + chr(53) + chr(0b110011), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(404 - 356), 0o10), nzTpIcepk0o8('\x30' + chr(2797 - 2686) + chr(50) + chr(0b100110 + 0o21) + chr(1209 - 1157), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + '\157' + chr(0b110100) + '\067', 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(1395 - 1284) + chr(0b11 + 0o62) + '\066', 0b1000), nzTpIcepk0o8(chr(789 - 741) + chr(0b101000 + 0o107) + chr(0b110010) + '\x35' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101101 + 0o4) + chr(0b100001 + 0o21), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(858 - 809) + chr(0b11101 + 0o30) + '\065', 0o10), nzTpIcepk0o8('\060' + chr(0b1101011 + 0o4) + chr(0b110011) + chr(0b110000) + '\066', ord("\x08")), nzTpIcepk0o8(chr(1379 - 1331) + '\157' + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(11829 - 11718) + chr(0b110010), 25312 - 25304), nzTpIcepk0o8(chr(1764 - 1716) + '\x6f' + chr(1835 - 1784) + '\066' + chr(0b100000 + 0o27), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(7379 - 7268) + '\x34' + '\065', 0b1000), nzTpIcepk0o8(chr(0b101111 + 0o1) + '\x6f' + '\x35' + '\x37', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + '\066' + chr(54), 23797 - 23789), nzTpIcepk0o8(chr(2047 - 1999) + '\x6f' + '\x31' + '\x32', 8), nzTpIcepk0o8('\060' + chr(6387 - 6276) + chr(0b10001 + 0o42) + chr(2241 - 2191) + chr(0b101011 + 0o13), 18221 - 18213), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\157' + '\065' + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b1111 + 0o42) + '\064' + chr(1213 - 1158), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(808 - 759) + chr(0b110011) + chr(51), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + '\060' + '\x35', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(1300 - 1250) + chr(502 - 454) + chr(0b100001 + 0o20), 64253 - 64245), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(2063 - 1952) + chr(52) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b111011 + 0o64) + '\062' + chr(0b1000 + 0o51) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(1358 - 1309) + chr(617 - 568) + '\x30', 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + '\x35' + chr(0b100101 + 0o17), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\065' + '\062', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(0b110000) + '\060', 0b1000), nzTpIcepk0o8('\060' + chr(0b1010010 + 0o35) + chr(1424 - 1373) + chr(55) + chr(0b110011), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(795 - 747) + chr(4558 - 4447) + '\065' + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'>'), chr(0b1100100) + chr(4063 - 3962) + '\x63' + chr(111) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b1010 + 0o43) + chr(0b111000 + 0o0)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def bkyOJlJxsfR_(hXMPsSrOQzbh):
PT32xG247TS3 = hXMPsSrOQzbh.copy()
sIOxwL6QKXJi = uooDotmTYEgP.Tn6rGr7XTM7t(PT32xG247TS3.fJSwBORhebts, dtype=uooDotmTYEgP.complex)
NYr8NJTXQItJ = sIOxwL6QKXJi[PT32xG247TS3.gh5RZvFlfJ36[-nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010), 8)] - nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 40957 - 40949):PT32xG247TS3.gh5RZvFlfJ36[-nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49), 8)] - nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1729 - 1680), 8)]
NYr8NJTXQItJ = NYr8NJTXQItJ.reshape((PT32xG247TS3.LCrwg7lcbmU9[-nzTpIcepk0o8(chr(1418 - 1370) + chr(0b1101111) + '\062', 8)], PT32xG247TS3.NoZxuO7wjArS[-nzTpIcepk0o8(chr(0b110000) + chr(803 - 692) + chr(0b10100 + 0o35), 8)], PT32xG247TS3.LCrwg7lcbmU9[-nzTpIcepk0o8('\060' + '\x6f' + chr(1041 - 992), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'V'), chr(1924 - 1824) + chr(0b10111 + 0o116) + chr(0b101111 + 0o64) + chr(111) + chr(4553 - 4453) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(0b100000 + 0o15) + chr(681 - 625)))
NYr8NJTXQItJ[:, nzTpIcepk0o8(chr(0b110000) + chr(0b100001 + 0o116) + '\061', 8), :] *= 1j
sIOxwL6QKXJi[PT32xG247TS3.gh5RZvFlfJ36[-nzTpIcepk0o8('\x30' + chr(2460 - 2349) + chr(2410 - 2360), 8)] - nzTpIcepk0o8('\060' + chr(0b101 + 0o152) + chr(0b110001), 8):PT32xG247TS3.gh5RZvFlfJ36[-nzTpIcepk0o8('\060' + chr(0b100001 + 0o116) + chr(0b111 + 0o52), 8)] - nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + '\x31', 8)] = NYr8NJTXQItJ.flatten(roI3spqORKae(ES5oEprVxulp(b'V'), chr(0b1 + 0o143) + chr(2658 - 2557) + '\x63' + '\157' + chr(0b111011 + 0o51) + '\145')(chr(0b1000 + 0o155) + chr(9095 - 8979) + '\x66' + chr(80 - 35) + chr(56)))
PT32xG247TS3.fJSwBORhebts = sIOxwL6QKXJi
return oclC8DLjA_lV(PT32xG247TS3, axis=roI3spqORKae(PT32xG247TS3, roI3spqORKae(ES5oEprVxulp(b'fW\xd0@-%31~\xd5\xed\xe6'), chr(100) + chr(1548 - 1447) + chr(3355 - 3256) + '\x6f' + chr(100) + '\145')('\x75' + chr(0b1110100) + chr(7622 - 7520) + chr(0b101101) + '\070')) - nzTpIcepk0o8(chr(0b110000) + chr(0b101111 + 0o100) + chr(49), 8)) |
oseledets/ttpy | tt/core/vector.py | vector.full | def full(self, asvector=False):
"""Returns full array (uncompressed).
.. warning::
TT compression allows to keep in memory tensors much larger than ones PC can handle in
raw format. Therefore this function is quite unsafe; use it at your own risk.
:returns: numpy.ndarray -- full tensor.
"""
# Generate correct size vector
sz = self.n.copy()
if self.r[0] > 1:
sz = _np.concatenate(([self.r[0]], sz))
if self.r[self.d] > 1:
sz = _np.concatenate(([self.r[self.d]], sz))
if (_np.iscomplex(self.core).any()):
a = _tt_f90.tt_f90.ztt_to_full(
self.n, self.r, self.ps, self.core, _np.prod(sz))
else:
a = _tt_f90.tt_f90.dtt_to_full(
self.n, self.r, self.ps, _np.real(
self.core), _np.prod(sz))
a = a.reshape(sz, order='F')
if asvector:
a=a.flatten(order='F')
return a | python | def full(self, asvector=False):
"""Returns full array (uncompressed).
.. warning::
TT compression allows to keep in memory tensors much larger than ones PC can handle in
raw format. Therefore this function is quite unsafe; use it at your own risk.
:returns: numpy.ndarray -- full tensor.
"""
# Generate correct size vector
sz = self.n.copy()
if self.r[0] > 1:
sz = _np.concatenate(([self.r[0]], sz))
if self.r[self.d] > 1:
sz = _np.concatenate(([self.r[self.d]], sz))
if (_np.iscomplex(self.core).any()):
a = _tt_f90.tt_f90.ztt_to_full(
self.n, self.r, self.ps, self.core, _np.prod(sz))
else:
a = _tt_f90.tt_f90.dtt_to_full(
self.n, self.r, self.ps, _np.real(
self.core), _np.prod(sz))
a = a.reshape(sz, order='F')
if asvector:
a=a.flatten(order='F')
return a | [
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.. warning::
TT compression allows to keep in memory tensors much larger than ones PC can handle in
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/vector.py#L326-L352 | train | Returns full array of in - memory entries. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1389 - 1341) + chr(6676 - 6565) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(1989 - 1941) + chr(9419 - 9308) + chr(2177 - 2125) + chr(0b101011 + 0o7), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(11719 - 11608) + '\x32' + '\x34' + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1000111 + 0o50) + chr(1841 - 1791) + chr(1218 - 1163) + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x32' + chr(0b11100 + 0o33) + chr(0b101110 + 0o10), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + '\x6f' + '\x33' + chr(2358 - 2304) + '\063', 10887 - 10879), nzTpIcepk0o8(chr(0b110000) + chr(12267 - 12156) + chr(50) + chr(0b110110) + '\063', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b11110 + 0o24) + chr(0b10010 + 0o44) + chr(50), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + chr(0b110110) + chr(0b1100 + 0o44), 61096 - 61088), nzTpIcepk0o8(chr(48) + '\157' + chr(331 - 281) + '\x35' + '\x33', 0b1000), nzTpIcepk0o8('\x30' + chr(4910 - 4799) + '\x37', 0b1000), nzTpIcepk0o8(chr(48) + chr(10896 - 10785) + '\064' + chr(0b1100 + 0o50), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(0b10111 + 0o36) + chr(0b110101), 21479 - 21471), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + chr(49) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(2073 - 2025) + chr(111) + '\x33' + chr(0b100111 + 0o13) + '\x37', 0b1000), nzTpIcepk0o8('\060' + chr(3027 - 2916) + chr(1823 - 1774) + chr(1599 - 1550) + chr(2127 - 2077), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2033 - 1984) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001 + 0o0) + '\x30' + chr(505 - 453), ord("\x08")), nzTpIcepk0o8(chr(542 - 494) + '\x6f' + '\062' + chr(1687 - 1634) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\062' + chr(0b110110) + chr(2298 - 2248), 8), nzTpIcepk0o8('\x30' + chr(0b1001000 + 0o47) + chr(53) + '\063', 0o10), nzTpIcepk0o8(chr(892 - 844) + chr(0b1101111) + chr(0b110001) + chr(0b10000 + 0o42) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b10011 + 0o134) + chr(50) + '\066' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1778 - 1727) + chr(0b110000) + chr(1768 - 1716), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100010 + 0o17) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110011) + chr(0b110010) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(111) + '\x36' + chr(0b110011), 0o10), nzTpIcepk0o8('\060' + chr(0b1011 + 0o144) + '\x31' + chr(0b11111 + 0o25), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11100 + 0o27) + '\066' + chr(0b110000 + 0o2), 0b1000), nzTpIcepk0o8(chr(991 - 943) + '\157' + '\x31' + chr(0b110100), 8), nzTpIcepk0o8('\x30' + '\157' + chr(54) + chr(2936 - 2881), 0o10), nzTpIcepk0o8(chr(1102 - 1054) + chr(111) + chr(0b110010) + '\x37' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(1821 - 1773) + '\157' + chr(0b110011) + chr(2105 - 2052) + '\066', 61847 - 61839), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110000) + chr(513 - 465), 0b1000), nzTpIcepk0o8('\x30' + chr(1738 - 1627) + chr(2007 - 1958) + '\x34' + chr(1458 - 1409), 11127 - 11119), nzTpIcepk0o8('\060' + chr(6725 - 6614) + chr(0b100010 + 0o21) + chr(0b11 + 0o60) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(243 - 195) + chr(111) + chr(0b110011) + chr(0b10 + 0o61) + chr(2058 - 2007), 57380 - 57372), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + chr(0b101110 + 0o3) + '\x34', 29983 - 29975), nzTpIcepk0o8(chr(377 - 329) + chr(0b1001110 + 0o41) + chr(1932 - 1883) + chr(0b110010) + chr(0b10 + 0o60), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(8215 - 8104) + '\x32' + chr(507 - 456) + chr(51), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(313 - 265) + '\157' + '\065' + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'/'), chr(0b1100100) + chr(101) + chr(2953 - 2854) + chr(111) + '\144' + '\x65')(chr(0b1110101) + '\x74' + chr(5101 - 4999) + '\055' + chr(0b1001 + 0o57)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def FQnMqH8X9LID(hXMPsSrOQzbh, RpwVgYcJ2Qvl=nzTpIcepk0o8(chr(0b110000) + chr(3741 - 3630) + chr(0b110000), ord("\x08"))):
G4U5vqz_1g79 = hXMPsSrOQzbh.n.copy()
if roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'Ma\xd7\xcc\xd9\xc4\xdf\xd1\x12\xc6R\x1d'), '\144' + '\145' + '\x63' + '\157' + chr(0b1100100) + chr(0b1100101))('\165' + '\164' + chr(0b1011100 + 0o12) + chr(286 - 241) + chr(0b110011 + 0o5)))[nzTpIcepk0o8(chr(60 - 12) + chr(0b1100101 + 0o12) + chr(0b101011 + 0o5), 8)] > nzTpIcepk0o8(chr(1571 - 1523) + '\157' + '\061', 8):
G4U5vqz_1g79 = uooDotmTYEgP.concatenate(([hXMPsSrOQzbh.LCrwg7lcbmU9[nzTpIcepk0o8(chr(1142 - 1094) + '\157' + '\x30', 8)]], G4U5vqz_1g79))
if roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'Ma\xd7\xcc\xd9\xc4\xdf\xd1\x12\xc6R\x1d'), chr(0b1010 + 0o132) + '\x65' + '\143' + chr(0b1011101 + 0o22) + chr(100) + '\145')(chr(0b1110101) + chr(116) + chr(102) + chr(0b11001 + 0o24) + '\x38'))[roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'wr\xf5\xd7\xf1\xab\xe2\xd5"\x98Ti'), chr(100) + chr(0b1000110 + 0o37) + chr(99) + chr(0b1101111) + chr(0b101 + 0o137) + chr(101))(chr(0b1010010 + 0o43) + chr(0b1110100) + chr(0b1100110) + chr(524 - 479) + chr(0b111000)))] > nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001), 8):
G4U5vqz_1g79 = uooDotmTYEgP.concatenate(([hXMPsSrOQzbh.LCrwg7lcbmU9[hXMPsSrOQzbh.vPPlOXQgR3SM]], G4U5vqz_1g79))
if roI3spqORKae(uooDotmTYEgP.iscomplex(hXMPsSrOQzbh.core), roI3spqORKae(ES5oEprVxulp(b'Wd\x91\xcb\xf5\xbc\xfc\xd0\x04\xc7WG'), '\144' + '\145' + chr(3763 - 3664) + chr(6918 - 6807) + '\x64' + '\145')(chr(0b110111 + 0o76) + chr(0b1110100) + chr(102) + '\x2d' + '\x38'))():
AQ9ceR9AaoT1 = qlnLfO1w6o7h.tt_f90.ztt_to_full(hXMPsSrOQzbh.NoZxuO7wjArS, hXMPsSrOQzbh.LCrwg7lcbmU9, hXMPsSrOQzbh.gh5RZvFlfJ36, hXMPsSrOQzbh.fJSwBORhebts, uooDotmTYEgP.prod(G4U5vqz_1g79))
else:
AQ9ceR9AaoT1 = qlnLfO1w6o7h.tt_f90.dtt_to_full(hXMPsSrOQzbh.NoZxuO7wjArS, hXMPsSrOQzbh.LCrwg7lcbmU9, hXMPsSrOQzbh.gh5RZvFlfJ36, uooDotmTYEgP.vNpScrKAMekT(hXMPsSrOQzbh.fJSwBORhebts), uooDotmTYEgP.prod(G4U5vqz_1g79))
AQ9ceR9AaoT1 = AQ9ceR9AaoT1.reshape(G4U5vqz_1g79, order=roI3spqORKae(ES5oEprVxulp(b'G'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b111000 + 0o54) + chr(9289 - 9188))(chr(0b100 + 0o161) + '\x74' + '\146' + chr(45) + chr(0b101 + 0o63)))
if RpwVgYcJ2Qvl:
AQ9ceR9AaoT1 = AQ9ceR9AaoT1.flatten(order=roI3spqORKae(ES5oEprVxulp(b'G'), '\144' + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(10267 - 10151) + chr(0b1100110) + chr(0b101101) + chr(1777 - 1721)))
return AQ9ceR9AaoT1 |
oseledets/ttpy | tt/core/vector.py | vector.round | def round(self, eps=1e-14, rmax=1000000):
"""Applies TT rounding procedure to the TT-vector and **returns rounded tensor**.
:param eps: Rounding accuracy.
:type eps: float
:param rmax: Maximal rank
:type rmax: int
:returns: tensor -- rounded TT-vector.
Usage example:
>>> a = tt.ones(2, 10)
>>> b = a + a
>>> print b.r
array([1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1], dtype=int32)
>>> b = b.round(1E-14)
>>> print b.r
array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=int32)
"""
c = vector()
c.n = _np.copy(self.n)
c.d = self.d
c.r = _np.copy(self.r)
c.ps = _np.copy(self.ps)
if (_np.iscomplex(self.core).any()):
_tt_f90.tt_f90.ztt_compr2(c.n, c.r, c.ps, self.core, eps, rmax)
c.core = _tt_f90.tt_f90.zcore.copy()
else:
_tt_f90.tt_f90.dtt_compr2(c.n, c.r, c.ps, self.core, eps, rmax)
c.core = _tt_f90.tt_f90.core.copy()
_tt_f90.tt_f90.tt_dealloc()
return c | python | def round(self, eps=1e-14, rmax=1000000):
"""Applies TT rounding procedure to the TT-vector and **returns rounded tensor**.
:param eps: Rounding accuracy.
:type eps: float
:param rmax: Maximal rank
:type rmax: int
:returns: tensor -- rounded TT-vector.
Usage example:
>>> a = tt.ones(2, 10)
>>> b = a + a
>>> print b.r
array([1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1], dtype=int32)
>>> b = b.round(1E-14)
>>> print b.r
array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=int32)
"""
c = vector()
c.n = _np.copy(self.n)
c.d = self.d
c.r = _np.copy(self.r)
c.ps = _np.copy(self.ps)
if (_np.iscomplex(self.core).any()):
_tt_f90.tt_f90.ztt_compr2(c.n, c.r, c.ps, self.core, eps, rmax)
c.core = _tt_f90.tt_f90.zcore.copy()
else:
_tt_f90.tt_f90.dtt_compr2(c.n, c.r, c.ps, self.core, eps, rmax)
c.core = _tt_f90.tt_f90.core.copy()
_tt_f90.tt_f90.tt_dealloc()
return c | [
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:param eps: Rounding accuracy.
:type eps: float
:param rmax: Maximal rank
:type rmax: int
:returns: tensor -- rounded TT-vector.
Usage example:
>>> a = tt.ones(2, 10)
>>> b = a + a
>>> print b.r
array([1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1], dtype=int32)
>>> b = b.round(1E-14)
>>> print b.r
array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype=int32) | [
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] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/vector.py#L381-L413 | train | Applies TT rounding procedure to the TT - vector and returns rounded tensor. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(111) + chr(778 - 728) + chr(2187 - 2139) + '\066', 0b1000), nzTpIcepk0o8('\060' + chr(0b1011110 + 0o21) + '\x35' + '\064', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b11111 + 0o22) + chr(0b101111 + 0o10) + chr(54), 2406 - 2398), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + '\x37' + '\x36', 0o10), nzTpIcepk0o8(chr(2221 - 2173) + chr(0b1101111) + chr(1973 - 1924) + chr(928 - 873) + chr(0b110000), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(52) + chr(0b10101 + 0o41), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + '\060' + chr(1055 - 1004), 22772 - 22764), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b110000) + chr(1536 - 1486), 2819 - 2811), nzTpIcepk0o8(chr(227 - 179) + chr(0b1101111) + '\067' + chr(2038 - 1986), 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + '\x6f' + chr(2396 - 2345) + chr(53) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(1365 - 1317) + chr(111) + '\062' + chr(0b110010 + 0o4), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10000 + 0o137) + chr(51) + '\062' + chr(645 - 593), ord("\x08")), nzTpIcepk0o8('\060' + chr(3257 - 3146) + chr(1851 - 1800) + '\x33' + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(11295 - 11184) + chr(1201 - 1150) + '\x30' + chr(49), 0o10), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\157' + '\061', ord("\x08")), nzTpIcepk0o8(chr(142 - 94) + chr(0b1000010 + 0o55) + '\061' + chr(52) + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1010 + 0o145) + '\063' + '\x34' + chr(0b100000 + 0o22), 0b1000), nzTpIcepk0o8(chr(0b0 + 0o60) + '\x6f' + '\x33' + chr(1904 - 1853) + '\064', 8), nzTpIcepk0o8(chr(2286 - 2238) + '\157' + chr(0b101001 + 0o10) + '\x32' + '\063', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(937 - 885) + chr(0b10010 + 0o45), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010) + chr(51), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101010 + 0o5) + chr(0b110001) + chr(0b110110) + chr(327 - 278), 0o10), nzTpIcepk0o8('\x30' + chr(328 - 217) + '\x31' + '\067', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b0 + 0o63) + chr(0b101000 + 0o17) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b110010 + 0o75) + chr(314 - 264) + chr(0b10 + 0o63) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + '\065', 53808 - 53800), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b1010 + 0o51) + '\063' + chr(52), 8), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\157' + '\x35' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101000 + 0o11) + chr(48) + chr(0b101111 + 0o4), 61913 - 61905), nzTpIcepk0o8(chr(760 - 712) + '\157' + '\062' + chr(1796 - 1743) + chr(49), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(1559 - 1508) + '\065' + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(1469 - 1421) + chr(0b1101111) + '\067' + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(2650 - 2539) + '\062' + '\063', 8), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + chr(1384 - 1332) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(1608 - 1560) + chr(111) + '\062' + chr(0b1101 + 0o52) + chr(0b110110), 51674 - 51666), nzTpIcepk0o8(chr(48) + chr(0b111111 + 0o60) + chr(2236 - 2187) + chr(0b110001) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(7251 - 7140) + '\063' + chr(1176 - 1121), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11010 + 0o30) + '\066' + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(48) + '\x31', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b11010 + 0o125) + chr(0b100111 + 0o16) + '\060', 31283 - 31275)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xa8'), chr(8543 - 8443) + chr(0b1100101) + '\143' + chr(0b1010001 + 0o36) + chr(100) + chr(0b1001010 + 0o33))('\x75' + chr(1574 - 1458) + chr(0b1010001 + 0o25) + chr(0b1110 + 0o37) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def sOS7b2Ofrbne(hXMPsSrOQzbh, IEvDzBqncWsk=1e-14, EKpVm60OBj4p=nzTpIcepk0o8(chr(1885 - 1837) + chr(111) + '\063' + '\x36' + chr(0b110100) + '\061' + chr(298 - 249) + chr(0b1111 + 0o41) + chr(1319 - 1271), 0b1000)):
teUmM7cKWZUa = _4syC9SDtC3P()
teUmM7cKWZUa.NoZxuO7wjArS = uooDotmTYEgP.copy(hXMPsSrOQzbh.NoZxuO7wjArS)
teUmM7cKWZUa.vPPlOXQgR3SM = hXMPsSrOQzbh.vPPlOXQgR3SM
teUmM7cKWZUa.LCrwg7lcbmU9 = uooDotmTYEgP.copy(hXMPsSrOQzbh.LCrwg7lcbmU9)
teUmM7cKWZUa.gh5RZvFlfJ36 = uooDotmTYEgP.copy(hXMPsSrOQzbh.gh5RZvFlfJ36)
if roI3spqORKae(uooDotmTYEgP.iscomplex(hXMPsSrOQzbh.core), roI3spqORKae(ES5oEprVxulp(b'\xd0jJ\x8e3\xa9\x8c\xe0H\x84F\xb7'), '\144' + chr(0b110110 + 0o57) + chr(0b1000000 + 0o43) + chr(111) + '\x64' + chr(0b1101 + 0o130))('\165' + '\x74' + chr(0b100000 + 0o106) + '\055' + chr(0b10111 + 0o41)))():
roI3spqORKae(qlnLfO1w6o7h.tt_f90, roI3spqORKae(ES5oEprVxulp(b'\xfcX\n\xa1\x1b\x89\xae\xf2N\xda'), chr(0b1100100) + '\145' + chr(4245 - 4146) + chr(0b100000 + 0o117) + chr(100) + chr(9731 - 9630))('\165' + '\x74' + chr(0b1100110) + chr(1693 - 1648) + chr(0b100001 + 0o27)))(roI3spqORKae(teUmM7cKWZUa, roI3spqORKae(ES5oEprVxulp(b'\xc8C$\x86\r\xa9\xf4\xf5V\xa9d\x87'), chr(8360 - 8260) + chr(101) + '\x63' + '\157' + chr(2736 - 2636) + chr(101))('\165' + chr(8559 - 8443) + chr(0b11100 + 0o112) + chr(0b111 + 0o46) + chr(0b101000 + 0o20))), roI3spqORKae(teUmM7cKWZUa, roI3spqORKae(ES5oEprVxulp(b'\xcao\x0c\x89\x1f\xd1\xaf\xe1^\x85C\xed'), chr(0b1100100) + '\145' + '\143' + chr(0b110101 + 0o72) + '\144' + chr(8028 - 7927))(chr(13335 - 13218) + chr(116) + '\x66' + '\055' + chr(56))), roI3spqORKae(teUmM7cKWZUa, roI3spqORKae(ES5oEprVxulp(b'\xe1DK\xac"\x90\x85\xeeZ\xa2%\xe2'), chr(4000 - 3900) + '\145' + chr(6441 - 6342) + chr(0b1010011 + 0o34) + chr(0b111011 + 0o51) + chr(4330 - 4229))('\x75' + chr(10631 - 10515) + '\146' + chr(0b101 + 0o50) + chr(0b111000))), roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xe0f-\x89:\xa9\x91\xeaY\x8ab\xa7'), '\x64' + chr(0b100100 + 0o101) + chr(0b1100011) + chr(111) + chr(100) + '\145')(chr(708 - 591) + chr(0b1110100) + '\146' + '\x2d' + chr(0b101100 + 0o14))), IEvDzBqncWsk, EKpVm60OBj4p)
teUmM7cKWZUa.fJSwBORhebts = qlnLfO1w6o7h.tt_f90.zcore.copy()
else:
roI3spqORKae(qlnLfO1w6o7h.tt_f90, roI3spqORKae(ES5oEprVxulp(b'\xe2X\n\xa1\x1b\x89\xae\xf2N\xda'), chr(100) + '\145' + chr(99) + '\157' + chr(100) + '\145')('\165' + '\164' + chr(5101 - 4999) + chr(0b101101) + '\x38'))(roI3spqORKae(teUmM7cKWZUa, roI3spqORKae(ES5oEprVxulp(b'\xc8C$\x86\r\xa9\xf4\xf5V\xa9d\x87'), '\x64' + chr(101) + '\143' + '\157' + '\x64' + '\145')(chr(0b1110101) + chr(4582 - 4466) + chr(0b1100110) + chr(633 - 588) + chr(0b111000))), roI3spqORKae(teUmM7cKWZUa, roI3spqORKae(ES5oEprVxulp(b'\xcao\x0c\x89\x1f\xd1\xaf\xe1^\x85C\xed'), chr(0b1100100) + '\145' + chr(99) + chr(620 - 509) + chr(100) + '\145')('\x75' + '\x74' + '\146' + chr(0b101101) + chr(56))), roI3spqORKae(teUmM7cKWZUa, roI3spqORKae(ES5oEprVxulp(b'\xe1DK\xac"\x90\x85\xeeZ\xa2%\xe2'), chr(100) + '\145' + chr(99) + '\157' + chr(0b101010 + 0o72) + '\x65')('\x75' + '\164' + '\x66' + '\x2d' + '\x38')), roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xe0f-\x89:\xa9\x91\xeaY\x8ab\xa7'), chr(0b11001 + 0o113) + '\145' + chr(99) + '\x6f' + chr(0b1100100) + chr(101))('\165' + '\x74' + chr(0b111001 + 0o55) + chr(1965 - 1920) + chr(2008 - 1952))), IEvDzBqncWsk, EKpVm60OBj4p)
teUmM7cKWZUa.fJSwBORhebts = qlnLfO1w6o7h.tt_f90.core.copy()
roI3spqORKae(qlnLfO1w6o7h.tt_f90, roI3spqORKae(ES5oEprVxulp(b'\xf2X!\x9a\x1d\x87\xaf\xeeS\x8b'), '\144' + chr(101) + '\x63' + chr(7054 - 6943) + chr(0b1000100 + 0o40) + chr(7634 - 7533))(chr(7221 - 7104) + chr(0b1011000 + 0o34) + chr(6185 - 6083) + '\x2d' + chr(0b11000 + 0o40)))()
return teUmM7cKWZUa |
oseledets/ttpy | tt/core/vector.py | vector.rmean | def rmean(self):
""" Calculates the mean rank of a TT-vector."""
if not _np.all(self.n):
return 0
# Solving quadratic equation ar^2 + br + c = 0;
a = _np.sum(self.n[1:-1])
b = self.n[0] + self.n[-1]
c = - _np.sum(self.n * self.r[1:] * self.r[:-1])
D = b ** 2 - 4 * a * c
r = 0.5 * (-b + _np.sqrt(D)) / a
return r | python | def rmean(self):
""" Calculates the mean rank of a TT-vector."""
if not _np.all(self.n):
return 0
# Solving quadratic equation ar^2 + br + c = 0;
a = _np.sum(self.n[1:-1])
b = self.n[0] + self.n[-1]
c = - _np.sum(self.n * self.r[1:] * self.r[:-1])
D = b ** 2 - 4 * a * c
r = 0.5 * (-b + _np.sqrt(D)) / a
return r | [
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"vector",
"."
] | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/vector.py#L568-L578 | train | Calculates the mean rank of a TT - vector. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101101 + 0o4) + '\067' + '\066', 62949 - 62941), nzTpIcepk0o8('\x30' + chr(0b1010000 + 0o37) + '\062' + chr(0b110011) + chr(0b110100), 20102 - 20094), nzTpIcepk0o8(chr(1096 - 1048) + chr(111) + chr(1110 - 1061) + chr(0b110000 + 0o6) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(858 - 810) + chr(0b1101111 + 0o0) + chr(0b101100 + 0o6) + chr(0b110000) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(4023 - 3912) + chr(2067 - 2018) + chr(103 - 52) + chr(54), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(1727 - 1676) + chr(54) + '\x34', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101101 + 0o5) + '\x35' + '\x31', 12368 - 12360), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(111) + '\062' + chr(53) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1001000 + 0o47) + '\061' + chr(1347 - 1296) + '\x34', 0o10), nzTpIcepk0o8('\060' + chr(111) + '\061' + chr(0b1101 + 0o52) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(496 - 445) + chr(0b101101 + 0o4), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + '\x33' + '\063', 34227 - 34219), nzTpIcepk0o8(chr(48) + chr(0b11000 + 0o127) + '\062' + '\x34' + '\x31', 49654 - 49646), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(52) + chr(51), 25450 - 25442), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11001 + 0o31) + chr(0b11 + 0o60) + '\063', 0b1000), nzTpIcepk0o8(chr(1387 - 1339) + '\157' + '\x31' + '\066' + chr(0b1010 + 0o55), ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b100100 + 0o113) + '\061' + chr(3001 - 2946) + chr(0b110111), 5134 - 5126), nzTpIcepk0o8(chr(138 - 90) + '\157' + chr(51) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + '\x34' + chr(54), 61862 - 61854), nzTpIcepk0o8(chr(1616 - 1568) + '\157' + chr(49) + '\061' + '\x36', 29944 - 29936), nzTpIcepk0o8(chr(48) + chr(680 - 569) + chr(0b100001 + 0o22) + chr(49) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b10101 + 0o132) + chr(0b110010) + '\x37' + '\x35', 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(588 - 537) + chr(0b110101) + chr(0b100111 + 0o14), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + '\060', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x33' + '\x32' + chr(1722 - 1673), 30474 - 30466), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1101111) + '\062' + '\062' + chr(127 - 74), 24199 - 24191), nzTpIcepk0o8('\060' + chr(7630 - 7519) + chr(0b110011) + '\x36' + '\x33', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11111 + 0o24) + chr(48) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(51) + '\064' + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\061' + '\062' + chr(0b1011 + 0o45), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1253 - 1198) + '\x30', 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b1100111 + 0o10) + '\x31' + '\x34' + chr(0b110011 + 0o3), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b111001 + 0o66) + chr(631 - 581) + chr(0b1011 + 0o51) + chr(51), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + '\x35' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11111 + 0o23) + chr(51) + chr(0b110100), 8), nzTpIcepk0o8(chr(320 - 272) + chr(0b1101111) + '\x33' + '\x37' + chr(1177 - 1124), 39845 - 39837), nzTpIcepk0o8('\x30' + chr(6944 - 6833) + chr(49) + chr(0b1101 + 0o43), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(1519 - 1468) + chr(903 - 855) + chr(1743 - 1688), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(0b110100) + '\067', 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\157' + chr(51) + chr(48), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1 + 0o64) + '\060', 15273 - 15265)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'P'), chr(8663 - 8563) + chr(0b1100101) + chr(4208 - 4109) + chr(0b1100111 + 0o10) + chr(100) + chr(101))(chr(0b101010 + 0o113) + '\x74' + '\x66' + chr(45) + chr(3058 - 3002)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZU7ztqFb0YxO(hXMPsSrOQzbh):
if not roI3spqORKae(uooDotmTYEgP, roI3spqORKae(ES5oEprVxulp(b'\x0f\xc4C\xb32\xbb\x98\xc1;4X\xee'), chr(0b1100100) + chr(0b1000011 + 0o42) + chr(0b1100011) + chr(7190 - 7079) + '\x64' + '\145')(chr(117) + '\164' + chr(9665 - 9563) + chr(0b0 + 0o55) + chr(56)))(roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'0\xf3/\xfb+\xbb\x9e\xda6=k\x88'), chr(0b1100100) + chr(101) + chr(99) + chr(111) + '\x64' + '\145')(chr(0b1110101) + chr(0b1011010 + 0o32) + chr(0b110100 + 0o62) + chr(0b11 + 0o52) + chr(0b111000)))):
return nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(111) + '\x30', 0b1000)
AQ9ceR9AaoT1 = uooDotmTYEgP.oclC8DLjA_lV(hXMPsSrOQzbh.NoZxuO7wjArS[nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001), 0o10):-nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100011 + 0o16), 8)])
xFDEVQn5qSdh = hXMPsSrOQzbh.NoZxuO7wjArS[nzTpIcepk0o8(chr(48) + '\x6f' + '\x30', 8)] + hXMPsSrOQzbh.NoZxuO7wjArS[-nzTpIcepk0o8('\x30' + chr(111) + '\x31', 8)]
teUmM7cKWZUa = -uooDotmTYEgP.oclC8DLjA_lV(hXMPsSrOQzbh.NoZxuO7wjArS * hXMPsSrOQzbh.LCrwg7lcbmU9[nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + '\061', 8):] * hXMPsSrOQzbh.LCrwg7lcbmU9[:-nzTpIcepk0o8(chr(1646 - 1598) + chr(111) + chr(1362 - 1313), 8)])
hOjrMKpaybfC = xFDEVQn5qSdh ** nzTpIcepk0o8(chr(48) + chr(0b1010011 + 0o34) + chr(2356 - 2306), 15862 - 15854) - nzTpIcepk0o8(chr(1624 - 1576) + '\x6f' + '\x34', 63564 - 63556) * AQ9ceR9AaoT1 * teUmM7cKWZUa
LCrwg7lcbmU9 = 0.5 * (-xFDEVQn5qSdh + uooDotmTYEgP.sqrt(hOjrMKpaybfC)) / AQ9ceR9AaoT1
return LCrwg7lcbmU9 |
oseledets/ttpy | tt/core/vector.py | vector.qtt_fft1 | def qtt_fft1(self,tol,inverse=False, bitReverse=True):
""" Compute 1D (inverse) discrete Fourier Transform in the QTT format.
:param tol: error tolerance.
:type tol: float
:param inverse: whether do an inverse FFT or not.
:type inverse: Boolean
:param bitReverse: whether do the bit reversion or not. If this function is used as a subroutine for multi-dimensional qtt-fft, this option
need to be set False.
:type bitReverse: Boolean.
:returns: QTT-vector of FFT coefficients.
This is a python translation of the Matlab function "qtt_fft1" in Ivan Oseledets' project TT-Toolbox(https://github.com/oseledets/TT-Toolbox)
See S. Dolgov, B. Khoromskij, D. Savostyanov,
Superfast Fourier transform using QTT approximation,
J. Fourier Anal. Appl., 18(5), 2012.
"""
d = self.d
r = self.r.copy()
y = self.to_list(self)
if inverse:
twiddle =-1+1.22e-16j # exp(pi*1j)
else:
twiddle =-1-1.22e-16j # exp(-pi*1j)
for i in range(d-1, 0, -1):
r1= y[i].shape[0] # head r
r2= y[i].shape[2] # tail r
crd2 = _np.zeros((r1, 2, r2), order='F', dtype=complex)
# last block +-
crd2[:,0,:]= (y[i][:,0,:] + y[i][:,1,:])/_np.sqrt(2)
crd2[:,1,:]= (y[i][:,0,:] - y[i][:,1,:])/_np.sqrt(2)
# last block twiddles
y[i]= _np.zeros((r1*2, 2, r2),order='F',dtype=complex)
y[i][0:r1, 0, 0:r2]= crd2[:,0,:]
y[i][r1:r1*2, 1, 0:r2]= crd2[:,1,:]
#1..i-1 block twiddles and qr
rv=1;
for j in range(0, i):
cr=y[j]
r1= cr.shape[0] # head r
r2= cr.shape[2] # tail r
if j==0:
r[j]=r1
r[j+1] = r2*2
y[j] = _np.zeros((r[j], 2, r[j+1]),order='F',dtype=complex)
y[j][0:r1, :, 0:r2] = cr
y[j][0:r1, 0, r2 :r[j+1]] = cr[:,0,:]
y[j][0:r1, 1, r2 :r[j+1]] = twiddle**(1.0/(2**(i-j)))*cr[:,1,:]
else:
r[j]=r1*2
r[j+1] = r2*2
y[j] = _np.zeros((r[j], 2, r[j+1]),order='F',dtype=complex)
y[j][0:r1, :, 0:r2] = cr
y[j][r1:r[j], 0, r2 :r[j+1]] = cr[:,0,:]
y[j][r1:r[j], 1, r2 :r[j+1]] = twiddle**(1.0/(2**(i-j)))*cr[:,1,:]
y[j] = _np.reshape(y[j],( r[j], 2*r[j+1]),order='F')
y[j] = _np.dot(rv,y[j])
r[j] = y[j].shape[0]
y[j] = _np.reshape(y[j],( 2*r[j], r[j+1]),order='F')
y[j], rv = _np.linalg.qr(y[j])
y[j] = _np.reshape(y[j], (r[j], 2, rv.shape[0]),order='F')
y[i] = _np.reshape(y[i], (r[i], 2*r[i+1]),order='F')
y[i] = _np.dot(rv,y[i])
r[i] = rv.shape[0]
# backward svd
for j in range(i, 0,-1):
u,s,v = _np.linalg.svd(y[j], full_matrices=False)
rnew = my_chop2(s, _np.linalg.norm(s)*tol/_np.sqrt(i))
u=_np.dot(u[:, 0:rnew], _np.diag(s[0:rnew]))
v= v[0:rnew, :]
y[j] = _np.reshape(v, (rnew, 2, r[j+1]),order='F' )
y[j-1] = _np.reshape(y[j-1], (r[j-1]*2,r[j] ),order='F' )
y[j-1] = _np.dot(y[j-1], u)
r[j] = rnew
y[j-1] = _np.reshape(y[j-1], (r[j-1],r[j]*2 ),order='F' )
y[0] = _np.reshape(y[0], (r[0],2, r[1]), order='F' )
# FFT on the first block
y[0]=_np.transpose(y[0],(1,0,2))
y[0]=_np.reshape(y[0],(2, r[0]*r[1]),order='F')
y[0]= _np.dot( _np.array([[1,1],[1,-1]]), y[0])/_np.sqrt(2)
y[0]=_np.reshape(y[0],(2, r[0], r[1]),order='F')
y[0]=_np.transpose(y[0],(1,0,2))
if bitReverse:
# Reverse the train
y2=[None]*d
for i in range(d):
y2[d-i-1]= _np.transpose(y[i],(2,1,0))
y=self.from_list(y2)
else: # for multi-dimensional qtt_fft
y=self.from_list(y)
return y | python | def qtt_fft1(self,tol,inverse=False, bitReverse=True):
""" Compute 1D (inverse) discrete Fourier Transform in the QTT format.
:param tol: error tolerance.
:type tol: float
:param inverse: whether do an inverse FFT or not.
:type inverse: Boolean
:param bitReverse: whether do the bit reversion or not. If this function is used as a subroutine for multi-dimensional qtt-fft, this option
need to be set False.
:type bitReverse: Boolean.
:returns: QTT-vector of FFT coefficients.
This is a python translation of the Matlab function "qtt_fft1" in Ivan Oseledets' project TT-Toolbox(https://github.com/oseledets/TT-Toolbox)
See S. Dolgov, B. Khoromskij, D. Savostyanov,
Superfast Fourier transform using QTT approximation,
J. Fourier Anal. Appl., 18(5), 2012.
"""
d = self.d
r = self.r.copy()
y = self.to_list(self)
if inverse:
twiddle =-1+1.22e-16j # exp(pi*1j)
else:
twiddle =-1-1.22e-16j # exp(-pi*1j)
for i in range(d-1, 0, -1):
r1= y[i].shape[0] # head r
r2= y[i].shape[2] # tail r
crd2 = _np.zeros((r1, 2, r2), order='F', dtype=complex)
# last block +-
crd2[:,0,:]= (y[i][:,0,:] + y[i][:,1,:])/_np.sqrt(2)
crd2[:,1,:]= (y[i][:,0,:] - y[i][:,1,:])/_np.sqrt(2)
# last block twiddles
y[i]= _np.zeros((r1*2, 2, r2),order='F',dtype=complex)
y[i][0:r1, 0, 0:r2]= crd2[:,0,:]
y[i][r1:r1*2, 1, 0:r2]= crd2[:,1,:]
#1..i-1 block twiddles and qr
rv=1;
for j in range(0, i):
cr=y[j]
r1= cr.shape[0] # head r
r2= cr.shape[2] # tail r
if j==0:
r[j]=r1
r[j+1] = r2*2
y[j] = _np.zeros((r[j], 2, r[j+1]),order='F',dtype=complex)
y[j][0:r1, :, 0:r2] = cr
y[j][0:r1, 0, r2 :r[j+1]] = cr[:,0,:]
y[j][0:r1, 1, r2 :r[j+1]] = twiddle**(1.0/(2**(i-j)))*cr[:,1,:]
else:
r[j]=r1*2
r[j+1] = r2*2
y[j] = _np.zeros((r[j], 2, r[j+1]),order='F',dtype=complex)
y[j][0:r1, :, 0:r2] = cr
y[j][r1:r[j], 0, r2 :r[j+1]] = cr[:,0,:]
y[j][r1:r[j], 1, r2 :r[j+1]] = twiddle**(1.0/(2**(i-j)))*cr[:,1,:]
y[j] = _np.reshape(y[j],( r[j], 2*r[j+1]),order='F')
y[j] = _np.dot(rv,y[j])
r[j] = y[j].shape[0]
y[j] = _np.reshape(y[j],( 2*r[j], r[j+1]),order='F')
y[j], rv = _np.linalg.qr(y[j])
y[j] = _np.reshape(y[j], (r[j], 2, rv.shape[0]),order='F')
y[i] = _np.reshape(y[i], (r[i], 2*r[i+1]),order='F')
y[i] = _np.dot(rv,y[i])
r[i] = rv.shape[0]
# backward svd
for j in range(i, 0,-1):
u,s,v = _np.linalg.svd(y[j], full_matrices=False)
rnew = my_chop2(s, _np.linalg.norm(s)*tol/_np.sqrt(i))
u=_np.dot(u[:, 0:rnew], _np.diag(s[0:rnew]))
v= v[0:rnew, :]
y[j] = _np.reshape(v, (rnew, 2, r[j+1]),order='F' )
y[j-1] = _np.reshape(y[j-1], (r[j-1]*2,r[j] ),order='F' )
y[j-1] = _np.dot(y[j-1], u)
r[j] = rnew
y[j-1] = _np.reshape(y[j-1], (r[j-1],r[j]*2 ),order='F' )
y[0] = _np.reshape(y[0], (r[0],2, r[1]), order='F' )
# FFT on the first block
y[0]=_np.transpose(y[0],(1,0,2))
y[0]=_np.reshape(y[0],(2, r[0]*r[1]),order='F')
y[0]= _np.dot( _np.array([[1,1],[1,-1]]), y[0])/_np.sqrt(2)
y[0]=_np.reshape(y[0],(2, r[0], r[1]),order='F')
y[0]=_np.transpose(y[0],(1,0,2))
if bitReverse:
# Reverse the train
y2=[None]*d
for i in range(d):
y2[d-i-1]= _np.transpose(y[i],(2,1,0))
y=self.from_list(y2)
else: # for multi-dimensional qtt_fft
y=self.from_list(y)
return y | [
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... | Compute 1D (inverse) discrete Fourier Transform in the QTT format.
:param tol: error tolerance.
:type tol: float
:param inverse: whether do an inverse FFT or not.
:type inverse: Boolean
:param bitReverse: whether do the bit reversion or not. If this function is used as a subroutine for multi-dimensional qtt-fft, this option
need to be set False.
:type bitReverse: Boolean.
:returns: QTT-vector of FFT coefficients.
This is a python translation of the Matlab function "qtt_fft1" in Ivan Oseledets' project TT-Toolbox(https://github.com/oseledets/TT-Toolbox)
See S. Dolgov, B. Khoromskij, D. Savostyanov,
Superfast Fourier transform using QTT approximation,
J. Fourier Anal. Appl., 18(5), 2012. | [
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"in... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/core/vector.py#L580-L687 | train | Compute 1D discrete Fourier transform in the QTT format. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(0b110010) + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1110 + 0o44) + chr(461 - 409) + '\x34', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(1944 - 1896) + chr(0b110011), 20179 - 20171), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + chr(52) + chr(0b110100), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + '\064' + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010110 + 0o31) + '\x34' + chr(52), 6510 - 6502), nzTpIcepk0o8('\x30' + '\157' + chr(304 - 255) + '\x30' + chr(0b110010), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x32' + chr(255 - 205) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110101) + chr(0b11101 + 0o32), 15976 - 15968), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110110) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1000101 + 0o52) + '\063' + '\060' + chr(48), 0b1000), nzTpIcepk0o8(chr(1311 - 1263) + '\157' + chr(50) + chr(48) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1011100 + 0o23) + chr(0b110010) + chr(0b10000 + 0o46) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110110) + chr(0b10101 + 0o36), 7282 - 7274), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(3545 - 3434) + '\x34' + chr(0b11101 + 0o30), 24673 - 24665), nzTpIcepk0o8(chr(378 - 330) + chr(111) + chr(0b100000 + 0o23) + chr(0b11111 + 0o21) + chr(408 - 355), 0o10), nzTpIcepk0o8('\060' + chr(242 - 131) + chr(50) + '\065' + '\063', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\067' + chr(0b10100 + 0o34), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + chr(0b11101 + 0o25), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(696 - 646) + chr(626 - 574), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(0b11011 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + chr(0b1001 + 0o51) + '\064' + chr(48), 62983 - 62975), nzTpIcepk0o8('\060' + '\x6f' + chr(2186 - 2136) + '\063' + chr(335 - 286), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + '\061' + '\x36', 35711 - 35703), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + chr(1735 - 1684) + chr(0b110010), 60774 - 60766), nzTpIcepk0o8(chr(2167 - 2119) + chr(0b1101111) + '\063' + chr(49) + chr(53), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1290 - 1239) + chr(0b110111) + chr(0b1000 + 0o51), 60991 - 60983), nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + chr(49) + '\x33' + chr(0b11001 + 0o30), 0b1000), nzTpIcepk0o8(chr(1520 - 1472) + '\x6f' + chr(0b110010) + chr(0b11011 + 0o31) + '\x33', 0o10), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b101101 + 0o102) + chr(0b110 + 0o54) + '\062' + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(0b110100) + '\x34', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b10100 + 0o41) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b1111 + 0o42) + '\x32' + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + chr(1064 - 1009) + chr(0b110111), 21427 - 21419), nzTpIcepk0o8(chr(2275 - 2227) + chr(0b1101111) + '\066' + chr(0b1001 + 0o47), 0b1000), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\157' + chr(0b0 + 0o62) + chr(55) + '\064', 1914 - 1906), nzTpIcepk0o8('\060' + '\157' + chr(50) + chr(1018 - 965) + '\065', 0b1000), nzTpIcepk0o8(chr(1794 - 1746) + '\157' + '\x32' + chr(2507 - 2453) + '\x31', 7617 - 7609), nzTpIcepk0o8('\060' + chr(11769 - 11658) + chr(56 - 6) + chr(0b110011), 36282 - 36274), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(0b101 + 0o60) + chr(2598 - 2543), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\x6f' + chr(1671 - 1618) + chr(0b110000), 34586 - 34578)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xfe'), chr(6765 - 6665) + '\x65' + chr(99) + chr(3924 - 3813) + chr(0b1100100) + chr(0b1100101))(chr(7049 - 6932) + chr(0b1110100) + chr(0b1100 + 0o132) + '\x2d' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def kmxzOafn2fc3(hXMPsSrOQzbh, SbzLZQEjyfWL, aRbkKUJxR5be=nzTpIcepk0o8('\060' + chr(0b1101111) + '\x30', 8), NltxxsC2j3WX=nzTpIcepk0o8(chr(1103 - 1055) + '\157' + chr(0b1010 + 0o47), 0b1000)):
vPPlOXQgR3SM = hXMPsSrOQzbh.vPPlOXQgR3SM
LCrwg7lcbmU9 = hXMPsSrOQzbh.r.copy()
Fi3yzxctM1zW = hXMPsSrOQzbh.to_list(hXMPsSrOQzbh)
if aRbkKUJxR5be:
vJ4lhEqFRl35 = -nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101100 + 0o5), 8) + 1.22e-16j
else:
vJ4lhEqFRl35 = -nzTpIcepk0o8('\x30' + chr(6658 - 6547) + chr(1255 - 1206), 8) - 1.22e-16j
for ZlbFMSG8gCoF in bbT2xIe5pzk7(vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + '\061', 8), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + '\x30', 8), -nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(7124 - 7013) + chr(49), 8)):
ci4QsYUbQCyU = Fi3yzxctM1zW[ZlbFMSG8gCoF].lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + chr(0b1011111 + 0o20) + chr(0b110000), 8)]
x6O2NVJZX7i_ = Fi3yzxctM1zW[ZlbFMSG8gCoF].lhbM092AFW8f[nzTpIcepk0o8('\x30' + '\157' + chr(0b110010), 16612 - 16604)]
M6JAxo9tZEZf = uooDotmTYEgP.UmwwEp7MzR6q((ci4QsYUbQCyU, nzTpIcepk0o8(chr(48) + '\x6f' + '\x32', 8), x6O2NVJZX7i_), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(0b1001111 + 0o25) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b110011 + 0o61) + chr(6668 - 6567))(chr(13611 - 13494) + chr(0b10101 + 0o137) + chr(0b1011010 + 0o14) + chr(209 - 164) + '\x38'), dtype=AtYHTsImz86v)
M6JAxo9tZEZf[:, nzTpIcepk0o8(chr(0b111 + 0o51) + chr(10925 - 10814) + '\x30', 8), :] = (Fi3yzxctM1zW[ZlbFMSG8gCoF][:, nzTpIcepk0o8('\060' + '\157' + '\060', 8), :] + Fi3yzxctM1zW[ZlbFMSG8gCoF][:, nzTpIcepk0o8(chr(48) + chr(0b1011011 + 0o24) + chr(397 - 348), 8), :]) / uooDotmTYEgP.sqrt(nzTpIcepk0o8('\x30' + chr(0b100111 + 0o110) + chr(0b11010 + 0o30), 8))
M6JAxo9tZEZf[:, nzTpIcepk0o8(chr(0b110 + 0o52) + chr(0b1101000 + 0o7) + '\x31', 8), :] = (Fi3yzxctM1zW[ZlbFMSG8gCoF][:, nzTpIcepk0o8(chr(48) + chr(0b1001010 + 0o45) + chr(48), 8), :] - Fi3yzxctM1zW[ZlbFMSG8gCoF][:, nzTpIcepk0o8(chr(1064 - 1016) + chr(249 - 138) + chr(0b101011 + 0o6), 8), :]) / uooDotmTYEgP.sqrt(nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(711 - 661), 8))
Fi3yzxctM1zW[ZlbFMSG8gCoF] = uooDotmTYEgP.UmwwEp7MzR6q((ci4QsYUbQCyU * nzTpIcepk0o8(chr(1941 - 1893) + chr(0b100100 + 0o113) + chr(0b1000 + 0o52), 8), nzTpIcepk0o8('\060' + chr(0b1101001 + 0o6) + chr(1546 - 1496), 8), x6O2NVJZX7i_), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(0b1100100) + '\145' + '\143' + chr(0b110111 + 0o70) + chr(100) + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(666 - 621) + chr(56)), dtype=AtYHTsImz86v)
Fi3yzxctM1zW[ZlbFMSG8gCoF][nzTpIcepk0o8('\x30' + chr(111) + '\060', 8):ci4QsYUbQCyU, nzTpIcepk0o8(chr(0b100 + 0o54) + chr(4809 - 4698) + '\060', 8), nzTpIcepk0o8(chr(1497 - 1449) + '\157' + '\060', 8):x6O2NVJZX7i_] = M6JAxo9tZEZf[:, nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', 8), :]
Fi3yzxctM1zW[ZlbFMSG8gCoF][ci4QsYUbQCyU:ci4QsYUbQCyU * nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(5586 - 5475) + '\x32', 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11010 + 0o27), 8), nzTpIcepk0o8(chr(48) + '\157' + '\060', 8):x6O2NVJZX7i_] = M6JAxo9tZEZf[:, nzTpIcepk0o8(chr(1051 - 1003) + chr(7731 - 7620) + '\061', 8), :]
EevyxCVqyJhw = nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061', 8)
for sChW4gUsXrIC in bbT2xIe5pzk7(nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b10000 + 0o40), 8), ZlbFMSG8gCoF):
NYr8NJTXQItJ = Fi3yzxctM1zW[sChW4gUsXrIC]
ci4QsYUbQCyU = NYr8NJTXQItJ.lhbM092AFW8f[nzTpIcepk0o8(chr(131 - 83) + chr(0b1101111) + chr(0b110000), 8)]
x6O2NVJZX7i_ = NYr8NJTXQItJ.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32', 8)]
if sChW4gUsXrIC == nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b110000), 8):
LCrwg7lcbmU9[sChW4gUsXrIC] = ci4QsYUbQCyU
LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(111) + chr(0b101100 + 0o5), 8)] = x6O2NVJZX7i_ * nzTpIcepk0o8('\060' + '\157' + chr(50), 8)
Fi3yzxctM1zW[sChW4gUsXrIC] = uooDotmTYEgP.UmwwEp7MzR6q((LCrwg7lcbmU9[sChW4gUsXrIC], nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32', 8), LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(1870 - 1822) + chr(0b1101111) + chr(0b110001), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), '\x64' + chr(0b1010010 + 0o23) + '\143' + chr(0b111001 + 0o66) + chr(0b1100100) + chr(101))('\x75' + chr(0b1110100) + '\146' + chr(45) + '\x38'), dtype=AtYHTsImz86v)
Fi3yzxctM1zW[sChW4gUsXrIC][nzTpIcepk0o8('\x30' + chr(0b1101111) + '\060', 8):ci4QsYUbQCyU, :, nzTpIcepk0o8(chr(48) + '\x6f' + chr(48), 8):x6O2NVJZX7i_] = NYr8NJTXQItJ
Fi3yzxctM1zW[sChW4gUsXrIC][nzTpIcepk0o8('\060' + '\157' + chr(0b100110 + 0o12), 8):ci4QsYUbQCyU, nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + '\x30', 8), x6O2NVJZX7i_:LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100 + 0o55), 8)]] = NYr8NJTXQItJ[:, nzTpIcepk0o8('\060' + chr(0b1101111) + '\x30', 8), :]
Fi3yzxctM1zW[sChW4gUsXrIC][nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1010101 + 0o32) + '\x30', 8):ci4QsYUbQCyU, nzTpIcepk0o8('\060' + chr(618 - 507) + chr(49), 8), x6O2NVJZX7i_:LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b110000) + chr(0b1100010 + 0o15) + chr(1202 - 1153), 8)]] = vJ4lhEqFRl35 ** (1.0 / nzTpIcepk0o8(chr(2281 - 2233) + '\x6f' + chr(274 - 224), 8) ** (ZlbFMSG8gCoF - sChW4gUsXrIC)) * NYr8NJTXQItJ[:, nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + '\x31', 8), :]
else:
LCrwg7lcbmU9[sChW4gUsXrIC] = ci4QsYUbQCyU * nzTpIcepk0o8(chr(48) + chr(2827 - 2716) + '\x32', 8)
LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8('\060' + '\157' + chr(2193 - 2144), 8)] = x6O2NVJZX7i_ * nzTpIcepk0o8('\060' + chr(111) + chr(0b110010), 8)
Fi3yzxctM1zW[sChW4gUsXrIC] = uooDotmTYEgP.UmwwEp7MzR6q((LCrwg7lcbmU9[sChW4gUsXrIC], nzTpIcepk0o8('\060' + chr(6782 - 6671) + chr(0b100 + 0o56), 8), LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + chr(0b1011 + 0o46), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), '\144' + chr(0b1 + 0o144) + '\143' + chr(1958 - 1847) + chr(100) + chr(0b1100101))(chr(0b110 + 0o157) + chr(6818 - 6702) + '\146' + '\x2d' + chr(56)), dtype=AtYHTsImz86v)
Fi3yzxctM1zW[sChW4gUsXrIC][nzTpIcepk0o8(chr(245 - 197) + chr(111) + chr(48), 8):ci4QsYUbQCyU, :, nzTpIcepk0o8(chr(48) + '\157' + '\x30', 8):x6O2NVJZX7i_] = NYr8NJTXQItJ
Fi3yzxctM1zW[sChW4gUsXrIC][ci4QsYUbQCyU:LCrwg7lcbmU9[sChW4gUsXrIC], nzTpIcepk0o8(chr(0b11 + 0o55) + chr(9244 - 9133) + chr(2093 - 2045), 8), x6O2NVJZX7i_:LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(48) + chr(111) + chr(407 - 358), 8)]] = NYr8NJTXQItJ[:, nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(280 - 232), 8), :]
Fi3yzxctM1zW[sChW4gUsXrIC][ci4QsYUbQCyU:LCrwg7lcbmU9[sChW4gUsXrIC], nzTpIcepk0o8(chr(356 - 308) + chr(0b1101111) + '\x31', 8), x6O2NVJZX7i_:LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(1467 - 1419) + chr(10630 - 10519) + '\x31', 8)]] = vJ4lhEqFRl35 ** (1.0 / nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1323 - 1273), 8) ** (ZlbFMSG8gCoF - sChW4gUsXrIC)) * NYr8NJTXQItJ[:, nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1101111) + chr(0b100100 + 0o15), 8), :]
Fi3yzxctM1zW[sChW4gUsXrIC] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[sChW4gUsXrIC], (LCrwg7lcbmU9[sChW4gUsXrIC], nzTpIcepk0o8(chr(2255 - 2207) + chr(0b1101111) + '\x32', 8) * LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(1524 - 1476) + chr(8130 - 8019) + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(3510 - 3410) + chr(0b10100 + 0o121) + '\143' + chr(0b1101111) + chr(2997 - 2897) + '\145')(chr(0b10110 + 0o137) + '\164' + '\x66' + '\055' + chr(56)))
Fi3yzxctM1zW[sChW4gUsXrIC] = uooDotmTYEgP.dot(EevyxCVqyJhw, Fi3yzxctM1zW[sChW4gUsXrIC])
LCrwg7lcbmU9[sChW4gUsXrIC] = Fi3yzxctM1zW[sChW4gUsXrIC].lhbM092AFW8f[nzTpIcepk0o8(chr(359 - 311) + '\x6f' + chr(48), 8)]
Fi3yzxctM1zW[sChW4gUsXrIC] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[sChW4gUsXrIC], (nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110 + 0o54), 8) * LCrwg7lcbmU9[sChW4gUsXrIC], LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b110111 + 0o70) + '\061', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(100) + '\145' + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(7717 - 7600) + '\164' + chr(8882 - 8780) + '\055' + chr(0b10100 + 0o44)))
(Fi3yzxctM1zW[sChW4gUsXrIC], EevyxCVqyJhw) = uooDotmTYEgP.linalg.qr(Fi3yzxctM1zW[sChW4gUsXrIC])
Fi3yzxctM1zW[sChW4gUsXrIC] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[sChW4gUsXrIC], (LCrwg7lcbmU9[sChW4gUsXrIC], nzTpIcepk0o8('\x30' + chr(0b1000 + 0o147) + chr(50), 8), EevyxCVqyJhw.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x30', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), '\144' + '\145' + chr(2259 - 2160) + chr(0b1101111) + chr(0b1100001 + 0o3) + chr(0b101 + 0o140))('\x75' + chr(116) + chr(2559 - 2457) + chr(0b1 + 0o54) + '\x38'))
Fi3yzxctM1zW[ZlbFMSG8gCoF] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[ZlbFMSG8gCoF], (LCrwg7lcbmU9[ZlbFMSG8gCoF], nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100010 + 0o20), 8) * LCrwg7lcbmU9[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + '\061', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), '\x64' + chr(0b1100101) + chr(0b111011 + 0o50) + '\157' + chr(0b1100100) + '\x65')(chr(12212 - 12095) + '\164' + chr(0b1000001 + 0o45) + '\055' + chr(56)))
Fi3yzxctM1zW[ZlbFMSG8gCoF] = uooDotmTYEgP.dot(EevyxCVqyJhw, Fi3yzxctM1zW[ZlbFMSG8gCoF])
LCrwg7lcbmU9[ZlbFMSG8gCoF] = EevyxCVqyJhw.lhbM092AFW8f[nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1101 + 0o43), 8)]
for sChW4gUsXrIC in bbT2xIe5pzk7(ZlbFMSG8gCoF, nzTpIcepk0o8(chr(48) + chr(111) + chr(0b10101 + 0o33), 8), -nzTpIcepk0o8('\x30' + chr(0b11010 + 0o125) + chr(0b101110 + 0o3), 8)):
(GRbsaHW8BT5I, PmE5_h409JAA, r7AA1pbLjb44) = uooDotmTYEgP.linalg.svd(Fi3yzxctM1zW[sChW4gUsXrIC], full_matrices=nzTpIcepk0o8(chr(48) + chr(6403 - 6292) + '\060', 8))
mPm5tULU64A_ = eahGR_wclhn0(PmE5_h409JAA, uooDotmTYEgP.linalg.xBFFJFaziFDU(PmE5_h409JAA) * SbzLZQEjyfWL / uooDotmTYEgP.sqrt(ZlbFMSG8gCoF))
GRbsaHW8BT5I = uooDotmTYEgP.dot(GRbsaHW8BT5I[:, nzTpIcepk0o8('\x30' + chr(0b1101111) + '\060', 8):mPm5tULU64A_], uooDotmTYEgP.diag(PmE5_h409JAA[nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110000), 8):mPm5tULU64A_]))
r7AA1pbLjb44 = r7AA1pbLjb44[nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\060', 8):mPm5tULU64A_, :]
Fi3yzxctM1zW[sChW4gUsXrIC] = uooDotmTYEgP.reshape(r7AA1pbLjb44, (mPm5tULU64A_, nzTpIcepk0o8('\060' + chr(111) + '\062', 8), LCrwg7lcbmU9[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(111) + chr(981 - 932), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(100) + chr(2189 - 2088) + chr(99) + chr(0b10101 + 0o132) + chr(100) + chr(101))(chr(0b101110 + 0o107) + '\164' + chr(0b1100110) + chr(45) + '\070'))
Fi3yzxctM1zW[sChW4gUsXrIC - nzTpIcepk0o8('\060' + chr(111) + '\061', 8)] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[sChW4gUsXrIC - nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(8762 - 8651) + chr(49), 8)], (LCrwg7lcbmU9[sChW4gUsXrIC - nzTpIcepk0o8('\060' + chr(0b1100101 + 0o12) + chr(0b110001), 8)] * nzTpIcepk0o8('\060' + chr(111) + chr(0b111 + 0o53), 8), LCrwg7lcbmU9[sChW4gUsXrIC]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(100) + chr(101) + '\x63' + chr(111) + '\144' + '\x65')(chr(0b1101010 + 0o13) + chr(0b1110100) + '\146' + chr(874 - 829) + chr(2036 - 1980)))
Fi3yzxctM1zW[sChW4gUsXrIC - nzTpIcepk0o8('\x30' + chr(111) + chr(575 - 526), 8)] = uooDotmTYEgP.dot(Fi3yzxctM1zW[sChW4gUsXrIC - nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8)], GRbsaHW8BT5I)
LCrwg7lcbmU9[sChW4gUsXrIC] = mPm5tULU64A_
Fi3yzxctM1zW[sChW4gUsXrIC - nzTpIcepk0o8(chr(0b110000) + chr(0b10 + 0o155) + '\061', 8)] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[sChW4gUsXrIC - nzTpIcepk0o8(chr(669 - 621) + '\157' + '\x31', 8)], (LCrwg7lcbmU9[sChW4gUsXrIC - nzTpIcepk0o8(chr(0b110000) + chr(0b1011001 + 0o26) + chr(49), 8)], LCrwg7lcbmU9[sChW4gUsXrIC] * nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010), 8)), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(0b111000 + 0o54) + chr(101) + chr(99) + chr(0b1101111) + chr(6468 - 6368) + chr(4896 - 4795))('\165' + '\164' + '\146' + chr(0b11010 + 0o23) + '\x38'))
Fi3yzxctM1zW[nzTpIcepk0o8('\x30' + '\x6f' + '\x30', 8)] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[nzTpIcepk0o8('\x30' + chr(111) + chr(0b11111 + 0o21), 8)], (LCrwg7lcbmU9[nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + chr(798 - 750), 8)], nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(2209 - 2098) + '\x32', 8), LCrwg7lcbmU9[nzTpIcepk0o8(chr(48) + '\157' + '\x31', 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(0b1100100 + 0o0) + chr(0b1100101) + chr(1382 - 1283) + chr(111) + '\144' + chr(0b111100 + 0o51))(chr(117) + '\164' + chr(6139 - 6037) + chr(1495 - 1450) + chr(0b111000)))
Fi3yzxctM1zW[nzTpIcepk0o8('\x30' + '\157' + chr(0b101101 + 0o3), 8)] = uooDotmTYEgP.transpose(Fi3yzxctM1zW[nzTpIcepk0o8('\060' + chr(10086 - 9975) + '\x30', 8)], (nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31', 8), nzTpIcepk0o8(chr(48) + chr(0b1010000 + 0o37) + '\060', 8), nzTpIcepk0o8('\x30' + chr(4868 - 4757) + '\x32', 8)))
Fi3yzxctM1zW[nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b110000), 8)] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[nzTpIcepk0o8('\x30' + chr(1776 - 1665) + '\060', 8)], (nzTpIcepk0o8(chr(1712 - 1664) + chr(0b0 + 0o157) + chr(0b110010), 8), LCrwg7lcbmU9[nzTpIcepk0o8(chr(0b110000) + chr(1732 - 1621) + chr(0b110000), 8)] * LCrwg7lcbmU9[nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(8788 - 8688) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1100100) + '\145')(chr(0b1101010 + 0o13) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)))
Fi3yzxctM1zW[nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(111) + chr(0b110000), 8)] = uooDotmTYEgP.dot(uooDotmTYEgP.Tn6rGr7XTM7t([[nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100011 + 0o16), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31', 8)], [nzTpIcepk0o8('\x30' + '\157' + chr(486 - 437), 8), -nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061', 8)]]), Fi3yzxctM1zW[nzTpIcepk0o8('\x30' + chr(0b1101111) + '\060', 8)]) / uooDotmTYEgP.sqrt(nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010), 8))
Fi3yzxctM1zW[nzTpIcepk0o8(chr(0b110000) + chr(0b1100100 + 0o13) + chr(0b1000 + 0o50), 8)] = uooDotmTYEgP.reshape(Fi3yzxctM1zW[nzTpIcepk0o8(chr(1437 - 1389) + chr(111) + '\060', 8)], (nzTpIcepk0o8('\x30' + '\157' + '\062', 8), LCrwg7lcbmU9[nzTpIcepk0o8(chr(1797 - 1749) + '\157' + chr(0b110000 + 0o0), 8)], LCrwg7lcbmU9[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11011 + 0o26), 8)]), order=roI3spqORKae(ES5oEprVxulp(b'\x96'), chr(0b111010 + 0o52) + chr(0b1111 + 0o126) + chr(0b1100011) + '\x6f' + chr(0b111011 + 0o51) + chr(101))(chr(9556 - 9439) + chr(10066 - 9950) + '\x66' + chr(0b1001 + 0o44) + chr(0b111000)))
Fi3yzxctM1zW[nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1101111) + chr(1462 - 1414), 8)] = uooDotmTYEgP.transpose(Fi3yzxctM1zW[nzTpIcepk0o8(chr(543 - 495) + chr(3486 - 3375) + '\x30', 8)], (nzTpIcepk0o8('\060' + chr(6154 - 6043) + '\061', 8), nzTpIcepk0o8('\060' + '\x6f' + '\x30', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010), 8)))
if NltxxsC2j3WX:
IEn9C8QzrD_O = [None] * vPPlOXQgR3SM
for ZlbFMSG8gCoF in bbT2xIe5pzk7(vPPlOXQgR3SM):
IEn9C8QzrD_O[vPPlOXQgR3SM - ZlbFMSG8gCoF - nzTpIcepk0o8(chr(126 - 78) + chr(0b1101111) + '\x31', 8)] = uooDotmTYEgP.transpose(Fi3yzxctM1zW[ZlbFMSG8gCoF], (nzTpIcepk0o8('\060' + chr(111) + chr(237 - 187), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1696 - 1648), 8)))
Fi3yzxctM1zW = hXMPsSrOQzbh.from_list(IEn9C8QzrD_O)
else:
Fi3yzxctM1zW = hXMPsSrOQzbh.from_list(Fi3yzxctM1zW)
return Fi3yzxctM1zW |
oseledets/ttpy | tt/eigb/eigb.py | eigb | def eigb(A, y0, eps, rmax=150, nswp=20, max_full_size=1000, verb=1):
""" Approximate computation of minimal eigenvalues in tensor train format
This function uses alternating least-squares algorithm for the computation of several
minimal eigenvalues. If you want maximal eigenvalues, just send -A to the function.
:Reference:
S. V. Dolgov, B. N. Khoromskij, I. V. Oseledets, and D. V. Savostyanov.
Computation of extreme eigenvalues in higher dimensions using block tensor train format. Computer Phys. Comm.,
185(4):1207-1216, 2014. http://dx.doi.org/10.1016/j.cpc.2013.12.017
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial guess in the block TT-format, r(d+1) is the number of eigenvalues sought
:type y0: tensor
:param eps: Accuracy required
:type eps: float
:param rmax: Maximal rank
:type rmax: int
:param kickrank: Addition rank, the larger the more robus the method,
:type kickrank: int
:rtype: A tuple (ev, tensor), where ev is a list of eigenvalues, tensor is an approximation to eigenvectors.
:Example:
>>> import tt
>>> import tt.eigb
>>> d = 8; f = 3
>>> r = [8] * (d * f + 1); r[d * f] = 8; r[0] = 1
>>> x = tt.rand(n, d * f, r)
>>> a = tt.qlaplace_dd([8, 8, 8])
>>> sol, ev = tt.eigb.eigb(a, x, 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 8 eigenvalues with accuracy 1E-06
swp: 1 er = 35.93 rmax:19
swp: 2 er = 4.51015E-04 rmax:18
swp: 3 er = 1.87584E-12 rmax:17
Total number of matvecs: 0
>>> print ev
[ 0.00044828 0.00089654 0.00089654 0.00089654 0.0013448 0.0013448
0.0013448 0.00164356]
"""
ry = y0.r.copy()
lam = tt_eigb.tt_block_eig.tt_eigb(y0.d, A.n, A.m, A.tt.r, A.tt.core, y0.core, ry, eps,
rmax, ry[y0.d], 0, nswp, max_full_size, verb)
y = tensor()
y.d = y0.d
y.n = A.n.copy()
y.r = ry
y.core = tt_eigb.tt_block_eig.result_core.copy()
tt_eigb.tt_block_eig.deallocate_result()
y.get_ps()
return y, lam | python | def eigb(A, y0, eps, rmax=150, nswp=20, max_full_size=1000, verb=1):
""" Approximate computation of minimal eigenvalues in tensor train format
This function uses alternating least-squares algorithm for the computation of several
minimal eigenvalues. If you want maximal eigenvalues, just send -A to the function.
:Reference:
S. V. Dolgov, B. N. Khoromskij, I. V. Oseledets, and D. V. Savostyanov.
Computation of extreme eigenvalues in higher dimensions using block tensor train format. Computer Phys. Comm.,
185(4):1207-1216, 2014. http://dx.doi.org/10.1016/j.cpc.2013.12.017
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial guess in the block TT-format, r(d+1) is the number of eigenvalues sought
:type y0: tensor
:param eps: Accuracy required
:type eps: float
:param rmax: Maximal rank
:type rmax: int
:param kickrank: Addition rank, the larger the more robus the method,
:type kickrank: int
:rtype: A tuple (ev, tensor), where ev is a list of eigenvalues, tensor is an approximation to eigenvectors.
:Example:
>>> import tt
>>> import tt.eigb
>>> d = 8; f = 3
>>> r = [8] * (d * f + 1); r[d * f] = 8; r[0] = 1
>>> x = tt.rand(n, d * f, r)
>>> a = tt.qlaplace_dd([8, 8, 8])
>>> sol, ev = tt.eigb.eigb(a, x, 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 8 eigenvalues with accuracy 1E-06
swp: 1 er = 35.93 rmax:19
swp: 2 er = 4.51015E-04 rmax:18
swp: 3 er = 1.87584E-12 rmax:17
Total number of matvecs: 0
>>> print ev
[ 0.00044828 0.00089654 0.00089654 0.00089654 0.0013448 0.0013448
0.0013448 0.00164356]
"""
ry = y0.r.copy()
lam = tt_eigb.tt_block_eig.tt_eigb(y0.d, A.n, A.m, A.tt.r, A.tt.core, y0.core, ry, eps,
rmax, ry[y0.d], 0, nswp, max_full_size, verb)
y = tensor()
y.d = y0.d
y.n = A.n.copy()
y.r = ry
y.core = tt_eigb.tt_block_eig.result_core.copy()
tt_eigb.tt_block_eig.deallocate_result()
y.get_ps()
return y, lam | [
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".... | Approximate computation of minimal eigenvalues in tensor train format
This function uses alternating least-squares algorithm for the computation of several
minimal eigenvalues. If you want maximal eigenvalues, just send -A to the function.
:Reference:
S. V. Dolgov, B. N. Khoromskij, I. V. Oseledets, and D. V. Savostyanov.
Computation of extreme eigenvalues in higher dimensions using block tensor train format. Computer Phys. Comm.,
185(4):1207-1216, 2014. http://dx.doi.org/10.1016/j.cpc.2013.12.017
:param A: Matrix in the TT-format
:type A: matrix
:param y0: Initial guess in the block TT-format, r(d+1) is the number of eigenvalues sought
:type y0: tensor
:param eps: Accuracy required
:type eps: float
:param rmax: Maximal rank
:type rmax: int
:param kickrank: Addition rank, the larger the more robus the method,
:type kickrank: int
:rtype: A tuple (ev, tensor), where ev is a list of eigenvalues, tensor is an approximation to eigenvectors.
:Example:
>>> import tt
>>> import tt.eigb
>>> d = 8; f = 3
>>> r = [8] * (d * f + 1); r[d * f] = 8; r[0] = 1
>>> x = tt.rand(n, d * f, r)
>>> a = tt.qlaplace_dd([8, 8, 8])
>>> sol, ev = tt.eigb.eigb(a, x, 1e-6, verb=0)
Solving a block eigenvalue problem
Looking for 8 eigenvalues with accuracy 1E-06
swp: 1 er = 35.93 rmax:19
swp: 2 er = 4.51015E-04 rmax:18
swp: 3 er = 1.87584E-12 rmax:17
Total number of matvecs: 0
>>> print ev
[ 0.00044828 0.00089654 0.00089654 0.00089654 0.0013448 0.0013448
0.0013448 0.00164356] | [
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"yo... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/eigb/eigb.py#L7-L65 | train | Approximate computation of minimal eigenvalues in tensor train format | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(2212 - 2164) + '\157' + chr(0b11011 + 0o27) + chr(55) + chr(304 - 251), 57509 - 57501), nzTpIcepk0o8(chr(48) + chr(4751 - 4640) + chr(53), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b111 + 0o150) + '\x31' + chr(52) + chr(0b101111 + 0o3), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2303 - 2252) + chr(48) + chr(725 - 671), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(52) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(1768 - 1719) + chr(0b101011 + 0o6), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(0b110010) + chr(53), 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b101111 + 0o100) + '\x31' + chr(52) + chr(0b110111), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\061' + '\x33' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(111) + chr(0b10101 + 0o35) + '\x30' + chr(51), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(1740 - 1690) + '\066' + chr(1063 - 1015), 58586 - 58578), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + chr(2240 - 2192) + chr(53), 62559 - 62551), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110111) + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1333 - 1282) + '\x37' + '\x35', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(0b101001 + 0o12) + '\063', 60940 - 60932), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b10100 + 0o35) + '\060' + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101000 + 0o7) + chr(0b100 + 0o57) + chr(0b110100 + 0o3) + '\061', ord("\x08")), nzTpIcepk0o8(chr(1549 - 1501) + '\157' + chr(2556 - 2505) + '\x31' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\x37' + chr(1961 - 1911), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110110) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(453 - 402) + chr(886 - 837), ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\x6f' + chr(1486 - 1435) + chr(0b101 + 0o55) + chr(0b1110 + 0o42), ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b10100 + 0o133) + chr(0b110100) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(10911 - 10800) + chr(0b110010) + chr(0b11010 + 0o34) + chr(0b110010 + 0o1), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1005 - 955) + chr(2186 - 2138) + '\x37', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1000110 + 0o51) + '\066', 46883 - 46875), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b100 + 0o55) + '\063' + chr(51), 38383 - 38375), nzTpIcepk0o8('\x30' + '\x6f' + chr(669 - 620) + '\065' + chr(0b110000), 8759 - 8751), nzTpIcepk0o8(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b11000 + 0o32) + chr(48) + chr(1813 - 1763), 12568 - 12560), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + chr(0b101011 + 0o13) + chr(1640 - 1589), 8), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\x6f' + '\x32' + chr(0b11001 + 0o35) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(262 - 214) + chr(8513 - 8402) + chr(0b101011 + 0o7) + chr(55) + '\065', 8), nzTpIcepk0o8(chr(881 - 833) + '\157' + '\x32' + '\x36' + chr(1662 - 1613), 57612 - 57604), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\x34' + chr(48), 51609 - 51601), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b101 + 0o152) + chr(51) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + chr(0b110110) + '\x32', 2354 - 2346), nzTpIcepk0o8('\060' + chr(0b11 + 0o154) + chr(962 - 913) + chr(184 - 134) + '\061', 0b1000), nzTpIcepk0o8(chr(1831 - 1783) + chr(2760 - 2649) + chr(53) + chr(2247 - 2196), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + '\x30', 0b1000), nzTpIcepk0o8(chr(2122 - 2074) + chr(0b110011 + 0o74) + chr(0b110011) + chr(52) + chr(0b110111), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1286 - 1238) + chr(6495 - 6384) + chr(2201 - 2148) + chr(934 - 886), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x93'), chr(100) + chr(0b1100000 + 0o5) + chr(99) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1101000 + 0o15) + chr(0b1110100) + chr(102) + '\x2d' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def yvOF46IqJaGq(MbjAvyP4Qyak, _TQBZ9osXv1N, IEvDzBqncWsk, EKpVm60OBj4p=nzTpIcepk0o8(chr(0b11111 + 0o21) + '\x6f' + chr(50) + '\x32' + chr(54), 0b1000), bauRuZwnJjVx=nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + chr(0b10010 + 0o40) + '\x34', 0o10), U5ikStf4gPL0=nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10110 + 0o33) + chr(0b10001 + 0o46) + chr(0b110101) + '\x30', 24720 - 24712), zyG6yE_SkDAn=nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(111) + '\061', 53414 - 53406)):
Ai70nitccd_p = _TQBZ9osXv1N.r.copy()
WjT46sN6H5MY = WRItiM4Wu0mi.tt_block_eig.tt_eigb(_TQBZ9osXv1N.vPPlOXQgR3SM, MbjAvyP4Qyak.NoZxuO7wjArS, MbjAvyP4Qyak.tF75nqoNENFL, MbjAvyP4Qyak.tt.LCrwg7lcbmU9, MbjAvyP4Qyak.tt.fJSwBORhebts, _TQBZ9osXv1N.fJSwBORhebts, Ai70nitccd_p, IEvDzBqncWsk, EKpVm60OBj4p, Ai70nitccd_p[_TQBZ9osXv1N.vPPlOXQgR3SM], nzTpIcepk0o8(chr(1065 - 1017) + chr(0b1101111) + chr(0b100101 + 0o13), 30485 - 30477), bauRuZwnJjVx, U5ikStf4gPL0, zyG6yE_SkDAn)
Fi3yzxctM1zW = n9yoX_9kssQQ()
Fi3yzxctM1zW.vPPlOXQgR3SM = _TQBZ9osXv1N.vPPlOXQgR3SM
Fi3yzxctM1zW.NoZxuO7wjArS = MbjAvyP4Qyak.n.copy()
Fi3yzxctM1zW.LCrwg7lcbmU9 = Ai70nitccd_p
Fi3yzxctM1zW.fJSwBORhebts = WRItiM4Wu0mi.tt_block_eig.result_core.copy()
roI3spqORKae(WRItiM4Wu0mi.tt_block_eig, roI3spqORKae(ES5oEprVxulp(b'\xd9`\x03\xaaMf\xb6\x06.\xe6\xef\xb7\x1a\x8e\xae*\x8d'), chr(3510 - 3410) + chr(0b1000 + 0o135) + '\143' + '\157' + '\144' + '\x65')(chr(0b1011011 + 0o32) + chr(12076 - 11960) + chr(6413 - 6311) + chr(0b101 + 0o50) + chr(0b1000 + 0o60)))()
roI3spqORKae(Fi3yzxctM1zW, roI3spqORKae(ES5oEprVxulp(b'\xda`\x16\x99Qz'), chr(0b1100100) + chr(101) + '\x63' + chr(9238 - 9127) + chr(0b1100100) + chr(101))('\165' + chr(116) + chr(6130 - 6028) + '\055' + chr(56)))()
return (Fi3yzxctM1zW, WjT46sN6H5MY) |
oseledets/ttpy | tt/solvers.py | GMRES | def GMRES(A, u_0, b, eps=1e-6, maxit=100, m=20, _iteration=0, callback=None, verbose=0):
"""
Flexible TT GMRES
:param A: matvec(x[, eps])
:param u_0: initial vector
:param b: answer
:param maxit: max number of iterations
:param eps: required accuracy
:param m: number of iteration without restart
:param _iteration: iteration counter
:param callback:
:param verbose: to print debug info or not
:return: answer, residual
>>> from tt import GMRES
>>> def matvec(x, eps):
>>> return tt.matvec(S, x).round(eps)
>>> answer, res = GMRES(matvec, u_0, b, eps=1e-8)
"""
maxitexceeded = False
converged = False
if verbose:
print('GMRES(m=%d, _iteration=%d, maxit=%d)' % (m, _iteration, maxit))
v = np.ones((m + 1), dtype=object) * np.nan
R = np.ones((m, m)) * np.nan
g = np.zeros(m)
s = np.ones(m) * np.nan
c = np.ones(m) * np.nan
v[0] = b - A(u_0, eps=eps)
v[0] = v[0].round(eps)
resnorm = v[0].norm()
curr_beta = resnorm
bnorm = b.norm()
wlen = resnorm
q = m
for j in range(m):
_iteration += 1
delta = eps / (curr_beta / resnorm)
if verbose:
print("it = %d delta = " % _iteration, delta)
v[j] *= 1.0 / wlen
v[j + 1] = A(v[j], eps=delta)
for i in range(j + 1):
R[i, j] = tt.dot(v[j + 1], v[i])
v[j + 1] = v[j + 1] - R[i, j] * v[i]
v[j + 1] = v[j + 1].round(delta)
wlen = v[j + 1].norm()
for i in range(j):
r1 = R[i, j]
r2 = R[i + 1, j]
R[i, j] = c[i] * r1 - s[i] * r2
R[i + 1, j] = c[i] * r2 + s[i] * r1
denom = np.hypot(wlen, R[j, j])
s[j] = wlen / denom
c[j] = -R[j, j] / denom
R[j, j] = -denom
g[j] = c[j] * curr_beta
curr_beta *= s[j]
if verbose:
print("it = {}, ||r|| = {}".format(_iteration, curr_beta / bnorm))
converged = (curr_beta / bnorm) < eps or (curr_beta / resnorm) < eps
maxitexceeded = _iteration >= maxit
if converged or maxitexceeded:
q = j + 1
break
y = la.solve_triangular(R[:q, :q], g[:q], check_finite=False)
for idx in range(q):
u_0 += v[idx] * y[idx]
u_0 = u_0.round(eps)
if callback is not None:
callback(u_0)
if converged or maxitexceeded:
return u_0, resnorm / bnorm
return GMRES(A, u_0, b, eps, maxit, m, _iteration, callback=callback, verbose=verbose) | python | def GMRES(A, u_0, b, eps=1e-6, maxit=100, m=20, _iteration=0, callback=None, verbose=0):
"""
Flexible TT GMRES
:param A: matvec(x[, eps])
:param u_0: initial vector
:param b: answer
:param maxit: max number of iterations
:param eps: required accuracy
:param m: number of iteration without restart
:param _iteration: iteration counter
:param callback:
:param verbose: to print debug info or not
:return: answer, residual
>>> from tt import GMRES
>>> def matvec(x, eps):
>>> return tt.matvec(S, x).round(eps)
>>> answer, res = GMRES(matvec, u_0, b, eps=1e-8)
"""
maxitexceeded = False
converged = False
if verbose:
print('GMRES(m=%d, _iteration=%d, maxit=%d)' % (m, _iteration, maxit))
v = np.ones((m + 1), dtype=object) * np.nan
R = np.ones((m, m)) * np.nan
g = np.zeros(m)
s = np.ones(m) * np.nan
c = np.ones(m) * np.nan
v[0] = b - A(u_0, eps=eps)
v[0] = v[0].round(eps)
resnorm = v[0].norm()
curr_beta = resnorm
bnorm = b.norm()
wlen = resnorm
q = m
for j in range(m):
_iteration += 1
delta = eps / (curr_beta / resnorm)
if verbose:
print("it = %d delta = " % _iteration, delta)
v[j] *= 1.0 / wlen
v[j + 1] = A(v[j], eps=delta)
for i in range(j + 1):
R[i, j] = tt.dot(v[j + 1], v[i])
v[j + 1] = v[j + 1] - R[i, j] * v[i]
v[j + 1] = v[j + 1].round(delta)
wlen = v[j + 1].norm()
for i in range(j):
r1 = R[i, j]
r2 = R[i + 1, j]
R[i, j] = c[i] * r1 - s[i] * r2
R[i + 1, j] = c[i] * r2 + s[i] * r1
denom = np.hypot(wlen, R[j, j])
s[j] = wlen / denom
c[j] = -R[j, j] / denom
R[j, j] = -denom
g[j] = c[j] * curr_beta
curr_beta *= s[j]
if verbose:
print("it = {}, ||r|| = {}".format(_iteration, curr_beta / bnorm))
converged = (curr_beta / bnorm) < eps or (curr_beta / resnorm) < eps
maxitexceeded = _iteration >= maxit
if converged or maxitexceeded:
q = j + 1
break
y = la.solve_triangular(R[:q, :q], g[:q], check_finite=False)
for idx in range(q):
u_0 += v[idx] * y[idx]
u_0 = u_0.round(eps)
if callback is not None:
callback(u_0)
if converged or maxitexceeded:
return u_0, resnorm / bnorm
return GMRES(A, u_0, b, eps, maxit, m, _iteration, callback=callback, verbose=verbose) | [
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"False"... | Flexible TT GMRES
:param A: matvec(x[, eps])
:param u_0: initial vector
:param b: answer
:param maxit: max number of iterations
:param eps: required accuracy
:param m: number of iteration without restart
:param _iteration: iteration counter
:param callback:
:param verbose: to print debug info or not
:return: answer, residual
>>> from tt import GMRES
>>> def matvec(x, eps):
>>> return tt.matvec(S, x).round(eps)
>>> answer, res = GMRES(matvec, u_0, b, eps=1e-8) | [
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"par... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/solvers.py#L10-L95 | train | Flexible TT GMRES algorithm for non - linear system | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b111 + 0o150) + chr(0b110011) + chr(0b110001) + chr(0b110110), 18154 - 18146), nzTpIcepk0o8('\060' + chr(111) + '\062' + '\x30' + chr(0b110001), 32662 - 32654), nzTpIcepk0o8(chr(0b110000) + chr(3981 - 3870) + chr(49) + chr(0b10001 + 0o44) + chr(0b110101), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(54) + chr(608 - 554), 0o10), nzTpIcepk0o8(chr(1634 - 1586) + '\x6f' + '\067' + chr(0b110001), 50270 - 50262), nzTpIcepk0o8('\x30' + '\x6f' + chr(799 - 749) + chr(48) + chr(52), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + chr(0b110101) + '\x31', 8061 - 8053), nzTpIcepk0o8(chr(48) + chr(10088 - 9977) + chr(51) + '\x35' + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(0b101000 + 0o10), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(593 - 542) + chr(49), 0b1000), nzTpIcepk0o8('\060' + chr(3031 - 2920) + chr(2206 - 2157) + '\x34' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(1460 - 1412) + chr(0b1100001 + 0o16) + chr(1413 - 1364) + chr(0b10 + 0o62) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110101) + '\x36', 18945 - 18937), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(55) + chr(0b101010 + 0o11), 37223 - 37215), nzTpIcepk0o8('\x30' + chr(271 - 160) + chr(51) + chr(0b110001 + 0o1) + chr(852 - 803), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10101 + 0o132) + '\061' + '\066' + chr(0b110110), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061' + '\x30' + '\x31', 43671 - 43663), nzTpIcepk0o8(chr(0b110000) + chr(0b111111 + 0o60) + chr(0b1010 + 0o47) + '\063', 63522 - 63514), nzTpIcepk0o8(chr(48) + chr(111) + chr(85 - 36) + chr(0b11010 + 0o33) + chr(0b10101 + 0o42), 0b1000), nzTpIcepk0o8('\x30' + chr(1932 - 1821) + chr(918 - 869) + chr(312 - 257) + '\x34', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101100 + 0o3) + chr(0b101101 + 0o5) + '\064' + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11001 + 0o126) + '\x33' + chr(988 - 940) + chr(54), 0o10), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b100001 + 0o20) + chr(0b11101 + 0o24), 0b1000), nzTpIcepk0o8(chr(2002 - 1954) + '\x6f' + '\063' + '\066' + '\064', 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(2737 - 2626) + chr(373 - 324) + '\x33' + chr(1178 - 1128), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(51) + '\x31', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x35', 1181 - 1173), nzTpIcepk0o8('\x30' + chr(0b1000111 + 0o50) + '\x31' + chr(1998 - 1945) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(2100 - 2052) + chr(111) + chr(1535 - 1486) + chr(1457 - 1406) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + chr(1178 - 1126) + '\x30', 113 - 105), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1101111) + '\062' + chr(48) + chr(0b11011 + 0o31), 8), nzTpIcepk0o8(chr(451 - 403) + chr(111) + '\x32' + chr(0b10000 + 0o47), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110101) + '\066', 8), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + '\x32' + chr(53) + chr(48), 17237 - 17229), nzTpIcepk0o8(chr(1877 - 1829) + chr(6079 - 5968) + '\x31' + '\x36', 0b1000), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(111) + chr(0b10100 + 0o42) + '\067', 5257 - 5249), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\157' + chr(50) + chr(50) + '\x37', 0b1000), nzTpIcepk0o8(chr(99 - 51) + chr(111) + '\x31' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b111110 + 0o61) + chr(50) + '\066' + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + chr(3649 - 3538) + chr(2247 - 2193) + chr(0b1001 + 0o47), 11363 - 11355)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(0b1101110 + 0o1) + '\065' + chr(0b100001 + 0o17), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xe0'), '\144' + chr(0b1100000 + 0o5) + chr(99) + chr(11960 - 11849) + '\x64' + '\145')(chr(117) + chr(0b100101 + 0o117) + '\146' + chr(45) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def PLwyugW46txb(MbjAvyP4Qyak, IH4bqh7FrT5S, xFDEVQn5qSdh, IEvDzBqncWsk=1e-06, rs6Rhh4_JXck=nzTpIcepk0o8(chr(0b100011 + 0o15) + '\x6f' + chr(0b10101 + 0o34) + '\064' + '\064', ord("\x08")), tF75nqoNENFL=nzTpIcepk0o8(chr(921 - 873) + chr(0b1010001 + 0o36) + chr(1247 - 1197) + chr(0b100000 + 0o24), 0b1000), mafJe_taa7_C=nzTpIcepk0o8('\x30' + chr(4436 - 4325) + chr(610 - 562), 0o10), jG5KU4UUGnk5=None, TseISVdPlfdM=nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b1101111) + chr(48), 8)):
Bf585OunbiOo = nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(111) + chr(1706 - 1658), 8)
V5xzW6hk8RcX = nzTpIcepk0o8(chr(1482 - 1434) + chr(0b1000001 + 0o56) + '\060', 8)
if TseISVdPlfdM:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\x89\xcc?3j\xac\x84\xd0=}KA\xb1\x92\xa5\x133j\x1b\x15\xcf\xa84\xd1>\xf5%\x03>\x18\xedcS\x8dj\x1e'), chr(2101 - 2001) + '\145' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(6850 - 6748) + chr(408 - 363) + chr(0b101010 + 0o16)) % (tF75nqoNENFL, mafJe_taa7_C, rs6Rhh4_JXck))
r7AA1pbLjb44 = nDF4gVNx0u9Q.rYPkZ8_2D0X1(tF75nqoNENFL + nzTpIcepk0o8(chr(644 - 596) + chr(2408 - 2297) + '\x31', 27038 - 27030), dtype=mxgO6GAb3Xup) * nDF4gVNx0u9Q.nan
stVGsv3MKjDy = nDF4gVNx0u9Q.rYPkZ8_2D0X1((tF75nqoNENFL, tF75nqoNENFL)) * nDF4gVNx0u9Q.nan
KQq7Z9J63zv1 = nDF4gVNx0u9Q.UmwwEp7MzR6q(tF75nqoNENFL)
PmE5_h409JAA = nDF4gVNx0u9Q.rYPkZ8_2D0X1(tF75nqoNENFL) * nDF4gVNx0u9Q.nan
teUmM7cKWZUa = nDF4gVNx0u9Q.rYPkZ8_2D0X1(tF75nqoNENFL) * nDF4gVNx0u9Q.nan
r7AA1pbLjb44[nzTpIcepk0o8('\060' + '\157' + '\x30', 8)] = xFDEVQn5qSdh - MbjAvyP4Qyak(IH4bqh7FrT5S, eps=IEvDzBqncWsk)
r7AA1pbLjb44[nzTpIcepk0o8('\x30' + chr(0b1001010 + 0o45) + '\x30', 8)] = r7AA1pbLjb44[nzTpIcepk0o8(chr(55 - 7) + chr(1904 - 1793) + chr(0b100000 + 0o20), 8)].round(IEvDzBqncWsk)
Pk6gPtD8Fq5A = r7AA1pbLjb44[nzTpIcepk0o8(chr(1896 - 1848) + '\157' + '\x30', 8)].xBFFJFaziFDU()
pztxSMWxWoIS = Pk6gPtD8Fq5A
K8vl08q2W5ol = xFDEVQn5qSdh.xBFFJFaziFDU()
Uwy85RkRaUy1 = Pk6gPtD8Fq5A
P1yWu4gF7vxH = tF75nqoNENFL
for sChW4gUsXrIC in bbT2xIe5pzk7(tF75nqoNENFL):
mafJe_taa7_C += nzTpIcepk0o8(chr(48) + chr(0b110010 + 0o75) + chr(0b10011 + 0o36), 8)
FLz8xIvnAyD6 = IEvDzBqncWsk / (pztxSMWxWoIS / Pk6gPtD8Fq5A)
if TseISVdPlfdM:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xa7\xf5MK\x19\xa1\x8d\xcd||\x0b\x15\x8f\xdb\xecV'), '\x64' + chr(101) + chr(99) + chr(0b11001 + 0o126) + '\x64' + '\145')(chr(117) + '\164' + chr(0b101 + 0o141) + '\x2d' + chr(2748 - 2692)) % mafJe_taa7_C, FLz8xIvnAyD6)
r7AA1pbLjb44[sChW4gUsXrIC] *= 1.0 / Uwy85RkRaUy1
r7AA1pbLjb44[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(111) + '\x31', 8)] = MbjAvyP4Qyak(r7AA1pbLjb44[sChW4gUsXrIC], eps=FLz8xIvnAyD6)
for ZlbFMSG8gCoF in bbT2xIe5pzk7(sChW4gUsXrIC + nzTpIcepk0o8('\x30' + chr(0b101101 + 0o102) + '\x31', 8)):
stVGsv3MKjDy[ZlbFMSG8gCoF, sChW4gUsXrIC] = RuxMtHuKbM7x.dot(r7AA1pbLjb44[sChW4gUsXrIC + nzTpIcepk0o8('\060' + '\157' + chr(0b110001), 8)], r7AA1pbLjb44[ZlbFMSG8gCoF])
r7AA1pbLjb44[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + chr(49), 8)] = r7AA1pbLjb44[sChW4gUsXrIC + nzTpIcepk0o8('\x30' + '\x6f' + '\061', 8)] - stVGsv3MKjDy[ZlbFMSG8gCoF, sChW4gUsXrIC] * r7AA1pbLjb44[ZlbFMSG8gCoF]
r7AA1pbLjb44[sChW4gUsXrIC + nzTpIcepk0o8('\060' + chr(111) + chr(0b110001), 8)] = r7AA1pbLjb44[sChW4gUsXrIC + nzTpIcepk0o8(chr(48) + chr(0b1000000 + 0o57) + chr(0b10000 + 0o41), 8)].round(FLz8xIvnAyD6)
Uwy85RkRaUy1 = r7AA1pbLjb44[sChW4gUsXrIC + nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49), 8)].xBFFJFaziFDU()
for ZlbFMSG8gCoF in bbT2xIe5pzk7(sChW4gUsXrIC):
ci4QsYUbQCyU = stVGsv3MKjDy[ZlbFMSG8gCoF, sChW4gUsXrIC]
x6O2NVJZX7i_ = stVGsv3MKjDy[ZlbFMSG8gCoF + nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b100 + 0o153) + '\x31', 8), sChW4gUsXrIC]
stVGsv3MKjDy[ZlbFMSG8gCoF, sChW4gUsXrIC] = teUmM7cKWZUa[ZlbFMSG8gCoF] * ci4QsYUbQCyU - PmE5_h409JAA[ZlbFMSG8gCoF] * x6O2NVJZX7i_
stVGsv3MKjDy[ZlbFMSG8gCoF + nzTpIcepk0o8('\060' + '\157' + chr(49), 8), sChW4gUsXrIC] = teUmM7cKWZUa[ZlbFMSG8gCoF] * x6O2NVJZX7i_ + PmE5_h409JAA[ZlbFMSG8gCoF] * ci4QsYUbQCyU
nnsD2zWjRJMB = nDF4gVNx0u9Q.hypot(Uwy85RkRaUy1, stVGsv3MKjDy[sChW4gUsXrIC, sChW4gUsXrIC])
PmE5_h409JAA[sChW4gUsXrIC] = Uwy85RkRaUy1 / nnsD2zWjRJMB
teUmM7cKWZUa[sChW4gUsXrIC] = -stVGsv3MKjDy[sChW4gUsXrIC, sChW4gUsXrIC] / nnsD2zWjRJMB
stVGsv3MKjDy[sChW4gUsXrIC, sChW4gUsXrIC] = -nnsD2zWjRJMB
KQq7Z9J63zv1[sChW4gUsXrIC] = teUmM7cKWZUa[sChW4gUsXrIC] * pztxSMWxWoIS
pztxSMWxWoIS *= PmE5_h409JAA[sChW4gUsXrIC]
if TseISVdPlfdM:
v8jsMqaYV6U2(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'\xa7\xf5MK\x19\xff\x94\xc18e\x1b\x13\x92\x87\xf1Kap\x12'), chr(0b1100100) + chr(101) + '\x63' + chr(0b111 + 0o150) + chr(0b1100100) + chr(9651 - 9550))(chr(0b100010 + 0o123) + chr(0b1110100) + chr(0b1011000 + 0o16) + chr(0b101101) + chr(2722 - 2666)), roI3spqORKae(ES5oEprVxulp(b'\xbf\xb2^=~\xb7\x8f\x82IF$+'), '\x64' + chr(101) + '\143' + chr(0b101001 + 0o106) + chr(0b1100100) + '\x65')(chr(117) + '\164' + chr(10195 - 10093) + chr(45) + chr(681 - 625)))(mafJe_taa7_C, pztxSMWxWoIS / K8vl08q2W5ol))
V5xzW6hk8RcX = pztxSMWxWoIS / K8vl08q2W5ol < IEvDzBqncWsk or pztxSMWxWoIS / Pk6gPtD8Fq5A < IEvDzBqncWsk
Bf585OunbiOo = mafJe_taa7_C >= rs6Rhh4_JXck
if V5xzW6hk8RcX or Bf585OunbiOo:
P1yWu4gF7vxH = sChW4gUsXrIC + nzTpIcepk0o8(chr(48) + chr(0b1 + 0o156) + '\x31', 8)
break
Fi3yzxctM1zW = uOYaZFk91dUu.solve_triangular(stVGsv3MKjDy[:P1yWu4gF7vxH, :P1yWu4gF7vxH], KQq7Z9J63zv1[:P1yWu4gF7vxH], check_finite=nzTpIcepk0o8('\x30' + '\x6f' + chr(48), 8))
for At3kbMoXzzmV in bbT2xIe5pzk7(P1yWu4gF7vxH):
IH4bqh7FrT5S += r7AA1pbLjb44[At3kbMoXzzmV] * Fi3yzxctM1zW[At3kbMoXzzmV]
IH4bqh7FrT5S = IH4bqh7FrT5S.round(IEvDzBqncWsk)
if jG5KU4UUGnk5 is not None:
jG5KU4UUGnk5(IH4bqh7FrT5S)
if V5xzW6hk8RcX or Bf585OunbiOo:
return (IH4bqh7FrT5S, Pk6gPtD8Fq5A / K8vl08q2W5ol)
return PLwyugW46txb(MbjAvyP4Qyak, IH4bqh7FrT5S, xFDEVQn5qSdh, IEvDzBqncWsk, rs6Rhh4_JXck, tF75nqoNENFL, mafJe_taa7_C, callback=jG5KU4UUGnk5, verbose=TseISVdPlfdM) |
oseledets/ttpy | tt/completion/als.py | getRow | def getRow(leftU, rightV, jVec):
'''
Compute X_{\geq \mu}^T \otimes X_{leq \mu}
X_{\geq \mu} = V_{\mu+1}(j_{\mu}) \ldots V_{d} (j_{d}) [left interface matrix]
X_{\leq \mu} = U_{1} (j_{1}) \ldots U_{\mu-1}(j_{\mu-1}) [right interface matrix]
Parameters:
:list of numpy.arrays: leftU
left-orthogonal cores from 1 to \mu-1
:list of numpy.arrays: rightV
right-orthogonal cores from \mu+1 to d
:list, tuple, np.array: jVec
indices for each dimension n[k]
Returns:
:numpy.array: result
Kronecker product between left and right interface
matrices. Left matrix is transposed.
'''
jLeft = None
jRight = None
if len(leftU) > 0:
jLeft = jVec[:len(leftU)]
if len(rightV) > 0:
jRight = jVec[-len(rightV):]
multU = np.ones([1,1])
for k in xrange(len(leftU)):
multU = np.dot(multU, leftU[k][:, jLeft[k], :])
multV= np.ones([1,1])
for k in xrange(len(rightV)-1, -1, -1):
multV = np.dot(rightV[k][:, jRight[k], :], multV)
result = np.kron(multV.T, multU)
return result | python | def getRow(leftU, rightV, jVec):
'''
Compute X_{\geq \mu}^T \otimes X_{leq \mu}
X_{\geq \mu} = V_{\mu+1}(j_{\mu}) \ldots V_{d} (j_{d}) [left interface matrix]
X_{\leq \mu} = U_{1} (j_{1}) \ldots U_{\mu-1}(j_{\mu-1}) [right interface matrix]
Parameters:
:list of numpy.arrays: leftU
left-orthogonal cores from 1 to \mu-1
:list of numpy.arrays: rightV
right-orthogonal cores from \mu+1 to d
:list, tuple, np.array: jVec
indices for each dimension n[k]
Returns:
:numpy.array: result
Kronecker product between left and right interface
matrices. Left matrix is transposed.
'''
jLeft = None
jRight = None
if len(leftU) > 0:
jLeft = jVec[:len(leftU)]
if len(rightV) > 0:
jRight = jVec[-len(rightV):]
multU = np.ones([1,1])
for k in xrange(len(leftU)):
multU = np.dot(multU, leftU[k][:, jLeft[k], :])
multV= np.ones([1,1])
for k in xrange(len(rightV)-1, -1, -1):
multV = np.dot(rightV[k][:, jRight[k], :], multV)
result = np.kron(multV.T, multU)
return result | [
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... | Compute X_{\geq \mu}^T \otimes X_{leq \mu}
X_{\geq \mu} = V_{\mu+1}(j_{\mu}) \ldots V_{d} (j_{d}) [left interface matrix]
X_{\leq \mu} = U_{1} (j_{1}) \ldots U_{\mu-1}(j_{\mu-1}) [right interface matrix]
Parameters:
:list of numpy.arrays: leftU
left-orthogonal cores from 1 to \mu-1
:list of numpy.arrays: rightV
right-orthogonal cores from \mu+1 to d
:list, tuple, np.array: jVec
indices for each dimension n[k]
Returns:
:numpy.array: result
Kronecker product between left and right interface
matrices. Left matrix is transposed. | [
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... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/completion/als.py#L23-L56 | train | Compute the row of the Kronecker product between left and right - orthogonal cores. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b100001 + 0o17) + '\157' + chr(0b110001) + chr(883 - 829) + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + chr(10776 - 10665) + chr(49) + chr(0b11 + 0o57) + chr(0b101110 + 0o10), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b111 + 0o53) + chr(0b11010 + 0o33) + chr(0b1000 + 0o51), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010111 + 0o30) + '\067' + chr(0b101100 + 0o11), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010010 + 0o35) + '\061' + chr(0b100101 + 0o14) + chr(0b10100 + 0o37), 0o10), nzTpIcepk0o8(chr(70 - 22) + '\157' + chr(1364 - 1315) + chr(0b100100 + 0o15) + chr(0b101100 + 0o7), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b10110 + 0o34) + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(11086 - 10975) + '\x31' + chr(321 - 268) + chr(49), 54012 - 54004), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(5906 - 5795) + '\x32' + '\x32' + chr(2939 - 2884), ord("\x08")), nzTpIcepk0o8(chr(322 - 274) + '\157' + chr(0b110011) + '\062' + chr(0b101 + 0o61), 0b1000), nzTpIcepk0o8('\060' + chr(0b1001111 + 0o40) + chr(566 - 516) + '\x35' + '\065', 0b1000), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(7194 - 7083) + chr(50) + chr(0b110001) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11100 + 0o123) + chr(0b100100 + 0o16) + '\x34' + chr(0b110011), 0o10), nzTpIcepk0o8('\x30' + chr(475 - 364) + chr(0b1 + 0o60) + chr(687 - 636) + chr(795 - 744), 34713 - 34705), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(746 - 696) + '\x35' + chr(652 - 602), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(1941 - 1891) + chr(0b110101 + 0o1) + chr(1016 - 962), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1100100 + 0o13) + chr(809 - 759) + chr(0b110110) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + '\x33' + chr(0b110000), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(50) + chr(0b10010 + 0o41) + chr(0b100011 + 0o16), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(0b110111) + '\x30', 0b1000), nzTpIcepk0o8(chr(208 - 160) + chr(0b1101111) + chr(1591 - 1540) + chr(0b110111) + chr(760 - 712), 8), nzTpIcepk0o8(chr(930 - 882) + chr(9665 - 9554) + '\065' + '\064', 54348 - 54340), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + '\066' + chr(0b110011), 25258 - 25250), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b10101 + 0o132) + chr(55) + chr(50), 0o10), nzTpIcepk0o8(chr(0b101011 + 0o5) + '\157' + '\061' + chr(0b110100) + chr(53), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(53) + chr(48), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100010 + 0o17), 58346 - 58338), nzTpIcepk0o8(chr(1257 - 1209) + chr(5706 - 5595) + chr(0b110011) + '\061' + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + chr(578 - 467) + chr(50) + chr(0b11000 + 0o34) + chr(0b11 + 0o56), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(0b110101) + '\x32', 0b1000), nzTpIcepk0o8(chr(1450 - 1402) + '\x6f' + chr(0b110001) + chr(0b101000 + 0o17) + chr(2373 - 2322), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10000 + 0o46), 27648 - 27640), nzTpIcepk0o8(chr(48) + chr(1362 - 1251) + '\061' + '\x37' + chr(0b100011 + 0o15), 22844 - 22836), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110001) + '\061', 18799 - 18791), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b10010 + 0o45) + chr(101 - 50), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b11001 + 0o30) + chr(0b110000) + chr(0b11101 + 0o23), 0o10), nzTpIcepk0o8(chr(1346 - 1298) + chr(0b1101111) + '\x33' + '\064' + chr(0b11100 + 0o26), 36671 - 36663), nzTpIcepk0o8(chr(0b0 + 0o60) + '\157' + '\x36' + chr(2113 - 2059), 0b1000), nzTpIcepk0o8(chr(2285 - 2237) + '\157' + chr(0b10011 + 0o43) + '\067', 11148 - 11140), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(1728 - 1677) + chr(55), 37680 - 37672)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x35' + chr(1453 - 1405), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'Y'), chr(100) + '\145' + '\x63' + chr(2986 - 2875) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(10473 - 10357) + '\x66' + chr(1849 - 1804) + chr(3033 - 2977)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def yyrZDqapanGn(VTSchSvjY0Lw, JqEhjx2tgO5M, WLcWlTBzt0h8):
dJKCZOiSDzX9 = None
eFM75sELRw5g = None
if ftfygxgFas5X(VTSchSvjY0Lw) > nzTpIcepk0o8('\060' + chr(111) + chr(0b101 + 0o53), 0o10):
dJKCZOiSDzX9 = WLcWlTBzt0h8[:ftfygxgFas5X(VTSchSvjY0Lw)]
if ftfygxgFas5X(JqEhjx2tgO5M) > nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1769 - 1721), 8):
eFM75sELRw5g = WLcWlTBzt0h8[-ftfygxgFas5X(JqEhjx2tgO5M):]
mE90eD7B96PI = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8(chr(0b11111 + 0o21) + '\157' + chr(229 - 180), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001), 8)])
for B6UAF1zReOyJ in zBiXJ6gPq38D(ftfygxgFas5X(VTSchSvjY0Lw)):
mE90eD7B96PI = nDF4gVNx0u9Q.dot(mE90eD7B96PI, VTSchSvjY0Lw[B6UAF1zReOyJ][:, dJKCZOiSDzX9[B6UAF1zReOyJ], :])
wwfLTLVpUEOK = nDF4gVNx0u9Q.rYPkZ8_2D0X1([nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001), 8), nzTpIcepk0o8('\060' + chr(3411 - 3300) + chr(0b10000 + 0o41), 8)])
for B6UAF1zReOyJ in zBiXJ6gPq38D(ftfygxgFas5X(JqEhjx2tgO5M) - nzTpIcepk0o8(chr(183 - 135) + chr(0b100101 + 0o112) + chr(49), 8), -nzTpIcepk0o8(chr(1609 - 1561) + chr(0b101110 + 0o101) + chr(0b1111 + 0o42), 8), -nzTpIcepk0o8('\060' + chr(1427 - 1316) + '\x31', 8)):
wwfLTLVpUEOK = nDF4gVNx0u9Q.dot(JqEhjx2tgO5M[B6UAF1zReOyJ][:, eFM75sELRw5g[B6UAF1zReOyJ], :], wwfLTLVpUEOK)
POx95m7SPOVy = nDF4gVNx0u9Q.kron(wwfLTLVpUEOK.hq6XE4_Nhd6R, mE90eD7B96PI)
return POx95m7SPOVy |
oseledets/ttpy | tt/completion/als.py | orthLRFull | def orthLRFull(coreList, mu, splitResult = True):
'''
Orthogonalize list of TT-cores.
Parameters:
:list: coreList
list of TT-cores (stored as numpy arrays)
:int: mu
separating index for left and right orthogonalization.
Output cores will be left-orthogonal for dimensions from 1 to \mu-1
and right-orthogonal for dimensions from \mu+1 to d
:boolean: splitResult = True
Controls whether outut should be splitted into left-, non-, right-orthogonal
parts or not.
Returns:
:list: resultU
left-orthogonal cores with indices from 1 to \mu-1
:np.array: W
\mu-th core
:list: reultV
right-orthogonal cores with indices from \mu+1 to d
OR
:list: resultU + [W] + resultV
concatenated list of cores
'''
d = len(coreList)
assert (mu >= 0) and (mu <= d)
resultU = []
for k in xrange(mu):
core = coreList[k].copy()
if k > 0:
core = np.einsum('ijk,li->ljk', core, R)
[r1, n, r2] = core.shape
if (k < mu-1):
core = reshape(core, [r1*n, r2])
Q, R = np.linalg.qr(core)
rnew = Q.shape[1]
core = reshape(Q, [r1, n, rnew])
resultU = resultU + [core]
if mu > 0:
W = core.copy()
resultV = []
for k in xrange(d-1, mu, -1):
core = coreList[k].copy()
if (k < d-1):
core = np.einsum('ijk,lk->ijl', core, R)
[r1, n, r2] = core.shape
if (k > mu+1):
core = reshape(core, [r1, n*r2])
Q, R = np.linalg.qr(core.T)
rnew = Q.shape[1]
core = reshape(Q.T, [rnew, n, r2])
resultV = [core] + resultV
if mu < d-1:
if mu > 0:
W = np.einsum('ijk,lk->ijl', W, R)
else:
W = np.einsum('ijk,lk->ijl', coreList[0], R)
if splitResult:
return resultU, W, resultV
return resultU + [W] + resultV | python | def orthLRFull(coreList, mu, splitResult = True):
'''
Orthogonalize list of TT-cores.
Parameters:
:list: coreList
list of TT-cores (stored as numpy arrays)
:int: mu
separating index for left and right orthogonalization.
Output cores will be left-orthogonal for dimensions from 1 to \mu-1
and right-orthogonal for dimensions from \mu+1 to d
:boolean: splitResult = True
Controls whether outut should be splitted into left-, non-, right-orthogonal
parts or not.
Returns:
:list: resultU
left-orthogonal cores with indices from 1 to \mu-1
:np.array: W
\mu-th core
:list: reultV
right-orthogonal cores with indices from \mu+1 to d
OR
:list: resultU + [W] + resultV
concatenated list of cores
'''
d = len(coreList)
assert (mu >= 0) and (mu <= d)
resultU = []
for k in xrange(mu):
core = coreList[k].copy()
if k > 0:
core = np.einsum('ijk,li->ljk', core, R)
[r1, n, r2] = core.shape
if (k < mu-1):
core = reshape(core, [r1*n, r2])
Q, R = np.linalg.qr(core)
rnew = Q.shape[1]
core = reshape(Q, [r1, n, rnew])
resultU = resultU + [core]
if mu > 0:
W = core.copy()
resultV = []
for k in xrange(d-1, mu, -1):
core = coreList[k].copy()
if (k < d-1):
core = np.einsum('ijk,lk->ijl', core, R)
[r1, n, r2] = core.shape
if (k > mu+1):
core = reshape(core, [r1, n*r2])
Q, R = np.linalg.qr(core.T)
rnew = Q.shape[1]
core = reshape(Q.T, [rnew, n, r2])
resultV = [core] + resultV
if mu < d-1:
if mu > 0:
W = np.einsum('ijk,lk->ijl', W, R)
else:
W = np.einsum('ijk,lk->ijl', coreList[0], R)
if splitResult:
return resultU, W, resultV
return resultU + [W] + resultV | [
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Parameters:
:list: coreList
list of TT-cores (stored as numpy arrays)
:int: mu
separating index for left and right orthogonalization.
Output cores will be left-orthogonal for dimensions from 1 to \mu-1
and right-orthogonal for dimensions from \mu+1 to d
:boolean: splitResult = True
Controls whether outut should be splitted into left-, non-, right-orthogonal
parts or not.
Returns:
:list: resultU
left-orthogonal cores with indices from 1 to \mu-1
:np.array: W
\mu-th core
:list: reultV
right-orthogonal cores with indices from \mu+1 to d
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:list: resultU + [W] + resultV
concatenated list of cores | [
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... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/completion/als.py#L58-L119 | train | Orthogonalize list of TT - cores. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + chr(48) + '\x35', 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\x6f' + '\066' + chr(0b110011), 55778 - 55770), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(6399 - 6288) + chr(0b110001) + chr(0b101000 + 0o11) + chr(52), 34515 - 34507), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(0b110011) + chr(0b110001), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b100000 + 0o22) + chr(0b11100 + 0o32) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(52) + chr(48), 52307 - 52299), nzTpIcepk0o8(chr(2214 - 2166) + '\x6f' + chr(49) + '\x35' + '\066', 0o10), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\157' + '\062' + chr(0b110100) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\157' + chr(0b110001) + '\x36' + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + chr(0b1011 + 0o46), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(52) + chr(0b110101), 0o10), nzTpIcepk0o8('\060' + '\157' + '\061' + chr(323 - 275) + chr(51), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + '\x36' + chr(196 - 142), 8), nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(0b1101111) + '\x33' + chr(0b110011) + chr(0b110 + 0o61), 60404 - 60396), nzTpIcepk0o8(chr(1945 - 1897) + chr(0b1111 + 0o140) + '\065' + chr(0b1101 + 0o44), ord("\x08")), nzTpIcepk0o8(chr(663 - 615) + chr(0b1011110 + 0o21) + '\062' + chr(49) + chr(2348 - 2295), 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(111) + chr(0b10111 + 0o33) + '\060' + '\x37', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(290 - 239) + chr(1704 - 1653) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(208 - 160) + chr(111) + chr(0b110011) + chr(1365 - 1316) + '\067', 0o10), nzTpIcepk0o8(chr(48) + chr(1762 - 1651) + '\062' + chr(1966 - 1913) + '\x34', 0b1000), nzTpIcepk0o8('\060' + chr(0b1011111 + 0o20) + chr(0b110010) + '\060' + '\065', 0o10), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + '\062' + '\x36', 43637 - 43629), nzTpIcepk0o8(chr(48) + chr(773 - 662) + chr(50) + '\x32' + chr(0b100001 + 0o23), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + chr(0b110001) + chr(0b11 + 0o61), 52248 - 52240), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b1100 + 0o52) + chr(1894 - 1841), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x32', 44168 - 44160), nzTpIcepk0o8(chr(48) + chr(0b1110 + 0o141) + chr(2302 - 2253) + chr(50) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + chr(53) + chr(0b11011 + 0o27), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\061' + '\063' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + '\157' + chr(1096 - 1047) + chr(55) + chr(50), 34174 - 34166), nzTpIcepk0o8(chr(48) + chr(0b111101 + 0o62) + chr(50) + '\063' + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(2100 - 2052) + chr(111) + chr(50) + chr(54), 8), nzTpIcepk0o8(chr(1245 - 1197) + '\157' + chr(0b110010) + chr(2301 - 2247) + '\061', 0b1000), nzTpIcepk0o8(chr(48) + chr(8561 - 8450) + '\061' + chr(0b11000 + 0o34) + chr(0b11111 + 0o26), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b1000 + 0o53) + chr(55) + chr(0b100110 + 0o13), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + chr(1450 - 1398) + '\060', 34986 - 34978), nzTpIcepk0o8('\x30' + chr(0b10001 + 0o136) + chr(869 - 820) + '\065' + '\x37', 7534 - 7526), nzTpIcepk0o8('\060' + chr(7888 - 7777) + chr(0b110010) + chr(2546 - 2493) + chr(992 - 943), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10011 + 0o43) + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + '\064', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1000 + 0o50) + chr(2184 - 2073) + '\065' + '\060', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xeb'), chr(5519 - 5419) + chr(0b1100101) + chr(0b100110 + 0o75) + chr(0b1100101 + 0o12) + chr(5028 - 4928) + '\145')('\x75' + '\164' + chr(5635 - 5533) + '\055' + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def cI61WiKutGCd(y4lFIIbypcAQ, fMeL_z1DIoxw, BAJUjnvS3UxW=nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001), 0o10)):
vPPlOXQgR3SM = ftfygxgFas5X(y4lFIIbypcAQ)
assert fMeL_z1DIoxw >= nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110000), 4432 - 4424) and fMeL_z1DIoxw <= vPPlOXQgR3SM
Jx9xApggq486 = []
for B6UAF1zReOyJ in zBiXJ6gPq38D(fMeL_z1DIoxw):
fJSwBORhebts = y4lFIIbypcAQ[B6UAF1zReOyJ].copy()
if B6UAF1zReOyJ > nzTpIcepk0o8('\060' + chr(4716 - 4605) + chr(0b110000), 8):
fJSwBORhebts = nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b"\xacY'\xf5\xda\x89C\x9d\x1dc\x8e"), chr(0b1100100) + '\145' + chr(99) + chr(11864 - 11753) + chr(0b1100100) + chr(0b1100101))(chr(12223 - 12106) + chr(7072 - 6956) + chr(0b1100110) + chr(0b101101) + '\070'), fJSwBORhebts, stVGsv3MKjDy)
[ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_] = fJSwBORhebts.lhbM092AFW8f
if B6UAF1zReOyJ < fMeL_z1DIoxw - nzTpIcepk0o8(chr(223 - 175) + chr(0b1101111) + chr(0b110001), 8):
fJSwBORhebts = OM076lzCYnVV(fJSwBORhebts, [ci4QsYUbQCyU * NoZxuO7wjArS, x6O2NVJZX7i_])
(k91QUkrmwggS, stVGsv3MKjDy) = nDF4gVNx0u9Q.linalg.qr(fJSwBORhebts)
mPm5tULU64A_ = k91QUkrmwggS.lhbM092AFW8f[nzTpIcepk0o8(chr(48) + chr(0b1101000 + 0o7) + chr(49), 8)]
fJSwBORhebts = OM076lzCYnVV(k91QUkrmwggS, [ci4QsYUbQCyU, NoZxuO7wjArS, mPm5tULU64A_])
Jx9xApggq486 = Jx9xApggq486 + [fJSwBORhebts]
if fMeL_z1DIoxw > nzTpIcepk0o8('\x30' + '\x6f' + chr(999 - 951), 8):
uzYpZLBDz9M7 = fJSwBORhebts.copy()
ZK5jwoNhZSKl = []
for B6UAF1zReOyJ in zBiXJ6gPq38D(vPPlOXQgR3SM - nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31', 8), fMeL_z1DIoxw, -nzTpIcepk0o8(chr(1915 - 1867) + '\157' + chr(49), 8)):
fJSwBORhebts = y4lFIIbypcAQ[B6UAF1zReOyJ].copy()
if B6UAF1zReOyJ < vPPlOXQgR3SM - nzTpIcepk0o8(chr(1770 - 1722) + chr(0b1101111) + '\x31', 8):
fJSwBORhebts = nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b"\xacY'\xf5\xda\x8bC\x9d\x18c\x89"), chr(3105 - 3005) + '\145' + chr(0b1100011) + chr(3997 - 3886) + '\x64' + chr(0b100000 + 0o105))('\x75' + '\x74' + '\146' + '\x2d' + chr(1228 - 1172)), fJSwBORhebts, stVGsv3MKjDy)
[ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_] = fJSwBORhebts.lhbM092AFW8f
if B6UAF1zReOyJ > fMeL_z1DIoxw + nzTpIcepk0o8('\060' + chr(0b11010 + 0o125) + chr(0b110001), 8):
fJSwBORhebts = OM076lzCYnVV(fJSwBORhebts, [ci4QsYUbQCyU, NoZxuO7wjArS * x6O2NVJZX7i_])
(k91QUkrmwggS, stVGsv3MKjDy) = nDF4gVNx0u9Q.linalg.qr(fJSwBORhebts.hq6XE4_Nhd6R)
mPm5tULU64A_ = k91QUkrmwggS.lhbM092AFW8f[nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8)]
fJSwBORhebts = OM076lzCYnVV(k91QUkrmwggS.hq6XE4_Nhd6R, [mPm5tULU64A_, NoZxuO7wjArS, x6O2NVJZX7i_])
ZK5jwoNhZSKl = [fJSwBORhebts] + ZK5jwoNhZSKl
if fMeL_z1DIoxw < vPPlOXQgR3SM - nzTpIcepk0o8('\x30' + '\x6f' + '\061', 8):
if fMeL_z1DIoxw > nzTpIcepk0o8(chr(0b110000) + chr(111) + '\060', 8):
uzYpZLBDz9M7 = nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b"\xacY'\xf5\xda\x8bC\x9d\x18c\x89"), '\144' + chr(2247 - 2146) + chr(0b1100011) + chr(0b1000010 + 0o55) + chr(100) + chr(3388 - 3287))(chr(0b1110101) + '\164' + chr(4878 - 4776) + chr(0b1001 + 0o44) + chr(0b100000 + 0o30)), uzYpZLBDz9M7, stVGsv3MKjDy)
else:
uzYpZLBDz9M7 = nDF4gVNx0u9Q.einsum(roI3spqORKae(ES5oEprVxulp(b"\xacY'\xf5\xda\x8bC\x9d\x18c\x89"), '\144' + chr(9942 - 9841) + chr(1670 - 1571) + '\x6f' + '\x64' + '\x65')('\x75' + '\x74' + chr(102) + chr(45) + chr(0b111000)), y4lFIIbypcAQ[nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(111) + chr(0b1101 + 0o43), 8)], stVGsv3MKjDy)
if BAJUjnvS3UxW:
return (Jx9xApggq486, uzYpZLBDz9M7, ZK5jwoNhZSKl)
return Jx9xApggq486 + [uzYpZLBDz9M7] + ZK5jwoNhZSKl |
oseledets/ttpy | tt/completion/als.py | computeFunctional | def computeFunctional(x, cooP):
'''
Compute value of functional J(X) = ||PX - PA||^2_F,
where P is projector into index subspace of known elements,
X is our approximation,
A is original tensor.
Parameters:
:tt.vector: x
current approximation [X]
:dict: cooP
dictionary with two records
- 'indices': numpy.array of P x d shape,
contains index subspace of P known elements;
each string is an index of one element.
- 'values': numpy array of size P,
contains P known values.
Returns:
:float: result
value of functional
'''
indices = cooP['indices']
values = cooP['values']
[P, d] = indices.shape
assert P == len(values)
result = 0
for p in xrange(P):
index = tuple(indices[p, :])
result += (x[index] - values[p])**2
result *= 0.5
return result | python | def computeFunctional(x, cooP):
'''
Compute value of functional J(X) = ||PX - PA||^2_F,
where P is projector into index subspace of known elements,
X is our approximation,
A is original tensor.
Parameters:
:tt.vector: x
current approximation [X]
:dict: cooP
dictionary with two records
- 'indices': numpy.array of P x d shape,
contains index subspace of P known elements;
each string is an index of one element.
- 'values': numpy array of size P,
contains P known values.
Returns:
:float: result
value of functional
'''
indices = cooP['indices']
values = cooP['values']
[P, d] = indices.shape
assert P == len(values)
result = 0
for p in xrange(P):
index = tuple(indices[p, :])
result += (x[index] - values[p])**2
result *= 0.5
return result | [
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where P is projector into index subspace of known elements,
X is our approximation,
A is original tensor.
Parameters:
:tt.vector: x
current approximation [X]
:dict: cooP
dictionary with two records
- 'indices': numpy.array of P x d shape,
contains index subspace of P known elements;
each string is an index of one element.
- 'values': numpy array of size P,
contains P known values.
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:float: result
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"P... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/completion/als.py#L121-L154 | train | Compute functional J for a given x and a dictionary of functional values. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1279 - 1231) + chr(0b1101111) + chr(0b10100 + 0o35) + '\x37' + chr(54), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1001100 + 0o43) + chr(49) + '\060' + '\x34', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1011101 + 0o22) + chr(1784 - 1735) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1 + 0o156) + chr(49) + chr(0b110110 + 0o1) + '\x34', 0o10), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\157' + '\x37' + chr(2199 - 2148), 45386 - 45378), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b101111 + 0o100) + '\062' + chr(0b110110) + chr(0b111 + 0o52), ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + '\x32' + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + '\061' + '\065' + '\x32', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(53) + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(0b1000 + 0o52) + chr(2061 - 2013), 0o10), nzTpIcepk0o8(chr(307 - 259) + '\157' + chr(0b1011 + 0o54) + chr(100 - 46), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(1903 - 1853) + chr(0b110111) + '\x37', 63232 - 63224), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + '\x33' + '\065', 9151 - 9143), nzTpIcepk0o8('\060' + chr(0b101001 + 0o106) + chr(438 - 384) + chr(0b10000 + 0o42), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(0b10110 + 0o35) + chr(0b10 + 0o61), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(898 - 850) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(55) + '\x37', 0b1000), nzTpIcepk0o8('\060' + chr(5302 - 5191) + chr(1622 - 1572) + chr(0b11000 + 0o37), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1025 - 976) + chr(0b101110 + 0o3) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + '\x6f' + chr(0b11010 + 0o32) + chr(0b101001 + 0o14), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1000110 + 0o51) + chr(49) + chr(340 - 290) + chr(0b110 + 0o53), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1956 - 1907) + '\060' + chr(0b110100), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x32' + chr(1776 - 1722) + '\x36', 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b1000 + 0o51) + chr(52) + '\063', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b100001 + 0o116) + chr(850 - 801) + chr(54) + chr(2692 - 2639), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(4729 - 4618) + chr(51), 0o10), nzTpIcepk0o8('\060' + chr(0b1011100 + 0o23) + chr(0b100101 + 0o16) + chr(0b110000) + chr(1284 - 1229), 0b1000), nzTpIcepk0o8('\060' + chr(5266 - 5155) + chr(0b11111 + 0o23) + '\067' + chr(51), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001 + 0o1) + chr(51) + '\062', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\061', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b11100 + 0o27) + '\062' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(54) + chr(53), 64792 - 64784), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1101111) + '\061' + '\x31' + chr(0b110101), 4828 - 4820), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(111) + '\061' + chr(0b101010 + 0o15) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b101 + 0o55) + chr(0b110100) + '\x30', 0b1000), nzTpIcepk0o8(chr(1491 - 1443) + chr(0b11001 + 0o126) + chr(0b10101 + 0o41) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(649 - 601) + chr(0b1101111) + '\062' + chr(500 - 447) + chr(0b110111), 64665 - 64657), nzTpIcepk0o8(chr(48) + chr(283 - 172) + '\x33' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + chr(0b110110) + chr(0b110000), 36034 - 36026), nzTpIcepk0o8(chr(1575 - 1527) + chr(8910 - 8799) + chr(0b110001) + '\x33' + chr(55), 39656 - 39648)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(1123 - 1012) + chr(0b110101) + '\060', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'P'), chr(100) + chr(0b101001 + 0o74) + chr(99) + chr(0b1101111) + chr(9025 - 8925) + chr(101))(chr(0b1011110 + 0o27) + '\164' + chr(102) + chr(0b11001 + 0o24) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def k2LWBdhszJF_(bI5jsQ9OkQtj, cpLyyuY0s5TH):
eQBPfEuGz7C1 = cpLyyuY0s5TH[roI3spqORKae(ES5oEprVxulp(b'\x17*l\x15X\xd4e'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1001100 + 0o43) + '\x64' + chr(0b1000 + 0o135))(chr(0b1110101) + chr(0b1110100) + chr(1624 - 1522) + chr(428 - 383) + chr(56))]
CsodZJH6x9Tx = cpLyyuY0s5TH[roI3spqORKae(ES5oEprVxulp(b'\x08%d\t^\xc2'), chr(0b1100100 + 0o0) + chr(101) + chr(0b11101 + 0o106) + chr(0b1101111) + chr(8644 - 8544) + chr(0b1100101))(chr(0b1110100 + 0o1) + chr(3159 - 3043) + chr(5100 - 4998) + chr(0b100010 + 0o13) + '\070')]
[mOo9OqMgUnvf, vPPlOXQgR3SM] = eQBPfEuGz7C1.lhbM092AFW8f
assert mOo9OqMgUnvf == ftfygxgFas5X(CsodZJH6x9Tx)
POx95m7SPOVy = nzTpIcepk0o8('\060' + '\x6f' + chr(0b110000), 0b1000)
for fSdw5wwLo9MO in zBiXJ6gPq38D(mOo9OqMgUnvf):
ZpfN5tSLaZze = nfNqtJL5aRaY(eQBPfEuGz7C1[fSdw5wwLo9MO, :])
POx95m7SPOVy += (bI5jsQ9OkQtj[ZpfN5tSLaZze] - CsodZJH6x9Tx[fSdw5wwLo9MO]) ** nzTpIcepk0o8(chr(0b110000) + chr(1607 - 1496) + chr(1001 - 951), 61689 - 61681)
POx95m7SPOVy *= 0.5
return POx95m7SPOVy |
oseledets/ttpy | tt/completion/als.py | ttSparseALS | def ttSparseALS(cooP, shape, x0=None, ttRank=1, tol=1e-5, maxnsweeps=20, verbose=True, alpha=1e-2):
'''
TT completion via Alternating Least Squares algorithm.
Parameters:
:dict: cooP
dictionary with two records
- 'indices': numpy.array of P x d shape,
contains index subspace of P known elements;
each string is an index of one element.
- 'values': numpy array of size P,
contains P known values.
:list, numpy.array: shape
full-format shape of tensor to be completed [dimensions]
:tt.vector: x0 = None
initial approximation of completed tensor
If it is specified, parameters 'shape' and 'ttRank' will be ignored
:int, numpy.array: ttRank = 1
assumed rank of completed tensor
:float: tol = 1e-5
tolerance for functional value
:int: maxnsweeps = 20
maximal number of sweeps [sequential optimization of all d cores
in right or left direction]
:boolean: verbose = True
switcher of messages from function
:float: alpha: = 1e-2
regularizer of least squares problem for each slice of current TT core.
[rcond parameter for np.linalg.lstsq]
Returns:
:tt.vector: xNew
completed TT vector
:list: fit
list of functional values at each sweep
'''
indices = cooP['indices']
values = cooP['values']
[P, d] = indices.shape
assert P == len(values)
timeVal = time.clock()
if x0 is None:
x = tt.rand(shape, r = ttRank)
x = x.round(0.)
x = (1./x.norm())*x
else:
x = copy.deepcopy(x0)
assert d == x.d
# TODO: also check if cooP indices are aligned with shape
normP = np.linalg.norm(values)
values /= normP
fitList = []
sweepTimeList = []
initTime = time.clock() - timeVal
timeVal = time.clock()
coreList = tt.vector.to_list(x)
#coreList = orthLRFull(coreList, mu = d, splitResult = False)
# orthTime = time.clock() - timeVal
if verbose:
print("Initialization time: %.3f seconds (proc.time)" % (initTime))
# print "Orthogonalizing time: %.3f seconds (proc.time)" % (orthTime)
for sweep in xrange(maxnsweeps):
sweepStart = time.clock()
# list left + right
[kStart, kEnd, kStep] = [0, d, 1]
# select direction of sweep
'''
if sweep % 2 == 0: # left to rigth
[kStart, kEnd, kStep] = [0, d, 1]
else: # right to left
[kStart, kEnd, kStep] = [d-1, -1, -1]
'''
# fix k-th core to update
for k in xrange(kStart, kEnd, kStep):
[r1, n, r2] = coreList[k].shape
core = np.zeros([r1, n, r2])
leftU = []
rightV = []
if k > 0:
leftU = coreList[:k]
if k < d-1:
rightV = coreList[k+1:]
for i in xrange(n):
thetaI = np.where(indices[:, k] == i)[0]
if len(thetaI) > 0:
A = np.zeros([len(thetaI), r1*r2])
for j in xrange(len(thetaI)):
tmp = getRow(leftU, rightV, indices[thetaI[j], :])
A[j:j+1, :] += tmp # .flatten(order = 'F')
vecCoreSlice, _, _, _ = np.linalg.lstsq(A, values[thetaI])#, rcond = alpha)
# 0.5*np.linalg.norm(np.dot(A, vecCoreSlice) - values[thetaI])**2.
core[:, i, :] += reshape(vecCoreSlice, [r1, r2]) ####
'''
if k < (d-1):
core = reshape(core, [r1*n, r2])
Q, R = np.linalg.qr(core)
rnew = Q.shape[1]
core = reshape(Q, [r1, n, rnew])
coreList[k+1] = np.einsum('ijk,li->ljk', coreList[k+1], R)
'''
coreList[k] = core.copy()
'''
else:
if (k > 0):
core = reshape(core, [r1, n*r2])
Q, R = np.linalg.qr(core.T)
rnew = Q.shape[1]
core = reshape(Q.T, [rnew, n, r2])
coreList[k-1] = np.einsum('ijk,lk->ijl', coreList[k-1], R)
'''
xNew = tt.vector.from_list(coreList)
fit = computeFunctional(xNew, cooP)
fitList.append(fit)
if fit < tol:
break
if sweep > 0:
if abs(fit - fitList[-2]) < tol:
break
sweepTimeList.append(time.clock() - sweepStart)
if verbose:
print("sweep %d/%d\t fit value: %.5e\t time: %.3f seconds (proc.time)" % (sweep+1, maxnsweeps, fit, sweepTimeList[-1]))
if verbose:
print("Total sweep time: %.3f seconds (proc.time)\t Total time: %.3f seconds (proc.time)" % (sum(sweepTimeList), sum(sweepTimeList) + initTime))# + orthTime)
info = {'fit': fitList, 'initTime': initTime, 'sweepTime': sweepTimeList} # 'orthTime': orthTime,
xNew *= normP
values *= normP
return xNew, info | python | def ttSparseALS(cooP, shape, x0=None, ttRank=1, tol=1e-5, maxnsweeps=20, verbose=True, alpha=1e-2):
'''
TT completion via Alternating Least Squares algorithm.
Parameters:
:dict: cooP
dictionary with two records
- 'indices': numpy.array of P x d shape,
contains index subspace of P known elements;
each string is an index of one element.
- 'values': numpy array of size P,
contains P known values.
:list, numpy.array: shape
full-format shape of tensor to be completed [dimensions]
:tt.vector: x0 = None
initial approximation of completed tensor
If it is specified, parameters 'shape' and 'ttRank' will be ignored
:int, numpy.array: ttRank = 1
assumed rank of completed tensor
:float: tol = 1e-5
tolerance for functional value
:int: maxnsweeps = 20
maximal number of sweeps [sequential optimization of all d cores
in right or left direction]
:boolean: verbose = True
switcher of messages from function
:float: alpha: = 1e-2
regularizer of least squares problem for each slice of current TT core.
[rcond parameter for np.linalg.lstsq]
Returns:
:tt.vector: xNew
completed TT vector
:list: fit
list of functional values at each sweep
'''
indices = cooP['indices']
values = cooP['values']
[P, d] = indices.shape
assert P == len(values)
timeVal = time.clock()
if x0 is None:
x = tt.rand(shape, r = ttRank)
x = x.round(0.)
x = (1./x.norm())*x
else:
x = copy.deepcopy(x0)
assert d == x.d
# TODO: also check if cooP indices are aligned with shape
normP = np.linalg.norm(values)
values /= normP
fitList = []
sweepTimeList = []
initTime = time.clock() - timeVal
timeVal = time.clock()
coreList = tt.vector.to_list(x)
#coreList = orthLRFull(coreList, mu = d, splitResult = False)
# orthTime = time.clock() - timeVal
if verbose:
print("Initialization time: %.3f seconds (proc.time)" % (initTime))
# print "Orthogonalizing time: %.3f seconds (proc.time)" % (orthTime)
for sweep in xrange(maxnsweeps):
sweepStart = time.clock()
# list left + right
[kStart, kEnd, kStep] = [0, d, 1]
# select direction of sweep
'''
if sweep % 2 == 0: # left to rigth
[kStart, kEnd, kStep] = [0, d, 1]
else: # right to left
[kStart, kEnd, kStep] = [d-1, -1, -1]
'''
# fix k-th core to update
for k in xrange(kStart, kEnd, kStep):
[r1, n, r2] = coreList[k].shape
core = np.zeros([r1, n, r2])
leftU = []
rightV = []
if k > 0:
leftU = coreList[:k]
if k < d-1:
rightV = coreList[k+1:]
for i in xrange(n):
thetaI = np.where(indices[:, k] == i)[0]
if len(thetaI) > 0:
A = np.zeros([len(thetaI), r1*r2])
for j in xrange(len(thetaI)):
tmp = getRow(leftU, rightV, indices[thetaI[j], :])
A[j:j+1, :] += tmp # .flatten(order = 'F')
vecCoreSlice, _, _, _ = np.linalg.lstsq(A, values[thetaI])#, rcond = alpha)
# 0.5*np.linalg.norm(np.dot(A, vecCoreSlice) - values[thetaI])**2.
core[:, i, :] += reshape(vecCoreSlice, [r1, r2]) ####
'''
if k < (d-1):
core = reshape(core, [r1*n, r2])
Q, R = np.linalg.qr(core)
rnew = Q.shape[1]
core = reshape(Q, [r1, n, rnew])
coreList[k+1] = np.einsum('ijk,li->ljk', coreList[k+1], R)
'''
coreList[k] = core.copy()
'''
else:
if (k > 0):
core = reshape(core, [r1, n*r2])
Q, R = np.linalg.qr(core.T)
rnew = Q.shape[1]
core = reshape(Q.T, [rnew, n, r2])
coreList[k-1] = np.einsum('ijk,lk->ijl', coreList[k-1], R)
'''
xNew = tt.vector.from_list(coreList)
fit = computeFunctional(xNew, cooP)
fitList.append(fit)
if fit < tol:
break
if sweep > 0:
if abs(fit - fitList[-2]) < tol:
break
sweepTimeList.append(time.clock() - sweepStart)
if verbose:
print("sweep %d/%d\t fit value: %.5e\t time: %.3f seconds (proc.time)" % (sweep+1, maxnsweeps, fit, sweepTimeList[-1]))
if verbose:
print("Total sweep time: %.3f seconds (proc.time)\t Total time: %.3f seconds (proc.time)" % (sum(sweepTimeList), sum(sweepTimeList) + initTime))# + orthTime)
info = {'fit': fitList, 'initTime': initTime, 'sweepTime': sweepTimeList} # 'orthTime': orthTime,
xNew *= normP
values *= normP
return xNew, info | [
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"["... | TT completion via Alternating Least Squares algorithm.
Parameters:
:dict: cooP
dictionary with two records
- 'indices': numpy.array of P x d shape,
contains index subspace of P known elements;
each string is an index of one element.
- 'values': numpy array of size P,
contains P known values.
:list, numpy.array: shape
full-format shape of tensor to be completed [dimensions]
:tt.vector: x0 = None
initial approximation of completed tensor
If it is specified, parameters 'shape' and 'ttRank' will be ignored
:int, numpy.array: ttRank = 1
assumed rank of completed tensor
:float: tol = 1e-5
tolerance for functional value
:int: maxnsweeps = 20
maximal number of sweeps [sequential optimization of all d cores
in right or left direction]
:boolean: verbose = True
switcher of messages from function
:float: alpha: = 1e-2
regularizer of least squares problem for each slice of current TT core.
[rcond parameter for np.linalg.lstsq]
Returns:
:tt.vector: xNew
completed TT vector
:list: fit
list of functional values at each sweep | [
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"inde... | b440f6299a6338de4aea67f3d839d613f4ef1374 | https://github.com/oseledets/ttpy/blob/b440f6299a6338de4aea67f3d839d613f4ef1374/tt/completion/als.py#L157-L290 | train | This function is used to generate a new TT vector for a set of functional values in a set of states. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b100 + 0o55), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(584 - 534) + chr(0b100 + 0o60), 0b1000), nzTpIcepk0o8(chr(1578 - 1530) + '\157' + '\x31' + '\x37' + '\062', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + '\062' + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110010) + chr(0b11110 + 0o27), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b110 + 0o151) + '\061' + '\066', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b0 + 0o67) + chr(0b11011 + 0o30), 53217 - 53209), nzTpIcepk0o8(chr(580 - 532) + chr(0b1101111) + '\063' + '\064' + chr(52), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + '\x30' + chr(1446 - 1398), 10189 - 10181), nzTpIcepk0o8('\x30' + chr(0b100111 + 0o110) + chr(49) + chr(2908 - 2854), 8), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + '\x31' + '\x34' + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x37' + chr(55), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + chr(790 - 739) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(766 - 718) + chr(0b100111 + 0o110) + '\062' + chr(55) + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + chr(6487 - 6376) + '\x31' + chr(48) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(111) + '\x31' + '\062' + chr(0b101101 + 0o3), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b10111 + 0o37) + chr(50), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110010) + chr(1673 - 1619) + '\061', 32381 - 32373), nzTpIcepk0o8(chr(0b110000) + chr(0b1101010 + 0o5) + chr(0b110011) + chr(54) + '\x30', 48834 - 48826), nzTpIcepk0o8(chr(663 - 615) + chr(0b1000111 + 0o50) + chr(49) + chr(50) + chr(1019 - 967), ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(2718 - 2607) + '\061' + chr(53) + chr(1302 - 1248), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + '\061' + '\x31', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(11763 - 11652) + chr(0b110010) + chr(0b110111) + '\x32', 58006 - 57998), nzTpIcepk0o8('\x30' + chr(111) + chr(0b100001 + 0o20) + chr(0b1000 + 0o55) + '\x36', 8), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100000 + 0o22) + '\065' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b11011 + 0o26) + chr(0b10010 + 0o45), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(977 - 924) + chr(0b101111 + 0o3), 51711 - 51703), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + chr(51) + chr(0b1001 + 0o47), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + '\x37', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(52) + '\062', 0o10), nzTpIcepk0o8('\x30' + chr(2499 - 2388) + chr(284 - 233) + chr(2277 - 2227), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101110 + 0o1) + '\061' + chr(51) + chr(1184 - 1134), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x32' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1100011 + 0o14) + '\x32' + chr(0b1 + 0o64) + chr(0b10011 + 0o44), 62169 - 62161), nzTpIcepk0o8(chr(354 - 306) + chr(111) + chr(0b100001 + 0o21) + chr(0b110100) + chr(1131 - 1081), 0o10), nzTpIcepk0o8('\060' + chr(3330 - 3219) + chr(0b110010) + '\060' + chr(1526 - 1473), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(54), 0o10), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\157' + '\x35' + '\062', 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\061' + chr(0b100111 + 0o15) + '\064', 8), nzTpIcepk0o8('\060' + chr(0b1011100 + 0o23) + '\x35' + chr(0b1010 + 0o53), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(2828 - 2717) + chr(0b11000 + 0o35) + chr(647 - 599), 51868 - 51860)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'7'), chr(6274 - 6174) + chr(0b1100101) + chr(8293 - 8194) + chr(0b1101111) + chr(0b1001000 + 0o34) + '\x65')(chr(0b1110101) + '\164' + chr(7062 - 6960) + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def SRAWowx5ptO0(cpLyyuY0s5TH, lhbM092AFW8f, oS9ptP4AxZuT=None, mfPvNYpmITrW=nzTpIcepk0o8(chr(1394 - 1346) + '\x6f' + chr(0b110001), ord("\x08")), SbzLZQEjyfWL=1e-05, TA69A8QJekH1=nzTpIcepk0o8(chr(1972 - 1924) + chr(0b1100000 + 0o17) + chr(0b11001 + 0o31) + chr(52), 0b1000), TseISVdPlfdM=nzTpIcepk0o8(chr(48) + '\x6f' + chr(49), 8), t3TBppk7s7__=0.01):
eQBPfEuGz7C1 = cpLyyuY0s5TH[roI3spqORKae(ES5oEprVxulp(b'p\xfa\x1e\xbf\xb6kH'), '\144' + chr(4077 - 3976) + chr(0b1010011 + 0o20) + chr(0b111110 + 0o61) + chr(1168 - 1068) + '\145')('\165' + chr(2747 - 2631) + chr(0b1000001 + 0o45) + chr(0b101101) + '\x38')]
CsodZJH6x9Tx = cpLyyuY0s5TH[roI3spqORKae(ES5oEprVxulp(b'o\xf5\x16\xa3\xb0}'), '\144' + '\145' + '\143' + '\x6f' + chr(0b1100100) + chr(9008 - 8907))('\x75' + chr(0b1110100) + chr(102) + chr(0b11011 + 0o22) + chr(1111 - 1055))]
[mOo9OqMgUnvf, vPPlOXQgR3SM] = eQBPfEuGz7C1.lhbM092AFW8f
assert mOo9OqMgUnvf == ftfygxgFas5X(CsodZJH6x9Tx)
cc4VXqkozyJT = oprIvDIRQyCb.clock()
if oS9ptP4AxZuT is None:
bI5jsQ9OkQtj = RuxMtHuKbM7x.rand(lhbM092AFW8f, r=mfPvNYpmITrW)
bI5jsQ9OkQtj = bI5jsQ9OkQtj.round(0.0)
bI5jsQ9OkQtj = 1.0 / bI5jsQ9OkQtj.xBFFJFaziFDU() * bI5jsQ9OkQtj
else:
bI5jsQ9OkQtj = aZTCj4v5QdfO.deepcopy(oS9ptP4AxZuT)
assert vPPlOXQgR3SM == roI3spqORKae(bI5jsQ9OkQtj, roI3spqORKae(ES5oEprVxulp(b'o\xc4*\xba\x9aVj\x83\x92=7r'), chr(0b1011100 + 0o10) + chr(9728 - 9627) + chr(1124 - 1025) + chr(4186 - 4075) + chr(100) + chr(0b110000 + 0o65))('\165' + chr(0b1110100) + chr(102) + '\055' + chr(0b100001 + 0o27)))
FKSu2BqWbQdQ = nDF4gVNx0u9Q.linalg.xBFFJFaziFDU(CsodZJH6x9Tx)
CsodZJH6x9Tx /= FKSu2BqWbQdQ
UL2VdbNIR3Z_ = []
XYkD2OwAVv9o = []
dcL1OJ_7ibu6 = oprIvDIRQyCb.clock() - cc4VXqkozyJT
cc4VXqkozyJT = oprIvDIRQyCb.clock()
y4lFIIbypcAQ = RuxMtHuKbM7x.vector.to_list(bI5jsQ9OkQtj)
if TseISVdPlfdM:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'P\xfa\x13\xa2\xbcoW\x8d\xbao\x10V7\xd0b$[\xdc\x95nN\xac\x94]\xca\xafY\xfdl\x8dt>f\x8f\x8a\xf5lE\x07\x03m\xfd\x17\xb3\xfc'), chr(5997 - 5897) + chr(101) + '\x63' + chr(111) + chr(7600 - 7500) + chr(0b1100101))(chr(4227 - 4110) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b101110 + 0o12)) % dcL1OJ_7ibu6)
for yMcpB1USR51n in zBiXJ6gPq38D(TA69A8QJekH1):
ssQaEEHXxFWD = oprIvDIRQyCb.clock()
[U6_Sfc5RRKvb, uVm4cFEUhwZx, f41amnzg5tlt] = [nzTpIcepk0o8('\060' + chr(9309 - 9198) + chr(1427 - 1379), 0o10), vPPlOXQgR3SM, nzTpIcepk0o8(chr(48) + chr(1800 - 1689) + '\061', 8)]
roI3spqORKae(ES5oEprVxulp(b'\x13\xb4Z\xf6\xf5.\x1b\xc4\xe0g\x02\x1f+\xc9\'5B\x91\xd5t\\\xa9\x87S\x8c\xbf\x10\xb8,\xc2v?s\xdb\x82\xf1q\n\x16D~\xe0\x12\xdc\xf5.\x1b\xc4\xe0.D\x1fx\x9ebpi\xda\xa3 \x0f\xfb\xceB\x8c\xe4o\xf6k\xce:1F\xdb\xc7\xf5C\nY\rB\xa4V\xf6\xb1"\x1b\xd5\x9d\x04D\x1fx\x9ebp\x12\x91\x958\x1d\xec\x80N\x8f\xafX\xf1h\x8anza\xc0\x82\xe9{L\x10\'9\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1f\x03\xd5\x11$S\xc3\x84xN\xe2\xff\x00\xc8\xa3\n\xf3\\\x96\x7f*H\x8f\x9f\xa5ENI\x1c5\xb4W\xe7\xf9.\x16\xd5\x9d\x04D\x1fx\x9ebp\x12\x91'), chr(0b1100100) + chr(0b111011 + 0o52) + '\x63' + chr(111) + '\144' + chr(1786 - 1685))('\165' + chr(0b100 + 0o160) + '\x66' + chr(0b101101) + chr(0b111000))
for B6UAF1zReOyJ in zBiXJ6gPq38D(U6_Sfc5RRKvb, uVm4cFEUhwZx, f41amnzg5tlt):
[ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_] = y4lFIIbypcAQ[B6UAF1zReOyJ].lhbM092AFW8f
fJSwBORhebts = nDF4gVNx0u9Q.UmwwEp7MzR6q([ci4QsYUbQCyU, NoZxuO7wjArS, x6O2NVJZX7i_])
VTSchSvjY0Lw = []
JqEhjx2tgO5M = []
if B6UAF1zReOyJ > nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\060', 8):
VTSchSvjY0Lw = y4lFIIbypcAQ[:B6UAF1zReOyJ]
if B6UAF1zReOyJ < vPPlOXQgR3SM - nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(111) + '\061', 8):
JqEhjx2tgO5M = y4lFIIbypcAQ[B6UAF1zReOyJ + nzTpIcepk0o8(chr(48) + '\157' + chr(0b1111 + 0o42), 8):]
for ZlbFMSG8gCoF in zBiXJ6gPq38D(NoZxuO7wjArS):
CQDU4R9QdaJO = nDF4gVNx0u9Q.xWH4M7K6Qbd3(eQBPfEuGz7C1[:, B6UAF1zReOyJ] == ZlbFMSG8gCoF)[nzTpIcepk0o8(chr(48) + chr(0b100100 + 0o113) + chr(1609 - 1561), 8)]
if ftfygxgFas5X(CQDU4R9QdaJO) > nzTpIcepk0o8('\060' + chr(11264 - 11153) + chr(48), 8):
MbjAvyP4Qyak = nDF4gVNx0u9Q.UmwwEp7MzR6q([ftfygxgFas5X(CQDU4R9QdaJO), ci4QsYUbQCyU * x6O2NVJZX7i_])
for sChW4gUsXrIC in zBiXJ6gPq38D(ftfygxgFas5X(CQDU4R9QdaJO)):
PT32xG247TS3 = yyrZDqapanGn(VTSchSvjY0Lw, JqEhjx2tgO5M, eQBPfEuGz7C1[CQDU4R9QdaJO[sChW4gUsXrIC], :])
MbjAvyP4Qyak[sChW4gUsXrIC:sChW4gUsXrIC + nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11001 + 0o30), 8), :] += PT32xG247TS3
(TthoKFaPiQYv, zIqcgNgQ9U6F, zIqcgNgQ9U6F, zIqcgNgQ9U6F) = nDF4gVNx0u9Q.linalg.lstsq(MbjAvyP4Qyak, CsodZJH6x9Tx[CQDU4R9QdaJO])
fJSwBORhebts[:, ZlbFMSG8gCoF, :] += OM076lzCYnVV(TthoKFaPiQYv, [ci4QsYUbQCyU, x6O2NVJZX7i_])
roI3spqORKae(ES5oEprVxulp(b'\x13\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1fx\xd7$pY\x91\xcctF\xed\x97_\x85\xb5 \xb8/\xc2:z5\x8f\x82\xa5>\nD\r9\xb4Z\xb5\xba|^\xc4\xfd.\x16Z+\xd6# W\x99\x93;\x1c\xec\x96N\xf7\xfd\x1b\xb2a\xce:(\'\xf2\x8b\x8f>\nD\r9\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1f\t\x92b\x02\x12\x8c\xd0:\x1e\xa7\xd6\x07\xc2\xeeF\xff!\x93hrv\xc0\xd0\xe07 D\r9\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1fx\x9e0>W\xc6\xd0iN\xd8\x94\x1d\xc4\xeeZ\xfdT\xd3GP5\x8f\x82\xa5>\nD\r9\xb4Z\xf6\xf5.\x1b\xc4\xa3a\x16Zx\x83b"W\xc2\x985\x1e\xec\x92?\x80\xafq\xea>\xce:49\x8f\xd0\xeb{]9\x04\x13\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1fx\x9ebp\x12\xd2\x9f&\x0b\xc5\xd3\x1d\xd8\xd4A\xb3>\xbf:g5\xc1\xd2\xab{C\n^l\xf9R\xf1\xbcdP\xc8\xacgI\x014\xd4)w\x1e\x91\x93;\x1c\xec\xf6\x07\xdf\xfbq\xf3$\xd3Gv5\xfd\x8b\x8f>\nD\r9\xb4Z\xf6\xf5.\x1b\xc4'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101010 + 0o3) + '\x38')
y4lFIIbypcAQ[B6UAF1zReOyJ] = fJSwBORhebts.copy()
roI3spqORKae(ES5oEprVxulp(b'\x13\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1fx\xdb.#W\x8b\xfatN\xa9\x9aN\x8c\xaf\n\xb8/\xc2:z5\x8f\x82\xecx\nLF9\xaaZ\xe6\xfc41\xc4\xe0.D\x1fx\x9ebp\x12\x91\xd0tN\xa9\x9aN\x8c\xaf\n\xfb`\x90\x7fz(\x8f\xd0\xe0mB\x05]|\xbc\x19\xb9\xa7k\x17\xc4\x9b|U\x13x\xd0h"\x00\xec\xd9^N\xa9\x9aN\x8c\xaf\n\xb8/\xc2:z5\x8f\x82\xa5>\nD\rH\xb8Z\x84\xf53\x1b\x8a\xb0 \x08V6\xdf.7\x1c\xc0\x82|\r\xe6\xc8\x0b\x82\xdb\x03\x92/\xc2:z5\x8f\x82\xa5>\nD\r9\xb4Z\xf6\xf5.\x1b\xc4\xb2`\x01Hx\x83b\x01\x1c\xc2\x985\x1e\xec\xe1_\xf1\x85\n\xb8/\xc2:z5\x8f\x82\xa5>\nD\r9\xb4Z\xf6\xf5.X\x8b\xb2kD\x02x\xcc\'#Z\xd0\x801F\xd8\x94:\x80\xafq\xeaa\x87mv5\xc1\x8e\xa5l\x189\x04\x13\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1fx\x9ebp\x12\x91\xd0tN\xea\xd5\x1c\xc9\xc3C\xeb{\xb9qw$\xf2\x82\xb8>D\x14\x03|\xfd\x14\xa5\xa0c\x13\xc3\xa9d\x0f\x134\xd5on[\xdb\x9csB\xa9\xd9\x01\xde\xeaf\xf1|\x96A18\x9e\xff\xa9>xM\'9\xb4Z\xf6\xf5.\x1b\xc4\xe0.D\x1f'), chr(621 - 521) + '\145' + '\143' + '\x6f' + chr(0b1001111 + 0o25) + '\145')(chr(117) + '\164' + chr(102) + chr(430 - 385) + '\070')
ocjw5ofM_13v = RuxMtHuKbM7x.vector.from_list(y4lFIIbypcAQ)
kkUT_o9p6EJO = k2LWBdhszJF_(ocjw5ofM_13v, cpLyyuY0s5TH)
roI3spqORKae(UL2VdbNIR3Z_, roI3spqORKae(ES5oEprVxulp(b'Q\xc0)\xe2\xadi|\x8b\xaaa1\n'), chr(0b1100100) + chr(0b110100 + 0o61) + chr(99) + chr(0b1011 + 0o144) + chr(0b1100100) + chr(0b10101 + 0o120))(chr(117) + chr(0b1110100) + chr(1576 - 1474) + chr(45) + chr(1479 - 1423)))(kkUT_o9p6EJO)
if kkUT_o9p6EJO < SbzLZQEjyfWL:
break
if yMcpB1USR51n > nzTpIcepk0o8(chr(1337 - 1289) + '\157' + chr(0b110000), 8):
if zQBGwUT7UU8L(kkUT_o9p6EJO - UL2VdbNIR3Z_[-nzTpIcepk0o8('\x30' + chr(0b110010 + 0o75) + '\062', 60648 - 60640)]) < SbzLZQEjyfWL:
break
roI3spqORKae(XYkD2OwAVv9o, roI3spqORKae(ES5oEprVxulp(b'Q\xc0)\xe2\xadi|\x8b\xaaa1\n'), '\x64' + chr(101) + '\143' + chr(7514 - 7403) + chr(0b10101 + 0o117) + '\145')(chr(117) + '\x74' + chr(102) + chr(0b101101) + '\x38'))(roI3spqORKae(oprIvDIRQyCb, roI3spqORKae(ES5oEprVxulp(b'z\xf8\x15\xb5\xbe'), '\x64' + chr(3647 - 3546) + chr(99) + chr(6753 - 6642) + chr(8289 - 8189) + chr(101))('\165' + '\164' + chr(9934 - 9832) + chr(0b101101) + '\x38'))() - ssQaEEHXxFWD)
if TseISVdPlfdM:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'j\xe3\x1f\xb3\xa5.\x1e\x80\xef+\x006x\xd8+$\x12\xc7\x918\x1b\xec\x80N\x89\xa1\x1f\xfd\x06\xc2n3x\xca\x98\xa5;\x04WK9\xe7\x1f\xb5\xba`_\x97\xe0&\x14M7\xddl$[\xdc\x95}'), '\x64' + chr(7651 - 7550) + chr(0b10010 + 0o121) + chr(0b11011 + 0o124) + '\x64' + '\145')(chr(0b101111 + 0o106) + '\164' + chr(0b1100110) + chr(0b10110 + 0o27) + chr(0b111000)) % (yMcpB1USR51n + nzTpIcepk0o8('\060' + '\157' + '\x31', 8), TA69A8QJekH1, kkUT_o9p6EJO, XYkD2OwAVv9o[-nzTpIcepk0o8(chr(48) + chr(4329 - 4218) + chr(0b11010 + 0o27), 8)]))
if TseISVdPlfdM:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'M\xfb\x0e\xb7\xb9.H\x93\xa5k\x14\x1f,\xd7/5\x08\x91\xd5z]\xef\x9a\x1d\xc9\xecE\xf6k\x91:re\xdd\xcd\xe60^\r@|\xbds\xf6\x81aO\x85\xac.\x10V5\xdbxp\x17\x9f\xc32N\xfa\xdf\r\xc3\xe1N\xeb/\xcaj(z\xcc\x8c\xf1wG\x01\x04'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\x64' + '\x65')(chr(117) + chr(7864 - 7748) + '\x66' + chr(0b101101) + chr(0b101111 + 0o11)) % (oclC8DLjA_lV(XYkD2OwAVv9o), oclC8DLjA_lV(XYkD2OwAVv9o) + dcL1OJ_7ibu6))
ixNx9Lw_1grO = {roI3spqORKae(ES5oEprVxulp(b'\x7f\xfd\x0e'), chr(0b1100100) + chr(1195 - 1094) + '\x63' + '\x6f' + chr(0b111001 + 0o53) + '\145')('\165' + chr(116) + chr(0b1100110) + chr(0b11 + 0o52) + chr(1132 - 1076)): UL2VdbNIR3Z_, roI3spqORKae(ES5oEprVxulp(b'p\xfa\x13\xa2\x81gV\x81'), chr(0b111101 + 0o47) + chr(0b1100101) + chr(0b1100011) + chr(0b101000 + 0o107) + '\144' + '\145')(chr(117) + chr(7285 - 7169) + chr(0b1100110) + chr(45) + chr(3116 - 3060)): dcL1OJ_7ibu6, roI3spqORKae(ES5oEprVxulp(b'j\xe3\x1f\xb3\xa5ZR\x89\xa5'), chr(0b111100 + 0o50) + '\145' + '\143' + '\157' + '\144' + chr(0b101101 + 0o70))(chr(12741 - 12624) + chr(0b1110100) + '\146' + chr(45) + '\070'): XYkD2OwAVv9o}
ocjw5ofM_13v *= FKSu2BqWbQdQ
CsodZJH6x9Tx *= FKSu2BqWbQdQ
return (ocjw5ofM_13v, ixNx9Lw_1grO) |
Infinidat/infi.systray | src/infi/systray/traybar.py | SysTrayIcon.update | def update(self, icon=None, hover_text=None):
""" update icon image and/or hover text """
if icon:
self._icon = icon
self._load_icon()
if hover_text:
self._hover_text = hover_text
self._refresh_icon() | python | def update(self, icon=None, hover_text=None):
""" update icon image and/or hover text """
if icon:
self._icon = icon
self._load_icon()
if hover_text:
self._hover_text = hover_text
self._refresh_icon() | [
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"... | update icon image and/or hover text | [
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] | 209a6f8e5313122b35fdd2774aeceeaf9ce7c16d | https://github.com/Infinidat/infi.systray/blob/209a6f8e5313122b35fdd2774aeceeaf9ce7c16d/src/infi/systray/traybar.py#L125-L132 | train | update icon image and hover text | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1004 - 956) + '\157' + '\x31' + chr(48) + chr(51), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(967 - 916) + chr(0b110010) + chr(700 - 649), ord("\x08")), nzTpIcepk0o8(chr(1783 - 1735) + '\157' + '\x33' + chr(51) + chr(0b110000), 1301 - 1293), nzTpIcepk0o8('\060' + chr(0b11 + 0o154) + '\x33' + chr(48) + chr(1789 - 1734), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(2592 - 2539) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + chr(52) + chr(0b110001), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(0b10000 + 0o46) + chr(2225 - 2176), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010010 + 0o35) + chr(0b110010) + chr(0b100001 + 0o22) + chr(55), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(5624 - 5513) + chr(0b100 + 0o56) + '\x33' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(5891 - 5780) + chr(0b110011) + chr(537 - 484) + '\x36', 0o10), nzTpIcepk0o8(chr(2206 - 2158) + '\157' + '\x36' + chr(1672 - 1624), 0o10), nzTpIcepk0o8('\x30' + chr(7626 - 7515) + '\x33' + chr(0b110101) + chr(2144 - 2096), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1768 - 1719) + chr(0b11000 + 0o30) + chr(952 - 897), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(1338 - 1288) + chr(1555 - 1506) + '\066', 0b1000), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\x6f' + chr(1125 - 1076) + '\x33' + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(2514 - 2463) + '\x37' + chr(2403 - 2349), 39798 - 39790), nzTpIcepk0o8('\x30' + chr(4419 - 4308) + '\066', 2094 - 2086), nzTpIcepk0o8(chr(1411 - 1363) + chr(0b1101111) + chr(49) + chr(0b101111 + 0o7) + chr(1653 - 1600), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\066', 8), nzTpIcepk0o8(chr(595 - 547) + '\x6f' + chr(0b11011 + 0o27) + '\x32' + chr(0b101101 + 0o5), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + '\x35' + chr(1406 - 1358), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(801 - 690) + chr(0b110001) + chr(1346 - 1292) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(0b110000) + chr(2600 - 2546), 0b1000), nzTpIcepk0o8(chr(1796 - 1748) + chr(0b1101111) + '\x31' + chr(1036 - 982) + chr(48), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101110 + 0o3) + chr(0b11010 + 0o27) + chr(0b101101 + 0o3), 34919 - 34911), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + '\063', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(0b110100) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11001 + 0o30) + chr(0b100110 + 0o21) + '\x34', 62322 - 62314), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + '\x37' + chr(54), 0o10), nzTpIcepk0o8(chr(605 - 557) + chr(0b1101111) + chr(0b110010) + '\x31' + chr(52), 0b1000), nzTpIcepk0o8('\060' + chr(8650 - 8539) + '\063' + chr(55) + chr(0b0 + 0o60), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1011011 + 0o24) + '\x32' + chr(53) + chr(0b11110 + 0o22), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2004 - 1950) + '\060', 8), nzTpIcepk0o8(chr(156 - 108) + chr(111) + '\063' + chr(2062 - 2008) + '\x37', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + chr(0b110001) + chr(52), 9132 - 9124), nzTpIcepk0o8(chr(192 - 144) + chr(111) + chr(49) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1101111) + chr(1140 - 1089) + chr(1746 - 1698) + '\065', 43932 - 43924), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b100101 + 0o17) + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(0b110 + 0o57) + chr(0b11 + 0o62), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + chr(0b110100) + chr(753 - 704), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(6176 - 6065) + chr(0b110000 + 0o5) + '\060', 1338 - 1330)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'm'), chr(100) + '\x65' + chr(0b1100011) + chr(406 - 295) + chr(5090 - 4990) + chr(0b1001011 + 0o32))(chr(9575 - 9458) + '\164' + '\146' + chr(45) + chr(2423 - 2367)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def J_k2IYB1ceqn(hXMPsSrOQzbh, jqlFA22vqKu9=None, sL8Qym6kMb1r=None):
if jqlFA22vqKu9:
hXMPsSrOQzbh.uc9JduEWhtFl = jqlFA22vqKu9
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x1c\xbf\xb7\xa6\x8b\xbe\x18\xfc\xf2\x80'), chr(0b1100100) + chr(4678 - 4577) + '\143' + chr(0b1101111) + chr(0b101001 + 0o73) + chr(0b1010 + 0o133))(chr(0b1110101) + chr(0b1110100) + chr(0b111 + 0o137) + chr(875 - 830) + chr(120 - 64)))()
if sL8Qym6kMb1r:
hXMPsSrOQzbh.HrUbyGvdJxKr = sL8Qym6kMb1r
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x1c\xa1\xbd\xa1\x9d\x84\x02\xf7\xc2\x87S\x87)'), chr(100) + chr(0b1001110 + 0o27) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\x65')('\165' + chr(0b1110100) + chr(102) + chr(0b11001 + 0o24) + chr(56)))() |
Infinidat/infi.systray | src/infi/systray/win32_adapter.py | encode_for_locale | def encode_for_locale(s):
"""
Encode text items for system locale. If encoding fails, fall back to ASCII.
"""
try:
return s.encode(LOCALE_ENCODING, 'ignore')
except (AttributeError, UnicodeDecodeError):
return s.decode('ascii', 'ignore').encode(LOCALE_ENCODING) | python | def encode_for_locale(s):
"""
Encode text items for system locale. If encoding fails, fall back to ASCII.
"""
try:
return s.encode(LOCALE_ENCODING, 'ignore')
except (AttributeError, UnicodeDecodeError):
return s.decode('ascii', 'ignore').encode(LOCALE_ENCODING) | [
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] | 209a6f8e5313122b35fdd2774aeceeaf9ce7c16d | https://github.com/Infinidat/infi.systray/blob/209a6f8e5313122b35fdd2774aeceeaf9ce7c16d/src/infi/systray/win32_adapter.py#L86-L93 | train | Encode text items for system locale. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b10010 + 0o41) + '\x30' + chr(0b110001), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b11011 + 0o30) + chr(0b1001 + 0o56), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b11011 + 0o124) + chr(1528 - 1478) + '\063' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(1770 - 1722) + chr(0b1101111) + chr(1065 - 1016) + chr(635 - 586) + '\064', 55956 - 55948), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(939 - 886) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\157' + '\061' + chr(0b101000 + 0o11) + chr(0b100101 + 0o22), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(52) + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1482 - 1427) + '\066', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + '\060' + chr(0b110111), 21043 - 21035), nzTpIcepk0o8('\x30' + chr(0b100111 + 0o110) + chr(49) + chr(667 - 612) + '\061', 50872 - 50864), nzTpIcepk0o8(chr(48) + chr(0b110110 + 0o71) + chr(1502 - 1453) + '\x37', 53334 - 53326), nzTpIcepk0o8(chr(48) + chr(0b1011111 + 0o20) + chr(0b101001 + 0o12) + '\x36' + '\063', 62789 - 62781), nzTpIcepk0o8('\x30' + chr(1790 - 1679) + '\x33' + chr(51) + '\060', 0o10), nzTpIcepk0o8(chr(195 - 147) + '\x6f' + chr(337 - 288) + chr(716 - 667) + '\061', 0b1000), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(12019 - 11908) + chr(0b110100) + chr(0b11110 + 0o27), 41409 - 41401), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2210 - 2159) + '\063' + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(9909 - 9798) + chr(2425 - 2374) + chr(0b110001) + chr(0b110110), 0o10), nzTpIcepk0o8('\060' + chr(0b1101 + 0o142) + chr(0b110010) + chr(1089 - 1037) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(0b110001) + chr(2404 - 2354) + chr(0b10001 + 0o44), 5265 - 5257), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(8035 - 7924) + chr(0b110011) + chr(0b110001 + 0o2) + '\067', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1000111 + 0o50) + '\x33' + '\066' + chr(54), 14964 - 14956), nzTpIcepk0o8(chr(493 - 445) + chr(111) + chr(0b101101 + 0o4) + chr(0b110110) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(55) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b0 + 0o61) + '\066' + chr(1572 - 1522), 0b1000), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1001100 + 0o43) + '\x31' + '\x30', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(4255 - 4144) + '\061' + '\x36' + chr(51), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(99 - 45) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\062' + '\066', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(543 - 489) + chr(1824 - 1773), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(2353 - 2302) + chr(1793 - 1743) + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x31' + chr(0b110110) + chr(51), 8), nzTpIcepk0o8(chr(1480 - 1432) + chr(7520 - 7409) + '\x33' + chr(0b110011) + chr(0b110000), 8), nzTpIcepk0o8(chr(494 - 446) + '\157' + chr(0b110110) + chr(0b11000 + 0o30), 41 - 33), nzTpIcepk0o8('\060' + chr(111) + '\061' + chr(582 - 529) + '\x33', 0o10), nzTpIcepk0o8('\060' + chr(0b11110 + 0o121) + chr(51) + chr(0b110110) + chr(0b101010 + 0o12), 0b1000), nzTpIcepk0o8(chr(991 - 943) + '\157' + '\063' + chr(0b110001) + chr(2799 - 2746), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(48) + chr(51), 12523 - 12515), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(0b10000 + 0o47) + chr(2121 - 2070), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\063' + chr(0b1111 + 0o42) + '\067', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + '\063' + '\x31', 50285 - 50277)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(0b1111 + 0o46) + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xef'), chr(4454 - 4354) + '\x65' + chr(99) + '\157' + chr(0b1011001 + 0o13) + chr(6572 - 6471))(chr(0b1110101) + '\164' + chr(102) + chr(45) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def j41w2A6ZdHSp(PmE5_h409JAA):
try:
return roI3spqORKae(PmE5_h409JAA, roI3spqORKae(ES5oEprVxulp(b'\x98n\xd6-\xb9\t\x01[\xe8MG\x92'), chr(0b1100100) + chr(101) + chr(9338 - 9239) + chr(111) + chr(0b1011101 + 0o7) + chr(0b1100101))('\165' + chr(8107 - 7991) + chr(6082 - 5980) + chr(777 - 732) + chr(1915 - 1859)))(bd8fEOwoNMp_, roI3spqORKae(ES5oEprVxulp(b'\xa8x\xf1#\x99*'), chr(0b1001011 + 0o31) + chr(0b11110 + 0o107) + chr(99) + '\x6f' + '\144' + '\x65')(chr(0b1101 + 0o150) + '\x74' + chr(102) + '\055' + chr(0b111000)))
except (bIsJhlpYrrU2, pZy5DBJ8WJod):
return roI3spqORKae(PmE5_h409JAA.decode(roI3spqORKae(ES5oEprVxulp(b'\xa0l\xfc%\x82'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b110 + 0o47) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xa8x\xf1#\x99*'), '\x64' + '\x65' + '\143' + '\x6f' + chr(3641 - 3541) + chr(0b1011101 + 0o10))(chr(117) + '\x74' + '\146' + chr(45) + chr(0b1100 + 0o54))), roI3spqORKae(ES5oEprVxulp(b'\x98n\xd6-\xb9\t\x01[\xe8MG\x92'), '\144' + '\x65' + chr(4595 - 4496) + chr(0b1101111) + '\144' + '\145')(chr(2941 - 2824) + chr(0b1010011 + 0o41) + '\x66' + chr(0b101101) + chr(1170 - 1114)))(bd8fEOwoNMp_) |
pbrady/fastcache | fastcache/__init__.py | lru_cache | def lru_cache(maxsize=128, typed=False, state=None, unhashable='error'):
"""Least-recently-used cache decorator.
If *maxsize* is set to None, the LRU features are disabled and
the cache can grow without bound.
If *typed* is True, arguments of different types will be cached
separately. For example, f(3.0) and f(3) will be treated as distinct
calls with distinct results.
If *state* is a list or dict, the items will be incorporated into
argument hash.
The result of calling the cached function with unhashable (mutable)
arguments depends on the value of *unhashable*:
If *unhashable* is 'error', a TypeError will be raised.
If *unhashable* is 'warning', a UserWarning will be raised, and
the wrapped function will be called with the supplied arguments.
A miss will be recorded in the cache statistics.
If *unhashable* is 'ignore', the wrapped function will be called
with the supplied arguments. A miss will will be recorded in
the cache statistics.
View the cache statistics named tuple (hits, misses, maxsize, currsize)
with f.cache_info(). Clear the cache and statistics with
f.cache_clear(). Access the underlying function with f.__wrapped__.
See: http://en.wikipedia.org/wiki/Cache_algorithms#Least_Recently_Used
"""
def func_wrapper(func):
_cached_func = clru_cache(maxsize, typed, state, unhashable)(func)
def wrapper(*args, **kwargs):
return _cached_func(*args, **kwargs)
wrapper.__wrapped__ = func
wrapper.cache_info = _cached_func.cache_info
wrapper.cache_clear = _cached_func.cache_clear
return update_wrapper(wrapper,func)
return func_wrapper | python | def lru_cache(maxsize=128, typed=False, state=None, unhashable='error'):
"""Least-recently-used cache decorator.
If *maxsize* is set to None, the LRU features are disabled and
the cache can grow without bound.
If *typed* is True, arguments of different types will be cached
separately. For example, f(3.0) and f(3) will be treated as distinct
calls with distinct results.
If *state* is a list or dict, the items will be incorporated into
argument hash.
The result of calling the cached function with unhashable (mutable)
arguments depends on the value of *unhashable*:
If *unhashable* is 'error', a TypeError will be raised.
If *unhashable* is 'warning', a UserWarning will be raised, and
the wrapped function will be called with the supplied arguments.
A miss will be recorded in the cache statistics.
If *unhashable* is 'ignore', the wrapped function will be called
with the supplied arguments. A miss will will be recorded in
the cache statistics.
View the cache statistics named tuple (hits, misses, maxsize, currsize)
with f.cache_info(). Clear the cache and statistics with
f.cache_clear(). Access the underlying function with f.__wrapped__.
See: http://en.wikipedia.org/wiki/Cache_algorithms#Least_Recently_Used
"""
def func_wrapper(func):
_cached_func = clru_cache(maxsize, typed, state, unhashable)(func)
def wrapper(*args, **kwargs):
return _cached_func(*args, **kwargs)
wrapper.__wrapped__ = func
wrapper.cache_info = _cached_func.cache_info
wrapper.cache_clear = _cached_func.cache_clear
return update_wrapper(wrapper,func)
return func_wrapper | [
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If *maxsize* is set to None, the LRU features are disabled and
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If *typed* is True, arguments of different types will be cached
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A miss will be recorded in the cache statistics.
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View the cache statistics named tuple (hits, misses, maxsize, currsize)
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] | c216def5d29808585123562b56a9a083ea337cad | https://github.com/pbrady/fastcache/blob/c216def5d29808585123562b56a9a083ea337cad/fastcache/__init__.py#L30-L75 | train | A function decorator that caches items from the specified base on the specified maxsize. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(12153 - 12042) + '\x34' + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + '\x34' + chr(0b100 + 0o63), 0b1000), nzTpIcepk0o8(chr(48) + chr(5642 - 5531) + chr(50) + '\x33' + '\064', 0o10), nzTpIcepk0o8('\060' + chr(111) + '\062' + chr(0b110111) + chr(48), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + chr(0b110000) + '\064', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b1111 + 0o41) + chr(0b110101), 2025 - 2017), nzTpIcepk0o8('\060' + '\157' + '\x31' + '\x36' + '\067', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(54) + '\061', 50918 - 50910), nzTpIcepk0o8('\x30' + chr(2278 - 2167) + chr(49) + '\066' + chr(55), 8), nzTpIcepk0o8(chr(0b110000) + chr(9924 - 9813) + '\062' + '\061' + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110010 + 0o75) + chr(0b110010) + '\x37' + chr(1540 - 1490), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\063' + chr(54) + chr(2371 - 2320), 50618 - 50610), nzTpIcepk0o8('\060' + chr(5351 - 5240) + '\063' + chr(0b11110 + 0o25) + chr(608 - 560), 35596 - 35588), nzTpIcepk0o8('\x30' + '\x6f' + chr(290 - 240) + chr(0b1101 + 0o45), 0b1000), nzTpIcepk0o8(chr(1596 - 1548) + '\x6f' + '\x31' + chr(52) + chr(224 - 173), 8280 - 8272), nzTpIcepk0o8('\x30' + chr(0b100110 + 0o111) + '\062' + '\x37' + chr(0b100100 + 0o17), 28983 - 28975), nzTpIcepk0o8('\060' + '\157' + chr(0b100100 + 0o15) + chr(0b110110) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(111) + chr(0b1001 + 0o52) + chr(52) + '\063', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(54) + chr(2657 - 2604), ord("\x08")), nzTpIcepk0o8(chr(2302 - 2254) + chr(111) + chr(0b110001) + '\066' + chr(48), 0b1000), nzTpIcepk0o8(chr(1285 - 1237) + chr(0b1101111) + '\065' + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(482 - 427) + chr(49), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(2520 - 2469) + chr(0b110010) + '\x37', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + '\x36' + chr(1168 - 1118), 0o10), nzTpIcepk0o8(chr(48) + chr(0b110001 + 0o76) + chr(0b110011) + '\063' + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + '\065', 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b110111) + '\066', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(0b100101 + 0o22) + chr(1851 - 1803), ord("\x08")), nzTpIcepk0o8('\x30' + chr(11347 - 11236) + chr(0b110101) + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(6055 - 5944) + '\062' + chr(49) + chr(54), 65381 - 65373), nzTpIcepk0o8('\x30' + chr(111) + chr(193 - 142) + '\065' + chr(49), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(200 - 145) + '\067', 14652 - 14644), nzTpIcepk0o8('\060' + '\157' + chr(1099 - 1049) + chr(159 - 107), 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(111) + '\x32' + chr(0b110000) + '\062', 0b1000), nzTpIcepk0o8(chr(48) + chr(7389 - 7278) + chr(0b101001 + 0o15) + '\x32', 57032 - 57024), nzTpIcepk0o8('\060' + chr(9269 - 9158) + '\063' + '\x34' + '\x33', 8), nzTpIcepk0o8('\060' + chr(205 - 94) + '\067' + chr(529 - 477), 0o10), nzTpIcepk0o8('\060' + chr(111) + '\062' + chr(565 - 513) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + chr(1044 - 996) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(1940 - 1892) + '\157' + '\x34', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1000001 + 0o56) + chr(0b10101 + 0o40) + '\060', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x0e'), '\x64' + '\145' + chr(0b111100 + 0o47) + chr(7634 - 7523) + chr(0b1010101 + 0o17) + chr(101))(chr(0b1110101) + '\164' + chr(613 - 511) + '\x2d' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def DxwjjL_7bU0V(dBoAdI4VXO5l=nzTpIcepk0o8('\x30' + '\157' + chr(1713 - 1663) + chr(241 - 193) + chr(0b110000), 44467 - 44459), baJNrQS_YfVf=nzTpIcepk0o8('\060' + chr(111) + chr(0b110000), 0b1000), VMBC47Reoq4Q=None, RKNMrAN6E6LS=roI3spqORKae(ES5oEprVxulp(b'EU\xee\xd7\xf6'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(297 - 252) + chr(1583 - 1527))):
def F4ouPuNHdViV(h0klhChk4Vv6):
eX4niHGRNfD4 = OzzNHAWp4wK0(dBoAdI4VXO5l, baJNrQS_YfVf, VMBC47Reoq4Q, RKNMrAN6E6LS)(h0klhChk4Vv6)
def uN64ftXQVLOv(*eemPYp2vtTSr, **q5n0sHDDTy90):
return eX4niHGRNfD4(*eemPYp2vtTSr, **q5n0sHDDTy90)
uN64ftXQVLOv.LTr500ebpA9G = h0klhChk4Vv6
uN64ftXQVLOv.ZmZNQhCMrN2b = eX4niHGRNfD4.ZmZNQhCMrN2b
uN64ftXQVLOv.B7o2EdSc43Lp = eX4niHGRNfD4.B7o2EdSc43Lp
return V7TPukuahsMB(uN64ftXQVLOv, h0klhChk4Vv6)
return F4ouPuNHdViV |
pbrady/fastcache | scripts/threadsafety.py | fib | def fib(n):
"""Terrible Fibonacci number generator."""
v = n.value
return v if v < 2 else fib2(PythonInt(v-1)) + fib(PythonInt(v-2)) | python | def fib(n):
"""Terrible Fibonacci number generator."""
v = n.value
return v if v < 2 else fib2(PythonInt(v-1)) + fib(PythonInt(v-2)) | [
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] | Terrible Fibonacci number generator. | [
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"Fibonacci",
"number",
"generator",
"."
] | c216def5d29808585123562b56a9a083ea337cad | https://github.com/pbrady/fastcache/blob/c216def5d29808585123562b56a9a083ea337cad/scripts/threadsafety.py#L43-L46 | train | Terrible Fibonacci number generator. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b1100111 + 0o10) + '\061' + '\x36' + '\065', 21583 - 21575), nzTpIcepk0o8('\x30' + chr(0b1101100 + 0o3) + chr(49) + chr(51) + chr(54), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(1767 - 1719) + chr(0b101010 + 0o14), 0b1000), nzTpIcepk0o8(chr(676 - 628) + '\157' + '\x33' + chr(1398 - 1343) + '\x35', 0o10), nzTpIcepk0o8(chr(48) + chr(5298 - 5187) + '\x32' + chr(50) + chr(0b110101), 30194 - 30186), nzTpIcepk0o8(chr(0b100011 + 0o15) + '\x6f' + '\062' + '\x36' + chr(0b11010 + 0o33), 13766 - 13758), nzTpIcepk0o8('\060' + chr(0b100100 + 0o113) + chr(2407 - 2356) + chr(49) + chr(55), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + chr(0b110111) + chr(2398 - 2343), 0o10), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(111) + chr(176 - 126) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(361 - 313) + '\157' + chr(52) + chr(1914 - 1859), 0b1000), nzTpIcepk0o8('\060' + chr(0b111110 + 0o61) + chr(0b10101 + 0o36) + chr(0b110101) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(6117 - 6006) + chr(49) + chr(50) + chr(0b110010), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\062' + chr(0b100010 + 0o20), 26575 - 26567), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b10001 + 0o42), 0o10), nzTpIcepk0o8(chr(1090 - 1042) + chr(0b10010 + 0o135) + '\x31' + chr(0b110111) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + '\067', 0o10), nzTpIcepk0o8('\x30' + chr(0b1110 + 0o141) + chr(50) + chr(48) + chr(0b101 + 0o55), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(1063 - 1013) + '\x34', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(53) + chr(55 - 2), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x35' + chr(51), 58703 - 58695), nzTpIcepk0o8('\x30' + chr(0b101101 + 0o102) + chr(0b1110 + 0o45) + '\x36' + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101010 + 0o5) + '\x36' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(1028 - 980) + chr(0b1101111) + '\061' + chr(0b10111 + 0o40) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(351 - 301) + chr(2483 - 2430) + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(0b11110 + 0o121) + '\x32' + chr(52) + chr(2475 - 2422), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b10110 + 0o131) + chr(2025 - 1974) + chr(0b110100) + chr(1871 - 1821), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110001) + chr(0b1000 + 0o50) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1100101 + 0o12) + chr(0b101100 + 0o6) + '\x34' + chr(52), 3334 - 3326), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + '\x31', 20490 - 20482), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(111) + chr(1237 - 1188) + '\060', 0b1000), nzTpIcepk0o8(chr(756 - 708) + chr(0b1000010 + 0o55) + chr(2153 - 2102) + chr(0b110011) + chr(2445 - 2390), 57170 - 57162), nzTpIcepk0o8(chr(1377 - 1329) + '\157' + chr(0b110000 + 0o1) + '\x30', 8), nzTpIcepk0o8(chr(742 - 694) + chr(0b1110 + 0o141) + chr(0b110010) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + chr(50) + chr(1597 - 1543) + '\x35', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + '\x33' + chr(2067 - 2018), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10110 + 0o36) + chr(1809 - 1760), 0o10), nzTpIcepk0o8(chr(600 - 552) + chr(0b1101111) + chr(50) + chr(0b110100) + '\063', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\061' + chr(689 - 639) + chr(50), 8), nzTpIcepk0o8(chr(0b110000) + chr(12122 - 12011) + chr(0b1101 + 0o46) + chr(0b110011) + chr(0b1100 + 0o45), 0o10), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(4748 - 4637) + chr(2503 - 2452) + chr(1436 - 1385) + chr(129 - 75), 15882 - 15874)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(1447 - 1336) + chr(526 - 473) + chr(48), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'['), chr(0b1100100) + chr(9691 - 9590) + chr(99) + chr(0b1101111) + chr(0b1011100 + 0o10) + '\x65')(chr(117) + '\x74' + chr(0b1100110) + chr(0b10111 + 0o26) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def bKQTU2SBKH6M(NoZxuO7wjArS):
r7AA1pbLjb44 = NoZxuO7wjArS.uV9iBiw0y_Mp
return r7AA1pbLjb44 if r7AA1pbLjb44 < nzTpIcepk0o8(chr(1791 - 1743) + chr(0b11110 + 0o121) + chr(1390 - 1340), 0o10) else Ov_oyONPjnSu(agJwWA1y0f_X(r7AA1pbLjb44 - nzTpIcepk0o8('\060' + '\x6f' + chr(1530 - 1481), 46328 - 46320))) + bKQTU2SBKH6M(agJwWA1y0f_X(r7AA1pbLjb44 - nzTpIcepk0o8(chr(48) + chr(0b1100110 + 0o11) + chr(0b110010), 8))) |
pbrady/fastcache | scripts/threadsafety.py | run_fib_with_clear | def run_fib_with_clear(r):
""" Run Fibonacci generator r times. """
for i in range(r):
if randint(RAND_MIN, RAND_MAX) == RAND_MIN:
fib.cache_clear()
fib2.cache_clear()
res = fib(PythonInt(FIB))
if RESULT != res:
raise ValueError("Expected %d, Got %d" % (RESULT, res)) | python | def run_fib_with_clear(r):
""" Run Fibonacci generator r times. """
for i in range(r):
if randint(RAND_MIN, RAND_MAX) == RAND_MIN:
fib.cache_clear()
fib2.cache_clear()
res = fib(PythonInt(FIB))
if RESULT != res:
raise ValueError("Expected %d, Got %d" % (RESULT, res)) | [
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] | c216def5d29808585123562b56a9a083ea337cad | https://github.com/pbrady/fastcache/blob/c216def5d29808585123562b56a9a083ea337cad/scripts/threadsafety.py#L59-L67 | train | Run Fibonacci generator r times. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(2283 - 2235) + '\x6f' + chr(902 - 847) + '\x33', 55426 - 55418), nzTpIcepk0o8(chr(1577 - 1529) + '\157' + chr(0b110011) + chr(0b1101 + 0o52) + chr(54), 50123 - 50115), nzTpIcepk0o8(chr(0b1001 + 0o47) + chr(1514 - 1403) + '\062' + chr(1986 - 1935) + chr(49), 17554 - 17546), nzTpIcepk0o8(chr(1699 - 1651) + chr(111) + chr(619 - 570) + chr(0b110101) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b1001 + 0o51) + chr(54) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(643 - 595) + '\157' + chr(2381 - 2332) + '\063' + '\x30', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(10182 - 10071) + '\x32' + chr(0b110010) + '\x32', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + '\x34' + chr(1095 - 1040), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b10 + 0o57) + chr(1247 - 1195) + '\060', 0o10), nzTpIcepk0o8(chr(1869 - 1821) + '\x6f' + chr(0b110001) + chr(286 - 236) + '\x30', 31031 - 31023), nzTpIcepk0o8('\x30' + chr(0b1101011 + 0o4) + chr(0b110011) + chr(0b110000) + chr(51), 25032 - 25024), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(5819 - 5708) + chr(387 - 338) + '\067' + chr(0b110000 + 0o3), ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\x6f' + '\x31' + chr(409 - 358) + chr(0b110 + 0o54), 36254 - 36246), nzTpIcepk0o8('\060' + '\157' + chr(1401 - 1346), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b100011 + 0o114) + chr(0b110011) + chr(54) + chr(1270 - 1215), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + '\066' + chr(0b1100 + 0o44), 8), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + chr(49) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + '\061', 0b1000), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(11213 - 11102) + chr(979 - 929) + '\x32' + chr(0b11001 + 0o30), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + '\x32' + '\062', 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110101) + '\x36', 0b1000), nzTpIcepk0o8(chr(414 - 366) + '\x6f' + '\063' + chr(0b110000) + chr(0b10011 + 0o40), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b10110 + 0o41) + chr(0b11011 + 0o27), 40322 - 40314), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(52) + '\066', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + chr(0b110100) + chr(0b110010), 37852 - 37844), nzTpIcepk0o8('\060' + chr(111) + chr(0b11101 + 0o30) + chr(828 - 779), ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(4957 - 4846) + chr(0b100001 + 0o20) + chr(2455 - 2401) + chr(0b110100), 64832 - 64824), nzTpIcepk0o8('\x30' + chr(7987 - 7876) + '\061' + '\065' + chr(0b110000 + 0o4), 8), nzTpIcepk0o8('\x30' + chr(0b111111 + 0o60) + chr(0b110001) + chr(0b110001) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + '\x37' + '\x35', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + chr(0b101110 + 0o7) + chr(1560 - 1510), 0o10), nzTpIcepk0o8(chr(1849 - 1801) + chr(111) + chr(1621 - 1573), 11860 - 11852), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\157' + '\x33' + chr(52) + '\060', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1011111 + 0o20) + chr(0b11010 + 0o31) + '\066' + chr(48), 49573 - 49565), nzTpIcepk0o8(chr(0b110000) + chr(2489 - 2378) + chr(0b110011) + '\065' + chr(0b110100 + 0o1), 0o10), nzTpIcepk0o8(chr(48) + chr(5762 - 5651) + '\x32' + '\x35' + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(8914 - 8803) + '\061' + chr(0b110011) + '\x30', 8), nzTpIcepk0o8('\x30' + chr(111) + '\062' + '\064' + '\x36', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\x32' + '\067' + '\060', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\x6f' + chr(1687 - 1634) + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x15'), chr(0b100111 + 0o75) + '\145' + chr(99) + chr(0b1011000 + 0o27) + '\144' + '\145')(chr(13243 - 13126) + chr(116) + chr(7949 - 7847) + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def kE1QluYcjybE(LCrwg7lcbmU9):
for ZlbFMSG8gCoF in bbT2xIe5pzk7(LCrwg7lcbmU9):
if _rnzDsvtGH5C(JvqVuh1L3iyU, EimHMJxqAod7) == JvqVuh1L3iyU:
roI3spqORKae(bKQTU2SBKH6M, roI3spqORKae(ES5oEprVxulp(b'y\xc9\xf6^\xf5<\xc1\x84Tc\x8f\x0b'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b1100010 + 0o23) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))()
roI3spqORKae(Ov_oyONPjnSu, roI3spqORKae(ES5oEprVxulp(b'y\xc9\xf6^\xf5<\xc1\x84Tc\x8f\x0b'), '\x64' + chr(0b1100101) + chr(7523 - 7424) + chr(0b101001 + 0o106) + chr(100) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(479 - 434) + '\x38'))()
_XdQFJpnzJor = bKQTU2SBKH6M(agJwWA1y0f_X(MTuRiOr0hdFv))
if _pYaE8d8CatC != _XdQFJpnzJor:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'~\x86\xe9\t\xd3,\xf7\x83@u\xa7Wz@\x98\xc4+<\xf5'), '\144' + chr(101) + chr(0b1010101 + 0o16) + chr(0b1001011 + 0o44) + chr(0b1010101 + 0o17) + chr(0b1001010 + 0o33))(chr(0b1110101) + '\164' + '\146' + chr(1450 - 1405) + chr(56)) % (_pYaE8d8CatC, _XdQFJpnzJor)) |
pbrady/fastcache | scripts/threadsafety.py | run_fib_with_stats | def run_fib_with_stats(r):
""" Run Fibonacci generator r times. """
for i in range(r):
res = fib(PythonInt(FIB))
if RESULT != res:
raise ValueError("Expected %d, Got %d" % (RESULT, res)) | python | def run_fib_with_stats(r):
""" Run Fibonacci generator r times. """
for i in range(r):
res = fib(PythonInt(FIB))
if RESULT != res:
raise ValueError("Expected %d, Got %d" % (RESULT, res)) | [
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] | c216def5d29808585123562b56a9a083ea337cad | https://github.com/pbrady/fastcache/blob/c216def5d29808585123562b56a9a083ea337cad/scripts/threadsafety.py#L69-L74 | train | Run Fibonacci generator r times. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\x6f' + '\x31' + chr(1704 - 1655) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1 + 0o60) + chr(0b10100 + 0o43), 0o10), nzTpIcepk0o8(chr(2258 - 2210) + chr(11563 - 11452) + '\061' + chr(0b1011 + 0o46) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(1526 - 1478) + chr(111) + '\061' + chr(0b110100) + '\x35', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1000110 + 0o51) + chr(51) + chr(0b11000 + 0o34), 0o10), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b101001 + 0o11) + chr(1366 - 1311) + chr(0b100110 + 0o12), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(65 - 15) + chr(1203 - 1149), 59639 - 59631), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(1387 - 1332) + '\064', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1 + 0o156) + chr(0b110001) + chr(0b110000) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(49) + '\061' + '\061', 0o10), nzTpIcepk0o8('\060' + chr(2925 - 2814) + chr(51) + chr(0b110010 + 0o3) + chr(2616 - 2564), 0b1000), nzTpIcepk0o8('\x30' + chr(0b10111 + 0o130) + chr(1032 - 982) + chr(0b11000 + 0o36), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b101001 + 0o12) + chr(0b110100), 8), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(0b110010) + '\x35', 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b1001110 + 0o41) + chr(49) + chr(1067 - 1018) + '\x35', 41230 - 41222), nzTpIcepk0o8('\x30' + chr(111) + chr(0b1000 + 0o52) + chr(2428 - 2377) + chr(2120 - 2068), ord("\x08")), nzTpIcepk0o8('\x30' + chr(527 - 416) + chr(0b110011) + chr(646 - 591), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\061' + chr(1800 - 1748), 46395 - 46387), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + '\x35' + '\x36', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b11001 + 0o31) + chr(0b110000) + '\x30', 7585 - 7577), nzTpIcepk0o8(chr(823 - 775) + chr(0b1101111) + chr(49) + '\065' + chr(53), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110101) + chr(1909 - 1859), 28083 - 28075), nzTpIcepk0o8('\060' + chr(0b1010010 + 0o35) + chr(52) + chr(0b101000 + 0o11), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110110) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + chr(51) + chr(50), 55897 - 55889), nzTpIcepk0o8(chr(0b110000) + chr(8209 - 8098) + '\x33' + chr(0b110101) + '\064', 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(50) + chr(0b110010) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(1359 - 1311) + chr(0b110010 + 0o75) + '\x32' + chr(0b110101) + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b101000 + 0o11) + '\x32', 17321 - 17313), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110101) + chr(54), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(4999 - 4888) + '\063' + chr(0b0 + 0o66) + chr(2109 - 2055), 0o10), nzTpIcepk0o8('\x30' + chr(8225 - 8114) + chr(0b11111 + 0o24) + chr(0b100110 + 0o17), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10111 + 0o34) + chr(0b10110 + 0o33) + chr(0b110010), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1011110 + 0o21) + '\063' + '\060' + '\x31', 0o10), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b101011 + 0o104) + '\x37' + '\x33', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10001 + 0o40) + chr(0b101100 + 0o10) + chr(0b11 + 0o61), 0b1000), nzTpIcepk0o8(chr(1486 - 1438) + chr(5312 - 5201) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(1730 - 1682) + '\157' + '\063' + chr(0b10011 + 0o40) + '\x37', 0o10), nzTpIcepk0o8(chr(333 - 285) + chr(111) + chr(0b11111 + 0o24) + '\067' + chr(258 - 210), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\x6f' + '\x35' + chr(1466 - 1418), 36807 - 36799)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'b'), '\144' + '\145' + '\x63' + '\x6f' + chr(7671 - 7571) + chr(2970 - 2869))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(684 - 639) + chr(1605 - 1549)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def nJt3kCuXjI86(LCrwg7lcbmU9):
for ZlbFMSG8gCoF in bbT2xIe5pzk7(LCrwg7lcbmU9):
_XdQFJpnzJor = bKQTU2SBKH6M(agJwWA1y0f_X(MTuRiOr0hdFv))
if _pYaE8d8CatC != _XdQFJpnzJor:
raise WbNHlDKpyPtQ(roI3spqORKae(ES5oEprVxulp(b'\tw;\x00\x7f\xcc\xf3\x98%f-\xc06[\xfa9\xbc:h'), '\x64' + '\x65' + chr(7365 - 7266) + chr(111) + chr(100) + chr(101))('\x75' + chr(6831 - 6715) + chr(102) + chr(0b100111 + 0o6) + chr(725 - 669)) % (_pYaE8d8CatC, _XdQFJpnzJor)) |
FraBle/python-sutime | sutime/sutime.py | SUTime.parse | def parse(self, input_str, reference_date=""):
"""Parses datetime information out of string input.
It invokes the SUTimeWrapper.annotate() function in Java.
Args:
input_str: The input as string that has to be parsed.
reference_date: Optional reference data for SUTime.
Returns:
A list of dicts with the result from the SUTimeWrapper.annotate()
call.
"""
if not jpype.isThreadAttachedToJVM():
jpype.attachThreadToJVM()
if reference_date:
return json.loads(self._sutime.annotate(input_str, reference_date))
return json.loads(self._sutime.annotate(input_str)) | python | def parse(self, input_str, reference_date=""):
"""Parses datetime information out of string input.
It invokes the SUTimeWrapper.annotate() function in Java.
Args:
input_str: The input as string that has to be parsed.
reference_date: Optional reference data for SUTime.
Returns:
A list of dicts with the result from the SUTimeWrapper.annotate()
call.
"""
if not jpype.isThreadAttachedToJVM():
jpype.attachThreadToJVM()
if reference_date:
return json.loads(self._sutime.annotate(input_str, reference_date))
return json.loads(self._sutime.annotate(input_str)) | [
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input_str: The input as string that has to be parsed.
reference_date: Optional reference data for SUTime.
Returns:
A list of dicts with the result from the SUTimeWrapper.annotate()
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"."
] | 2b36828cd1d215c472572d253cd6c56271d71169 | https://github.com/FraBle/python-sutime/blob/2b36828cd1d215c472572d253cd6c56271d71169/sutime/sutime.py#L143-L160 | train | Parses the datetime information out of a string. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b110001) + '\064', 0b1000), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\157' + '\x32' + chr(50) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1101111) + chr(50) + chr(304 - 252) + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(11296 - 11185) + chr(0b110001) + '\x31' + chr(52), 7762 - 7754), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + chr(53) + chr(54), 39842 - 39834), nzTpIcepk0o8('\060' + chr(10470 - 10359) + chr(2253 - 2203) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(0b1010 + 0o50) + chr(53), 0b1000), nzTpIcepk0o8('\060' + chr(0b1 + 0o156) + '\062' + chr(0b1111 + 0o42) + chr(0b100100 + 0o23), 0o10), nzTpIcepk0o8(chr(964 - 916) + chr(0b1001001 + 0o46) + chr(0b110010) + chr(0b110001) + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(0b110011) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(290 - 242) + '\x6f' + chr(49) + '\065' + chr(0b100 + 0o60), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b101001 + 0o106) + chr(50) + '\x37' + chr(1021 - 966), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(53) + chr(0b100011 + 0o22), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + '\x37' + chr(0b101101 + 0o10), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + chr(946 - 891) + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(973 - 862) + chr(51) + '\x33' + chr(48), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(1682 - 1571) + '\063' + '\067' + chr(0b110010), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + chr(0b110111) + chr(1286 - 1231), 0b1000), nzTpIcepk0o8(chr(48) + chr(5640 - 5529) + chr(55) + '\060', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(50) + chr(2480 - 2426), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(488 - 437) + '\x36' + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1011000 + 0o27) + '\x31' + '\x31' + chr(71 - 20), ord("\x08")), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\157' + chr(53) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\157' + chr(0b10010 + 0o41) + chr(0b110000) + '\x31', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\062' + chr(55), 0b1000), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1101001 + 0o6) + '\x34' + chr(0b100000 + 0o21), 0o10), nzTpIcepk0o8(chr(48) + chr(6694 - 6583) + '\063' + chr(1195 - 1146) + chr(2040 - 1991), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b100 + 0o55) + '\065' + chr(0b100111 + 0o11), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1001010 + 0o45) + '\x33' + chr(0b110111) + '\064', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\067' + chr(51), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b100110 + 0o111) + chr(49) + chr(142 - 93) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(1673 - 1625) + '\157' + '\x31' + chr(53) + chr(52), 8), nzTpIcepk0o8(chr(48) + chr(10432 - 10321) + '\x31' + chr(1141 - 1093) + chr(53), 51377 - 51369), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011 + 0o0) + chr(0b101100 + 0o7) + chr(1973 - 1922), 22334 - 22326), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + chr(51) + chr(0b1100 + 0o51) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1787 - 1737) + chr(0b10100 + 0o40) + chr(53), 0o10), nzTpIcepk0o8('\x30' + chr(0b1000110 + 0o51) + chr(0b101110 + 0o4) + '\x34' + '\060', 20904 - 20896), nzTpIcepk0o8(chr(48) + chr(8715 - 8604) + '\x32' + '\x31' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101111) + '\063' + chr(0b101110 + 0o10) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(282 - 232) + chr(979 - 926), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(5390 - 5279) + '\x35' + chr(0b110000), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'"'), chr(0b1001110 + 0o26) + chr(4570 - 4469) + '\143' + '\157' + chr(0b111111 + 0o45) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def zgDfHOdKcvCW(hXMPsSrOQzbh, CFALxd77TpgQ, s6VAYDM8LdkF=roI3spqORKae(ES5oEprVxulp(b''), chr(0b1100100) + '\145' + chr(0b1001010 + 0o31) + chr(111) + chr(0b1100100) + '\x65')(chr(117) + chr(11702 - 11586) + chr(0b1010010 + 0o24) + '\055' + chr(0b100101 + 0o23))):
if not roI3spqORKae(clHR5rBKbGy1, roI3spqORKae(ES5oEprVxulp(b'e\xe3\xf2$\xdcs\xf4\xeb\xc8\xed\x18\xdeN\x15\x9b\xbc\xae\x90r\x00\xb8'), chr(0b1100100) + chr(101) + chr(0b1010010 + 0o21) + chr(0b1101111) + chr(1664 - 1564) + chr(101))(chr(117) + chr(0b11101 + 0o127) + chr(9594 - 9492) + chr(0b100011 + 0o12) + '\070'))():
roI3spqORKae(clHR5rBKbGy1, roI3spqORKae(ES5oEprVxulp(b'm\xe4\xd2-\xcd~\xc1\xe7\xfb\xfc\r\xdby\x12\xb4\x8e\xb7'), chr(100) + chr(101) + chr(0b1100 + 0o127) + '\157' + chr(0b1010101 + 0o17) + '\x65')('\x75' + chr(0b1110100) + '\x66' + chr(0b100110 + 0o7) + chr(1948 - 1892)))()
if s6VAYDM8LdkF:
return roI3spqORKae(LNUKEwZDIbyb, roI3spqORKae(ES5oEprVxulp(b'C\xf9\xc7<\xef[\xa1\xed\xc4\xa9)\xde'), chr(7584 - 7484) + chr(101) + '\x63' + chr(111) + '\144' + chr(0b10100 + 0o121))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(870 - 825) + chr(0b100000 + 0o30)))(roI3spqORKae(hXMPsSrOQzbh._sutime, roI3spqORKae(ES5oEprVxulp(b'm\xfe\xc8#\xdaw\xe1\xea'), '\144' + '\x65' + '\143' + chr(111) + chr(1314 - 1214) + '\x65')(chr(0b1000101 + 0o60) + chr(0b1110100) + chr(702 - 600) + '\055' + '\x38'))(CFALxd77TpgQ, s6VAYDM8LdkF))
return roI3spqORKae(LNUKEwZDIbyb, roI3spqORKae(ES5oEprVxulp(b'C\xf9\xc7<\xef[\xa1\xed\xc4\xa9)\xde'), chr(100) + chr(101) + chr(99) + chr(2465 - 2354) + chr(100) + chr(0b110110 + 0o57))('\x75' + chr(116) + chr(0b110101 + 0o61) + chr(45) + '\x38'))(roI3spqORKae(hXMPsSrOQzbh._sutime, roI3spqORKae(ES5oEprVxulp(b'm\xfe\xc8#\xdaw\xe1\xea'), chr(0b1100100) + '\145' + chr(1433 - 1334) + '\157' + '\144' + '\145')('\165' + chr(116) + '\146' + '\055' + chr(1579 - 1523)))(CFALxd77TpgQ)) |
aichaos/rivescript-python | rivescript/brain.py | Brain.format_message | def format_message(self, msg, botreply=False):
"""Format a user's message for safe processing.
This runs substitutions on the message and strips out any remaining
symbols (depending on UTF-8 mode).
:param str msg: The user's message.
:param bool botreply: Whether this formatting is being done for the
bot's last reply (e.g. in a ``%Previous`` command).
:return str: The formatted message.
"""
# Make sure the string is Unicode for Python 2.
if sys.version_info[0] < 3 and isinstance(msg, str):
msg = msg.decode()
# Lowercase it.
msg = msg.lower()
# Run substitutions on it.
msg = self.substitute(msg, "sub")
# In UTF-8 mode, only strip metacharacters and HTML brackets
# (to protect from obvious XSS attacks).
if self.utf8:
msg = re.sub(RE.utf8_meta, '', msg)
msg = re.sub(self.master.unicode_punctuation, '', msg)
# For the bot's reply, also strip common punctuation.
if botreply:
msg = re.sub(RE.utf8_punct, '', msg)
else:
# For everything else, strip all non-alphanumerics.
msg = utils.strip_nasties(msg)
msg = msg.strip() # Strip leading and trailing white space
msg = RE.ws.sub(" ",msg) # Replace the multiple whitespaces by single whitespace
return msg | python | def format_message(self, msg, botreply=False):
"""Format a user's message for safe processing.
This runs substitutions on the message and strips out any remaining
symbols (depending on UTF-8 mode).
:param str msg: The user's message.
:param bool botreply: Whether this formatting is being done for the
bot's last reply (e.g. in a ``%Previous`` command).
:return str: The formatted message.
"""
# Make sure the string is Unicode for Python 2.
if sys.version_info[0] < 3 and isinstance(msg, str):
msg = msg.decode()
# Lowercase it.
msg = msg.lower()
# Run substitutions on it.
msg = self.substitute(msg, "sub")
# In UTF-8 mode, only strip metacharacters and HTML brackets
# (to protect from obvious XSS attacks).
if self.utf8:
msg = re.sub(RE.utf8_meta, '', msg)
msg = re.sub(self.master.unicode_punctuation, '', msg)
# For the bot's reply, also strip common punctuation.
if botreply:
msg = re.sub(RE.utf8_punct, '', msg)
else:
# For everything else, strip all non-alphanumerics.
msg = utils.strip_nasties(msg)
msg = msg.strip() # Strip leading and trailing white space
msg = RE.ws.sub(" ",msg) # Replace the multiple whitespaces by single whitespace
return msg | [
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:param str msg: The user's message.
:param bool botreply: Whether this formatting is being done for the
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"processing",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/brain.py#L104-L141 | train | Formats a user s message for safe processing. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + chr(914 - 859) + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(52) + chr(2053 - 2000), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + chr(842 - 791) + chr(1213 - 1160), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(733 - 684) + chr(54) + chr(0b101011 + 0o7), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1001101 + 0o42) + chr(0b110010) + chr(0b110000) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101111 + 0o10) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(2366 - 2315) + chr(0b110111) + '\x34', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(49) + chr(0b110101) + '\060', 14714 - 14706), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(2268 - 2216) + chr(1557 - 1508), ord("\x08")), nzTpIcepk0o8(chr(1244 - 1196) + chr(0b1101111) + '\064', 44545 - 44537), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + chr(0b110111) + chr(53), 0o10), nzTpIcepk0o8(chr(1209 - 1161) + chr(111) + '\x33' + chr(48) + chr(0b100101 + 0o22), ord("\x08")), nzTpIcepk0o8(chr(2028 - 1980) + '\x6f' + chr(0b110110) + chr(0b10011 + 0o44), 0o10), nzTpIcepk0o8('\060' + chr(6211 - 6100) + chr(302 - 248), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + '\061' + '\x33', 0o10), nzTpIcepk0o8(chr(84 - 36) + chr(0b1010100 + 0o33) + chr(49) + chr(52), 0b1000), nzTpIcepk0o8(chr(620 - 572) + '\157' + chr(50) + '\061' + chr(0b110011), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(240 - 191) + chr(1934 - 1881), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + '\x33' + '\060', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + '\x33' + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(1130 - 1081) + '\x36' + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\061' + '\064' + '\x34', 12475 - 12467), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + '\062' + chr(48), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\x6f' + '\061' + chr(1800 - 1745) + chr(53), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110111 + 0o70) + '\063' + '\066' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(100 - 51) + chr(0b10 + 0o60) + chr(2401 - 2351), 28933 - 28925), nzTpIcepk0o8(chr(740 - 692) + chr(0b1001111 + 0o40) + chr(1008 - 958) + '\x33' + '\x34', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + '\066', 0o10), nzTpIcepk0o8(chr(1737 - 1689) + chr(0b1101111 + 0o0) + chr(1052 - 1003) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(2042 - 1931) + chr(0b101011 + 0o7) + '\x30' + '\x31', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(1366 - 1316) + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + '\x31' + '\065', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(12164 - 12053) + '\061' + chr(54) + chr(1272 - 1222), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(52) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(0b110011) + chr(0b101010 + 0o10), 0o10), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(1951 - 1840) + chr(0b110010) + '\064' + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(11024 - 10913) + '\x33' + chr(0b11011 + 0o34) + chr(55), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(840 - 791) + chr(53) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(111) + chr(2080 - 2029) + '\x37' + chr(0b110111), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + '\157' + '\065' + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x16'), '\x64' + '\145' + chr(4972 - 4873) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(6238 - 6121) + chr(0b110111 + 0o75) + chr(0b1010101 + 0o21) + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def TQJ9zCocOLWw(hXMPsSrOQzbh, sldzbHve8G1S, e5ZK46BwFqZv=nzTpIcepk0o8(chr(0b10000 + 0o40) + '\x6f' + '\060', 0o10)):
if roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b'N@\xef\x01\xecV\x927\x08j\x9b\xa8'), chr(100) + chr(0b101100 + 0o71) + chr(9524 - 9425) + chr(111) + '\144' + '\x65')(chr(0b1110101) + chr(0b111000 + 0o74) + chr(0b1100110) + '\x2d' + chr(56)))[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8)] < nzTpIcepk0o8(chr(825 - 777) + chr(0b1000001 + 0o56) + chr(51), ord("\x08")) and suIjIS24Zkqw(sldzbHve8G1S, N9zlRy29S1SS):
sldzbHve8G1S = sldzbHve8G1S.lfbFsdWlT3MB()
sldzbHve8G1S = sldzbHve8G1S.Xn8ENWMZdIRt()
sldzbHve8G1S = hXMPsSrOQzbh.fDy17HzkiUYE(sldzbHve8G1S, roI3spqORKae(ES5oEprVxulp(b'KP\xff'), chr(0b11110 + 0o106) + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(0b1100101))('\165' + '\164' + chr(872 - 770) + chr(45) + '\x38'))
if roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'MQ\xfbJ'), chr(100) + chr(5641 - 5540) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(5161 - 5060))(chr(117) + '\164' + '\146' + chr(45) + '\070')):
sldzbHve8G1S = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.utf8_meta, roI3spqORKae(ES5oEprVxulp(b''), '\x64' + '\145' + chr(0b1100011) + chr(0b111 + 0o150) + chr(0b1100100) + '\145')('\165' + chr(0b1010111 + 0o35) + '\146' + '\055' + chr(0b101 + 0o63)), sldzbHve8G1S)
sldzbHve8G1S = aoTc4YA2bs2R._zPndKq6xMgp(hXMPsSrOQzbh.master.unicode_punctuation, roI3spqORKae(ES5oEprVxulp(b''), '\x64' + '\x65' + chr(0b11100 + 0o107) + chr(0b1101111) + chr(0b1010111 + 0o15) + chr(0b1100000 + 0o5))('\165' + '\x74' + chr(102) + chr(801 - 756) + '\070'), sldzbHve8G1S)
if e5ZK46BwFqZv:
sldzbHve8G1S = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.utf8_punct, roI3spqORKae(ES5oEprVxulp(b''), '\x64' + chr(101) + chr(0b1100011) + '\x6f' + chr(0b110010 + 0o62) + '\145')(chr(0b1110101 + 0o0) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)), sldzbHve8G1S)
else:
sldzbHve8G1S = yees6wiSqIcB.strip_nasties(sldzbHve8G1S)
sldzbHve8G1S = sldzbHve8G1S.kdIDrcwZTCs5()
sldzbHve8G1S = KM9siTbfdQ9K.ws._zPndKq6xMgp(roI3spqORKae(ES5oEprVxulp(b'\x18'), chr(100) + '\x65' + chr(7322 - 7223) + chr(0b101111 + 0o100) + chr(0b1100100) + chr(9489 - 9388))(chr(117) + '\x74' + chr(0b1100110) + chr(922 - 877) + '\x38'), sldzbHve8G1S)
return sldzbHve8G1S |
aichaos/rivescript-python | rivescript/brain.py | Brain._getreply | def _getreply(self, user, msg, context='normal', step=0, ignore_object_errors=True):
"""The internal reply getter function.
DO NOT CALL THIS YOURSELF.
:param str user: The user ID as passed to ``reply()``.
:param str msg: The formatted user message.
:param str context: The reply context, one of ``begin`` or ``normal``.
:param int step: The recursion depth counter.
:param bool ignore_object_errors: Whether to ignore errors from within
Python object macros and not raise an ``ObjectError`` exception.
:return str: The reply output.
"""
# Needed to sort replies?
if 'topics' not in self.master._sorted:
raise RepliesNotSortedError("You must call sort_replies() once you are done loading RiveScript documents")
# Initialize the user's profile?
topic = self.master.get_uservar(user, "topic")
if topic in [None, "undefined"]:
topic = "random"
self.master.set_uservar(user, "topic", topic)
# Collect data on the user.
stars = []
thatstars = [] # For %Previous's.
reply = ''
# Avoid letting them fall into a missing topic.
if topic not in self.master._topics:
self.warn("User " + user + " was in an empty topic named '" + topic + "'")
topic = "random"
self.master.set_uservar(user, "topic", topic)
# Avoid deep recursion.
if step > self.master._depth:
raise DeepRecursionError
# Are we in the BEGIN statement?
if context == 'begin':
topic = '__begin__'
# Initialize this user's history.
history = self.master.get_uservar(user, "__history__")
if type(history) is not dict or "input" not in history or "reply" not in history:
history = self.default_history()
self.master.set_uservar(user, "__history__", history)
# More topic sanity checking.
if topic not in self.master._topics:
# This was handled before, which would mean topic=random and
# it doesn't exist. Serious issue!
raise NoDefaultRandomTopicError("no default topic 'random' was found")
# Create a pointer for the matched data when we find it.
matched = None
matchedTrigger = None
foundMatch = False
# See if there were any %Previous's in this topic, or any topic related
# to it. This should only be done the first time -- not during a
# recursive redirection. This is because in a redirection, "lastreply"
# is still gonna be the same as it was the first time, causing an
# infinite loop!
if step == 0:
allTopics = [topic]
if topic in self.master._includes or topic in self.master._lineage:
# Get all the topics!
allTopics = inherit_utils.get_topic_tree(self.master, topic)
# Scan them all!
for top in allTopics:
self.say("Checking topic " + top + " for any %Previous's.")
if top in self.master._sorted["thats"]:
self.say("There is a %Previous in this topic!")
# Do we have history yet?
lastReply = history["reply"][0]
# Format the bot's last reply the same way as the human's.
lastReply = self.format_message(lastReply, botreply=True)
self.say("lastReply: " + lastReply)
# See if it's a match.
for trig in self.master._sorted["thats"][top]:
pattern = trig[1]["previous"]
botside = self.reply_regexp(user, pattern)
self.say("Try to match lastReply ({}) to {} ({})".format(lastReply, pattern, repr(botside)))
# Match??
match = re.match(botside, lastReply)
if match:
# Huzzah! See if OUR message is right too.
self.say("Bot side matched!")
thatstars = match.groups()
# Compare the triggers to the user's message.
user_side = trig[1]
subtrig = self.reply_regexp(user, user_side["trigger"])
self.say("Now try to match " + msg + " to " + user_side["trigger"])
match = re.match(subtrig, msg)
if match:
self.say("Found a match!")
matched = trig[1]
matchedTrigger = user_side["trigger"]
foundMatch = True
# Get the stars!
stars = match.groups()
break
# Break if we found a match.
if foundMatch:
break
# Break if we found a match.
if foundMatch:
break
# Search their topic for a match to their trigger.
if not foundMatch:
for trig in self.master._sorted["topics"][topic]:
pattern = trig[0]
# Process the triggers.
regexp = self.reply_regexp(user, pattern)
self.say("Try to match %r against %r (%r)" % (msg, pattern, regexp.pattern))
# Python's regular expression engine is slow. Try a verbatim
# match if this is an atomic trigger.
isAtomic = utils.is_atomic(pattern)
isMatch = False
if isAtomic:
# Only look for exact matches, no sense running atomic triggers
# through the regexp engine.
if msg == pattern:
isMatch = True
else:
# Non-atomic triggers always need the regexp.
match = re.match(regexp, msg)
if match:
# The regexp matched!
isMatch = True
# Collect the stars.
stars = match.groups()
if isMatch:
self.say("Found a match!")
matched = trig[1]
foundMatch = True
matchedTrigger = pattern
break
# Store what trigger they matched on. If their matched trigger is None,
# this will be too, which is great.
self.master.set_uservar(user, "__lastmatch__", matchedTrigger)
if matched:
for nil in [1]:
# See if there are any hard redirects.
if matched["redirect"]:
self.say("Redirecting us to " + matched["redirect"])
redirect = self.process_tags(user, msg, matched["redirect"], stars, thatstars, step,
ignore_object_errors)
redirect = redirect.lower()
self.say("Pretend user said: " + redirect)
reply = self._getreply(user, redirect, step=(step + 1), ignore_object_errors=ignore_object_errors)
break
# Check the conditionals.
for con in matched["condition"]:
halves = re.split(RE.cond_split, con)
if halves and len(halves) == 2:
condition = re.match(RE.cond_parse, halves[0])
if condition:
left = condition.group(1)
eq = condition.group(2)
right = condition.group(3)
potreply = halves[1]
self.say("Left: " + left + "; eq: " + eq + "; right: " + right + " => " + potreply)
# Process tags all around.
left = self.process_tags(user, msg, left, stars, thatstars, step, ignore_object_errors)
right = self.process_tags(user, msg, right, stars, thatstars, step, ignore_object_errors)
# Defaults?
if len(left) == 0:
left = 'undefined'
if len(right) == 0:
right = 'undefined'
self.say("Check if " + left + " " + eq + " " + right)
# Validate it.
passed = False
if eq == 'eq' or eq == '==':
if left == right:
passed = True
elif eq == 'ne' or eq == '!=' or eq == '<>':
if left != right:
passed = True
else:
# Gasp, dealing with numbers here...
try:
left, right = int(left), int(right)
if eq == '<':
if left < right:
passed = True
elif eq == '<=':
if left <= right:
passed = True
elif eq == '>':
if left > right:
passed = True
elif eq == '>=':
if left >= right:
passed = True
except:
self.warn("Failed to evaluate numeric condition!")
# How truthful?
if passed:
reply = potreply
break
# Have our reply yet?
if len(reply) > 0:
break
# Process weights in the replies.
bucket = []
for text in matched["reply"]:
weight = 1
match = re.search(RE.weight, text)
if match:
weight = int(match.group(1))
if weight <= 0:
self.warn("Can't have a weight <= 0!")
weight = 1
for i in range(0, weight):
bucket.append(text)
# Get a random reply.
reply = utils.random_choice(bucket)
break
# Still no reply?
if not foundMatch:
raise NoMatchError
elif len(reply) == 0:
raise NoReplyError
self.say("Reply: " + reply)
# Process tags for the BEGIN block.
if context == "begin":
# BEGIN blocks can only set topics and uservars. The rest happen
# later!
reTopic = re.findall(RE.topic_tag, reply)
for match in reTopic:
self.say("Setting user's topic to " + match)
self.master.set_uservar(user, "topic", match)
reply = reply.replace('{{topic={match}}}'.format(match=match), '')
reSet = re.findall(RE.set_tag, reply)
for match in reSet:
self.say("Set uservar " + str(match[0]) + "=" + str(match[1]))
self.master.set_uservar(user, match[0], match[1])
reply = reply.replace('<set {key}={value}>'.format(key=match[0], value=match[1]), '')
else:
# Process more tags if not in BEGIN.
reply = self.process_tags(user, msg, reply, stars, thatstars, step, ignore_object_errors)
return reply | python | def _getreply(self, user, msg, context='normal', step=0, ignore_object_errors=True):
"""The internal reply getter function.
DO NOT CALL THIS YOURSELF.
:param str user: The user ID as passed to ``reply()``.
:param str msg: The formatted user message.
:param str context: The reply context, one of ``begin`` or ``normal``.
:param int step: The recursion depth counter.
:param bool ignore_object_errors: Whether to ignore errors from within
Python object macros and not raise an ``ObjectError`` exception.
:return str: The reply output.
"""
# Needed to sort replies?
if 'topics' not in self.master._sorted:
raise RepliesNotSortedError("You must call sort_replies() once you are done loading RiveScript documents")
# Initialize the user's profile?
topic = self.master.get_uservar(user, "topic")
if topic in [None, "undefined"]:
topic = "random"
self.master.set_uservar(user, "topic", topic)
# Collect data on the user.
stars = []
thatstars = [] # For %Previous's.
reply = ''
# Avoid letting them fall into a missing topic.
if topic not in self.master._topics:
self.warn("User " + user + " was in an empty topic named '" + topic + "'")
topic = "random"
self.master.set_uservar(user, "topic", topic)
# Avoid deep recursion.
if step > self.master._depth:
raise DeepRecursionError
# Are we in the BEGIN statement?
if context == 'begin':
topic = '__begin__'
# Initialize this user's history.
history = self.master.get_uservar(user, "__history__")
if type(history) is not dict or "input" not in history or "reply" not in history:
history = self.default_history()
self.master.set_uservar(user, "__history__", history)
# More topic sanity checking.
if topic not in self.master._topics:
# This was handled before, which would mean topic=random and
# it doesn't exist. Serious issue!
raise NoDefaultRandomTopicError("no default topic 'random' was found")
# Create a pointer for the matched data when we find it.
matched = None
matchedTrigger = None
foundMatch = False
# See if there were any %Previous's in this topic, or any topic related
# to it. This should only be done the first time -- not during a
# recursive redirection. This is because in a redirection, "lastreply"
# is still gonna be the same as it was the first time, causing an
# infinite loop!
if step == 0:
allTopics = [topic]
if topic in self.master._includes or topic in self.master._lineage:
# Get all the topics!
allTopics = inherit_utils.get_topic_tree(self.master, topic)
# Scan them all!
for top in allTopics:
self.say("Checking topic " + top + " for any %Previous's.")
if top in self.master._sorted["thats"]:
self.say("There is a %Previous in this topic!")
# Do we have history yet?
lastReply = history["reply"][0]
# Format the bot's last reply the same way as the human's.
lastReply = self.format_message(lastReply, botreply=True)
self.say("lastReply: " + lastReply)
# See if it's a match.
for trig in self.master._sorted["thats"][top]:
pattern = trig[1]["previous"]
botside = self.reply_regexp(user, pattern)
self.say("Try to match lastReply ({}) to {} ({})".format(lastReply, pattern, repr(botside)))
# Match??
match = re.match(botside, lastReply)
if match:
# Huzzah! See if OUR message is right too.
self.say("Bot side matched!")
thatstars = match.groups()
# Compare the triggers to the user's message.
user_side = trig[1]
subtrig = self.reply_regexp(user, user_side["trigger"])
self.say("Now try to match " + msg + " to " + user_side["trigger"])
match = re.match(subtrig, msg)
if match:
self.say("Found a match!")
matched = trig[1]
matchedTrigger = user_side["trigger"]
foundMatch = True
# Get the stars!
stars = match.groups()
break
# Break if we found a match.
if foundMatch:
break
# Break if we found a match.
if foundMatch:
break
# Search their topic for a match to their trigger.
if not foundMatch:
for trig in self.master._sorted["topics"][topic]:
pattern = trig[0]
# Process the triggers.
regexp = self.reply_regexp(user, pattern)
self.say("Try to match %r against %r (%r)" % (msg, pattern, regexp.pattern))
# Python's regular expression engine is slow. Try a verbatim
# match if this is an atomic trigger.
isAtomic = utils.is_atomic(pattern)
isMatch = False
if isAtomic:
# Only look for exact matches, no sense running atomic triggers
# through the regexp engine.
if msg == pattern:
isMatch = True
else:
# Non-atomic triggers always need the regexp.
match = re.match(regexp, msg)
if match:
# The regexp matched!
isMatch = True
# Collect the stars.
stars = match.groups()
if isMatch:
self.say("Found a match!")
matched = trig[1]
foundMatch = True
matchedTrigger = pattern
break
# Store what trigger they matched on. If their matched trigger is None,
# this will be too, which is great.
self.master.set_uservar(user, "__lastmatch__", matchedTrigger)
if matched:
for nil in [1]:
# See if there are any hard redirects.
if matched["redirect"]:
self.say("Redirecting us to " + matched["redirect"])
redirect = self.process_tags(user, msg, matched["redirect"], stars, thatstars, step,
ignore_object_errors)
redirect = redirect.lower()
self.say("Pretend user said: " + redirect)
reply = self._getreply(user, redirect, step=(step + 1), ignore_object_errors=ignore_object_errors)
break
# Check the conditionals.
for con in matched["condition"]:
halves = re.split(RE.cond_split, con)
if halves and len(halves) == 2:
condition = re.match(RE.cond_parse, halves[0])
if condition:
left = condition.group(1)
eq = condition.group(2)
right = condition.group(3)
potreply = halves[1]
self.say("Left: " + left + "; eq: " + eq + "; right: " + right + " => " + potreply)
# Process tags all around.
left = self.process_tags(user, msg, left, stars, thatstars, step, ignore_object_errors)
right = self.process_tags(user, msg, right, stars, thatstars, step, ignore_object_errors)
# Defaults?
if len(left) == 0:
left = 'undefined'
if len(right) == 0:
right = 'undefined'
self.say("Check if " + left + " " + eq + " " + right)
# Validate it.
passed = False
if eq == 'eq' or eq == '==':
if left == right:
passed = True
elif eq == 'ne' or eq == '!=' or eq == '<>':
if left != right:
passed = True
else:
# Gasp, dealing with numbers here...
try:
left, right = int(left), int(right)
if eq == '<':
if left < right:
passed = True
elif eq == '<=':
if left <= right:
passed = True
elif eq == '>':
if left > right:
passed = True
elif eq == '>=':
if left >= right:
passed = True
except:
self.warn("Failed to evaluate numeric condition!")
# How truthful?
if passed:
reply = potreply
break
# Have our reply yet?
if len(reply) > 0:
break
# Process weights in the replies.
bucket = []
for text in matched["reply"]:
weight = 1
match = re.search(RE.weight, text)
if match:
weight = int(match.group(1))
if weight <= 0:
self.warn("Can't have a weight <= 0!")
weight = 1
for i in range(0, weight):
bucket.append(text)
# Get a random reply.
reply = utils.random_choice(bucket)
break
# Still no reply?
if not foundMatch:
raise NoMatchError
elif len(reply) == 0:
raise NoReplyError
self.say("Reply: " + reply)
# Process tags for the BEGIN block.
if context == "begin":
# BEGIN blocks can only set topics and uservars. The rest happen
# later!
reTopic = re.findall(RE.topic_tag, reply)
for match in reTopic:
self.say("Setting user's topic to " + match)
self.master.set_uservar(user, "topic", match)
reply = reply.replace('{{topic={match}}}'.format(match=match), '')
reSet = re.findall(RE.set_tag, reply)
for match in reSet:
self.say("Set uservar " + str(match[0]) + "=" + str(match[1]))
self.master.set_uservar(user, match[0], match[1])
reply = reply.replace('<set {key}={value}>'.format(key=match[0], value=match[1]), '')
else:
# Process more tags if not in BEGIN.
reply = self.process_tags(user, msg, reply, stars, thatstars, step, ignore_object_errors)
return reply | [
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... | The internal reply getter function.
DO NOT CALL THIS YOURSELF.
:param str user: The user ID as passed to ``reply()``.
:param str msg: The formatted user message.
:param str context: The reply context, one of ``begin`` or ``normal``.
:param int step: The recursion depth counter.
:param bool ignore_object_errors: Whether to ignore errors from within
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:return str: The reply output. | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/brain.py#L143-L419 | train | Internal function to get the reply from the RiveScript. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + '\x32' + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b10101 + 0o33) + '\x31', 0b1000), nzTpIcepk0o8(chr(0b111 + 0o51) + chr(111) + chr(51) + '\064' + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(1130 - 1079) + '\x31' + chr(0b110001), 47570 - 47562), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + chr(403 - 351) + chr(0b11111 + 0o30), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b110001 + 0o76) + chr(50) + chr(0b101111 + 0o2) + chr(587 - 537), 37076 - 37068), nzTpIcepk0o8('\060' + '\x6f' + '\x32' + chr(50) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + chr(1593 - 1545) + chr(0b1100 + 0o52), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100 + 0o57) + chr(0b11000 + 0o34) + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(2250 - 2199) + '\x33' + chr(0b10011 + 0o36), 0o10), nzTpIcepk0o8('\060' + chr(8545 - 8434) + chr(0b10011 + 0o40) + chr(1225 - 1173) + chr(2358 - 2308), 8), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1000011 + 0o54) + chr(0b110001) + '\067' + '\063', 58862 - 58854), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b1010101 + 0o32) + '\x33' + '\063' + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\060' + chr(7803 - 7692) + '\x33' + chr(0b1001 + 0o56) + chr(0b110110), 32129 - 32121), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\x36' + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(55) + chr(0b110100 + 0o1), 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(1938 - 1884) + chr(0b10111 + 0o37), 17596 - 17588), nzTpIcepk0o8('\x30' + chr(8436 - 8325) + chr(0b1000 + 0o50), 0b1000), nzTpIcepk0o8('\x30' + chr(9480 - 9369) + chr(0b100111 + 0o13) + chr(51) + '\x35', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b101100 + 0o7) + chr(746 - 698), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(470 - 416) + chr(1362 - 1311), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(0b110010) + chr(0b110101), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(1342 - 1287) + chr(51 - 1), 52740 - 52732), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b110011) + chr(496 - 444), 13083 - 13075), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + chr(1588 - 1539) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110010) + chr(0b101100 + 0o5) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1100111 + 0o10) + chr(50) + '\062' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101010 + 0o5) + chr(0b110001) + chr(51) + chr(1901 - 1846), 0o10), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + chr(397 - 346) + '\x30', 8), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(50 - 1) + chr(0b110010) + chr(0b110010), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(0b101110 + 0o11) + chr(0b11010 + 0o33), 7082 - 7074), nzTpIcepk0o8(chr(2212 - 2164) + chr(111) + chr(2202 - 2153) + chr(0b110010) + '\x30', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111 + 0o0) + '\062' + chr(0b110 + 0o56) + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + '\067' + chr(0b110101), 0b1000), nzTpIcepk0o8('\060' + chr(801 - 690) + '\x33' + '\x36' + chr(1189 - 1140), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + '\x6f' + chr(0b110011) + chr(0b110111) + chr(945 - 897), 0o10), nzTpIcepk0o8('\060' + chr(0b1001011 + 0o44) + '\061' + '\063' + '\063', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(1867 - 1756) + chr(2396 - 2345) + '\066' + chr(0b110010), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1280 - 1227) + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xfd'), chr(100) + chr(0b1100101) + chr(0b1100000 + 0o3) + '\157' + chr(4664 - 4564) + chr(101))(chr(11674 - 11557) + chr(116) + chr(0b1100110) + chr(1565 - 1520) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def S51Ta3C5iJtp(hXMPsSrOQzbh, E63X9RhwfuOn, sldzbHve8G1S, xwFiQMStTnzU=roI3spqORKae(ES5oEprVxulp(b'\xbd.\x90\xa4\x86\xe6'), chr(100) + chr(0b111111 + 0o46) + chr(99) + '\157' + '\x64' + chr(0b100010 + 0o103))(chr(0b1011101 + 0o30) + chr(0b10110 + 0o136) + '\146' + '\x2d' + chr(56)), ZiKB99Xs91Lo=nzTpIcepk0o8('\x30' + chr(111) + chr(914 - 866), 8), K754b1P2KgCe=nzTpIcepk0o8(chr(0b1010 + 0o46) + '\157' + chr(0b110001), 0o10)):
if roI3spqORKae(ES5oEprVxulp(b'\xa7.\x92\xa0\x84\xf9'), chr(0b0 + 0o144) + chr(101) + chr(0b1000001 + 0o42) + chr(111) + chr(0b111011 + 0o51) + '\x65')(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + chr(56)) not in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c2\x8d\xbb\x93\xef\xf0'), '\x64' + chr(101) + '\143' + '\x6f' + '\144' + '\145')(chr(0b0 + 0o165) + '\x74' + '\x66' + '\x2d' + chr(0b110010 + 0o6))):
raise DZpxxfF4dOgA(roI3spqORKae(ES5oEprVxulp(b"\x8a.\x97\xe9\x8a\xff\xe7\xb2\xc6\xba\x83\x17\xb2\xde\x04R\x84t\xc2jV%V\xb5\xaa\xfc\xbav8\x7f<\x1e53\xdb\x92\x84\xd8:\x80\xb6a\x86\xa6\x89\xef\xb4\xaa\x89\xb8\x86\x12\xb0\x99Wo\x9fv\xf8KP'S\xac\xbb\xaf\xf60{e?\x18>g\xd1"), chr(0b110111 + 0o55) + '\145' + chr(99) + chr(0b1101111) + chr(100) + '\145')('\165' + chr(0b1110100) + chr(102) + chr(45) + chr(0b11011 + 0o35)))
eddDFOEFy2dH = hXMPsSrOQzbh.master.get_uservar(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\xa7.\x92\xa0\x84'), chr(0b1100100) + chr(4730 - 4629) + chr(0b11000 + 0o113) + chr(12127 - 12016) + chr(0b11011 + 0o111) + '\145')(chr(0b1101010 + 0o13) + '\x74' + chr(0b11110 + 0o110) + chr(0b1011 + 0o42) + chr(56)))
if eddDFOEFy2dH in [None, roI3spqORKae(ES5oEprVxulp(b'\xa6/\x86\xac\x81\xe3\xfa\xa3\x82'), chr(0b100000 + 0o104) + chr(0b101000 + 0o75) + chr(0b1100011) + chr(0b1101111) + '\x64' + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b111111 + 0o47) + chr(0b101101) + chr(0b111000))]:
eddDFOEFy2dH = roI3spqORKae(ES5oEprVxulp(b'\xa1 \x8c\xad\x88\xe7'), '\144' + chr(101) + '\x63' + '\x6f' + chr(5276 - 5176) + chr(6253 - 6152))('\165' + chr(0b1110100) + chr(0b1100110) + chr(980 - 935) + '\070')
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xa0$\x96\x96\x92\xf9\xf1\xb4\x90\xb8\x90'), '\144' + '\x65' + '\x63' + chr(0b1100111 + 0o10) + '\x64' + chr(0b1100101))(chr(0b100100 + 0o121) + chr(0b1110100) + chr(102) + chr(45) + chr(0b1 + 0o67)))(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\xa7.\x92\xa0\x84'), chr(0b100 + 0o140) + '\145' + chr(5518 - 5419) + '\157' + chr(100) + chr(0b1011001 + 0o14))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + '\070'), eddDFOEFy2dH)
qdDpUS0QjS_H = []
n14rV5_ObdqX = []
rSCqOeyvgIH_ = roI3spqORKae(ES5oEprVxulp(b''), '\x64' + '\x65' + chr(5109 - 5010) + chr(0b1011001 + 0o26) + chr(100) + chr(0b1100101))(chr(5395 - 5278) + '\x74' + chr(0b1100001 + 0o5) + '\x2d' + chr(217 - 161))
if eddDFOEFy2dH not in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c5\x8d\xb9\x8e\xe9\xe7'), chr(0b1100000 + 0o4) + chr(101) + chr(0b1010111 + 0o14) + '\x6f' + chr(100) + '\x65')('\165' + chr(0b10010 + 0o142) + '\146' + chr(0b101101) + chr(56))):
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0\x0b\xb3\x9f\xb8\xc2\xe5\x95\xdf\xbf\x85\x01'), chr(0b1100100) + '\145' + chr(3750 - 3651) + chr(7349 - 7238) + '\144' + chr(0b1100101))(chr(0b101101 + 0o110) + chr(0b1110100) + chr(7582 - 7480) + chr(45) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\x862\x87\xbb\xc7'), chr(0b101110 + 0o66) + chr(0b110 + 0o137) + '\143' + '\157' + chr(0b1100100) + '\145')('\165' + '\164' + chr(0b1001000 + 0o36) + '\x2d' + chr(2905 - 2849)) + E63X9RhwfuOn + roI3spqORKae(ES5oEprVxulp(b'\xf36\x83\xba\xc7\xe3\xfa\xe6\x87\xb7\xc2\x1e\xb3\x8e\x03D\xd6t\xf2hZ6\x1a\xb2\xae\xe2\xf7;87'), chr(100) + chr(101) + '\x63' + chr(0b11011 + 0o124) + chr(1633 - 1533) + '\x65')(chr(0b1 + 0o164) + chr(4674 - 4558) + '\x66' + chr(1794 - 1749) + '\070') + eddDFOEFy2dH + roI3spqORKae(ES5oEprVxulp(b'\xf4'), chr(0b1000110 + 0o36) + '\x65' + chr(0b100110 + 0o75) + chr(0b1101111) + chr(100) + chr(4717 - 4616))('\165' + '\x74' + '\x66' + '\x2d' + chr(2698 - 2642)))
eddDFOEFy2dH = roI3spqORKae(ES5oEprVxulp(b'\xa1 \x8c\xad\x88\xe7'), chr(0b111101 + 0o47) + '\x65' + chr(1667 - 1568) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b11010 + 0o133) + chr(1195 - 1079) + chr(0b1100110) + chr(45) + chr(0b10011 + 0o45))
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xa0$\x96\x96\x92\xf9\xf1\xb4\x90\xb8\x90'), chr(3441 - 3341) + '\145' + chr(0b1100011) + '\157' + chr(6124 - 6024) + chr(101))('\165' + chr(0b1110100) + chr(102) + chr(0b10001 + 0o34) + chr(56)))(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\xa7.\x92\xa0\x84'), '\144' + chr(0b101001 + 0o74) + '\143' + '\157' + chr(9497 - 9397) + '\x65')(chr(0b1110101) + chr(0b111110 + 0o66) + '\x66' + chr(45) + chr(0b111000)), eddDFOEFy2dH)
if ZiKB99Xs91Lo > roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x99\x1e\x8f\x85\xd2\xc9\xd0\x9c\x94\xe1\xa1,'), chr(100) + '\145' + '\143' + chr(8193 - 8082) + '\144' + chr(0b101010 + 0o73))('\x75' + '\164' + '\146' + '\x2d' + '\x38')):
raise m24gJNtj5YiB
if xwFiQMStTnzU == roI3spqORKae(ES5oEprVxulp(b'\xb1$\x85\xa0\x89'), chr(100) + '\x65' + chr(4076 - 3977) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b10011 + 0o141) + '\146' + chr(1020 - 975) + '\070'):
eddDFOEFy2dH = roI3spqORKae(ES5oEprVxulp(b'\x8c\x1e\x80\xac\x80\xe3\xfa\x99\xb9'), '\144' + chr(101) + chr(5828 - 5729) + chr(111) + chr(0b10110 + 0o116) + '\x65')(chr(7277 - 7160) + chr(0b1110100) + chr(0b111 + 0o137) + chr(195 - 150) + chr(3102 - 3046))
v7fOR4wOhUN2 = hXMPsSrOQzbh.master.get_uservar(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\x8c\x1e\x8a\xa0\x94\xfe\xfb\xb4\x9f\x86\xbd'), chr(100) + '\145' + '\x63' + chr(111) + '\x64' + '\x65')('\165' + chr(0b1110100) + chr(102) + '\055' + chr(56)))
if not suIjIS24Zkqw(v7fOR4wOhUN2, znjnJWK64FDT) or roI3spqORKae(ES5oEprVxulp(b'\xba/\x92\xbc\x93'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + '\144' + '\x65')('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b11001 + 0o37)) not in v7fOR4wOhUN2 or roI3spqORKae(ES5oEprVxulp(b'\xa1$\x92\xa5\x9e'), '\x64' + chr(101) + chr(777 - 678) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(11102 - 10986) + '\146' + '\055' + '\x38') not in v7fOR4wOhUN2:
v7fOR4wOhUN2 = hXMPsSrOQzbh.default_history()
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xa0$\x96\x96\x92\xf9\xf1\xb4\x90\xb8\x90'), '\144' + chr(9816 - 9715) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(1368 - 1267))(chr(0b1110101) + chr(0b1110100) + chr(7762 - 7660) + chr(45) + chr(0b111000)))(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\x8c\x1e\x8a\xa0\x94\xfe\xfb\xb4\x9f\x86\xbd'), '\144' + chr(0b11001 + 0o114) + '\143' + chr(7023 - 6912) + '\x64' + '\145')('\165' + chr(116) + chr(0b1100110) + chr(1719 - 1674) + '\x38'), v7fOR4wOhUN2)
if eddDFOEFy2dH not in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c5\x8d\xb9\x8e\xe9\xe7'), '\144' + '\x65' + chr(99) + '\x6f' + chr(0b101000 + 0o74) + '\145')('\x75' + '\x74' + '\146' + chr(0b101000 + 0o5) + chr(0b11000 + 0o40))):
raise PMQkmenDdpuC(roI3spqORKae(ES5oEprVxulp(b"\xbd.\xc2\xad\x82\xec\xf5\xb3\x8a\xad\xc2\x0f\xb1\x8e\x1e^\xd6'\xefy]1U\xb1\xe8\xaf\xe5>k04\x12%}\xc6"), chr(0b100 + 0o140) + '\145' + chr(0b1100011) + chr(3495 - 3384) + chr(100) + '\x65')(chr(0b1000111 + 0o56) + '\164' + chr(102) + '\055' + chr(0b111000)))
WN5PNkUVxCy9 = None
Mrl4fsBf03vE = None
QvlHWqmLOv_L = nzTpIcepk0o8(chr(606 - 558) + '\x6f' + chr(0b110000), 8)
if ZiKB99Xs91Lo == nzTpIcepk0o8('\060' + chr(111) + chr(419 - 371), 8):
COIVCKNnZRkM = [eddDFOEFy2dH]
if eddDFOEFy2dH in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c(\x8c\xaa\x8b\xff\xf0\xa3\x95'), chr(0b1100100) + chr(0b1011010 + 0o13) + '\x63' + chr(0b1101111) + '\x64' + '\x65')(chr(4955 - 4838) + chr(0b1110100) + chr(102) + chr(45) + chr(0b100110 + 0o22))) or eddDFOEFy2dH in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c-\x8b\xa7\x82\xeb\xf3\xa3'), chr(0b110110 + 0o56) + chr(101) + chr(4667 - 4568) + chr(0b1101111) + chr(0b1101 + 0o127) + chr(7341 - 7240))('\x75' + '\164' + chr(102) + chr(0b1010 + 0o43) + '\x38')):
COIVCKNnZRkM = WU7wQjLSOuj_.get_topic_tree(hXMPsSrOQzbh.RIlcI9bxIO8Q, eddDFOEFy2dH)
for A2AC7Zsqx_Vf in COIVCKNnZRkM:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(0b11110 + 0o106) + chr(0b1100101) + chr(0b1000111 + 0o34) + chr(111) + '\144' + '\145')(chr(117) + chr(6546 - 6430) + chr(6684 - 6582) + chr(45) + chr(0b10100 + 0o44)))(roI3spqORKae(ES5oEprVxulp(b'\x90)\x87\xaa\x8c\xe3\xfa\xa1\xc6\xad\x8d\x0b\xb7\x9dW'), '\x64' + '\x65' + '\143' + '\157' + chr(0b10011 + 0o121) + '\x65')(chr(0b1001010 + 0o53) + chr(5133 - 5017) + chr(0b1001001 + 0o35) + '\x2d' + '\070') + A2AC7Zsqx_Vf + roI3spqORKae(ES5oEprVxulp(b"\xf3'\x8d\xbb\xc7\xeb\xfa\xbf\xc6\xfc\xb2\t\xbb\x88\x1eR\x83s\xbak\x1d"), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(100) + chr(101))(chr(13616 - 13499) + '\x74' + '\x66' + chr(0b0 + 0o55) + '\070'))
if A2AC7Zsqx_Vf in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c2\x8d\xbb\x93\xef\xf0'), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + chr(1614 - 1514) + chr(101))('\165' + chr(0b1110100) + chr(0b1100110) + chr(1729 - 1684) + chr(204 - 148)))[roI3spqORKae(ES5oEprVxulp(b'\xa7)\x83\xbd\x94'), '\144' + '\x65' + chr(5947 - 5848) + chr(111) + chr(9202 - 9102) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(56))]:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(0b1100100) + '\x65' + '\x63' + chr(0b11100 + 0o123) + chr(6382 - 6282) + chr(101))(chr(117) + chr(116) + '\x66' + '\055' + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\x87)\x87\xbb\x82\xaa\xfd\xb5\xc6\xb8\xc2^\x8e\x8c\x12K\x9fo\xe8k\x13<T\xfc\xbb\xe7\xfb,8d=\r9p\x83'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + chr(0b110100 + 0o61))(chr(117) + chr(0b111111 + 0o65) + '\x66' + chr(45) + '\x38'))
uUB9yg5TlaMY = v7fOR4wOhUN2[roI3spqORKae(ES5oEprVxulp(b'\xa1$\x92\xa5\x9e'), '\x64' + chr(7814 - 7713) + '\x63' + chr(0b10010 + 0o135) + chr(4018 - 3918) + '\145')('\165' + chr(116) + chr(102) + chr(0b100110 + 0o7) + chr(56))][nzTpIcepk0o8('\060' + chr(11991 - 11880) + chr(0b110000), 8)]
uUB9yg5TlaMY = hXMPsSrOQzbh.TQJ9zCocOLWw(uUB9yg5TlaMY, botreply=nzTpIcepk0o8(chr(977 - 929) + '\157' + '\061', 8))
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(0b1 + 0o143) + chr(101) + '\x63' + chr(10338 - 10227) + chr(0b11100 + 0o110) + chr(101))(chr(9166 - 9049) + chr(10848 - 10732) + chr(0b1011111 + 0o7) + chr(1311 - 1266) + chr(0b1111 + 0o51)))(roI3spqORKae(ES5oEprVxulp(b'\xbf \x91\xbd\xb5\xef\xe4\xaa\x9f\xe3\xc2'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1010000 + 0o37) + chr(0b1100100) + chr(9527 - 9426))(chr(8131 - 8014) + chr(0b1110100) + chr(3715 - 3613) + chr(0b101101) + chr(56)) + uUB9yg5TlaMY)
for LcB90UcDdLVc in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c2\x8d\xbb\x93\xef\xf0'), chr(100) + '\x65' + chr(0b110 + 0o135) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110001 + 0o4) + chr(0b1110100) + '\x66' + chr(0b100 + 0o51) + chr(0b100111 + 0o21)))[roI3spqORKae(ES5oEprVxulp(b'\xa7)\x83\xbd\x94'), chr(0b110111 + 0o55) + chr(0b101110 + 0o67) + chr(0b1100010 + 0o1) + chr(4187 - 4076) + chr(100) + chr(0b1100101))('\x75' + '\164' + '\x66' + chr(0b101101) + '\070')][A2AC7Zsqx_Vf]:
UYtHA0XyNB9C = LcB90UcDdLVc[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001), 8)][roI3spqORKae(ES5oEprVxulp(b'\xa33\x87\xbf\x8e\xe5\xe1\xb5'), chr(6103 - 6003) + '\145' + '\x63' + '\x6f' + '\x64' + chr(101))('\x75' + chr(116) + chr(970 - 868) + chr(45) + chr(0b111000))]
qnnn0xG1x8Ay = hXMPsSrOQzbh.reply_regexp(E63X9RhwfuOn, UYtHA0XyNB9C)
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), '\144' + '\145' + chr(0b1010111 + 0o14) + '\x6f' + chr(8881 - 8781) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1101 + 0o131) + chr(45) + chr(2832 - 2776)))(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'\x873\x9b\xe9\x93\xe5\xb4\xab\x87\xad\x81\x13\xfe\x92\x16N\x82R\xf8h_,\x1a\xf4\xb4\xf2\xbb\x7fl\x7fr\x06-3\x8a\x86\x8c\xd1'), chr(1788 - 1688) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b110000 + 0o64) + chr(0b1100101))(chr(117) + chr(0b100001 + 0o123) + chr(0b1011010 + 0o14) + chr(0b100010 + 0o13) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xa2r\xd1\x82\xa0\xb9\xf2\xa9\xb7\x86\xa11'), chr(2330 - 2230) + chr(0b100100 + 0o101) + chr(0b1100011) + chr(111) + '\x64' + '\x65')(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + chr(1404 - 1348)))(uUB9yg5TlaMY, UYtHA0XyNB9C, VWshwTzZfwvC(qnnn0xG1x8Ay)))
hk9OijmiC_zA = aoTc4YA2bs2R.hk9OijmiC_zA(qnnn0xG1x8Ay, uUB9yg5TlaMY)
if hk9OijmiC_zA:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(100) + '\145' + '\x63' + '\x6f' + chr(0b111001 + 0o53) + '\145')(chr(0b1011110 + 0o27) + chr(0b1100111 + 0o15) + chr(0b1100100 + 0o2) + chr(0b101101) + chr(0b10001 + 0o47)))(roI3spqORKae(ES5oEprVxulp(b'\x91.\x96\xe9\x94\xe3\xf0\xa3\xc6\xb4\x83\x0f\xbd\x96\x12Y\xd7'), chr(3686 - 3586) + chr(9056 - 8955) + '\143' + chr(0b1101111) + '\x64' + '\145')(chr(117) + '\164' + '\146' + '\x2d' + chr(2089 - 2033)))
n14rV5_ObdqX = hk9OijmiC_zA.Npj4un59pdkA()
s5yfCexo6mo8 = LcB90UcDdLVc[nzTpIcepk0o8('\x30' + '\x6f' + chr(49), 8)]
xo7HFa5PAUak = hXMPsSrOQzbh.reply_regexp(E63X9RhwfuOn, s5yfCexo6mo8[roI3spqORKae(ES5oEprVxulp(b'\xa73\x8b\xae\x80\xef\xe6'), chr(5400 - 5300) + chr(101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1011101 + 0o10))(chr(117) + '\164' + chr(102) + chr(0b101000 + 0o5) + chr(1660 - 1604))])
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(9211 - 9111) + '\145' + chr(0b11 + 0o140) + chr(2159 - 2048) + chr(100) + chr(0b101101 + 0o70))(chr(0b1110101) + '\x74' + '\x66' + chr(1666 - 1621) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\x9d.\x95\xe9\x93\xf8\xed\xe6\x92\xb6\xc2\x16\xbf\x8a\x14U\xd6'), '\144' + chr(101) + chr(0b1100011) + chr(0b100001 + 0o116) + chr(0b111010 + 0o52) + chr(101))(chr(0b1100100 + 0o21) + chr(10082 - 9966) + chr(8217 - 8115) + chr(45) + '\070') + sldzbHve8G1S + roI3spqORKae(ES5oEprVxulp(b'\xf35\x8d\xe9'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(9128 - 9027))(chr(0b11011 + 0o132) + chr(0b1110100) + '\x66' + '\x2d' + chr(56)) + s5yfCexo6mo8[roI3spqORKae(ES5oEprVxulp(b'\xa73\x8b\xae\x80\xef\xe6'), '\144' + '\x65' + '\x63' + chr(596 - 485) + chr(6485 - 6385) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b11100 + 0o34))])
hk9OijmiC_zA = aoTc4YA2bs2R.hk9OijmiC_zA(xo7HFa5PAUak, sldzbHve8G1S)
if hk9OijmiC_zA:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), '\144' + chr(0b1100101) + chr(4633 - 4534) + '\x6f' + chr(100) + chr(101))(chr(0b1000100 + 0o61) + chr(10828 - 10712) + '\146' + '\055' + chr(890 - 834)))(roI3spqORKae(ES5oEprVxulp(b'\x95.\x97\xa7\x83\xaa\xf5\xe6\x8b\xb8\x96\x18\xb6\xdf'), chr(0b1100100) + '\145' + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(0b101001 + 0o75) + chr(0b101101) + '\070'))
WN5PNkUVxCy9 = LcB90UcDdLVc[nzTpIcepk0o8(chr(48) + chr(0b1011 + 0o144) + chr(0b100001 + 0o20), 8)]
Mrl4fsBf03vE = s5yfCexo6mo8[roI3spqORKae(ES5oEprVxulp(b'\xa73\x8b\xae\x80\xef\xe6'), chr(0b101101 + 0o67) + chr(0b1100101) + '\143' + '\157' + chr(0b101000 + 0o74) + '\x65')('\165' + '\x74' + '\x66' + chr(0b101101) + chr(0b111000))]
QvlHWqmLOv_L = nzTpIcepk0o8(chr(48) + '\x6f' + chr(49), 8)
qdDpUS0QjS_H = hk9OijmiC_zA.Npj4un59pdkA()
break
if QvlHWqmLOv_L:
break
if QvlHWqmLOv_L:
break
if not QvlHWqmLOv_L:
for LcB90UcDdLVc in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x8c2\x8d\xbb\x93\xef\xf0'), chr(0b1110 + 0o126) + chr(7066 - 6965) + chr(0b10010 + 0o121) + chr(0b1101111) + chr(100) + chr(4478 - 4377))('\165' + chr(12784 - 12668) + '\146' + chr(0b101101) + chr(0b110011 + 0o5)))[roI3spqORKae(ES5oEprVxulp(b'\xa7.\x92\xa0\x84\xf9'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + '\x64' + '\145')('\x75' + '\164' + chr(3126 - 3024) + chr(0b100111 + 0o6) + '\x38')][eddDFOEFy2dH]:
UYtHA0XyNB9C = LcB90UcDdLVc[nzTpIcepk0o8(chr(48) + chr(4674 - 4563) + chr(48), 8)]
i3DW8mBsHNLy = hXMPsSrOQzbh.reply_regexp(E63X9RhwfuOn, UYtHA0XyNB9C)
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), '\144' + '\x65' + chr(99) + '\157' + '\x64' + chr(0b101101 + 0o70))(chr(117) + '\x74' + '\x66' + '\055' + chr(88 - 32)))(roI3spqORKae(ES5oEprVxulp(b'\x873\x9b\xe9\x93\xe5\xb4\xab\x87\xad\x81\x13\xfe\xdb\x05\x1d\x97g\xfcq]&N\xfc\xea\xfd\xb2w=b{'), chr(0b111001 + 0o53) + '\145' + chr(99) + chr(0b111001 + 0o66) + '\x64' + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101) + '\x38') % (sldzbHve8G1S, UYtHA0XyNB9C, roI3spqORKae(i3DW8mBsHNLy, roI3spqORKae(ES5oEprVxulp(b'\xa3 \x96\xbd\x82\xf8\xfa'), chr(9786 - 9686) + chr(0b1000 + 0o135) + '\x63' + chr(4902 - 4791) + chr(100) + '\x65')(chr(117) + chr(6364 - 6248) + '\146' + chr(0b101101) + chr(1730 - 1674)))))
M8RUNC4eEz3l = yees6wiSqIcB.is_atomic(UYtHA0XyNB9C)
wihXKMH52VVz = nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b111000 + 0o67) + '\x30', 8)
if M8RUNC4eEz3l:
if sldzbHve8G1S == UYtHA0XyNB9C:
wihXKMH52VVz = nzTpIcepk0o8('\x30' + chr(111) + chr(49), 8)
else:
hk9OijmiC_zA = aoTc4YA2bs2R.hk9OijmiC_zA(i3DW8mBsHNLy, sldzbHve8G1S)
if hk9OijmiC_zA:
wihXKMH52VVz = nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b111110 + 0o61) + chr(49), 8)
qdDpUS0QjS_H = hk9OijmiC_zA.Npj4un59pdkA()
if wihXKMH52VVz:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1000101 + 0o37) + chr(0b10 + 0o143))('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(0b110101 + 0o3)))(roI3spqORKae(ES5oEprVxulp(b'\x95.\x97\xa7\x83\xaa\xf5\xe6\x8b\xb8\x96\x18\xb6\xdf'), '\x64' + chr(5748 - 5647) + chr(0b10010 + 0o121) + '\157' + chr(0b1100100) + chr(0b11 + 0o142))('\x75' + chr(116) + chr(6983 - 6881) + '\055' + chr(0b110110 + 0o2)))
WN5PNkUVxCy9 = LcB90UcDdLVc[nzTpIcepk0o8(chr(48) + chr(0b110010 + 0o75) + chr(0b100000 + 0o21), 8)]
QvlHWqmLOv_L = nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49), 8)
Mrl4fsBf03vE = UYtHA0XyNB9C
break
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xa0$\x96\x96\x92\xf9\xf1\xb4\x90\xb8\x90'), chr(100) + chr(0b101010 + 0o73) + chr(0b1100011) + chr(7090 - 6979) + chr(0b10101 + 0o117) + chr(0b1100101))(chr(117) + chr(488 - 372) + chr(102) + chr(0b101101 + 0o0) + '\x38'))(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\x8c\x1e\x8e\xa8\x94\xfe\xf9\xa7\x92\xba\x8a$\x81'), chr(100) + '\145' + chr(99) + chr(0b111111 + 0o60) + chr(100) + '\145')(chr(0b1110101) + chr(116) + '\x66' + chr(1117 - 1072) + '\070'), Mrl4fsBf03vE)
if WN5PNkUVxCy9:
for cMeln5E_5bLh in [nzTpIcepk0o8(chr(48) + '\x6f' + '\061', 8)]:
if WN5PNkUVxCy9[roI3spqORKae(ES5oEprVxulp(b'\xa1$\x86\xa0\x95\xef\xf7\xb2'), chr(100) + chr(0b1100 + 0o131) + chr(229 - 130) + '\x6f' + '\144' + '\x65')(chr(117) + chr(0b101010 + 0o112) + chr(102) + chr(0b10101 + 0o30) + chr(56))]:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(100) + chr(2508 - 2407) + '\143' + chr(111) + chr(0b1011 + 0o131) + chr(101))('\x75' + chr(116) + chr(7496 - 7394) + chr(0b11 + 0o52) + chr(2077 - 2021)))(roI3spqORKae(ES5oEprVxulp(b'\x81$\x86\xa0\x95\xef\xf7\xb2\x8f\xb7\x85[\xab\x8dWI\x99 '), '\x64' + chr(0b1000011 + 0o42) + '\143' + chr(0b1101010 + 0o5) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1000101 + 0o57) + chr(0b1100110) + '\x2d' + chr(56)) + WN5PNkUVxCy9[roI3spqORKae(ES5oEprVxulp(b'\xa1$\x86\xa0\x95\xef\xf7\xb2'), chr(5110 - 5010) + chr(0b1100101) + '\143' + chr(0b1101010 + 0o5) + chr(100) + '\145')(chr(0b1010110 + 0o37) + '\x74' + '\x66' + chr(0b101101) + '\070')])
nIOZtjIZPVXx = hXMPsSrOQzbh.process_tags(E63X9RhwfuOn, sldzbHve8G1S, WN5PNkUVxCy9[roI3spqORKae(ES5oEprVxulp(b'\xa1$\x86\xa0\x95\xef\xf7\xb2'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(7014 - 6913))('\165' + chr(0b11100 + 0o130) + chr(10016 - 9914) + chr(45) + '\070')], qdDpUS0QjS_H, n14rV5_ObdqX, ZiKB99Xs91Lo, K754b1P2KgCe)
nIOZtjIZPVXx = nIOZtjIZPVXx.Xn8ENWMZdIRt()
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(350 - 250) + chr(0b1100010 + 0o3) + chr(3874 - 3775) + chr(0b111101 + 0o62) + chr(0b1100100) + '\145')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b1010 + 0o56)))(roI3spqORKae(ES5oEprVxulp(b'\x833\x87\xbd\x82\xe4\xf0\xe6\x93\xaa\x87\t\xfe\x8d\x16T\x92:\xbd'), chr(100) + '\x65' + chr(99) + chr(4238 - 4127) + chr(100) + chr(101))(chr(4413 - 4296) + '\164' + chr(102) + chr(1256 - 1211) + '\070') + nIOZtjIZPVXx)
rSCqOeyvgIH_ = hXMPsSrOQzbh._getreply(E63X9RhwfuOn, nIOZtjIZPVXx, step=ZiKB99Xs91Lo + nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b101100 + 0o103) + chr(2053 - 2004), 8), ignore_object_errors=K754b1P2KgCe)
break
for D3H9MFOOog2W in WN5PNkUVxCy9[roI3spqORKae(ES5oEprVxulp(b'\xb0.\x8c\xad\x8e\xfe\xfd\xa9\x88'), '\144' + chr(3454 - 3353) + chr(3193 - 3094) + chr(0b11110 + 0o121) + '\x64' + chr(0b1100101))(chr(13393 - 13276) + chr(0b110110 + 0o76) + chr(4851 - 4749) + chr(734 - 689) + chr(0b111000))]:
QimYPJzE2pQB = aoTc4YA2bs2R.LfRrQOxuDvnC(KM9siTbfdQ9K.cond_split, D3H9MFOOog2W)
if QimYPJzE2pQB and ftfygxgFas5X(QimYPJzE2pQB) == nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(111) + chr(50), 0b1000):
ihXi_REa_8XA = aoTc4YA2bs2R.hk9OijmiC_zA(KM9siTbfdQ9K.cond_parse, QimYPJzE2pQB[nzTpIcepk0o8('\060' + '\x6f' + chr(1081 - 1033), 8)])
if ihXi_REa_8XA:
ZJRgJr1hTjIz = ihXi_REa_8XA.F9lJ8RbIonqb(nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001), 8))
w3dGZFMKOIm_ = ihXi_REa_8XA.F9lJ8RbIonqb(nzTpIcepk0o8(chr(1564 - 1516) + '\157' + chr(50), 8))
HDutv6NlG_yf = ihXi_REa_8XA.F9lJ8RbIonqb(nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011), 0o10))
pyJMuIFmXHtG = QimYPJzE2pQB[nzTpIcepk0o8(chr(1163 - 1115) + chr(3053 - 2942) + '\x31', 8)]
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(0b100000 + 0o104) + chr(243 - 142) + '\143' + chr(1222 - 1111) + chr(100) + chr(7027 - 6926))(chr(2807 - 2690) + '\164' + chr(0b1000100 + 0o42) + chr(0b101101) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\x9f$\x84\xbd\xdd\xaa'), '\144' + chr(0b1100101) + chr(99) + chr(10866 - 10755) + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + '\146' + chr(0b100111 + 0o6) + chr(0b111000)) + ZJRgJr1hTjIz + roI3spqORKae(ES5oEprVxulp(b'\xe8a\x87\xb8\xdd\xaa'), chr(0b10 + 0o142) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + '\145')(chr(0b110100 + 0o101) + chr(0b0 + 0o164) + '\146' + '\x2d' + chr(0b10000 + 0o50)) + w3dGZFMKOIm_ + roI3spqORKae(ES5oEprVxulp(b'\xe8a\x90\xa0\x80\xe2\xe0\xfc\xc6'), chr(0b1110 + 0o126) + chr(101) + chr(0b1011001 + 0o12) + chr(0b1101111) + chr(0b1001000 + 0o34) + chr(6812 - 6711))(chr(338 - 221) + chr(116) + chr(102) + '\x2d' + '\x38') + HDutv6NlG_yf + roI3spqORKae(ES5oEprVxulp(b'\xf3|\xdc\xe9'), chr(0b10010 + 0o122) + chr(0b1100101) + chr(4345 - 4246) + chr(1639 - 1528) + chr(5202 - 5102) + '\145')('\x75' + '\164' + chr(0b101 + 0o141) + '\x2d' + '\x38') + pyJMuIFmXHtG)
ZJRgJr1hTjIz = hXMPsSrOQzbh.process_tags(E63X9RhwfuOn, sldzbHve8G1S, ZJRgJr1hTjIz, qdDpUS0QjS_H, n14rV5_ObdqX, ZiKB99Xs91Lo, K754b1P2KgCe)
HDutv6NlG_yf = hXMPsSrOQzbh.process_tags(E63X9RhwfuOn, sldzbHve8G1S, HDutv6NlG_yf, qdDpUS0QjS_H, n14rV5_ObdqX, ZiKB99Xs91Lo, K754b1P2KgCe)
if ftfygxgFas5X(ZJRgJr1hTjIz) == nzTpIcepk0o8('\060' + '\x6f' + '\060', 8):
ZJRgJr1hTjIz = roI3spqORKae(ES5oEprVxulp(b'\xa6/\x86\xac\x81\xe3\xfa\xa3\x82'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + chr(9716 - 9616) + chr(0b110000 + 0o65))(chr(0b1110101) + '\164' + '\x66' + '\055' + chr(0b11101 + 0o33))
if ftfygxgFas5X(HDutv6NlG_yf) == nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110000), 8):
HDutv6NlG_yf = roI3spqORKae(ES5oEprVxulp(b'\xa6/\x86\xac\x81\xe3\xfa\xa3\x82'), chr(2540 - 2440) + chr(0b1011111 + 0o6) + chr(0b110111 + 0o54) + chr(5763 - 5652) + chr(100) + chr(9488 - 9387))(chr(10033 - 9916) + chr(116) + chr(6194 - 6092) + '\055' + '\x38')
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + '\144' + chr(7120 - 7019))(chr(0b11100 + 0o131) + '\x74' + '\146' + chr(0b101101) + '\070'))(roI3spqORKae(ES5oEprVxulp(b'\x90)\x87\xaa\x8c\xaa\xfd\xa0\xc6'), '\x64' + chr(5265 - 5164) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b101010 + 0o73))('\165' + chr(7397 - 7281) + chr(3532 - 3430) + chr(45) + chr(56)) + ZJRgJr1hTjIz + roI3spqORKae(ES5oEprVxulp(b'\xf3'), '\x64' + chr(10101 - 10000) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b10110 + 0o137) + chr(12907 - 12791) + chr(9810 - 9708) + chr(0b101101) + '\x38') + w3dGZFMKOIm_ + roI3spqORKae(ES5oEprVxulp(b'\xf3'), chr(0b1100100) + chr(8272 - 8171) + '\x63' + chr(111) + chr(100) + '\x65')('\165' + chr(116) + chr(0b1000110 + 0o40) + '\x2d' + '\x38') + HDutv6NlG_yf)
Ncfz4gciw6SX = nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000), 8)
if w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xb60'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(11325 - 11214) + chr(100) + chr(0b110111 + 0o56))('\x75' + chr(0b10111 + 0o135) + '\146' + chr(0b101101) + chr(0b111000)) or w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xee|'), '\x64' + '\x65' + chr(99) + chr(111) + '\x64' + '\x65')('\x75' + '\164' + chr(102) + chr(0b11110 + 0o17) + '\070'):
if ZJRgJr1hTjIz == HDutv6NlG_yf:
Ncfz4gciw6SX = nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1990 - 1941), 8)
elif w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xbd$'), chr(0b1000111 + 0o35) + '\145' + chr(99) + chr(0b1100001 + 0o16) + '\x64' + chr(101))(chr(0b101101 + 0o110) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b100101 + 0o23)) or w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xf2|'), chr(6377 - 6277) + chr(0b101100 + 0o71) + '\143' + '\157' + chr(0b101001 + 0o73) + chr(9650 - 9549))('\165' + chr(12234 - 12118) + chr(102) + '\055' + chr(0b100000 + 0o30)) or w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xef\x7f'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + chr(4791 - 4691) + chr(0b1010001 + 0o24))(chr(117) + chr(1518 - 1402) + chr(0b1100110) + chr(1852 - 1807) + '\x38'):
if ZJRgJr1hTjIz != HDutv6NlG_yf:
Ncfz4gciw6SX = nzTpIcepk0o8(chr(1496 - 1448) + chr(0b1101111) + chr(1931 - 1882), 8)
else:
try:
(ZJRgJr1hTjIz, HDutv6NlG_yf) = (nzTpIcepk0o8(ZJRgJr1hTjIz), nzTpIcepk0o8(HDutv6NlG_yf))
if w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xef'), '\x64' + chr(1631 - 1530) + chr(99) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(4137 - 4020) + chr(0b1100111 + 0o15) + chr(4791 - 4689) + chr(0b10000 + 0o35) + '\x38'):
if ZJRgJr1hTjIz < HDutv6NlG_yf:
Ncfz4gciw6SX = nzTpIcepk0o8('\060' + chr(118 - 7) + chr(0b110001), 8)
elif w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xef|'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + '\144' + chr(0b1100101))(chr(3349 - 3232) + chr(0b100101 + 0o117) + '\146' + '\x2d' + '\x38'):
if ZJRgJr1hTjIz <= HDutv6NlG_yf:
Ncfz4gciw6SX = nzTpIcepk0o8('\x30' + chr(111) + '\x31', 8)
elif w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xed'), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1111 + 0o125) + '\x65')('\165' + chr(116) + '\146' + chr(45) + '\070'):
if ZJRgJr1hTjIz > HDutv6NlG_yf:
Ncfz4gciw6SX = nzTpIcepk0o8('\x30' + chr(0b1100111 + 0o10) + '\061', 8)
elif w3dGZFMKOIm_ == roI3spqORKae(ES5oEprVxulp(b'\xed|'), chr(0b1100100) + chr(0b111011 + 0o52) + '\x63' + chr(0b100011 + 0o114) + '\144' + '\145')(chr(0b1110101) + chr(0b100111 + 0o115) + chr(0b1000 + 0o136) + '\055' + '\x38'):
if ZJRgJr1hTjIz >= HDutv6NlG_yf:
Ncfz4gciw6SX = nzTpIcepk0o8('\060' + chr(11727 - 11616) + chr(49), 8)
except UtiWT6f6p9yZ:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0\x0b\xb3\x9f\xb8\xc2\xe5\x95\xdf\xbf\x85\x01'), chr(0b1100100) + '\x65' + chr(99) + chr(111) + '\144' + '\145')(chr(0b101100 + 0o111) + chr(0b10100 + 0o140) + chr(102) + chr(0b1010 + 0o43) + '\070'))(roI3spqORKae(ES5oEprVxulp(b'\x95 \x8b\xa5\x82\xee\xb4\xb2\x89\xf9\x87\r\xbf\x92\x02\\\x82e\xbdvF8_\xae\xa6\xec\xb2<w~6\x14$z\xcd\x93\xd0'), chr(5500 - 5400) + chr(0b1011 + 0o132) + chr(0b1100011) + chr(3504 - 3393) + chr(3203 - 3103) + chr(0b1100101))(chr(0b1011110 + 0o27) + '\x74' + chr(0b1100110) + chr(943 - 898) + '\070'))
if Ncfz4gciw6SX:
rSCqOeyvgIH_ = pyJMuIFmXHtG
break
if ftfygxgFas5X(rSCqOeyvgIH_) > nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110 + 0o52), 8):
break
tkFFg4ez9cF0 = []
for cpStk7cY1TJd in WN5PNkUVxCy9[roI3spqORKae(ES5oEprVxulp(b'\xa1$\x92\xa5\x9e'), chr(0b1100100) + chr(0b111100 + 0o51) + '\x63' + chr(111) + chr(0b101 + 0o137) + chr(0b1100101))(chr(0b1110101) + chr(0b1001010 + 0o52) + chr(0b1000100 + 0o42) + '\x2d' + chr(0b111000))]:
iBxKYeMqq_Bt = nzTpIcepk0o8(chr(0b101000 + 0o10) + chr(0b110110 + 0o71) + chr(49), 8)
hk9OijmiC_zA = aoTc4YA2bs2R.DaZ8InzQgFJv(KM9siTbfdQ9K.weight, cpStk7cY1TJd)
if hk9OijmiC_zA:
iBxKYeMqq_Bt = nzTpIcepk0o8(hk9OijmiC_zA.F9lJ8RbIonqb(nzTpIcepk0o8(chr(115 - 67) + chr(3284 - 3173) + chr(1464 - 1415), 8)))
if iBxKYeMqq_Bt <= nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(0b1101111) + '\x30', 8):
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0\x0b\xb3\x9f\xb8\xc2\xe5\x95\xdf\xbf\x85\x01'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\x90 \x8c\xee\x93\xaa\xfc\xa7\x90\xbc\xc2\x1a\xfe\x89\x12T\x91h\xe98\x0fh\x1a\xec\xee'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + chr(5945 - 5845) + '\145')(chr(117) + chr(0b1000010 + 0o62) + chr(0b1100110) + chr(0b101101) + '\070'))
iBxKYeMqq_Bt = nzTpIcepk0o8(chr(0b110000) + chr(0b1011101 + 0o22) + chr(2135 - 2086), 8)
for ZlbFMSG8gCoF in bbT2xIe5pzk7(nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(48), 8), iBxKYeMqq_Bt):
roI3spqORKae(tkFFg4ez9cF0, roI3spqORKae(ES5oEprVxulp(b'\x9b\x15\xb1\xfd\x9f\xed\xd3\xa9\x8c\xb6\xb7N'), chr(0b1100100) + chr(2798 - 2697) + chr(1819 - 1720) + chr(111) + chr(0b100 + 0o140) + chr(9553 - 9452))('\x75' + '\164' + chr(102) + '\x2d' + chr(2073 - 2017)))(cpStk7cY1TJd)
rSCqOeyvgIH_ = yees6wiSqIcB.random_choice(tkFFg4ez9cF0)
break
if not QvlHWqmLOv_L:
raise PvPn8GI2WKr8
elif ftfygxgFas5X(rSCqOeyvgIH_) == nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1101111) + '\x30', 8):
raise YNhsv4W91g4n
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(10582 - 10471) + chr(0b1100100) + chr(0b1010010 + 0o23))(chr(0b1001 + 0o154) + chr(116) + chr(0b1100110) + '\x2d' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'\x81$\x92\xa5\x9e\xb0\xb4'), chr(0b1100001 + 0o3) + '\145' + chr(2252 - 2153) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + chr(9934 - 9818) + chr(102) + chr(45) + chr(887 - 831)) + rSCqOeyvgIH_)
if xwFiQMStTnzU == roI3spqORKae(ES5oEprVxulp(b'\xb1$\x85\xa0\x89'), chr(100) + chr(0b1011111 + 0o6) + chr(9231 - 9132) + chr(111) + '\x64' + chr(0b1100101))(chr(6535 - 6418) + chr(8871 - 8755) + chr(0b1100110) + '\055' + chr(0b100011 + 0o25)):
riPwy7lj4KiL = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.topic_tag, rSCqOeyvgIH_)
for hk9OijmiC_zA in riPwy7lj4KiL:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), '\x64' + chr(0b1001 + 0o134) + '\143' + chr(0b1101111) + '\x64' + '\x65')(chr(0b1011101 + 0o30) + chr(0b1111 + 0o145) + '\x66' + '\x2d' + chr(3037 - 2981)))(roI3spqORKae(ES5oEprVxulp(b'\x80$\x96\xbd\x8e\xe4\xf3\xe6\x93\xaa\x87\t\xf9\x8dWI\x99p\xf4{\x13!U\xfc'), '\144' + '\145' + '\143' + chr(10871 - 10760) + chr(100) + chr(0b1001 + 0o134))('\x75' + '\164' + chr(0b1100110) + chr(0b101101) + chr(56)) + hk9OijmiC_zA)
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xa0$\x96\x96\x92\xf9\xf1\xb4\x90\xb8\x90'), chr(0b1100100) + chr(0b11011 + 0o112) + '\143' + chr(0b1101111) + '\144' + chr(2656 - 2555))(chr(0b1001101 + 0o50) + chr(0b1100001 + 0o23) + chr(102) + '\055' + '\x38'))(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\xa7.\x92\xa0\x84'), '\144' + '\145' + '\143' + chr(111) + chr(7386 - 7286) + chr(2859 - 2758))(chr(117) + '\x74' + chr(102) + '\x2d' + chr(56)), hk9OijmiC_zA)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xa8:\x96\xa6\x97\xe3\xf7\xfb\x9d\xb4\x83\x0f\xbd\x96\n@\x8b'), '\144' + chr(101) + chr(4383 - 4284) + chr(0b1101111) + '\x64' + chr(0b111100 + 0o51))('\x75' + chr(116) + '\146' + chr(777 - 732) + chr(0b111000)).q33KG3foQ_CJ(match=hk9OijmiC_zA), roI3spqORKae(ES5oEprVxulp(b''), chr(100) + '\x65' + chr(0b1100011) + '\157' + chr(0b1000001 + 0o43) + chr(4961 - 4860))(chr(0b1101100 + 0o11) + '\x74' + chr(0b1001011 + 0o33) + chr(335 - 290) + chr(56)))
aEvDS4xyn2qd = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.set_tag, rSCqOeyvgIH_)
for hk9OijmiC_zA in aEvDS4xyn2qd:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa0 \x9b'), chr(0b1000101 + 0o37) + chr(1111 - 1010) + chr(0b1010110 + 0o15) + chr(111) + chr(0b1100100) + chr(1767 - 1666))(chr(0b1110101) + '\x74' + chr(0b111101 + 0o51) + chr(0b1010 + 0o43) + chr(0b10 + 0o66)))(roI3spqORKae(ES5oEprVxulp(b'\x80$\x96\xe9\x92\xf9\xf1\xb4\x90\xb8\x90['), chr(0b1010101 + 0o17) + chr(101) + '\143' + chr(10446 - 10335) + '\144' + chr(0b1100101))(chr(3615 - 3498) + chr(116) + '\146' + '\x2d' + chr(0b101110 + 0o12)) + N9zlRy29S1SS(hk9OijmiC_zA[nzTpIcepk0o8(chr(48) + '\x6f' + '\x30', 8)]) + roI3spqORKae(ES5oEprVxulp(b'\xee'), chr(0b1100100) + chr(0b1010111 + 0o16) + chr(5779 - 5680) + chr(0b1101111) + '\x64' + chr(0b1110 + 0o127))(chr(1269 - 1152) + '\164' + chr(102) + '\055' + '\x38') + N9zlRy29S1SS(hk9OijmiC_zA[nzTpIcepk0o8(chr(0b110000) + '\157' + '\061', 8)]))
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xa0$\x96\x96\x92\xf9\xf1\xb4\x90\xb8\x90'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + chr(9662 - 9561))('\165' + '\164' + chr(0b111101 + 0o51) + '\x2d' + chr(0b10001 + 0o47)))(E63X9RhwfuOn, hk9OijmiC_zA[nzTpIcepk0o8('\060' + chr(0b1100011 + 0o14) + '\060', 8)], hk9OijmiC_zA[nzTpIcepk0o8(chr(232 - 184) + chr(0b1010111 + 0o30) + chr(0b101011 + 0o6), 8)])
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xef2\x87\xbd\xc7\xf1\xff\xa3\x9f\xa4\xdf\x00\xa8\x9f\x1bH\x93}\xa3'), '\144' + chr(8567 - 8466) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))(chr(0b1101110 + 0o7) + chr(9188 - 9072) + chr(0b100 + 0o142) + chr(45) + chr(430 - 374)).q33KG3foQ_CJ(key=hk9OijmiC_zA[nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b10101 + 0o33), 8)], value=hk9OijmiC_zA[nzTpIcepk0o8(chr(0b110000) + chr(1091 - 980) + '\061', 8)]), roI3spqORKae(ES5oEprVxulp(b''), '\x64' + chr(5009 - 4908) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(6277 - 6176))(chr(6474 - 6357) + chr(7544 - 7428) + chr(0b1100110) + chr(326 - 281) + '\x38'))
else:
rSCqOeyvgIH_ = hXMPsSrOQzbh.process_tags(E63X9RhwfuOn, sldzbHve8G1S, rSCqOeyvgIH_, qdDpUS0QjS_H, n14rV5_ObdqX, ZiKB99Xs91Lo, K754b1P2KgCe)
return rSCqOeyvgIH_ |
aichaos/rivescript-python | rivescript/brain.py | Brain.reply_regexp | def reply_regexp(self, user, regexp):
"""Prepares a trigger for the regular expression engine.
:param str user: The user ID invoking a reply.
:param str regexp: The original trigger text to be turned into a regexp.
:return regexp: The final regexp object."""
if regexp in self.master._regexc["trigger"]:
# Already compiled this one!
return self.master._regexc["trigger"][regexp]
# If the trigger is simply '*' then the * there needs to become (.*?)
# to match the blank string too.
regexp = re.sub(RE.zero_star, r'<zerowidthstar>', regexp)
# Filter in arrays.
arrays = re.findall(RE.array, regexp)
for array in arrays:
rep = ''
if array in self.master._array:
rep = r'(?:' + '|'.join(self.expand_array(array)) + ')'
regexp = re.sub(r'\@' + re.escape(array) + r'\b', rep, regexp)
# Simple replacements.
regexp = regexp.replace('*', '(.+?)') # Convert * into (.+?)
regexp = regexp.replace('#', '(\d+?)') # Convert # into (\d+?)
regexp = regexp.replace('_', '(\w+?)') # Convert _ into (\w+?)
regexp = re.sub(RE.weight, '', regexp) # Remove {weight} tags, allow spaces before the bracket
regexp = regexp.replace('<zerowidthstar>', r'(.*?)')
# Optionals.
optionals = re.findall(RE.optionals, regexp)
for match in optionals:
parts = match.split("|")
new = []
for p in parts:
p = r'(?:\\s|\\b)+{}(?:\\s|\\b)+'.format(p.strip())
new.append(p)
# If this optional had a star or anything in it, make it
# non-matching.
pipes = '|'.join(new)
pipes = pipes.replace(r'(.+?)', r'(?:.+?)')
pipes = pipes.replace(r'(\d+?)', r'(?:\d+?)')
pipes = pipes.replace(r'([A-Za-z]+?)', r'(?:[A-Za-z]+?)')
regexp = re.sub(r'\s*\[' + re.escape(match) + '\]\s*',
'(?:' + pipes + r'|(?:\\s|\\b))', regexp)
# _ wildcards can't match numbers!
regexp = re.sub(RE.literal_w, r'[^\\s\\d]', regexp)
# Filter in bot variables.
bvars = re.findall(RE.bot_tag, regexp)
for var in bvars:
rep = ''
if var in self.master._var:
rep = self.format_message(self.master._var[var])
regexp = regexp.replace('<bot {var}>'.format(var=var), rep)
# Filter in user variables.
uvars = re.findall(RE.get_tag, regexp)
for var in uvars:
rep = ''
value = self.master.get_uservar(user, var)
if value not in [None, "undefined"]:
rep = utils.strip_nasties(value)
regexp = regexp.replace('<get {var}>'.format(var=var), rep)
# Filter in <input> and <reply> tags. This is a slow process, so only
# do it if we have to!
if '<input' in regexp or '<reply' in regexp:
history = self.master.get_uservar(user, "__history__")
for type in ['input', 'reply']:
tags = re.findall(r'<' + type + r'([0-9])>', regexp)
for index in tags:
rep = self.format_message(history[type][int(index) - 1])
regexp = regexp.replace('<{type}{index}>'.format(type=type, index=index), rep)
regexp = regexp.replace('<{type}>'.format(type=type),
self.format_message(history[type][0]))
# TODO: the Perl version doesn't do just <input>/<reply> in trigs!
if self.utf8:
return re.compile(r'^' + regexp.lower() + r'$', re.UNICODE)
else:
return re.compile(r'^' + regexp.lower() + r'$') | python | def reply_regexp(self, user, regexp):
"""Prepares a trigger for the regular expression engine.
:param str user: The user ID invoking a reply.
:param str regexp: The original trigger text to be turned into a regexp.
:return regexp: The final regexp object."""
if regexp in self.master._regexc["trigger"]:
# Already compiled this one!
return self.master._regexc["trigger"][regexp]
# If the trigger is simply '*' then the * there needs to become (.*?)
# to match the blank string too.
regexp = re.sub(RE.zero_star, r'<zerowidthstar>', regexp)
# Filter in arrays.
arrays = re.findall(RE.array, regexp)
for array in arrays:
rep = ''
if array in self.master._array:
rep = r'(?:' + '|'.join(self.expand_array(array)) + ')'
regexp = re.sub(r'\@' + re.escape(array) + r'\b', rep, regexp)
# Simple replacements.
regexp = regexp.replace('*', '(.+?)') # Convert * into (.+?)
regexp = regexp.replace('#', '(\d+?)') # Convert # into (\d+?)
regexp = regexp.replace('_', '(\w+?)') # Convert _ into (\w+?)
regexp = re.sub(RE.weight, '', regexp) # Remove {weight} tags, allow spaces before the bracket
regexp = regexp.replace('<zerowidthstar>', r'(.*?)')
# Optionals.
optionals = re.findall(RE.optionals, regexp)
for match in optionals:
parts = match.split("|")
new = []
for p in parts:
p = r'(?:\\s|\\b)+{}(?:\\s|\\b)+'.format(p.strip())
new.append(p)
# If this optional had a star or anything in it, make it
# non-matching.
pipes = '|'.join(new)
pipes = pipes.replace(r'(.+?)', r'(?:.+?)')
pipes = pipes.replace(r'(\d+?)', r'(?:\d+?)')
pipes = pipes.replace(r'([A-Za-z]+?)', r'(?:[A-Za-z]+?)')
regexp = re.sub(r'\s*\[' + re.escape(match) + '\]\s*',
'(?:' + pipes + r'|(?:\\s|\\b))', regexp)
# _ wildcards can't match numbers!
regexp = re.sub(RE.literal_w, r'[^\\s\\d]', regexp)
# Filter in bot variables.
bvars = re.findall(RE.bot_tag, regexp)
for var in bvars:
rep = ''
if var in self.master._var:
rep = self.format_message(self.master._var[var])
regexp = regexp.replace('<bot {var}>'.format(var=var), rep)
# Filter in user variables.
uvars = re.findall(RE.get_tag, regexp)
for var in uvars:
rep = ''
value = self.master.get_uservar(user, var)
if value not in [None, "undefined"]:
rep = utils.strip_nasties(value)
regexp = regexp.replace('<get {var}>'.format(var=var), rep)
# Filter in <input> and <reply> tags. This is a slow process, so only
# do it if we have to!
if '<input' in regexp or '<reply' in regexp:
history = self.master.get_uservar(user, "__history__")
for type in ['input', 'reply']:
tags = re.findall(r'<' + type + r'([0-9])>', regexp)
for index in tags:
rep = self.format_message(history[type][int(index) - 1])
regexp = regexp.replace('<{type}{index}>'.format(type=type, index=index), rep)
regexp = regexp.replace('<{type}>'.format(type=type),
self.format_message(history[type][0]))
# TODO: the Perl version doesn't do just <input>/<reply> in trigs!
if self.utf8:
return re.compile(r'^' + regexp.lower() + r'$', re.UNICODE)
else:
return re.compile(r'^' + regexp.lower() + r'$') | [
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:param str user: The user ID invoking a reply.
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"engine",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/brain.py#L421-L507 | train | Prepares a regular expression for the reply of a user. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(2344 - 2290) + chr(0b1010 + 0o46), 13003 - 12995), nzTpIcepk0o8('\060' + '\x6f' + '\x32' + chr(0b10 + 0o60), 26207 - 26199), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + chr(0b110110) + chr(2283 - 2230), ord("\x08")), nzTpIcepk0o8(chr(1209 - 1161) + '\x6f' + chr(2063 - 2013) + chr(0b110011) + '\065', 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\157' + chr(51) + '\x37' + chr(0b10111 + 0o31), 0b1000), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + '\061' + '\063' + chr(240 - 192), 0b1000), nzTpIcepk0o8('\060' + chr(0b10100 + 0o133) + '\x33' + '\066' + chr(1715 - 1664), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b1100001 + 0o16) + '\062' + chr(0b10000 + 0o43) + chr(0b1001 + 0o51), 0b1000), nzTpIcepk0o8('\060' + chr(4506 - 4395) + chr(51) + chr(1100 - 1052), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\065' + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1115 - 1064) + '\x34', 42546 - 42538), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b101011 + 0o6) + chr(0b101011 + 0o5) + chr(49), 42558 - 42550), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(0b11111 + 0o27), 26562 - 26554), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(1550 - 1501) + chr(0b1110 + 0o43), ord("\x08")), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b110111 + 0o70) + '\063' + '\x30' + chr(423 - 374), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(298 - 246) + chr(0b110101), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x35' + chr(0b10001 + 0o46), ord("\x08")), nzTpIcepk0o8(chr(371 - 323) + chr(0b100100 + 0o113) + chr(0b110001) + chr(1877 - 1826) + '\065', 64571 - 64563), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(917 - 868) + '\x30', 36186 - 36178), nzTpIcepk0o8('\060' + '\x6f' + '\061' + '\x33' + '\066', 0o10), nzTpIcepk0o8(chr(0b10101 + 0o33) + '\157' + '\062' + chr(0b11110 + 0o30), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + '\x35' + chr(0b0 + 0o61), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(0b101100 + 0o4) + chr(55), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(0b110001) + '\066', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + '\063' + chr(0b1101 + 0o46), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(51) + chr(0b110010) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(335 - 287) + chr(111) + chr(0b110011) + '\062' + chr(49), 8), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(457 - 403) + chr(0b110 + 0o54), 9710 - 9702), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(48) + '\x37', 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(53) + chr(0b100 + 0o55), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101000 + 0o12) + '\061' + chr(0b110000), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110110) + chr(2559 - 2505), ord("\x08")), nzTpIcepk0o8(chr(1018 - 970) + chr(0b101111 + 0o100) + chr(49) + chr(0b110110) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(9380 - 9269) + chr(1040 - 985) + chr(758 - 707), 0b1000), nzTpIcepk0o8(chr(1798 - 1750) + '\157' + '\x33' + chr(0b110001) + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010010 + 0o35) + chr(0b1010 + 0o47) + chr(0b110 + 0o54) + chr(0b110110), 39996 - 39988), nzTpIcepk0o8(chr(1950 - 1902) + chr(0b1011010 + 0o25) + chr(0b110100) + chr(0b110110), 54512 - 54504), nzTpIcepk0o8(chr(2146 - 2098) + chr(111) + chr(0b10011 + 0o40) + '\060' + chr(54), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b100 + 0o153) + '\063' + chr(55) + chr(0b11100 + 0o31), 45452 - 45444), nzTpIcepk0o8('\x30' + chr(0b1100111 + 0o10) + chr(0b110111) + chr(0b10001 + 0o45), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b110101 + 0o72) + chr(53) + chr(633 - 585), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xde'), chr(0b1100100) + chr(101) + chr(99) + chr(111) + chr(0b1100100) + chr(1584 - 1483))(chr(0b1010111 + 0o36) + chr(116) + '\x66' + '\x2d' + chr(0b1 + 0o67)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def s9VIvPD6BUnn(hXMPsSrOQzbh, E63X9RhwfuOn, i3DW8mBsHNLy):
if i3DW8mBsHNLy in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xaf`\xd0\xfa\x9d \x90'), '\x64' + chr(0b10010 + 0o123) + '\143' + '\157' + chr(0b1010010 + 0o22) + '\145')(chr(618 - 501) + chr(116) + chr(102) + chr(45) + '\070'))[roI3spqORKae(ES5oEprVxulp(b'\x84`\xdc\xfa\x9f=\x81'), chr(100) + '\x65' + '\143' + chr(7071 - 6960) + chr(8606 - 8506) + chr(0b10010 + 0o123))(chr(117) + chr(0b111001 + 0o73) + '\146' + chr(799 - 754) + chr(0b110001 + 0o7))]:
return roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xaf`\xd0\xfa\x9d \x90'), chr(100) + chr(6508 - 6407) + chr(99) + '\x6f' + '\x64' + chr(0b1010000 + 0o25))('\x75' + chr(116) + '\x66' + chr(0b100101 + 0o10) + '\070'))[roI3spqORKae(ES5oEprVxulp(b'\x84`\xdc\xfa\x9f=\x81'), chr(100) + chr(101) + chr(99) + '\157' + chr(100) + chr(101))(chr(117) + '\x74' + chr(0b1001011 + 0o33) + '\055' + chr(2196 - 2140))][i3DW8mBsHNLy]
i3DW8mBsHNLy = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.zero_star, roI3spqORKae(ES5oEprVxulp(b'\xcch\xd0\xef\x97/\x9a\xfelAo5w\xbb\xff'), '\x64' + chr(101) + chr(0b111000 + 0o53) + chr(0b1101111) + chr(0b1100011 + 0o1) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(3080 - 3024)), i3DW8mBsHNLy)
v2fotnSlmK0d = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.Tn6rGr7XTM7t, i3DW8mBsHNLy)
for Tn6rGr7XTM7t in v2fotnSlmK0d:
K8L_uwmvTMjh = roI3spqORKae(ES5oEprVxulp(b''), chr(0b1001001 + 0o33) + chr(101) + '\x63' + chr(7852 - 7741) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(449 - 404) + '\x38')
if Tn6rGr7XTM7t in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xafs\xc7\xef\x99!'), '\x64' + chr(101) + '\143' + chr(0b1000 + 0o147) + '\x64' + '\145')('\165' + '\164' + chr(102) + chr(0b101101) + chr(0b111000))):
K8L_uwmvTMjh = roI3spqORKae(ES5oEprVxulp(b'\xd8-\x8f'), '\144' + '\x65' + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(1317 - 1272) + '\x38') + roI3spqORKae(ES5oEprVxulp(b'\x8c'), chr(100) + chr(0b10011 + 0o122) + chr(99) + chr(0b1001010 + 0o45) + '\144' + chr(101))('\x75' + '\164' + chr(102) + '\055' + chr(455 - 399)).Y4yM9BcfTCNq(hXMPsSrOQzbh.expand_array(Tn6rGr7XTM7t)) + roI3spqORKae(ES5oEprVxulp(b'\xd9'), chr(0b1100100) + chr(4525 - 4424) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b1000 + 0o60))
i3DW8mBsHNLy = aoTc4YA2bs2R._zPndKq6xMgp(roI3spqORKae(ES5oEprVxulp(b'\xacR'), '\x64' + '\x65' + chr(99) + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(566 - 521) + chr(0b111000)) + aoTc4YA2bs2R.lfFf1I73PDZv(Tn6rGr7XTM7t) + roI3spqORKae(ES5oEprVxulp(b'\xacp'), '\x64' + chr(2382 - 2281) + chr(99) + chr(111) + '\144' + '\x65')(chr(0b1100 + 0o151) + chr(0b10011 + 0o141) + '\146' + '\x2d' + '\x38'), K8L_uwmvTMjh, i3DW8mBsHNLy)
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xda'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1001011 + 0o44) + chr(1264 - 1164) + chr(101))(chr(0b1110101) + '\164' + chr(0b101110 + 0o70) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xd8<\x9e\xa2\xd1'), chr(0b11101 + 0o107) + chr(0b1100101) + chr(0b1100011) + chr(6312 - 6201) + chr(0b1100100) + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + '\070'))
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xd3'), chr(8799 - 8699) + '\145' + chr(99) + '\157' + '\144' + '\145')(chr(0b1110101) + chr(12822 - 12706) + chr(102) + chr(45) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xd8N\xd1\xb6\xc7q'), chr(0b110011 + 0o61) + '\145' + '\143' + '\157' + chr(100) + chr(101))(chr(117) + chr(0b1010 + 0o152) + '\146' + chr(45) + chr(0b100 + 0o64)))
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xaf'), chr(1688 - 1588) + chr(0b100 + 0o141) + chr(0b1000001 + 0o42) + chr(3605 - 3494) + '\x64' + chr(9769 - 9668))(chr(0b1110101) + '\164' + chr(102) + chr(0b101101) + chr(604 - 548)), roI3spqORKae(ES5oEprVxulp(b'\xd8N\xc2\xb6\xc7q'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + '\144' + '\x65')(chr(0b1110101) + chr(0b111000 + 0o74) + '\x66' + chr(845 - 800) + chr(0b1111 + 0o51)))
i3DW8mBsHNLy = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.weight, roI3spqORKae(ES5oEprVxulp(b''), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(6501 - 6400))(chr(117) + chr(0b1101101 + 0o7) + chr(0b1100110) + '\x2d' + chr(56)), i3DW8mBsHNLy)
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xcch\xd0\xef\x97/\x9a\xfelAo5w\xbb\xff'), chr(2502 - 2402) + chr(719 - 618) + chr(0b1000100 + 0o37) + '\157' + chr(0b1011111 + 0o5) + chr(101))(chr(117) + '\164' + '\x66' + '\x2d' + chr(1390 - 1334)), roI3spqORKae(ES5oEprVxulp(b'\xd8<\x9f\xa2\xd1'), chr(0b1100100) + '\145' + chr(0b1100011) + '\x6f' + chr(0b101111 + 0o65) + '\145')(chr(10148 - 10031) + '\164' + '\146' + chr(1090 - 1045) + chr(0b110001 + 0o7)))
pZVKxu3WtyS1 = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.optionals, i3DW8mBsHNLy)
for hk9OijmiC_zA in pZVKxu3WtyS1:
ws_9aXBYp0Zv = hk9OijmiC_zA.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\x8c'), '\144' + chr(0b1100101) + chr(0b111111 + 0o44) + '\x6f' + '\144' + '\145')(chr(0b10011 + 0o142) + '\x74' + '\x66' + chr(45) + chr(0b111000)))
bZWmgf4GjgvH = []
for fSdw5wwLo9MO in ws_9aXBYp0Zv:
fSdw5wwLo9MO = roI3spqORKae(ES5oEprVxulp(b'\xd8-\x8f\xc1\xa4+\x8f\xc6DK5jm\xb4\xe9\x9a\x15\x01T-j5\x9b,r\xfa'), '\144' + '\x65' + '\143' + '\157' + '\x64' + chr(101))(chr(117) + chr(116) + chr(0b1110 + 0o130) + chr(1150 - 1105) + '\070').q33KG3foQ_CJ(fSdw5wwLo9MO.kdIDrcwZTCs5())
roI3spqORKae(bZWmgf4GjgvH, roI3spqORKae(ES5oEprVxulp(b'\xb8F\xe6\xa9\x80?\xb4\xf5rFIt'), chr(8699 - 8599) + chr(101) + '\x63' + chr(0b11100 + 0o123) + chr(100) + '\x65')(chr(0b11001 + 0o134) + chr(0b1100110 + 0o16) + chr(0b1100110) + chr(1580 - 1535) + chr(0b110000 + 0o10)))(fSdw5wwLo9MO)
vu8hFTlh1_Gi = roI3spqORKae(ES5oEprVxulp(b'\x8c'), chr(100) + chr(6616 - 6515) + chr(0b1000111 + 0o34) + '\x6f' + chr(9899 - 9799) + '\x65')(chr(12774 - 12657) + chr(0b1110100 + 0o0) + chr(0b1100110) + chr(45) + chr(0b111000)).Y4yM9BcfTCNq(bZWmgf4GjgvH)
vu8hFTlh1_Gi = vu8hFTlh1_Gi.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xd8<\x9e\xa2\xd1'), chr(100) + '\x65' + chr(0b101011 + 0o70) + chr(111) + '\144' + chr(9332 - 9231))(chr(5396 - 5279) + '\x74' + chr(0b110000 + 0o66) + '\x2d' + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xd8-\x8f\xb3\xd3g\xda'), chr(0b11000 + 0o114) + chr(7202 - 7101) + '\143' + chr(0b1101111) + chr(0b101 + 0o137) + '\145')(chr(0b100101 + 0o120) + chr(11367 - 11251) + chr(0b1100110) + '\x2d' + chr(56)))
vu8hFTlh1_Gi = vu8hFTlh1_Gi.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xd8N\xd1\xb6\xc7q'), '\144' + chr(0b11101 + 0o110) + chr(2684 - 2585) + chr(1952 - 1841) + chr(4072 - 3972) + chr(0b101001 + 0o74))('\165' + chr(11565 - 11449) + '\146' + '\055' + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xd8-\x8f\xc1\x9cs\xcc\xb3'), chr(0b100111 + 0o75) + chr(101) + chr(0b1000010 + 0o41) + '\157' + chr(100) + '\145')('\165' + chr(0b1100011 + 0o21) + '\x66' + chr(45) + '\070'))
vu8hFTlh1_Gi = vu8hFTlh1_Gi.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xd8I\xf4\xb0\xa29\xde\xe0E\x02#h'), chr(0b10100 + 0o120) + '\x65' + chr(5921 - 5822) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(8132 - 8015) + '\164' + chr(6904 - 6802) + '\x2d' + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xd8-\x8f\xc6\xb9u\xa9\xfb5SAj)\xe0'), '\x64' + '\145' + chr(0b1000100 + 0o37) + '\157' + '\144' + chr(0b1010000 + 0o25))(chr(117) + '\x74' + '\x66' + '\x2d' + chr(0b1001 + 0o57)))
i3DW8mBsHNLy = aoTc4YA2bs2R._zPndKq6xMgp(roI3spqORKae(ES5oEprVxulp(b'\xaca\x9f\xc1\xa3'), '\144' + '\145' + chr(3140 - 3041) + '\x6f' + '\x64' + chr(101))('\x75' + chr(2629 - 2513) + chr(0b1100110) + chr(0b101101) + '\070') + aoTc4YA2bs2R.lfFf1I73PDZv(hk9OijmiC_zA) + roI3spqORKae(ES5oEprVxulp(b'\xacO\xe9\xee\xd2'), chr(0b1100100) + '\145' + chr(0b10101 + 0o116) + chr(0b1000100 + 0o53) + '\144' + chr(2875 - 2774))('\x75' + '\164' + '\x66' + chr(45) + chr(1900 - 1844)), roI3spqORKae(ES5oEprVxulp(b'\xd8-\x8f'), '\144' + chr(3202 - 3101) + chr(0b1100011) + '\x6f' + chr(1387 - 1287) + '\x65')(chr(8214 - 8097) + chr(0b1000010 + 0o62) + '\146' + chr(0b101101) + '\070') + vu8hFTlh1_Gi + roI3spqORKae(ES5oEprVxulp(b'\x8c:\x8a\xa7\xa4\x04\x80\xe6Du~h?'), chr(5572 - 5472) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + chr(0b1100101))(chr(7593 - 7476) + chr(116) + chr(0b1100110) + chr(45) + '\x38'), i3DW8mBsHNLy)
i3DW8mBsHNLy = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.literal_w, roI3spqORKae(ES5oEprVxulp(b'\xabL\xe9\xc1\x8b\x04\xaf\xfeE'), chr(0b1001011 + 0o31) + '\x65' + chr(99) + chr(0b1101111) + '\144' + '\145')(chr(4953 - 4836) + chr(116) + '\146' + chr(0b100000 + 0o15) + chr(56)), i3DW8mBsHNLy)
cT5wi7B3uska = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.bot_tag, i3DW8mBsHNLy)
for dCTqsFxxt3gY in cT5wi7B3uska:
K8L_uwmvTMjh = roI3spqORKae(ES5oEprVxulp(b''), '\x64' + '\x65' + chr(0b1100011) + chr(2250 - 2139) + chr(0b1100100) + chr(0b1100101))(chr(12456 - 12339) + chr(116) + chr(102) + '\055' + chr(1516 - 1460))
if dCTqsFxxt3gY in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xafd\xd4\xef'), chr(2102 - 2002) + '\x65' + chr(0b1100011) + chr(111) + '\144' + '\x65')('\x75' + chr(4934 - 4818) + chr(860 - 758) + chr(45) + '\070')):
K8L_uwmvTMjh = hXMPsSrOQzbh.TQJ9zCocOLWw(hXMPsSrOQzbh.master._var[dCTqsFxxt3gY])
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xccp\xda\xe9\xd8#\x85\xfbjT"'), chr(7590 - 7490) + chr(0b1000010 + 0o43) + chr(99) + chr(0b1111 + 0o140) + chr(8515 - 8415) + chr(101))('\x75' + '\164' + '\x66' + chr(0b101101) + chr(0b111000)).q33KG3foQ_CJ(var=dCTqsFxxt3gY), K8L_uwmvTMjh)
YLxTLr8WsHo3 = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.get_tag, i3DW8mBsHNLy)
for dCTqsFxxt3gY in YLxTLr8WsHo3:
K8L_uwmvTMjh = roI3spqORKae(ES5oEprVxulp(b''), chr(0b1000100 + 0o40) + chr(101) + chr(99) + '\x6f' + chr(100) + chr(0b1 + 0o144))(chr(6579 - 6462) + '\164' + chr(102) + chr(0b10110 + 0o27) + chr(56))
uV9iBiw0y_Mp = hXMPsSrOQzbh.master.get_uservar(E63X9RhwfuOn, dCTqsFxxt3gY)
if uV9iBiw0y_Mp not in [None, roI3spqORKae(ES5oEprVxulp(b'\x85|\xd1\xf8\x9e1\x9d\xff|'), '\144' + '\145' + chr(3763 - 3664) + '\x6f' + chr(0b111001 + 0o53) + chr(4108 - 4007))('\165' + chr(116) + chr(0b10110 + 0o120) + '\x2d' + chr(0b111000))]:
K8L_uwmvTMjh = yees6wiSqIcB.strip_nasties(uV9iBiw0y_Mp)
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xccu\xd0\xe9\xd8#\x85\xfbjT"'), chr(100) + chr(101) + chr(0b1001111 + 0o24) + chr(0b1011110 + 0o21) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(654 - 598)).q33KG3foQ_CJ(var=dCTqsFxxt3gY), K8L_uwmvTMjh)
if roI3spqORKae(ES5oEprVxulp(b'\xcc{\xdb\xed\x8d,'), chr(0b1100100) + chr(0b1100101) + '\143' + '\x6f' + chr(100) + chr(0b111110 + 0o47))(chr(117) + chr(0b1110100) + chr(0b10010 + 0o124) + '\055' + chr(0b10010 + 0o46)) in i3DW8mBsHNLy or roI3spqORKae(ES5oEprVxulp(b'\xcc`\xd0\xed\x94!'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(45) + '\070') in i3DW8mBsHNLy:
v7fOR4wOhUN2 = hXMPsSrOQzbh.master.get_uservar(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\xafM\xdd\xf4\x8b,\x9c\xe8avC'), chr(100) + chr(0b1100101) + chr(99) + chr(3931 - 3820) + chr(3337 - 3237) + chr(0b11111 + 0o106))(chr(0b1110101) + chr(0b1110100) + '\146' + '\055' + '\070'))
for MJ07XsN5uFgW in [roI3spqORKae(ES5oEprVxulp(b'\x99|\xc5\xe8\x8c'), '\144' + chr(0b100101 + 0o100) + chr(0b1100011) + chr(0b110011 + 0o74) + chr(0b1011000 + 0o14) + '\x65')(chr(0b1110001 + 0o4) + chr(0b1010100 + 0o40) + '\146' + '\x2d' + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\x82w\xc5\xf1\x81'), chr(5294 - 5194) + chr(0b101000 + 0o75) + chr(0b1000 + 0o133) + chr(12030 - 11919) + chr(0b1001000 + 0o34) + chr(9295 - 9194))(chr(117) + chr(6462 - 6346) + chr(0b11101 + 0o111) + chr(45) + chr(0b111000))]:
TFpYP2_05oSC = aoTc4YA2bs2R.findall(roI3spqORKae(ES5oEprVxulp(b'\xcc'), chr(100) + chr(0b111010 + 0o53) + chr(99) + chr(111) + chr(5232 - 5132) + chr(8740 - 8639))(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b111000)) + MJ07XsN5uFgW + roI3spqORKae(ES5oEprVxulp(b'\xd8I\x85\xb0\xc1\x05\xda\xa4'), chr(100) + '\x65' + chr(99) + chr(0b101010 + 0o105) + chr(0b1100100) + chr(5555 - 5454))(chr(10683 - 10566) + chr(7694 - 7578) + chr(102) + '\x2d' + chr(0b111000)), i3DW8mBsHNLy)
for ZpfN5tSLaZze in TFpYP2_05oSC:
K8L_uwmvTMjh = hXMPsSrOQzbh.TQJ9zCocOLWw(v7fOR4wOhUN2[MJ07XsN5uFgW][nzTpIcepk0o8(ZpfN5tSLaZze) - nzTpIcepk0o8('\x30' + chr(0b1000111 + 0o50) + chr(0b110001), 0b1000)])
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xcci\xc1\xe4\x88=\x8e\xe1qGx$n\xb4\xff'), chr(0b1001010 + 0o32) + '\x65' + '\143' + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(116) + '\146' + '\055' + chr(0b110100 + 0o4)).q33KG3foQ_CJ(type=MJ07XsN5uFgW, index=ZpfN5tSLaZze), K8L_uwmvTMjh)
i3DW8mBsHNLy = i3DW8mBsHNLy.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xcci\xc1\xe4\x88=\x8e\xa4'), chr(8908 - 8808) + '\x65' + chr(2754 - 2655) + '\157' + '\x64' + '\145')(chr(0b1110101) + '\164' + '\x66' + chr(0b100000 + 0o15) + '\070').q33KG3foQ_CJ(type=MJ07XsN5uFgW), hXMPsSrOQzbh.TQJ9zCocOLWw(v7fOR4wOhUN2[MJ07XsN5uFgW][nzTpIcepk0o8(chr(48) + chr(8275 - 8164) + chr(48), ord("\x08"))]))
if roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x85f\xd3\xa5'), '\x64' + '\145' + '\143' + chr(5453 - 5342) + '\x64' + chr(0b0 + 0o145))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000))):
return roI3spqORKae(aoTc4YA2bs2R, roI3spqORKae(ES5oEprVxulp(b'\x93}\xd8\xed\x914\x96'), '\x64' + chr(101) + chr(0b110101 + 0o56) + chr(0b1001000 + 0o47) + chr(6795 - 6695) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\x66' + chr(45) + chr(1703 - 1647)))(roI3spqORKae(ES5oEprVxulp(b'\xae'), chr(100) + '\145' + '\143' + chr(0b11000 + 0o127) + chr(0b1011111 + 0o5) + chr(9440 - 9339))(chr(0b110011 + 0o102) + chr(0b1110000 + 0o4) + chr(102) + chr(510 - 465) + chr(0b10101 + 0o43)) + roI3spqORKae(i3DW8mBsHNLy, roI3spqORKae(ES5oEprVxulp(b'\xa8|\x8d\xd8\xb6\x0f\xbe\xc0|`N5'), chr(0b1010111 + 0o15) + chr(0b100 + 0o141) + chr(99) + chr(111) + chr(0b1100100) + chr(7040 - 6939))(chr(117) + '\164' + chr(0b11100 + 0o112) + '\x2d' + chr(56)))() + roI3spqORKae(ES5oEprVxulp(b'\xd4'), '\144' + chr(0b1100101) + chr(0b10111 + 0o114) + chr(0b100111 + 0o110) + '\x64' + chr(0b101 + 0o140))(chr(117) + '\164' + '\x66' + chr(1411 - 1366) + chr(56)), roI3spqORKae(aoTc4YA2bs2R, roI3spqORKae(ES5oEprVxulp(b'\xa5\\\xfc\xde\xb7\x1c\xb6'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\x64' + chr(0b100011 + 0o102))(chr(0b1011101 + 0o30) + '\x74' + '\x66' + '\x2d' + '\x38')))
else:
return roI3spqORKae(aoTc4YA2bs2R, roI3spqORKae(ES5oEprVxulp(b'\x93}\xd8\xed\x914\x96'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + chr(100) + '\145')('\165' + '\164' + chr(3731 - 3629) + chr(45) + chr(0b110001 + 0o7)))(roI3spqORKae(ES5oEprVxulp(b'\xae'), chr(100) + chr(0b1100101) + '\x63' + '\x6f' + '\144' + chr(0b1100001 + 0o4))(chr(0b1110101) + chr(0b0 + 0o164) + '\x66' + chr(0b101101) + '\x38') + roI3spqORKae(i3DW8mBsHNLy, roI3spqORKae(ES5oEprVxulp(b'\xa8|\x8d\xd8\xb6\x0f\xbe\xc0|`N5'), chr(100) + chr(101) + '\x63' + chr(339 - 228) + '\144' + chr(6249 - 6148))('\x75' + chr(0b11 + 0o161) + chr(0b1100110) + '\x2d' + chr(1050 - 994)))() + roI3spqORKae(ES5oEprVxulp(b'\xd4'), chr(0b1100100) + '\145' + chr(99) + chr(111) + chr(0b111110 + 0o46) + '\x65')(chr(117) + chr(116) + chr(0b101001 + 0o75) + chr(0b101101) + chr(56))) |
aichaos/rivescript-python | rivescript/brain.py | Brain.do_expand_array | def do_expand_array(self, array_name, depth=0):
"""Do recurrent array expansion, returning a set of keywords.
Exception is thrown when there are cyclical dependencies between
arrays or if the ``@array`` name references an undefined array.
:param str array_name: The name of the array to expand.
:param int depth: The recursion depth counter.
:return set: The final set of array entries.
"""
if depth > self.master._depth:
raise Exception("deep recursion detected")
if not array_name in self.master._array:
raise Exception("array '%s' not defined" % (array_name))
ret = list(self.master._array[array_name])
for array in self.master._array[array_name]:
if array.startswith('@'):
ret.remove(array)
expanded = self.do_expand_array(array[1:], depth+1)
ret.extend(expanded)
return set(ret) | python | def do_expand_array(self, array_name, depth=0):
"""Do recurrent array expansion, returning a set of keywords.
Exception is thrown when there are cyclical dependencies between
arrays or if the ``@array`` name references an undefined array.
:param str array_name: The name of the array to expand.
:param int depth: The recursion depth counter.
:return set: The final set of array entries.
"""
if depth > self.master._depth:
raise Exception("deep recursion detected")
if not array_name in self.master._array:
raise Exception("array '%s' not defined" % (array_name))
ret = list(self.master._array[array_name])
for array in self.master._array[array_name]:
if array.startswith('@'):
ret.remove(array)
expanded = self.do_expand_array(array[1:], depth+1)
ret.extend(expanded)
return set(ret) | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/brain.py#L509-L531 | train | Do recurrent expansion of an array. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + '\x32' + chr(0b1001 + 0o54) + chr(53), 0b1000), nzTpIcepk0o8(chr(1830 - 1782) + chr(11071 - 10960) + '\066', ord("\x08")), nzTpIcepk0o8(chr(1569 - 1521) + chr(0b1101111) + chr(0b100101 + 0o16) + '\x32' + chr(0b110010), 21502 - 21494), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(9676 - 9565) + chr(0b110001) + chr(0b10010 + 0o40) + chr(0b1011 + 0o54), ord("\x08")), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(9119 - 9008) + '\x31' + chr(2504 - 2450) + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b111110 + 0o61) + '\067' + chr(49), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b111100 + 0o63) + '\x31' + chr(2607 - 2553) + chr(0b100110 + 0o15), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x31' + '\x34' + chr(339 - 290), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(0b110001) + chr(0b11 + 0o60), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010011 + 0o34) + chr(0b100010 + 0o21) + chr(51) + chr(0b110111), 35515 - 35507), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + '\065' + chr(53), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b10101 + 0o132) + chr(51) + chr(1609 - 1559) + '\x35', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(1420 - 1368) + chr(53), 0b1000), nzTpIcepk0o8(chr(0b11100 + 0o24) + '\x6f' + chr(51) + chr(52) + chr(0b1001 + 0o47), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x36' + chr(55), 35884 - 35876), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\x33' + '\064', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(53) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(440 - 392) + chr(4660 - 4549) + chr(0b110011) + chr(50) + chr(0b110011), 28439 - 28431), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(0b11111 + 0o25) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b101110 + 0o2) + '\x6f' + chr(0b110110) + chr(489 - 440), 0o10), nzTpIcepk0o8('\060' + chr(0b1001001 + 0o46) + chr(954 - 905) + chr(49) + chr(0b11110 + 0o26), 0b1000), nzTpIcepk0o8(chr(2153 - 2105) + chr(111) + chr(1576 - 1525) + chr(0b110011) + chr(0b110100), 8), nzTpIcepk0o8(chr(881 - 833) + '\157' + chr(453 - 401) + chr(0b100101 + 0o16), 39609 - 39601), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + chr(0b110011) + '\066', 38387 - 38379), nzTpIcepk0o8(chr(48) + chr(0b1100110 + 0o11) + chr(0b110011) + chr(0b110101) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1011001 + 0o26) + chr(0b10101 + 0o36) + '\x33' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\x33' + '\065', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\063' + '\067' + chr(50), 21195 - 21187), nzTpIcepk0o8('\x30' + chr(0b1001011 + 0o44) + chr(50) + chr(771 - 718) + '\x34', 7448 - 7440), nzTpIcepk0o8(chr(1426 - 1378) + '\x6f' + chr(465 - 416) + '\067' + '\060', 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x33' + '\061' + '\060', ord("\x08")), nzTpIcepk0o8(chr(1797 - 1749) + chr(0b1101111) + chr(2535 - 2484) + chr(537 - 482) + '\x37', ord("\x08")), nzTpIcepk0o8('\060' + chr(6895 - 6784) + '\x31' + chr(48) + chr(53), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x33' + chr(54) + '\063', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(3272 - 3161) + chr(1416 - 1367) + chr(1441 - 1389) + chr(49), 8), nzTpIcepk0o8(chr(1725 - 1677) + chr(2158 - 2047) + chr(98 - 47) + chr(0b110000) + chr(0b10011 + 0o37), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b101010 + 0o11) + chr(54) + chr(0b11010 + 0o31), 8), nzTpIcepk0o8(chr(825 - 777) + chr(0b1101111) + '\063' + chr(48) + chr(0b11111 + 0o25), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(346 - 295) + chr(54) + '\x37', 0o10), nzTpIcepk0o8(chr(49 - 1) + chr(0b1101111) + chr(50) + chr(202 - 153) + '\062', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(111) + '\065' + chr(48), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x83'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + '\144' + chr(0b100110 + 0o77))('\x75' + chr(0b1101110 + 0o6) + chr(0b1000111 + 0o37) + chr(45) + chr(1699 - 1643)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def qtlD1ETp38BC(hXMPsSrOQzbh, aBf_Thx2Hb8G, UH0YjwuI_XzX=nzTpIcepk0o8(chr(0b110000) + chr(0b10101 + 0o132) + chr(366 - 318), 34037 - 34029)):
if UH0YjwuI_XzX > roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xe7Y\xbf\x1bAz7;9\xe7\xae\x82'), chr(0b1000110 + 0o36) + '\145' + chr(99) + chr(111) + chr(100) + chr(101))('\x75' + chr(0b101 + 0o157) + chr(0b10011 + 0o123) + '\x2d' + '\070')):
raise zfo2Sgkz3IVJ(roI3spqORKae(ES5oEprVxulp(b"\xc9c\xb7'TK\x16\x02>\xad\x9e\xbcJ\x8e\x17\xb8J\xa7CR8\xb9G"), '\144' + chr(0b1001011 + 0o32) + chr(846 - 747) + chr(0b1101111) + chr(6189 - 6089) + chr(4749 - 4648))('\x75' + chr(0b1000010 + 0o62) + chr(102) + '\055' + '\070'))
if aBf_Thx2Hb8G not in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xf2g\xa0%\x15@'), chr(4958 - 4858) + '\x65' + '\x63' + chr(111) + chr(854 - 754) + chr(101))(chr(0b110110 + 0o77) + '\164' + chr(0b1100110) + '\055' + chr(56))):
raise zfo2Sgkz3IVJ(roI3spqORKae(ES5oEprVxulp(b'\xcct\xa06\r\x19TD8\xf8\xcd\xbbJ\x94\x17\xb8J\xb5O_)\xb8'), chr(9189 - 9089) + chr(659 - 558) + chr(99) + '\157' + chr(8368 - 8268) + chr(101))('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111 + 0o61)) % aBf_Thx2Hb8G)
PvvMx4JvMX6J = H4NoA26ON7iG(hXMPsSrOQzbh.master._array[aBf_Thx2Hb8G])
for Tn6rGr7XTM7t in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xf2g\xa0%\x15@'), '\x64' + '\x65' + '\x63' + chr(0b1101111) + '\x64' + '\145')(chr(10718 - 10601) + '\x74' + chr(0b1100110) + '\055' + '\x38'))[aBf_Thx2Hb8G]:
if roI3spqORKae(Tn6rGr7XTM7t, roI3spqORKae(ES5oEprVxulp(b'\xder\xb3%\x00J\x04\x08?\xb7'), '\144' + chr(5582 - 5481) + chr(99) + '\157' + chr(0b1100000 + 0o4) + '\x65')('\165' + chr(0b1110100) + '\146' + chr(0b101101) + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'\xed'), '\144' + chr(0b111001 + 0o54) + '\143' + '\x6f' + '\144' + chr(9458 - 9357))(chr(117) + '\x74' + chr(102) + chr(0b11110 + 0o17) + chr(0b110101 + 0o3))):
roI3spqORKae(PvvMx4JvMX6J, roI3spqORKae(ES5oEprVxulp(b'\xddK\xbe\x02\x1c]A+&\x94\xac\x90'), chr(100) + chr(0b1100101) + chr(9406 - 9307) + chr(111) + '\144' + '\145')('\x75' + chr(0b1011000 + 0o34) + chr(0b1100110) + chr(0b101101) + chr(0b111 + 0o61)))(Tn6rGr7XTM7t)
z_HX2WN4amvS = hXMPsSrOQzbh.do_expand_array(Tn6rGr7XTM7t[nzTpIcepk0o8(chr(980 - 932) + chr(0b1101111) + chr(0b110001), 8067 - 8059):], UH0YjwuI_XzX + nzTpIcepk0o8('\x30' + chr(111) + chr(2362 - 2313), 8))
roI3spqORKae(PvvMx4JvMX6J, roI3spqORKae(ES5oEprVxulp(b'\xf9Y\xe1\x1a\x1b]?6\x14\x9d\x8f\xa4'), chr(100) + chr(0b1100010 + 0o3) + '\x63' + '\x6f' + '\x64' + '\145')(chr(1830 - 1713) + '\164' + chr(0b1100110) + chr(1802 - 1757) + '\070'))(z_HX2WN4amvS)
return Bvi71nNyvlqO(PvvMx4JvMX6J) |
aichaos/rivescript-python | rivescript/brain.py | Brain.expand_array | def expand_array(self, array_name):
"""Expand variables and return a set of keywords.
:param str array_name: The name of the array to expand.
:return list: The final array contents.
Warning is issued when exceptions occur."""
ret = self.master._array[array_name] if array_name in self.master._array else []
try:
ret = self.do_expand_array(array_name)
except Exception as e:
self.warn("Error expanding array '%s': %s" % (array_name, str(e)))
return ret | python | def expand_array(self, array_name):
"""Expand variables and return a set of keywords.
:param str array_name: The name of the array to expand.
:return list: The final array contents.
Warning is issued when exceptions occur."""
ret = self.master._array[array_name] if array_name in self.master._array else []
try:
ret = self.do_expand_array(array_name)
except Exception as e:
self.warn("Error expanding array '%s': %s" % (array_name, str(e)))
return ret | [
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"keywords",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/brain.py#L533-L546 | train | Expand variables and return a list of keywords. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\x6f' + '\061' + chr(856 - 804) + '\063', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1111 + 0o140) + '\062' + '\062' + chr(50), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b101001 + 0o11) + chr(735 - 687) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110011) + chr(48) + '\x34', 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(1622 - 1572) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\062', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1578 - 1527) + chr(53) + '\067', 4571 - 4563), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(319 - 268) + '\064' + chr(0b101111 + 0o6), 59725 - 59717), nzTpIcepk0o8(chr(0b110000) + chr(10549 - 10438) + chr(400 - 350) + chr(49) + '\x36', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101101 + 0o2) + '\062' + chr(48) + '\x37', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(2704 - 2652) + '\061', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(49) + '\x35' + chr(54), 59135 - 59127), nzTpIcepk0o8(chr(661 - 613) + chr(4231 - 4120) + '\x33' + '\065' + chr(2703 - 2650), 0o10), nzTpIcepk0o8('\x30' + chr(9261 - 9150) + chr(0b1000 + 0o52) + chr(50) + chr(0b110101), 0b1000), nzTpIcepk0o8('\x30' + chr(0b10010 + 0o135) + chr(0b110001) + chr(52) + chr(583 - 531), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110110) + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(0b1001 + 0o54) + '\x32', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1600 - 1550) + chr(2149 - 2099) + chr(0b110011), 2940 - 2932), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b1101 + 0o51) + chr(980 - 927), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(2115 - 2004) + chr(2314 - 2265) + '\067' + '\065', 52240 - 52232), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1011011 + 0o24) + '\x33' + '\060' + chr(0b110001 + 0o5), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(55) + chr(1045 - 993), 25785 - 25777), nzTpIcepk0o8(chr(901 - 853) + '\157' + chr(0b110010) + chr(0b110000) + '\060', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + '\x32' + '\061', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + '\066' + '\061', 0o10), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\x6f' + chr(0b101000 + 0o13) + chr(865 - 817) + '\060', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010 + 0o1), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1000110 + 0o51) + chr(62 - 11) + '\x37' + '\064', 8147 - 8139), nzTpIcepk0o8('\060' + chr(111) + '\061' + '\063' + '\065', 61734 - 61726), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + chr(1075 - 1027), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b1001 + 0o51) + chr(977 - 928) + chr(0b11011 + 0o30), 13998 - 13990), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11101 + 0o25) + chr(53) + '\065', 23512 - 23504), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + chr(0b110010) + '\062', 8), nzTpIcepk0o8(chr(0b110000) + chr(7764 - 7653) + chr(357 - 306) + '\x32' + chr(0b11100 + 0o24), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + '\060', 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b111 + 0o52) + chr(55) + chr(0b11 + 0o63), 58004 - 57996), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x36' + chr(50), 8), nzTpIcepk0o8('\060' + '\157' + chr(2277 - 2227) + chr(0b110110) + chr(53), 32315 - 32307), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50) + '\x37' + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + chr(0b11010 + 0o26) + chr(0b110100), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(111) + chr(71 - 18) + chr(48), 26088 - 26080)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'M'), '\144' + chr(0b10 + 0o143) + '\x63' + '\157' + chr(0b1100100) + chr(0b1100101))(chr(12342 - 12225) + '\x74' + chr(102) + chr(0b10100 + 0o31) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def iGsZYRSr7H1m(hXMPsSrOQzbh, aBf_Thx2Hb8G):
PvvMx4JvMX6J = hXMPsSrOQzbh.master._array[aBf_Thx2Hb8G] if aBf_Thx2Hb8G in hXMPsSrOQzbh.master._array else []
try:
PvvMx4JvMX6J = hXMPsSrOQzbh.do_expand_array(aBf_Thx2Hb8G)
except zfo2Sgkz3IVJ as wgf0sgcu_xPL:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x10\xd8\xd2\x92MZ\x9e\xb6\xb7\xe1F\x14'), '\x64' + chr(9154 - 9053) + chr(99) + '\157' + '\144' + '\x65')('\x75' + chr(9337 - 9221) + chr(0b1010101 + 0o21) + chr(0b101101) + '\070'))(roI3spqORKae(ES5oEprVxulp(b'&\xe0\xf1\xab`2\x8a\x9d\xfe\xe6O\n\x84\xfb\x03\x12\x8b\xe1G\x1c\xbf\x9c\xa7\xf4\x02\xe79\xdcxk'), '\144' + '\x65' + chr(2224 - 2125) + chr(111) + '\x64' + chr(0b1001011 + 0o32))(chr(117) + chr(0b1011110 + 0o26) + '\x66' + chr(0b101101) + chr(0b111000)) % (aBf_Thx2Hb8G, N9zlRy29S1SS(wgf0sgcu_xPL)))
return PvvMx4JvMX6J |
aichaos/rivescript-python | rivescript/brain.py | Brain.process_tags | def process_tags(self, user, msg, reply, st=[], bst=[], depth=0, ignore_object_errors=True):
"""Post process tags in a message.
:param str user: The user ID.
:param str msg: The user's formatted message.
:param str reply: The raw RiveScript reply for the message.
:param []str st: The array of ``<star>`` matches from the trigger.
:param []str bst: The array of ``<botstar>`` matches from a
``%Previous`` command.
:param int depth: The recursion depth counter.
:param bool ignore_object_errors: Whether to ignore errors in Python
object macros instead of raising an ``ObjectError`` exception.
:return str: The final reply after tags have been processed.
"""
stars = ['']
stars.extend(st)
botstars = ['']
botstars.extend(bst)
if len(stars) == 1:
stars.append("undefined")
if len(botstars) == 1:
botstars.append("undefined")
matcher = re.findall(RE.reply_array, reply)
for match in matcher:
name = match
if name in self.master._array:
result = "{random}" + "|".join(self.master._array[name]) + "{/random}"
else:
result = "\x00@" + name + "\x00"
reply = reply.replace("(@"+name+")", result)
reply = re.sub(RE.ph_array, r'(@\1)', reply)
# Tag shortcuts.
reply = reply.replace('<person>', '{person}<star>{/person}')
reply = reply.replace('<@>', '{@<star>}')
reply = reply.replace('<formal>', '{formal}<star>{/formal}')
reply = reply.replace('<sentence>', '{sentence}<star>{/sentence}')
reply = reply.replace('<uppercase>', '{uppercase}<star>{/uppercase}')
reply = reply.replace('<lowercase>', '{lowercase}<star>{/lowercase}')
# Weight and <star> tags.
reply = re.sub(RE.weight, '', reply) # Leftover {weight}s
if len(stars) > 0:
reply = reply.replace('<star>', text_type(stars[1]))
reStars = re.findall(RE.star_tags, reply)
for match in reStars:
if int(match) < len(stars):
reply = reply.replace('<star{match}>'.format(match=match), text_type(stars[int(match)]))
if len(botstars) > 0:
reply = reply.replace('<botstar>', botstars[1])
reStars = re.findall(RE.botstars, reply)
for match in reStars:
if int(match) < len(botstars):
reply = reply.replace('<botstar{match}>'.format(match=match), text_type(botstars[int(match)]))
# <input> and <reply>
history = self.master.get_uservar(user, "__history__")
if type(history) is not dict:
history = self.default_history()
reply = reply.replace('<input>', history['input'][0])
reply = reply.replace('<reply>', history['reply'][0])
reInput = re.findall(RE.input_tags, reply)
for match in reInput:
reply = reply.replace('<input{match}>'.format(match=match),
history['input'][int(match) - 1])
reReply = re.findall(RE.reply_tags, reply)
for match in reReply:
reply = reply.replace('<reply{match}>'.format(match=match),
history['reply'][int(match) - 1])
# <id> and escape codes.
reply = reply.replace('<id>', user)
reply = reply.replace('\\s', ' ')
reply = reply.replace('\\n', "\n")
reply = reply.replace('\\#', '#')
# Random bits.
reRandom = re.findall(RE.random_tags, reply)
for match in reRandom:
output = ''
if '|' in match:
output = utils.random_choice(match.split('|'))
else:
output = utils.random_choice(match.split(' '))
reply = reply.replace('{{random}}{match}{{/random}}'.format(match=match), output, 1) # Replace 1st match
# Person Substitutions and String Formatting.
for item in ['person', 'formal', 'sentence', 'uppercase', 'lowercase']:
matcher = re.findall(r'\{' + item + r'\}(.+?)\{/' + item + r'\}', reply)
for match in matcher:
output = None
if item == 'person':
# Person substitutions.
output = self.substitute(match, "person")
else:
output = utils.string_format(match, item)
reply = reply.replace('{{{item}}}{match}{{/{item}}}'.format(item=item, match=match), output)
# Handle all variable-related tags with an iterative regex approach,
# to allow for nesting of tags in arbitrary ways (think <set a=<get b>>)
# Dummy out the <call> tags first, because we don't handle them right
# here.
reply = reply.replace("<call>", "{__call__}")
reply = reply.replace("</call>", "{/__call__}")
while True:
# This regex will match a <tag> which contains no other tag inside
# it, i.e. in the case of <set a=<get b>> it will match <get b> but
# not the <set> tag, on the first pass. The second pass will get the
# <set> tag, and so on.
match = re.search(RE.tag_search, reply)
if not match: break # No remaining tags!
match = match.group(1)
parts = match.split(" ", 1)
tag = parts[0].lower()
data = parts[1] if len(parts) > 1 else ""
insert = "" # Result of the tag evaluation
# Handle the tags.
if tag == "bot" or tag == "env":
# <bot> and <env> tags are similar.
target = self.master._var if tag == "bot" else self.master._global
if "=" in data:
# Setting a bot/env variable.
parts = data.split("=")
self.say("Set " + tag + " variable " + text_type(parts[0]) + "=" + text_type(parts[1]))
target[parts[0]] = parts[1]
else:
# Getting a bot/env variable.
insert = target.get(data, "undefined")
elif tag == "set":
# <set> user vars.
parts = data.split("=")
self.say("Set uservar " + text_type(parts[0]) + "=" + text_type(parts[1]))
self.master.set_uservar(user, parts[0], parts[1])
elif tag in ["add", "sub", "mult", "div"]:
# Math operator tags.
parts = data.split("=")
var = parts[0]
value = parts[1]
curv = self.master.get_uservar(user, var)
# Sanity check the value.
try:
value = int(value)
if curv in [None, "undefined"]:
# Initialize it.
curv = 0
except:
insert = "[ERR: Math can't '{}' non-numeric value '{}']".format(tag, value)
# Attempt the operation.
try:
orig = int(curv)
new = 0
if tag == "add":
new = orig + value
elif tag == "sub":
new = orig - value
elif tag == "mult":
new = orig * value
elif tag == "div":
new = orig // value
self.master.set_uservar(user, var, new)
except:
insert = "[ERR: Math couldn't '{}' to value '{}']".format(tag, curv)
elif tag == "get":
insert = self.master.get_uservar(user, data)
else:
# Unrecognized tag.
insert = "\x00{}\x01".format(match)
reply = reply.replace("<{}>".format(match), text_type(insert))
# Restore unrecognized tags.
reply = reply.replace("\x00", "<").replace("\x01", ">")
# Streaming code. DEPRECATED!
if '{!' in reply:
self._warn("Use of the {!...} tag is deprecated and not supported here.")
# Topic setter.
reTopic = re.findall(RE.topic_tag, reply)
for match in reTopic:
self.say("Setting user's topic to " + match)
self.master.set_uservar(user, "topic", match)
reply = reply.replace('{{topic={match}}}'.format(match=match), '')
# Inline redirecter.
reRedir = re.findall(RE.redir_tag, reply)
for match in reRedir:
self.say("Redirect to " + match)
at = match.strip()
subreply = self._getreply(user, at, step=(depth + 1))
reply = reply.replace('{{@{match}}}'.format(match=match), subreply)
# Object caller.
reply = reply.replace("{__call__}", "<call>")
reply = reply.replace("{/__call__}", "</call>")
reCall = re.findall(r'<call>(.+?)</call>', reply)
for match in reCall:
parts = re.split(RE.ws, match)
output = ''
obj = parts[0]
args = []
if len(parts) > 1:
args = parts[1:]
# Do we know this object?
if obj in self.master._objlangs:
# We do, but do we have a handler for that language?
lang = self.master._objlangs[obj]
if lang in self.master._handlers:
# We do.
try:
output = self.master._handlers[lang].call(self.master, obj, user, args)
except python.PythonObjectError as e:
self.warn(str(e))
if not ignore_object_errors:
raise ObjectError(str(e))
output = RS_ERR_OBJECT
else:
if not ignore_object_errors:
raise ObjectError(RS_ERR_OBJECT_HANDLER)
output = RS_ERR_OBJECT_HANDLER
else:
if not ignore_object_errors:
raise ObjectError(RS_ERR_OBJECT_MISSING)
output = RS_ERR_OBJECT_MISSING
reply = reply.replace('<call>{match}</call>'.format(match=match), output)
return reply | python | def process_tags(self, user, msg, reply, st=[], bst=[], depth=0, ignore_object_errors=True):
"""Post process tags in a message.
:param str user: The user ID.
:param str msg: The user's formatted message.
:param str reply: The raw RiveScript reply for the message.
:param []str st: The array of ``<star>`` matches from the trigger.
:param []str bst: The array of ``<botstar>`` matches from a
``%Previous`` command.
:param int depth: The recursion depth counter.
:param bool ignore_object_errors: Whether to ignore errors in Python
object macros instead of raising an ``ObjectError`` exception.
:return str: The final reply after tags have been processed.
"""
stars = ['']
stars.extend(st)
botstars = ['']
botstars.extend(bst)
if len(stars) == 1:
stars.append("undefined")
if len(botstars) == 1:
botstars.append("undefined")
matcher = re.findall(RE.reply_array, reply)
for match in matcher:
name = match
if name in self.master._array:
result = "{random}" + "|".join(self.master._array[name]) + "{/random}"
else:
result = "\x00@" + name + "\x00"
reply = reply.replace("(@"+name+")", result)
reply = re.sub(RE.ph_array, r'(@\1)', reply)
# Tag shortcuts.
reply = reply.replace('<person>', '{person}<star>{/person}')
reply = reply.replace('<@>', '{@<star>}')
reply = reply.replace('<formal>', '{formal}<star>{/formal}')
reply = reply.replace('<sentence>', '{sentence}<star>{/sentence}')
reply = reply.replace('<uppercase>', '{uppercase}<star>{/uppercase}')
reply = reply.replace('<lowercase>', '{lowercase}<star>{/lowercase}')
# Weight and <star> tags.
reply = re.sub(RE.weight, '', reply) # Leftover {weight}s
if len(stars) > 0:
reply = reply.replace('<star>', text_type(stars[1]))
reStars = re.findall(RE.star_tags, reply)
for match in reStars:
if int(match) < len(stars):
reply = reply.replace('<star{match}>'.format(match=match), text_type(stars[int(match)]))
if len(botstars) > 0:
reply = reply.replace('<botstar>', botstars[1])
reStars = re.findall(RE.botstars, reply)
for match in reStars:
if int(match) < len(botstars):
reply = reply.replace('<botstar{match}>'.format(match=match), text_type(botstars[int(match)]))
# <input> and <reply>
history = self.master.get_uservar(user, "__history__")
if type(history) is not dict:
history = self.default_history()
reply = reply.replace('<input>', history['input'][0])
reply = reply.replace('<reply>', history['reply'][0])
reInput = re.findall(RE.input_tags, reply)
for match in reInput:
reply = reply.replace('<input{match}>'.format(match=match),
history['input'][int(match) - 1])
reReply = re.findall(RE.reply_tags, reply)
for match in reReply:
reply = reply.replace('<reply{match}>'.format(match=match),
history['reply'][int(match) - 1])
# <id> and escape codes.
reply = reply.replace('<id>', user)
reply = reply.replace('\\s', ' ')
reply = reply.replace('\\n', "\n")
reply = reply.replace('\\#', '#')
# Random bits.
reRandom = re.findall(RE.random_tags, reply)
for match in reRandom:
output = ''
if '|' in match:
output = utils.random_choice(match.split('|'))
else:
output = utils.random_choice(match.split(' '))
reply = reply.replace('{{random}}{match}{{/random}}'.format(match=match), output, 1) # Replace 1st match
# Person Substitutions and String Formatting.
for item in ['person', 'formal', 'sentence', 'uppercase', 'lowercase']:
matcher = re.findall(r'\{' + item + r'\}(.+?)\{/' + item + r'\}', reply)
for match in matcher:
output = None
if item == 'person':
# Person substitutions.
output = self.substitute(match, "person")
else:
output = utils.string_format(match, item)
reply = reply.replace('{{{item}}}{match}{{/{item}}}'.format(item=item, match=match), output)
# Handle all variable-related tags with an iterative regex approach,
# to allow for nesting of tags in arbitrary ways (think <set a=<get b>>)
# Dummy out the <call> tags first, because we don't handle them right
# here.
reply = reply.replace("<call>", "{__call__}")
reply = reply.replace("</call>", "{/__call__}")
while True:
# This regex will match a <tag> which contains no other tag inside
# it, i.e. in the case of <set a=<get b>> it will match <get b> but
# not the <set> tag, on the first pass. The second pass will get the
# <set> tag, and so on.
match = re.search(RE.tag_search, reply)
if not match: break # No remaining tags!
match = match.group(1)
parts = match.split(" ", 1)
tag = parts[0].lower()
data = parts[1] if len(parts) > 1 else ""
insert = "" # Result of the tag evaluation
# Handle the tags.
if tag == "bot" or tag == "env":
# <bot> and <env> tags are similar.
target = self.master._var if tag == "bot" else self.master._global
if "=" in data:
# Setting a bot/env variable.
parts = data.split("=")
self.say("Set " + tag + " variable " + text_type(parts[0]) + "=" + text_type(parts[1]))
target[parts[0]] = parts[1]
else:
# Getting a bot/env variable.
insert = target.get(data, "undefined")
elif tag == "set":
# <set> user vars.
parts = data.split("=")
self.say("Set uservar " + text_type(parts[0]) + "=" + text_type(parts[1]))
self.master.set_uservar(user, parts[0], parts[1])
elif tag in ["add", "sub", "mult", "div"]:
# Math operator tags.
parts = data.split("=")
var = parts[0]
value = parts[1]
curv = self.master.get_uservar(user, var)
# Sanity check the value.
try:
value = int(value)
if curv in [None, "undefined"]:
# Initialize it.
curv = 0
except:
insert = "[ERR: Math can't '{}' non-numeric value '{}']".format(tag, value)
# Attempt the operation.
try:
orig = int(curv)
new = 0
if tag == "add":
new = orig + value
elif tag == "sub":
new = orig - value
elif tag == "mult":
new = orig * value
elif tag == "div":
new = orig // value
self.master.set_uservar(user, var, new)
except:
insert = "[ERR: Math couldn't '{}' to value '{}']".format(tag, curv)
elif tag == "get":
insert = self.master.get_uservar(user, data)
else:
# Unrecognized tag.
insert = "\x00{}\x01".format(match)
reply = reply.replace("<{}>".format(match), text_type(insert))
# Restore unrecognized tags.
reply = reply.replace("\x00", "<").replace("\x01", ">")
# Streaming code. DEPRECATED!
if '{!' in reply:
self._warn("Use of the {!...} tag is deprecated and not supported here.")
# Topic setter.
reTopic = re.findall(RE.topic_tag, reply)
for match in reTopic:
self.say("Setting user's topic to " + match)
self.master.set_uservar(user, "topic", match)
reply = reply.replace('{{topic={match}}}'.format(match=match), '')
# Inline redirecter.
reRedir = re.findall(RE.redir_tag, reply)
for match in reRedir:
self.say("Redirect to " + match)
at = match.strip()
subreply = self._getreply(user, at, step=(depth + 1))
reply = reply.replace('{{@{match}}}'.format(match=match), subreply)
# Object caller.
reply = reply.replace("{__call__}", "<call>")
reply = reply.replace("{/__call__}", "</call>")
reCall = re.findall(r'<call>(.+?)</call>', reply)
for match in reCall:
parts = re.split(RE.ws, match)
output = ''
obj = parts[0]
args = []
if len(parts) > 1:
args = parts[1:]
# Do we know this object?
if obj in self.master._objlangs:
# We do, but do we have a handler for that language?
lang = self.master._objlangs[obj]
if lang in self.master._handlers:
# We do.
try:
output = self.master._handlers[lang].call(self.master, obj, user, args)
except python.PythonObjectError as e:
self.warn(str(e))
if not ignore_object_errors:
raise ObjectError(str(e))
output = RS_ERR_OBJECT
else:
if not ignore_object_errors:
raise ObjectError(RS_ERR_OBJECT_HANDLER)
output = RS_ERR_OBJECT_HANDLER
else:
if not ignore_object_errors:
raise ObjectError(RS_ERR_OBJECT_MISSING)
output = RS_ERR_OBJECT_MISSING
reply = reply.replace('<call>{match}</call>'.format(match=match), output)
return reply | [
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"... | Post process tags in a message.
:param str user: The user ID.
:param str msg: The user's formatted message.
:param str reply: The raw RiveScript reply for the message.
:param []str st: The array of ``<star>`` matches from the trigger.
:param []str bst: The array of ``<botstar>`` matches from a
``%Previous`` command.
:param int depth: The recursion depth counter.
:param bool ignore_object_errors: Whether to ignore errors in Python
object macros instead of raising an ``ObjectError`` exception.
:return str: The final reply after tags have been processed. | [
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"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/brain.py#L548-L782 | train | Process tags in a message. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\157' + '\x33' + '\064' + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\060' + chr(2604 - 2493) + '\063' + chr(0b1000 + 0o51), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110010) + chr(530 - 478) + chr(1232 - 1179), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8258 - 8147) + '\x35' + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + chr(0b1010 + 0o52) + chr(49), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(1268 - 1218) + chr(50) + chr(55), 0o10), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(4820 - 4709) + chr(2157 - 2106) + chr(0b11001 + 0o27) + '\065', 7176 - 7168), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + '\x36' + chr(0b11010 + 0o30), 48999 - 48991), nzTpIcepk0o8(chr(48) + '\x6f' + '\063' + chr(967 - 915) + '\x30', 63036 - 63028), nzTpIcepk0o8(chr(0b110000) + chr(4305 - 4194) + chr(50) + chr(0b11101 + 0o32) + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(50) + chr(48), 0b1000), nzTpIcepk0o8(chr(432 - 384) + chr(0b1101111) + chr(329 - 280) + chr(1994 - 1940) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + chr(1934 - 1883) + chr(0b10000 + 0o41), 0o10), nzTpIcepk0o8(chr(855 - 807) + chr(111) + '\063' + chr(474 - 425) + chr(479 - 431), 17070 - 17062), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1011 + 0o144) + chr(0b101010 + 0o11) + chr(0b110001 + 0o2) + '\x37', 0o10), nzTpIcepk0o8('\060' + '\157' + '\063' + '\064' + chr(0b101111 + 0o3), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + '\x33' + '\066' + '\061', 34666 - 34658), nzTpIcepk0o8('\060' + chr(8821 - 8710) + '\x31' + chr(0b110100) + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1001 + 0o146) + '\x32' + chr(49) + chr(51), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b10001 + 0o40) + chr(1404 - 1355) + '\067', 0b1000), nzTpIcepk0o8('\060' + chr(2543 - 2432) + chr(588 - 538) + chr(2480 - 2427) + chr(1682 - 1629), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(4893 - 4782) + chr(0b110011) + chr(0b110000) + chr(0b101100 + 0o6), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b101110 + 0o11) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1011111 + 0o20) + chr(0b101011 + 0o7) + '\x32' + '\064', 22020 - 22012), nzTpIcepk0o8('\x30' + chr(0b1100001 + 0o16) + chr(50) + chr(54) + chr(0b10011 + 0o41), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + chr(0b101001 + 0o16) + chr(0b100111 + 0o17), 8), nzTpIcepk0o8(chr(48) + chr(10685 - 10574) + '\x32' + '\x34' + chr(1551 - 1498), 8), nzTpIcepk0o8('\x30' + '\157' + chr(51) + chr(0b100000 + 0o23) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(419 - 371) + chr(0b1100100 + 0o13) + chr(0b110001) + chr(48) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(111) + '\063' + chr(0b101001 + 0o10) + chr(1095 - 1043), 53006 - 52998), nzTpIcepk0o8('\x30' + chr(0b1000100 + 0o53) + chr(1168 - 1118) + '\063' + '\x36', 31618 - 31610), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x37' + chr(49), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010 + 0o145) + '\061' + chr(0b1010 + 0o47), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x31' + '\x36' + '\060', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(53) + '\064', 61994 - 61986), nzTpIcepk0o8('\x30' + chr(7207 - 7096) + '\x31' + '\063' + chr(52), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\157' + chr(0b110001 + 0o0) + chr(1258 - 1207) + '\x36', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b10100 + 0o36) + chr(1443 - 1393) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8763 - 8652) + chr(1117 - 1068) + chr(0b110101) + chr(0b1100 + 0o53), 0o10), nzTpIcepk0o8(chr(188 - 140) + chr(7058 - 6947) + chr(50) + chr(48) + '\060', 57064 - 57056)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\x6f' + chr(0b110101) + chr(48), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xcd'), '\144' + chr(4662 - 4561) + '\x63' + chr(0b111100 + 0o63) + chr(100) + chr(1503 - 1402))(chr(0b1010001 + 0o44) + chr(0b1010011 + 0o41) + chr(0b1100110) + chr(0b101101) + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def YXIPJJRqLr1D(hXMPsSrOQzbh, E63X9RhwfuOn, sldzbHve8G1S, rSCqOeyvgIH_, VDjrOduK2lPk=[], bAwmEQZ5QoJY=[], UH0YjwuI_XzX=nzTpIcepk0o8(chr(1015 - 967) + chr(111) + chr(48), 0b1000), K754b1P2KgCe=nzTpIcepk0o8('\060' + chr(111) + chr(0b101010 + 0o7), 0o10)):
qdDpUS0QjS_H = [roI3spqORKae(ES5oEprVxulp(b''), '\144' + chr(101) + chr(99) + '\157' + chr(0b1100100) + '\145')(chr(6713 - 6596) + chr(0b11001 + 0o133) + '\x66' + chr(0b101101) + chr(56))]
roI3spqORKae(qdDpUS0QjS_H, roI3spqORKae(ES5oEprVxulp(b'\xb7F\x96eN\xf3\x89\xa5\xbf\xfb2\x07'), '\144' + chr(0b111001 + 0o54) + chr(1532 - 1433) + chr(1810 - 1699) + '\144' + chr(0b101010 + 0o73))(chr(0b11100 + 0o131) + chr(2240 - 2124) + chr(2160 - 2058) + chr(0b101101) + chr(0b111000)))(VDjrOduK2lPk)
zYFwo1ZRN6hX = [roI3spqORKae(ES5oEprVxulp(b''), chr(9840 - 9740) + chr(0b1100101) + chr(0b110001 + 0o62) + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + chr(116) + chr(0b1100110) + chr(1542 - 1497) + '\070')]
roI3spqORKae(zYFwo1ZRN6hX, roI3spqORKae(ES5oEprVxulp(b'\xb7F\x96eN\xf3\x89\xa5\xbf\xfb2\x07'), chr(0b1100100) + chr(0b1001100 + 0o31) + chr(5385 - 5286) + chr(111) + chr(100) + chr(101))(chr(10115 - 9998) + '\164' + chr(0b1011111 + 0o7) + chr(45) + chr(0b111000)))(bAwmEQZ5QoJY)
if ftfygxgFas5X(qdDpUS0QjS_H) == nzTpIcepk0o8('\x30' + '\157' + '\x31', 8):
roI3spqORKae(qdDpUS0QjS_H, roI3spqORKae(ES5oEprVxulp(b'\xabM\xf6\x1cY\xf0\x82\x9d\x8a\xd6\x05C'), chr(1990 - 1890) + '\x65' + '\143' + chr(111) + '\x64' + chr(0b1100101))('\165' + chr(0b1101100 + 0o10) + chr(102) + '\x2d' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'\x96w\xc1MG\xfe\xab\x97\x84'), '\x64' + chr(0b1100101) + chr(0b100101 + 0o76) + chr(0b1101111) + chr(100) + chr(101))(chr(117) + '\164' + chr(0b1001001 + 0o35) + chr(0b101101) + '\070'))
if ftfygxgFas5X(zYFwo1ZRN6hX) == nzTpIcepk0o8(chr(0b101100 + 0o4) + '\x6f' + chr(281 - 232), 8):
roI3spqORKae(zYFwo1ZRN6hX, roI3spqORKae(ES5oEprVxulp(b'\xabM\xf6\x1cY\xf0\x82\x9d\x8a\xd6\x05C'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + chr(0b1001 + 0o135) + chr(1076 - 1031) + '\070'))(roI3spqORKae(ES5oEprVxulp(b'\x96w\xc1MG\xfe\xab\x97\x84'), chr(0b1000010 + 0o42) + chr(0b100010 + 0o103) + chr(0b1100011) + chr(111) + chr(5486 - 5386) + '\x65')('\165' + chr(0b1110100) + '\146' + chr(0b1000 + 0o45) + chr(0b111000)))
R0txZRpFTkm6 = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.reply_array, rSCqOeyvgIH_)
for hk9OijmiC_zA in R0txZRpFTkm6:
SLVB2BPA_mIe = hk9OijmiC_zA
if SLVB2BPA_mIe in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xbcx\xd7Z@\xee'), chr(0b1010011 + 0o21) + chr(101) + '\143' + '\x6f' + '\x64' + chr(101))(chr(0b10101 + 0o140) + '\164' + '\x66' + chr(45) + chr(2221 - 2165))):
POx95m7SPOVy = roI3spqORKae(ES5oEprVxulp(b'\x98k\xc4FE\xf8\xa8\x8f'), chr(6428 - 6328) + '\145' + '\x63' + '\157' + chr(4003 - 3903) + chr(101))(chr(117) + chr(0b1110100) + '\x66' + chr(45) + chr(56)) + roI3spqORKae(ES5oEprVxulp(b'\x9f'), chr(100) + chr(101) + chr(0b11101 + 0o106) + chr(5330 - 5219) + chr(100) + chr(101))(chr(117) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b111000)).Y4yM9BcfTCNq(hXMPsSrOQzbh.master._array[SLVB2BPA_mIe]) + roI3spqORKae(ES5oEprVxulp(b'\x986\xd7IO\xf3\xaa\x9f\x9d'), '\x64' + chr(0b101101 + 0o70) + chr(0b1100011) + '\157' + '\x64' + '\145')(chr(0b11111 + 0o126) + chr(2362 - 2246) + chr(102) + chr(0b101101) + chr(1986 - 1930))
else:
POx95m7SPOVy = roI3spqORKae(ES5oEprVxulp(b'\xe3Y'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(3818 - 3702) + chr(6047 - 5945) + chr(387 - 342) + chr(0b10001 + 0o47)) + SLVB2BPA_mIe + roI3spqORKae(ES5oEprVxulp(b'\xe3'), '\x64' + chr(0b1100101) + chr(99) + chr(6909 - 6798) + '\144' + chr(0b1100101))('\x75' + chr(10555 - 10439) + chr(9059 - 8957) + '\055' + chr(0b111000))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xcbY'), '\144' + chr(0b1001110 + 0o27) + chr(0b101110 + 0o65) + '\x6f' + '\x64' + '\x65')(chr(117) + chr(116) + chr(0b1100110) + chr(45) + chr(0b11111 + 0o31)) + SLVB2BPA_mIe + roI3spqORKae(ES5oEprVxulp(b'\xca'), '\x64' + '\145' + chr(0b100110 + 0o75) + '\157' + '\144' + chr(0b1011111 + 0o6))(chr(0b110100 + 0o101) + chr(0b100 + 0o160) + chr(102) + chr(45) + chr(0b10010 + 0o46)), POx95m7SPOVy)
rSCqOeyvgIH_ = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.ph_array, roI3spqORKae(ES5oEprVxulp(b'\xcbY\xf9\x19\x08'), '\x64' + chr(101) + chr(2949 - 2850) + '\x6f' + '\x64' + '\x65')(chr(117) + chr(0b1110100) + chr(2362 - 2260) + chr(45) + '\070'), rSCqOeyvgIH_)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfi\xc0ZR\xf8\xab\xcc'), chr(100) + '\x65' + chr(0b10001 + 0o122) + chr(0b1000000 + 0o57) + '\x64' + '\x65')('\x75' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\x98i\xc0ZR\xf8\xab\x8f\xdc\xca$\x17\xab\xf6\xa4\xcd\x81\x03\xf9<\xc2\xacC'), '\x64' + chr(101) + '\143' + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1001 + 0o135) + chr(45) + '\x38'))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfY\x9b'), chr(0b1001000 + 0o34) + chr(9647 - 9546) + chr(0b1100011) + '\x6f' + '\x64' + '\x65')(chr(0b1001011 + 0o52) + chr(116) + chr(4954 - 4852) + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\x98Y\x99[U\xf6\xb7\xcc\x9d'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(7952 - 7841) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + chr(2377 - 2275) + '\055' + '\070'))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdf\x7f\xcaZL\xf6\xa9\xcc'), chr(0b1000000 + 0o44) + '\145' + chr(99) + chr(7747 - 7636) + chr(100) + '\x65')('\165' + chr(116) + '\x66' + '\x2d' + chr(0b101101 + 0o13)), roI3spqORKae(ES5oEprVxulp(b'\x98\x7f\xcaZL\xf6\xa9\x8f\xdc\xca$\x17\xab\xf6\xa4\xcd\x97\t\xf9"\xcc\xaeC'), chr(1497 - 1397) + chr(0b1100101) + chr(6812 - 6713) + chr(0b1000100 + 0o53) + chr(3199 - 3099) + '\145')('\165' + chr(7143 - 7027) + chr(0b1010111 + 0o17) + chr(0b11 + 0o52) + chr(56)))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfj\xc0FU\xf2\xab\x91\x85\x87'), chr(2541 - 2441) + '\145' + chr(6303 - 6204) + chr(0b1101111) + chr(100) + '\x65')('\x75' + '\x74' + chr(0b101101 + 0o71) + '\055' + chr(0b100001 + 0o27)), roI3spqORKae(ES5oEprVxulp(b'\x98j\xc0FU\xf2\xab\x91\x85\xc4l\x05\xad\xa9\xad\xdc\x8aI\xf8*\xc3\xb6[\xfa\xd7[\xd8'), chr(0b10010 + 0o122) + '\145' + chr(99) + chr(3861 - 3750) + chr(100) + '\145')(chr(117) + chr(0b1110100) + '\146' + '\x2d' + chr(1681 - 1625)))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfl\xd5XD\xe5\xa6\x93\x93\xdcn'), chr(0b10001 + 0o123) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1011 + 0o131) + chr(0b1100101))(chr(3563 - 3446) + chr(116) + chr(0b1010 + 0o134) + chr(1517 - 1472) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\x98l\xd5XD\xe5\xa6\x93\x93\xdc-J\xaa\xbc\xbe\x90\xcf\x1d\xa4:\xdd\xb2[\xe6\xd7_\xd6\xb8>'), chr(0b1010010 + 0o22) + chr(1034 - 933) + chr(99) + chr(111) + chr(0b1100100) + chr(0b110101 + 0o60))('\165' + chr(116) + '\146' + chr(0b100100 + 0o11) + '\x38'))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfu\xca_D\xe5\xa6\x93\x93\xdcn'), chr(0b100000 + 0o104) + chr(0b1011000 + 0o15) + chr(7120 - 7021) + chr(0b1001111 + 0o40) + chr(0b110101 + 0o57) + chr(0b1100101))(chr(0b1 + 0o164) + chr(0b1110100) + chr(1015 - 913) + chr(0b100100 + 0o11) + chr(1315 - 1259)), roI3spqORKae(ES5oEprVxulp(b'\x98u\xca_D\xe5\xa6\x93\x93\xdc-J\xaa\xbc\xbe\x90\xcf\x1d\xa4#\xc2\xb5[\xe6\xd7_\xd6\xb8>'), chr(5820 - 5720) + chr(0b1100101) + chr(6115 - 6016) + chr(0b1010001 + 0o36) + '\x64' + chr(0b1100101))('\x75' + chr(0b11010 + 0o132) + chr(102) + chr(0b101101) + chr(0b111000)))
rSCqOeyvgIH_ = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.weight, roI3spqORKae(ES5oEprVxulp(b''), chr(0b1100100) + chr(0b1100001 + 0o4) + '\143' + chr(0b1101111) + chr(0b100000 + 0o104) + '\145')(chr(0b1001110 + 0o47) + '\164' + chr(3880 - 3778) + '\x2d' + chr(0b111000)), rSCqOeyvgIH_)
if ftfygxgFas5X(qdDpUS0QjS_H) > nzTpIcepk0o8('\x30' + chr(111) + chr(235 - 187), 8):
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfj\xd1IS\xa9'), chr(100) + '\x65' + chr(0b1011001 + 0o12) + '\157' + chr(100) + chr(0b1100101))(chr(0b100011 + 0o122) + chr(0b110110 + 0o76) + chr(0b1100110) + chr(0b10011 + 0o32) + '\x38'), H8p5T_wwctMA(qdDpUS0QjS_H[nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11011 + 0o26), 8)]))
c_RQ2gDre6Ss = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.star_tags, rSCqOeyvgIH_)
for hk9OijmiC_zA in c_RQ2gDre6Ss:
if nzTpIcepk0o8(hk9OijmiC_zA) < ftfygxgFas5X(qdDpUS0QjS_H):
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfj\xd1IS\xec\xa8\x93\x94\xda8\x0b\xe7'), '\144' + chr(101) + '\x63' + chr(0b11100 + 0o123) + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + chr(0b1 + 0o54) + chr(0b111000)).q33KG3foQ_CJ(match=hk9OijmiC_zA), H8p5T_wwctMA(qdDpUS0QjS_H[nzTpIcepk0o8(hk9OijmiC_zA)]))
if ftfygxgFas5X(zYFwo1ZRN6hX) > nzTpIcepk0o8('\060' + chr(0b1001010 + 0o45) + chr(0b0 + 0o60), 8):
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdf{\xca\\R\xe3\xa4\x80\xde'), '\x64' + chr(10139 - 10038) + chr(0b1010001 + 0o22) + '\157' + chr(0b1100100) + chr(101))(chr(10903 - 10786) + chr(10095 - 9979) + chr(9457 - 9355) + chr(0b101101) + '\x38'), zYFwo1ZRN6hX[nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + '\x31', 8)])
c_RQ2gDre6Ss = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.botstars, rSCqOeyvgIH_)
for hk9OijmiC_zA in c_RQ2gDre6Ss:
if nzTpIcepk0o8(hk9OijmiC_zA) < ftfygxgFas5X(zYFwo1ZRN6hX):
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdf{\xca\\R\xe3\xa4\x80\x9b\xd41\x02\xba\xa0\xa2\xdc'), chr(394 - 294) + chr(101) + '\x63' + chr(0b1011100 + 0o23) + chr(0b1011100 + 0o10) + chr(101))(chr(0b1110101) + chr(116) + '\x66' + '\x2d' + chr(1575 - 1519)).q33KG3foQ_CJ(match=hk9OijmiC_zA), H8p5T_wwctMA(zYFwo1ZRN6hX[nzTpIcepk0o8(hk9OijmiC_zA)]))
v7fOR4wOhUN2 = hXMPsSrOQzbh.master.get_uservar(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\xbcF\xcdAR\xe3\xaa\x80\x99\xe6\x0f'), '\x64' + chr(101) + chr(0b1011111 + 0o4) + chr(0b1101111) + chr(0b110 + 0o136) + chr(0b111011 + 0o52))('\x75' + chr(116) + chr(2699 - 2597) + chr(0b10010 + 0o33) + chr(0b10001 + 0o47)))
if not suIjIS24Zkqw(v7fOR4wOhUN2, znjnJWK64FDT):
v7fOR4wOhUN2 = hXMPsSrOQzbh.default_history()
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfp\xcbXT\xe3\xfb'), chr(0b1011001 + 0o13) + '\145' + chr(0b100000 + 0o103) + chr(0b1101111) + chr(0b10100 + 0o120) + '\x65')(chr(3769 - 3652) + '\164' + '\x66' + chr(1412 - 1367) + chr(0b111000)), v7fOR4wOhUN2[roI3spqORKae(ES5oEprVxulp(b'\x8aw\xd5]U'), '\x64' + '\x65' + chr(99) + chr(6368 - 6257) + chr(0b1001111 + 0o25) + '\145')(chr(0b1110101) + chr(6203 - 6087) + '\x66' + chr(45) + chr(466 - 410))][nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(48), 8)])
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfk\xc0XM\xee\xfb'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1010110 + 0o31) + chr(100) + '\x65')(chr(10813 - 10696) + '\164' + chr(0b1001001 + 0o35) + '\055' + chr(0b111000)), v7fOR4wOhUN2[roI3spqORKae(ES5oEprVxulp(b'\x91|\xd5DX'), '\x64' + '\x65' + '\143' + chr(1982 - 1871) + chr(0b1100100) + chr(8068 - 7967))(chr(3656 - 3539) + chr(0b1011010 + 0o32) + chr(0b1001001 + 0o35) + chr(0b1000 + 0o45) + chr(0b111000))][nzTpIcepk0o8(chr(48) + '\x6f' + chr(724 - 676), 8)])
wOvAfwgco8ty = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.input_tags, rSCqOeyvgIH_)
for hk9OijmiC_zA in wOvAfwgco8ty:
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfp\xcbXT\xe3\xbe\x9f\x81\xcd3\x1e\xa4\xf6'), chr(100) + chr(0b1100101) + '\x63' + chr(1001 - 890) + '\x64' + chr(101))('\x75' + '\164' + chr(102) + '\055' + chr(1069 - 1013)).q33KG3foQ_CJ(match=hk9OijmiC_zA), v7fOR4wOhUN2[roI3spqORKae(ES5oEprVxulp(b'\x8aw\xd5]U'), '\x64' + '\x65' + chr(99) + chr(0b110011 + 0o74) + chr(0b1100100) + chr(0b1010 + 0o133))(chr(0b111 + 0o156) + chr(13022 - 12906) + chr(0b1100110) + chr(0b101101 + 0o0) + '\070')][nzTpIcepk0o8(hk9OijmiC_zA) - nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + chr(0b100001 + 0o20), 8)])
ysP33_4DfiXj = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.reply_tags, rSCqOeyvgIH_)
for hk9OijmiC_zA in ysP33_4DfiXj:
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfk\xc0XM\xee\xbe\x9f\x81\xcd3\x1e\xa4\xf6'), chr(8569 - 8469) + chr(0b1100101) + chr(0b1111 + 0o124) + chr(111) + chr(0b1100100) + '\x65')('\x75' + chr(0b1001011 + 0o51) + chr(0b11110 + 0o110) + '\055' + chr(0b111000)).q33KG3foQ_CJ(match=hk9OijmiC_zA), v7fOR4wOhUN2[roI3spqORKae(ES5oEprVxulp(b'\x91|\xd5DX'), chr(100) + chr(101) + '\x63' + '\157' + '\144' + chr(0b1101 + 0o130))(chr(0b1110 + 0o147) + chr(116) + chr(102) + chr(45 - 0) + '\x38')][nzTpIcepk0o8(hk9OijmiC_zA) - nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061', 8)])
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfp\xc1\x16'), chr(0b1001110 + 0o26) + chr(0b10110 + 0o117) + chr(99) + chr(0b1101111) + '\x64' + chr(101))(chr(13096 - 12979) + '\164' + chr(102) + chr(0b101101) + '\x38'), E63X9RhwfuOn)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xbfj'), chr(0b1100100) + chr(3140 - 3039) + '\143' + chr(111) + '\144' + chr(0b1100101))('\x75' + '\164' + chr(6469 - 6367) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xc3'), chr(0b1100100) + '\145' + chr(2016 - 1917) + '\x6f' + '\144' + chr(0b1010 + 0o133))(chr(0b1000010 + 0o63) + chr(9638 - 9522) + '\x66' + chr(0b101101) + chr(56)))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xbfw'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b101 + 0o137) + chr(9745 - 9644))(chr(6669 - 6552) + chr(116) + '\x66' + chr(45) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xe9'), chr(6872 - 6772) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(9228 - 9127))(chr(0b1010100 + 0o41) + chr(116) + chr(9886 - 9784) + chr(0b11 + 0o52) + chr(56)))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xbf:'), chr(100) + '\145' + chr(1081 - 982) + chr(0b1101111) + '\144' + chr(0b1000001 + 0o44))(chr(0b1110101) + '\164' + chr(102) + chr(0b101101) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xc0'), chr(8857 - 8757) + chr(4738 - 4637) + chr(552 - 453) + chr(111) + chr(253 - 153) + chr(0b1100101))('\x75' + '\164' + chr(102) + '\x2d' + chr(56)))
bxcaFVnrgvC6 = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.random_tags, rSCqOeyvgIH_)
for hk9OijmiC_zA in bxcaFVnrgvC6:
toKQXlEvBKaK = roI3spqORKae(ES5oEprVxulp(b''), chr(0b1010111 + 0o15) + chr(9156 - 9055) + '\x63' + chr(11517 - 11406) + chr(0b1101 + 0o127) + chr(101))(chr(0b1100110 + 0o17) + chr(116) + '\146' + chr(1203 - 1158) + chr(0b111000))
if roI3spqORKae(ES5oEprVxulp(b'\x9f'), '\x64' + '\x65' + chr(0b1100011) + '\x6f' + chr(0b100011 + 0o101) + '\x65')(chr(6162 - 6045) + chr(0b11 + 0o161) + chr(0b1000101 + 0o41) + '\055' + chr(0b111000)) in hk9OijmiC_zA:
toKQXlEvBKaK = yees6wiSqIcB.random_choice(hk9OijmiC_zA.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\x9f'), chr(0b10110 + 0o116) + '\x65' + chr(5442 - 5343) + '\x6f' + chr(0b1100100) + chr(0b110001 + 0o64))('\165' + chr(0b1110100) + '\146' + chr(45) + chr(56))))
else:
toKQXlEvBKaK = yees6wiSqIcB.random_choice(hk9OijmiC_zA.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xc3'), chr(0b1100100) + chr(0b1011111 + 0o6) + '\143' + chr(732 - 621) + chr(100) + chr(0b100011 + 0o102))(chr(0b100011 + 0o122) + '\x74' + chr(3115 - 3013) + chr(45) + '\070')))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\x98b\xd7IO\xf3\xaa\x9f\x9d\xc4+\x1b\xb8\xbc\xbc\x8a\x8c\x1d\xf0`\xdf\xa3P\xf0\xdbS\xd8\xa0'), chr(100) + chr(0b1001101 + 0o30) + chr(99) + '\157' + '\144' + chr(0b1100101))(chr(117) + chr(0b101110 + 0o106) + chr(0b1100110) + chr(0b101101) + '\070').q33KG3foQ_CJ(match=hk9OijmiC_zA), toKQXlEvBKaK, nzTpIcepk0o8(chr(48) + chr(3463 - 3352) + chr(49), 8))
for IZ1I2J8X1CQz in [roI3spqORKae(ES5oEprVxulp(b'\x93|\xd7[N\xf9'), chr(0b1000000 + 0o44) + chr(101) + chr(99) + '\157' + chr(0b1010101 + 0o17) + chr(0b1111 + 0o126))(chr(117) + '\x74' + '\x66' + chr(48 - 3) + chr(0b10001 + 0o47)), roI3spqORKae(ES5oEprVxulp(b'\x85v\xd7E@\xfb'), '\x64' + '\145' + chr(99) + chr(1708 - 1597) + chr(100) + chr(0b1100101))(chr(117) + chr(0b10101 + 0o137) + '\146' + chr(45) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x90|\xcb\\D\xf9\xa6\x97'), '\x64' + chr(0b10000 + 0o125) + chr(0b1010011 + 0o20) + chr(0b101 + 0o152) + chr(100) + chr(0b110 + 0o137))(chr(0b1101111 + 0o6) + chr(0b1101100 + 0o10) + chr(102) + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\x96i\xd5MS\xf4\xa4\x81\x85'), chr(9754 - 9654) + chr(0b1100101) + chr(0b1011000 + 0o13) + chr(0b11011 + 0o124) + '\144' + '\x65')(chr(0b1010011 + 0o42) + chr(8945 - 8829) + chr(0b1001101 + 0o31) + '\x2d' + chr(0b1000 + 0o60)), roI3spqORKae(ES5oEprVxulp(b'\x8fv\xd2MS\xf4\xa4\x81\x85'), chr(0b1011001 + 0o13) + '\x65' + chr(0b110000 + 0o63) + chr(111) + '\144' + '\145')('\165' + '\164' + '\x66' + chr(45) + '\070')]:
R0txZRpFTkm6 = aoTc4YA2bs2R.findall(roI3spqORKae(ES5oEprVxulp(b'\xbfb'), '\144' + chr(0b1100101) + '\x63' + chr(0b1010001 + 0o36) + chr(0b1100100) + '\145')(chr(117) + chr(0b1001010 + 0o52) + chr(9874 - 9772) + '\055' + '\x38') + IZ1I2J8X1CQz + roI3spqORKae(ES5oEprVxulp(b'\xbfd\x8d\x06\n\xa8\xec\xae\x9b\x96'), chr(410 - 310) + '\145' + '\143' + '\157' + '\x64' + chr(101))('\165' + chr(116) + chr(0b101010 + 0o74) + chr(0b101101) + '\x38') + IZ1I2J8X1CQz + roI3spqORKae(ES5oEprVxulp(b'\xbfd'), '\144' + '\x65' + '\143' + '\x6f' + chr(100) + chr(5491 - 5390))(chr(0b100000 + 0o125) + '\x74' + '\146' + chr(1783 - 1738) + chr(0b111000)), rSCqOeyvgIH_)
for hk9OijmiC_zA in R0txZRpFTkm6:
toKQXlEvBKaK = None
if IZ1I2J8X1CQz == roI3spqORKae(ES5oEprVxulp(b'\x93|\xd7[N\xf9'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1000 + 0o147) + '\x64' + '\145')(chr(0b1110101) + chr(0b101110 + 0o106) + chr(940 - 838) + '\x2d' + chr(0b111000)):
toKQXlEvBKaK = hXMPsSrOQzbh.fDy17HzkiUYE(hk9OijmiC_zA, roI3spqORKae(ES5oEprVxulp(b'\x93|\xd7[N\xf9'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(5274 - 5174) + chr(5104 - 5003))('\165' + chr(0b110 + 0o156) + '\x66' + '\055' + chr(2920 - 2864)))
else:
toKQXlEvBKaK = yees6wiSqIcB.string_format(hk9OijmiC_zA, IZ1I2J8X1CQz)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\x98b\xdeAU\xf2\xa8\x8f\x9d\xc4+\x1b\xb8\xbc\xbc\x8a\x8c\x1d\xf0`\xd6\xabJ\xf1\xd9C\xd8\xa0'), '\x64' + chr(2491 - 2390) + chr(99) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1011010 + 0o14) + chr(0b11000 + 0o25) + chr(0b111000)).q33KG3foQ_CJ(item=IZ1I2J8X1CQz, match=hk9OijmiC_zA), toKQXlEvBKaK)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfz\xc4DM\xa9'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(0b1010 + 0o132) + chr(1954 - 1853))(chr(0b1110101) + chr(0b1011010 + 0o32) + chr(0b1100110) + '\055' + chr(0b1000 + 0o60)), roI3spqORKae(ES5oEprVxulp(b'\x98F\xfaK@\xfb\xa9\xad\xbf\xc4'), chr(0b1100100) + chr(9110 - 9009) + '\143' + chr(0b1011110 + 0o21) + chr(0b110101 + 0o57) + '\x65')(chr(0b1110101) + chr(0b10111 + 0o135) + '\x66' + chr(1374 - 1329) + chr(1002 - 946)))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdf6\xc6IM\xfb\xfb'), chr(2825 - 2725) + '\x65' + '\x63' + chr(0b1000001 + 0o56) + chr(0b1100100) + '\145')(chr(6451 - 6334) + chr(0b1001110 + 0o46) + '\x66' + chr(45) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\x986\xfawB\xf6\xa9\x9e\xbf\xe6-'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + '\x65')(chr(117) + '\164' + chr(0b1100110) + chr(0b10100 + 0o31) + chr(0b111000)))
while nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(7518 - 7407) + chr(49), 8):
hk9OijmiC_zA = aoTc4YA2bs2R.DaZ8InzQgFJv(KM9siTbfdQ9K.tag_search, rSCqOeyvgIH_)
if not hk9OijmiC_zA:
break
hk9OijmiC_zA = hk9OijmiC_zA.F9lJ8RbIonqb(nzTpIcepk0o8(chr(0b110000) + chr(2789 - 2678) + chr(780 - 731), 8))
ws_9aXBYp0Zv = hk9OijmiC_zA.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xc3'), chr(5724 - 5624) + chr(0b1100101) + chr(3600 - 3501) + '\157' + chr(6188 - 6088) + chr(0b1100101))('\165' + chr(0b1011100 + 0o30) + '\x66' + '\055' + chr(56)), nzTpIcepk0o8(chr(48) + chr(0b111010 + 0o65) + chr(0b110001), 8))
A0gVABhHjc3L = ws_9aXBYp0Zv[nzTpIcepk0o8(chr(2166 - 2118) + chr(9674 - 9563) + '\060', 8)].Xn8ENWMZdIRt()
FfKOThdpoDTb = ws_9aXBYp0Zv[nzTpIcepk0o8(chr(460 - 412) + chr(0b1101111) + chr(49), 8)] if ftfygxgFas5X(ws_9aXBYp0Zv) > nzTpIcepk0o8(chr(608 - 560) + chr(0b1010101 + 0o32) + chr(49), 8) else roI3spqORKae(ES5oEprVxulp(b''), chr(100) + chr(101) + '\x63' + chr(111) + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\070')
Pv_O0UBzNUCL = roI3spqORKae(ES5oEprVxulp(b''), '\x64' + chr(2349 - 2248) + chr(99) + chr(111) + '\144' + chr(0b11001 + 0o114))(chr(0b1110101) + chr(0b1100000 + 0o24) + chr(0b1100110) + chr(0b101101) + chr(0b111000))
if A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x81v\xd1'), '\144' + chr(1303 - 1202) + '\143' + chr(111) + chr(0b1100100) + '\145')(chr(9760 - 9643) + chr(0b1110100) + '\x66' + chr(942 - 897) + chr(0b110101 + 0o3)) or A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x86w\xd3'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\144' + '\x65')('\165' + '\164' + chr(0b1001001 + 0o35) + '\055' + chr(0b111000)):
qc_AZrsvdJzx = hXMPsSrOQzbh.master._var if A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x81v\xd1'), chr(0b1100100) + chr(0b1100101) + chr(0b110001 + 0o62) + '\x6f' + chr(100) + '\145')('\165' + chr(0b1010 + 0o152) + '\x66' + chr(0b101101) + chr(0b111000)) else hXMPsSrOQzbh.master.mnhQauBa0NV0
if roI3spqORKae(ES5oEprVxulp(b'\xde'), chr(0b1000000 + 0o44) + chr(0b1100101) + chr(0b110011 + 0o60) + '\x6f' + chr(9554 - 9454) + chr(101))(chr(117) + chr(0b101110 + 0o106) + chr(5689 - 5587) + chr(0b101101 + 0o0) + '\x38') in FfKOThdpoDTb:
ws_9aXBYp0Zv = FfKOThdpoDTb.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xde'), chr(100) + chr(3267 - 3166) + chr(0b1100011) + chr(0b1101111) + chr(7286 - 7186) + chr(0b1100101))('\165' + chr(116) + '\x66' + chr(45) + chr(3121 - 3065)))
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x90x\xdc'), chr(8852 - 8752) + '\x65' + chr(6564 - 6465) + '\x6f' + chr(1061 - 961) + chr(0b1100000 + 0o5))(chr(8675 - 8558) + '\164' + chr(102) + chr(0b10 + 0o53) + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'\xb0|\xd1\x08'), '\x64' + '\145' + '\x63' + chr(9872 - 9761) + '\144' + '\145')(chr(0b1110011 + 0o2) + '\x74' + chr(102) + '\055' + '\070') + A0gVABhHjc3L + roI3spqORKae(ES5oEprVxulp(b'\xc3o\xc4ZH\xf6\xa7\x9e\x85\x99'), chr(0b1100100) + chr(0b111000 + 0o55) + '\x63' + '\157' + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(886 - 830)) + H8p5T_wwctMA(ws_9aXBYp0Zv[nzTpIcepk0o8('\060' + chr(111) + '\060', 8)]) + roI3spqORKae(ES5oEprVxulp(b'\xde'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(5076 - 4976) + chr(0b1100101))(chr(8981 - 8864) + chr(2232 - 2116) + chr(0b1100110) + '\055' + chr(56)) + H8p5T_wwctMA(ws_9aXBYp0Zv[nzTpIcepk0o8('\060' + chr(9520 - 9409) + '\x31', 8)]))
qc_AZrsvdJzx[ws_9aXBYp0Zv[nzTpIcepk0o8(chr(0b110000) + chr(3838 - 3727) + chr(48), 8)]] = ws_9aXBYp0Zv[nzTpIcepk0o8(chr(48) + chr(2830 - 2719) + '\061', 8)]
else:
Pv_O0UBzNUCL = qc_AZrsvdJzx.GUKetu4xaGsJ(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b'\x96w\xc1MG\xfe\xab\x97\x84'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(457 - 357) + chr(0b110011 + 0o62))(chr(117) + chr(116) + '\146' + chr(405 - 360) + chr(56)))
elif A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x90|\xd1'), chr(0b110000 + 0o64) + chr(0b1010010 + 0o23) + '\143' + chr(12175 - 12064) + chr(0b1010111 + 0o15) + chr(0b1 + 0o144))(chr(117) + '\164' + chr(0b101 + 0o141) + '\055' + chr(0b111000)):
ws_9aXBYp0Zv = FfKOThdpoDTb.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xde'), chr(0b1100100) + '\145' + chr(4891 - 4792) + '\x6f' + '\x64' + chr(0b1100101))('\x75' + '\164' + chr(1608 - 1506) + chr(0b101101) + '\x38'))
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x90x\xdc'), '\144' + chr(0b1100101) + '\x63' + chr(111) + chr(6711 - 6611) + chr(0b1100101))(chr(0b1100010 + 0o23) + chr(10329 - 10213) + chr(10397 - 10295) + chr(45) + chr(0b101000 + 0o20)))(roI3spqORKae(ES5oEprVxulp(b'\xb0|\xd1\x08T\xe4\xa0\x80\x96\xd8"V'), chr(2176 - 2076) + '\145' + chr(8052 - 7953) + '\x6f' + chr(100) + chr(1526 - 1425))(chr(117) + '\164' + chr(8263 - 8161) + chr(45) + '\070') + H8p5T_wwctMA(ws_9aXBYp0Zv[nzTpIcepk0o8('\x30' + chr(111) + chr(48), 8)]) + roI3spqORKae(ES5oEprVxulp(b'\xde'), chr(100) + '\x65' + '\x63' + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(2646 - 2590)) + H8p5T_wwctMA(ws_9aXBYp0Zv[nzTpIcepk0o8('\x30' + chr(0b1101010 + 0o5) + chr(49), 8)]))
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x90|\xd1wT\xe4\xa0\x80\x96\xd8"'), '\144' + '\145' + chr(0b1100010 + 0o1) + chr(111) + chr(9703 - 9603) + chr(6106 - 6005))('\165' + chr(0b1000000 + 0o64) + '\x66' + chr(45) + chr(1572 - 1516)))(E63X9RhwfuOn, ws_9aXBYp0Zv[nzTpIcepk0o8('\060' + '\x6f' + chr(48), 8)], ws_9aXBYp0Zv[nzTpIcepk0o8('\x30' + chr(12017 - 11906) + chr(49), 8)])
elif A0gVABhHjc3L in [roI3spqORKae(ES5oEprVxulp(b'\x82}\xc1'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1000001 + 0o64) + chr(0b1001 + 0o153) + '\x66' + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\x90l\xc7'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\146' + chr(45) + chr(3073 - 3017)), roI3spqORKae(ES5oEprVxulp(b'\x8el\xc9\\'), '\x64' + chr(101) + chr(0b100110 + 0o75) + chr(0b1001110 + 0o41) + '\x64' + chr(813 - 712))(chr(13275 - 13158) + chr(0b10101 + 0o137) + chr(0b1100110) + chr(0b1011 + 0o42) + chr(0b10110 + 0o42)), roI3spqORKae(ES5oEprVxulp(b'\x87p\xd3'), '\x64' + chr(101) + '\143' + chr(3777 - 3666) + '\x64' + chr(0b1100101))(chr(503 - 386) + chr(0b1110100) + chr(389 - 287) + chr(45) + '\070')]:
ws_9aXBYp0Zv = FfKOThdpoDTb.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xde'), chr(9888 - 9788) + '\145' + chr(99) + '\x6f' + '\x64' + '\x65')(chr(117) + chr(0b1110100) + '\146' + '\x2d' + chr(0b110110 + 0o2)))
dCTqsFxxt3gY = ws_9aXBYp0Zv[nzTpIcepk0o8(chr(800 - 752) + '\157' + chr(0b1001 + 0o47), 8)]
uV9iBiw0y_Mp = ws_9aXBYp0Zv[nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49), 8)]
MoYd9FCVDRX7 = hXMPsSrOQzbh.master.get_uservar(E63X9RhwfuOn, dCTqsFxxt3gY)
try:
uV9iBiw0y_Mp = nzTpIcepk0o8(uV9iBiw0y_Mp)
if MoYd9FCVDRX7 in [None, roI3spqORKae(ES5oEprVxulp(b'\x96w\xc1MG\xfe\xab\x97\x84'), '\x64' + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(6069 - 5968))(chr(4908 - 4791) + chr(0b1110100) + chr(102) + '\055' + chr(56))]:
MoYd9FCVDRX7 = nzTpIcepk0o8(chr(1474 - 1426) + chr(805 - 694) + chr(0b1001 + 0o47), 8)
except UtiWT6f6p9yZ:
Pv_O0UBzNUCL = roI3spqORKae(ES5oEprVxulp(b'\xb8\\\xf7z\x1b\xb7\x88\x93\x94\xd1p\x15\xb8\xa6\xf8\x96\xd1A\xf02\x8a\xe2P\xfb\xda\x13\xcb\xa8.\xa9\xecPjPZ=2\xe6\n\xa0\xc4b\xd8\x0f|'), '\144' + chr(101) + chr(2551 - 2452) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b10001 + 0o143) + '\146' + chr(702 - 657) + chr(280 - 224)).q33KG3foQ_CJ(A0gVABhHjc3L, uV9iBiw0y_Mp)
try:
GMHkyktWHI61 = nzTpIcepk0o8(MoYd9FCVDRX7)
bZWmgf4GjgvH = nzTpIcepk0o8(chr(48) + '\157' + chr(0b110000), 8)
if A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x82}\xc1'), chr(5899 - 5799) + chr(1255 - 1154) + chr(0b110000 + 0o63) + chr(5249 - 5138) + chr(100) + chr(0b1100101))(chr(117) + chr(0b110110 + 0o76) + '\x66' + '\x2d' + chr(0b111000)):
bZWmgf4GjgvH = GMHkyktWHI61 + uV9iBiw0y_Mp
elif A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x90l\xc7'), chr(7242 - 7142) + chr(0b1100101) + '\x63' + '\157' + '\144' + '\x65')(chr(117) + chr(7786 - 7670) + '\x66' + chr(45) + chr(0b111000)):
bZWmgf4GjgvH = GMHkyktWHI61 - uV9iBiw0y_Mp
elif A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x8el\xc9\\'), '\x64' + '\x65' + '\x63' + chr(0b1101111) + chr(0b111000 + 0o54) + '\145')('\x75' + chr(116) + '\146' + '\x2d' + '\070'):
bZWmgf4GjgvH = GMHkyktWHI61 * uV9iBiw0y_Mp
elif A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x87p\xd3'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + '\x64' + '\x65')(chr(8595 - 8478) + chr(13243 - 13127) + chr(102) + chr(45) + '\070'):
bZWmgf4GjgvH = GMHkyktWHI61 // uV9iBiw0y_Mp
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x90|\xd1wT\xe4\xa0\x80\x96\xd8"'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\157' + chr(0b1010000 + 0o24) + chr(0b1100101))('\165' + '\x74' + chr(102) + '\055' + chr(0b10110 + 0o42)))(E63X9RhwfuOn, dCTqsFxxt3gY, bZWmgf4GjgvH)
except UtiWT6f6p9yZ:
Pv_O0UBzNUCL = roI3spqORKae(ES5oEprVxulp(b"\xb8\\\xf7z\x1b\xb7\x88\x93\x94\xd1p\x15\xb6\xbd\xb3\x86\x9fA\xffo\x8a\xb9C\xb3\x94J\xca\xfd5\xad\xf2LlP\x0b'#\xb42"), chr(0b1100100) + chr(0b1011000 + 0o15) + chr(8422 - 8323) + chr(111) + chr(0b1100100) + chr(0b100010 + 0o103))('\x75' + chr(0b1110100) + chr(102) + '\055' + chr(0b111000)).q33KG3foQ_CJ(A0gVABhHjc3L, MoYd9FCVDRX7)
elif A0gVABhHjc3L == roI3spqORKae(ES5oEprVxulp(b'\x84|\xd1'), chr(0b1100100) + '\x65' + chr(1836 - 1737) + '\157' + chr(100) + chr(0b1100101))('\x75' + chr(10507 - 10391) + '\x66' + chr(45) + '\070'):
Pv_O0UBzNUCL = hXMPsSrOQzbh.master.get_uservar(E63X9RhwfuOn, FfKOThdpoDTb)
else:
Pv_O0UBzNUCL = roI3spqORKae(ES5oEprVxulp(b'\xe3b\xd8)'), '\144' + chr(0b1100101) + chr(0b1100010 + 0o1) + chr(0b1101111) + chr(100) + chr(0b111101 + 0o50))(chr(6080 - 5963) + '\164' + chr(0b1100110) + '\055' + chr(0b110001 + 0o7)).q33KG3foQ_CJ(hk9OijmiC_zA)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfb\xd8\x16'), chr(0b11000 + 0o114) + chr(2180 - 2079) + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1011100 + 0o30) + '\x66' + chr(415 - 370) + '\x38').q33KG3foQ_CJ(hk9OijmiC_zA), H8p5T_wwctMA(Pv_O0UBzNUCL))
rSCqOeyvgIH_ = rSCqOeyvgIH_.replace(roI3spqORKae(ES5oEprVxulp(b'\xe3'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1100001 + 0o3) + '\x65')(chr(0b100111 + 0o116) + '\x74' + chr(0b100001 + 0o105) + chr(0b101101) + chr(2216 - 2160)), roI3spqORKae(ES5oEprVxulp(b'\xdf'), '\144' + '\x65' + chr(0b110000 + 0o63) + '\157' + chr(429 - 329) + chr(0b100101 + 0o100))(chr(9106 - 8989) + '\164' + '\146' + chr(1803 - 1758) + '\x38')).E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xe2'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(5773 - 5673) + chr(101))('\165' + chr(9996 - 9880) + chr(1756 - 1654) + chr(45) + chr(0b110000 + 0o10)), roI3spqORKae(ES5oEprVxulp(b'\xdd'), chr(100) + chr(101) + '\143' + '\157' + chr(100) + '\x65')(chr(117) + '\x74' + '\x66' + chr(1183 - 1138) + chr(0b111000)))
if roI3spqORKae(ES5oEprVxulp(b'\x988'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1010001 + 0o44) + chr(0b1110100) + chr(0b111100 + 0o52) + '\x2d' + chr(1971 - 1915)) in rSCqOeyvgIH_:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xbcn\xc4ZO'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b1010111 + 0o15) + '\x65')(chr(117) + chr(0b1110100) + '\146' + '\x2d' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'\xb6j\xc0\x08N\xf1\xe5\x86\x88\xdcp\r\xf8\xe6\xf1\xcc\x8cF\xff.\xca\xe2W\xe7\x94Z\xc0\xad1\xa9\xfdX}\x15H|?\xfd\x0b\xa0\x8dv\xd1\x08R\xe2\xb5\x82\x8f\xcb$\x13\xbd\xe8\xb7\x87\x83\x03\xa5'), chr(8418 - 8318) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + '\x65')('\165' + chr(0b11001 + 0o133) + chr(0b1001001 + 0o35) + '\x2d' + chr(0b101100 + 0o14)))
riPwy7lj4KiL = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.topic_tag, rSCqOeyvgIH_)
for hk9OijmiC_zA in riPwy7lj4KiL:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x90x\xdc'), chr(0b101001 + 0o73) + chr(6620 - 6519) + chr(99) + chr(5516 - 5405) + chr(0b1011001 + 0o13) + chr(0b1100101))('\165' + '\x74' + chr(4244 - 4142) + chr(0b101011 + 0o2) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\xb0|\xd1\\H\xf9\xa2\xd2\x95\xca5\x04\xfe\xbb\xff\x96\x9e\x16\xe2,\x8d\xb6Q\xb4'), '\144' + chr(101) + '\x63' + '\x6f' + '\x64' + '\x65')('\165' + chr(0b1110100) + chr(102) + chr(1595 - 1550) + '\070') + hk9OijmiC_zA)
roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x90|\xd1wT\xe4\xa0\x80\x96\xd8"'), chr(0b1100100) + chr(8239 - 8138) + chr(99) + chr(111) + chr(8960 - 8860) + chr(4456 - 4355))(chr(0b1110101) + chr(1842 - 1726) + chr(0b10011 + 0o123) + '\x2d' + chr(56)))(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'\x97v\xd5AB'), chr(0b1110 + 0o126) + chr(1775 - 1674) + '\143' + chr(0b111001 + 0o66) + '\144' + '\x65')(chr(117) + chr(8068 - 7952) + '\146' + chr(0b101101) + chr(0b110101 + 0o3)), hk9OijmiC_zA)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\x98b\xd1GQ\xfe\xa6\xcf\x9b\xd41\x02\xba\xa0\xa2\x9f\x8c'), chr(0b1100100) + chr(101) + '\143' + chr(9981 - 9870) + chr(100) + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110 + 0o0) + chr(0b101101) + chr(0b111000)).q33KG3foQ_CJ(match=hk9OijmiC_zA), roI3spqORKae(ES5oEprVxulp(b''), chr(7485 - 7385) + chr(4004 - 3903) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))('\165' + '\164' + chr(102) + chr(0b10000 + 0o35) + chr(2705 - 2649)))
L0znk5wY2NJo = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.redir_tag, rSCqOeyvgIH_)
for hk9OijmiC_zA in L0znk5wY2NJo:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x90x\xdc'), '\x64' + chr(0b1100101) + chr(0b1010 + 0o131) + chr(1324 - 1213) + chr(0b110 + 0o136) + '\145')(chr(117) + chr(0b1110100) + chr(102) + chr(0b100010 + 0o13) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\xb1|\xc1AS\xf2\xa6\x86\xc0\xcd?V'), chr(2925 - 2825) + '\x65' + '\x63' + chr(0b101000 + 0o107) + chr(0b100 + 0o140) + chr(0b1001111 + 0o26))(chr(117) + '\x74' + chr(0b1100110) + chr(636 - 591) + chr(0b111000)) + hk9OijmiC_zA)
qQbk48FSYo6n = hk9OijmiC_zA.kdIDrcwZTCs5()
whtLhs4ECzpZ = hXMPsSrOQzbh._getreply(E63X9RhwfuOn, qQbk48FSYo6n, step=UH0YjwuI_XzX + nzTpIcepk0o8(chr(48) + '\157' + chr(49), 8))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\x98b\xe5SL\xf6\xb1\x91\x88\xc4-\x0b'), '\x64' + chr(1062 - 961) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(2241 - 2140))(chr(0b11010 + 0o133) + chr(0b1100110 + 0o16) + '\x66' + '\055' + chr(0b111000)).q33KG3foQ_CJ(match=hk9OijmiC_zA), whtLhs4ECzpZ)
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\x98F\xfaK@\xfb\xa9\xad\xbf\xc4'), chr(100) + '\x65' + '\x63' + '\157' + '\144' + chr(1972 - 1871))('\165' + chr(0b1011110 + 0o26) + chr(0b1100110) + chr(45) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xdfz\xc4DM\xa9'), chr(5837 - 5737) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b100100 + 0o100) + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + chr(45) + '\070'))
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\x986\xfawB\xf6\xa9\x9e\xbf\xe6-'), '\x64' + chr(0b10110 + 0o117) + chr(0b1001011 + 0o30) + chr(5181 - 5070) + '\x64' + '\x65')(chr(0b1110101) + chr(13120 - 13004) + chr(0b1 + 0o145) + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xdf6\xc6IM\xfb\xfb'), chr(0b11000 + 0o114) + chr(232 - 131) + chr(99) + chr(111) + chr(100) + chr(0b1100101))(chr(12960 - 12843) + chr(3849 - 3733) + '\x66' + chr(0b101101) + chr(0b111000)))
fFD5A1k2Pqff = aoTc4YA2bs2R.findall(roI3spqORKae(ES5oEprVxulp(b'\xdfz\xc4DM\xa9\xed\xdc\xcb\x86yJ\xf6\xab\xbe\x8e\x9dX'), '\x64' + chr(101) + chr(0b11 + 0o140) + '\157' + '\x64' + '\x65')('\165' + chr(116) + chr(102) + '\x2d' + '\070'), rSCqOeyvgIH_)
for hk9OijmiC_zA in fFD5A1k2Pqff:
ws_9aXBYp0Zv = aoTc4YA2bs2R.LfRrQOxuDvnC(KM9siTbfdQ9K.i_EO7JFAVLSs, hk9OijmiC_zA)
toKQXlEvBKaK = roI3spqORKae(ES5oEprVxulp(b''), '\144' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1110 + 0o127))('\165' + chr(0b1110100) + chr(0b101101 + 0o71) + '\055' + chr(0b111000))
kIMfkyypPTcC = ws_9aXBYp0Zv[nzTpIcepk0o8('\060' + chr(0b11010 + 0o125) + '\060', 8)]
eemPYp2vtTSr = []
if ftfygxgFas5X(ws_9aXBYp0Zv) > nzTpIcepk0o8('\060' + chr(0b1101111) + chr(49), 8):
eemPYp2vtTSr = ws_9aXBYp0Zv[nzTpIcepk0o8('\x30' + '\x6f' + '\061', 8):]
if kIMfkyypPTcC in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xbcv\xc7BM\xf6\xab\x95\x93'), '\144' + chr(0b110010 + 0o63) + chr(0b1100011) + chr(0b1101111) + '\x64' + '\x65')(chr(0b100000 + 0o125) + '\x74' + chr(102) + chr(0b101101) + chr(56))):
om5Y2VEylkxh = hXMPsSrOQzbh.master._objlangs[kIMfkyypPTcC]
if om5Y2VEylkxh in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\x85U\xf6ly\xff\x88\x83\x8f\xe1\x1bD'), '\x64' + chr(10040 - 9939) + chr(99) + chr(0b110000 + 0o77) + chr(0b1100100) + chr(101))('\x75' + chr(0b1110100) + chr(102) + chr(45) + chr(56))):
try:
toKQXlEvBKaK = hXMPsSrOQzbh.master._handlers[om5Y2VEylkxh].c76Yf40Q6MeM(hXMPsSrOQzbh.RIlcI9bxIO8Q, kIMfkyypPTcC, E63X9RhwfuOn, eemPYp2vtTSr)
except roI3spqORKae(DpS_k8vJ9ZvJ, roI3spqORKae(ES5oEprVxulp(b'\xb3`\xd1@N\xf9\x8a\x90\x8a\xdc3\x02\x9c\xba\xad\x8d\x83'), chr(0b1010110 + 0o16) + chr(6555 - 6454) + '\x63' + chr(0b1100000 + 0o17) + chr(6027 - 5927) + chr(0b110111 + 0o56))('\165' + '\164' + chr(102) + '\x2d' + chr(0b111000))) as wgf0sgcu_xPL:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x90S\xf4~~\xdf\xb4\xa1\xd9\xdf7\x0c'), '\x64' + chr(2944 - 2843) + chr(99) + '\x6f' + '\144' + chr(101))(chr(0b101101 + 0o110) + '\x74' + chr(0b1011111 + 0o7) + chr(0b101101) + '\x38'))(N9zlRy29S1SS(wgf0sgcu_xPL))
if not K754b1P2KgCe:
raise _3lqyyCj56Wm(N9zlRy29S1SS(wgf0sgcu_xPL))
toKQXlEvBKaK = qcTZw2fQ9LDr
else:
if not K754b1P2KgCe:
raise _3lqyyCj56Wm(uqLmms8EUvH4)
toKQXlEvBKaK = uqLmms8EUvH4
else:
if not K754b1P2KgCe:
raise _3lqyyCj56Wm(B2iY3bKeMoSZ)
toKQXlEvBKaK = B2iY3bKeMoSZ
rSCqOeyvgIH_ = rSCqOeyvgIH_.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\xdfz\xc4DM\xa9\xbe\x9f\x81\xcd3\x1e\xa4\xf4\xf0\x81\x90\n\xe7q'), chr(0b110101 + 0o57) + chr(5940 - 5839) + chr(0b11010 + 0o111) + chr(111) + chr(0b1011001 + 0o13) + chr(3749 - 3648))(chr(9133 - 9016) + '\x74' + chr(4648 - 4546) + '\x2d' + chr(3033 - 2977)).q33KG3foQ_CJ(match=hk9OijmiC_zA), toKQXlEvBKaK)
return rSCqOeyvgIH_ |
aichaos/rivescript-python | rivescript/brain.py | Brain.substitute | def substitute(self, msg, kind):
"""Run a kind of substitution on a message.
:param str msg: The message to run substitutions against.
:param str kind: The kind of substitution to run,
one of ``subs`` or ``person``.
"""
# Safety checking.
if 'lists' not in self.master._sorted:
raise RepliesNotSortedError("You must call sort_replies() once you are done loading RiveScript documents")
if kind not in self.master._sorted["lists"]:
raise RepliesNotSortedError("You must call sort_replies() once you are done loading RiveScript documents")
# Get the substitution map.
subs = None
if kind == 'sub':
subs = self.master._sub
else:
subs = self.master._person
# Make placeholders each time we substitute something.
ph = []
i = 0
for pattern in self.master._sorted["lists"][kind]:
result = subs[pattern]
# Make a placeholder.
ph.append(result)
placeholder = "\x00%d\x00" % i
i += 1
cache = self.master._regexc[kind][pattern]
msg = re.sub(cache["sub1"], placeholder, msg)
msg = re.sub(cache["sub2"], placeholder + r'\1', msg)
msg = re.sub(cache["sub3"], r'\1' + placeholder + r'\2', msg)
msg = re.sub(cache["sub4"], r'\1' + placeholder, msg)
placeholders = re.findall(RE.placeholder, msg)
for match in placeholders:
i = int(match)
result = ph[i]
msg = msg.replace('\x00' + match + '\x00', result)
# Strip & return.
return msg.strip() | python | def substitute(self, msg, kind):
"""Run a kind of substitution on a message.
:param str msg: The message to run substitutions against.
:param str kind: The kind of substitution to run,
one of ``subs`` or ``person``.
"""
# Safety checking.
if 'lists' not in self.master._sorted:
raise RepliesNotSortedError("You must call sort_replies() once you are done loading RiveScript documents")
if kind not in self.master._sorted["lists"]:
raise RepliesNotSortedError("You must call sort_replies() once you are done loading RiveScript documents")
# Get the substitution map.
subs = None
if kind == 'sub':
subs = self.master._sub
else:
subs = self.master._person
# Make placeholders each time we substitute something.
ph = []
i = 0
for pattern in self.master._sorted["lists"][kind]:
result = subs[pattern]
# Make a placeholder.
ph.append(result)
placeholder = "\x00%d\x00" % i
i += 1
cache = self.master._regexc[kind][pattern]
msg = re.sub(cache["sub1"], placeholder, msg)
msg = re.sub(cache["sub2"], placeholder + r'\1', msg)
msg = re.sub(cache["sub3"], r'\1' + placeholder + r'\2', msg)
msg = re.sub(cache["sub4"], r'\1' + placeholder, msg)
placeholders = re.findall(RE.placeholder, msg)
for match in placeholders:
i = int(match)
result = ph[i]
msg = msg.replace('\x00' + match + '\x00', result)
# Strip & return.
return msg.strip() | [
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:param str msg: The message to run substitutions against.
:param str kind: The kind of substitution to run,
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"message",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/brain.py#L784-L830 | train | Run a kind of substitution on a message. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + chr(111) + '\062' + '\x31' + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(414 - 365) + '\066' + '\065', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + chr(0b1110 + 0o44) + chr(0b100010 + 0o23), 0o10), nzTpIcepk0o8(chr(1009 - 961) + '\157' + chr(0b101 + 0o55) + chr(0b110 + 0o57) + chr(0b100010 + 0o23), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + '\x31' + '\x35', 0b1000), nzTpIcepk0o8(chr(990 - 942) + '\x6f' + chr(137 - 88) + chr(48) + '\064', 22660 - 22652), nzTpIcepk0o8('\x30' + chr(0b101001 + 0o106) + '\062', 0o10), nzTpIcepk0o8(chr(1670 - 1622) + chr(0b1101111) + '\x33' + chr(0b0 + 0o66) + chr(0b11101 + 0o30), 10761 - 10753), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + '\x30' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(585 - 537) + '\x6f' + chr(0b100100 + 0o20), ord("\x08")), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + '\061' + chr(48) + chr(0b110110), 47855 - 47847), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101111) + '\063' + '\060' + chr(0b100000 + 0o23), 0b1000), nzTpIcepk0o8(chr(1033 - 985) + '\157' + chr(0b1101 + 0o50) + chr(51), 30214 - 30206), nzTpIcepk0o8(chr(0b11010 + 0o26) + '\157' + '\063' + '\065' + chr(51), 17288 - 17280), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b110011) + '\064' + chr(54), 61612 - 61604), nzTpIcepk0o8(chr(48) + chr(0b1000000 + 0o57) + '\x31' + chr(0b10000 + 0o41) + chr(54), 0b1000), nzTpIcepk0o8(chr(885 - 837) + chr(111) + chr(50) + chr(0b110 + 0o60) + '\064', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + '\065' + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\x30' + chr(3642 - 3531) + '\x34', 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11001 + 0o31) + chr(54) + chr(0b110 + 0o60), 0o10), nzTpIcepk0o8('\x30' + chr(10374 - 10263) + chr(50) + '\064' + chr(290 - 241), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(55) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(50) + '\063' + chr(937 - 883), 29867 - 29859), nzTpIcepk0o8('\x30' + chr(9823 - 9712) + chr(385 - 334) + chr(0b110011 + 0o0) + '\x30', 0o10), nzTpIcepk0o8('\060' + chr(0b1000000 + 0o57) + chr(0b110001) + chr(0b11101 + 0o24) + chr(0b1100 + 0o44), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(54) + chr(0b11110 + 0o26), 0b1000), nzTpIcepk0o8(chr(0b100000 + 0o20) + '\x6f' + '\061' + chr(0b110 + 0o60) + chr(0b101101 + 0o3), 55530 - 55522), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110110) + chr(0b100010 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + chr(792 - 743) + chr(52) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b110011 + 0o74) + chr(1167 - 1118) + chr(0b100010 + 0o23) + '\x31', 6281 - 6273), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110000), 35511 - 35503), nzTpIcepk0o8(chr(1956 - 1908) + '\x6f' + '\x32' + '\064' + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + chr(0b110101) + chr(0b1111 + 0o42), 19956 - 19948), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\063' + chr(0b110001), 61119 - 61111), nzTpIcepk0o8(chr(899 - 851) + chr(0b1101000 + 0o7) + chr(0b10101 + 0o36) + chr(0b110001) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x31' + '\x34' + chr(0b101111 + 0o7), 0b1000), nzTpIcepk0o8('\060' + chr(7178 - 7067) + chr(49) + chr(1671 - 1618), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(0b100000 + 0o20) + chr(1641 - 1593), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(0b110011 + 0o3) + chr(52), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + chr(0b110000) + chr(0b1000 + 0o53), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1000 + 0o50) + '\157' + chr(1295 - 1242) + '\x30', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xa6'), chr(0b10011 + 0o121) + chr(101) + chr(99) + '\157' + '\144' + chr(953 - 852))('\x75' + '\164' + chr(0b1100110) + chr(0b101101) + chr(186 - 130)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def fDy17HzkiUYE(hXMPsSrOQzbh, sldzbHve8G1S, UazF426buBeS):
if roI3spqORKae(ES5oEprVxulp(b'\xe4\x1c\xe6\xd9\xbe'), chr(0b1100100) + '\x65' + chr(0b101000 + 0o73) + '\x6f' + '\x64' + '\145')(chr(370 - 253) + chr(116) + chr(0b1010101 + 0o21) + '\x2d' + chr(0b100010 + 0o26)) not in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xd7\x06\xfa\xdf\xb9!f'), '\x64' + chr(0b1001110 + 0o27) + '\x63' + chr(0b101011 + 0o104) + chr(0b1100100) + chr(0b1010 + 0o133))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b1110 + 0o37) + chr(56))):
raise DZpxxfF4dOgA(roI3spqORKae(ES5oEprVxulp(b'\xd1\x1a\xe0\x8d\xa01q\x81ag\'\xafG\xcb\x95!\xc6\x1f[\xc4\xc4\x89\xf2\xb1-\x87X\x1eD\x06n\xc3\xcc9\xb1\tx\xe0\x95\xb1\xedU\xf1\xc2\xa3!"\x99.e"\xaaE\x8c\xc6\x1c\xdd\x1da\xe5\xc2\x8b\xf7\xa8<\xd4\x14X\x07\x1cm\xc5\xc7m\xbb'), chr(0b111011 + 0o51) + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(0b101110 + 0o67))('\165' + '\x74' + chr(0b1001 + 0o135) + chr(0b101101) + chr(0b100101 + 0o23)))
if UazF426buBeS not in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xd7\x06\xfa\xdf\xb9!f'), chr(0b1001110 + 0o26) + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b11 + 0o143) + chr(517 - 472) + chr(3136 - 3080)))[roI3spqORKae(ES5oEprVxulp(b'\xe4\x1c\xe6\xd9\xbe'), chr(100) + chr(0b111110 + 0o47) + chr(0b1011111 + 0o4) + chr(0b11000 + 0o127) + chr(0b10001 + 0o123) + '\145')(chr(117) + '\164' + chr(6700 - 6598) + '\x2d' + '\070')]:
raise DZpxxfF4dOgA(roI3spqORKae(ES5oEprVxulp(b'\xd1\x1a\xe0\x8d\xa01q\x81ag\'\xafG\xcb\x95!\xc6\x1f[\xc4\xc4\x89\xf2\xb1-\x87X\x1eD\x06n\xc3\xcc9\xb1\tx\xe0\x95\xb1\xedU\xf1\xc2\xa3!"\x99.e"\xaaE\x8c\xc6\x1c\xdd\x1da\xe5\xc2\x8b\xf7\xa8<\xd4\x14X\x07\x1cm\xc5\xc7m\xbb'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b111 + 0o136))('\x75' + '\x74' + chr(0b11001 + 0o115) + chr(0b111 + 0o46) + chr(485 - 429)))
DKPvoVFc2bB7 = None
if UazF426buBeS == roI3spqORKae(ES5oEprVxulp(b'\xfb\x00\xf7'), chr(100) + '\145' + chr(99) + chr(0b100100 + 0o113) + chr(100) + chr(0b111111 + 0o46))(chr(0b10100 + 0o141) + chr(0b110011 + 0o101) + '\x66' + '\055' + chr(1963 - 1907)):
DKPvoVFc2bB7 = hXMPsSrOQzbh.master._sub
else:
DKPvoVFc2bB7 = hXMPsSrOQzbh.master._person
Xr3L2D_1IekR = []
ZlbFMSG8gCoF = nzTpIcepk0o8(chr(48) + chr(8679 - 8568) + chr(0b110000), 8)
for UYtHA0XyNB9C in roI3spqORKae(hXMPsSrOQzbh.master, roI3spqORKae(ES5oEprVxulp(b'\xd7\x06\xfa\xdf\xb9!f'), chr(0b1100100) + chr(7033 - 6932) + '\143' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(45) + '\070'))[roI3spqORKae(ES5oEprVxulp(b'\xe4\x1c\xe6\xd9\xbe'), chr(0b1100100) + chr(0b1100101) + chr(3752 - 3653) + chr(0b1101011 + 0o4) + chr(0b1100100) + '\145')('\x75' + '\164' + chr(0b1100110) + chr(45) + '\x38')][UazF426buBeS]:
POx95m7SPOVy = DKPvoVFc2bB7[UYtHA0XyNB9C]
roI3spqORKae(Xr3L2D_1IekR, roI3spqORKae(ES5oEprVxulp(b'\xc0!\xc6\x99\xb5#E\x9a+k\x13\xf6'), '\x64' + chr(0b110111 + 0o56) + '\143' + '\x6f' + chr(7754 - 7654) + '\x65')('\x75' + chr(0b101111 + 0o105) + chr(0b1100110) + chr(45) + '\070'))(POx95m7SPOVy)
DezdrUdcfjvz = roI3spqORKae(ES5oEprVxulp(b'\x88P\xf1\xad'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(9075 - 8974))(chr(117) + chr(1188 - 1072) + chr(0b1100110) + chr(0b101101) + '\x38') % ZlbFMSG8gCoF
ZlbFMSG8gCoF += nzTpIcepk0o8('\x30' + '\x6f' + chr(665 - 616), 40327 - 40319)
pnQ8kFTCTz91 = hXMPsSrOQzbh.master._regexc[UazF426buBeS][UYtHA0XyNB9C]
sldzbHve8G1S = aoTc4YA2bs2R._zPndKq6xMgp(pnQ8kFTCTz91[roI3spqORKae(ES5oEprVxulp(b'\xfb\x00\xf7\x9c'), '\x64' + chr(6200 - 6099) + chr(0b1000011 + 0o40) + chr(11304 - 11193) + chr(4915 - 4815) + '\x65')('\x75' + chr(116) + '\146' + chr(1273 - 1228) + '\x38')], DezdrUdcfjvz, sldzbHve8G1S)
sldzbHve8G1S = aoTc4YA2bs2R._zPndKq6xMgp(pnQ8kFTCTz91[roI3spqORKae(ES5oEprVxulp(b'\xfb\x00\xf7\x9f'), chr(0b1010001 + 0o23) + chr(0b1100101) + chr(4596 - 4497) + '\157' + '\144' + '\x65')(chr(117) + chr(1554 - 1438) + '\146' + '\055' + '\x38')], DezdrUdcfjvz + roI3spqORKae(ES5oEprVxulp(b'\xd4D'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))(chr(2767 - 2650) + '\164' + chr(102) + '\055' + chr(56)), sldzbHve8G1S)
sldzbHve8G1S = aoTc4YA2bs2R._zPndKq6xMgp(pnQ8kFTCTz91[roI3spqORKae(ES5oEprVxulp(b'\xfb\x00\xf7\x9e'), '\144' + chr(0b1000010 + 0o43) + chr(833 - 734) + chr(0b110100 + 0o73) + chr(2578 - 2478) + chr(0b1100101))(chr(0b101110 + 0o107) + chr(116) + '\x66' + chr(1340 - 1295) + chr(0b111000))], roI3spqORKae(ES5oEprVxulp(b'\xd4D'), chr(0b1000111 + 0o35) + '\145' + chr(7252 - 7153) + '\x6f' + '\x64' + chr(9464 - 9363))(chr(117) + chr(0b100110 + 0o116) + chr(0b101111 + 0o67) + '\055' + chr(1832 - 1776)) + DezdrUdcfjvz + roI3spqORKae(ES5oEprVxulp(b'\xd4G'), chr(100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(368 - 268) + chr(0b1100101))(chr(12348 - 12231) + chr(116) + '\x66' + chr(45) + '\070'), sldzbHve8G1S)
sldzbHve8G1S = aoTc4YA2bs2R._zPndKq6xMgp(pnQ8kFTCTz91[roI3spqORKae(ES5oEprVxulp(b'\xfb\x00\xf7\x99'), chr(100) + '\145' + chr(0b1001111 + 0o24) + chr(10628 - 10517) + chr(0b101110 + 0o66) + chr(101))(chr(0b1110101) + chr(0b111000 + 0o74) + chr(102) + chr(1630 - 1585) + chr(1128 - 1072))], roI3spqORKae(ES5oEprVxulp(b'\xd4D'), '\x64' + '\x65' + chr(0b1100011) + chr(0b110000 + 0o77) + chr(0b1100100) + '\x65')(chr(0b111010 + 0o73) + chr(7512 - 7396) + '\x66' + '\055' + chr(56)) + DezdrUdcfjvz, sldzbHve8G1S)
JZRAeioTq_qg = aoTc4YA2bs2R.findall(KM9siTbfdQ9K.DezdrUdcfjvz, sldzbHve8G1S)
for hk9OijmiC_zA in JZRAeioTq_qg:
ZlbFMSG8gCoF = nzTpIcepk0o8(hk9OijmiC_zA)
POx95m7SPOVy = Xr3L2D_1IekR[ZlbFMSG8gCoF]
sldzbHve8G1S = sldzbHve8G1S.E91dbqOZXBpJ(roI3spqORKae(ES5oEprVxulp(b'\x88'), chr(0b111111 + 0o45) + chr(9642 - 9541) + chr(0b1011 + 0o130) + chr(7157 - 7046) + chr(0b1100100) + chr(0b1010 + 0o133))('\x75' + chr(6368 - 6252) + chr(3721 - 3619) + chr(0b101101) + '\070') + hk9OijmiC_zA + roI3spqORKae(ES5oEprVxulp(b'\x88'), chr(0b1100100) + chr(0b1100000 + 0o5) + '\x63' + chr(9298 - 9187) + '\x64' + chr(5921 - 5820))(chr(0b0 + 0o165) + '\x74' + chr(0b1100110) + '\x2d' + chr(56)), POx95m7SPOVy)
return roI3spqORKae(sldzbHve8G1S, roI3spqORKae(ES5oEprVxulp(b"\xe3\x11\xdc\xe9\xbf'u\xaf\x15G5\xf6"), chr(4393 - 4293) + chr(0b1100101) + chr(0b11101 + 0o106) + chr(3772 - 3661) + chr(0b1100100) + chr(7043 - 6942))('\165' + '\164' + chr(7586 - 7484) + chr(0b10001 + 0o34) + chr(56)))() |
aichaos/rivescript-python | rivescript/python.py | PyRiveObjects.load | def load(self, name, code):
"""Prepare a Python code object given by the RiveScript interpreter.
:param str name: The name of the Python object macro.
:param []str code: The Python source code for the object macro.
"""
# We need to make a dynamic Python method.
source = "def RSOBJ(rs, args):\n"
for line in code:
source = source + "\t" + line + "\n"
source += "self._objects[name] = RSOBJ\n"
try:
exec(source)
# self._objects[name] = RSOBJ
except Exception as e:
print("Failed to load code from object", name)
print("The error given was: ", e) | python | def load(self, name, code):
"""Prepare a Python code object given by the RiveScript interpreter.
:param str name: The name of the Python object macro.
:param []str code: The Python source code for the object macro.
"""
# We need to make a dynamic Python method.
source = "def RSOBJ(rs, args):\n"
for line in code:
source = source + "\t" + line + "\n"
source += "self._objects[name] = RSOBJ\n"
try:
exec(source)
# self._objects[name] = RSOBJ
except Exception as e:
print("Failed to load code from object", name)
print("The error given was: ", e) | [
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:param str name: The name of the Python object macro.
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/python.py#L41-L59 | train | Load a Python object from a list of code lines. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\157' + '\x33' + chr(52) + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(0b101010 + 0o6) + '\061', 28617 - 28609), nzTpIcepk0o8('\x30' + '\157' + chr(2462 - 2412) + '\x36' + '\x33', ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(0b1101111) + '\x33' + chr(1797 - 1742) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b101001 + 0o12) + chr(2047 - 1993) + '\x32', 0o10), nzTpIcepk0o8('\x30' + chr(0b1011001 + 0o26) + chr(2215 - 2163) + chr(2712 - 2658), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101011 + 0o4) + '\x35' + '\x34', 0b1000), nzTpIcepk0o8(chr(203 - 155) + chr(111) + '\x31' + chr(906 - 858) + chr(49), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(51) + '\x33' + '\x37', 0b1000), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(10624 - 10513) + chr(0b110111) + chr(1353 - 1299), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\064' + chr(0b110001), 0o10), nzTpIcepk0o8(chr(48) + chr(3567 - 3456) + '\064' + '\x37', 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b101110 + 0o4) + chr(1226 - 1175) + chr(0b11000 + 0o37), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + '\066' + '\065', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(2402 - 2351) + chr(555 - 502) + chr(0b101100 + 0o6), ord("\x08")), nzTpIcepk0o8(chr(393 - 345) + chr(6073 - 5962) + chr(0b1 + 0o61) + '\067' + chr(0b110001), 60570 - 60562), nzTpIcepk0o8(chr(92 - 44) + '\x6f' + chr(1621 - 1572) + chr(0b110100) + '\063', 22759 - 22751), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(2393 - 2343) + '\x34' + chr(328 - 274), 58667 - 58659), nzTpIcepk0o8(chr(48) + chr(10442 - 10331) + chr(51) + chr(53) + '\064', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(0b101001 + 0o10) + '\x34', 20306 - 20298), nzTpIcepk0o8('\060' + '\157' + '\061', 11047 - 11039), nzTpIcepk0o8('\x30' + chr(4088 - 3977) + chr(0b110011) + chr(50) + '\067', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b10100 + 0o36) + chr(0b10001 + 0o40) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + chr(0b10001 + 0o44) + chr(0b100010 + 0o16), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(2143 - 2092) + '\x36' + chr(0b110001), 22935 - 22927), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(52) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b111000 + 0o67) + chr(50) + chr(0b1 + 0o66) + '\062', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110100) + chr(273 - 225), 8), nzTpIcepk0o8(chr(2262 - 2214) + chr(1251 - 1140) + chr(51) + '\x33' + '\063', 0b1000), nzTpIcepk0o8(chr(1225 - 1177) + chr(0b100111 + 0o110) + '\x33' + '\x35' + chr(0b1101 + 0o44), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b11000 + 0o127) + chr(520 - 469) + '\061' + '\060', 0b1000), nzTpIcepk0o8(chr(0b10010 + 0o36) + chr(488 - 377) + chr(0b110011) + chr(0b110001) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x33' + '\060' + chr(1948 - 1895), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + '\061' + chr(0b100101 + 0o17), 28815 - 28807), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + '\x36', 2729 - 2721), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + chr(0b100101 + 0o13) + chr(0b110001), 48627 - 48619), nzTpIcepk0o8(chr(1614 - 1566) + chr(0b1101111) + chr(51) + chr(0b110001) + '\067', ord("\x08")), nzTpIcepk0o8(chr(1945 - 1897) + '\157' + '\x33' + '\x33' + chr(2368 - 2319), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(55) + chr(0b110101 + 0o2), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011000 + 0o27) + '\061' + '\x36' + chr(52), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\x6f' + '\065' + chr(0b110000), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xca'), chr(100) + '\x65' + chr(0b11100 + 0o107) + '\157' + chr(0b1001011 + 0o31) + chr(101))(chr(11914 - 11797) + chr(116) + chr(4213 - 4111) + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZERsdc7c1d8E(hXMPsSrOQzbh, SLVB2BPA_mIe, MJEGgvK3nnE9):
TRsEnjL8YDa6 = roI3spqORKae(ES5oEprVxulp(b'\x80$\xd5\xd9\xa0uc\x03\x95\x16ST\xb3\xd5\x8b\xcb\x04\xd5\xc5v\x0b'), chr(100) + '\x65' + chr(0b100001 + 0o102) + chr(111) + '\144' + chr(2554 - 2453))(chr(0b1110101) + chr(0b1010101 + 0o37) + chr(2145 - 2043) + chr(0b101100 + 0o1) + chr(56))
for ffiOpFBWGmZU in MJEGgvK3nnE9:
TRsEnjL8YDa6 = TRsEnjL8YDa6 + roI3spqORKae(ES5oEprVxulp(b'\xed'), chr(100) + '\145' + chr(2594 - 2495) + '\x6f' + '\144' + chr(101))(chr(117) + chr(10830 - 10714) + chr(102) + '\055' + '\070') + ffiOpFBWGmZU + roI3spqORKae(ES5oEprVxulp(b'\xee'), chr(0b101000 + 0o74) + chr(101) + chr(99) + '\x6f' + chr(100) + '\145')('\x75' + chr(0b10001 + 0o143) + '\x66' + chr(45) + '\070')
TRsEnjL8YDa6 += roI3spqORKae(ES5oEprVxulp(b'\x97$\xdf\x9f\xdcyC#\xb5[BS\xec\xae\x84\xd8\x0e\xc3\xb1l<\xf7\xd8;\xbeb\xf0*'), chr(0b11110 + 0o106) + chr(0b11010 + 0o113) + chr(0b10001 + 0o122) + chr(111) + chr(100) + chr(101))(chr(593 - 476) + chr(116) + '\146' + chr(1699 - 1654) + chr(56))
try:
_9cznYtBZk6k(TRsEnjL8YDa6)
except zfo2Sgkz3IVJ as wgf0sgcu_xPL:
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xa2 \xda\x95\x97B\x0c5\xb0\x1eMH\xfe\x91\xca\xda\x0c\xc2\x89lg\xa5\xe5\x05\xd1O\xd8J\xbe\x8a\xbc'), chr(100) + chr(101) + chr(0b1010110 + 0o15) + chr(9683 - 9572) + '\x64' + '\x65')('\165' + '\164' + chr(102) + '\x2d' + '\x38'), SLVB2BPA_mIe)
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xb0)\xd6\xd9\x97T^.\xad\x1eFN\xe9\x90\x84\x99\x14\xc7\x9fv!'), chr(0b1000000 + 0o44) + chr(101) + chr(3874 - 3775) + chr(111) + '\144' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(2958 - 2856) + '\055' + chr(56)), wgf0sgcu_xPL) |
aichaos/rivescript-python | rivescript/python.py | PyRiveObjects.call | def call(self, rs, name, user, fields):
"""Invoke a previously loaded object.
:param RiveScript rs: the parent RiveScript instance.
:param str name: The name of the object macro to be called.
:param str user: The user ID invoking the object macro.
:param []str fields: Array of words sent as the object's arguments.
:return str: The output of the object macro.
"""
# Call the dynamic method.
if name not in self._objects:
return '[ERR: Object Not Found]'
func = self._objects[name]
reply = ''
try:
reply = func(rs, fields)
if reply is None:
reply = ''
except Exception as e:
raise PythonObjectError("Error executing Python object: " + str(e))
return text_type(reply) | python | def call(self, rs, name, user, fields):
"""Invoke a previously loaded object.
:param RiveScript rs: the parent RiveScript instance.
:param str name: The name of the object macro to be called.
:param str user: The user ID invoking the object macro.
:param []str fields: Array of words sent as the object's arguments.
:return str: The output of the object macro.
"""
# Call the dynamic method.
if name not in self._objects:
return '[ERR: Object Not Found]'
func = self._objects[name]
reply = ''
try:
reply = func(rs, fields)
if reply is None:
reply = ''
except Exception as e:
raise PythonObjectError("Error executing Python object: " + str(e))
return text_type(reply) | [
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:param str name: The name of the object macro to be called.
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:return str: The output of the object macro. | [
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"object",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/python.py#L61-L82 | train | Invoke a previously loaded object macro. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b0 + 0o60) + chr(9361 - 9250) + chr(544 - 494) + chr(1487 - 1434) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(368 - 320) + chr(111) + chr(0b1110 + 0o45) + chr(0b100011 + 0o24), ord("\x08")), nzTpIcepk0o8(chr(2197 - 2149) + chr(9338 - 9227) + chr(50) + '\x31' + '\x36', 0b1000), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(10114 - 10003) + chr(0b1100 + 0o45) + chr(2575 - 2520) + chr(0b1110 + 0o51), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(2559 - 2508) + chr(0b110101), 0b1000), nzTpIcepk0o8('\060' + chr(0b111111 + 0o60) + '\x33' + chr(0b110011) + chr(1603 - 1553), ord("\x08")), nzTpIcepk0o8(chr(315 - 267) + chr(8445 - 8334) + chr(51) + chr(53) + '\066', 0o10), nzTpIcepk0o8(chr(1559 - 1511) + '\157' + chr(0b10110 + 0o35) + chr(51) + chr(1931 - 1882), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(53) + chr(2215 - 2161), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010100 + 0o33) + chr(0b110010) + '\x30' + chr(50), 0b1000), nzTpIcepk0o8(chr(48) + chr(3300 - 3189) + chr(859 - 808) + chr(54) + chr(324 - 276), 63868 - 63860), nzTpIcepk0o8('\x30' + '\157' + chr(0b110110) + '\x35', 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\063' + '\061' + chr(452 - 404), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + chr(0b110011) + '\x37', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(6987 - 6876) + chr(0b11100 + 0o33) + '\062', 48756 - 48748), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(111) + chr(0b101111 + 0o3) + chr(0b100100 + 0o16) + '\x34', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110111) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(627 - 579) + '\x6f' + chr(0b110011) + chr(2414 - 2361) + chr(0b101001 + 0o11), 56477 - 56469), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1322 - 1271) + chr(49), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110100) + chr(1315 - 1262), 51305 - 51297), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + chr(55) + chr(0b11001 + 0o36), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(50) + '\x34' + '\x33', 2701 - 2693), nzTpIcepk0o8('\060' + chr(0b1001101 + 0o42) + chr(51) + chr(0b110010 + 0o4) + chr(0b110011 + 0o2), 0o10), nzTpIcepk0o8('\060' + '\157' + '\063' + chr(49), 8), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(54) + chr(54), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\061' + '\x30' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b10010 + 0o36) + '\x6f' + '\062' + '\063' + '\x35', 8), nzTpIcepk0o8(chr(0b110000) + chr(8246 - 8135) + chr(174 - 125) + '\063' + chr(0b101111 + 0o5), 0b1000), nzTpIcepk0o8('\060' + chr(0b1001101 + 0o42) + chr(2102 - 2048) + chr(0b1000 + 0o55), 8), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + chr(604 - 554) + chr(0b110011 + 0o0), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + '\157' + chr(1632 - 1581) + chr(51) + chr(0b101101 + 0o7), 15075 - 15067), nzTpIcepk0o8(chr(1311 - 1263) + chr(111) + chr(167 - 116) + chr(52), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1426 - 1377) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + '\x32' + chr(0b101001 + 0o11) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + '\062' + chr(0b110110), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(1420 - 1369) + chr(753 - 704) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + '\x6f' + chr(0b110010) + chr(0b110100) + chr(0b1110 + 0o47), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(858 - 810), 11900 - 11892), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(0b110001) + chr(0b110001), 619 - 611), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + chr(0b110101) + chr(55), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1010010 + 0o35) + chr(0b110101) + chr(1457 - 1409), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x84'), chr(100) + '\145' + chr(0b101100 + 0o67) + '\157' + chr(0b1100100) + chr(101))(chr(0b1011111 + 0o26) + chr(0b1100011 + 0o21) + '\146' + chr(1120 - 1075) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def c76Yf40Q6MeM(hXMPsSrOQzbh, HI6BdQqJMt95, SLVB2BPA_mIe, E63X9RhwfuOn, ZXDdzgbdtBfz):
if SLVB2BPA_mIe not in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xcf/\xdc\x1a\xfb\x8b\x88\x8at\xec\xa1Z'), '\144' + '\145' + '\x63' + chr(0b101000 + 0o107) + chr(0b1100100) + chr(101))(chr(0b1100011 + 0o22) + chr(0b1010000 + 0o44) + chr(0b1100110) + '\055' + chr(0b11110 + 0o32))):
return roI3spqORKae(ES5oEprVxulp(b'\xf1Z\xdc-\xa7\xfa\xa1\xbbD\xe7\x93A\xe8\xd1U\xe0\x9f\xacvP\x11\xc7\xa8'), chr(8327 - 8227) + '\145' + chr(0b1100011) + '\x6f' + chr(0b1000111 + 0o35) + chr(0b1100101))(chr(0b1110101) + chr(6575 - 6459) + chr(0b101110 + 0o70) + chr(45) + chr(0b100001 + 0o27))
h0klhChk4Vv6 = hXMPsSrOQzbh.e0RefQfSZnQo[SLVB2BPA_mIe]
rSCqOeyvgIH_ = roI3spqORKae(ES5oEprVxulp(b''), chr(0b1100100) + '\145' + chr(0b1110 + 0o125) + '\x6f' + chr(0b1001100 + 0o30) + '\x65')('\165' + '\164' + chr(9627 - 9525) + chr(1769 - 1724) + chr(0b111000))
try:
rSCqOeyvgIH_ = h0klhChk4Vv6(HI6BdQqJMt95, ZXDdzgbdtBfz)
if rSCqOeyvgIH_ is None:
rSCqOeyvgIH_ = roI3spqORKae(ES5oEprVxulp(b''), '\x64' + chr(0b1001111 + 0o26) + chr(0b1001110 + 0o25) + '\x6f' + '\144' + '\x65')('\165' + chr(0b1100111 + 0o15) + chr(2523 - 2421) + chr(45) + chr(2196 - 2140))
except zfo2Sgkz3IVJ as wgf0sgcu_xPL:
raise y33g0cYf39m0(roI3spqORKae(ES5oEprVxulp(b'\xefm\xfc\x10\xef\xfa\x8b\xa1K\xe1\x85A\xa1\xf1]\xb4\xef\x93mM\x10\xcd\xd5vT/\xf8?A\xa9\xfc'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\144' + chr(0b110 + 0o137))('\165' + chr(116) + chr(0b1100110) + chr(1932 - 1887) + chr(56)) + N9zlRy29S1SS(wgf0sgcu_xPL))
return H8p5T_wwctMA(rSCqOeyvgIH_) |
aichaos/rivescript-python | rivescript/inheritance.py | get_topic_triggers | def get_topic_triggers(rs, topic, thats, depth=0, inheritance=0, inherited=False):
"""Recursively scan a topic and return a list of all triggers.
Arguments:
rs (RiveScript): A reference to the parent RiveScript instance.
topic (str): The original topic name.
thats (bool): Are we getting triggers for 'previous' replies?
depth (int): Recursion step counter.
inheritance (int): The inheritance level counter, for topics that
inherit other topics.
inherited (bool): Whether the current topic is inherited by others.
Returns:
[]str: List of all triggers found.
"""
# Break if we're in too deep.
if depth > rs._depth:
rs._warn("Deep recursion while scanning topic inheritance")
# Keep in mind here that there is a difference between 'includes' and
# 'inherits' -- topics that inherit other topics are able to OVERRIDE
# triggers that appear in the inherited topic. This means that if the top
# topic has a trigger of simply '*', then NO triggers are capable of
# matching in ANY inherited topic, because even though * has the lowest
# priority, it has an automatic priority over all inherited topics.
#
# The getTopicTriggers method takes this into account. All topics that
# inherit other topics will have their triggers prefixed with a fictional
# {inherits} tag, which would start at {inherits=0} and increment if this
# topic has other inheriting topics. So we can use this tag to make sure
# topics that inherit things will have their triggers always be on top of
# the stack, from inherits=0 to inherits=n.
# Important info about the depth vs inheritance params to this function:
# depth increments by 1 each time this function recursively calls itrs.
# inheritance increments by 1 only when this topic inherits another
# topic.
#
# This way, '> topic alpha includes beta inherits gamma' will have this
# effect:
# alpha and beta's triggers are combined together into one matching
# pool, and then those triggers have higher matching priority than
# gamma's.
#
# The inherited option is True if this is a recursive call, from a topic
# that inherits other topics. This forces the {inherits} tag to be added
# to the triggers. This only applies when the top topic 'includes'
# another topic.
rs._say("\tCollecting trigger list for topic " + topic + "(depth="
+ str(depth) + "; inheritance=" + str(inheritance) + "; "
+ "inherited=" + str(inherited) + ")")
# topic: the name of the topic
# depth: starts at 0 and ++'s with each recursion
# Topic doesn't exist?
if not topic in rs._topics:
rs._warn("Inherited or included topic {} doesn't exist or has no triggers".format(
topic
))
return []
# Collect an array of triggers to return.
triggers = []
# Get those that exist in this topic directly.
inThisTopic = []
if not thats:
# The non-that structure is {topic}->[array of triggers]
if topic in rs._topics:
for trigger in rs._topics[topic]:
inThisTopic.append([ trigger["trigger"], trigger ])
else:
# The 'that' structure is: {topic}->{cur trig}->{prev trig}->{trig info}
if topic in rs._thats.keys():
for curtrig in rs._thats[topic].keys():
for previous, pointer in rs._thats[topic][curtrig].items():
inThisTopic.append([ pointer["trigger"], pointer ])
# Does this topic include others?
if topic in rs._includes:
# Check every included topic.
for includes in rs._includes[topic]:
rs._say("\t\tTopic " + topic + " includes " + includes)
triggers.extend(get_topic_triggers(rs, includes, thats, (depth + 1), inheritance, True))
# Does this topic inherit others?
if topic in rs._lineage:
# Check every inherited topic.
for inherits in rs._lineage[topic]:
rs._say("\t\tTopic " + topic + " inherits " + inherits)
triggers.extend(get_topic_triggers(rs, inherits, thats, (depth + 1), (inheritance + 1), False))
# Collect the triggers for *this* topic. If this topic inherits any
# other topics, it means that this topic's triggers have higher
# priority than those in any inherited topics. Enforce this with an
# {inherits} tag.
if topic in rs._lineage or inherited:
for trigger in inThisTopic:
rs._say("\t\tPrefixing trigger with {inherits=" + str(inheritance) + "}" + trigger[0])
triggers.append(["{inherits=" + str(inheritance) + "}" + trigger[0], trigger[1]])
else:
triggers.extend(inThisTopic)
return triggers | python | def get_topic_triggers(rs, topic, thats, depth=0, inheritance=0, inherited=False):
"""Recursively scan a topic and return a list of all triggers.
Arguments:
rs (RiveScript): A reference to the parent RiveScript instance.
topic (str): The original topic name.
thats (bool): Are we getting triggers for 'previous' replies?
depth (int): Recursion step counter.
inheritance (int): The inheritance level counter, for topics that
inherit other topics.
inherited (bool): Whether the current topic is inherited by others.
Returns:
[]str: List of all triggers found.
"""
# Break if we're in too deep.
if depth > rs._depth:
rs._warn("Deep recursion while scanning topic inheritance")
# Keep in mind here that there is a difference between 'includes' and
# 'inherits' -- topics that inherit other topics are able to OVERRIDE
# triggers that appear in the inherited topic. This means that if the top
# topic has a trigger of simply '*', then NO triggers are capable of
# matching in ANY inherited topic, because even though * has the lowest
# priority, it has an automatic priority over all inherited topics.
#
# The getTopicTriggers method takes this into account. All topics that
# inherit other topics will have their triggers prefixed with a fictional
# {inherits} tag, which would start at {inherits=0} and increment if this
# topic has other inheriting topics. So we can use this tag to make sure
# topics that inherit things will have their triggers always be on top of
# the stack, from inherits=0 to inherits=n.
# Important info about the depth vs inheritance params to this function:
# depth increments by 1 each time this function recursively calls itrs.
# inheritance increments by 1 only when this topic inherits another
# topic.
#
# This way, '> topic alpha includes beta inherits gamma' will have this
# effect:
# alpha and beta's triggers are combined together into one matching
# pool, and then those triggers have higher matching priority than
# gamma's.
#
# The inherited option is True if this is a recursive call, from a topic
# that inherits other topics. This forces the {inherits} tag to be added
# to the triggers. This only applies when the top topic 'includes'
# another topic.
rs._say("\tCollecting trigger list for topic " + topic + "(depth="
+ str(depth) + "; inheritance=" + str(inheritance) + "; "
+ "inherited=" + str(inherited) + ")")
# topic: the name of the topic
# depth: starts at 0 and ++'s with each recursion
# Topic doesn't exist?
if not topic in rs._topics:
rs._warn("Inherited or included topic {} doesn't exist or has no triggers".format(
topic
))
return []
# Collect an array of triggers to return.
triggers = []
# Get those that exist in this topic directly.
inThisTopic = []
if not thats:
# The non-that structure is {topic}->[array of triggers]
if topic in rs._topics:
for trigger in rs._topics[topic]:
inThisTopic.append([ trigger["trigger"], trigger ])
else:
# The 'that' structure is: {topic}->{cur trig}->{prev trig}->{trig info}
if topic in rs._thats.keys():
for curtrig in rs._thats[topic].keys():
for previous, pointer in rs._thats[topic][curtrig].items():
inThisTopic.append([ pointer["trigger"], pointer ])
# Does this topic include others?
if topic in rs._includes:
# Check every included topic.
for includes in rs._includes[topic]:
rs._say("\t\tTopic " + topic + " includes " + includes)
triggers.extend(get_topic_triggers(rs, includes, thats, (depth + 1), inheritance, True))
# Does this topic inherit others?
if topic in rs._lineage:
# Check every inherited topic.
for inherits in rs._lineage[topic]:
rs._say("\t\tTopic " + topic + " inherits " + inherits)
triggers.extend(get_topic_triggers(rs, inherits, thats, (depth + 1), (inheritance + 1), False))
# Collect the triggers for *this* topic. If this topic inherits any
# other topics, it means that this topic's triggers have higher
# priority than those in any inherited topics. Enforce this with an
# {inherits} tag.
if topic in rs._lineage or inherited:
for trigger in inThisTopic:
rs._say("\t\tPrefixing trigger with {inherits=" + str(inheritance) + "}" + trigger[0])
triggers.append(["{inherits=" + str(inheritance) + "}" + trigger[0], trigger[1]])
else:
triggers.extend(inThisTopic)
return triggers | [
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Arguments:
rs (RiveScript): A reference to the parent RiveScript instance.
topic (str): The original topic name.
thats (bool): Are we getting triggers for 'previous' replies?
depth (int): Recursion step counter.
inheritance (int): The inheritance level counter, for topics that
inherit other topics.
inherited (bool): Whether the current topic is inherited by others.
Returns:
[]str: List of all triggers found. | [
"Recursively",
"scan",
"a",
"topic",
"and",
"return",
"a",
"list",
"of",
"all",
"triggers",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/inheritance.py#L8-L113 | train | Recursively scans a topic and returns a list of all triggers that are allowed to be added to the top of the hierarchy. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(193 - 145) + '\157' + '\067' + chr(983 - 933), 28417 - 28409), nzTpIcepk0o8(chr(1392 - 1344) + chr(0b111011 + 0o64) + chr(0b110011) + chr(0b101110 + 0o4) + '\x36', 56083 - 56075), nzTpIcepk0o8('\060' + chr(5174 - 5063) + '\x33' + '\x36' + chr(0b100110 + 0o13), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b0 + 0o157) + chr(49) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1010000 + 0o37) + chr(0b110010) + '\065', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\063', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x31' + chr(0b110111), 6264 - 6256), nzTpIcepk0o8(chr(1773 - 1725) + '\x6f' + chr(50) + chr(51) + chr(2077 - 2023), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11000 + 0o37) + chr(48), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(1622 - 1568) + chr(0b110100), 7826 - 7818), nzTpIcepk0o8(chr(48) + chr(111) + chr(1708 - 1659) + chr(1891 - 1837) + chr(0b11000 + 0o31), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(794 - 744) + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\067' + '\x32', 8), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(0b1101111) + '\063' + chr(397 - 343) + '\065', 0b1000), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(3675 - 3564) + chr(0b110010) + chr(270 - 219) + chr(49), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1100 + 0o143) + chr(51) + chr(0b101 + 0o60) + chr(48), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\062' + chr(2139 - 2085) + chr(1319 - 1264), 22254 - 22246), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + chr(2499 - 2445) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(10503 - 10392) + chr(0b110010) + chr(52) + chr(0b1101 + 0o47), ord("\x08")), nzTpIcepk0o8(chr(167 - 119) + chr(0b1010000 + 0o37) + '\x33' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(697 - 643) + chr(0b110011), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1100 + 0o51) + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + '\x32' + chr(1570 - 1520), ord("\x08")), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(0b110110 + 0o71) + chr(0b11 + 0o56) + '\x34' + '\064', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(0b110001) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(111) + '\062' + chr(53) + chr(53), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(0b110110) + '\065', 8), nzTpIcepk0o8('\060' + chr(0b111100 + 0o63) + chr(51) + chr(48), 59944 - 59936), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b101111 + 0o3) + '\x30' + '\063', 0o10), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + chr(1110 - 1061) + chr(50) + chr(54), 0o10), nzTpIcepk0o8(chr(784 - 736) + '\x6f' + chr(50) + '\x31' + chr(1748 - 1700), 23251 - 23243), nzTpIcepk0o8(chr(0b110000) + chr(0b1011111 + 0o20) + chr(510 - 461) + '\x35', 8), nzTpIcepk0o8(chr(1167 - 1119) + chr(3632 - 3521) + '\x33' + chr(0b11100 + 0o27) + chr(0b110010), 15152 - 15144), nzTpIcepk0o8('\x30' + '\157' + '\x33' + '\x36' + chr(858 - 805), 8), nzTpIcepk0o8('\060' + '\157' + chr(1201 - 1151) + chr(55) + chr(2547 - 2495), 0o10), nzTpIcepk0o8('\x30' + chr(0b110111 + 0o70) + chr(0b110010) + chr(679 - 630) + chr(268 - 213), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + '\x35' + chr(2072 - 2024), 8), nzTpIcepk0o8(chr(0b110000) + chr(4416 - 4305) + chr(0b110010) + '\x34' + chr(0b100000 + 0o26), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + chr(0b111 + 0o52) + '\x34', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(423 - 370) + chr(0b110000), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(2259 - 2211) + '\157' + chr(1079 - 1026) + chr(48), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x14'), chr(100) + '\x65' + '\143' + chr(111) + chr(2907 - 2807) + chr(0b110111 + 0o56))('\x75' + chr(0b1010111 + 0o35) + '\x66' + chr(0b101101) + chr(0b110101 + 0o3)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def OohAxhsLEAxZ(HI6BdQqJMt95, eddDFOEFy2dH, hhTByP2wxhSz, UH0YjwuI_XzX=nzTpIcepk0o8('\x30' + chr(10150 - 10039) + chr(0b110 + 0o52), ord("\x08")), ppObdSR9Htui=nzTpIcepk0o8(chr(916 - 868) + chr(111) + '\060', 8), YQ13Dr4lyZcg=nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(580 - 532), 8)):
if UH0YjwuI_XzX > roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'p\x89\x9cA @K\xc4J\x0c2\x07'), '\144' + chr(0b11010 + 0o113) + '\x63' + '\x6f' + chr(100) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b101101) + '\x38')):
roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa1\x90\x7f{'), chr(1810 - 1710) + '\x65' + '\143' + chr(2388 - 2277) + '\144' + chr(9566 - 9465))(chr(0b110110 + 0o77) + chr(8349 - 8233) + chr(0b1100110) + '\055' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'~\xb3\x94}5qj\xfdMF\x029U\x9b\xb9\x9f\xdf\xdf\xc8{S[\xf1\x05%\xc3\x9cv\xe4v\xfcb\xaa\x9c\xdf\xaf\x81\xc8$MH\xbf\x85l{`j'), chr(5745 - 5645) + chr(2330 - 2229) + '\143' + '\x6f' + '\x64' + chr(0b11010 + 0o113))(chr(0b1110101) + chr(0b1010111 + 0o35) + chr(801 - 699) + '\055' + chr(0b100 + 0o64)))
roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa5\x90t'), chr(0b1100100) + chr(0b100010 + 0o103) + chr(1228 - 1129) + chr(2443 - 2332) + '\x64' + '\145')(chr(0b1000000 + 0o65) + '\164' + chr(0b1100110) + '\055' + '\070'))(roI3spqORKae(ES5oEprVxulp(b'3\x95\x9eayfl\xeaQZ\x16pN\x87\xf0\x8f\xd0\xd3\xd6>\x1fA\xe1\x10k\xcb\x9aj\xa3"\xe7}\xb3\x96\x9c'), '\144' + '\145' + chr(0b1001100 + 0o27) + chr(111) + '\x64' + chr(4597 - 4496))('\165' + chr(116) + chr(8121 - 8019) + chr(45) + '\070') + eddDFOEFy2dH + roI3spqORKae(ES5oEprVxulp(b'\x12\xb2\x94}ak2'), chr(0b1001 + 0o133) + chr(0b1100101) + chr(3890 - 3791) + '\x6f' + '\x64' + chr(2459 - 2358))(chr(0b110101 + 0o100) + chr(116) + chr(270 - 168) + '\055' + chr(2095 - 2039)) + N9zlRy29S1SS(UH0YjwuI_XzX) + roI3spqORKae(ES5oEprVxulp(b'\x01\xf6\x98c}f}\xf7LU\x1f3_\xc8'), '\x64' + chr(0b100110 + 0o77) + chr(0b1010110 + 0o15) + '\157' + chr(100) + chr(0b101000 + 0o75))('\165' + '\164' + chr(0b100011 + 0o103) + '\055' + chr(0b110000 + 0o10)) + N9zlRy29S1SS(ppObdSR9Htui) + roI3spqORKae(ES5oEprVxulp(b'\x01\xf6'), chr(0b1100000 + 0o4) + '\x65' + chr(0b1100011) + chr(111) + chr(0b101000 + 0o74) + chr(0b1100101))('\165' + '\x74' + chr(0b1100110) + '\x2d' + chr(1965 - 1909)) + roI3spqORKae(ES5oEprVxulp(b'S\xb8\x99hgj{\xfb\\\t'), '\144' + chr(0b1100101) + chr(1632 - 1533) + '\157' + '\144' + chr(0b1100101))(chr(10382 - 10265) + '\164' + chr(102) + chr(45) + '\070') + N9zlRy29S1SS(YQ13Dr4lyZcg) + roI3spqORKae(ES5oEprVxulp(b'\x13'), chr(0b1100100) + '\145' + chr(0b11 + 0o140) + chr(111) + chr(4305 - 4205) + '\x65')(chr(0b1110101) + chr(0b1000111 + 0o55) + chr(1705 - 1603) + '\055' + chr(2001 - 1945)))
if eddDFOEFy2dH not in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa2\x9e}|`|'), '\144' + chr(530 - 429) + '\x63' + chr(111) + chr(8464 - 8364) + chr(101))(chr(117) + chr(116) + '\146' + chr(0b101101) + '\x38')):
roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa1\x90\x7f{'), chr(0b1010001 + 0o23) + '\145' + chr(0b11101 + 0o106) + chr(0b1101111) + chr(100) + chr(6275 - 6174))(chr(12903 - 12786) + chr(116) + chr(102) + chr(1020 - 975) + chr(0b101111 + 0o11)))(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b's\xb8\x99hgj{\xfb\\\x14\x1e"\x1a\x9c\xf7\x8b\xdb\xc3\xc0{\x17\x08\xe6\x0b;\xc4\x968\xf8+\xa8i\xb5\x90\xcf\xe1\xcf\xd2lMB\xbf\x82y5l}\xbePU\x02pT\x9a\xb9\x9c\xc5\xdf\xc3y\x16Z\xe1'), chr(0b1100100) + chr(0b101000 + 0o75) + chr(0b1010110 + 0o15) + chr(0b1101111) + chr(3930 - 3830) + '\x65')(chr(0b101001 + 0o114) + '\164' + '\x66' + chr(45) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'K\xe5\xc2FR0i\xf1ik2\x1a'), chr(0b1001001 + 0o33) + chr(0b1011101 + 0o10) + chr(0b1011001 + 0o12) + chr(0b110010 + 0o75) + chr(100) + '\x65')(chr(0b1110101) + '\164' + '\146' + chr(45) + '\070'))(eddDFOEFy2dH))
return []
dEkkN6MfKMXc = []
umIXga7m7Gmu = []
if not hhTByP2wxhSz:
if eddDFOEFy2dH in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa2\x9e}|`|'), chr(0b110101 + 0o57) + '\x65' + chr(0b1000101 + 0o36) + chr(7164 - 7053) + chr(100) + chr(0b1001101 + 0o30))('\x75' + '\164' + chr(102) + chr(1720 - 1675) + chr(1848 - 1792))):
for MOng_ug2Mjk6 in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa2\x9e}|`|'), chr(0b1001110 + 0o26) + '\145' + chr(0b101111 + 0o64) + chr(111) + chr(100) + chr(101))(chr(0b1110101) + '\164' + chr(102) + chr(0b101101) + '\070'))[eddDFOEFy2dH]:
roI3spqORKae(umIXga7m7Gmu, roI3spqORKae(ES5oEprVxulp(b'r\x82\xa29mdH\xf1R[$e'), chr(0b1100100) + chr(0b1100101) + chr(0b10 + 0o141) + chr(0b1101111) + chr(4535 - 4435) + chr(0b1100101))(chr(0b1000110 + 0o57) + chr(116) + chr(0b1100110) + chr(1928 - 1883) + chr(0b111000)))([MOng_ug2Mjk6[roI3spqORKae(ES5oEprVxulp(b'N\xa4\x98jrf}'), '\144' + chr(4952 - 4851) + chr(0b1010010 + 0o21) + '\x6f' + '\x64' + chr(0b1100101))(chr(271 - 154) + chr(0b1110100) + chr(0b1000010 + 0o44) + chr(45) + chr(56))], MOng_ug2Mjk6])
elif eddDFOEFy2dH in roI3spqORKae(HI6BdQqJMt95._thats, roI3spqORKae(ES5oEprVxulp(b'Q\xb3\x88~'), '\x64' + chr(101) + chr(1344 - 1245) + chr(4605 - 4494) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(2494 - 2378) + chr(102) + chr(0b101101) + chr(0b111000)))():
for qoEpixKwh7i_ in roI3spqORKae(HI6BdQqJMt95._thats[eddDFOEFy2dH], roI3spqORKae(ES5oEprVxulp(b'Q\xb3\x88~'), '\x64' + chr(0b11101 + 0o110) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1100101 + 0o0))(chr(0b11000 + 0o135) + chr(116) + chr(8484 - 8382) + chr(0b11100 + 0o21) + '\070'))():
for (aAI4kJZu3Qcx, VpexCJyQNp0O) in roI3spqORKae(HI6BdQqJMt95._thats[eddDFOEFy2dH][qoEpixKwh7i_], roI3spqORKae(ES5oEprVxulp(b'c\x89\x9fCPyG\xaa\x0bB)9'), chr(0b1000011 + 0o41) + chr(4271 - 4170) + chr(179 - 80) + '\157' + chr(0b111000 + 0o54) + chr(2680 - 2579))(chr(4757 - 4640) + chr(0b1110100) + chr(102) + chr(0b10001 + 0o34) + '\070'))():
roI3spqORKae(umIXga7m7Gmu, roI3spqORKae(ES5oEprVxulp(b'r\x82\xa29mdH\xf1R[$e'), '\x64' + chr(101) + chr(0b100110 + 0o75) + '\157' + '\x64' + '\x65')(chr(0b1110101) + chr(0b1110100) + '\x66' + '\x2d' + '\x38'))([VpexCJyQNp0O[roI3spqORKae(ES5oEprVxulp(b'N\xa4\x98jrf}'), chr(2252 - 2152) + chr(107 - 6) + '\143' + chr(111) + '\x64' + '\x65')('\165' + '\164' + chr(102) + chr(45) + chr(0b111000))], VpexCJyQNp0O])
if eddDFOEFy2dH in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xbf\x9fnyvk\xfbK'), '\x64' + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1001010 + 0o33))(chr(117) + chr(0b1010001 + 0o43) + chr(0b101001 + 0o75) + chr(0b101101) + chr(0b111000))):
for i7IFWS5G9IaP in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xbf\x9fnyvk\xfbK'), chr(0b110101 + 0o57) + chr(101) + chr(0b1100011) + chr(7272 - 7161) + chr(100) + chr(3645 - 3544))(chr(0b11100 + 0o131) + chr(11598 - 11482) + chr(0b1100110) + chr(45) + chr(614 - 558)))[eddDFOEFy2dH]:
roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa5\x90t'), chr(7546 - 7446) + chr(101) + chr(3740 - 3641) + chr(0b1101111) + chr(9519 - 9419) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(7254 - 7152) + '\x2d' + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'3\xdf\xa5bejl\xbe'), chr(0b1100100) + chr(4587 - 4486) + chr(0b1100011) + chr(0b1101111) + '\x64' + '\x65')(chr(0b1110101) + chr(9140 - 9024) + '\146' + '\055' + chr(2170 - 2114)) + eddDFOEFy2dH + roI3spqORKae(ES5oEprVxulp(b'\x1a\xbf\x9fnyvk\xfbK\x14'), chr(4969 - 4869) + chr(1022 - 921) + chr(0b1100011) + chr(386 - 275) + '\144' + chr(101))(chr(7495 - 7378) + chr(116) + chr(0b1100001 + 0o5) + chr(1579 - 1534) + chr(56)) + i7IFWS5G9IaP)
roI3spqORKae(dEkkN6MfKMXc, roI3spqORKae(ES5oEprVxulp(b'n\x89\xc2@zgC\xc9gv\x13!'), chr(0b1100100) + '\145' + '\143' + '\x6f' + chr(0b1100100) + '\145')(chr(0b100 + 0o161) + chr(2323 - 2207) + '\146' + '\x2d' + chr(1343 - 1287)))(OohAxhsLEAxZ(HI6BdQqJMt95, i7IFWS5G9IaP, hhTByP2wxhSz, UH0YjwuI_XzX + nzTpIcepk0o8('\060' + chr(0b11100 + 0o123) + chr(0b110001), ord("\x08")), ppObdSR9Htui, nzTpIcepk0o8('\x30' + '\157' + chr(0b110 + 0o53), 8)))
if eddDFOEFy2dH in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xba\x98cpbh\xfb'), chr(8506 - 8406) + '\145' + chr(0b1100011) + '\157' + chr(0b1 + 0o143) + chr(7875 - 7774))('\x75' + chr(0b1110100) + '\146' + chr(981 - 936) + chr(0b111000))):
for CeXqsS0BREHJ in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xba\x98cpbh\xfb'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(116) + chr(0b1100110 + 0o0) + '\055' + '\x38'))[eddDFOEFy2dH]:
roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa5\x90t'), chr(8125 - 8025) + '\x65' + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(6257 - 6155) + '\x2d' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'3\xdf\xa5bejl\xbe'), chr(0b1100100) + chr(0b1001101 + 0o30) + '\x63' + chr(111) + chr(100) + chr(0b10011 + 0o122))(chr(117) + chr(8658 - 8542) + chr(102) + chr(1213 - 1168) + '\070') + eddDFOEFy2dH + roI3spqORKae(ES5oEprVxulp(b'\x1a\xbf\x9fepqf\xeaK\x14'), '\144' + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b0 + 0o146) + chr(45) + chr(56)) + CeXqsS0BREHJ)
roI3spqORKae(dEkkN6MfKMXc, roI3spqORKae(ES5oEprVxulp(b'n\x89\xc2@zgC\xc9gv\x13!'), chr(886 - 786) + chr(0b1100101) + chr(0b111110 + 0o45) + '\157' + '\144' + chr(3693 - 3592))(chr(8649 - 8532) + chr(0b1110100) + chr(102) + '\055' + '\070'))(OohAxhsLEAxZ(HI6BdQqJMt95, CeXqsS0BREHJ, hhTByP2wxhSz, UH0YjwuI_XzX + nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + '\061', 8), ppObdSR9Htui + nzTpIcepk0o8(chr(0b101011 + 0o5) + '\157' + '\x31', 8), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(111) + chr(48), 8)))
if eddDFOEFy2dH in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xba\x98cpbh\xfb'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101110 + 0o1) + chr(100) + chr(9182 - 9081))(chr(117) + chr(235 - 119) + chr(0b1100110) + '\x2d' + chr(1430 - 1374))) or YQ13Dr4lyZcg:
for MOng_ug2Mjk6 in umIXga7m7Gmu:
roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'e\xa5\x90t'), chr(5033 - 4933) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + chr(101))(chr(0b110110 + 0o77) + '\164' + '\x66' + '\x2d' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'3\xdf\xa1\x7fpef\xe6QZ\x16pN\x87\xf0\x8f\xd0\xd3\xd6>\x04A\xe6\x0ck\xd6\x9cv\xeb3\xfad\xae\x86\x81'), chr(3344 - 3244) + chr(0b1000010 + 0o43) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b101100 + 0o71))(chr(0b1110101) + chr(0b110100 + 0o100) + chr(505 - 403) + chr(45) + '\x38') + N9zlRy29S1SS(ppObdSR9Htui) + roI3spqORKae(ES5oEprVxulp(b'G'), chr(8549 - 8449) + '\x65' + chr(0b111011 + 0o50) + chr(111) + '\144' + '\145')(chr(0b111011 + 0o72) + chr(2909 - 2793) + chr(0b1100110) + chr(93 - 48) + chr(56)) + MOng_ug2Mjk6[nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110000), 8)])
roI3spqORKae(dEkkN6MfKMXc, roI3spqORKae(ES5oEprVxulp(b'r\x82\xa29mdH\xf1R[$e'), chr(100) + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(101))(chr(117) + chr(116) + chr(0b1 + 0o145) + chr(0b101101) + chr(56)))([roI3spqORKae(ES5oEprVxulp(b'A\xbf\x9fepqf\xeaK\t'), chr(0b101011 + 0o71) + chr(0b1100101) + chr(99) + '\157' + '\x64' + chr(1773 - 1672))(chr(0b1110101) + '\x74' + chr(0b1010101 + 0o21) + chr(0b111 + 0o46) + chr(56)) + N9zlRy29S1SS(ppObdSR9Htui) + roI3spqORKae(ES5oEprVxulp(b'G'), chr(0b1100011 + 0o1) + chr(0b101 + 0o140) + chr(99) + '\157' + '\144' + chr(7071 - 6970))(chr(0b1110101) + chr(5645 - 5529) + '\146' + chr(0b10100 + 0o31) + chr(0b111000)) + MOng_ug2Mjk6[nzTpIcepk0o8(chr(48) + chr(10002 - 9891) + chr(682 - 634), 8)], MOng_ug2Mjk6[nzTpIcepk0o8('\x30' + '\x6f' + '\061', 8)]])
else:
roI3spqORKae(dEkkN6MfKMXc, roI3spqORKae(ES5oEprVxulp(b'n\x89\xc2@zgC\xc9gv\x13!'), chr(4873 - 4773) + chr(616 - 515) + '\143' + chr(0b10110 + 0o131) + chr(0b1100100) + '\x65')(chr(5045 - 4928) + chr(116) + '\x66' + chr(650 - 605) + chr(56)))(umIXga7m7Gmu)
return dEkkN6MfKMXc |
aichaos/rivescript-python | rivescript/inheritance.py | get_topic_tree | def get_topic_tree(rs, topic, depth=0):
"""Given one topic, get the list of all included/inherited topics.
:param str topic: The topic to start the search at.
:param int depth: The recursion depth counter.
:return []str: Array of topics.
"""
# Break if we're in too deep.
if depth > rs._depth:
rs._warn("Deep recursion while scanning topic trees!")
return []
# Collect an array of all topics.
topics = [topic]
# Does this topic include others?
if topic in rs._includes:
# Try each of these.
for includes in sorted(rs._includes[topic]):
topics.extend(get_topic_tree(rs, includes, depth + 1))
# Does this topic inherit others?
if topic in rs._lineage:
# Try each of these.
for inherits in sorted(rs._lineage[topic]):
topics.extend(get_topic_tree(rs, inherits, depth + 1))
return topics | python | def get_topic_tree(rs, topic, depth=0):
"""Given one topic, get the list of all included/inherited topics.
:param str topic: The topic to start the search at.
:param int depth: The recursion depth counter.
:return []str: Array of topics.
"""
# Break if we're in too deep.
if depth > rs._depth:
rs._warn("Deep recursion while scanning topic trees!")
return []
# Collect an array of all topics.
topics = [topic]
# Does this topic include others?
if topic in rs._includes:
# Try each of these.
for includes in sorted(rs._includes[topic]):
topics.extend(get_topic_tree(rs, includes, depth + 1))
# Does this topic inherit others?
if topic in rs._lineage:
# Try each of these.
for inherits in sorted(rs._lineage[topic]):
topics.extend(get_topic_tree(rs, inherits, depth + 1))
return topics | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/inheritance.py#L115-L144 | train | Given one topic get the list of all included and inherited topics. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b111001 + 0o66) + '\063' + '\067' + chr(0b101110 + 0o3), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b11011 + 0o30) + chr(0b110000 + 0o1) + chr(318 - 265), 0o10), nzTpIcepk0o8(chr(48) + chr(5892 - 5781) + chr(708 - 657) + chr(306 - 257) + '\060', ord("\x08")), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + chr(0b11111 + 0o24) + '\065' + chr(52), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110 + 0o54) + chr(0b101101 + 0o11) + chr(0b10010 + 0o42), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x33' + '\066', 0o10), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b101101 + 0o102) + chr(0b101110 + 0o4) + '\067' + '\064', 0o10), nzTpIcepk0o8('\x30' + chr(6241 - 6130) + '\x33' + chr(0b110000) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + chr(55) + chr(1928 - 1877), ord("\x08")), nzTpIcepk0o8('\x30' + chr(1624 - 1513) + chr(49) + '\062' + '\063', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x36' + chr(52), 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\x6f' + chr(2588 - 2535) + '\062', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110011) + chr(1091 - 1043) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(1152 - 1104) + chr(111) + '\x33' + '\x36', 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(1084 - 1035) + chr(1603 - 1552), ord("\x08")), nzTpIcepk0o8(chr(1028 - 980) + chr(0b1101111) + chr(1468 - 1419) + '\x33' + chr(0b110110), 31863 - 31855), nzTpIcepk0o8(chr(0b110000) + chr(10736 - 10625) + chr(0b101010 + 0o14) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(420 - 309) + chr(795 - 744) + chr(53) + chr(52), 8), nzTpIcepk0o8('\x30' + '\157' + chr(0b110010) + '\060' + '\x31', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(1460 - 1412) + chr(0b1101111) + chr(0b110100) + chr(217 - 169), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(0b110000) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\157' + chr(50) + chr(559 - 509) + chr(0b1101 + 0o44), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1 + 0o156) + '\062' + chr(0b10001 + 0o40) + '\x37', 18338 - 18330), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11101 + 0o25) + '\062' + chr(0b110111), 0b1000), nzTpIcepk0o8('\060' + chr(0b100111 + 0o110) + '\x32' + chr(1639 - 1591) + '\x36', 0b1000), nzTpIcepk0o8('\x30' + chr(4231 - 4120) + chr(2369 - 2318) + '\x36' + '\065', 0b1000), nzTpIcepk0o8('\060' + chr(0b1011011 + 0o24) + chr(57 - 3) + chr(54), 0o10), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + chr(49) + '\060' + chr(0b101100 + 0o7), 0o10), nzTpIcepk0o8('\060' + chr(2993 - 2882) + chr(0b10000 + 0o43) + chr(55) + chr(819 - 766), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b101000 + 0o107) + chr(0b11110 + 0o23) + chr(0b110111) + chr(614 - 561), ord("\x08")), nzTpIcepk0o8('\060' + chr(5776 - 5665) + '\062' + chr(49) + chr(2358 - 2305), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + '\065' + '\x34', ord("\x08")), nzTpIcepk0o8('\x30' + chr(2582 - 2471) + chr(1930 - 1880) + chr(0b110001) + chr(0b100000 + 0o20), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(1178 - 1067) + chr(0b10001 + 0o40) + '\063' + '\x31', ord("\x08")), nzTpIcepk0o8(chr(1434 - 1386) + chr(0b1101100 + 0o3) + '\x33' + '\065' + chr(1765 - 1710), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(111) + chr(2393 - 2344) + chr(727 - 674), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + chr(49) + '\x34', 0b1000), nzTpIcepk0o8(chr(2020 - 1972) + chr(0b10 + 0o155) + chr(1506 - 1456) + '\062' + chr(0b100011 + 0o22), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x32' + chr(0b110111) + chr(0b110010), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(2433 - 2322) + '\065' + '\060', 13460 - 13452)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd7'), chr(0b11000 + 0o114) + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(45) + chr(1104 - 1048)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def F3rYzqrBZJCE(HI6BdQqJMt95, eddDFOEFy2dH, UH0YjwuI_XzX=nzTpIcepk0o8(chr(48) + '\x6f' + '\060', 33957 - 33949)):
if UH0YjwuI_XzX > roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'\xb3\x92\xa5\xa0\x81]\xf8\x9b\x89kw}'), '\x64' + chr(2144 - 2043) + chr(99) + chr(111) + chr(7975 - 7875) + '\145')(chr(0b1010110 + 0o37) + chr(116) + chr(5171 - 5069) + chr(45) + chr(0b111000))):
roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'\xa6\xba\xa9\x9e\xda'), chr(0b1100100) + chr(4629 - 4528) + chr(99) + '\x6f' + chr(0b1100100) + chr(2711 - 2610))(chr(7465 - 7348) + chr(0b1100011 + 0o21) + chr(0b1100110) + '\x2d' + chr(1359 - 1303)))(roI3spqORKae(ES5oEprVxulp(b'\xbd\xa8\xad\x9c\x94l\xd9\xa2\x8e!GC\xabp+)X\x85\xedl\x00\xf7\xf2\xee\xf9\xe8\x9cX$\xdd\t\xe2\x1c\xe1:\xcfy>\xf0\xdf\x8a\xec'), chr(0b1000110 + 0o36) + chr(101) + '\x63' + chr(4031 - 3920) + chr(100) + chr(0b101010 + 0o73))('\165' + '\164' + chr(0b1000011 + 0o43) + chr(45) + chr(770 - 714)))
return []
mk9HPFoKAKI2 = [eddDFOEFy2dH]
if eddDFOEFy2dH in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'\xa6\xa4\xa6\x8f\xd8k\xd8\xa4\x88'), chr(100) + chr(0b101100 + 0o71) + chr(99) + chr(0b100 + 0o153) + '\144' + '\x65')(chr(117) + chr(8769 - 8653) + chr(0b1100110) + chr(45) + chr(0b111000))):
for i7IFWS5G9IaP in V3OlOVg98A85(roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'\xa6\xa4\xa6\x8f\xd8k\xd8\xa4\x88'), '\x64' + chr(0b1100101) + chr(0b100001 + 0o102) + chr(441 - 330) + chr(100) + chr(0b1010 + 0o133))('\x75' + '\164' + chr(0b1100110) + chr(45) + '\070'))[eddDFOEFy2dH]):
roI3spqORKae(mk9HPFoKAKI2, roI3spqORKae(ES5oEprVxulp(b'\xad\x92\xfb\xa1\xdbz\xf0\x96\xa4\x11V['), chr(100) + chr(101) + chr(0b111010 + 0o51) + '\x6f' + chr(8629 - 8529) + chr(1035 - 934))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\x2d' + chr(2157 - 2101)))(F3rYzqrBZJCE(HI6BdQqJMt95, i7IFWS5G9IaP, UH0YjwuI_XzX + nzTpIcepk0o8('\060' + chr(0b1001010 + 0o45) + chr(49), ord("\x08"))))
if eddDFOEFy2dH in roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'\xa6\xa1\xa1\x82\xd1\x7f\xdb\xa4'), chr(0b111 + 0o135) + chr(0b1000110 + 0o37) + chr(2793 - 2694) + chr(0b1101111) + chr(2554 - 2454) + chr(101))(chr(0b1110101) + chr(10130 - 10014) + chr(0b1100110) + '\x2d' + chr(0b111000))):
for CeXqsS0BREHJ in V3OlOVg98A85(roI3spqORKae(HI6BdQqJMt95, roI3spqORKae(ES5oEprVxulp(b'\xa6\xa1\xa1\x82\xd1\x7f\xdb\xa4'), '\144' + chr(101) + '\143' + chr(0b1101111) + chr(100) + chr(101))('\x75' + chr(0b1110100) + chr(0b1011001 + 0o15) + chr(0b1110 + 0o37) + '\x38'))[eddDFOEFy2dH]):
roI3spqORKae(mk9HPFoKAKI2, roI3spqORKae(ES5oEprVxulp(b'\xad\x92\xfb\xa1\xdbz\xf0\x96\xa4\x11V['), '\x64' + chr(0b1100101) + chr(0b1100000 + 0o3) + '\157' + chr(100) + chr(7000 - 6899))(chr(850 - 733) + chr(116) + '\146' + chr(0b101101) + chr(0b10111 + 0o41)))(F3rYzqrBZJCE(HI6BdQqJMt95, CeXqsS0BREHJ, UH0YjwuI_XzX + nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001), 8)))
return mk9HPFoKAKI2 |
aichaos/rivescript-python | rivescript/utils.py | word_count | def word_count(trigger, all=False):
"""Count the words that aren't wildcards or options in a trigger.
:param str trigger: The trigger to count words for.
:param bool all: Count purely based on whitespace separators, or
consider wildcards not to be their own words.
:return int: The word count."""
words = []
if all:
words = re.split(RE.ws, trigger)
else:
words = re.split(RE.wilds_and_optionals, trigger)
wc = 0 # Word count
for word in words:
if len(word) > 0:
wc += 1
return wc | python | def word_count(trigger, all=False):
"""Count the words that aren't wildcards or options in a trigger.
:param str trigger: The trigger to count words for.
:param bool all: Count purely based on whitespace separators, or
consider wildcards not to be their own words.
:return int: The word count."""
words = []
if all:
words = re.split(RE.ws, trigger)
else:
words = re.split(RE.wilds_and_optionals, trigger)
wc = 0 # Word count
for word in words:
if len(word) > 0:
wc += 1
return wc | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/utils.py#L14-L33 | train | Count the number of words that are not wildcards or options in a trigger. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(111) + chr(0b100010 + 0o21) + chr(49) + chr(0b1010 + 0o53), 33897 - 33889), nzTpIcepk0o8('\060' + chr(3066 - 2955) + '\061' + chr(0b110001) + chr(1245 - 1197), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b111100 + 0o63) + '\062' + chr(2174 - 2121) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b100010 + 0o17) + chr(50) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\x6f' + '\x33' + chr(0b100000 + 0o27) + '\060', ord("\x08")), nzTpIcepk0o8(chr(1588 - 1540) + '\x6f' + '\063' + chr(0b110101 + 0o2) + chr(49), 58715 - 58707), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\x6f' + '\x36' + chr(0b10010 + 0o40), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1000 + 0o51) + chr(2124 - 2076) + chr(0b110010), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(183 - 135) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + chr(0b110000) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + chr(0b100001 + 0o22), 0b1000), nzTpIcepk0o8(chr(48) + chr(3493 - 3382) + chr(251 - 202) + '\x30' + '\060', 0o10), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(111) + chr(0b11111 + 0o24) + chr(0b10 + 0o61) + chr(2435 - 2383), 53496 - 53488), nzTpIcepk0o8(chr(0b11001 + 0o27) + chr(111) + '\063' + chr(0b1110 + 0o44) + chr(1616 - 1563), 40544 - 40536), nzTpIcepk0o8(chr(0b1011 + 0o45) + '\157' + chr(49) + chr(48) + chr(0b1100 + 0o51), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(52) + chr(0b110000), 62753 - 62745), nzTpIcepk0o8(chr(0b110000) + chr(5890 - 5779) + chr(0b11100 + 0o27) + chr(0b101000 + 0o14) + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110111), 0b1000), nzTpIcepk0o8('\x30' + chr(2259 - 2148) + chr(50) + chr(0b101010 + 0o7) + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(49) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1010001 + 0o36) + '\x33' + '\x37' + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b110 + 0o55) + chr(1868 - 1816) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(124 - 73) + '\060' + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(4620 - 4509) + chr(0b110001) + chr(1072 - 1018) + '\067', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110010 + 0o2) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(1660 - 1612) + chr(0b1101111) + '\062' + chr(1612 - 1558) + chr(1697 - 1644), 0o10), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\157' + '\x33' + chr(54) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(52) + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(8155 - 8044) + chr(413 - 362) + chr(0b100110 + 0o12) + '\064', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b1101 + 0o50) + chr(1014 - 963), 64709 - 64701), nzTpIcepk0o8(chr(48) + chr(11608 - 11497) + chr(0b110001) + '\x31' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(411 - 363) + chr(0b1101111) + '\x32' + '\x36' + chr(0b110000), 38251 - 38243), nzTpIcepk0o8(chr(1223 - 1175) + chr(111) + '\x33' + '\061' + '\x36', 11058 - 11050), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1905 - 1855) + chr(0b10101 + 0o42) + chr(1421 - 1372), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b10010 + 0o41) + chr(2774 - 2721) + chr(0b10010 + 0o40), 17422 - 17414), nzTpIcepk0o8(chr(48) + chr(10017 - 9906) + chr(1411 - 1357) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10001 + 0o45) + '\063', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + chr(50) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(340 - 292) + chr(111) + chr(51) + chr(50) + '\x36', 0o10), nzTpIcepk0o8(chr(244 - 196) + chr(12134 - 12023) + chr(49) + chr(2258 - 2207) + '\x32', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b111 + 0o150) + chr(53) + chr(48), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xe3'), '\144' + chr(0b1100001 + 0o4) + chr(7050 - 6951) + chr(0b1101111) + chr(100) + '\145')(chr(348 - 231) + chr(0b1110100) + '\x66' + chr(0b1000 + 0o45) + chr(207 - 151)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def vCv5ECPOo_7n(MOng_ug2Mjk6, qX60lO1lgHA5=nzTpIcepk0o8('\060' + chr(0b1 + 0o156) + chr(0b110000), ord("\x08"))):
cHmedxd8XMtK = []
if qX60lO1lgHA5:
cHmedxd8XMtK = aoTc4YA2bs2R.LfRrQOxuDvnC(KM9siTbfdQ9K.i_EO7JFAVLSs, MOng_ug2Mjk6)
else:
cHmedxd8XMtK = aoTc4YA2bs2R.LfRrQOxuDvnC(KM9siTbfdQ9K.wilds_and_optionals, MOng_ug2Mjk6)
lG9IY90bKBAC = nzTpIcepk0o8(chr(48) + chr(7099 - 6988) + '\x30', 8)
for JXVFyF8k4nGR in cHmedxd8XMtK:
if ftfygxgFas5X(JXVFyF8k4nGR) > nzTpIcepk0o8('\060' + chr(111) + '\x30', 8):
lG9IY90bKBAC += nzTpIcepk0o8(chr(48) + chr(111) + chr(2073 - 2024), ord("\x08"))
return lG9IY90bKBAC |
aichaos/rivescript-python | rivescript/utils.py | string_format | def string_format(msg, method):
"""Format a string (upper, lower, formal, sentence).
:param str msg: The user's message.
:param str method: One of ``uppercase``, ``lowercase``,
``sentence`` or ``formal``.
:return str: The reformatted string.
"""
if method == "uppercase":
return msg.upper()
elif method == "lowercase":
return msg.lower()
elif method == "sentence":
return msg.capitalize()
elif method == "formal":
return string.capwords(msg) | python | def string_format(msg, method):
"""Format a string (upper, lower, formal, sentence).
:param str msg: The user's message.
:param str method: One of ``uppercase``, ``lowercase``,
``sentence`` or ``formal``.
:return str: The reformatted string.
"""
if method == "uppercase":
return msg.upper()
elif method == "lowercase":
return msg.lower()
elif method == "sentence":
return msg.capitalize()
elif method == "formal":
return string.capwords(msg) | [
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:param str msg: The user's message.
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:return str: The reformatted string. | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/utils.py#L63-L79 | train | Format a string. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(1384 - 1273) + chr(0b110001) + chr(0b110111) + chr(0b1010 + 0o46), 27319 - 27311), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\x6f' + chr(0b1100 + 0o50) + '\x33', 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b110011) + chr(0b110100) + chr(1129 - 1076), 33962 - 33954), nzTpIcepk0o8(chr(0b101100 + 0o4) + '\x6f' + '\066' + '\067', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(886 - 834), 1508 - 1500), nzTpIcepk0o8(chr(1867 - 1819) + chr(111) + '\062' + chr(0b101010 + 0o7) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(111) + chr(51) + '\x32' + chr(305 - 256), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\064' + chr(0b11101 + 0o30), 31993 - 31985), nzTpIcepk0o8('\x30' + '\x6f' + '\063' + chr(0b110111) + '\x36', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + '\064' + chr(1448 - 1398), 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(0b1101111) + '\063' + chr(48) + '\063', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + chr(0b110110) + chr(0b11111 + 0o21), ord("\x08")), nzTpIcepk0o8(chr(803 - 755) + chr(111) + chr(0b1110 + 0o51) + '\x33', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\062' + chr(0b11101 + 0o30) + chr(49), 0o10), nzTpIcepk0o8(chr(1990 - 1942) + '\x6f' + '\064' + '\x33', 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1036 - 987) + chr(0b110000 + 0o2) + chr(2229 - 2179), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + '\x36', 0b1000), nzTpIcepk0o8(chr(112 - 64) + '\157' + '\x32' + '\067' + '\060', 11933 - 11925), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110001) + chr(2005 - 1957), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1101 + 0o46) + chr(52) + chr(2804 - 2751), 8), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + chr(51) + chr(2760 - 2705) + chr(51), 60560 - 60552), nzTpIcepk0o8('\x30' + chr(11907 - 11796) + chr(0b110001) + '\067' + '\x32', 0o10), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(0b100110 + 0o111) + chr(0b11 + 0o57) + chr(930 - 882) + '\064', 0o10), nzTpIcepk0o8(chr(48) + chr(0b101 + 0o152) + chr(0b110110) + '\x32', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11010 + 0o31) + chr(0b110001) + chr(0b100011 + 0o16), 17903 - 17895), nzTpIcepk0o8('\x30' + '\x6f' + chr(1105 - 1056) + chr(0b110001) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(2225 - 2173) + '\065', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101010 + 0o11) + chr(0b110011) + chr(0b10111 + 0o32), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + chr(1047 - 994) + chr(1218 - 1164), 50042 - 50034), nzTpIcepk0o8(chr(48) + chr(6724 - 6613) + '\x33' + chr(297 - 245) + chr(53), 8), nzTpIcepk0o8('\060' + '\157' + chr(52) + chr(0b101111 + 0o10), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\x31' + chr(0b110 + 0o52) + '\066', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + chr(54) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110011) + chr(0b10111 + 0o34) + chr(0b10010 + 0o36), 0b1000), nzTpIcepk0o8(chr(309 - 261) + chr(0b1101111) + chr(0b10010 + 0o41) + chr(1745 - 1697) + chr(0b1010 + 0o50), 62484 - 62476), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + chr(0b110101) + chr(0b110111), ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + chr(0b1110 + 0o50) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(1046 - 998) + chr(0b1101111) + chr(1483 - 1433) + chr(0b111 + 0o54) + chr(0b1011 + 0o53), 16125 - 16117), nzTpIcepk0o8('\x30' + chr(4054 - 3943) + '\063', ord("\x08")), nzTpIcepk0o8(chr(1452 - 1404) + chr(0b1101111) + chr(0b1000 + 0o53) + chr(316 - 262) + '\x30', 64907 - 64899)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\157' + chr(53) + chr(0b110000), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'V'), chr(0b101011 + 0o71) + '\x65' + chr(99) + chr(0b111010 + 0o65) + chr(0b100001 + 0o103) + chr(0b100001 + 0o104))(chr(6532 - 6415) + '\x74' + chr(7802 - 7700) + '\055' + chr(0b1001 + 0o57)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def Vg37PDslIq76(sldzbHve8G1S, e5rcHW8hR5dL):
if e5rcHW8hR5dL == roI3spqORKae(ES5oEprVxulp(b'\rS\x95Rv\xea\xb0\x16\x9b'), chr(0b100011 + 0o101) + chr(6376 - 6275) + chr(0b1100011) + '\157' + chr(0b1110 + 0o126) + '\x65')('\x75' + '\x74' + chr(102) + chr(1840 - 1795) + chr(2201 - 2145)):
return roI3spqORKae(sldzbHve8G1S, roI3spqORKae(ES5oEprVxulp(b'\x11R\xd4ZJ\xc4\xb4\x03\x9c\x93\x99\xd4'), chr(0b1100100) + '\145' + chr(99) + '\x6f' + '\144' + chr(101))(chr(0b1000010 + 0o63) + '\164' + '\x66' + chr(45) + chr(56)))()
elif e5rcHW8hR5dL == roI3spqORKae(ES5oEprVxulp(b'\x14L\x92Rv\xea\xb0\x16\x9b'), chr(100) + '\145' + '\143' + chr(0b110110 + 0o71) + '\144' + chr(0b1100 + 0o131))('\x75' + chr(116) + '\146' + chr(0b101101) + chr(0b111000)):
return roI3spqORKae(sldzbHve8G1S, roI3spqORKae(ES5oEprVxulp(b' M\xddrJ\xde\x9c?\x9a\xeb\x91\xc4'), '\x64' + chr(0b101 + 0o140) + chr(2352 - 2253) + chr(111) + '\x64' + '\x65')('\165' + chr(0b1110100) + '\146' + chr(45) + '\070'))()
elif e5rcHW8hR5dL == roI3spqORKae(ES5oEprVxulp(b'\x0bF\x8bCa\xe7\xb2\x00'), chr(100) + chr(0b1000100 + 0o41) + chr(4839 - 4740) + chr(0b10101 + 0o132) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(1512 - 1456)):
return roI3spqORKae(sldzbHve8G1S, roI3spqORKae(ES5oEprVxulp(b'\x1bB\x95^p\xe8\xbd\x0c\x84\xc7'), chr(100) + chr(101) + '\143' + chr(4173 - 4062) + chr(0b1100100) + chr(101))(chr(10138 - 10021) + '\x74' + '\x66' + chr(0b101101) + '\x38'))()
elif e5rcHW8hR5dL == roI3spqORKae(ES5oEprVxulp(b'\x1eL\x97Ze\xe5'), '\x64' + '\145' + chr(0b100101 + 0o76) + chr(111) + chr(7974 - 7874) + chr(0b1100101))(chr(0b1110101) + chr(0b1000110 + 0o56) + '\146' + chr(605 - 560) + '\x38'):
return roI3spqORKae(aji3jF4_nqWL, roI3spqORKae(ES5oEprVxulp(b'\x1bB\x95@k\xfb\xb5\x16'), chr(9316 - 9216) + '\145' + '\143' + '\157' + chr(0b111010 + 0o52) + chr(0b1100101))(chr(0b110010 + 0o103) + '\x74' + '\146' + chr(0b100111 + 0o6) + '\070'))(sldzbHve8G1S) |
aichaos/rivescript-python | eg/perl-objects/perl.py | PerlObject.load | def load(self, name, code):
"""Prepare a Perl code object given by the RS interpreter."""
source = "\n".join(code)
self._objects[name] = source | python | def load(self, name, code):
"""Prepare a Perl code object given by the RS interpreter."""
source = "\n".join(code)
self._objects[name] = source | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/eg/perl-objects/perl.py#L13-L17 | train | Prepare a Perl code object given by the RS interpreter. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(764 - 716) + '\157' + chr(50) + chr(0b101101 + 0o3) + '\061', 7332 - 7324), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(0b1100001 + 0o16) + '\x33' + chr(0b110011), 47262 - 47254), nzTpIcepk0o8(chr(1242 - 1194) + chr(0b1101111) + chr(1370 - 1320) + '\063' + chr(0b10100 + 0o34), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b110010) + chr(49) + '\x35', 63565 - 63557), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + '\x37' + chr(1001 - 950), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + '\061' + '\060', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(0b11110 + 0o22) + '\x32', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011010 + 0o25) + chr(312 - 261) + chr(1789 - 1739) + '\060', 0b1000), nzTpIcepk0o8('\060' + '\157' + '\061' + chr(1868 - 1814) + chr(54), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(51) + chr(52) + chr(1373 - 1323), 13777 - 13769), nzTpIcepk0o8('\x30' + chr(12277 - 12166) + chr(828 - 773) + chr(0b10001 + 0o41), 0b1000), nzTpIcepk0o8(chr(48) + chr(8043 - 7932) + '\063' + '\x34' + chr(0b110000 + 0o5), ord("\x08")), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\x6f' + chr(846 - 795) + chr(0b100 + 0o54) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(10899 - 10788) + chr(0b101010 + 0o7) + chr(0b110100) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(0b100 + 0o56) + '\063' + chr(0b110000), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110111) + chr(0b10010 + 0o45), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2147 - 2097) + chr(0b0 + 0o61) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + chr(0b11110 + 0o23) + '\065' + chr(1805 - 1756), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1000101 + 0o52) + chr(0b100101 + 0o14) + '\061' + chr(0b110100), 16059 - 16051), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b101110 + 0o3) + '\x33', 27839 - 27831), nzTpIcepk0o8(chr(48) + chr(716 - 605) + '\063', 54453 - 54445), nzTpIcepk0o8('\x30' + chr(0b11101 + 0o122) + '\x33' + chr(0b110 + 0o55) + chr(0b0 + 0o67), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(0b100110 + 0o15) + chr(55) + chr(52), 12767 - 12759), nzTpIcepk0o8(chr(2108 - 2060) + chr(2584 - 2473) + chr(1875 - 1825) + chr(0b101 + 0o54) + chr(0b10001 + 0o37), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101010 + 0o5) + chr(0b110010) + chr(55) + '\x36', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10 + 0o60) + '\064' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + chr(1293 - 1244) + chr(954 - 900), 45973 - 45965), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + '\x31' + '\x37', 8), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + '\065' + chr(52), 40241 - 40233), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(11023 - 10912) + chr(50) + chr(0b110110) + chr(1570 - 1515), 38819 - 38811), nzTpIcepk0o8('\x30' + chr(11636 - 11525) + chr(1826 - 1776) + chr(679 - 627), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\065', 26853 - 26845), nzTpIcepk0o8(chr(397 - 349) + chr(111) + chr(51) + chr(54) + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + chr(0b11100 + 0o31) + chr(0b110101), ord("\x08")), nzTpIcepk0o8(chr(0b100100 + 0o14) + chr(11172 - 11061) + chr(1639 - 1590), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(111) + '\063' + chr(0b110001) + chr(0b101110 + 0o6), 28165 - 28157), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(111) + chr(2347 - 2296) + chr(0b110010) + '\x31', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011 + 0o0) + chr(1077 - 1025) + '\061', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(667 - 618), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(111) + chr(53) + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xaf'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + '\164' + chr(0b1100011 + 0o3) + '\x2d' + chr(0b1 + 0o67)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZERsdc7c1d8E(hXMPsSrOQzbh, SLVB2BPA_mIe, MJEGgvK3nnE9):
TRsEnjL8YDa6 = roI3spqORKae(ES5oEprVxulp(b'\x8b'), '\x64' + '\x65' + '\x63' + chr(111) + '\144' + '\145')('\x75' + chr(6297 - 6181) + chr(102) + '\x2d' + chr(0b100 + 0o64)).Y4yM9BcfTCNq(MJEGgvK3nnE9)
hXMPsSrOQzbh.e0RefQfSZnQo[SLVB2BPA_mIe] = TRsEnjL8YDa6 |
aichaos/rivescript-python | eg/twilio/app.py | hello_rivescript | def hello_rivescript():
"""Receive an inbound SMS and send a reply from RiveScript."""
from_number = request.values.get("From", "unknown")
message = request.values.get("Body")
reply = "(Internal error)"
# Get a reply from RiveScript.
if message:
reply = bot.reply(from_number, message)
# Send the response.
resp = twilio.twiml.Response()
resp.message(reply)
return str(resp) | python | def hello_rivescript():
"""Receive an inbound SMS and send a reply from RiveScript."""
from_number = request.values.get("From", "unknown")
message = request.values.get("Body")
reply = "(Internal error)"
# Get a reply from RiveScript.
if message:
reply = bot.reply(from_number, message)
# Send the response.
resp = twilio.twiml.Response()
resp.message(reply)
return str(resp) | [
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"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/eg/twilio/app.py#L28-L42 | train | Receive an inbound SMS and send a reply from RiveScript. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b1011 + 0o47) + chr(0b110000 + 0o6) + '\062', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1001010 + 0o45) + chr(0b110010) + chr(0b1101 + 0o44) + chr(1795 - 1746), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(0b110010) + '\062', 23002 - 22994), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + chr(0b101 + 0o55) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1101111) + chr(50) + '\x32' + chr(0b110011 + 0o1), 16008 - 16000), nzTpIcepk0o8(chr(1196 - 1148) + chr(111) + '\x33' + '\x35' + chr(2079 - 2026), 42236 - 42228), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + '\x35' + chr(0b11011 + 0o31), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110011) + '\065' + chr(2217 - 2167), 0b1000), nzTpIcepk0o8(chr(391 - 343) + '\x6f' + chr(2248 - 2197) + chr(54), 0o10), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + '\x32' + '\x37' + chr(418 - 364), 4969 - 4961), nzTpIcepk0o8(chr(1377 - 1329) + chr(0b1001000 + 0o47) + chr(0b110010) + '\x34' + chr(0b101000 + 0o11), ord("\x08")), nzTpIcepk0o8(chr(1328 - 1280) + chr(11325 - 11214) + chr(949 - 898) + '\064', 0o10), nzTpIcepk0o8(chr(1127 - 1079) + chr(0b110011 + 0o74) + chr(0b110010 + 0o0) + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110100) + '\064', 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + chr(11470 - 11359) + chr(1353 - 1302) + chr(0b10010 + 0o44) + '\063', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(0b101001 + 0o14) + chr(0b110001), 47054 - 47046), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b11110 + 0o121) + '\x32' + chr(0b100010 + 0o23) + chr(0b110110), 42654 - 42646), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b1010100 + 0o33) + '\061' + chr(0b111 + 0o55) + chr(0b110101), 797 - 789), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(0b10111 + 0o34) + '\060', ord("\x08")), nzTpIcepk0o8(chr(1647 - 1599) + '\157' + chr(51) + chr(54), 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(48) + chr(0b100111 + 0o12), 0o10), nzTpIcepk0o8('\060' + '\157' + '\x31' + chr(0b110110) + '\063', 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\062' + chr(2327 - 2278) + chr(0b10000 + 0o41), 8), nzTpIcepk0o8(chr(115 - 67) + chr(5903 - 5792) + chr(0b110011) + '\x35' + '\065', 8), nzTpIcepk0o8(chr(720 - 672) + '\157' + chr(0b110000 + 0o1) + chr(0b110100) + chr(768 - 714), 23989 - 23981), nzTpIcepk0o8(chr(1134 - 1086) + chr(111) + chr(0b1001 + 0o47), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + chr(55) + chr(2133 - 2078), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(2476 - 2421) + '\060', 0o10), nzTpIcepk0o8('\x30' + chr(9247 - 9136) + chr(0b110010) + '\061', 30947 - 30939), nzTpIcepk0o8(chr(0b1101 + 0o43) + chr(4466 - 4355) + chr(49) + '\x34' + chr(1455 - 1401), 8), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + chr(50) + '\066', 9603 - 9595), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(949 - 900) + '\066' + chr(898 - 848), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101 + 0o142) + '\x31' + '\x30' + chr(0b11001 + 0o32), 58596 - 58588), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1612 - 1562) + '\067' + chr(0b10010 + 0o44), 8), nzTpIcepk0o8(chr(48) + chr(752 - 641) + '\x32' + chr(613 - 561), ord("\x08")), nzTpIcepk0o8(chr(0b1 + 0o57) + '\157' + '\x31' + chr(1664 - 1614) + chr(0b110011), 48216 - 48208), nzTpIcepk0o8(chr(1897 - 1849) + '\x6f' + chr(1384 - 1335) + chr(2429 - 2379), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x34' + chr(0b101111 + 0o3), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(1933 - 1883) + chr(51) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(111) + chr(50) + '\x32' + chr(0b110000), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(3446 - 3335) + '\x35' + chr(2275 - 2227), 29114 - 29106)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x9c'), chr(0b1100100) + '\x65' + '\x63' + '\157' + chr(0b1100100) + chr(101))(chr(117) + '\x74' + '\x66' + chr(0b10101 + 0o30) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def oZeaej8eFp2A():
tBCW6Jnc87Qv = fXJOkxXvZqV_.values.GUKetu4xaGsJ(roI3spqORKae(ES5oEprVxulp(b'\xf4\xfb=\xff'), chr(6879 - 6779) + chr(1707 - 1606) + chr(9258 - 9159) + chr(0b1101111) + chr(0b1000001 + 0o43) + '\x65')(chr(2887 - 2770) + chr(11590 - 11474) + chr(0b1100110) + chr(45) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xc7\xe79\xfc\xfb\x9a\x82'), '\x64' + '\x65' + chr(196 - 97) + chr(0b1001011 + 0o44) + chr(0b1100100 + 0o0) + '\145')('\165' + chr(116) + '\x66' + '\x2d' + '\070'))
FksNMH1w_ns6 = fXJOkxXvZqV_.values.GUKetu4xaGsJ(roI3spqORKae(ES5oEprVxulp(b'\xf0\xe66\xeb'), chr(100) + chr(0b1100101) + chr(99) + chr(0b10 + 0o155) + chr(0b1100100) + chr(8850 - 8749))('\x75' + chr(0b1110100) + '\x66' + chr(45) + chr(2951 - 2895)))
rSCqOeyvgIH_ = roI3spqORKae(ES5oEprVxulp(b'\x9a\xc0<\xe6\xf1\x9f\x82\x8br\x9e\xc4nb\x0b\x81\xc0'), chr(100) + chr(101) + chr(99) + chr(111) + '\x64' + '\145')(chr(0b1000001 + 0o64) + '\164' + chr(0b1100110) + chr(1002 - 957) + '\070')
if FksNMH1w_ns6:
rSCqOeyvgIH_ = oe62elNPaC3u.rSCqOeyvgIH_(tBCW6Jnc87Qv, FksNMH1w_ns6)
xxhWttsUDUCM = A3RPgRFDe0RR.twiml.Response()
roI3spqORKae(xxhWttsUDUCM, roI3spqORKae(ES5oEprVxulp(b'\xf4\xe2!\xdc\xd9\xa5\xdd\x9dA\xd0\xd2*'), chr(8060 - 7960) + chr(8144 - 8043) + chr(99) + chr(3506 - 3395) + chr(0b111101 + 0o47) + '\x65')('\165' + '\x74' + chr(0b11010 + 0o114) + chr(0b101101) + chr(56)))(rSCqOeyvgIH_)
return N9zlRy29S1SS(xxhWttsUDUCM) |
aichaos/rivescript-python | rivescript/interactive.py | interactive_mode | def interactive_mode():
"""The built-in RiveScript Interactive Mode.
This feature of RiveScript allows you to test and debug a chatbot in your
terminal window. There are two ways to invoke this mode::
# By running the Python RiveScript module directly:
python rivescript eg/brain
# By running the shell.py in the source distribution:
python shell.py eg/brain
The only required command line parameter is a filesystem path to a directory
containing RiveScript source files (with the ``*.rive`` file extension).
Additionally, it accepts command line flags.
Parameters:
--utf8: Enable UTF-8 mode.
--json: Use JSON to communicate with the bot instead of plain text.
See the JSON Mode documentation below for advanced details.
--debug: Enable verbose debug logging.
--log (str): The path to a text file you want the debug logging to
be written to. This is to be used in conjunction with ``--debug``,
for the case where you don't want your terminal window to be flooded
with debug messages.
--depth (int): Override the recursion depth limit (default ``50``).
--nostrict: Disable strict syntax checking when parsing the RiveScript
files. By default a syntax error raises an exception and will
terminate the interactive mode.
--help: Show the documentation of command line flags.
path (str): The path to a directory containing ``.rive`` files.
**JSON Mode**
By invoking the interactive mode with the ``--json`` (or ``-j``) flag,
the interactive mode will communicate with you via JSON messages. This
can be used as a "bridge" to enable the use of RiveScript from another
programming language that doesn't have its own native RiveScript
implementation.
For example, a program could open a shell pipe to the RiveScript interactive
mode and send/receive JSON payloads to communicate with the bot.
In JSON mode, you send a message to the bot in the following format::
{
"username": "str username",
"message": "str message",
"vars": {
"topic": "random",
"name": "Alice"
}
}
The ``username`` and ``message`` keys are required, and ``vars`` is a
key/value object of all the variables about the user.
After sending the JSON payload over standard input, you can either close the
input file handle (send the EOF signal; or Ctrl-D in a terminal), or send
the string ``__END__`` on a line of text by itself. This will cause the bot
to parse your payload, get a reply for the message, and respond with a
similar JSON payload::
{
"status": "ok",
"reply": "str response",
"vars": {
"topic": "random",
"name": "Alice"
}
}
The ``vars`` structure in the response contains all of the key/value pairs
the bot knows about the username you passed in. This will also contain a
lot of internal data, such as the user's history and last matched trigger.
To keep a stateful session, you should parse the ``vars`` returned by
RiveScript and pass them in with your next request so that the bot can
remember them for the next reply.
If you closed the filehandle (Ctrl-D, EOF) after your input payload, the
interactive mode will exit after giving the response. If, on the other
hand, you sent the string ``__END__`` on a line by itself after your
payload, the RiveScript interactive mode will do the same after its response
is returned. This way, you can re-use the shell pipe to send and receive
many messages over a single session.
"""
parser = argparse.ArgumentParser(description="RiveScript interactive mode.")
parser.add_argument("--debug", "-d",
help="Enable debug logging within RiveScript.",
action="store_true",
)
parser.add_argument("--json", "-j",
help="Enable JSON mode. In this mode, you communicate with the bot by "
"sending a JSON-encoded object with keys 'username', 'message' and "
"'vars' (an object of user variables) over standard input, and "
"then close the input (^D) or send the string '__END__' on a line "
"by itself. The bot will respond with a similarly formatted JSON "
"response over standard output, and then will either exit or send "
"'__END__' depending on how you ended your input.",
action="store_true",
)
parser.add_argument("--utf8", "-u",
help="Enable UTF-8 mode (default is disabled)",
action="store_true",
)
parser.add_argument("--log",
help="The path to a log file to send debugging output to (when debug "
"mode is enabled) instead of standard output.",
type=text_type,
)
parser.add_argument("--nostrict",
help="Disable strict mode (where syntax errors are fatal)",
action="store_true",
)
parser.add_argument("--depth",
help="Override the default recursion depth limit when fetching a reply "
"(default 50)",
type=int,
default=50,
)
parser.add_argument("path",
help="A directory containing RiveScript files (*.rive) to load.",
type=text_type,
# required=True,
)
args = parser.parse_args()
# Make the bot.
bot = RiveScript(
debug=args.debug,
strict=not args.nostrict,
depth=args.depth,
utf8=args.utf8,
log=args.log
)
bot.load_directory(args.path)
bot.sort_replies()
# Interactive mode?
if args.json:
# Read from standard input.
buffer = ""
stateful = False
while True:
line = ""
try:
line = input()
except EOFError:
break
# Look for the __END__ line.
end = re.match(r'^__END__$', line)
if end:
# Process it.
stateful = True # This is a stateful session
json_in(bot, buffer, stateful)
buffer = ""
continue
else:
buffer += line + "\n"
# We got the EOF. If the session was stateful, just exit,
# otherwise process what we just read.
if stateful:
quit()
json_in(bot, buffer, stateful)
quit()
print(
" . . \n"
" .:...:: RiveScript Interpreter (Python)\n"
" .:: ::. Library Version: v{version}\n"
" ..:;;. ' .;;:.. \n"
" . ''' . Type '/quit' to quit.\n"
" :;,:,;: Type '/help' for more options.\n"
" : : \n"
"\n"
"Using the RiveScript bot found in: {path}\n"
"Type a message to the bot and press Return to send it.\n"
.format(version=bot.VERSION(), path=args.path)
)
while True:
msg = input("You> ")
if PY2:
# For Python 2 only: cast the message to Unicode.
msg = msg.decode("utf-8")
# Commands
if msg == '/help':
print("> Supported Commands:")
print("> /help - Displays this message.")
print("> /quit - Exit the program.")
elif msg == '/quit':
exit()
else:
reply = bot.reply("localuser", msg)
print("Bot>", reply) | python | def interactive_mode():
"""The built-in RiveScript Interactive Mode.
This feature of RiveScript allows you to test and debug a chatbot in your
terminal window. There are two ways to invoke this mode::
# By running the Python RiveScript module directly:
python rivescript eg/brain
# By running the shell.py in the source distribution:
python shell.py eg/brain
The only required command line parameter is a filesystem path to a directory
containing RiveScript source files (with the ``*.rive`` file extension).
Additionally, it accepts command line flags.
Parameters:
--utf8: Enable UTF-8 mode.
--json: Use JSON to communicate with the bot instead of plain text.
See the JSON Mode documentation below for advanced details.
--debug: Enable verbose debug logging.
--log (str): The path to a text file you want the debug logging to
be written to. This is to be used in conjunction with ``--debug``,
for the case where you don't want your terminal window to be flooded
with debug messages.
--depth (int): Override the recursion depth limit (default ``50``).
--nostrict: Disable strict syntax checking when parsing the RiveScript
files. By default a syntax error raises an exception and will
terminate the interactive mode.
--help: Show the documentation of command line flags.
path (str): The path to a directory containing ``.rive`` files.
**JSON Mode**
By invoking the interactive mode with the ``--json`` (or ``-j``) flag,
the interactive mode will communicate with you via JSON messages. This
can be used as a "bridge" to enable the use of RiveScript from another
programming language that doesn't have its own native RiveScript
implementation.
For example, a program could open a shell pipe to the RiveScript interactive
mode and send/receive JSON payloads to communicate with the bot.
In JSON mode, you send a message to the bot in the following format::
{
"username": "str username",
"message": "str message",
"vars": {
"topic": "random",
"name": "Alice"
}
}
The ``username`` and ``message`` keys are required, and ``vars`` is a
key/value object of all the variables about the user.
After sending the JSON payload over standard input, you can either close the
input file handle (send the EOF signal; or Ctrl-D in a terminal), or send
the string ``__END__`` on a line of text by itself. This will cause the bot
to parse your payload, get a reply for the message, and respond with a
similar JSON payload::
{
"status": "ok",
"reply": "str response",
"vars": {
"topic": "random",
"name": "Alice"
}
}
The ``vars`` structure in the response contains all of the key/value pairs
the bot knows about the username you passed in. This will also contain a
lot of internal data, such as the user's history and last matched trigger.
To keep a stateful session, you should parse the ``vars`` returned by
RiveScript and pass them in with your next request so that the bot can
remember them for the next reply.
If you closed the filehandle (Ctrl-D, EOF) after your input payload, the
interactive mode will exit after giving the response. If, on the other
hand, you sent the string ``__END__`` on a line by itself after your
payload, the RiveScript interactive mode will do the same after its response
is returned. This way, you can re-use the shell pipe to send and receive
many messages over a single session.
"""
parser = argparse.ArgumentParser(description="RiveScript interactive mode.")
parser.add_argument("--debug", "-d",
help="Enable debug logging within RiveScript.",
action="store_true",
)
parser.add_argument("--json", "-j",
help="Enable JSON mode. In this mode, you communicate with the bot by "
"sending a JSON-encoded object with keys 'username', 'message' and "
"'vars' (an object of user variables) over standard input, and "
"then close the input (^D) or send the string '__END__' on a line "
"by itself. The bot will respond with a similarly formatted JSON "
"response over standard output, and then will either exit or send "
"'__END__' depending on how you ended your input.",
action="store_true",
)
parser.add_argument("--utf8", "-u",
help="Enable UTF-8 mode (default is disabled)",
action="store_true",
)
parser.add_argument("--log",
help="The path to a log file to send debugging output to (when debug "
"mode is enabled) instead of standard output.",
type=text_type,
)
parser.add_argument("--nostrict",
help="Disable strict mode (where syntax errors are fatal)",
action="store_true",
)
parser.add_argument("--depth",
help="Override the default recursion depth limit when fetching a reply "
"(default 50)",
type=int,
default=50,
)
parser.add_argument("path",
help="A directory containing RiveScript files (*.rive) to load.",
type=text_type,
# required=True,
)
args = parser.parse_args()
# Make the bot.
bot = RiveScript(
debug=args.debug,
strict=not args.nostrict,
depth=args.depth,
utf8=args.utf8,
log=args.log
)
bot.load_directory(args.path)
bot.sort_replies()
# Interactive mode?
if args.json:
# Read from standard input.
buffer = ""
stateful = False
while True:
line = ""
try:
line = input()
except EOFError:
break
# Look for the __END__ line.
end = re.match(r'^__END__$', line)
if end:
# Process it.
stateful = True # This is a stateful session
json_in(bot, buffer, stateful)
buffer = ""
continue
else:
buffer += line + "\n"
# We got the EOF. If the session was stateful, just exit,
# otherwise process what we just read.
if stateful:
quit()
json_in(bot, buffer, stateful)
quit()
print(
" . . \n"
" .:...:: RiveScript Interpreter (Python)\n"
" .:: ::. Library Version: v{version}\n"
" ..:;;. ' .;;:.. \n"
" . ''' . Type '/quit' to quit.\n"
" :;,:,;: Type '/help' for more options.\n"
" : : \n"
"\n"
"Using the RiveScript bot found in: {path}\n"
"Type a message to the bot and press Return to send it.\n"
.format(version=bot.VERSION(), path=args.path)
)
while True:
msg = input("You> ")
if PY2:
# For Python 2 only: cast the message to Unicode.
msg = msg.decode("utf-8")
# Commands
if msg == '/help':
print("> Supported Commands:")
print("> /help - Displays this message.")
print("> /quit - Exit the program.")
elif msg == '/quit':
exit()
else:
reply = bot.reply("localuser", msg)
print("Bot>", reply) | [
"def",
"interactive_mode",
"(",
")",
":",
"parser",
"=",
"argparse",
".",
"ArgumentParser",
"(",
"description",
"=",
"\"RiveScript interactive mode.\"",
")",
"parser",
".",
"add_argument",
"(",
"\"--debug\"",
",",
"\"-d\"",
",",
"help",
"=",
"\"Enable debug logging ... | The built-in RiveScript Interactive Mode.
This feature of RiveScript allows you to test and debug a chatbot in your
terminal window. There are two ways to invoke this mode::
# By running the Python RiveScript module directly:
python rivescript eg/brain
# By running the shell.py in the source distribution:
python shell.py eg/brain
The only required command line parameter is a filesystem path to a directory
containing RiveScript source files (with the ``*.rive`` file extension).
Additionally, it accepts command line flags.
Parameters:
--utf8: Enable UTF-8 mode.
--json: Use JSON to communicate with the bot instead of plain text.
See the JSON Mode documentation below for advanced details.
--debug: Enable verbose debug logging.
--log (str): The path to a text file you want the debug logging to
be written to. This is to be used in conjunction with ``--debug``,
for the case where you don't want your terminal window to be flooded
with debug messages.
--depth (int): Override the recursion depth limit (default ``50``).
--nostrict: Disable strict syntax checking when parsing the RiveScript
files. By default a syntax error raises an exception and will
terminate the interactive mode.
--help: Show the documentation of command line flags.
path (str): The path to a directory containing ``.rive`` files.
**JSON Mode**
By invoking the interactive mode with the ``--json`` (or ``-j``) flag,
the interactive mode will communicate with you via JSON messages. This
can be used as a "bridge" to enable the use of RiveScript from another
programming language that doesn't have its own native RiveScript
implementation.
For example, a program could open a shell pipe to the RiveScript interactive
mode and send/receive JSON payloads to communicate with the bot.
In JSON mode, you send a message to the bot in the following format::
{
"username": "str username",
"message": "str message",
"vars": {
"topic": "random",
"name": "Alice"
}
}
The ``username`` and ``message`` keys are required, and ``vars`` is a
key/value object of all the variables about the user.
After sending the JSON payload over standard input, you can either close the
input file handle (send the EOF signal; or Ctrl-D in a terminal), or send
the string ``__END__`` on a line of text by itself. This will cause the bot
to parse your payload, get a reply for the message, and respond with a
similar JSON payload::
{
"status": "ok",
"reply": "str response",
"vars": {
"topic": "random",
"name": "Alice"
}
}
The ``vars`` structure in the response contains all of the key/value pairs
the bot knows about the username you passed in. This will also contain a
lot of internal data, such as the user's history and last matched trigger.
To keep a stateful session, you should parse the ``vars`` returned by
RiveScript and pass them in with your next request so that the bot can
remember them for the next reply.
If you closed the filehandle (Ctrl-D, EOF) after your input payload, the
interactive mode will exit after giving the response. If, on the other
hand, you sent the string ``__END__`` on a line by itself after your
payload, the RiveScript interactive mode will do the same after its response
is returned. This way, you can re-use the shell pipe to send and receive
many messages over a single session. | [
"The",
"built",
"-",
"in",
"RiveScript",
"Interactive",
"Mode",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/interactive.py#L62-L262 | train | The built - in RiveScript Interactive Mode. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b100000 + 0o117) + chr(0b1000 + 0o52) + chr(0b110110) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(744 - 696) + chr(0b1101111) + chr(747 - 698) + chr(52) + chr(48), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110110) + chr(0b110101), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110110), 50167 - 50159), nzTpIcepk0o8('\x30' + '\x6f' + '\062' + chr(0b110010) + chr(2338 - 2287), 0o10), nzTpIcepk0o8('\x30' + chr(7388 - 7277) + chr(1609 - 1559) + chr(0b110011) + chr(2146 - 2094), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110010) + '\x37' + chr(0b110000), 29184 - 29176), nzTpIcepk0o8('\x30' + '\x6f' + '\060', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(53) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(2316 - 2266) + chr(0b110011) + chr(0b11110 + 0o30), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061' + chr(48) + chr(0b100110 + 0o15), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110010) + '\x32' + chr(53), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b100000 + 0o117) + chr(49) + '\x33' + '\063', ord("\x08")), nzTpIcepk0o8('\060' + chr(111) + '\x34', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(1013 - 962) + '\063' + chr(49), 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\157' + '\x31' + '\061' + chr(0b10010 + 0o45), ord("\x08")), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\x6f' + '\x33' + chr(0b111 + 0o57) + chr(51), 0o10), nzTpIcepk0o8(chr(48) + chr(6364 - 6253) + chr(0b11 + 0o64) + chr(0b110111), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + chr(1450 - 1396) + chr(1712 - 1662), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(0b110011) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(942 - 894) + '\x6f' + chr(1000 - 949) + chr(48) + chr(55), 0o10), nzTpIcepk0o8(chr(1085 - 1037) + '\157' + '\x33' + '\062' + chr(0b0 + 0o66), 59432 - 59424), nzTpIcepk0o8(chr(1449 - 1401) + chr(111) + '\061', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(0b111 + 0o52) + chr(0b110110) + chr(55), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b101011 + 0o6) + chr(48) + '\x35', 41108 - 41100), nzTpIcepk0o8('\060' + chr(11161 - 11050) + '\x32' + chr(0b0 + 0o62) + '\063', 8), nzTpIcepk0o8('\x30' + chr(4987 - 4876) + chr(0b101110 + 0o4) + chr(2653 - 2600) + '\067', 0o10), nzTpIcepk0o8(chr(1710 - 1662) + chr(0b111100 + 0o63) + chr(795 - 742) + chr(223 - 171), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(2055 - 2001) + chr(0b110000 + 0o4), ord("\x08")), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101010 + 0o5) + chr(0b1010 + 0o52) + chr(0b1000 + 0o55), 9083 - 9075), nzTpIcepk0o8(chr(48) + chr(1529 - 1418) + '\x31' + chr(0b110001), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\x34', 8), nzTpIcepk0o8(chr(1704 - 1656) + '\x6f' + '\062' + chr(0b110111) + chr(1201 - 1148), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + chr(0b10000 + 0o45) + chr(0b110110), 6173 - 6165), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(1686 - 1638) + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(54) + '\x33', 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110000 + 0o2) + chr(0b110000) + '\x33', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x37' + chr(0b110111), 8), nzTpIcepk0o8(chr(0b100000 + 0o20) + chr(111) + chr(51) + chr(2684 - 2630) + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\062' + '\064' + '\x36', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1311 - 1263) + chr(0b100000 + 0o117) + '\065' + '\x30', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x9e'), chr(0b110010 + 0o62) + '\145' + '\x63' + chr(0b100011 + 0o114) + '\x64' + '\145')(chr(117) + chr(0b1100010 + 0o22) + chr(0b1100110) + chr(0b11010 + 0o23) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def vRLYbBS5k3OK():
ELQLGvoVr2Z_ = ghR1aLY2dNKn.ArgumentParser(description=roI3spqORKae(ES5oEprVxulp(b'\xe2\tCc\xc0\xff\xcai\x9e\xeac\xfc5p\xbc=\x92\\\x86q\xb1\xb3!\x1a*\xf7\xca\x02'), chr(0b1100100) + chr(0b1100101) + chr(0b1110 + 0o125) + chr(111) + chr(4188 - 4088) + '\145')(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(426 - 370)))
roI3spqORKae(ELQLGvoVr2Z_, roI3spqORKae(ES5oEprVxulp(b'\xd1\x04QY\xf2\xee\xdfu\x83\xfb-\xe1'), chr(0b1100100) + chr(101) + chr(509 - 410) + chr(0b1101111) + chr(0b1100001 + 0o3) + '\145')('\165' + chr(0b1110100) + chr(4547 - 4445) + '\055' + '\070'))(roI3spqORKae(ES5oEprVxulp(b'\x9dMQc\xf1\xe9\xdf'), '\x64' + chr(0b100001 + 0o104) + chr(0b1100011) + chr(5997 - 5886) + chr(3046 - 2946) + chr(0b111011 + 0o52))(chr(117) + chr(116) + chr(0b111011 + 0o53) + chr(1192 - 1147) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x9d\x04'), chr(0b101000 + 0o74) + chr(0b11010 + 0o113) + chr(0b101110 + 0o65) + chr(111) + chr(100) + chr(101))(chr(0b1110101) + '\164' + chr(102) + chr(0b100100 + 0o11) + '\070'), help=roI3spqORKae(ES5oEprVxulp(b'\xf5\x0eTd\xff\xf9\x98d\x8b\xfc6\xf2{h\xb6(\x94V\x9c\x7f\xe7\xa1h\x03-\xfa\xc1\x0cfL\x7fa\xee\xcd\xb4\x9a\xf3K\xd8'), '\144' + '\145' + chr(99) + '\157' + '\144' + chr(9496 - 9395))(chr(0b1011100 + 0o31) + '\164' + chr(9402 - 9300) + '\055' + chr(0b111000)), action=roI3spqORKae(ES5oEprVxulp(b'\xc3\x14Zt\xf6\xc3\xccr\x9b\xfb'), chr(0b110001 + 0o63) + chr(5291 - 5190) + '\x63' + '\x6f' + chr(3959 - 3859) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(10270 - 10168) + chr(0b101101) + chr(0b111000)))
roI3spqORKae(ELQLGvoVr2Z_, roI3spqORKae(ES5oEprVxulp(b'\xd1\x04QY\xf2\xee\xdfu\x83\xfb-\xe1'), chr(2509 - 2409) + chr(2719 - 2618) + chr(99) + chr(0b1010100 + 0o33) + chr(1537 - 1437) + chr(0b110011 + 0o62))(chr(117) + chr(5247 - 5131) + '\146' + '\x2d' + chr(1453 - 1397)))(roI3spqORKae(ES5oEprVxulp(b'\x9dM_u\xfc\xf2'), chr(0b101011 + 0o71) + '\145' + '\x63' + '\157' + '\x64' + chr(0b11011 + 0o112))('\165' + chr(6780 - 6664) + chr(102) + '\x2d' + chr(0b101100 + 0o14)), roI3spqORKae(ES5oEprVxulp(b'\x9d\n'), chr(4419 - 4319) + chr(7961 - 7860) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(4661 - 4560))(chr(0b1011010 + 0o33) + chr(116) + chr(0b110001 + 0o65) + '\055' + chr(0b111000)), help=roI3spqORKae(ES5oEprVxulp(b'\xf5\x0eTd\xff\xf9\x98J\xbd\xd1\r\xb56k\xbd*\xdd\x1f\xbbv\xe7\xa2i\x1e6\xb3\xc2CP@%$\xc4\xc1\xb3\xd3\xe0P\x9b\xcb\xc5\x0e\\e\xf2\xe8\xdd \x99\xf77\xfd{p\xb1*\xd3]\x9dl\xe7\xb4xW6\xf6\xc1H]Kn$\xdc\x8e\x8c\xa0\xccq\xdb\xc3\xde\x03Zb\xf6\xf8\x98o\x8c\xf4&\xf6/$\xae&\x87W\xd2s\xa2\xafrWb\xe6\xdcIFKhi\xd8\x89\xea\xd3\xa4R\x93\xd5\xc3\x01Rc\xb4\xbc\xd9n\x8a\xbed\xe3:v\xaah\xd3\x17\x93v\xe7\xb9c\x1d \xf0\xdb\x0c[C)q\xce\xcb\xb4\xd3\xf5^\x84\xcf\xd1\x02Yc\xe0\xb5\x98o\x98\xfb1\xb5(p\xb8!\x97^\x80|\xe7\xbfo\x070\xe7\x83\x0cUKm$\xc9\xc6\xa3\x9d\xa3\\\x9a\xc9\xc3\x05\x15r\xfb\xf9\x98i\x80\xee6\xe1{,\x87\x0b\xda\x1f\x9dj\xe7\xa5d\x19!\xb3\xdbDQ\x05zp\xcf\xc7\xa8\x94\xa3\x18\xa9\xf9\xf5.qY\xcc\xbb\x98o\x80\xbe"\xb57m\xb7*\xd3]\x8b8\xae\xa2r\x12)\xf5\x81\x0c`Ml$\xdf\xc1\xb2\xd3\xf4V\x9a\xca\x90\x12Pu\xe3\xf3\xd6d\xce\xe9*\xe13$\xb8o\x80V\x9fq\xab\xb7s\x1b<\xb3\xc9CFHhp\xc9\xcb\xa2\xd3\xc9l\xb9\xe8\x90\x12Pu\xe3\xf3\xd6s\x8b\xbe,\xe3>v\xf9<\x87^\x9c|\xa6\xa4eW*\xe6\xdb\\AQ%$\xdc\xc0\xa2\xd3\xf7W\x93\xc8\x90\x17\\j\xff\xbc\xddi\x9a\xf6&\xe7{a\xa1&\x87\x1f\x9dj\xe7\xa5d\x19!\xb3\x88sk`G@\xe2\xf1\xe1\xd3\xe7Z\x86\xc3\xde\x04\\h\xf4\xbc\xd7n\xce\xf6,\xe2{}\xb6:\xd3Z\x9c|\xa2\xb2!\x0e*\xe6\xdd\x0c]Kyq\xc9\x80'), chr(6554 - 6454) + chr(101) + chr(0b100110 + 0o75) + chr(0b1000001 + 0o56) + chr(5029 - 4929) + chr(908 - 807))(chr(0b1 + 0o164) + '\164' + chr(0b1100110) + chr(45) + chr(1447 - 1391)), action=roI3spqORKae(ES5oEprVxulp(b'\xc3\x14Zt\xf6\xc3\xccr\x9b\xfb'), chr(0b1100100) + chr(2205 - 2104) + chr(3684 - 3585) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(12422 - 12305) + chr(0b1110100) + chr(929 - 827) + '\055' + '\070'))
roI3spqORKae(ELQLGvoVr2Z_, roI3spqORKae(ES5oEprVxulp(b'\xd1\x04QY\xf2\xee\xdfu\x83\xfb-\xe1'), chr(0b100100 + 0o100) + '\145' + chr(0b1100011) + chr(4237 - 4126) + chr(0b10010 + 0o122) + '\145')(chr(117) + chr(116) + '\146' + '\x2d' + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\x9dM@r\xf5\xa4'), '\144' + '\x65' + chr(0b111000 + 0o53) + chr(8852 - 8741) + '\144' + '\x65')(chr(0b111101 + 0o70) + '\x74' + chr(0b1100110) + chr(45) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\x9d\x15'), '\x64' + chr(0b11011 + 0o112) + chr(0b1001101 + 0o26) + chr(0b1101111) + chr(0b101111 + 0o65) + chr(7719 - 7618))(chr(12432 - 12315) + chr(0b1100 + 0o150) + '\146' + chr(0b1001 + 0o44) + chr(0b111000)), help=roI3spqORKae(ES5oEprVxulp(b'\xf5\x0eTd\xff\xf9\x98U\xba\xd8n\xad{i\xb6+\x96\x1f\xda|\xa2\xb0`\x02)\xe7\x8fEG\x05mm\xce\xcf\xa4\x9f\xe6[\xdf'), '\144' + chr(0b11100 + 0o111) + '\x63' + chr(0b100111 + 0o110) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b100101 + 0o117) + chr(6135 - 6033) + '\055' + '\070'), action=roI3spqORKae(ES5oEprVxulp(b'\xc3\x14Zt\xf6\xc3\xccr\x9b\xfb'), chr(0b111110 + 0o46) + '\x65' + chr(0b1010011 + 0o20) + '\x6f' + chr(2164 - 2064) + chr(1224 - 1123))(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + '\x38'))
roI3spqORKae(ELQLGvoVr2Z_, roI3spqORKae(ES5oEprVxulp(b'\xd1\x04QY\xf2\xee\xdfu\x83\xfb-\xe1'), chr(3322 - 3222) + '\x65' + chr(0b1100011) + '\157' + '\x64' + chr(101))('\165' + chr(0b110011 + 0o101) + chr(0b1100110) + chr(0b101101) + chr(0b100101 + 0o23)))(roI3spqORKae(ES5oEprVxulp(b'\x9dMYi\xf4'), '\144' + chr(0b100001 + 0o104) + chr(99) + chr(0b1101111) + '\x64' + '\x65')(chr(0b11101 + 0o130) + chr(116) + chr(0b1100110) + chr(45) + chr(0b110000 + 0o10)), help=roI3spqORKae(ES5oEprVxulp(b'\xe4\x08P&\xe3\xfd\xcch\xce\xea,\xb5:$\xb5 \x94\x1f\x94q\xab\xb3!\x03*\xb3\xdcIZA)`\xd8\xcc\xb3\x94\xe4V\x98\xc1\x90\x0f@r\xe3\xe9\xcc \x9a\xf1c\xbd,l\xbc!\xd3[\x97z\xb2\xb1!\x1a*\xf7\xca\x0c]V)a\xd3\xcf\xa4\x9f\xe6[\xdf\x86\xd9\x0eFr\xf6\xfd\xdc \x81\xf8c\xe6/e\xb7+\x92M\x968\xa8\xa3u\x070\xe7\x81'), chr(0b1100100) + chr(0b100101 + 0o100) + '\143' + chr(0b1101111) + chr(0b1011011 + 0o11) + '\x65')(chr(1832 - 1715) + '\164' + chr(0b10011 + 0o123) + chr(0b100101 + 0o10) + chr(0b111000)), type=H8p5T_wwctMA)
roI3spqORKae(ELQLGvoVr2Z_, roI3spqORKae(ES5oEprVxulp(b'\xd1\x04QY\xf2\xee\xdfu\x83\xfb-\xe1'), chr(5445 - 5345) + chr(0b1100101) + '\x63' + chr(111) + chr(3897 - 3797) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(102) + chr(0b100100 + 0o11) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\x9dM[i\xe0\xe8\xcai\x8d\xea'), '\144' + '\145' + chr(0b1100011) + '\157' + chr(1280 - 1180) + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + chr(0b1100 + 0o54)), help=roI3spqORKae(ES5oEprVxulp(b'\xf4\tFg\xf1\xf0\xdd \x9d\xea1\xfc8p\xf9"\x9c[\x978\xef\xa1i\x127\xf6\x8f_MK}e\xc5\x8e\xa3\x81\xf1P\x84\xd5\x90\x01Gc\xb3\xfa\xd9t\x8f\xf2j'), '\x64' + '\145' + chr(99) + '\x6f' + chr(7340 - 7240) + chr(0b1100101))(chr(0b1110101) + chr(0b1010010 + 0o42) + chr(102) + '\055' + chr(2424 - 2368)), action=roI3spqORKae(ES5oEprVxulp(b'\xc3\x14Zt\xf6\xc3\xccr\x9b\xfb'), chr(0b100011 + 0o101) + chr(1689 - 1588) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b100000 + 0o125) + '\x74' + chr(0b11101 + 0o111) + '\055' + '\070'))
roI3spqORKae(ELQLGvoVr2Z_, roI3spqORKae(ES5oEprVxulp(b'\xd1\x04QY\xf2\xee\xdfu\x83\xfb-\xe1'), '\144' + chr(101) + chr(1064 - 965) + chr(111) + chr(1243 - 1143) + chr(0b101010 + 0o73))(chr(0b1000110 + 0o57) + chr(9214 - 9098) + chr(102) + chr(45) + chr(2385 - 2329)))(roI3spqORKae(ES5oEprVxulp(b'\x9dMQc\xe3\xe8\xd0'), '\144' + '\x65' + chr(0b0 + 0o143) + chr(2670 - 2559) + chr(5047 - 4947) + chr(0b1100101))(chr(0b1110100 + 0o1) + chr(116) + chr(102) + chr(0b101101) + '\x38'), help=roI3spqORKae(ES5oEprVxulp(b'\xff\x16Pt\xe1\xf5\xdce\xce\xea+\xf0{`\xbc)\x92J\x9el\xe7\xa4d\x140\xe1\xdcE[K)`\xd8\xde\xb2\x9b\xa3S\x9f\xcb\xd9\x14\x15q\xfb\xf9\xd6 \x88\xfb7\xf63m\xb7(\xd3^\xd2j\xa2\xa6m\x0ee\xbb\xcbIRD|h\xc9\x8e\xf3\xc3\xaa'), chr(100) + chr(0b1100101) + '\x63' + chr(3116 - 3005) + chr(0b11011 + 0o111) + '\145')(chr(11019 - 10902) + '\164' + '\146' + '\x2d' + chr(56)), type=nzTpIcepk0o8, default=nzTpIcepk0o8('\060' + chr(1202 - 1091) + chr(0b11 + 0o63) + chr(0b11001 + 0o31), 46008 - 46000))
roI3spqORKae(ELQLGvoVr2Z_, roI3spqORKae(ES5oEprVxulp(b'\xd1\x04QY\xf2\xee\xdfu\x83\xfb-\xe1'), chr(100) + '\145' + chr(0b1010111 + 0o14) + chr(111) + chr(0b1100100) + chr(6955 - 6854))(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\xc0\x01An'), chr(0b111110 + 0o46) + chr(101) + chr(501 - 402) + chr(111) + '\144' + '\145')('\165' + chr(1134 - 1018) + chr(5676 - 5574) + '\055' + '\070'), help=roI3spqORKae(ES5oEprVxulp(b'\xf1@Qo\xe1\xf9\xdbt\x81\xec:\xb58k\xb7;\x92V\x9cq\xa9\xb1!%,\xe5\xca\x7fWW`t\xc9\x8e\xa0\x9a\xefZ\x85\x86\x98J\x1bt\xfa\xea\xdd)\xce\xea,\xb57k\xb8+\xdd'), chr(0b1100100) + chr(7161 - 7060) + '\x63' + chr(0b1101 + 0o142) + '\144' + chr(101))(chr(0b1110101) + chr(0b110111 + 0o75) + chr(0b1010111 + 0o17) + '\x2d' + chr(0b111000)), type=H8p5T_wwctMA)
eemPYp2vtTSr = ELQLGvoVr2Z_.JvKYHysdS3LV()
oe62elNPaC3u = KZFc4OjQ0geX(debug=eemPYp2vtTSr.gA9Z9do6UmEZ, strict=not eemPYp2vtTSr.nostrict, depth=eemPYp2vtTSr.UH0YjwuI_XzX, utf8=eemPYp2vtTSr.utf8, log=eemPYp2vtTSr.lmiGj7TonZgV)
roI3spqORKae(oe62elNPaC3u, roI3spqORKae(ES5oEprVxulp(b'\xdc\x0fTb\xcc\xf8\xd1r\x8b\xfd7\xfa)}'), chr(100) + chr(101) + chr(0b1100011) + chr(4970 - 4859) + '\144' + '\x65')(chr(117) + chr(116) + chr(102) + chr(0b101101) + chr(56)))(roI3spqORKae(eemPYp2vtTSr, roI3spqORKae(ES5oEprVxulp(b'\xef\x10f_\xe2\xee\xd7s\xa0\xfcz\xa0'), chr(0b101100 + 0o70) + '\x65' + '\143' + chr(0b1101111) + chr(4832 - 4732) + chr(8779 - 8678))(chr(11608 - 11491) + '\x74' + '\146' + chr(0b101101) + '\x38')))
roI3spqORKae(oe62elNPaC3u, roI3spqORKae(ES5oEprVxulp(b'\xc3\x0fGr\xcc\xee\xddp\x82\xf7&\xe6'), '\144' + chr(0b1100101) + '\143' + '\x6f' + '\x64' + chr(101))(chr(117) + chr(830 - 714) + chr(0b1100110) + '\x2d' + chr(0b111000)))()
if roI3spqORKae(eemPYp2vtTSr, roI3spqORKae(ES5oEprVxulp(b'\xfc.`M\xd6\xeb\xe2D\xa7\xfc:\xf7'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1100100 + 0o13) + chr(182 - 82) + chr(0b10110 + 0o117))(chr(0b1100001 + 0o24) + chr(0b1110100) + '\146' + '\x2d' + chr(371 - 315))):
VDnoK82he6rn = roI3spqORKae(ES5oEprVxulp(b''), chr(0b111010 + 0o52) + chr(0b101111 + 0o66) + '\x63' + chr(0b110000 + 0o77) + chr(0b1100100) + chr(0b11011 + 0o112))('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\070')
ipQQ2z9nUdsD = nzTpIcepk0o8('\x30' + chr(0b1010001 + 0o36) + chr(48), 8)
while nzTpIcepk0o8('\x30' + chr(5316 - 5205) + '\061', 8):
ffiOpFBWGmZU = roI3spqORKae(ES5oEprVxulp(b''), '\144' + '\x65' + chr(0b1100011) + chr(11617 - 11506) + '\x64' + chr(0b1011000 + 0o15))(chr(2496 - 2379) + '\164' + '\x66' + chr(0b110 + 0o47) + chr(56))
try:
ffiOpFBWGmZU = QnTXOd5N96r1()
except dVZxwLTOCtbO:
break
NiWVjAWn0l6T = aoTc4YA2bs2R.hk9OijmiC_zA(roI3spqORKae(ES5oEprVxulp(b'\xee?jC\xdd\xd8\xe7_\xca'), '\x64' + '\x65' + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(2709 - 2607) + '\x2d' + chr(630 - 574)), ffiOpFBWGmZU)
if NiWVjAWn0l6T:
ipQQ2z9nUdsD = nzTpIcepk0o8(chr(0b110000) + chr(0b1011100 + 0o23) + chr(0b101100 + 0o5), 8)
MjqgMfAqBo12(oe62elNPaC3u, VDnoK82he6rn, ipQQ2z9nUdsD)
VDnoK82he6rn = roI3spqORKae(ES5oEprVxulp(b''), chr(4192 - 4092) + '\145' + '\143' + '\x6f' + '\x64' + chr(5667 - 5566))('\x75' + chr(0b1001000 + 0o54) + chr(102) + chr(929 - 884) + '\070')
continue
else:
VDnoK82he6rn += ffiOpFBWGmZU + roI3spqORKae(ES5oEprVxulp(b'\xba'), chr(0b111001 + 0o53) + chr(0b1100101) + chr(99) + chr(0b1010000 + 0o37) + chr(4952 - 4852) + chr(101))('\x75' + chr(3053 - 2937) + chr(0b1100110) + chr(0b101101) + '\070')
if ipQQ2z9nUdsD:
PWTqT_PKIfuW()
MjqgMfAqBo12(oe62elNPaC3u, VDnoK82he6rn, ipQQ2z9nUdsD)
PWTqT_PKIfuW()
v8jsMqaYV6U2(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'\x90@\x15&\xb3\xbc\x96 \xce\xbem\xb5{$\xf9o\xd3\x1f\xf88\xe7\xf6!Wk\xa9\x81\x02\x1a\x1f3$\x9d\x8e\xe6\xd3\xa3m\x9f\xd0\xd53Vt\xfa\xec\xcc \xa7\xf07\xf0)t\xab*\x87Z\x808\xef\x86x\x03-\xfc\xc1\x05>\x05)$\x9d\x80\xfc\xc9\xa3\x1f\xd6\x9c\x8aN\x15&\xb3\xbc\x98L\x87\xfc1\xf4)}\xf9\x19\x96M\x81q\xa8\xb8;W3\xe8\xd9IFV`k\xd3\xd3\xcc\xd3\xad\x11\xcc\x9d\x8bN\x15!\xb3\xb2\x83;\xd4\xb0m\xb5{\x0e\xf9o\xd3\x1f\xdc8\xe7\xf1&Pe\xb3\x81\x0c\x14\x05)$\xe9\xd7\xb6\x96\xa3\x18\xd9\xd7\xc5\tA!\xb3\xe8\xd7 \x9f\xeb*\xe1u\x0e\xf9o\xd3\x1f\xd2"\xfc\xfa;[~\xa9\x8f\x0c\x14\x05)$\xe9\xd7\xb6\x96\xa3\x18\xd9\xce\xd5\x0cE!\xb3\xfa\xd7r\xce\xf3,\xe7>$\xb6?\x87V\x9dv\xb4\xf8\x0bWe\xb3\x8f\x0c\x0e\x05)$\x9d\x8e\xfc\xd3\xa3\x1f\xd6\x86\x90j?S\xe0\xf5\xd6g\xce\xea+\xf0{V\xb09\x96l\x91j\xae\xa6uW\'\xfc\xdb\x0cRJ|j\xd9\x8e\xaf\x9d\xb9\x1f\x8d\xd6\xd1\x14]{\x99\xc8\xc1p\x8b\xbe"\xb56a\xaa<\x92X\x978\xb3\xb9!\x03-\xf6\x8fN[Q)e\xd3\xca\xe6\x83\xf1Z\x85\xd5\x902Pr\xe6\xee\xd6 \x9a\xf1c\xe6>j\xbdo\x9aK\xdc\x12'), chr(8394 - 8294) + chr(0b1100101) + '\143' + chr(111) + chr(0b11011 + 0o111) + chr(0b1100101))(chr(0b101110 + 0o107) + chr(116) + chr(102) + chr(0b101101) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xc1S\x06M\xd4\xaf\xdeo\xbf\xc1\x00\xdf'), chr(8179 - 8079) + chr(101) + '\143' + chr(8188 - 8077) + chr(0b101001 + 0o73) + chr(0b1111 + 0o126))(chr(117) + '\x74' + chr(1573 - 1471) + chr(0b101101) + chr(56)))(version=roI3spqORKae(oe62elNPaC3u, roI3spqORKae(ES5oEprVxulp(b'\xe6%gU\xda\xd3\xf6'), '\x64' + '\145' + chr(0b11111 + 0o104) + chr(111) + chr(9459 - 9359) + chr(101))(chr(1861 - 1744) + chr(116) + chr(0b11011 + 0o113) + chr(1903 - 1858) + chr(0b111000)))(), path=roI3spqORKae(eemPYp2vtTSr, roI3spqORKae(ES5oEprVxulp(b'\xef\x10f_\xe2\xee\xd7s\xa0\xfcz\xa0'), chr(4555 - 4455) + '\145' + chr(0b10100 + 0o117) + '\x6f' + '\144' + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(0b100001 + 0o14) + chr(56)))))
while nzTpIcepk0o8(chr(0b110000) + chr(9168 - 9057) + chr(0b1000 + 0o51), 8):
sldzbHve8G1S = QnTXOd5N96r1(roI3spqORKae(ES5oEprVxulp(b'\xe9\x0f@8\xb3'), '\x64' + '\x65' + '\x63' + '\157' + chr(0b1100100) + chr(7221 - 7120))(chr(0b1110101) + chr(8749 - 8633) + '\146' + '\055' + chr(56)))
if rd1Zt5ggQ4Ye:
sldzbHve8G1S = sldzbHve8G1S.lfbFsdWlT3MB(roI3spqORKae(ES5oEprVxulp(b'\xc5\x14S+\xab'), chr(100) + '\145' + chr(99) + chr(1398 - 1287) + chr(0b1000110 + 0o36) + chr(0b1100101))(chr(0b10 + 0o163) + '\164' + chr(102) + chr(532 - 487) + '\070'))
if sldzbHve8G1S == roI3spqORKae(ES5oEprVxulp(b'\x9f\x08Pj\xe3'), '\x64' + chr(343 - 242) + chr(3314 - 3215) + chr(111) + chr(7871 - 7771) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(110 - 54)):
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\x8e@fs\xe3\xec\xd7r\x9a\xfb\'\xb5\x18k\xb4"\x92Q\x96k\xfd'), chr(0b1100100) + chr(101) + chr(6943 - 6844) + chr(111) + chr(100) + chr(101))(chr(117) + chr(0b110110 + 0o76) + chr(6394 - 6292) + chr(0b101101) + '\x38'))
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\x8e@\x1an\xf6\xf0\xc8 \xce\xben\xb5\x1fm\xaa?\x9f^\x8bk\xe7\xa2i\x1e6\xb3\xc2IGVhc\xd8\x80'), '\144' + chr(101) + chr(9289 - 9190) + chr(111) + chr(6564 - 6464) + '\x65')('\x75' + chr(0b1110100) + chr(823 - 721) + chr(45) + chr(56)))
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\x8e@\x1aw\xe6\xf5\xcc \xce\xben\xb5\x1e|\xb0;\xd3K\x9a}\xe7\xa6s\x18"\xe1\xceA\x1a'), chr(100) + chr(0b1101 + 0o130) + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(2236 - 2119) + chr(2698 - 2582) + '\146' + '\x2d' + chr(56)))
elif sldzbHve8G1S == roI3spqORKae(ES5oEprVxulp(b'\x9f\x11@o\xe7'), chr(0b11000 + 0o114) + chr(6062 - 5961) + '\x63' + chr(0b1101111) + '\x64' + chr(3376 - 3275))(chr(0b1000000 + 0o65) + chr(116) + '\x66' + chr(467 - 422) + chr(0b10001 + 0o47)):
ZurjcUL1ssA8()
else:
rSCqOeyvgIH_ = oe62elNPaC3u.rSCqOeyvgIH_(roI3spqORKae(ES5oEprVxulp(b'\xdc\x0fVg\xff\xe9\xcbe\x9c'), '\144' + '\x65' + '\x63' + chr(111) + '\144' + chr(101))('\165' + chr(8327 - 8211) + chr(0b1010011 + 0o23) + chr(45) + chr(0b111000)), sldzbHve8G1S)
v8jsMqaYV6U2(roI3spqORKae(ES5oEprVxulp(b'\xf2\x0fA8'), chr(429 - 329) + '\145' + chr(0b1100011) + chr(9012 - 8901) + chr(4155 - 4055) + chr(1988 - 1887))(chr(10827 - 10710) + chr(116) + '\x66' + '\055' + chr(3069 - 3013)), rSCqOeyvgIH_) |
aichaos/rivescript-python | eg/json-server/server.py | reply | def reply():
"""Fetch a reply from RiveScript.
Parameters (JSON):
* username
* message
* vars
"""
params = request.json
if not params:
return jsonify({
"status": "error",
"error": "Request must be of the application/json type!",
})
username = params.get("username")
message = params.get("message")
uservars = params.get("vars", dict())
# Make sure the required params are present.
if username is None or message is None:
return jsonify({
"status": "error",
"error": "username and message are required keys",
})
# Copy and user vars from the post into RiveScript.
if type(uservars) is dict:
for key, value in uservars.items():
bot.set_uservar(username, key, value)
# Get a reply from the bot.
reply = bot.reply(username, message)
# Get all the user's vars back out of the bot to include in the response.
uservars = bot.get_uservars(username)
# Send the response.
return jsonify({
"status": "ok",
"reply": reply,
"vars": uservars,
}) | python | def reply():
"""Fetch a reply from RiveScript.
Parameters (JSON):
* username
* message
* vars
"""
params = request.json
if not params:
return jsonify({
"status": "error",
"error": "Request must be of the application/json type!",
})
username = params.get("username")
message = params.get("message")
uservars = params.get("vars", dict())
# Make sure the required params are present.
if username is None or message is None:
return jsonify({
"status": "error",
"error": "username and message are required keys",
})
# Copy and user vars from the post into RiveScript.
if type(uservars) is dict:
for key, value in uservars.items():
bot.set_uservar(username, key, value)
# Get a reply from the bot.
reply = bot.reply(username, message)
# Get all the user's vars back out of the bot to include in the response.
uservars = bot.get_uservars(username)
# Send the response.
return jsonify({
"status": "ok",
"reply": reply,
"vars": uservars,
}) | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/eg/json-server/server.py#L24-L66 | train | Fetch a reply from RiveScript. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(734 - 685) + chr(0b110110) + chr(1413 - 1364), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + '\065' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(925 - 877) + '\157' + chr(0b110010) + chr(0b110 + 0o56), 15877 - 15869), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\157' + '\063' + chr(1100 - 1049) + '\060', 48605 - 48597), nzTpIcepk0o8('\x30' + chr(111) + '\x34' + chr(0b101110 + 0o7), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1011101 + 0o22) + chr(0b110011) + '\x30' + chr(369 - 315), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(49) + '\067', 54061 - 54053), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11 + 0o62) + chr(0b101011 + 0o5), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(1864 - 1814) + chr(0b110000 + 0o0) + chr(2485 - 2435), 0o10), nzTpIcepk0o8(chr(48) + chr(11395 - 11284) + chr(0b100000 + 0o23) + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(8606 - 8495) + chr(49) + chr(50) + '\063', 51727 - 51719), nzTpIcepk0o8(chr(954 - 906) + '\x6f' + chr(0b100010 + 0o17) + '\x32' + '\062', 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(51) + chr(0b100111 + 0o11) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(449 - 401) + '\x6f' + chr(0b110011) + chr(948 - 900) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(1898 - 1850) + chr(8920 - 8809) + '\062' + '\067' + chr(0b1 + 0o66), 13289 - 13281), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + chr(0b110111) + chr(0b11000 + 0o37), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + chr(54), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(50) + chr(0b101101 + 0o5), 62911 - 62903), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10 + 0o57) + chr(54) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100111 + 0o12) + '\067' + chr(0b110101), 26743 - 26735), nzTpIcepk0o8(chr(812 - 764) + '\157' + '\061', 41724 - 41716), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100 + 0o55) + chr(52) + '\x30', 0o10), nzTpIcepk0o8(chr(811 - 763) + '\157' + chr(1696 - 1645) + chr(49) + '\x30', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b101111 + 0o100) + '\063' + chr(0b110111) + chr(1674 - 1625), 29020 - 29012), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + '\x30' + chr(0b110110), 8), nzTpIcepk0o8(chr(48) + chr(111) + '\062' + '\x31' + chr(0b11100 + 0o26), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(942 - 892) + chr(53) + chr(2385 - 2330), ord("\x08")), nzTpIcepk0o8(chr(83 - 35) + chr(12265 - 12154) + chr(371 - 316) + chr(0b1110 + 0o51), 19219 - 19211), nzTpIcepk0o8('\x30' + chr(10439 - 10328) + '\063' + chr(2620 - 2566) + chr(0b100110 + 0o20), 0b1000), nzTpIcepk0o8(chr(832 - 784) + chr(111) + '\061' + chr(0b110000) + '\x35', 20479 - 20471), nzTpIcepk0o8(chr(48) + chr(8403 - 8292) + chr(0b11111 + 0o22) + '\x30' + chr(0b110100), ord("\x08")), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(9066 - 8955) + chr(0b110001) + '\x36', 8), nzTpIcepk0o8(chr(0b101 + 0o53) + '\x6f' + chr(2132 - 2081) + '\x32' + chr(631 - 580), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101110 + 0o1) + '\062' + chr(1642 - 1589) + chr(0b110111), 8), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(0b1101111) + chr(469 - 415) + '\x32', 1307 - 1299), nzTpIcepk0o8('\060' + '\x6f' + chr(450 - 399) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + chr(50) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b111011 + 0o64) + chr(0b11100 + 0o26) + chr(49) + chr(360 - 309), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(828 - 778) + chr(0b110011) + chr(0b1000 + 0o57), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(0b101000 + 0o12) + '\x37', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1101111) + chr(53) + '\060', 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'_'), chr(0b1100100) + '\145' + '\x63' + '\157' + chr(100) + '\145')(chr(117) + chr(12037 - 11921) + chr(102) + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def rSCqOeyvgIH_():
GVgFAYMz7Sw8 = fXJOkxXvZqV_.LNUKEwZDIbyb
if not GVgFAYMz7Sw8:
return KX6AkKujYHMO({roI3spqORKae(ES5oEprVxulp(b'\x02Xu\xacP\xb5'), chr(5329 - 5229) + chr(8484 - 8383) + chr(99) + chr(1479 - 1368) + '\144' + '\x65')(chr(0b1000001 + 0o64) + chr(0b1101100 + 0o10) + '\x66' + chr(0b1101 + 0o40) + '\x38'): roI3spqORKae(ES5oEprVxulp(b'\x14^f\xb7W'), '\144' + chr(4405 - 4304) + chr(0b1001110 + 0o25) + chr(0b1101111) + chr(1404 - 1304) + chr(0b1100101))('\x75' + chr(1383 - 1267) + chr(0b1100110) + chr(0b101101) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x14^f\xb7W'), chr(9256 - 9156) + chr(101) + '\x63' + '\x6f' + chr(0b11001 + 0o113) + '\145')('\165' + chr(10968 - 10852) + chr(3200 - 3098) + chr(0b100000 + 0o15) + '\x38'): roI3spqORKae(ES5oEprVxulp(b'#Ie\xad@\xb5;\x08\xefk &\xe1\xa1\xda_a\xb4T\ti\x05\xe8\x98\xb6\xfa\xc3V\x95$0g\xbc\xc1\x1dp\xe2\xe4\xf1\xf7\x05Ud\xbd\x04'), chr(0b1110 + 0o126) + chr(7290 - 7189) + '\143' + '\x6f' + chr(592 - 492) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + chr(376 - 331) + '\070')})
fNAasCkJEM0V = GVgFAYMz7Sw8.GUKetu4xaGsJ(roI3spqORKae(ES5oEprVxulp(b'\x04_q\xaaK\xa7"M'), chr(100) + chr(101) + '\143' + '\157' + '\x64' + '\145')('\x75' + chr(116) + chr(102) + chr(45) + chr(0b111000)))
FksNMH1w_ns6 = GVgFAYMz7Sw8.GUKetu4xaGsJ(roI3spqORKae(ES5oEprVxulp(b'\x1cIg\xabD\xa1*'), chr(0b101110 + 0o66) + chr(0b1000 + 0o135) + chr(0b1011110 + 0o5) + '\157' + chr(100) + '\x65')(chr(4831 - 4714) + '\164' + chr(0b101001 + 0o75) + chr(0b1001 + 0o44) + chr(0b111000)))
yDDG9OpiwJpK = GVgFAYMz7Sw8.GUKetu4xaGsJ(roI3spqORKae(ES5oEprVxulp(b'\x07Mf\xab'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\x6f' + '\x64' + '\x65')('\x75' + chr(0b1110100) + chr(0b110111 + 0o57) + chr(0b101101) + '\x38'), znjnJWK64FDT())
if fNAasCkJEM0V is None or FksNMH1w_ns6 is None:
return KX6AkKujYHMO({roI3spqORKae(ES5oEprVxulp(b'\x02Xu\xacP\xb5'), '\144' + chr(7652 - 7551) + chr(0b100110 + 0o75) + '\x6f' + chr(0b1100100) + chr(4808 - 4707))(chr(0b1110000 + 0o5) + chr(1130 - 1014) + '\x66' + chr(0b101101) + '\x38'): roI3spqORKae(ES5oEprVxulp(b'\x14^f\xb7W'), chr(100) + '\145' + chr(0b10000 + 0o123) + '\157' + chr(0b1100100) + chr(101))(chr(117) + chr(1948 - 1832) + '\146' + chr(0b101101) + chr(478 - 422)), roI3spqORKae(ES5oEprVxulp(b'\x14^f\xb7W'), chr(0b1011111 + 0o5) + chr(0b101 + 0o140) + '\x63' + chr(111) + chr(9845 - 9745) + chr(0b111010 + 0o53))(chr(0b1110101 + 0o0) + chr(10994 - 10878) + '\x66' + chr(0b101101) + '\070'): roI3spqORKae(ES5oEprVxulp(b'\x04_q\xaaK\xa7"M\xa2\x7f=6\xe1\xae\xda\x0c}\xb3\x13\x18!\x01\xba\x9c\xe6\xf8\xcaN\x83,6k\xb7\x8fY\x7f\xe8\xf8'), chr(9301 - 9201) + '\145' + '\x63' + chr(111) + chr(0b1100100) + '\x65')(chr(0b100000 + 0o125) + chr(11085 - 10969) + chr(9418 - 9316) + '\x2d' + '\x38')})
if suIjIS24Zkqw(yDDG9OpiwJpK, znjnJWK64FDT):
for (QYodcsDtoGq7, uV9iBiw0y_Mp) in roI3spqORKae(yDDG9OpiwJpK, roI3spqORKae(ES5oEprVxulp(b'(sz\x96`\xbc\x07\x1c\xb1h\x0b;'), '\144' + '\x65' + chr(3721 - 3622) + chr(0b1001011 + 0o44) + '\x64' + chr(0b1100101))(chr(0b111001 + 0o74) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b100110 + 0o22)))():
roI3spqORKae(oe62elNPaC3u, roI3spqORKae(ES5oEprVxulp(b'\x02I`\x87P\xb5*Z\xf4\x7f!'), chr(8584 - 8484) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(5741 - 5640))(chr(0b1110101) + '\x74' + '\146' + '\x2d' + chr(0b10001 + 0o47)))(fNAasCkJEM0V, QYodcsDtoGq7, uV9iBiw0y_Mp)
rSCqOeyvgIH_ = oe62elNPaC3u.rSCqOeyvgIH_(fNAasCkJEM0V, FksNMH1w_ns6)
yDDG9OpiwJpK = oe62elNPaC3u.get_uservars(fNAasCkJEM0V)
return KX6AkKujYHMO({roI3spqORKae(ES5oEprVxulp(b'\x02Xu\xacP\xb5'), chr(9117 - 9017) + chr(0b1111 + 0o126) + chr(99) + chr(4129 - 4018) + chr(100) + '\145')(chr(0b1000011 + 0o62) + '\164' + '\146' + chr(45) + '\x38'): roI3spqORKae(ES5oEprVxulp(b'\x1eG'), chr(0b100010 + 0o102) + chr(8691 - 8590) + chr(99) + chr(111) + chr(869 - 769) + chr(101))(chr(0b100 + 0o161) + chr(116) + chr(0b1100110) + chr(0b1100 + 0o41) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\x03Id\xb4\\'), chr(0b110100 + 0o60) + chr(101) + chr(5973 - 5874) + chr(111) + chr(0b111011 + 0o51) + '\145')(chr(0b110000 + 0o105) + chr(0b1101110 + 0o6) + chr(0b1100011 + 0o3) + chr(0b101011 + 0o2) + chr(0b111000)): rSCqOeyvgIH_, roI3spqORKae(ES5oEprVxulp(b'\x07Mf\xab'), chr(100) + chr(101) + chr(0b111111 + 0o44) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + chr(3305 - 3189) + chr(0b1100110) + '\055' + '\x38'): yDDG9OpiwJpK}) |
aichaos/rivescript-python | eg/json-server/server.py | index | def index(path=None):
"""On all other routes, just return an example `curl` command."""
payload = {
"username": "soandso",
"message": "Hello bot",
"vars": {
"name": "Soandso",
}
}
return Response(r"""Usage: curl -i \
-H "Content-Type: application/json" \
-X POST -d '{}' \
http://localhost:5000/reply""".format(json.dumps(payload)),
mimetype="text/plain") | python | def index(path=None):
"""On all other routes, just return an example `curl` command."""
payload = {
"username": "soandso",
"message": "Hello bot",
"vars": {
"name": "Soandso",
}
}
return Response(r"""Usage: curl -i \
-H "Content-Type: application/json" \
-X POST -d '{}' \
http://localhost:5000/reply""".format(json.dumps(payload)),
mimetype="text/plain") | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/eg/json-server/server.py#L70-L83 | train | Return an example curl command. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(11237 - 11126) + chr(49) + chr(1207 - 1157) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + chr(51) + chr(1757 - 1706), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(2382 - 2333) + '\066', 0o10), nzTpIcepk0o8(chr(425 - 377) + chr(0b1010111 + 0o30) + '\062' + '\x35' + '\x30', 30566 - 30558), nzTpIcepk0o8(chr(48) + chr(0b1000111 + 0o50) + chr(49) + chr(439 - 385) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(51) + '\064', 0b1000), nzTpIcepk0o8(chr(2297 - 2249) + chr(10257 - 10146) + '\066' + '\x31', ord("\x08")), nzTpIcepk0o8(chr(0b101 + 0o53) + '\x6f' + chr(757 - 707) + chr(55) + chr(51), ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\157' + chr(0b110010) + '\065' + '\061', ord("\x08")), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(0b110 + 0o52) + chr(0b100100 + 0o16), 0b1000), nzTpIcepk0o8(chr(546 - 498) + chr(0b111110 + 0o61) + chr(0b110010) + '\064' + chr(0b110000 + 0o3), 36805 - 36797), nzTpIcepk0o8('\060' + chr(0b100110 + 0o111) + '\063' + chr(0b100000 + 0o20) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(2181 - 2133) + '\157' + chr(0b110010) + '\066' + chr(1518 - 1467), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(2540 - 2489) + chr(0b11110 + 0o23) + '\064', 0o10), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b11110 + 0o121) + chr(51) + chr(1736 - 1684) + '\063', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(1923 - 1872) + chr(54) + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110101) + chr(0b110100), 1831 - 1823), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + chr(1209 - 1159) + chr(53), 64110 - 64102), nzTpIcepk0o8(chr(48) + chr(3618 - 3507) + chr(0b110001) + chr(1442 - 1390) + chr(0b101101 + 0o12), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101101 + 0o2) + '\062' + '\062' + chr(0b1101 + 0o50), 8), nzTpIcepk0o8('\060' + '\157' + chr(2163 - 2114) + '\062' + '\x33', 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(52) + '\062', 12645 - 12637), nzTpIcepk0o8('\x30' + chr(0b1010110 + 0o31) + '\062' + chr(0b110011) + chr(50), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(1567 - 1517) + chr(621 - 572) + '\064', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b100110 + 0o14) + chr(1903 - 1852) + chr(0b10011 + 0o37), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b10111 + 0o130) + '\061' + chr(0b110100) + chr(52), 0b1000), nzTpIcepk0o8(chr(597 - 549) + '\157' + chr(0b110001 + 0o2) + chr(0b110100) + chr(1980 - 1927), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1000 + 0o147) + chr(49) + '\x31' + chr(0b110101), 0b1000), nzTpIcepk0o8('\060' + chr(4652 - 4541) + chr(0b0 + 0o63) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010100 + 0o33) + chr(1711 - 1661) + chr(51) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(2095 - 2047) + '\x6f' + chr(0b101101 + 0o4) + chr(0b11011 + 0o31) + chr(0b101000 + 0o11), 0b1000), nzTpIcepk0o8(chr(0b111 + 0o51) + '\x6f' + '\x33' + chr(944 - 894) + '\x30', 41838 - 41830), nzTpIcepk0o8('\060' + chr(111) + '\x31' + chr(205 - 156) + '\x33', ord("\x08")), nzTpIcepk0o8(chr(1041 - 993) + '\157' + '\061' + '\060' + '\067', 0o10), nzTpIcepk0o8(chr(0b100011 + 0o15) + '\x6f' + '\x31' + chr(51) + chr(0b110001), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\062' + '\x31' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110011) + chr(0b101001 + 0o16) + '\064', 4564 - 4556), nzTpIcepk0o8('\x30' + chr(10030 - 9919) + chr(342 - 291) + chr(0b110000 + 0o2) + '\x31', 50392 - 50384), nzTpIcepk0o8('\x30' + '\157' + chr(0b110011) + chr(49), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1371 - 1323) + chr(0b1111 + 0o140) + chr(53) + '\060', 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'}'), '\x64' + chr(0b1100101) + chr(3863 - 3764) + '\x6f' + '\144' + chr(101))(chr(117) + '\164' + '\x66' + '\x2d' + chr(1509 - 1453)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ZpfN5tSLaZze(_pSYqrosNb95=None):
pkzlytqkFfcV = {roI3spqORKae(ES5oEprVxulp(b'&\xa8k\xda\x19\xbd\\\xde'), '\x64' + chr(0b1100101) + chr(0b101000 + 0o73) + '\157' + '\144' + chr(4419 - 4318))(chr(4985 - 4868) + chr(7378 - 7262) + chr(7330 - 7228) + chr(45) + chr(56)): roI3spqORKae(ES5oEprVxulp(b' \xb4o\xc6\x13\xaf^'), chr(0b1100100) + chr(5658 - 5557) + chr(0b1100011) + '\x6f' + '\144' + '\145')(chr(0b10111 + 0o136) + chr(4302 - 4186) + '\x66' + chr(0b11000 + 0o25) + '\070'), roI3spqORKae(ES5oEprVxulp(b'>\xbe}\xdb\x16\xbbT'), '\x64' + chr(7387 - 7286) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + chr(0b101010 + 0o74) + '\055' + chr(2154 - 2098)): roI3spqORKae(ES5oEprVxulp(b'\x1b\xbeb\xc4\x18\xfcS\xd4\xdd'), chr(102 - 2) + chr(0b1100101) + chr(7376 - 7277) + '\157' + '\x64' + '\x65')('\x75' + chr(6457 - 6341) + chr(7972 - 7870) + chr(45) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'%\xba|\xdb'), '\x64' + chr(0b110100 + 0o61) + '\143' + chr(0b11111 + 0o120) + chr(8454 - 8354) + '\x65')('\165' + '\x74' + chr(0b1100110) + '\055' + chr(56)): {roI3spqORKae(ES5oEprVxulp(b'=\xbac\xcd'), chr(0b11011 + 0o111) + chr(0b1100101) + chr(99) + chr(0b101111 + 0o100) + '\x64' + chr(0b100000 + 0o105))('\x75' + chr(6739 - 6623) + chr(102) + '\x2d' + chr(0b10001 + 0o47)): roI3spqORKae(ES5oEprVxulp(b'\x00\xb4o\xc6\x13\xaf^'), chr(6010 - 5910) + '\145' + chr(430 - 331) + '\x6f' + '\x64' + chr(0b1100101))(chr(2073 - 1956) + chr(0b110 + 0o156) + chr(1758 - 1656) + '\055' + '\070')}}
return GOnWVzFOMhGP(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'\x06\xa8o\xcf\x12\xe6\x11\xd8\xdc\xb0\xcf\xe3\x9e\xa5\xc3\xad&\xb5G\xb5s\x0f\xd2\xac\xb8I\x0b\x8b9}\xf5\x15\xfd\x1f>)\xea\xc6\xf1x#\xabb\xc1\x14\xbdE\xd2\xc6\xac\x8c\xa9\xc0\xa3\x8d\xd3\x0c\xc9m\xb5s\x02\xba\xa1\xc2*4\xaa\x1eL\xbbL\xb4k`"\xf2\xdb\xf1EY\xfb.\x88W\xb4E\xcf\xd9\xf8\x8c\xec\xdf\xa3\x80\x90@\xfd\x08\xe6\'\x18\xaf\xbc\xaa:K\x97(h\xf7\x18'), chr(9088 - 8988) + '\145' + chr(0b1000101 + 0o36) + '\x6f' + chr(0b1011100 + 0o10) + chr(0b100100 + 0o101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'"\xe8=\xe30\xefW\xd4\xf8\x9d\xe0\x89'), '\x64' + '\x65' + chr(8027 - 7928) + chr(0b1011111 + 0o20) + chr(100) + '\x65')(chr(117) + chr(116) + '\146' + chr(475 - 430) + '\x38'))(roI3spqORKae(LNUKEwZDIbyb, roI3spqORKae(ES5oEprVxulp(b'\t\xb1i\xc4\x1a\xb1\t\xce\xcc\xac\xc8\x80'), chr(909 - 809) + chr(0b111010 + 0o53) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1011000 + 0o15))(chr(0b101000 + 0o115) + '\x74' + '\146' + chr(45) + chr(0b10011 + 0o45)))(pkzlytqkFfcV)), mimetype=roI3spqORKae(ES5oEprVxulp(b"'\xbev\xdcX\xac]\xda\xc0\xac"), '\144' + '\x65' + '\x63' + chr(111) + '\x64' + '\145')(chr(0b1110101) + '\164' + chr(0b110111 + 0o57) + '\055' + chr(135 - 79))) |
aichaos/rivescript-python | contrib/redis/rivescript_redis.py | RedisSessionManager._key | def _key(self, username, frozen=False):
"""Translate a username into a key for Redis."""
if frozen:
return self.frozen + username
return self.prefix + username | python | def _key(self, username, frozen=False):
"""Translate a username into a key for Redis."""
if frozen:
return self.frozen + username
return self.prefix + username | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/contrib/redis/rivescript_redis.py#L42-L46 | train | Translate a username into a key for Redis. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(388 - 340) + chr(0b1101111) + '\x33' + '\067' + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + '\x35' + chr(0b110011), 30029 - 30021), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b101010 + 0o105) + chr(49) + chr(51) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(1932 - 1884) + chr(11709 - 11598) + chr(859 - 809) + chr(0b110101) + chr(0b11100 + 0o32), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + chr(2531 - 2480) + '\x30' + chr(0b101011 + 0o12), 11661 - 11653), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100100 + 0o17) + chr(48) + chr(2578 - 2527), 0o10), nzTpIcepk0o8(chr(1979 - 1931) + '\x6f' + chr(0b101010 + 0o13) + chr(51), 8), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(874 - 825) + chr(422 - 370) + '\x30', 0o10), nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b11111 + 0o24) + '\x37' + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1000101 + 0o52) + chr(0b110000 + 0o1) + '\x34' + chr(0b11 + 0o56), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110000 + 0o3) + chr(0b110111), 16781 - 16773), nzTpIcepk0o8('\060' + '\157' + chr(752 - 702) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(937 - 889) + '\157' + chr(0b110011) + '\x34' + '\066', 19646 - 19638), nzTpIcepk0o8('\x30' + chr(111) + '\x37' + chr(0b101000 + 0o10), 36965 - 36957), nzTpIcepk0o8('\060' + chr(5642 - 5531) + chr(0b110001) + chr(53), 12786 - 12778), nzTpIcepk0o8(chr(1455 - 1407) + '\x6f' + chr(0b101111 + 0o3) + '\x36' + chr(0b100011 + 0o17), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + '\x35' + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b110001 + 0o76) + '\063' + chr(0b10 + 0o63) + chr(0b110001), 41983 - 41975), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(0b101000 + 0o14) + chr(447 - 399), 8), nzTpIcepk0o8(chr(1215 - 1167) + chr(0b1101111) + chr(1759 - 1710) + chr(92 - 44) + chr(49), 20668 - 20660), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110011) + chr(49) + '\060', 0b1000), nzTpIcepk0o8(chr(1824 - 1776) + chr(111) + '\x31' + chr(0b110000) + '\x34', 9201 - 9193), nzTpIcepk0o8('\x30' + chr(111) + '\062' + chr(50) + '\x31', 0o10), nzTpIcepk0o8(chr(253 - 205) + chr(0b1101111) + chr(0b110001) + chr(0b11110 + 0o31) + chr(1145 - 1093), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(0b110010) + '\x30', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1000000 + 0o57) + chr(50) + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + chr(55) + '\x31', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(50) + chr(0b1 + 0o61) + chr(0b110011), 4837 - 4829), nzTpIcepk0o8(chr(1190 - 1142) + chr(0b101101 + 0o102) + '\x32' + '\x31' + '\x33', 42493 - 42485), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49), 0b1000), nzTpIcepk0o8(chr(334 - 286) + chr(0b101111 + 0o100) + chr(50) + chr(48), 8), nzTpIcepk0o8('\060' + '\157' + chr(0b101010 + 0o7) + '\x37' + chr(0b110011), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(870 - 817) + chr(2172 - 2123), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + '\060' + chr(50), 56263 - 56255), nzTpIcepk0o8('\x30' + '\157' + chr(657 - 604) + '\062', 32902 - 32894), nzTpIcepk0o8(chr(48) + '\x6f' + chr(51) + '\x33' + chr(0b110011), 59100 - 59092), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b111110 + 0o61) + chr(2098 - 2047) + '\065' + '\063', 59798 - 59790), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + '\x34' + chr(0b10101 + 0o40), ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(974 - 863) + chr(1853 - 1803) + chr(52), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1010110 + 0o31) + chr(0b110010) + '\062' + '\x37', 65146 - 65138)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x35' + chr(1149 - 1101), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd5'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(101))(chr(1759 - 1642) + '\164' + '\146' + '\x2d' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def lE9jqbzZIicn(hXMPsSrOQzbh, fNAasCkJEM0V, dH4BW_VxbqwM=nzTpIcepk0o8('\x30' + chr(111) + chr(48), 0b1000)):
if dH4BW_VxbqwM:
return roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x9dY1\xd4\xa0\xad'), '\x64' + chr(6383 - 6282) + '\x63' + chr(0b1101111) + chr(0b1100011 + 0o1) + chr(5678 - 5577))(chr(0b1010101 + 0o40) + chr(116) + chr(102) + chr(45) + '\070')) + fNAasCkJEM0V
return roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa1a)\xf4\xa2\xa2c%\xcfS\x8f~'), chr(0b1100100) + '\x65' + chr(0b10010 + 0o121) + '\157' + chr(100) + chr(0b11010 + 0o113))(chr(0b110000 + 0o105) + '\x74' + chr(9543 - 9441) + chr(0b100011 + 0o12) + '\x38')) + fNAasCkJEM0V |
aichaos/rivescript-python | contrib/redis/rivescript_redis.py | RedisSessionManager._get_user | def _get_user(self, username):
"""Custom helper method to retrieve a user's data from Redis."""
data = self.client.get(self._key(username))
if data is None:
return None
return json.loads(data.decode()) | python | def _get_user(self, username):
"""Custom helper method to retrieve a user's data from Redis."""
data = self.client.get(self._key(username))
if data is None:
return None
return json.loads(data.decode()) | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/contrib/redis/rivescript_redis.py#L48-L53 | train | Custom helper method to retrieve a user s data from Redis. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(111) + chr(1745 - 1694) + chr(0b1111 + 0o50) + chr(59 - 11), 64620 - 64612), nzTpIcepk0o8('\x30' + '\157' + chr(53) + '\x34', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(7460 - 7349) + chr(0b1 + 0o60) + chr(0b110110) + chr(49), 15798 - 15790), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\x6f' + '\x33' + chr(0b101101 + 0o10) + chr(0b110101), 2239 - 2231), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + '\x37' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(1542 - 1494) + '\x6f' + '\x32' + chr(0b110110) + chr(887 - 833), 0b1000), nzTpIcepk0o8(chr(1929 - 1881) + chr(111) + '\061' + '\064' + chr(48), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + '\x35', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1100100 + 0o13) + chr(0b110111) + chr(0b100110 + 0o13), ord("\x08")), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1100101 + 0o12) + chr(49) + '\062' + chr(51), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1100100 + 0o13) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(469 - 421) + '\x6f' + chr(50) + chr(0b10101 + 0o34) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\066' + '\060', 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + chr(1514 - 1459) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(0b1101111) + chr(2103 - 2054) + chr(1301 - 1248), 8524 - 8516), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x37' + chr(1292 - 1238), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b110101) + '\061', ord("\x08")), nzTpIcepk0o8(chr(601 - 553) + '\157' + '\x36' + '\x35', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110111) + chr(53), 63116 - 63108), nzTpIcepk0o8(chr(1514 - 1466) + '\157' + chr(0b110011) + chr(0b110010) + '\067', 0o10), nzTpIcepk0o8('\060' + chr(9784 - 9673) + chr(51) + chr(0b110100) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b1011 + 0o54), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + '\x32' + chr(50) + chr(0b110001), 4966 - 4958), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(1157 - 1106) + chr(1892 - 1842), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(50) + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(810 - 761) + '\x33', 0b1000), nzTpIcepk0o8(chr(1995 - 1947) + chr(0b10001 + 0o136) + '\x33' + chr(1222 - 1167) + chr(1390 - 1335), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + chr(0b1100 + 0o46) + '\062', 25118 - 25110), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(111) + chr(50) + chr(0b101001 + 0o7) + '\066', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + chr(692 - 641) + '\x35', 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + chr(51) + chr(1618 - 1567) + chr(867 - 815), 23279 - 23271), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(0b110101) + chr(0b100001 + 0o21), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b11011 + 0o33) + '\x36', 8), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10110 + 0o34) + chr(310 - 259) + chr(0b11110 + 0o30), 0o10), nzTpIcepk0o8('\x30' + chr(612 - 501) + chr(49) + chr(0b100011 + 0o15) + chr(0b110101), 14284 - 14276), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(55) + '\063', 42760 - 42752), nzTpIcepk0o8(chr(0b10110 + 0o32) + '\x6f' + chr(0b10100 + 0o35) + '\066' + chr(0b110000), 8), nzTpIcepk0o8(chr(715 - 667) + '\157' + '\066' + '\060', 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x34' + '\x32', ord("\x08")), nzTpIcepk0o8(chr(372 - 324) + '\x6f' + '\x31' + chr(0b110101) + '\x36', 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(111) + '\065' + '\060', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd6'), chr(100) + chr(0b1100101) + chr(0b101010 + 0o71) + '\157' + '\144' + chr(101))('\165' + '\164' + '\146' + chr(0b101101) + chr(489 - 433)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def sBQ8llVSoQWL(hXMPsSrOQzbh, fNAasCkJEM0V):
FfKOThdpoDTb = hXMPsSrOQzbh.client.GUKetu4xaGsJ(hXMPsSrOQzbh.lE9jqbzZIicn(fNAasCkJEM0V))
if FfKOThdpoDTb is None:
return None
return roI3spqORKae(LNUKEwZDIbyb, roI3spqORKae(ES5oEprVxulp(b'\xb7E\x10\x9d\xfd\xfbTwtcA\xeb'), '\x64' + '\x65' + chr(0b1100011) + '\157' + chr(7631 - 7531) + '\x65')('\165' + '\164' + '\146' + chr(0b11100 + 0o21) + chr(56)))(roI3spqORKae(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b'\x94J\x13\xab\xcf\xd27ym`I\xc8'), chr(5374 - 5274) + chr(0b1100000 + 0o5) + '\x63' + chr(6693 - 6582) + chr(100) + '\x65')('\165' + chr(11229 - 11113) + chr(102) + chr(0b101101) + chr(1724 - 1668)))()) |
aichaos/rivescript-python | rivescript/sorting.py | sort_trigger_set | def sort_trigger_set(triggers, exclude_previous=True, say=None):
"""Sort a group of triggers in optimal sorting order.
The optimal sorting order is, briefly:
* Atomic triggers (containing nothing but plain words and alternation
groups) are on top, with triggers containing the most words coming
first. Triggers with equal word counts are sorted by length, and then
alphabetically if they have the same length.
* Triggers containing optionals are sorted next, by word count like
atomic triggers.
* Triggers containing wildcards are next, with ``_`` (alphabetic)
wildcards on top, then ``#`` (numeric) and finally ``*``.
* At the bottom of the sorted list are triggers consisting of only a
single wildcard, in the order: ``_``, ``#``, ``*``.
Triggers that have ``{weight}`` tags are grouped together by weight
value and sorted amongst themselves. Higher weighted groups are then
ordered before lower weighted groups regardless of the normal sorting
algorithm.
Triggers that come from topics which inherit other topics are also
sorted with higher priority than triggers from the inherited topics.
Arguments:
triggers ([]str): Array of triggers to sort.
exclude_previous (bool): Create a sort buffer for 'previous' triggers.
say (function): A reference to ``RiveScript._say()`` or provide your
own function.
"""
if say is None:
say = lambda x: x
# KEEP IN MIND: the `triggers` array is composed of array elements of the form
# ["trigger text", pointer to trigger data]
# So this code will use e.g. `trig[0]` when referring to the trigger text.
# Create a list of trigger objects map.
trigger_object_list = []
for index, trig in enumerate(triggers):
if exclude_previous and trig[1]["previous"]:
continue
pattern = trig[0] # Extract only the text of the trigger, with possible tag of inherit
# See if it has a weight tag
match, weight = re.search(RE.weight, trig[0]), 0
if match: # Value of math is not None if there is a match.
weight = int(match.group(1)) # Get the weight from the tag ``{weight}``
# See if it has an inherits tag.
match = re.search(RE.inherit, pattern)
if match:
inherit = int(match.group(1)) # Get inherit value from the tag ``{inherit}``
say("\t\t\tTrigger belongs to a topic which inherits other topics: level=" + str(inherit))
triggers[index][0] = pattern = re.sub(RE.inherit, "", pattern) # Remove the inherit tag if any
else:
inherit = sys.maxsize # If not found any inherit, set it to the maximum value, to place it last in the sort
trigger_object_list.append(TriggerObj(pattern, index, weight, inherit))
# Priority order of sorting criteria:
# weight, inherit, is_empty, star, pound, under, option, wordcount, len, alphabet
sorted_list = sorted(trigger_object_list,
key=attrgetter('weight', 'inherit', 'is_empty', 'star', 'pound',
'under', 'option', 'wordcount', 'len', 'alphabet'))
return [triggers[item.index] for item in sorted_list] | python | def sort_trigger_set(triggers, exclude_previous=True, say=None):
"""Sort a group of triggers in optimal sorting order.
The optimal sorting order is, briefly:
* Atomic triggers (containing nothing but plain words and alternation
groups) are on top, with triggers containing the most words coming
first. Triggers with equal word counts are sorted by length, and then
alphabetically if they have the same length.
* Triggers containing optionals are sorted next, by word count like
atomic triggers.
* Triggers containing wildcards are next, with ``_`` (alphabetic)
wildcards on top, then ``#`` (numeric) and finally ``*``.
* At the bottom of the sorted list are triggers consisting of only a
single wildcard, in the order: ``_``, ``#``, ``*``.
Triggers that have ``{weight}`` tags are grouped together by weight
value and sorted amongst themselves. Higher weighted groups are then
ordered before lower weighted groups regardless of the normal sorting
algorithm.
Triggers that come from topics which inherit other topics are also
sorted with higher priority than triggers from the inherited topics.
Arguments:
triggers ([]str): Array of triggers to sort.
exclude_previous (bool): Create a sort buffer for 'previous' triggers.
say (function): A reference to ``RiveScript._say()`` or provide your
own function.
"""
if say is None:
say = lambda x: x
# KEEP IN MIND: the `triggers` array is composed of array elements of the form
# ["trigger text", pointer to trigger data]
# So this code will use e.g. `trig[0]` when referring to the trigger text.
# Create a list of trigger objects map.
trigger_object_list = []
for index, trig in enumerate(triggers):
if exclude_previous and trig[1]["previous"]:
continue
pattern = trig[0] # Extract only the text of the trigger, with possible tag of inherit
# See if it has a weight tag
match, weight = re.search(RE.weight, trig[0]), 0
if match: # Value of math is not None if there is a match.
weight = int(match.group(1)) # Get the weight from the tag ``{weight}``
# See if it has an inherits tag.
match = re.search(RE.inherit, pattern)
if match:
inherit = int(match.group(1)) # Get inherit value from the tag ``{inherit}``
say("\t\t\tTrigger belongs to a topic which inherits other topics: level=" + str(inherit))
triggers[index][0] = pattern = re.sub(RE.inherit, "", pattern) # Remove the inherit tag if any
else:
inherit = sys.maxsize # If not found any inherit, set it to the maximum value, to place it last in the sort
trigger_object_list.append(TriggerObj(pattern, index, weight, inherit))
# Priority order of sorting criteria:
# weight, inherit, is_empty, star, pound, under, option, wordcount, len, alphabet
sorted_list = sorted(trigger_object_list,
key=attrgetter('weight', 'inherit', 'is_empty', 'star', 'pound',
'under', 'option', 'wordcount', 'len', 'alphabet'))
return [triggers[item.index] for item in sorted_list] | [
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The optimal sorting order is, briefly:
* Atomic triggers (containing nothing but plain words and alternation
groups) are on top, with triggers containing the most words coming
first. Triggers with equal word counts are sorted by length, and then
alphabetically if they have the same length.
* Triggers containing optionals are sorted next, by word count like
atomic triggers.
* Triggers containing wildcards are next, with ``_`` (alphabetic)
wildcards on top, then ``#`` (numeric) and finally ``*``.
* At the bottom of the sorted list are triggers consisting of only a
single wildcard, in the order: ``_``, ``#``, ``*``.
Triggers that have ``{weight}`` tags are grouped together by weight
value and sorted amongst themselves. Higher weighted groups are then
ordered before lower weighted groups regardless of the normal sorting
algorithm.
Triggers that come from topics which inherit other topics are also
sorted with higher priority than triggers from the inherited topics.
Arguments:
triggers ([]str): Array of triggers to sort.
exclude_previous (bool): Create a sort buffer for 'previous' triggers.
say (function): A reference to ``RiveScript._say()`` or provide your
own function. | [
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"order",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/sorting.py#L52-L118 | train | Sort a group of triggers in optimal sorting order. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(0b110000) + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(49) + '\x37' + chr(1343 - 1292), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + '\063' + '\062' + chr(275 - 222), 0o10), nzTpIcepk0o8(chr(863 - 815) + '\x6f' + '\x31' + chr(0b10011 + 0o44), 57784 - 57776), nzTpIcepk0o8('\x30' + chr(0b1011110 + 0o21) + chr(0b10001 + 0o40) + '\063' + chr(0b100001 + 0o20), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x33' + chr(0b11111 + 0o27) + chr(2219 - 2164), 27728 - 27720), nzTpIcepk0o8('\x30' + chr(10874 - 10763) + '\x31' + chr(0b10011 + 0o37), ord("\x08")), nzTpIcepk0o8(chr(1260 - 1212) + chr(111) + '\063' + '\064' + chr(51), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\062' + '\x35' + '\x31', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100010 + 0o21) + chr(0b110000 + 0o7) + chr(2260 - 2212), 62360 - 62352), nzTpIcepk0o8(chr(0b110000) + chr(0b1011010 + 0o25) + chr(51) + chr(54) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110011) + '\063' + chr(1834 - 1782), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110011) + '\x31' + chr(0b10110 + 0o40), 0o10), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\157' + '\x35' + chr(0b110110), 0o10), nzTpIcepk0o8('\060' + chr(1594 - 1483) + chr(656 - 607) + chr(1297 - 1248) + chr(0b110110), 24825 - 24817), nzTpIcepk0o8(chr(48) + chr(3594 - 3483) + '\x31' + chr(48) + chr(52), 0o10), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\157' + chr(0b101110 + 0o5) + '\062' + chr(0b110110), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b101001 + 0o11) + chr(0b110111) + chr(1377 - 1322), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(49) + '\x36' + chr(2606 - 2552), 0b1000), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(111) + chr(53) + chr(1319 - 1267), 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + chr(0b1000100 + 0o53) + chr(0b110 + 0o55) + chr(957 - 909) + chr(0b101100 + 0o12), 61898 - 61890), nzTpIcepk0o8('\060' + '\x6f' + chr(2440 - 2389) + chr(699 - 648), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\066' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(50) + chr(52) + '\066', 0o10), nzTpIcepk0o8(chr(72 - 24) + '\x6f' + chr(49) + '\x33' + '\063', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(52) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\157' + chr(172 - 123) + chr(51) + chr(0b111 + 0o56), 0o10), nzTpIcepk0o8(chr(48) + '\157' + chr(0b11 + 0o56) + chr(0b110100) + '\060', 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10 + 0o61) + '\061' + chr(0b110001), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b110000) + chr(0b101110 + 0o4), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1010111 + 0o30) + '\062' + '\064' + '\x37', 0b1000), nzTpIcepk0o8(chr(0b10111 + 0o31) + '\157' + '\x31' + chr(0b110100) + '\063', 0b1000), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(0b1101111) + chr(0b11111 + 0o23) + chr(0b110100 + 0o1) + '\x35', 9243 - 9235), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1041 - 986), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b110110) + chr(1531 - 1483), ord("\x08")), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(111) + '\x33' + chr(779 - 724) + chr(0b110100), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x31' + chr(0b11011 + 0o33) + chr(52), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + '\062' + chr(54), 0b1000), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b101010 + 0o105) + chr(0b110010) + chr(0b110101) + chr(49), 8), nzTpIcepk0o8(chr(717 - 669) + chr(8498 - 8387) + chr(54) + '\066', 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b11000 + 0o30) + '\157' + chr(0b1110 + 0o47) + chr(1102 - 1054), 42798 - 42790)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xee'), chr(6526 - 6426) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b11110 + 0o107))(chr(0b1110101) + chr(0b1110100) + chr(3848 - 3746) + chr(0b100010 + 0o13) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def x8sP_VFwb80p(dEkkN6MfKMXc, BeqcS6KnkuRU=nzTpIcepk0o8(chr(2288 - 2240) + '\x6f' + chr(49), ord("\x08")), CjvhCA9oSVuN=None):
if CjvhCA9oSVuN is None:
def CjvhCA9oSVuN(bI5jsQ9OkQtj):
return bI5jsQ9OkQtj
vLDwPrQm90kE = []
for (ZpfN5tSLaZze, LcB90UcDdLVc) in _kV_Bomx8PZ4(dEkkN6MfKMXc):
if BeqcS6KnkuRU and LcB90UcDdLVc[nzTpIcepk0o8(chr(0b110000) + chr(0b1100001 + 0o16) + chr(0b110001), 8)][roI3spqORKae(ES5oEprVxulp(b'\xb0\t\xb0y0\x98\x7f\x90'), chr(100) + chr(101) + chr(0b1100011) + '\157' + '\144' + chr(1607 - 1506))('\165' + chr(0b1010001 + 0o43) + chr(102) + chr(0b100101 + 0o10) + chr(56))]:
continue
UYtHA0XyNB9C = LcB90UcDdLVc[nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b10000 + 0o40), ord("\x08"))]
(hk9OijmiC_zA, iBxKYeMqq_Bt) = (aoTc4YA2bs2R.DaZ8InzQgFJv(KM9siTbfdQ9K.weight, LcB90UcDdLVc[nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110 + 0o52), 8)]), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(111) + '\060', 8))
if hk9OijmiC_zA:
iBxKYeMqq_Bt = nzTpIcepk0o8(hk9OijmiC_zA.F9lJ8RbIonqb(nzTpIcepk0o8('\x30' + '\x6f' + '\x31', 8)))
hk9OijmiC_zA = aoTc4YA2bs2R.DaZ8InzQgFJv(KM9siTbfdQ9K.inherit, UYtHA0XyNB9C)
if hk9OijmiC_zA:
U9A9EHcJ1tlr = nzTpIcepk0o8(hk9OijmiC_zA.F9lJ8RbIonqb(nzTpIcepk0o8('\060' + chr(9012 - 8901) + chr(0b110001), 8)))
CjvhCA9oSVuN(roI3spqORKae(ES5oEprVxulp(b"\xc9r\xdc[+\x9em\x84\xcc\x8a\xd5\xbe\xabB!*\xb1\xccVX\xa9;S\x86/\x0f-\t\xaa\xa2\xd0\x0b\xc4d\xd8\xdc\x1d\xf8\xc1S\xb2\x12\xa1|y\x98~\x8b\xcc\x8a\xd5\xa8\xa1^''\xa5\x85V@\xa3mW\xcaf"), chr(0b100101 + 0o77) + chr(117 - 16) + chr(7752 - 7653) + chr(7273 - 7162) + chr(100) + chr(0b1110 + 0o127))(chr(117) + '\164' + chr(0b1100110) + chr(0b101101) + '\x38') + N9zlRy29S1SS(U9A9EHcJ1tlr))
dEkkN6MfKMXc[ZpfN5tSLaZze][nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(0b111 + 0o150) + chr(48), 8)] = UYtHA0XyNB9C = aoTc4YA2bs2R._zPndKq6xMgp(KM9siTbfdQ9K.inherit, roI3spqORKae(ES5oEprVxulp(b''), chr(5188 - 5088) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(0b100100 + 0o101))('\x75' + chr(0b1110100) + chr(0b11011 + 0o113) + chr(0b101010 + 0o3) + chr(56)), UYtHA0XyNB9C)
else:
U9A9EHcJ1tlr = bpyfpu4kTbwL.dBoAdI4VXO5l
roI3spqORKae(vLDwPrQm90kE, roI3spqORKae(ES5oEprVxulp(b'\x88/\x86;!\x90M\x8c\xc3\x97\xa0\xe9'), '\144' + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(116) + chr(102) + chr(45) + chr(462 - 406)))(vfsgGWbAXtJp(UYtHA0XyNB9C, ZpfN5tSLaZze, iBxKYeMqq_Bt, U9A9EHcJ1tlr))
CTzE4tufi4Jt = V3OlOVg98A85(vLDwPrQm90kE, key=fmSi3JkEjLFm(roI3spqORKae(ES5oEprVxulp(b'\xb7\x1e\xbch1\x83'), chr(100) + '\145' + chr(2784 - 2685) + chr(111) + chr(0b1100100) + '\x65')('\x75' + chr(116) + chr(6461 - 6359) + chr(45) + chr(1024 - 968)), roI3spqORKae(ES5oEprVxulp(b'\xa9\x15\xbdj+\x9e~'), chr(0b101100 + 0o70) + chr(0b1011010 + 0o13) + chr(0b1100011) + chr(111) + chr(468 - 368) + chr(6883 - 6782))(chr(2794 - 2677) + chr(1302 - 1186) + chr(0b1010 + 0o134) + '\x2d' + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xa9\x08\x8aj4\x87~\x9a'), chr(0b101111 + 0o65) + '\x65' + chr(0b1100011) + chr(111) + chr(187 - 87) + '\x65')(chr(0b1000100 + 0o61) + chr(0b1110100) + chr(102) + chr(334 - 289) + '\x38'), roI3spqORKae(ES5oEprVxulp(b'\xb3\x0f\xb4}'), chr(6816 - 6716) + chr(0b1100101) + chr(7954 - 7855) + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + '\x2d' + chr(709 - 653)), roI3spqORKae(ES5oEprVxulp(b'\xb0\x14\xa0a='), chr(0b1100100) + '\x65' + '\x63' + chr(111) + '\x64' + chr(2521 - 2420))(chr(117) + chr(0b111111 + 0o65) + chr(0b11100 + 0o112) + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xb5\x15\xb1j+'), '\x64' + chr(4404 - 4303) + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(10080 - 9963) + chr(0b1110100) + '\146' + chr(0b10 + 0o53) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'\xaf\x0b\xa1f6\x99'), chr(5925 - 5825) + chr(0b1100101) + '\x63' + chr(0b101011 + 0o104) + chr(100) + '\x65')(chr(0b110100 + 0o101) + chr(116) + '\x66' + chr(0b101001 + 0o4) + '\070'), roI3spqORKae(ES5oEprVxulp(b'\xb7\x14\xa7k:\x98\x7f\x8d\xdd'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)), roI3spqORKae(ES5oEprVxulp(b'\xac\x1e\xbb'), chr(5074 - 4974) + chr(0b10010 + 0o123) + chr(5905 - 5806) + chr(0b1001010 + 0o45) + '\144' + chr(0b101111 + 0o66))(chr(0b1001111 + 0o46) + chr(0b1011110 + 0o26) + '\146' + '\x2d' + chr(1300 - 1244)), roI3spqORKae(ES5oEprVxulp(b'\xa1\x17\xa5g8\x95o\x97'), chr(100) + '\145' + '\143' + '\157' + chr(0b1100100) + '\145')(chr(0b10001 + 0o144) + chr(0b111010 + 0o72) + chr(0b1100110) + chr(45) + '\x38')))
return [dEkkN6MfKMXc[roI3spqORKae(IZ1I2J8X1CQz, roI3spqORKae(ES5oEprVxulp(b'\x9a\x0b\xb3Al\x83Y\xaf\xc8\xa2\x8f\xb9'), '\x64' + chr(8356 - 8255) + '\143' + chr(0b1000110 + 0o51) + chr(0b110001 + 0o63) + chr(3523 - 3422))(chr(0b1110101) + chr(0b1000011 + 0o61) + chr(0b10111 + 0o117) + chr(0b1011 + 0o42) + chr(0b110000 + 0o10)))] for IZ1I2J8X1CQz in CTzE4tufi4Jt] |
aichaos/rivescript-python | rivescript/sorting.py | sort_list | def sort_list(items):
"""Sort a simple list by number of words and length."""
# Track by number of words.
track = {}
def by_length(word1, word2):
return len(word2) - len(word1)
# Loop through each item.
for item in items:
# Count the words.
cword = utils.word_count(item, all=True)
if cword not in track:
track[cword] = []
track[cword].append(item)
# Sort them.
output = []
for count in sorted(track.keys(), reverse=True):
sort = sorted(track[count], key=len, reverse=True)
output.extend(sort)
return output | python | def sort_list(items):
"""Sort a simple list by number of words and length."""
# Track by number of words.
track = {}
def by_length(word1, word2):
return len(word2) - len(word1)
# Loop through each item.
for item in items:
# Count the words.
cword = utils.word_count(item, all=True)
if cword not in track:
track[cword] = []
track[cword].append(item)
# Sort them.
output = []
for count in sorted(track.keys(), reverse=True):
sort = sorted(track[count], key=len, reverse=True)
output.extend(sort)
return output | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/sorting.py#L120-L143 | train | Sort a simple list by number of words and length. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(302 - 191) + chr(0b110001) + chr(0b110110) + chr(264 - 209), 57196 - 57188), nzTpIcepk0o8('\060' + '\157' + chr(1843 - 1793) + chr(0b101000 + 0o10) + chr(0b1 + 0o65), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110110) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(50 - 2) + chr(2054 - 1943) + '\063' + chr(54) + chr(0b110100), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(50) + '\067' + chr(0b101010 + 0o15), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b1000 + 0o51) + chr(1402 - 1349) + chr(53), 42692 - 42684), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + chr(0b101010 + 0o7) + chr(54) + chr(0b101111 + 0o10), 8), nzTpIcepk0o8('\060' + chr(111) + '\061' + '\x34' + chr(785 - 734), 0o10), nzTpIcepk0o8('\x30' + chr(0b1000110 + 0o51) + '\063' + chr(1664 - 1616) + '\x32', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + chr(53), 0b1000), nzTpIcepk0o8('\060' + chr(12183 - 12072) + '\061' + chr(0b110001) + '\x37', 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1653 - 1604) + chr(0b110111) + chr(52), 0o10), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1101111) + chr(49) + '\x30' + chr(0b110011 + 0o4), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b111 + 0o53) + chr(0b1100 + 0o45) + chr(0b110110), 4655 - 4647), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + '\065' + chr(505 - 457), 0o10), nzTpIcepk0o8(chr(48) + chr(0b100001 + 0o116) + '\063' + chr(0b110101) + chr(0b10100 + 0o43), 0b1000), nzTpIcepk0o8(chr(929 - 881) + chr(9513 - 9402) + '\062' + chr(49) + '\062', 12477 - 12469), nzTpIcepk0o8(chr(0b100110 + 0o12) + '\x6f' + chr(0b110110) + chr(52), 0o10), nzTpIcepk0o8(chr(48) + chr(12172 - 12061) + chr(49) + '\060' + chr(0b11 + 0o57), 0b1000), nzTpIcepk0o8(chr(840 - 792) + '\x6f' + chr(50) + chr(0b110011) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(111) + chr(1634 - 1584) + '\063' + chr(0b0 + 0o60), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + chr(1694 - 1643) + '\x31', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x32' + chr(1935 - 1881) + chr(0b110 + 0o56), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x36' + chr(0b101010 + 0o7), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b10000 + 0o137) + chr(0b110010) + chr(1043 - 992) + chr(140 - 87), 8), nzTpIcepk0o8(chr(0b101111 + 0o1) + chr(7656 - 7545) + chr(0b110001) + chr(0b110000) + chr(53), 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(10437 - 10326) + chr(52) + chr(0b100000 + 0o26), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b10010 + 0o135) + '\x32' + chr(0b100101 + 0o13) + '\060', 35141 - 35133), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001 + 0o1) + chr(0b110011) + chr(0b1000 + 0o50), 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + chr(2269 - 2221) + '\067', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(258 - 208) + '\063' + chr(804 - 756), 8), nzTpIcepk0o8(chr(0b110000) + chr(6741 - 6630) + chr(51) + '\065' + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b1011 + 0o47) + '\x30' + '\061', 39532 - 39524), nzTpIcepk0o8('\x30' + chr(0b1011101 + 0o22) + '\x32' + '\062' + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b11000 + 0o127) + '\x31' + '\x32' + chr(0b110100 + 0o2), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(54) + chr(0b110011), 60029 - 60021), nzTpIcepk0o8(chr(48) + chr(6644 - 6533) + chr(0b1011 + 0o50) + chr(55) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(1235 - 1185) + chr(0b110100), 59311 - 59303), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1966 - 1916) + chr(3024 - 2969), 0o10), nzTpIcepk0o8('\x30' + chr(2511 - 2400) + chr(0b1000 + 0o52) + chr(48) + '\x31', 8)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(502 - 449) + chr(0b101111 + 0o1), 43870 - 43862)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'Y'), chr(9337 - 9237) + chr(101) + '\x63' + chr(4070 - 3959) + chr(100) + '\145')('\x75' + chr(0b101100 + 0o110) + '\x66' + chr(0b101101) + chr(0b11101 + 0o33)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def BCMDf0Npi7D6(Y_nNEzH43vXi):
HA3qWGpbB6ny = {}
def eTSWjPQg3oRt(jA5JtKKfOVZ8, NRcy66K1PjSY):
return ftfygxgFas5X(NRcy66K1PjSY) - ftfygxgFas5X(jA5JtKKfOVZ8)
for IZ1I2J8X1CQz in Y_nNEzH43vXi:
lcrPuwU_pzCP = yees6wiSqIcB.word_count(IZ1I2J8X1CQz, all=nzTpIcepk0o8('\x30' + '\x6f' + '\x31', 0b1000))
if lcrPuwU_pzCP not in HA3qWGpbB6ny:
HA3qWGpbB6ny[lcrPuwU_pzCP] = []
roI3spqORKae(HA3qWGpbB6ny[lcrPuwU_pzCP], roI3spqORKae(ES5oEprVxulp(b'?\xd2f\xc0\xc7\n0\x0c\xa8b\x1aI'), '\x64' + '\x65' + chr(0b100110 + 0o75) + '\x6f' + chr(4186 - 4086) + chr(4753 - 4652))(chr(0b1000001 + 0o64) + '\164' + chr(0b1011101 + 0o11) + '\x2d' + chr(0b111000)))(IZ1I2J8X1CQz)
toKQXlEvBKaK = []
for sQSWKlURp7QK in V3OlOVg98A85(roI3spqORKae(HA3qWGpbB6ny, roI3spqORKae(ES5oEprVxulp(b'\x1c\xe3L\x87'), chr(100) + '\x65' + chr(0b1100011) + chr(2265 - 2154) + chr(0b1011100 + 0o10) + '\145')(chr(2021 - 1904) + chr(116) + chr(102) + chr(0b101101) + '\x38'))(), reverse=nzTpIcepk0o8(chr(0b11100 + 0o24) + chr(1188 - 1077) + chr(2059 - 2010), 8)):
ZfRO3c5LI_Bg = V3OlOVg98A85(HA3qWGpbB6ny[sQSWKlURp7QK], key=ftfygxgFas5X, reverse=nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001), 8))
roI3spqORKae(toKQXlEvBKaK, roI3spqORKae(ES5oEprVxulp(b'#\xd9\x06\xb9\xd0\t;4\x9dO-\r'), '\144' + chr(4327 - 4226) + '\143' + chr(1006 - 895) + chr(6216 - 6116) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b111011 + 0o53) + chr(45) + chr(1310 - 1254)))(ZfRO3c5LI_Bg)
return toKQXlEvBKaK |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.load_directory | def load_directory(self, directory, ext=None):
"""Load RiveScript documents from a directory.
:param str directory: The directory of RiveScript documents to load
replies from.
:param []str ext: List of file extensions to consider as RiveScript
documents. The default is ``[".rive", ".rs"]``.
"""
self._say("Loading from directory: " + directory)
if ext is None:
# Use the default extensions - .rive is preferable.
ext = ['.rive', '.rs']
elif type(ext) == str:
# Backwards compatibility for ext being a string value.
ext = [ext]
if not os.path.isdir(directory):
self._warn("Error: " + directory + " is not a directory.")
return
for root, subdirs, files in os.walk(directory):
for file in files:
for extension in ext:
if file.lower().endswith(extension):
# Load this file.
self.load_file(os.path.join(root, file))
break | python | def load_directory(self, directory, ext=None):
"""Load RiveScript documents from a directory.
:param str directory: The directory of RiveScript documents to load
replies from.
:param []str ext: List of file extensions to consider as RiveScript
documents. The default is ``[".rive", ".rs"]``.
"""
self._say("Loading from directory: " + directory)
if ext is None:
# Use the default extensions - .rive is preferable.
ext = ['.rive', '.rs']
elif type(ext) == str:
# Backwards compatibility for ext being a string value.
ext = [ext]
if not os.path.isdir(directory):
self._warn("Error: " + directory + " is not a directory.")
return
for root, subdirs, files in os.walk(directory):
for file in files:
for extension in ext:
if file.lower().endswith(extension):
# Load this file.
self.load_file(os.path.join(root, file))
break | [
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"directory",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L165-L192 | train | Load RiveScript documents from a directory. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b110011 + 0o74) + '\x33' + chr(55) + chr(0b100110 + 0o20), 0b1000), nzTpIcepk0o8('\x30' + chr(0b110110 + 0o71) + chr(1034 - 983) + '\064' + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(1558 - 1510) + chr(0b1101111) + chr(753 - 703) + chr(49) + '\064', 21342 - 21334), nzTpIcepk0o8('\x30' + chr(111) + chr(0b101010 + 0o10) + chr(0b0 + 0o67) + chr(52), 1809 - 1801), nzTpIcepk0o8(chr(48) + '\157' + '\061' + chr(0b110010) + '\x33', 0o10), nzTpIcepk0o8(chr(0b101101 + 0o3) + '\157' + '\x31' + chr(0b11110 + 0o31) + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(4777 - 4666) + chr(1933 - 1884) + '\x30' + '\x35', 25132 - 25124), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b10000 + 0o46) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + chr(0b100100 + 0o20) + '\x34', 0b1000), nzTpIcepk0o8('\060' + chr(3922 - 3811) + chr(0b110011) + chr(0b10 + 0o60) + chr(1640 - 1585), ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(111) + '\063' + '\x37' + chr(49), 14218 - 14210), nzTpIcepk0o8(chr(48) + '\157' + '\061' + chr(0b1011 + 0o53) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(463 - 415) + chr(0b110 + 0o151) + chr(51) + '\060' + chr(0b110000), 18090 - 18082), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110001) + chr(0b10000 + 0o45) + chr(1936 - 1888), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001 + 0o2) + '\064' + chr(49), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + '\067' + chr(0b110111), 36541 - 36533), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110111) + chr(49), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(53) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b10 + 0o155) + chr(0b100001 + 0o22) + '\065' + chr(0b101 + 0o62), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(3315 - 3204) + chr(2276 - 2227) + chr(1872 - 1822) + '\066', 62389 - 62381), nzTpIcepk0o8('\060' + '\x6f' + '\x32' + chr(2045 - 1995) + chr(2033 - 1978), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(1630 - 1519) + chr(293 - 244) + chr(0b101001 + 0o10) + chr(55), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(0b111100 + 0o63) + chr(515 - 465) + chr(0b101001 + 0o7), 0b1000), nzTpIcepk0o8('\x30' + chr(4114 - 4003) + '\063' + chr(48) + chr(2842 - 2788), 0o10), nzTpIcepk0o8('\x30' + chr(0b1100011 + 0o14) + '\x32' + chr(0b110110) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(1451 - 1403) + chr(111) + chr(49) + '\062' + '\x33', 8), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1101111) + chr(524 - 473) + '\x35' + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(1182 - 1134) + '\157' + chr(0b1000 + 0o53) + chr(288 - 233) + '\061', 8), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + chr(51) + chr(0b110101) + chr(650 - 602), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b101101 + 0o6) + chr(55) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(994 - 943) + chr(53) + '\x34', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(50) + chr(0b11010 + 0o32), 0b1000), nzTpIcepk0o8(chr(1861 - 1813) + chr(1389 - 1278) + chr(662 - 613) + chr(2664 - 2612) + chr(0b110111), 57131 - 57123), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + chr(346 - 294), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(8194 - 8083) + '\x31' + chr(0b111 + 0o56) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b100101 + 0o112) + chr(0b110011) + chr(0b110101) + chr(1688 - 1633), 8), nzTpIcepk0o8(chr(435 - 387) + chr(7844 - 7733) + chr(0b110011) + '\x33' + chr(55), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(2012 - 1901) + chr(1959 - 1910) + '\x37' + chr(0b10000 + 0o40), 0b1000), nzTpIcepk0o8('\x30' + chr(2793 - 2682) + '\062' + chr(536 - 485) + chr(1991 - 1943), 5314 - 5306)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b1000 + 0o50) + '\x6f' + chr(0b10010 + 0o43) + chr(48), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xd0'), '\144' + '\x65' + chr(0b1001001 + 0o32) + '\x6f' + chr(3016 - 2916) + '\145')(chr(178 - 61) + chr(116) + chr(0b1100110) + chr(591 - 546) + chr(2308 - 2252)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def kx7XRuz6AirO(hXMPsSrOQzbh, InVoWQwNBeGF, MEyQziOWmxIx=None):
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa1\x90\xed\xc5'), chr(0b1000001 + 0o43) + chr(1455 - 1354) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(4083 - 3982))('\165' + chr(0b101101 + 0o107) + chr(102) + '\055' + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\xb2\x8c\xed\xd8:\x14"\x16\x82\xa5\x96\x1a\xe0\x0c\x88\x8d\\\x0ci\x80$\xeeu0'), chr(100) + '\145' + chr(6984 - 6885) + chr(0b1101111) + chr(0b110010 + 0o62) + '\145')('\165' + chr(116) + chr(0b1011010 + 0o14) + chr(45) + chr(0b111000)) + InVoWQwNBeGF)
if MEyQziOWmxIx is None:
MEyQziOWmxIx = [roI3spqORKae(ES5oEprVxulp(b'\xd0\x91\xe5\xca6'), chr(0b1100100) + chr(0b1010000 + 0o25) + chr(2297 - 2198) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(116) + chr(0b1100011 + 0o3) + '\x2d' + chr(1436 - 1380)), roI3spqORKae(ES5oEprVxulp(b'\xd0\x91\xff'), chr(100) + chr(101) + chr(0b1001110 + 0o25) + chr(0b100110 + 0o111) + chr(7244 - 7144) + chr(3294 - 3193))(chr(117) + chr(0b1110100) + '\146' + '\x2d' + chr(73 - 17))]
elif suIjIS24Zkqw(MEyQziOWmxIx, N9zlRy29S1SS):
MEyQziOWmxIx = [MEyQziOWmxIx]
if not roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xa6\x8b\xdc\x8d\t\x0e\x07\x0f\x85\x86\x835'), chr(9070 - 8970) + '\145' + '\x63' + chr(0b1101111) + chr(0b1011000 + 0o14) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(209 - 164) + chr(1804 - 1748)))(InVoWQwNBeGF):
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xa1\x94\xed\xce='), chr(0b1100100) + chr(0b1100101) + chr(8989 - 8890) + '\157' + '\x64' + chr(0b1011100 + 0o11))(chr(0b1110101) + chr(3489 - 3373) + '\146' + chr(1187 - 1142) + chr(2086 - 2030)))(roI3spqORKae(ES5oEprVxulp(b'\xbb\x91\xfe\xd3!@e'), chr(0b111100 + 0o50) + chr(0b1100101) + chr(9583 - 9484) + chr(0b1101111) + '\x64' + chr(101))('\x75' + '\x74' + '\146' + chr(0b100011 + 0o12) + chr(0b101111 + 0o11)) + InVoWQwNBeGF + roI3spqORKae(ES5oEprVxulp(b'\xde\x8a\xff\x9c=\x151\x16\x85\xf7\x9d\x1e\xb2\r\x82\x8bV\x1dd\xc1'), chr(0b1000110 + 0o36) + chr(101) + '\143' + '\157' + '\x64' + chr(1629 - 1528))(chr(8632 - 8515) + '\164' + '\146' + '\x2d' + chr(2834 - 2778)))
return
for (kF9CWBi2ucGu, z1Zu5EHhX7E9, wR5_YWECjaY7) in roI3spqORKae(aHUqKstZLeS6, roI3spqORKae(ES5oEprVxulp(b'\xb4\xae\xda\xcf9K\x00g\xb0\xa2\x96-'), '\144' + chr(0b1100101) + chr(0b1010011 + 0o20) + '\157' + chr(0b1100100) + '\145')(chr(0b1100000 + 0o25) + chr(116) + chr(102) + chr(1758 - 1713) + chr(722 - 666)))(InVoWQwNBeGF):
for GtsVUCYulgYX in wR5_YWECjaY7:
for hGd82gLxMaz9 in MEyQziOWmxIx:
if roI3spqORKae(GtsVUCYulgYX.lower(), roI3spqORKae(ES5oEprVxulp(b'\xb7\xda\xea\xf7\x1a9\x04z\x85\xa2\xb3\x05'), chr(0b1100100) + chr(0b100111 + 0o76) + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(10225 - 10108) + '\x74' + '\146' + chr(45) + '\070'))(hGd82gLxMaz9):
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x99\xd1\xbe\xcf"\x14-Z\xa2\xa0\x88&'), chr(100) + chr(0b10100 + 0o121) + '\143' + chr(0b1101111) + '\144' + chr(101))('\x75' + chr(116) + chr(7258 - 7156) + '\x2d' + chr(0b111000)))(roI3spqORKae(aHUqKstZLeS6.path, roI3spqORKae(ES5oEprVxulp(b'\xa7\xd7\xf5\xf1j8&P\xb0\x94\xb7\x06'), chr(2464 - 2364) + chr(0b111001 + 0o54) + '\x63' + chr(10079 - 9968) + chr(100) + '\x65')(chr(6363 - 6246) + '\164' + chr(0b1100110) + chr(1932 - 1887) + chr(882 - 826)))(kF9CWBi2ucGu, GtsVUCYulgYX))
break |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.load_file | def load_file(self, filename):
"""Load and parse a RiveScript document.
:param str filename: The path to a RiveScript file.
"""
self._say("Loading file: " + filename)
fh = codecs.open(filename, 'r', 'utf-8')
lines = fh.readlines()
fh.close()
self._say("Parsing " + str(len(lines)) + " lines of code from " + filename)
self._parse(filename, lines) | python | def load_file(self, filename):
"""Load and parse a RiveScript document.
:param str filename: The path to a RiveScript file.
"""
self._say("Loading file: " + filename)
fh = codecs.open(filename, 'r', 'utf-8')
lines = fh.readlines()
fh.close()
self._say("Parsing " + str(len(lines)) + " lines of code from " + filename)
self._parse(filename, lines) | [
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... | Load and parse a RiveScript document.
:param str filename: The path to a RiveScript file. | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L194-L206 | train | Load and parse a RiveScript file. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(2525 - 2414) + chr(0b100000 + 0o23) + '\062' + chr(809 - 756), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110110) + chr(54), 41877 - 41869), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + '\064' + chr(0b100101 + 0o22), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(50) + '\067' + '\062', 21696 - 21688), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + '\x36' + chr(2261 - 2207), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b10001 + 0o136) + chr(0b110001) + '\x31' + '\x32', 64790 - 64782), nzTpIcepk0o8('\060' + chr(5111 - 5000) + chr(51) + '\x32' + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(171 - 121) + '\066', ord("\x08")), nzTpIcepk0o8('\x30' + chr(10805 - 10694) + chr(54), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b111 + 0o54) + '\065' + chr(0b11110 + 0o26), 0o10), nzTpIcepk0o8('\x30' + chr(11000 - 10889) + chr(52) + chr(0b1100 + 0o47), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b10101 + 0o35) + chr(1114 - 1063) + chr(53), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(425 - 374) + chr(0b110011) + chr(1744 - 1694), ord("\x08")), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(111) + '\062' + chr(0b110111) + chr(51), 0b1000), nzTpIcepk0o8(chr(291 - 243) + chr(3541 - 3430) + chr(51) + chr(0b110011) + chr(2355 - 2300), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b100000 + 0o23) + chr(54) + chr(0b100010 + 0o22), 33506 - 33498), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(0b1000010 + 0o55) + '\x32' + '\061', 0b1000), nzTpIcepk0o8('\060' + chr(0b11010 + 0o125) + chr(0b110010) + chr(153 - 101) + '\x31', 0b1000), nzTpIcepk0o8('\060' + chr(10720 - 10609) + chr(0b110010) + chr(1776 - 1728) + chr(0b110000 + 0o4), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(2060 - 2008) + '\062', ord("\x08")), nzTpIcepk0o8(chr(0b101 + 0o53) + '\x6f' + chr(0b1000 + 0o52) + chr(51) + chr(2545 - 2494), ord("\x08")), nzTpIcepk0o8(chr(356 - 308) + chr(0b1101111) + chr(1132 - 1083) + chr(0b110111), 51128 - 51120), nzTpIcepk0o8(chr(0b100011 + 0o15) + '\x6f' + chr(50) + chr(0b110010) + chr(0b11001 + 0o34), 0o10), nzTpIcepk0o8(chr(1728 - 1680) + '\157' + '\x34', 0o10), nzTpIcepk0o8(chr(532 - 484) + chr(0b1101111) + '\063' + chr(54) + chr(0b110000), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(1241 - 1192) + chr(1596 - 1542) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(2454 - 2402) + '\065', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(2391 - 2342) + chr(0b110 + 0o61) + chr(50), 3104 - 3096), nzTpIcepk0o8(chr(48) + chr(8496 - 8385) + chr(2394 - 2343) + chr(51) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b111001 + 0o66) + chr(0b110010) + chr(0b110101) + chr(0b110111), 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(0b110011), 5212 - 5204), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(0b110111) + '\x32', 0o10), nzTpIcepk0o8(chr(48) + chr(5269 - 5158) + '\x33' + chr(0b10110 + 0o33) + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + chr(0b110101) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(1329 - 1281) + chr(0b1101111) + '\x31' + '\x32' + chr(53), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(51) + chr(54), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11 + 0o57) + chr(0b110011) + chr(0b11011 + 0o31), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111 + 0o0) + chr(1177 - 1128) + chr(49) + '\x35', 41280 - 41272), nzTpIcepk0o8(chr(48) + chr(0b1001001 + 0o46) + chr(0b10000 + 0o42) + chr(490 - 437) + chr(0b10 + 0o64), 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(0b1101 + 0o142) + '\066' + chr(0b110110), 8)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1010100 + 0o33) + chr(53) + chr(0b110000), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xfb'), chr(0b1100100) + chr(0b100101 + 0o100) + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(117) + chr(116) + '\146' + chr(1431 - 1386) + chr(0b110 + 0o62)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def g22sqnhlFwqQ(hXMPsSrOQzbh, FxZHtXEolYsL):
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x8aE\xc6\xc3'), '\144' + '\x65' + chr(2215 - 2116) + chr(0b101011 + 0o104) + '\x64' + '\145')('\165' + chr(0b1110100) + chr(0b1011111 + 0o7) + '\055' + chr(1691 - 1635)))(roI3spqORKae(ES5oEprVxulp(b'\x99Y\xc6\xde\xdf$\xb4\xb6`\x85O\xf8\xe0\x9b'), chr(9963 - 9863) + chr(0b1100101) + '\x63' + chr(7764 - 7653) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(8658 - 8556) + chr(0b101101) + '\x38') + FxZHtXEolYsL)
ghfrO2vbANu_ = Hj8X5RtMNBIn.DnU3Rq9N5ala(FxZHtXEolYsL, roI3spqORKae(ES5oEprVxulp(b'\xa7'), '\x64' + chr(0b1101 + 0o130) + chr(0b1010010 + 0o21) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(2187 - 2131)), roI3spqORKae(ES5oEprVxulp(b'\xa0B\xc1\x97\x8e'), chr(2575 - 2475) + chr(0b10011 + 0o122) + chr(99) + chr(4732 - 4621) + chr(0b1100100) + chr(0b11010 + 0o113))(chr(117) + chr(0b10110 + 0o136) + chr(6753 - 6651) + chr(45) + chr(0b110111 + 0o1)))
vniSnlI09HNg = ghfrO2vbANu_.TKmlmUjNQ4dY()
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'\x8fS\xd6\x8d\xf5)\xb5\xafS\x88\x1b\xf7'), chr(100) + '\145' + chr(99) + chr(0b1100101 + 0o12) + chr(2512 - 2412) + '\145')('\x75' + chr(0b1000000 + 0o64) + chr(0b1100110) + chr(45) + '\x38'))()
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x8aE\xc6\xc3'), '\144' + chr(0b1100101) + '\143' + '\x6f' + chr(100) + '\x65')('\x75' + '\x74' + chr(0b1100110) + '\055' + '\070'))(roI3spqORKae(ES5oEprVxulp(b'\x85W\xd5\xc9\xdf$\xb4\xb6'), chr(0b1100100) + chr(101) + chr(0b100110 + 0o75) + chr(4265 - 4154) + chr(0b1100100) + '\x65')('\165' + chr(12734 - 12618) + chr(0b1100110) + chr(0b101101) + chr(1404 - 1348)) + N9zlRy29S1SS(ftfygxgFas5X(vniSnlI09HNg)) + roI3spqORKae(ES5oEprVxulp(b'\xf5Z\xce\xd4\xd39\xf3\xf9`\xcc@\xf2\xbe\xde\xff\x92c\xce\xe9\xc2'), chr(0b1100100) + chr(0b1100101) + chr(9028 - 8929) + '\x6f' + '\144' + chr(0b1000100 + 0o41))(chr(0b101001 + 0o114) + '\164' + chr(102) + chr(1115 - 1070) + '\x38') + FxZHtXEolYsL)
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x91g\xca\xd7\xf8\x06\x8a\xafm\xd5z\xfa'), '\144' + '\145' + chr(5755 - 5656) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b1110100) + '\146' + chr(45) + chr(0b100110 + 0o22)))(FxZHtXEolYsL, vniSnlI09HNg) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.stream | def stream(self, code):
"""Stream in RiveScript source code dynamically.
:param code: Either a string containing RiveScript code or an array of
lines of RiveScript code.
"""
self._say("Streaming code.")
if type(code) in [str, text_type]:
code = code.split("\n")
self._parse("stream()", code) | python | def stream(self, code):
"""Stream in RiveScript source code dynamically.
:param code: Either a string containing RiveScript code or an array of
lines of RiveScript code.
"""
self._say("Streaming code.")
if type(code) in [str, text_type]:
code = code.split("\n")
self._parse("stream()", code) | [
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"dynamically",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L208-L217 | train | Stream in RiveScript source code dynamically. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + '\x6f' + chr(51) + chr(0b1110 + 0o45) + '\x30', 45136 - 45128), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b1001 + 0o51) + chr(54) + '\x37', 41251 - 41243), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + '\062' + chr(1915 - 1861) + chr(1831 - 1778), 0o10), nzTpIcepk0o8(chr(48) + chr(0b10 + 0o155) + chr(2196 - 2146) + chr(483 - 428) + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(50) + chr(50) + '\062', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + chr(854 - 800) + '\067', ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\064' + chr(1664 - 1614), 0o10), nzTpIcepk0o8('\060' + chr(0b1101110 + 0o1) + chr(0b11111 + 0o22), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110110) + chr(0b110000), 34810 - 34802), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + '\x36' + chr(2058 - 2006), 0b1000), nzTpIcepk0o8(chr(48) + chr(551 - 440) + chr(0b110010) + chr(0b10011 + 0o42) + '\065', 0b1000), nzTpIcepk0o8(chr(904 - 856) + '\x6f' + chr(0b110011) + chr(53) + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(7107 - 6996) + '\067', 0o10), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\x6f' + chr(2376 - 2326) + '\064' + chr(0b10000 + 0o46), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110010) + chr(0b101000 + 0o12) + '\064', 0b1000), nzTpIcepk0o8('\x30' + chr(4133 - 4022) + '\061' + '\x33' + '\x33', 0b1000), nzTpIcepk0o8(chr(1790 - 1742) + chr(111) + chr(0b1111 + 0o43) + chr(0b110010) + '\065', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(0b110010) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b1 + 0o57) + chr(2829 - 2718) + chr(51) + '\x34' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1101111) + '\062' + chr(1074 - 1023) + chr(0b111 + 0o60), 42457 - 42449), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(0b10010 + 0o43) + chr(48), 0b1000), nzTpIcepk0o8(chr(2255 - 2207) + chr(0b1101111) + chr(0b100101 + 0o14) + '\066' + '\066', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110010) + chr(0b1001 + 0o56) + '\x31', 27482 - 27474), nzTpIcepk0o8('\x30' + '\157' + chr(0b10010 + 0o42) + chr(1109 - 1056), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1 + 0o156) + '\061' + '\062' + '\x33', 0o10), nzTpIcepk0o8(chr(1135 - 1087) + chr(0b1000011 + 0o54) + chr(0b110001) + chr(49) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(1438 - 1389) + '\x34', 64005 - 63997), nzTpIcepk0o8('\x30' + chr(0b11000 + 0o127) + chr(2616 - 2563) + chr(1163 - 1113), 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\x6f' + chr(0b10011 + 0o40) + '\x35' + chr(307 - 253), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(576 - 527) + '\x30' + chr(53), ord("\x08")), nzTpIcepk0o8('\x30' + chr(4423 - 4312) + chr(0b110010) + chr(0b110011) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b10100 + 0o34) + chr(2309 - 2198) + '\x33' + chr(0b110000) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b10101 + 0o132) + chr(0b110001) + chr(0b110101) + chr(51), 0o10), nzTpIcepk0o8(chr(77 - 29) + '\x6f' + chr(0b110101) + '\060', 0o10), nzTpIcepk0o8('\060' + '\157' + chr(49) + chr(0b100111 + 0o14) + '\x34', ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + '\157' + '\x36' + '\x34', 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(48) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(111) + chr(0b110011) + chr(0b110000) + chr(358 - 305), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110110) + chr(0b101001 + 0o15), ord("\x08")), nzTpIcepk0o8(chr(1830 - 1782) + chr(154 - 43) + chr(0b110010) + '\067' + chr(0b100111 + 0o20), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1279 - 1231) + chr(0b1001001 + 0o46) + chr(0b110101) + chr(0b101001 + 0o7), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xf6'), '\x64' + '\145' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))(chr(6884 - 6767) + chr(1326 - 1210) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(439 - 383)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ztC3O2ZXmsJr(hXMPsSrOQzbh, MJEGgvK3nnE9):
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x87\xc4\xd4\xc3'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(2729 - 2618) + chr(0b1100100) + chr(101))('\165' + chr(0b1100111 + 0o15) + chr(0b10101 + 0o121) + chr(45) + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'\x8b\xc3\xc7\xdf\xf3\x1aKoW\x14\xce\x85c\xc3\xba'), chr(100) + '\145' + chr(0b1001101 + 0o26) + '\x6f' + '\x64' + chr(6213 - 6112))(chr(13091 - 12974) + chr(116) + chr(102) + chr(45) + chr(2366 - 2310)))
if MJ07XsN5uFgW(MJEGgvK3nnE9) in [N9zlRy29S1SS, H8p5T_wwctMA]:
MJEGgvK3nnE9 = MJEGgvK3nnE9.LfRrQOxuDvnC(roI3spqORKae(ES5oEprVxulp(b'\xd2'), chr(0b1100011 + 0o1) + '\145' + chr(0b1011111 + 0o4) + chr(0b1101111) + chr(0b1001100 + 0o30) + '\x65')('\165' + chr(3302 - 3186) + chr(0b1100110) + '\x2d' + chr(225 - 169)))
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x9c\xe6\xd8\xd7\xdc;{8[\r\xf4\x8d'), '\x64' + chr(0b110111 + 0o56) + '\x63' + chr(111) + chr(0b1100100) + '\x65')(chr(12365 - 12248) + '\164' + '\x66' + chr(78 - 33) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\xab\xc3\xc7\xdf\xf3\x1a\n('), chr(100) + chr(0b1011111 + 0o6) + chr(0b1100011) + chr(0b1101111) + chr(0b111 + 0o135) + '\x65')('\x75' + chr(116) + '\x66' + chr(1560 - 1515) + chr(56)), MJEGgvK3nnE9) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript._parse | def _parse(self, fname, code):
"""Parse RiveScript code into memory.
:param str fname: The arbitrary file name used for syntax reporting.
:param []str code: Lines of RiveScript source code to parse.
"""
# Get the "abstract syntax tree"
ast = self._parser.parse(fname, code)
# Get all of the "begin" type variables: global, var, sub, person, ...
for kind, data in ast["begin"].items():
internal = getattr(self, "_" + kind) # The internal name for this attribute
for name, value in data.items():
if value == "<undef>":
del internal[name]
else:
internal[name] = value
# Precompile substitutions.
if kind in ["sub", "person"]:
self._precompile_substitution(kind, name)
# Let the scripts set the debug mode and other special globals.
if self._global.get("debug"):
self._debug = str(self._global["debug"]).lower() == "true"
if self._global.get("depth"):
self._depth = int(self._global["depth"])
# Consume all the parsed triggers.
for topic, data in ast["topics"].items():
# Keep a map of the topics that are included/inherited under this topic.
if not topic in self._includes:
self._includes[topic] = {}
if not topic in self._lineage:
self._lineage[topic] = {}
self._includes[topic].update(data["includes"])
self._lineage[topic].update(data["inherits"])
# Consume the triggers.
if not topic in self._topics:
self._topics[topic] = []
for trigger in data["triggers"]:
self._topics[topic].append(trigger)
# Precompile the regexp for this trigger.
self._precompile_regexp(trigger["trigger"])
# Does this trigger have a %Previous? If so, make a pointer to
# this exact trigger in _thats.
if trigger["previous"] is not None:
if not topic in self._thats:
self._thats[topic] = {}
if not trigger["trigger"] in self._thats[topic]:
self._thats[topic][trigger["trigger"]] = {}
self._thats[topic][trigger["trigger"]][trigger["previous"]] = trigger
# Load all the parsed objects.
for obj in ast["objects"]:
# Have a handler for it?
if obj["language"] in self._handlers:
self._objlangs[obj["name"]] = obj["language"]
self._handlers[obj["language"]].load(obj["name"], obj["code"]) | python | def _parse(self, fname, code):
"""Parse RiveScript code into memory.
:param str fname: The arbitrary file name used for syntax reporting.
:param []str code: Lines of RiveScript source code to parse.
"""
# Get the "abstract syntax tree"
ast = self._parser.parse(fname, code)
# Get all of the "begin" type variables: global, var, sub, person, ...
for kind, data in ast["begin"].items():
internal = getattr(self, "_" + kind) # The internal name for this attribute
for name, value in data.items():
if value == "<undef>":
del internal[name]
else:
internal[name] = value
# Precompile substitutions.
if kind in ["sub", "person"]:
self._precompile_substitution(kind, name)
# Let the scripts set the debug mode and other special globals.
if self._global.get("debug"):
self._debug = str(self._global["debug"]).lower() == "true"
if self._global.get("depth"):
self._depth = int(self._global["depth"])
# Consume all the parsed triggers.
for topic, data in ast["topics"].items():
# Keep a map of the topics that are included/inherited under this topic.
if not topic in self._includes:
self._includes[topic] = {}
if not topic in self._lineage:
self._lineage[topic] = {}
self._includes[topic].update(data["includes"])
self._lineage[topic].update(data["inherits"])
# Consume the triggers.
if not topic in self._topics:
self._topics[topic] = []
for trigger in data["triggers"]:
self._topics[topic].append(trigger)
# Precompile the regexp for this trigger.
self._precompile_regexp(trigger["trigger"])
# Does this trigger have a %Previous? If so, make a pointer to
# this exact trigger in _thats.
if trigger["previous"] is not None:
if not topic in self._thats:
self._thats[topic] = {}
if not trigger["trigger"] in self._thats[topic]:
self._thats[topic][trigger["trigger"]] = {}
self._thats[topic][trigger["trigger"]][trigger["previous"]] = trigger
# Load all the parsed objects.
for obj in ast["objects"]:
# Have a handler for it?
if obj["language"] in self._handlers:
self._objlangs[obj["name"]] = obj["language"]
self._handlers[obj["language"]].load(obj["name"], obj["code"]) | [
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:param str fname: The arbitrary file name used for syntax reporting.
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"memory",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L219-L281 | train | Parse the RiveScript source code into memory. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(137 - 88) + chr(165 - 111) + '\065', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + chr(0b110 + 0o56) + '\060', ord("\x08")), nzTpIcepk0o8(chr(710 - 662) + chr(9745 - 9634) + '\061' + chr(0b101010 + 0o6) + '\x32', 15441 - 15433), nzTpIcepk0o8(chr(48) + chr(0b110111 + 0o70) + '\067' + '\063', 0b1000), nzTpIcepk0o8(chr(1864 - 1816) + chr(12270 - 12159) + chr(49) + '\061' + chr(0b1011 + 0o45), 0o10), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(263 - 210) + '\064', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100110 + 0o14) + chr(0b110100) + '\062', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(2689 - 2635) + '\062', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x37' + chr(0b110100), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(2066 - 2016) + chr(52) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(1689 - 1641) + chr(111) + chr(50) + chr(0b110111) + chr(49), 23952 - 23944), nzTpIcepk0o8(chr(250 - 202) + '\x6f' + '\062' + '\x30', 42260 - 42252), nzTpIcepk0o8(chr(2018 - 1970) + chr(0b1101111) + chr(0b11011 + 0o30) + chr(0b100111 + 0o13) + chr(560 - 508), ord("\x08")), nzTpIcepk0o8(chr(238 - 190) + chr(0b100101 + 0o112) + chr(0b1001 + 0o50) + '\061' + chr(1470 - 1421), 0o10), nzTpIcepk0o8(chr(1421 - 1373) + chr(9195 - 9084) + '\x36' + '\x33', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(581 - 532) + chr(650 - 600) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(49) + chr(49) + chr(2462 - 2411), 0o10), nzTpIcepk0o8(chr(0b100001 + 0o17) + '\x6f' + chr(0b110011) + chr(52) + chr(1772 - 1721), ord("\x08")), nzTpIcepk0o8(chr(1440 - 1392) + chr(0b101111 + 0o100) + chr(2872 - 2817), ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110011) + '\061' + chr(0b110011 + 0o4), 0o10), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(6874 - 6763) + '\061' + chr(2273 - 2218) + '\063', 0b1000), nzTpIcepk0o8('\060' + '\157' + '\x31' + '\065' + '\x34', ord("\x08")), nzTpIcepk0o8(chr(827 - 779) + '\x6f' + chr(0b11011 + 0o26) + '\x30' + chr(0b11001 + 0o36), 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(0b1111 + 0o140) + chr(1353 - 1304) + chr(0b110011) + chr(1185 - 1134), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1001011 + 0o44) + chr(49) + chr(48) + chr(50), 8), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + chr(48) + chr(52), 0o10), nzTpIcepk0o8(chr(633 - 585) + chr(111) + chr(0b110011) + chr(0b110111) + chr(54), 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(0b10111 + 0o40) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11000 + 0o127) + chr(50) + chr(0b110100) + '\x35', 0b1000), nzTpIcepk0o8(chr(1665 - 1617) + '\x6f' + chr(1172 - 1121) + '\x30' + chr(0b110000), 23953 - 23945), nzTpIcepk0o8(chr(302 - 254) + chr(0b110 + 0o151) + chr(0b101111 + 0o3) + chr(0b10100 + 0o42) + '\x35', ord("\x08")), nzTpIcepk0o8(chr(291 - 243) + chr(0b1101111) + chr(49) + chr(0b111 + 0o60) + chr(0b110000), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(12096 - 11985) + '\x36' + '\x37', 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(439 - 389) + chr(0b1011 + 0o46) + chr(0b110101), 54931 - 54923), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(1639 - 1586) + chr(0b101 + 0o62), 0b1000), nzTpIcepk0o8(chr(1392 - 1344) + chr(0b1101111) + chr(1004 - 954) + chr(0b11010 + 0o32) + chr(2254 - 2200), 8), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(203 - 152) + '\x33', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b1100 + 0o52), 0b1000), nzTpIcepk0o8(chr(1352 - 1304) + chr(111) + chr(0b110011) + chr(0b110100) + '\x31', 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(49) + '\066' + chr(52), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b101010 + 0o6) + '\157' + chr(2606 - 2553) + '\060', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'['), '\x64' + '\145' + chr(3250 - 3151) + '\x6f' + chr(100) + chr(9889 - 9788))(chr(13043 - 12926) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b110101 + 0o3)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def DQmmNLY9k9Yg(hXMPsSrOQzbh, jXqxEQuu_5DD, MJEGgvK3nnE9):
aPSgpO8D2vG1 = hXMPsSrOQzbh._parser.zgDfHOdKcvCW(jXqxEQuu_5DD, MJEGgvK3nnE9)
for (UazF426buBeS, FfKOThdpoDTb) in roI3spqORKae(aPSgpO8D2vG1[roI3spqORKae(ES5oEprVxulp(b'\x17\x05%R&'), chr(100) + '\x65' + chr(0b1100011) + '\x6f' + chr(3538 - 3438) + chr(0b1100101))(chr(0b110011 + 0o102) + '\164' + '\x66' + chr(1371 - 1326) + '\070')], roI3spqORKae(ES5oEprVxulp(b',?,u\rV\xea\x06\x0f\xd0\xe1y'), chr(0b1100100) + chr(0b1000 + 0o135) + chr(0b1100011) + '\157' + '\x64' + chr(101))('\x75' + chr(7679 - 7563) + chr(0b1100110) + '\055' + chr(56)))():
t6JROen95pQc = roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'*'), '\144' + '\x65' + chr(99) + chr(10008 - 9897) + chr(100) + chr(101))(chr(10721 - 10604) + chr(116) + '\x66' + chr(0b11110 + 0o17) + '\070') + UazF426buBeS)
for (SLVB2BPA_mIe, uV9iBiw0y_Mp) in roI3spqORKae(FfKOThdpoDTb, roI3spqORKae(ES5oEprVxulp(b',?,u\rV\xea\x06\x0f\xd0\xe1y'), chr(5771 - 5671) + '\x65' + '\143' + chr(0b1101111) + chr(0b1001000 + 0o34) + '\x65')('\165' + chr(116) + chr(7114 - 7012) + '\055' + chr(0b11100 + 0o34)))():
if uV9iBiw0y_Mp == roI3spqORKae(ES5oEprVxulp(b'I\x15,_-J\x9c'), chr(100) + chr(1771 - 1670) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1010110 + 0o20) + '\x2d' + chr(0b10110 + 0o42)):
del t6JROen95pQc[SLVB2BPA_mIe]
else:
t6JROen95pQc[SLVB2BPA_mIe] = uV9iBiw0y_Mp
if UazF426buBeS in [roI3spqORKae(ES5oEprVxulp(b'\x06\x15 '), chr(0b1100100) + '\x65' + chr(99) + '\157' + '\144' + chr(8284 - 8183))(chr(117) + chr(12364 - 12248) + '\146' + chr(0b101101) + chr(56)), roI3spqORKae(ES5oEprVxulp(b"\x05\x050H'B"), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1000011 + 0o42))(chr(0b10000 + 0o145) + chr(0b1100100 + 0o20) + chr(0b1100110) + chr(0b101101) + '\x38')]:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'*\x100^+C\xcfBU\xca\xdcO\xa7<Q#?\x8as\xba\x0f\x05(5'), '\x64' + chr(0b110111 + 0o56) + '\143' + chr(7768 - 7657) + chr(100) + chr(0b1100101))(chr(0b110101 + 0o100) + chr(0b1101 + 0o147) + chr(102) + '\x2d' + '\070'))(UazF426buBeS, SLVB2BPA_mIe)
if roI3spqORKae(hXMPsSrOQzbh._global, roI3spqORKae(ES5oEprVxulp(b'25\t^<Y\x96J]\xe1\xcaZ'), '\144' + '\x65' + '\143' + chr(111) + chr(9671 - 9571) + chr(101))(chr(6993 - 6876) + chr(12936 - 12820) + chr(102) + '\055' + chr(0b0 + 0o70)))(roI3spqORKae(ES5oEprVxulp(b'\x11\x05 N/'), chr(0b1100100) + chr(0b11111 + 0o106) + chr(99) + chr(0b100010 + 0o115) + chr(0b1011001 + 0o13) + chr(0b100011 + 0o102))(chr(0b1001001 + 0o54) + chr(116) + chr(0b1100110) + chr(1009 - 964) + chr(0b10011 + 0o45))):
hXMPsSrOQzbh.X5lYmgPSCnRd = N9zlRy29S1SS(hXMPsSrOQzbh._global[roI3spqORKae(ES5oEprVxulp(b'\x11\x05 N/'), chr(0b1000111 + 0o35) + '\x65' + '\x63' + chr(0b1101111) + chr(100) + chr(7560 - 7459))(chr(117) + '\x74' + chr(0b100110 + 0o100) + chr(0b101101) + chr(3114 - 3058))]).Xn8ENWMZdIRt() == roI3spqORKae(ES5oEprVxulp(b'\x01\x127^'), '\144' + chr(3718 - 3617) + chr(9333 - 9234) + chr(111) + chr(100) + chr(0b1100101))(chr(4542 - 4425) + chr(6564 - 6448) + chr(0b101100 + 0o72) + chr(0b101101) + '\x38')
if roI3spqORKae(hXMPsSrOQzbh._global, roI3spqORKae(ES5oEprVxulp(b'25\t^<Y\x96J]\xe1\xcaZ'), '\144' + '\x65' + chr(2193 - 2094) + chr(0b1101111) + chr(100) + chr(6233 - 6132))(chr(7758 - 7641) + chr(0b1101000 + 0o14) + chr(0b1010010 + 0o24) + chr(1331 - 1286) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\x11\x052O '), '\144' + chr(0b1100101) + chr(0b110100 + 0o57) + chr(111) + '\x64' + chr(0b1100101))('\165' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b11101 + 0o33))):
hXMPsSrOQzbh.J_mL5CDZr8CW = nzTpIcepk0o8(hXMPsSrOQzbh.mnhQauBa0NV0[roI3spqORKae(ES5oEprVxulp(b'\x11\x052O '), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070')])
for (eddDFOEFy2dH, FfKOThdpoDTb) in roI3spqORKae(aPSgpO8D2vG1[roI3spqORKae(ES5oEprVxulp(b'\x01\x0f2R+_'), chr(100) + chr(1542 - 1441) + chr(0b110 + 0o135) + chr(111) + '\x64' + '\x65')(chr(117) + '\164' + chr(2600 - 2498) + chr(0b101101) + chr(828 - 772))], roI3spqORKae(ES5oEprVxulp(b',?,u\rV\xea\x06\x0f\xd0\xe1y'), chr(100) + chr(0b1100101) + '\x63' + chr(695 - 584) + chr(361 - 261) + '\x65')(chr(0b1000111 + 0o56) + chr(116) + chr(8087 - 7985) + '\x2d' + chr(0b111000)))():
if eddDFOEFy2dH not in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'*\t,X$Y\xc6WO'), '\x64' + '\145' + chr(99) + chr(0b1100111 + 0o10) + '\x64' + chr(0b101010 + 0o73))(chr(11494 - 11377) + chr(11464 - 11348) + '\146' + '\x2d' + chr(1419 - 1363))):
hXMPsSrOQzbh.Hkv9tbJrVSYi[eddDFOEFy2dH] = {}
if eddDFOEFy2dH not in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'*\x0c+U-M\xc5W'), chr(100) + '\x65' + '\x63' + chr(111) + chr(7182 - 7082) + '\x65')('\x75' + chr(0b1110100) + '\146' + '\055' + chr(0b111000))):
hXMPsSrOQzbh.whfkoPEw6sq9[eddDFOEFy2dH] = {}
roI3spqORKae(hXMPsSrOQzbh._includes[eddDFOEFy2dH], roI3spqORKae(ES5oEprVxulp(b'??)\t\x01u\xe0\x03_\xc3\xc8~'), chr(0b1001110 + 0o26) + chr(9312 - 9211) + '\x63' + chr(0b1001011 + 0o44) + chr(5004 - 4904) + chr(9209 - 9108))('\165' + chr(5616 - 5500) + chr(0b1001101 + 0o31) + '\055' + '\x38'))(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x1c\x0e!W=H\xc7A'), chr(2454 - 2354) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(45) + '\070')])
roI3spqORKae(hXMPsSrOQzbh._lineage[eddDFOEFy2dH], roI3spqORKae(ES5oEprVxulp(b'??)\t\x01u\xe0\x03_\xc3\xc8~'), chr(0b10000 + 0o124) + '\x65' + chr(0b1100011) + chr(0b1001000 + 0o47) + '\x64' + '\x65')('\x75' + '\164' + chr(9517 - 9415) + '\055' + chr(83 - 27)))(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x1c\x0e*^:E\xd6A'), chr(4090 - 3990) + chr(0b101100 + 0o71) + chr(9475 - 9376) + '\157' + chr(7544 - 7444) + chr(101))('\x75' + chr(0b1110100) + chr(102) + chr(45) + chr(56))])
if eddDFOEFy2dH not in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'*\x14-K!O\xd1'), chr(100) + '\x65' + chr(0b10111 + 0o114) + chr(111) + '\x64' + '\145')('\x75' + chr(0b1101111 + 0o5) + '\x66' + chr(45) + chr(0b110000 + 0o10))):
hXMPsSrOQzbh.meP9rqaheWmC[eddDFOEFy2dH] = []
for MOng_ug2Mjk6 in FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'\x01\x12+\\/I\xd0A'), chr(0b100100 + 0o100) + '\145' + '\x63' + chr(0b1100011 + 0o14) + '\x64' + chr(0b101000 + 0o75))('\x75' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b11101 + 0o33))]:
roI3spqORKae(hXMPsSrOQzbh._topics[eddDFOEFy2dH], roI3spqORKae(ES5oEprVxulp(b'=4\x11\x0f0K\xe5]V\xc9\xec%'), chr(100) + '\145' + chr(0b110 + 0o135) + chr(0b1011110 + 0o21) + chr(0b1100100) + '\145')(chr(0b111000 + 0o75) + chr(0b1010011 + 0o41) + chr(102) + chr(532 - 487) + '\x38'))(MOng_ug2Mjk6)
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'*\x100^+C\xcfBU\xca\xdcO\xa6,T53\x93'), chr(0b1100100) + '\145' + '\143' + chr(111) + chr(0b1100100) + chr(0b1000000 + 0o45))(chr(0b1110101) + chr(2031 - 1915) + '\x66' + chr(590 - 545) + chr(0b111000)))(MOng_ug2Mjk6[roI3spqORKae(ES5oEprVxulp(b'\x01\x12+\\/I\xd0'), chr(0b1100100) + '\x65' + '\143' + chr(1844 - 1733) + '\x64' + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + '\070')])
if MOng_ug2Mjk6[roI3spqORKae(ES5oEprVxulp(b"\x05\x12'M!C\xd7A"), chr(0b1100100) + chr(7522 - 7421) + chr(0b1100011) + '\157' + chr(9973 - 9873) + chr(101))('\x75' + chr(0b1110100) + chr(0b110100 + 0o62) + '\x2d' + '\070')] is not None:
if eddDFOEFy2dH not in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'*\x14*Z<_'), '\144' + '\x65' + '\143' + chr(823 - 712) + chr(0b1010110 + 0o16) + '\x65')('\x75' + '\164' + '\146' + chr(227 - 182) + '\x38')):
hXMPsSrOQzbh.OzURcqBGqWU5[eddDFOEFy2dH] = {}
if not MOng_ug2Mjk6[roI3spqORKae(ES5oEprVxulp(b'\x01\x12+\\/I\xd0'), chr(100) + chr(9377 - 9276) + chr(0b100 + 0o137) + chr(0b110010 + 0o75) + chr(100) + '\x65')(chr(5779 - 5662) + '\164' + chr(102) + chr(0b101101) + chr(56))] in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b':\x1a\x17i+]\xe0uM\xf1\xec%'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + chr(100) + '\145')(chr(117) + chr(116) + '\x66' + chr(45) + chr(0b100000 + 0o30)))[eddDFOEFy2dH]:
hXMPsSrOQzbh.OzURcqBGqWU5[eddDFOEFy2dH][MOng_ug2Mjk6[roI3spqORKae(ES5oEprVxulp(b'\x01\x12+\\/I\xd0'), '\144' + chr(5137 - 5036) + chr(9711 - 9612) + chr(5126 - 5015) + chr(8667 - 8567) + chr(0b1100101))(chr(0b10011 + 0o142) + '\164' + chr(0b1100110) + chr(0b101 + 0o50) + chr(0b110000 + 0o10))]] = {}
hXMPsSrOQzbh.OzURcqBGqWU5[eddDFOEFy2dH][MOng_ug2Mjk6[roI3spqORKae(ES5oEprVxulp(b'\x01\x12+\\/I\xd0'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1100110 + 0o11) + chr(0b11110 + 0o106) + chr(101))(chr(117) + chr(116) + chr(8117 - 8015) + chr(45) + chr(2581 - 2525))]][MOng_ug2Mjk6[roI3spqORKae(ES5oEprVxulp(b"\x05\x12'M!C\xd7A"), '\x64' + '\145' + chr(0b1000 + 0o133) + chr(0b10 + 0o155) + '\144' + chr(4474 - 4373))(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(0b111000))]] = MOng_ug2Mjk6
for kIMfkyypPTcC in aPSgpO8D2vG1[roI3spqORKae(ES5oEprVxulp(b'\x1a\x02(^+X\xd1'), '\x64' + chr(9468 - 9367) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b111110 + 0o47))(chr(0b1011001 + 0o34) + chr(7384 - 7268) + chr(0b111 + 0o137) + chr(0b1001 + 0o44) + '\x38')]:
if kIMfkyypPTcC[roI3spqORKae(ES5oEprVxulp(b'\x19\x01,\\=M\xc5W'), '\x64' + chr(0b1000 + 0o135) + '\143' + '\157' + '\144' + chr(0b1000110 + 0o37))('\165' + chr(13406 - 13290) + chr(0b1100110) + chr(45) + chr(0b111000))] in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x13,\x11\x7f\x10D\xefCS\xfe\xf2"'), chr(0b1100100) + chr(101) + chr(0b101101 + 0o66) + chr(0b1101010 + 0o5) + '\x64' + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b110001 + 0o65) + chr(45) + chr(0b111000))):
hXMPsSrOQzbh.A1s_Ghc3MKS9[kIMfkyypPTcC[roI3spqORKae(ES5oEprVxulp(b'\x1b\x01/^'), chr(100) + chr(1318 - 1217) + chr(4592 - 4493) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(1585 - 1468) + '\164' + chr(0b1011000 + 0o16) + '\x2d' + chr(385 - 329))]] = kIMfkyypPTcC[roI3spqORKae(ES5oEprVxulp(b'\x19\x01,\\=M\xc5W'), chr(100) + chr(3112 - 3011) + chr(0b1100011) + chr(0b1101111) + chr(0b1011111 + 0o5) + chr(0b1100101))(chr(117) + chr(1268 - 1152) + chr(0b1100010 + 0o4) + chr(0b101000 + 0o5) + chr(0b111000 + 0o0))]
roI3spqORKae(hXMPsSrOQzbh._handlers[kIMfkyypPTcC[roI3spqORKae(ES5oEprVxulp(b'\x19\x01,\\=M\xc5W'), chr(0b1100100) + chr(2362 - 2261) + chr(0b1100011) + chr(0b1101111) + chr(1296 - 1196) + '\145')('\165' + '\164' + chr(102) + chr(0b101101) + chr(56))]], roI3spqORKae(ES5oEprVxulp(b'/%\x10H,O\x95Q\r\xc2\x81U'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(111) + chr(3789 - 3689) + chr(0b1100101))(chr(12210 - 12093) + chr(8573 - 8457) + chr(102) + chr(1986 - 1941) + chr(0b110111 + 0o1)))(kIMfkyypPTcC[roI3spqORKae(ES5oEprVxulp(b'\x1b\x01/^'), chr(0b1010110 + 0o16) + '\145' + '\143' + chr(4029 - 3918) + '\144' + chr(0b11110 + 0o107))('\165' + '\x74' + chr(7933 - 7831) + chr(1604 - 1559) + '\x38')], kIMfkyypPTcC[roI3spqORKae(ES5oEprVxulp(b'\x16\x0f&^'), chr(4566 - 4466) + '\145' + '\x63' + chr(4211 - 4100) + '\144' + chr(101))(chr(0b1011 + 0o152) + '\164' + '\x66' + chr(45) + '\070')]) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.deparse | def deparse(self):
"""Dump the in-memory RiveScript brain as a Python data structure.
This would be useful, for example, to develop a user interface for
editing RiveScript replies without having to edit the RiveScript
source code directly.
:return dict: JSON-serializable Python data structure containing the
contents of all RiveScript replies currently loaded in memory.
"""
# Data to return.
result = {
"begin": {
"global": {},
"var": {},
"sub": {},
"person": {},
"array": {},
"triggers": [],
},
"topics": {},
}
# Populate the config fields.
if self._debug:
result["begin"]["global"]["debug"] = self._debug
if self._depth != 50:
result["begin"]["global"]["depth"] = 50
# Definitions
result["begin"]["var"] = self._var.copy()
result["begin"]["sub"] = self._sub.copy()
result["begin"]["person"] = self._person.copy()
result["begin"]["array"] = self._array.copy()
result["begin"]["global"].update(self._global.copy())
# Topic Triggers.
for topic in self._topics:
dest = None # Where to place the topic info
if topic == "__begin__":
# Begin block.
dest = result["begin"]
else:
# Normal topic.
if topic not in result["topics"]:
result["topics"][topic] = {
"triggers": [],
"includes": {},
"inherits": {},
}
dest = result["topics"][topic]
# Copy the triggers.
for trig in self._topics[topic]:
dest["triggers"].append(copy.deepcopy(trig))
# Inherits/Includes.
for label, mapping in {"inherits": self._lineage, "includes": self._includes}.items():
if topic in mapping and len(mapping[topic]):
dest[label] = mapping[topic].copy()
return result | python | def deparse(self):
"""Dump the in-memory RiveScript brain as a Python data structure.
This would be useful, for example, to develop a user interface for
editing RiveScript replies without having to edit the RiveScript
source code directly.
:return dict: JSON-serializable Python data structure containing the
contents of all RiveScript replies currently loaded in memory.
"""
# Data to return.
result = {
"begin": {
"global": {},
"var": {},
"sub": {},
"person": {},
"array": {},
"triggers": [],
},
"topics": {},
}
# Populate the config fields.
if self._debug:
result["begin"]["global"]["debug"] = self._debug
if self._depth != 50:
result["begin"]["global"]["depth"] = 50
# Definitions
result["begin"]["var"] = self._var.copy()
result["begin"]["sub"] = self._sub.copy()
result["begin"]["person"] = self._person.copy()
result["begin"]["array"] = self._array.copy()
result["begin"]["global"].update(self._global.copy())
# Topic Triggers.
for topic in self._topics:
dest = None # Where to place the topic info
if topic == "__begin__":
# Begin block.
dest = result["begin"]
else:
# Normal topic.
if topic not in result["topics"]:
result["topics"][topic] = {
"triggers": [],
"includes": {},
"inherits": {},
}
dest = result["topics"][topic]
# Copy the triggers.
for trig in self._topics[topic]:
dest["triggers"].append(copy.deepcopy(trig))
# Inherits/Includes.
for label, mapping in {"inherits": self._lineage, "includes": self._includes}.items():
if topic in mapping and len(mapping[topic]):
dest[label] = mapping[topic].copy()
return result | [
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This would be useful, for example, to develop a user interface for
editing RiveScript replies without having to edit the RiveScript
source code directly.
:return dict: JSON-serializable Python data structure containing the
contents of all RiveScript replies currently loaded in memory. | [
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"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L283-L346 | train | Dump the in - memory RiveScript brain as a JSON - serializable Python data structure. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110111), 0o10), nzTpIcepk0o8(chr(1192 - 1144) + chr(0b110100 + 0o73) + chr(1587 - 1536) + chr(52) + chr(54), 52440 - 52432), nzTpIcepk0o8(chr(247 - 199) + chr(0b101111 + 0o100) + '\061' + chr(0b101 + 0o57) + chr(53), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(1926 - 1815) + chr(2159 - 2108) + chr(0b10110 + 0o40) + chr(0b110000), 52493 - 52485), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111 + 0o0) + '\067' + chr(53), 0o10), nzTpIcepk0o8(chr(48) + chr(11117 - 11006) + chr(0b11100 + 0o27) + chr(50), 0b1000), nzTpIcepk0o8(chr(886 - 838) + chr(111) + chr(0b110011) + chr(1372 - 1318) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b10111 + 0o31) + chr(2605 - 2494) + chr(2592 - 2541) + chr(2257 - 2206) + chr(0b110101 + 0o0), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(2321 - 2272) + chr(2053 - 2004) + '\x32', 13619 - 13611), nzTpIcepk0o8('\060' + chr(0b11001 + 0o126) + chr(50) + chr(52), 0o10), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(0b1101111) + chr(0b10001 + 0o42) + chr(0b110010) + '\062', 64452 - 64444), nzTpIcepk0o8('\x30' + chr(1631 - 1520) + chr(0b101001 + 0o11) + chr(54) + chr(330 - 280), 0b1000), nzTpIcepk0o8('\060' + chr(0b10111 + 0o130) + chr(0b11101 + 0o24) + chr(0b101010 + 0o10) + '\065', 37189 - 37181), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(0b110000) + chr(0b110000 + 0o7), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1001000 + 0o47) + chr(0b110110) + '\066', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1230 - 1180) + chr(51) + chr(0b100010 + 0o25), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(1801 - 1753) + '\x31', ord("\x08")), nzTpIcepk0o8(chr(332 - 284) + chr(111) + chr(0b110111) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + '\x32' + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b10101 + 0o34) + '\x36' + chr(0b100100 + 0o23), 2610 - 2602), nzTpIcepk0o8('\x30' + '\157' + chr(0b101110 + 0o3) + chr(2019 - 1971) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b10110 + 0o32) + chr(111) + chr(632 - 582) + '\065' + chr(0b11 + 0o56), 33754 - 33746), nzTpIcepk0o8('\x30' + '\157' + chr(49) + chr(55) + '\x33', 49099 - 49091), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + '\x37' + '\x32', 38620 - 38612), nzTpIcepk0o8('\060' + chr(111) + '\x33' + chr(0b110011 + 0o0) + '\066', 0b1000), nzTpIcepk0o8(chr(396 - 348) + chr(5330 - 5219) + '\x33' + '\060' + chr(165 - 117), 48698 - 48690), nzTpIcepk0o8(chr(2170 - 2122) + '\157' + chr(0b11011 + 0o27) + chr(0b110011) + chr(0b11010 + 0o27), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x37' + '\066', 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110001) + chr(0b110110) + chr(0b110000), 0b1000), nzTpIcepk0o8('\060' + chr(0b110111 + 0o70) + chr(50) + chr(0b100101 + 0o20) + chr(630 - 575), 0b1000), nzTpIcepk0o8('\x30' + '\157' + '\063' + chr(0b10000 + 0o45) + chr(0b110011), 45908 - 45900), nzTpIcepk0o8(chr(48) + chr(10950 - 10839) + chr(49) + chr(0b11101 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b1101 + 0o45) + chr(0b11010 + 0o34), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110111) + chr(1775 - 1721), ord("\x08")), nzTpIcepk0o8('\x30' + chr(3693 - 3582) + chr(0b110011) + chr(0b1010 + 0o54) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + '\x35' + chr(0b110100 + 0o3), 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(0b10100 + 0o43) + chr(54), 8), nzTpIcepk0o8(chr(2280 - 2232) + '\x6f' + chr(0b11101 + 0o26) + chr(0b110000) + chr(0b100010 + 0o23), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\061' + '\x37' + chr(2237 - 2183), 8349 - 8341), nzTpIcepk0o8(chr(0b100 + 0o54) + '\157' + '\061' + chr(0b110011) + '\063', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b1101111) + '\x35' + chr(0b110000), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b')'), '\x64' + chr(0b1100101) + chr(0b1000000 + 0o43) + '\157' + '\x64' + '\145')(chr(0b11011 + 0o132) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def JSdar9LryFZL(hXMPsSrOQzbh):
POx95m7SPOVy = {roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), '\x64' + chr(0b100000 + 0o105) + chr(6399 - 6300) + chr(0b110 + 0o151) + chr(8400 - 8300) + chr(0b10011 + 0o122))(chr(4368 - 4251) + chr(11667 - 11551) + '\146' + '\x2d' + '\070'): {roI3spqORKae(ES5oEprVxulp(b'`\x8a\n\x92\\v'), '\144' + chr(6564 - 6463) + '\x63' + chr(0b1101111) + '\x64' + chr(101))('\x75' + chr(116) + chr(0b1100110) + chr(0b1010 + 0o43) + chr(0b111000)): {}, roI3spqORKae(ES5oEprVxulp(b'q\x87\x17'), chr(4308 - 4208) + chr(420 - 319) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000)): {}, roI3spqORKae(ES5oEprVxulp(b't\x93\x07'), chr(0b1010010 + 0o22) + chr(101) + chr(0b1100011) + chr(111) + chr(2869 - 2769) + chr(101))(chr(961 - 844) + chr(6714 - 6598) + '\x66' + chr(0b101101) + chr(1243 - 1187)): {}, roI3spqORKae(ES5oEprVxulp(b'w\x83\x17\x83Rt'), chr(0b111110 + 0o46) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(2240 - 2123) + chr(116) + chr(0b1000111 + 0o37) + chr(0b100101 + 0o10) + chr(0b110011 + 0o5)): {}, roI3spqORKae(ES5oEprVxulp(b'f\x94\x17\x91D'), chr(0b1100100) + '\x65' + chr(0b100101 + 0o76) + chr(3348 - 3237) + '\x64' + '\x65')(chr(3587 - 3470) + chr(0b1110100) + '\146' + '\x2d' + chr(0b111000)): {}, roI3spqORKae(ES5oEprVxulp(b's\x94\x0c\x97Z\x7f\x85\xae'), chr(100) + chr(6755 - 6654) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b11010 + 0o113))(chr(0b100101 + 0o120) + chr(116) + chr(102) + chr(1333 - 1288) + chr(1865 - 1809)): []}, roI3spqORKae(ES5oEprVxulp(b's\x89\x15\x99^i'), '\144' + chr(7555 - 7454) + '\x63' + chr(111) + '\x64' + chr(0b1100101))('\x75' + chr(0b1101 + 0o147) + chr(102) + '\055' + '\x38'): {}}
if roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'_\xd3\t\xa9P}\xa7\x8e\tz\x80\xd6'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b110100 + 0o73) + chr(0b110100 + 0o60) + '\x65')(chr(3531 - 3414) + chr(116) + chr(102) + chr(0b101101) + '\070')):
POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), chr(2793 - 2693) + '\x65' + '\143' + '\x6f' + chr(0b111110 + 0o46) + '\145')(chr(1344 - 1227) + chr(0b101100 + 0o110) + chr(102) + '\055' + chr(2337 - 2281))][roI3spqORKae(ES5oEprVxulp(b'`\x8a\n\x92\\v'), chr(4628 - 4528) + '\145' + '\143' + chr(111) + chr(6626 - 6526) + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(0b101101) + '\x38')][roI3spqORKae(ES5oEprVxulp(b'c\x83\x07\x85Z'), chr(100) + chr(101) + '\x63' + '\x6f' + '\144' + chr(0b1010100 + 0o21))(chr(8539 - 8422) + '\x74' + chr(0b1100110) + chr(0b101 + 0o50) + '\070')] = hXMPsSrOQzbh.X5lYmgPSCnRd
if roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'M\xb9\x08\xbc\x08Y\xb3\x878,\x91\xe5'), chr(0b100111 + 0o75) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + '\055' + chr(56))) != nzTpIcepk0o8('\060' + '\157' + chr(1438 - 1384) + chr(50), 20363 - 20355):
POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), '\x64' + '\145' + chr(0b110 + 0o135) + '\157' + chr(0b1001001 + 0o33) + '\145')('\165' + chr(0b1110100) + '\x66' + chr(45) + '\070')][roI3spqORKae(ES5oEprVxulp(b'`\x8a\n\x92\\v'), '\x64' + '\x65' + chr(99) + chr(0b11100 + 0o123) + chr(100) + chr(2509 - 2408))(chr(0b111110 + 0o67) + chr(0b1100001 + 0o23) + chr(0b1100110) + chr(227 - 182) + chr(56))][roI3spqORKae(ES5oEprVxulp(b'c\x83\x15\x84U'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + chr(6393 - 6293) + chr(101))('\x75' + '\x74' + chr(102) + '\055' + chr(0b111000))] = nzTpIcepk0o8('\x30' + '\157' + '\x36' + chr(1913 - 1863), 8)
POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), chr(3249 - 3149) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(4057 - 3957) + '\145')('\x75' + '\164' + chr(102) + '\x2d' + chr(1796 - 1740))][roI3spqORKae(ES5oEprVxulp(b'q\x87\x17'), '\x64' + chr(101) + chr(2082 - 1983) + chr(1948 - 1837) + chr(100) + chr(101))(chr(117) + '\x74' + chr(102) + chr(45) + chr(0b11011 + 0o35))] = hXMPsSrOQzbh._var.copy()
POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), chr(0b1100100) + chr(101) + '\143' + '\157' + '\144' + chr(0b110101 + 0o60))('\x75' + chr(6842 - 6726) + '\x66' + chr(1727 - 1682) + '\070')][roI3spqORKae(ES5oEprVxulp(b't\x93\x07'), '\x64' + chr(10018 - 9917) + '\143' + chr(111) + chr(0b1100011 + 0o1) + '\145')(chr(0b1110101) + chr(116) + '\x66' + '\055' + '\x38')] = hXMPsSrOQzbh._sub.copy()
POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), chr(0b1100100) + '\145' + chr(99) + chr(111) + '\144' + '\x65')(chr(6526 - 6409) + '\x74' + chr(102) + '\x2d' + chr(0b100 + 0o64))][roI3spqORKae(ES5oEprVxulp(b'w\x83\x17\x83Rt'), chr(100) + '\145' + chr(99) + chr(5088 - 4977) + '\144' + '\x65')(chr(0b1001000 + 0o55) + chr(6491 - 6375) + chr(0b1100110) + chr(0b1001 + 0o44) + '\x38')] = hXMPsSrOQzbh._person.copy()
POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), '\144' + '\145' + chr(0b1011000 + 0o13) + chr(0b1101111) + '\144' + chr(0b1011100 + 0o11))(chr(0b1110101) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b1110 + 0o52))][roI3spqORKae(ES5oEprVxulp(b'f\x94\x17\x91D'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(6956 - 6856) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000))] = hXMPsSrOQzbh._array.copy()
roI3spqORKae(POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), chr(100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(3386 - 3286) + chr(101))('\x75' + '\x74' + chr(102) + '\055' + '\070')][roI3spqORKae(ES5oEprVxulp(b'`\x8a\n\x92\\v'), chr(100) + chr(101) + chr(5373 - 5274) + chr(0b1101111) + '\x64' + '\x65')(chr(117) + '\x74' + '\146' + '\x2d' + '\070')], roI3spqORKae(ES5oEprVxulp(b'M\xb9\x0e\xc2tC\xb5\xec)q\xa3\xdc'), chr(0b10110 + 0o116) + chr(101) + '\143' + chr(111) + '\144' + '\x65')('\165' + '\164' + chr(8877 - 8775) + chr(828 - 783) + '\070'))(roI3spqORKae(hXMPsSrOQzbh._global, roI3spqORKae(ES5oEprVxulp(b'd\x89\x15\x89'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + '\144' + '\x65')(chr(0b1010100 + 0o41) + chr(12940 - 12824) + chr(363 - 261) + '\x2d' + '\x38'))())
for eddDFOEFy2dH in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'j\x835\xc9Ok\x96\xb5/C\xbf\xf1'), chr(100) + chr(0b1011101 + 0o10) + chr(0b1100011) + '\x6f' + chr(0b10101 + 0o117) + chr(0b100110 + 0o77))('\165' + chr(116) + chr(102) + '\x2d' + chr(0b101110 + 0o12))):
DxdyhL8zxIrR = None
if eddDFOEFy2dH == roI3spqORKae(ES5oEprVxulp(b'X\xb9\x07\x95Zs\x99\x82\x15'), chr(8256 - 8156) + chr(8383 - 8282) + '\143' + chr(0b1100100 + 0o13) + chr(0b1100100) + '\x65')('\x75' + chr(0b1110100) + chr(9356 - 9254) + chr(0b100011 + 0o12) + chr(56)):
DxdyhL8zxIrR = POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b'e\x83\x02\x99S'), chr(0b1100100) + chr(0b1100101) + chr(6068 - 5969) + '\x6f' + '\x64' + '\145')(chr(0b1100110 + 0o17) + '\x74' + chr(0b1001100 + 0o32) + chr(0b10100 + 0o31) + chr(0b111000))]
else:
if eddDFOEFy2dH not in POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b's\x89\x15\x99^i'), chr(0b1100100) + chr(0b111 + 0o136) + chr(0b1100011) + chr(0b110000 + 0o77) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b11100 + 0o130) + '\146' + chr(0b101101) + '\070')]:
POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b's\x89\x15\x99^i'), chr(0b1100100) + chr(0b1010101 + 0o20) + '\143' + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(0b1010011 + 0o41) + chr(0b1100110) + chr(45) + chr(0b100001 + 0o27))][eddDFOEFy2dH] = {roI3spqORKae(ES5oEprVxulp(b's\x94\x0c\x97Z\x7f\x85\xae'), chr(0b1100100) + '\145' + chr(0b110100 + 0o57) + chr(111) + chr(1290 - 1190) + chr(0b111011 + 0o52))(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + chr(0b100101 + 0o23)): [], roI3spqORKae(ES5oEprVxulp(b'n\x88\x06\x9cH~\x92\xae'), chr(0b1110 + 0o126) + '\145' + '\x63' + chr(10345 - 10234) + chr(0b1100100) + chr(101))(chr(2263 - 2146) + chr(10947 - 10831) + chr(0b1100110) + '\x2d' + '\x38'): {}, roI3spqORKae(ES5oEprVxulp(b'n\x88\r\x95Os\x83\xae'), chr(0b1100100) + '\145' + chr(4000 - 3901) + chr(111) + chr(0b1100100) + chr(7135 - 7034))(chr(117) + chr(116) + '\146' + '\055' + '\070'): {}}
DxdyhL8zxIrR = POx95m7SPOVy[roI3spqORKae(ES5oEprVxulp(b's\x89\x15\x99^i'), chr(9135 - 9035) + '\x65' + chr(99) + '\x6f' + chr(100) + '\145')(chr(0b1110100 + 0o1) + chr(0b110101 + 0o77) + chr(0b1000100 + 0o42) + '\x2d' + chr(56))][eddDFOEFy2dH]
for LcB90UcDdLVc in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'j\x835\xc9Ok\x96\xb5/C\xbf\xf1'), chr(0b0 + 0o144) + chr(8039 - 7938) + chr(99) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(2526 - 2409) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b10111 + 0o41)))[eddDFOEFy2dH]:
roI3spqORKae(DxdyhL8zxIrR[roI3spqORKae(ES5oEprVxulp(b's\x94\x0c\x97Z\x7f\x85\xae'), '\x64' + chr(101) + '\143' + chr(0b1101111) + chr(8848 - 8748) + '\145')(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(56))], roI3spqORKae(ES5oEprVxulp(b'O\xb26\xc4E}\xb0\xb2 {\x87\x87'), chr(0b1100100) + '\145' + '\143' + '\157' + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(7678 - 7576) + chr(238 - 193) + chr(0b111000)))(roI3spqORKae(aZTCj4v5QdfO, roI3spqORKae(ES5oEprVxulp(b'c\x83\x00\x80^u\x87\xa4'), chr(100) + chr(0b1000 + 0o135) + chr(0b1001000 + 0o33) + chr(0b1010001 + 0o36) + chr(119 - 19) + '\145')(chr(0b1110101) + chr(0b1001100 + 0o50) + chr(0b1011111 + 0o7) + '\055' + chr(56)))(LcB90UcDdLVc))
for (OkDIn6t2Cke6, lq9M6RYMdyT1) in roI3spqORKae({roI3spqORKae(ES5oEprVxulp(b'n\x88\r\x95Os\x83\xae'), chr(9024 - 8924) + chr(101) + '\x63' + chr(1328 - 1217) + '\144' + '\x65')('\165' + chr(0b10110 + 0o136) + chr(8466 - 8364) + '\055' + chr(56)): hXMPsSrOQzbh._lineage, roI3spqORKae(ES5oEprVxulp(b'n\x88\x06\x9cH~\x92\xae'), chr(0b1100100) + '\145' + '\x63' + chr(111) + '\x64' + chr(0b1010110 + 0o17))(chr(6340 - 6223) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(56)): hXMPsSrOQzbh._includes}, roI3spqORKae(ES5oEprVxulp(b'^\xb9\x0b\xbex`\xbf\xe9yb\x8a\xdb'), chr(0b1100100) + chr(0b1000011 + 0o42) + chr(99) + '\157' + chr(5780 - 5680) + chr(6960 - 6859))(chr(11722 - 11605) + '\164' + '\146' + chr(1397 - 1352) + '\070'))():
if eddDFOEFy2dH in lq9M6RYMdyT1 and ftfygxgFas5X(lq9M6RYMdyT1[eddDFOEFy2dH]):
DxdyhL8zxIrR[OkDIn6t2Cke6] = lq9M6RYMdyT1[eddDFOEFy2dH].copy()
return POx95m7SPOVy |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.write | def write(self, fh, deparsed=None):
"""Write the currently parsed RiveScript data into a file.
Pass either a file name (string) or a file handle object.
This uses ``deparse()`` to dump a representation of the loaded data and
writes it to the destination file. If you provide your own data as the
``deparsed`` argument, it will use that data instead of calling
``deparse()`` itself. This way you can use ``deparse()``, edit the data,
and use that to write the RiveScript document (for example, to be used
by a user interface for editing RiveScript without writing the code
directly).
Parameters:
fh (str or file): a string or a file-like object.
deparsed (dict): a data structure in the same format as what
``deparse()`` returns. If not passed, this value will come from
the current in-memory data from ``deparse()``.
"""
# Passed a string instead of a file handle?
if type(fh) is str:
fh = codecs.open(fh, "w", "utf-8")
# Deparse the loaded data.
if deparsed is None:
deparsed = self.deparse()
# Start at the beginning.
fh.write("// Written by rivescript.deparse()\n")
fh.write("! version = 2.0\n\n")
# Variables of all sorts!
for kind in ["global", "var", "sub", "person", "array"]:
if len(deparsed["begin"][kind].keys()) == 0:
continue
for var in sorted(deparsed["begin"][kind].keys()):
# Array types need to be separated by either spaces or pipes.
data = deparsed["begin"][kind][var]
if type(data) not in [str, text_type]:
needs_pipes = False
for test in data:
if " " in test:
needs_pipes = True
break
# Word-wrap the result, target width is 78 chars minus the
# kind, var, and spaces and equals sign.
# TODO: not implemented yet.
# width = 78 - len(kind) - len(var) - 4
if needs_pipes:
data = self._write_wrapped("|".join(data), sep="|")
else:
data = " ".join(data)
fh.write("! {kind} {var} = {data}\n".format(
kind=kind,
var=var,
data=data,
))
fh.write("\n")
# Begin block.
if len(deparsed["begin"]["triggers"]):
fh.write("> begin\n\n")
self._write_triggers(fh, deparsed["begin"]["triggers"], indent="\t")
fh.write("< begin\n\n")
# The topics. Random first!
topics = ["random"]
topics.extend(sorted(deparsed["topics"].keys()))
done_random = False
for topic in topics:
if topic not in deparsed["topics"]: continue
if topic == "random" and done_random: continue
if topic == "random": done_random = True
tagged = False # Used > topic tag
data = deparsed["topics"][topic]
if topic != "random" or len(data["includes"]) or len(data["inherits"]):
tagged = True
fh.write("> topic " + topic)
if data["inherits"]:
fh.write(" inherits " + " ".join(sorted(data["inherits"].keys())))
if data["includes"]:
fh.write(" includes " + " ".join(sorted(data["includes"].keys())))
fh.write("\n\n")
indent = "\t" if tagged else ""
self._write_triggers(fh, data["triggers"], indent=indent)
if tagged:
fh.write("< topic\n\n")
return True | python | def write(self, fh, deparsed=None):
"""Write the currently parsed RiveScript data into a file.
Pass either a file name (string) or a file handle object.
This uses ``deparse()`` to dump a representation of the loaded data and
writes it to the destination file. If you provide your own data as the
``deparsed`` argument, it will use that data instead of calling
``deparse()`` itself. This way you can use ``deparse()``, edit the data,
and use that to write the RiveScript document (for example, to be used
by a user interface for editing RiveScript without writing the code
directly).
Parameters:
fh (str or file): a string or a file-like object.
deparsed (dict): a data structure in the same format as what
``deparse()`` returns. If not passed, this value will come from
the current in-memory data from ``deparse()``.
"""
# Passed a string instead of a file handle?
if type(fh) is str:
fh = codecs.open(fh, "w", "utf-8")
# Deparse the loaded data.
if deparsed is None:
deparsed = self.deparse()
# Start at the beginning.
fh.write("// Written by rivescript.deparse()\n")
fh.write("! version = 2.0\n\n")
# Variables of all sorts!
for kind in ["global", "var", "sub", "person", "array"]:
if len(deparsed["begin"][kind].keys()) == 0:
continue
for var in sorted(deparsed["begin"][kind].keys()):
# Array types need to be separated by either spaces or pipes.
data = deparsed["begin"][kind][var]
if type(data) not in [str, text_type]:
needs_pipes = False
for test in data:
if " " in test:
needs_pipes = True
break
# Word-wrap the result, target width is 78 chars minus the
# kind, var, and spaces and equals sign.
# TODO: not implemented yet.
# width = 78 - len(kind) - len(var) - 4
if needs_pipes:
data = self._write_wrapped("|".join(data), sep="|")
else:
data = " ".join(data)
fh.write("! {kind} {var} = {data}\n".format(
kind=kind,
var=var,
data=data,
))
fh.write("\n")
# Begin block.
if len(deparsed["begin"]["triggers"]):
fh.write("> begin\n\n")
self._write_triggers(fh, deparsed["begin"]["triggers"], indent="\t")
fh.write("< begin\n\n")
# The topics. Random first!
topics = ["random"]
topics.extend(sorted(deparsed["topics"].keys()))
done_random = False
for topic in topics:
if topic not in deparsed["topics"]: continue
if topic == "random" and done_random: continue
if topic == "random": done_random = True
tagged = False # Used > topic tag
data = deparsed["topics"][topic]
if topic != "random" or len(data["includes"]) or len(data["inherits"]):
tagged = True
fh.write("> topic " + topic)
if data["inherits"]:
fh.write(" inherits " + " ".join(sorted(data["inherits"].keys())))
if data["includes"]:
fh.write(" includes " + " ".join(sorted(data["includes"].keys())))
fh.write("\n\n")
indent = "\t" if tagged else ""
self._write_triggers(fh, data["triggers"], indent=indent)
if tagged:
fh.write("< topic\n\n")
return True | [
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Pass either a file name (string) or a file handle object.
This uses ``deparse()`` to dump a representation of the loaded data and
writes it to the destination file. If you provide your own data as the
``deparsed`` argument, it will use that data instead of calling
``deparse()`` itself. This way you can use ``deparse()``, edit the data,
and use that to write the RiveScript document (for example, to be used
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fh (str or file): a string or a file-like object.
deparsed (dict): a data structure in the same format as what
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"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L348-L448 | train | Writes the currently parsed RiveScript data into a file. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\157' + '\x31' + '\062' + chr(0b10101 + 0o41), 0b1000), nzTpIcepk0o8(chr(979 - 931) + '\157' + chr(51) + chr(0b110000) + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1011101 + 0o22) + chr(51) + '\067' + chr(750 - 702), 0b1000), nzTpIcepk0o8(chr(936 - 888) + chr(0b1101111) + '\061' + chr(1378 - 1328) + chr(50), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011100 + 0o23) + chr(0b1001 + 0o50) + chr(53) + chr(0b110110 + 0o0), 0o10), nzTpIcepk0o8('\060' + chr(0b101011 + 0o104) + chr(1448 - 1397) + '\064', 55588 - 55580), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(51) + chr(0b101100 + 0o11), 33665 - 33657), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(111) + chr(418 - 368) + chr(1125 - 1072) + '\064', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(1509 - 1398) + '\064' + chr(0b110000 + 0o0), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49) + '\066' + chr(0b110100), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(50) + chr(50) + '\064', 36806 - 36798), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + '\060' + chr(54), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + '\x32' + chr(816 - 761) + chr(0b100011 + 0o16), 50867 - 50859), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\157' + '\061' + '\x37' + chr(48), 22186 - 22178), nzTpIcepk0o8(chr(0b10000 + 0o40) + '\157' + '\x33' + chr(837 - 789) + chr(48), 8), nzTpIcepk0o8(chr(48) + chr(0b1101001 + 0o6) + chr(0b100111 + 0o14) + chr(1580 - 1529) + '\x31', 0o10), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101111) + chr(1612 - 1562) + chr(49) + chr(0b110010), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + '\061' + chr(806 - 752) + '\066', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b100 + 0o56) + chr(1266 - 1215), ord("\x08")), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(4044 - 3933) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(48) + chr(3556 - 3445) + chr(1956 - 1902), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(0b11111 + 0o26) + '\067', 0b1000), nzTpIcepk0o8(chr(0b100011 + 0o15) + chr(0b1100000 + 0o17) + '\063' + chr(0b100000 + 0o27) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + '\157' + '\063' + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b11101 + 0o26) + chr(0b110000) + '\x33', 0b1000), nzTpIcepk0o8('\060' + chr(111) + '\062' + chr(0b1111 + 0o47) + chr(55), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(934 - 884) + '\060', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(3593 - 3482) + '\062' + chr(0b101100 + 0o11) + chr(0b110111), 8), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(1655 - 1607) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\157' + chr(825 - 776) + chr(0b11010 + 0o27) + chr(0b111 + 0o54), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011011 + 0o24) + '\061' + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(1966 - 1918) + chr(0b11000 + 0o127) + chr(0b101100 + 0o7) + chr(0b110110) + '\065', 0o10), nzTpIcepk0o8('\060' + chr(0b111100 + 0o63) + chr(102 - 52) + chr(2412 - 2357) + chr(0b110110), 0o10), nzTpIcepk0o8(chr(0b10001 + 0o37) + chr(111) + chr(49) + chr(0b110110) + '\x31', ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + '\061' + '\x35' + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(11990 - 11879) + '\x31' + chr(2206 - 2155) + chr(2196 - 2143), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011001 + 0o26) + '\062' + chr(51), 8), nzTpIcepk0o8('\x30' + chr(0b10011 + 0o134) + chr(0b110001) + '\060' + chr(0b110000), 0b1000), nzTpIcepk0o8(chr(0b1011 + 0o45) + chr(0b1101111) + chr(50) + chr(49) + '\x30', 49062 - 49054), nzTpIcepk0o8(chr(48) + chr(6384 - 6273) + chr(0b101 + 0o56) + chr(49) + chr(1251 - 1199), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110101) + chr(0b110000), 29276 - 29268)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'x'), chr(100) + '\145' + chr(4402 - 4303) + '\x6f' + chr(0b1100100) + '\145')('\165' + chr(0b1000100 + 0o60) + chr(0b1100110) + chr(0b101 + 0o50) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ml0hhpv1Lpq2(hXMPsSrOQzbh, ghfrO2vbANu_, zh9c3BAieiBQ=None):
if suIjIS24Zkqw(ghfrO2vbANu_, N9zlRy29S1SS):
ghfrO2vbANu_ = Hj8X5RtMNBIn.DnU3Rq9N5ala(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'!'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1001101 + 0o42) + chr(8413 - 8313) + chr(101))(chr(117) + '\x74' + chr(6954 - 6852) + '\x2d' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'#\xb4\x9e\x7fV'), chr(0b1100100) + '\x65' + chr(0b1000010 + 0o41) + chr(0b1000001 + 0o56) + chr(0b1100100) + chr(284 - 183))(chr(0b1110101) + chr(116) + chr(0b100000 + 0o106) + chr(0b101101) + chr(2919 - 2863)))
if zh9c3BAieiBQ is None:
zh9c3BAieiBQ = hXMPsSrOQzbh.deparse()
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(100) + chr(0b111100 + 0o51) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(513 - 412))('\165' + chr(7278 - 7162) + chr(0b1010 + 0o134) + '\055' + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'y\xef\xd8\x05\x1cui\xd8E\x1a\xb4\xa4\xc0X\xb2\xb0\xfc\x13`at\xc6\x8bl\xed\xd3u\xdf%9|\x90\x96Xg'), chr(0b1010001 + 0o23) + '\145' + '\x63' + chr(0b110011 + 0o74) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(0b1001001 + 0o35) + '\055' + chr(0b111000)))
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(0b1011 + 0o131) + '\145')('\165' + '\164' + '\146' + '\x2d' + '\x38'))(roI3spqORKae(ES5oEprVxulp(b'w\xe0\x8e7\x1cot\xc3NT\xa9\xe6\x8bV\xf0\xd3\x80'), chr(7620 - 7520) + chr(101) + chr(0b1100011) + chr(0b100010 + 0o115) + chr(0b1100100) + chr(0b1100101))(chr(117) + '\164' + '\x66' + '\055' + '\x38'))
for UazF426buBeS in [roI3spqORKae(ES5oEprVxulp(b'1\xac\x970\x0fp'), chr(7344 - 7244) + chr(101) + chr(99) + chr(111) + chr(0b10011 + 0o121) + chr(241 - 140))(chr(4411 - 4294) + '\x74' + chr(6883 - 6781) + '\055' + chr(1786 - 1730)), roI3spqORKae(ES5oEprVxulp(b' \xa1\x8a'), '\144' + chr(4363 - 4262) + chr(0b1100011) + chr(10051 - 9940) + chr(0b1000101 + 0o37) + chr(0b1010000 + 0o25))(chr(1423 - 1306) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b1000 + 0o60)), roI3spqORKae(ES5oEprVxulp(b'%\xb5\x9a'), chr(100) + chr(0b1011011 + 0o12) + chr(0b1101 + 0o126) + '\157' + chr(0b1100100) + '\x65')(chr(117) + '\164' + chr(102) + '\055' + chr(56)), roI3spqORKae(ES5oEprVxulp(b'&\xa5\x8a!\x01r'), chr(7034 - 6934) + '\x65' + chr(2384 - 2285) + '\x6f' + '\x64' + '\x65')(chr(12198 - 12081) + chr(116) + chr(102) + '\055' + '\x38'), roI3spqORKae(ES5oEprVxulp(b'7\xb2\x8a3\x17'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(6919 - 6802) + '\x74' + '\146' + chr(45) + '\x38')]:
if ftfygxgFas5X(roI3spqORKae(zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'4\xa5\x9f;\x00'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b10011 + 0o134) + '\x64' + chr(1716 - 1615))(chr(0b101110 + 0o107) + chr(0b1110100) + '\146' + chr(0b101101) + '\070')][UazF426buBeS], roI3spqORKae(ES5oEprVxulp(b'=\xa5\x81!'), chr(8768 - 8668) + '\145' + chr(1296 - 1197) + '\157' + '\x64' + '\x65')(chr(0b1110101) + chr(313 - 197) + chr(102) + chr(0b101101) + chr(1395 - 1339)))()) == nzTpIcepk0o8(chr(48) + '\157' + '\x30', 55957 - 55949):
continue
for dCTqsFxxt3gY in V3OlOVg98A85(roI3spqORKae(zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'4\xa5\x9f;\x00'), '\x64' + chr(0b101001 + 0o74) + chr(8974 - 8875) + chr(0b1101111) + chr(4962 - 4862) + '\x65')(chr(0b1000101 + 0o60) + chr(4251 - 4135) + chr(0b1100110) + '\x2d' + chr(56))][UazF426buBeS], roI3spqORKae(ES5oEprVxulp(b'=\xa5\x81!'), chr(1703 - 1603) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1010 + 0o153) + chr(9032 - 8916) + '\146' + chr(842 - 797) + chr(0b111000)))()):
FfKOThdpoDTb = zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'4\xa5\x9f;\x00'), chr(0b1101 + 0o127) + chr(0b1011 + 0o132) + chr(99) + chr(0b1011101 + 0o22) + '\144' + chr(0b1010111 + 0o16))(chr(0b1100011 + 0o22) + chr(1706 - 1590) + '\146' + chr(0b100010 + 0o13) + chr(56))][UazF426buBeS][dCTqsFxxt3gY]
if MJ07XsN5uFgW(FfKOThdpoDTb) not in [N9zlRy29S1SS, H8p5T_wwctMA]:
iJ0piAsaoWoQ = nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110000), 8)
for lGTavdCofTYw in FfKOThdpoDTb:
if roI3spqORKae(ES5oEprVxulp(b'v'), '\144' + chr(4693 - 4592) + chr(0b11101 + 0o106) + '\157' + '\x64' + chr(0b11111 + 0o106))(chr(117) + chr(116) + chr(0b100110 + 0o100) + '\x2d' + '\x38') in lGTavdCofTYw:
iJ0piAsaoWoQ = nzTpIcepk0o8('\x30' + chr(8042 - 7931) + chr(1568 - 1519), 0b1000)
break
if iJ0piAsaoWoQ:
FfKOThdpoDTb = hXMPsSrOQzbh._write_wrapped(roI3spqORKae(ES5oEprVxulp(b'*'), chr(485 - 385) + chr(101) + '\143' + chr(0b1101101 + 0o2) + chr(0b1001 + 0o133) + chr(101))(chr(8792 - 8675) + chr(13262 - 13146) + chr(8332 - 8230) + chr(45) + '\x38').Y4yM9BcfTCNq(FfKOThdpoDTb), sep=roI3spqORKae(ES5oEprVxulp(b'*'), chr(100) + chr(0b1001101 + 0o30) + chr(0b1100011) + chr(0b1011001 + 0o26) + '\x64' + chr(3103 - 3002))(chr(117) + chr(9637 - 9521) + '\146' + chr(0b101101) + chr(2544 - 2488)))
else:
FfKOThdpoDTb = roI3spqORKae(ES5oEprVxulp(b'v'), '\x64' + chr(101) + '\143' + '\x6f' + '\144' + chr(101))(chr(0b10111 + 0o136) + chr(1187 - 1071) + '\x66' + '\055' + '\070').Y4yM9BcfTCNq(FfKOThdpoDTb)
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(100) + '\x65' + '\x63' + chr(111) + chr(8088 - 7988) + chr(101))('\x75' + chr(5947 - 5831) + '\x66' + chr(485 - 440) + '\070'))(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'w\xe0\x839\x07ry\xd1\x00\x0f\xe2\xa7\xcb\x05\xe0\xe4\xaa\rwcr\xce\x86\x12'), '\144' + chr(0b110000 + 0o65) + '\143' + '\157' + chr(100) + chr(101))(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + '\x38'), roI3spqORKae(ES5oEprVxulp(b"'\xf3\xcb\x19)/{\xc3q+\xd7\x8c"), '\x64' + chr(0b10101 + 0o120) + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(6131 - 6029) + '\055' + chr(0b111000)))(kind=UazF426buBeS, var=dCTqsFxxt3gY, data=FfKOThdpoDTb))
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), '\x64' + chr(10121 - 10020) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')(chr(0b1 + 0o164) + chr(8227 - 8111) + chr(102) + chr(45) + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'\\'), chr(434 - 334) + chr(0b110101 + 0o60) + chr(8364 - 8265) + '\157' + chr(100) + chr(1871 - 1770))(chr(117) + '\164' + chr(102) + chr(1442 - 1397) + '\x38'))
if ftfygxgFas5X(zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'4\xa5\x9f;\x00'), '\144' + chr(0b1000110 + 0o37) + chr(99) + chr(0b1001000 + 0o47) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(6824 - 6708) + '\x66' + '\x2d' + chr(0b111000))][roI3spqORKae(ES5oEprVxulp(b'"\xb2\x915\tyo\xdf'), chr(100) + '\145' + chr(0b101101 + 0o66) + '\157' + chr(100) + chr(0b1100101))(chr(117) + '\164' + chr(1046 - 944) + '\055' + chr(260 - 204))]):
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(100) + chr(0b1100101) + chr(6940 - 6841) + chr(10425 - 10314) + chr(0b10110 + 0o116) + '\145')(chr(117) + chr(7121 - 7005) + chr(102) + chr(0b100000 + 0o15) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'h\xe0\x9a7\tus\xa6*'), chr(100) + chr(791 - 690) + '\143' + chr(111) + chr(1079 - 979) + chr(101))('\x75' + chr(116) + chr(102) + '\x2d' + chr(2822 - 2766)))
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\t\xb7\x8a;\x1ayB\xd8R\x1d\xf3\xa1\xdc\n\xb3'), chr(0b1100100) + chr(2560 - 2459) + chr(99) + '\x6f' + '\144' + chr(9129 - 9028))(chr(117) + '\164' + chr(0b1100110) + '\x2d' + '\x38'))(ghfrO2vbANu_, zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'4\xa5\x9f;\x00'), chr(100) + chr(101) + '\143' + chr(111) + chr(100) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070')][roI3spqORKae(ES5oEprVxulp(b'"\xb2\x915\tyo\xdf'), '\x64' + '\x65' + '\143' + chr(111) + chr(0b1100100) + chr(8264 - 8163))('\165' + '\164' + chr(0b1100110) + chr(0b101101) + '\070')], indent=roI3spqORKae(ES5oEprVxulp(b'_'), chr(3554 - 3454) + chr(101) + chr(4068 - 3969) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b101000 + 0o115) + '\x74' + '\146' + '\x2d' + chr(0b10111 + 0o41)))
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(0b1100100) + chr(0b11011 + 0o112) + chr(0b1010001 + 0o22) + chr(111) + chr(5085 - 4985) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'j\xe0\x9a7\tus\xa6*'), chr(0b1100100) + '\145' + chr(0b100001 + 0o102) + '\x6f' + chr(3591 - 3491) + chr(101))(chr(0b110100 + 0o101) + '\x74' + chr(4271 - 4169) + chr(0b101101) + chr(0b111 + 0o61)))
mk9HPFoKAKI2 = [roI3spqORKae(ES5oEprVxulp(b'$\xa1\x966\x01q'), '\x64' + chr(9343 - 9242) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(8162 - 8061))('\x75' + '\164' + '\x66' + chr(0b101101) + '\070')]
roI3spqORKae(mk9HPFoKAKI2, roI3spqORKae(ES5oEprVxulp(b'\x02\x9f\xcb\x1f\x01xQ\xfb\x7f6\xf6\xb7'), chr(100) + chr(6552 - 6451) + '\x63' + chr(10375 - 10264) + chr(100) + chr(101))(chr(0b1011001 + 0o34) + chr(0b11010 + 0o132) + chr(0b1100110) + '\x2d' + chr(0b111000)))(V3OlOVg98A85(roI3spqORKae(zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'"\xaf\x88;\ro'), '\144' + chr(10172 - 10071) + chr(2277 - 2178) + '\157' + chr(3744 - 3644) + '\145')(chr(0b1110101) + chr(116) + '\146' + '\055' + '\070')], roI3spqORKae(ES5oEprVxulp(b'=\xa5\x81!'), chr(2251 - 2151) + '\x65' + '\x63' + chr(7043 - 6932) + chr(0b101 + 0o137) + chr(0b101000 + 0o75))('\x75' + chr(7159 - 7043) + chr(0b1000001 + 0o45) + '\x2d' + chr(56)))()))
T01e8ldCAULC = nzTpIcepk0o8('\x30' + '\x6f' + chr(48), 8)
for eddDFOEFy2dH in mk9HPFoKAKI2:
if eddDFOEFy2dH not in zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'"\xaf\x88;\ro'), chr(100) + chr(0b101011 + 0o72) + chr(0b1100011) + chr(0b1010100 + 0o33) + chr(3246 - 3146) + chr(619 - 518))(chr(0b111000 + 0o75) + chr(0b1011001 + 0o33) + chr(4157 - 4055) + '\055' + '\070')]:
continue
if eddDFOEFy2dH == roI3spqORKae(ES5oEprVxulp(b'$\xa1\x966\x01q'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110010 + 0o3) + '\x74' + chr(0b1100110) + chr(1526 - 1481) + '\x38') and T01e8ldCAULC:
continue
if eddDFOEFy2dH == roI3spqORKae(ES5oEprVxulp(b'$\xa1\x966\x01q'), '\x64' + chr(6650 - 6549) + '\143' + '\x6f' + chr(100) + chr(101))(chr(0b110000 + 0o105) + chr(0b1110100) + chr(8450 - 8348) + chr(1092 - 1047) + chr(0b111000)):
T01e8ldCAULC = nzTpIcepk0o8('\060' + '\x6f' + '\061', 8)
CFEJDp_F7CPG = nzTpIcepk0o8(chr(48) + chr(3455 - 3344) + chr(0b10011 + 0o35), 8)
FfKOThdpoDTb = zh9c3BAieiBQ[roI3spqORKae(ES5oEprVxulp(b'"\xaf\x88;\ro'), '\144' + chr(101) + chr(0b1100011) + '\x6f' + chr(0b100 + 0o140) + chr(0b1100101))(chr(117) + chr(0b1110100) + '\146' + chr(1827 - 1782) + chr(1336 - 1280))][eddDFOEFy2dH]
if eddDFOEFy2dH != roI3spqORKae(ES5oEprVxulp(b'$\xa1\x966\x01q'), chr(6106 - 6006) + '\145' + '\143' + '\157' + chr(8375 - 8275) + chr(0b11100 + 0o111))('\165' + '\164' + chr(7961 - 7859) + chr(0b11110 + 0o17) + '\070') or ftfygxgFas5X(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'?\xae\x9b>\x1bxx\xdf'), chr(0b1011111 + 0o5) + chr(0b1000010 + 0o43) + '\143' + chr(111) + '\x64' + '\x65')('\165' + chr(0b100000 + 0o124) + chr(0b1100110) + chr(45) + chr(0b111000))]) or ftfygxgFas5X(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'?\xae\x907\x1cui\xdf'), chr(100) + chr(7503 - 7402) + chr(99) + '\x6f' + chr(100) + chr(101))('\165' + '\x74' + chr(9323 - 9221) + chr(0b101101) + '\x38')]):
CFEJDp_F7CPG = nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8)
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(0b1010111 + 0o15) + '\145' + '\143' + chr(0b100000 + 0o117) + chr(8615 - 8515) + '\145')(chr(5486 - 5369) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'h\xe0\x8c=\x1eu~\x8c'), chr(9103 - 9003) + chr(7542 - 7441) + chr(99) + chr(6709 - 6598) + chr(0b1010011 + 0o21) + '\145')(chr(117) + chr(116) + chr(0b1010 + 0o134) + chr(0b101101) + '\070') + eddDFOEFy2dH)
if FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'?\xae\x907\x1cui\xdf'), chr(6629 - 6529) + chr(7442 - 7341) + chr(0b1100011) + '\x6f' + chr(6497 - 6397) + chr(0b11100 + 0o111))('\165' + chr(0b1011110 + 0o26) + chr(0b1100110) + chr(0b1100 + 0o41) + '\070')]:
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(0b1100100) + chr(101) + chr(99) + chr(5377 - 5266) + '\x64' + chr(101))(chr(0b110 + 0o157) + '\164' + chr(2402 - 2300) + chr(0b101101) + chr(0b1100 + 0o54)))(roI3spqORKae(ES5oEprVxulp(b'v\xa9\x96:\x0bnt\xd8ST'), '\x64' + chr(0b1100101) + chr(8679 - 8580) + chr(111) + chr(0b1100100) + chr(3412 - 3311))('\165' + chr(116) + chr(0b110001 + 0o65) + '\055' + chr(2137 - 2081)) + roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'v'), chr(100) + chr(0b1100101) + chr(4422 - 4323) + chr(0b1101111) + '\144' + chr(0b111011 + 0o52))('\x75' + '\x74' + chr(0b1100110) + chr(45) + chr(0b110100 + 0o4)), roI3spqORKae(ES5oEprVxulp(b'\x0f\xf4\x81\x1fW^~\xcat7\xda\xb7'), chr(0b101110 + 0o66) + chr(0b1011011 + 0o12) + '\143' + '\157' + '\x64' + chr(1619 - 1518))(chr(0b1110101) + '\164' + chr(0b1100110) + '\x2d' + chr(0b111000)))(V3OlOVg98A85(roI3spqORKae(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'?\xae\x907\x1cui\xdf'), '\144' + '\145' + '\x63' + chr(0b1101111) + chr(9092 - 8992) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1001000 + 0o36) + chr(0b10 + 0o53) + chr(56))], roI3spqORKae(ES5oEprVxulp(b'=\xa5\x81!'), chr(0b101110 + 0o66) + chr(0b111001 + 0o54) + '\143' + chr(0b1101111) + '\x64' + chr(9499 - 9398))(chr(7717 - 7600) + '\164' + '\x66' + chr(1532 - 1487) + chr(56)))())))
if FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'?\xae\x9b>\x1bxx\xdf'), '\144' + '\x65' + '\x63' + '\157' + chr(100) + chr(6205 - 6104))(chr(117) + chr(116) + '\146' + chr(45) + chr(56))]:
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), '\x64' + chr(0b111 + 0o136) + '\143' + '\x6f' + '\x64' + chr(101))(chr(4757 - 4640) + chr(0b1110100) + chr(102) + '\x2d' + chr(56)))(roI3spqORKae(ES5oEprVxulp(b'v\xa9\x961\x02iy\xc9ST'), '\144' + chr(0b111000 + 0o55) + chr(99) + chr(111) + chr(100) + '\x65')(chr(0b1001110 + 0o47) + chr(3518 - 3402) + chr(102) + '\055' + '\070') + roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'v'), '\144' + chr(1730 - 1629) + '\x63' + chr(0b1101111) + chr(0b110001 + 0o63) + '\x65')('\x75' + chr(0b1110100) + chr(102) + '\x2d' + '\070'), roI3spqORKae(ES5oEprVxulp(b'\x0f\xf4\x81\x1fW^~\xcat7\xda\xb7'), chr(0b1100100) + chr(3786 - 3685) + chr(0b1010010 + 0o21) + chr(0b1101111 + 0o0) + chr(3685 - 3585) + '\145')(chr(0b1001 + 0o154) + '\x74' + '\146' + '\055' + '\070'))(V3OlOVg98A85(roI3spqORKae(FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'?\xae\x9b>\x1bxx\xdf'), chr(0b11000 + 0o114) + chr(0b1011001 + 0o14) + '\x63' + chr(3156 - 3045) + chr(100) + chr(0b1100101))(chr(117) + chr(12686 - 12570) + chr(2079 - 1977) + '\055' + chr(0b100011 + 0o25))], roI3spqORKae(ES5oEprVxulp(b'=\xa5\x81!'), '\x64' + chr(0b11110 + 0o107) + chr(0b100111 + 0o74) + chr(111) + chr(0b1001001 + 0o33) + chr(0b10001 + 0o124))(chr(0b1000000 + 0o65) + '\x74' + '\146' + '\055' + chr(56)))())))
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(0b11101 + 0o107) + chr(101) + chr(1734 - 1635) + '\x6f' + '\x64' + chr(0b1000011 + 0o42))(chr(117) + '\x74' + chr(102) + chr(1282 - 1237) + chr(2753 - 2697)))(roI3spqORKae(ES5oEprVxulp(b'\\\xca'), chr(0b10111 + 0o115) + chr(0b1100101) + chr(0b1100011) + chr(10488 - 10377) + '\144' + chr(0b1100101))(chr(117) + chr(11772 - 11656) + '\x66' + chr(0b1011 + 0o42) + '\x38'))
i4usVYhovOBe = roI3spqORKae(ES5oEprVxulp(b'_'), chr(0b10111 + 0o115) + chr(0b1010011 + 0o22) + chr(0b1100011) + chr(5191 - 5080) + chr(5937 - 5837) + chr(0b1001010 + 0o33))(chr(0b1110101) + '\164' + chr(9750 - 9648) + chr(45) + '\070') if CFEJDp_F7CPG else roI3spqORKae(ES5oEprVxulp(b''), '\144' + chr(0b1100101) + '\143' + chr(8709 - 8598) + chr(2689 - 2589) + chr(101))(chr(0b1110101) + chr(116) + chr(9719 - 9617) + '\x2d' + chr(1140 - 1084))
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\t\xb7\x8a;\x1ayB\xd8R\x1d\xf3\xa1\xdc\n\xb3'), chr(100) + chr(5255 - 5154) + '\143' + chr(2798 - 2687) + '\144' + '\x65')(chr(117) + chr(4639 - 4523) + chr(0b1100110) + '\x2d' + chr(0b10000 + 0o50)))(ghfrO2vbANu_, FfKOThdpoDTb[roI3spqORKae(ES5oEprVxulp(b'"\xb2\x915\tyo\xdf'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + '\x65')(chr(0b100 + 0o161) + '\164' + '\x66' + '\x2d' + chr(670 - 614))], indent=i4usVYhovOBe)
if CFEJDp_F7CPG:
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b';\xac\xc8:\x06lk\x9dl\x04\xe5\xf4'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b11111 + 0o120) + chr(0b1100100) + '\145')(chr(3343 - 3226) + '\164' + chr(0b1100110) + chr(0b10110 + 0o27) + chr(2849 - 2793)))(roI3spqORKae(ES5oEprVxulp(b'j\xe0\x8c=\x1eu~\xa6*'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(2192 - 2075) + chr(0b1110100) + '\x66' + '\x2d' + '\070'))
return nzTpIcepk0o8(chr(0b110000) + chr(111) + '\061', 8) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript._write_triggers | def _write_triggers(self, fh, triggers, indent=""):
"""Write triggers to a file handle.
Parameters:
fh (file): file object.
triggers (list): list of triggers to write.
indent (str): indentation for each line.
"""
for trig in triggers:
fh.write(indent + "+ " + self._write_wrapped(trig["trigger"], indent=indent) + "\n")
d = trig
if d.get("previous"):
fh.write(indent + "% " + self._write_wrapped(d["previous"], indent=indent) + "\n")
for cond in d["condition"]:
fh.write(indent + "* " + self._write_wrapped(cond, indent=indent) + "\n")
if d.get("redirect"):
fh.write(indent + "@ " + self._write_wrapped(d["redirect"], indent=indent) + "\n")
for reply in d["reply"]:
fh.write(indent + "- " + self._write_wrapped(reply, indent=indent) + "\n")
fh.write("\n") | python | def _write_triggers(self, fh, triggers, indent=""):
"""Write triggers to a file handle.
Parameters:
fh (file): file object.
triggers (list): list of triggers to write.
indent (str): indentation for each line.
"""
for trig in triggers:
fh.write(indent + "+ " + self._write_wrapped(trig["trigger"], indent=indent) + "\n")
d = trig
if d.get("previous"):
fh.write(indent + "% " + self._write_wrapped(d["previous"], indent=indent) + "\n")
for cond in d["condition"]:
fh.write(indent + "* " + self._write_wrapped(cond, indent=indent) + "\n")
if d.get("redirect"):
fh.write(indent + "@ " + self._write_wrapped(d["redirect"], indent=indent) + "\n")
for reply in d["reply"]:
fh.write(indent + "- " + self._write_wrapped(reply, indent=indent) + "\n")
fh.write("\n") | [
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Parameters:
fh (file): file object.
triggers (list): list of triggers to write.
indent (str): indentation for each line. | [
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"handle",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L450-L475 | train | Writes a list of triggers to a file handle. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(7597 - 7486) + '\x33' + chr(2243 - 2189) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1111 + 0o140) + chr(1977 - 1925) + chr(0b10100 + 0o37), 37034 - 37026), nzTpIcepk0o8(chr(1264 - 1216) + chr(111) + chr(49) + '\x35' + chr(53), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(1368 - 1319) + '\x33' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(1184 - 1136) + '\x6f' + chr(288 - 239) + chr(48) + '\060', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(76 - 27) + chr(53) + '\x32', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110010) + '\x30' + chr(0b110000), 15735 - 15727), nzTpIcepk0o8('\060' + '\157' + '\x33' + chr(0b100111 + 0o20), 0o10), nzTpIcepk0o8(chr(48) + chr(0b101001 + 0o106) + '\063' + chr(0b100100 + 0o14) + '\x33', 29356 - 29348), nzTpIcepk0o8(chr(1988 - 1940) + chr(0b1100 + 0o143) + '\x32' + chr(0b11100 + 0o25) + chr(2480 - 2427), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(50) + chr(0b11101 + 0o24) + chr(0b110011), 18723 - 18715), nzTpIcepk0o8(chr(907 - 859) + chr(0b101010 + 0o105) + chr(52) + chr(55), 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x33' + chr(733 - 684) + '\x31', 0o10), nzTpIcepk0o8(chr(0b1000 + 0o50) + '\x6f' + chr(0b110010) + chr(0b110011) + '\065', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + '\x30' + chr(51), 8), nzTpIcepk0o8(chr(1193 - 1145) + chr(0b1101111) + '\062' + chr(51) + '\062', 31049 - 31041), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + '\065' + '\x34', 0b1000), nzTpIcepk0o8('\060' + chr(0b10 + 0o155) + '\x37' + chr(356 - 302), 0o10), nzTpIcepk0o8(chr(671 - 623) + chr(111) + chr(51) + chr(51) + chr(53), 48602 - 48594), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(2183 - 2129) + chr(55), ord("\x08")), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(111) + '\061' + '\x31' + chr(50), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1011110 + 0o21) + chr(0b11111 + 0o30) + chr(54), 8), nzTpIcepk0o8(chr(1933 - 1885) + '\x6f' + chr(0b110001) + chr(0b100 + 0o57) + '\065', 25361 - 25353), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b110101 + 0o72) + chr(0b11010 + 0o30) + chr(1149 - 1096) + chr(0b100100 + 0o20), 8), nzTpIcepk0o8('\x30' + chr(0b101010 + 0o105) + chr(0b10001 + 0o42) + chr(50) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + chr(1539 - 1428) + '\x33' + chr(0b1111 + 0o44) + '\x32', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(6932 - 6821) + '\064', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011101 + 0o22) + '\063' + chr(0b110001) + '\x33', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b110000 + 0o3) + chr(0b110110), 34662 - 34654), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(0b110111) + chr(0b1 + 0o66), ord("\x08")), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + '\x36' + chr(435 - 382), 15951 - 15943), nzTpIcepk0o8('\x30' + chr(3568 - 3457) + chr(896 - 844), 8), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(0b110101), 15037 - 15029), nzTpIcepk0o8('\060' + chr(2219 - 2108) + chr(0b110001 + 0o0) + chr(0b101110 + 0o3), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + chr(0b110101) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + chr(11909 - 11798) + chr(54) + '\062', ord("\x08")), nzTpIcepk0o8(chr(598 - 550) + chr(0b1101111) + '\x32' + chr(121 - 72) + chr(0b101110 + 0o10), ord("\x08")), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b101110 + 0o101) + '\063' + chr(50) + chr(0b10100 + 0o40), 53720 - 53712), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + chr(53) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(0b100111 + 0o11) + chr(0b1100110 + 0o11) + chr(0b110010) + chr(2200 - 2146) + chr(50), 19120 - 19112)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(2246 - 2198) + chr(0b1010 + 0o145) + '\065' + chr(0b10010 + 0o36), 6222 - 6214)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xdc'), '\x64' + chr(101) + '\x63' + chr(0b1010111 + 0o30) + chr(100) + chr(0b111101 + 0o50))(chr(8211 - 8094) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def a6sG7fXr_OIn(hXMPsSrOQzbh, ghfrO2vbANu_, dEkkN6MfKMXc, i4usVYhovOBe=roI3spqORKae(ES5oEprVxulp(b''), chr(0b1100100) + chr(0b1000110 + 0o37) + '\x63' + '\x6f' + '\144' + chr(0b110001 + 0o64))(chr(4846 - 4729) + chr(0b100 + 0o160) + '\146' + '\x2d' + chr(0b111000))):
for LcB90UcDdLVc in dEkkN6MfKMXc:
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'\x9fO]4(\x1a\xf6.\x8f\xfd\xfa\x15'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1 + 0o156) + chr(0b1011 + 0o131) + chr(101))('\165' + '\164' + chr(4549 - 4447) + chr(0b10110 + 0o27) + chr(0b111000)))(i4usVYhovOBe + roI3spqORKae(ES5oEprVxulp(b'\xd9\x03'), '\x64' + chr(101) + chr(99) + chr(111) + '\144' + chr(1361 - 1260))(chr(0b1110101) + chr(2231 - 2115) + chr(1632 - 1530) + chr(0b10100 + 0o31) + '\x38') + roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xadT\x1f54\x0f\xdfh\xb1\xec\xfbW\xac\xf9'), '\144' + '\145' + '\x63' + chr(0b10100 + 0o133) + chr(0b1100100) + chr(101))(chr(10351 - 10234) + '\164' + chr(0b1100110) + chr(153 - 108) + chr(0b111000)))(LcB90UcDdLVc[roI3spqORKae(ES5oEprVxulp(b"\x86Q\x04;'\x0f\xf2"), '\144' + '\145' + '\143' + '\157' + '\x64' + '\x65')(chr(5307 - 5190) + chr(0b1110100) + chr(0b101 + 0o141) + '\055' + '\070')], indent=i4usVYhovOBe) + roI3spqORKae(ES5oEprVxulp(b'\xf8'), chr(0b1100011 + 0o1) + '\x65' + '\143' + '\157' + chr(0b0 + 0o144) + '\145')(chr(0b1000111 + 0o56) + chr(116) + chr(6755 - 6653) + chr(0b101101) + '\070'))
vPPlOXQgR3SM = LcB90UcDdLVc
if roI3spqORKae(vPPlOXQgR3SM, roI3spqORKae(ES5oEprVxulp(b'\xb5v&94\x1f\xb4g\xa2\xca\xf8m'), '\144' + chr(3582 - 3481) + chr(0b1100011) + chr(0b1101100 + 0o3) + '\x64' + chr(0b1100001 + 0o4))(chr(1404 - 1287) + chr(0b1110100) + '\146' + '\x2d' + chr(0b100 + 0o64)))(roI3spqORKae(ES5oEprVxulp(b'\x82Q\x08*)\x05\xf5l'), '\144' + '\x65' + '\143' + chr(111) + chr(0b1001101 + 0o27) + '\145')(chr(117) + '\x74' + '\x66' + chr(45) + '\x38')):
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'\x9fO]4(\x1a\xf6.\x8f\xfd\xfa\x15'), '\144' + '\145' + chr(99) + '\157' + chr(0b110010 + 0o62) + chr(101))(chr(13228 - 13111) + '\164' + chr(0b1100110) + chr(1770 - 1725) + chr(0b111000)))(i4usVYhovOBe + roI3spqORKae(ES5oEprVxulp(b'\xd7\x03'), '\144' + '\x65' + '\143' + '\x6f' + chr(0b1100100) + chr(9899 - 9798))('\x75' + chr(0b1110100) + chr(0b111111 + 0o47) + chr(0b1001 + 0o44) + '\x38') + roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xadT\x1f54\x0f\xdfh\xb1\xec\xfbW\xac\xf9'), chr(2790 - 2690) + chr(0b1100101) + '\x63' + chr(111) + chr(100) + chr(1006 - 905))('\x75' + '\164' + chr(0b101001 + 0o75) + '\055' + '\070'))(vPPlOXQgR3SM[roI3spqORKae(ES5oEprVxulp(b'\x82Q\x08*)\x05\xf5l'), chr(0b1100100) + chr(101) + chr(9409 - 9310) + '\x6f' + chr(539 - 439) + '\x65')('\x75' + '\164' + chr(6421 - 6319) + chr(0b11 + 0o52) + chr(1796 - 1740))], indent=i4usVYhovOBe) + roI3spqORKae(ES5oEprVxulp(b'\xf8'), chr(0b1100100) + '\145' + chr(0b101010 + 0o71) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + '\x74' + chr(102) + chr(976 - 931) + chr(1735 - 1679)))
for VBCqc_uABtb3 in vPPlOXQgR3SM[roI3spqORKae(ES5oEprVxulp(b'\x91L\x038)\x1e\xe9p\xad'), '\144' + '\x65' + '\143' + chr(9977 - 9866) + chr(0b1100100) + chr(9649 - 9548))(chr(0b10 + 0o163) + chr(0b1001001 + 0o53) + '\146' + chr(0b101101) + '\070')]:
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'\x9fO]4(\x1a\xf6.\x8f\xfd\xfa\x15'), chr(2361 - 2261) + chr(6391 - 6290) + chr(0b1001000 + 0o33) + '\x6f' + '\x64' + chr(101))(chr(117) + '\164' + chr(6409 - 6307) + '\055' + '\x38'))(i4usVYhovOBe + roI3spqORKae(ES5oEprVxulp(b'\xd8\x03'), chr(9267 - 9167) + '\x65' + chr(7329 - 7230) + chr(111) + chr(0b1100100) + '\145')('\165' + '\164' + chr(2324 - 2222) + chr(251 - 206) + chr(56)) + roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xadT\x1f54\x0f\xdfh\xb1\xec\xfbW\xac\xf9'), chr(9965 - 9865) + '\x65' + '\143' + chr(10196 - 10085) + '\x64' + chr(0b1001100 + 0o31))('\x75' + '\x74' + chr(0b1100110) + '\055' + chr(56)))(VBCqc_uABtb3, indent=i4usVYhovOBe) + roI3spqORKae(ES5oEprVxulp(b'\xf8'), chr(100) + chr(1517 - 1416) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b101001 + 0o114) + '\164' + chr(0b1100110) + chr(340 - 295) + '\070'))
if roI3spqORKae(vPPlOXQgR3SM, roI3spqORKae(ES5oEprVxulp(b'\xb5v&94\x1f\xb4g\xa2\xca\xf8m'), chr(100) + '\145' + chr(7208 - 7109) + chr(0b1101111) + '\x64' + chr(0b100011 + 0o102))(chr(117) + chr(116) + '\x66' + chr(990 - 945) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\x80F\t52\x0f\xe3k'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1000001 + 0o64) + '\164' + '\x66' + chr(45) + chr(0b101000 + 0o20))):
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'\x9fO]4(\x1a\xf6.\x8f\xfd\xfa\x15'), chr(7840 - 7740) + chr(101) + '\x63' + '\x6f' + '\144' + chr(101))(chr(2099 - 1982) + chr(11277 - 11161) + chr(0b1100110) + '\055' + chr(56)))(i4usVYhovOBe + roI3spqORKae(ES5oEprVxulp(b'\xb2\x03'), chr(5718 - 5618) + '\x65' + chr(3917 - 3818) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b11111 + 0o126) + chr(116) + chr(8317 - 8215) + chr(0b101101) + '\070') + roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xadT\x1f54\x0f\xdfh\xb1\xec\xfbW\xac\xf9'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1010010 + 0o22) + chr(0b1100011 + 0o2))('\165' + chr(0b100011 + 0o121) + chr(102) + chr(0b10011 + 0o32) + chr(3033 - 2977)))(vPPlOXQgR3SM[roI3spqORKae(ES5oEprVxulp(b'\x80F\t52\x0f\xe3k'), chr(0b1100 + 0o130) + chr(6356 - 6255) + '\143' + chr(111) + '\x64' + chr(9706 - 9605))('\165' + chr(10348 - 10232) + chr(0b100000 + 0o106) + chr(0b1010 + 0o43) + chr(56))], indent=i4usVYhovOBe) + roI3spqORKae(ES5oEprVxulp(b'\xf8'), chr(8970 - 8870) + '\145' + '\x63' + chr(6943 - 6832) + chr(0b110101 + 0o57) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101011 + 0o2) + chr(56)))
for rSCqOeyvgIH_ in vPPlOXQgR3SM[roI3spqORKae(ES5oEprVxulp(b'\x80F\x1d09'), chr(0b110111 + 0o55) + '\145' + chr(552 - 453) + chr(0b1101111) + chr(100) + chr(101))('\165' + chr(1759 - 1643) + '\146' + chr(45) + '\070')]:
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'\x9fO]4(\x1a\xf6.\x8f\xfd\xfa\x15'), chr(100) + '\145' + '\x63' + chr(743 - 632) + chr(100) + '\x65')('\x75' + '\164' + chr(0b1100110) + chr(1464 - 1419) + chr(56)))(i4usVYhovOBe + roI3spqORKae(ES5oEprVxulp(b'\xdf\x03'), '\x64' + '\x65' + '\143' + '\x6f' + '\x64' + '\145')(chr(0b1011000 + 0o35) + '\164' + '\x66' + chr(0b101101) + chr(0b111000)) + roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xadT\x1f54\x0f\xdfh\xb1\xec\xfbW\xac\xf9'), chr(0b10001 + 0o123) + chr(6654 - 6553) + chr(0b1100011) + '\157' + chr(100) + chr(0b1100 + 0o131))(chr(0b101110 + 0o107) + chr(0b1110100) + chr(102) + '\055' + chr(56)))(rSCqOeyvgIH_, indent=i4usVYhovOBe) + roI3spqORKae(ES5oEprVxulp(b'\xf8'), '\144' + '\145' + chr(0b100100 + 0o77) + chr(8704 - 8593) + '\x64' + '\x65')(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + '\070'))
roI3spqORKae(ghfrO2vbANu_, roI3spqORKae(ES5oEprVxulp(b'\x9fO]4(\x1a\xf6.\x8f\xfd\xfa\x15'), '\x64' + chr(101) + chr(0b1100011) + '\157' + '\144' + chr(101))(chr(0b1111 + 0o146) + chr(1316 - 1200) + chr(0b1100110) + chr(45) + chr(1341 - 1285)))(roI3spqORKae(ES5oEprVxulp(b'\xf8'), '\144' + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + chr(1824 - 1723))('\165' + '\x74' + '\146' + chr(0b101101) + chr(0b110111 + 0o1))) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript._write_wrapped | def _write_wrapped(self, line, sep=" ", indent="", width=78):
"""Word-wrap a line of RiveScript code for being written to a file.
:param str line: The original line of text to word-wrap.
:param str sep: The word separator.
:param str indent: The indentation to use (as a set of spaces).
:param int width: The character width to constrain each line to.
:return str: The reformatted line(s)."""
words = line.split(sep)
lines = []
line = ""
buf = []
while len(words):
buf.append(words.pop(0))
line = sep.join(buf)
if len(line) > width:
# Need to word wrap!
words.insert(0, buf.pop()) # Undo
lines.append(sep.join(buf))
buf = []
line = ""
# Straggler?
if line:
lines.append(line)
# Returned output
result = lines.pop(0)
if len(lines):
eol = ""
if sep == " ":
eol = "\s"
for item in lines:
result += eol + "\n" + indent + "^ " + item
return result | python | def _write_wrapped(self, line, sep=" ", indent="", width=78):
"""Word-wrap a line of RiveScript code for being written to a file.
:param str line: The original line of text to word-wrap.
:param str sep: The word separator.
:param str indent: The indentation to use (as a set of spaces).
:param int width: The character width to constrain each line to.
:return str: The reformatted line(s)."""
words = line.split(sep)
lines = []
line = ""
buf = []
while len(words):
buf.append(words.pop(0))
line = sep.join(buf)
if len(line) > width:
# Need to word wrap!
words.insert(0, buf.pop()) # Undo
lines.append(sep.join(buf))
buf = []
line = ""
# Straggler?
if line:
lines.append(line)
# Returned output
result = lines.pop(0)
if len(lines):
eol = ""
if sep == " ":
eol = "\s"
for item in lines:
result += eol + "\n" + indent + "^ " + item
return result | [
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:param str indent: The indentation to use (as a set of spaces).
:param int width: The character width to constrain each line to.
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L477-L515 | train | Word - wrap a line of text for being written to a file. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(92 - 44) + chr(0b1010110 + 0o31) + '\x31' + '\x32' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(1169 - 1121) + chr(12238 - 12127) + chr(51) + chr(2392 - 2338), 13213 - 13205), nzTpIcepk0o8(chr(301 - 253) + chr(111) + '\063' + chr(0b10001 + 0o44) + chr(0b110110), 8273 - 8265), nzTpIcepk0o8('\060' + '\157' + '\062' + chr(48) + '\062', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1001100 + 0o43) + chr(0b101000 + 0o12) + '\065' + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11110 + 0o121) + '\064' + chr(53), 0o10), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(111) + chr(0b101100 + 0o5) + chr(49) + chr(1132 - 1080), 0o10), nzTpIcepk0o8(chr(1634 - 1586) + chr(111) + chr(913 - 863), ord("\x08")), nzTpIcepk0o8(chr(1368 - 1320) + chr(2808 - 2697) + chr(0b110011) + chr(50) + chr(683 - 632), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b101010 + 0o105) + chr(399 - 350) + chr(0b1111 + 0o41) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010100 + 0o33) + '\062' + chr(1146 - 1091) + '\065', ord("\x08")), nzTpIcepk0o8(chr(1995 - 1947) + chr(7525 - 7414) + '\063' + chr(0b101011 + 0o10) + '\065', 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\x6f' + chr(52) + chr(0b110101), 8), nzTpIcepk0o8('\x30' + '\157' + '\x33' + chr(0b111 + 0o53) + chr(1202 - 1151), 8), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + '\x31' + chr(0b110000) + chr(52), 0b1000), nzTpIcepk0o8(chr(0b100111 + 0o11) + '\x6f' + '\062' + chr(0b10010 + 0o36) + chr(0b100011 + 0o24), 0b1000), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(111) + chr(2022 - 1971) + chr(48) + chr(1132 - 1081), ord("\x08")), nzTpIcepk0o8(chr(1834 - 1786) + '\157' + '\x32' + chr(0b110000) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x36' + chr(315 - 267), 0b1000), nzTpIcepk0o8(chr(48) + chr(6990 - 6879) + chr(0b110 + 0o54), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110010) + '\x30' + chr(0b10000 + 0o42), 8), nzTpIcepk0o8(chr(1184 - 1136) + chr(0b1000000 + 0o57) + chr(1415 - 1361) + chr(0b110001), 10022 - 10014), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + '\x33' + '\063', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(9440 - 9329) + chr(0b10011 + 0o36) + chr(55) + '\066', 0o10), nzTpIcepk0o8('\060' + chr(0b1100000 + 0o17) + chr(0b110001) + chr(0b11000 + 0o36) + chr(52), 0o10), nzTpIcepk0o8('\x30' + '\157' + chr(0b110110) + '\x31', 8), nzTpIcepk0o8(chr(0b10000 + 0o40) + chr(0b1011100 + 0o23) + chr(51) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(1186 - 1138) + chr(2089 - 1978) + chr(49) + chr(1166 - 1116) + chr(1143 - 1091), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110001) + chr(0b110100) + chr(528 - 476), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(50) + chr(54) + chr(0b110100), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b10000 + 0o41) + chr(275 - 227) + chr(53), 8), nzTpIcepk0o8(chr(48) + '\157' + '\x32' + chr(0b1011 + 0o50) + chr(52), 48848 - 48840), nzTpIcepk0o8('\060' + chr(3797 - 3686) + chr(1596 - 1545) + '\066' + '\x30', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(0b110100) + '\x34', 0b1000), nzTpIcepk0o8('\060' + chr(6646 - 6535) + '\061' + chr(0b101010 + 0o13) + '\x30', 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + chr(0b110101) + '\x36', 8), nzTpIcepk0o8(chr(0b11011 + 0o25) + '\157' + chr(49) + chr(2444 - 2389) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + '\x34' + '\x30', 0b1000), nzTpIcepk0o8(chr(48) + chr(8718 - 8607) + chr(51) + '\x35' + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(1569 - 1521) + chr(4032 - 3921) + '\061' + '\061' + chr(0b110110), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b11 + 0o154) + chr(0b10010 + 0o43) + chr(1601 - 1553), 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'x'), chr(8347 - 8247) + chr(0b111100 + 0o51) + '\x63' + chr(111) + chr(0b1100001 + 0o3) + chr(1885 - 1784))('\x75' + chr(8440 - 8324) + chr(6998 - 6896) + chr(0b101101) + chr(1473 - 1417)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def kRUJQX9wnny6(hXMPsSrOQzbh, ffiOpFBWGmZU, EAvVzGIvS3lY=roI3spqORKae(ES5oEprVxulp(b'v'), '\144' + chr(0b1010010 + 0o23) + chr(0b1100011) + chr(0b1101111) + chr(0b1000101 + 0o37) + chr(101))(chr(0b1110101) + chr(116) + '\146' + chr(691 - 646) + chr(56)), i4usVYhovOBe=roI3spqORKae(ES5oEprVxulp(b''), chr(0b1100100) + '\x65' + chr(3734 - 3635) + chr(4729 - 4618) + chr(7276 - 7176) + '\145')('\165' + '\164' + '\146' + '\055' + chr(0b111000)), dH3vcKdvgBu0=nzTpIcepk0o8(chr(48) + chr(0b1001001 + 0o46) + chr(1571 - 1522) + '\x31' + chr(0b100010 + 0o24), 8)):
cHmedxd8XMtK = ffiOpFBWGmZU.LfRrQOxuDvnC(EAvVzGIvS3lY)
vniSnlI09HNg = []
ffiOpFBWGmZU = roI3spqORKae(ES5oEprVxulp(b''), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(0b101001 + 0o17))
nIuXIilShoNQ = []
while ftfygxgFas5X(cHmedxd8XMtK):
roI3spqORKae(nIuXIilShoNQ, roI3spqORKae(ES5oEprVxulp(b'\x1eJ\xbd\xb6\xd6B\x0bm\xb9*\xe8\xe8'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(8315 - 8214))('\165' + chr(12654 - 12538) + chr(0b110 + 0o140) + chr(0b101010 + 0o3) + chr(0b110110 + 0o2)))(roI3spqORKae(cHmedxd8XMtK, roI3spqORKae(ES5oEprVxulp(b'#]\xb1\xdb\xc1\\.z\xe4\x0f\x8d\x94'), chr(9025 - 8925) + '\x65' + chr(99) + chr(0b101101 + 0o102) + chr(0b1010110 + 0o16) + '\x65')('\165' + '\x74' + '\x66' + '\055' + chr(0b100000 + 0o30)))(nzTpIcepk0o8(chr(48) + chr(0b1 + 0o156) + chr(1631 - 1583), 0b1000)))
ffiOpFBWGmZU = EAvVzGIvS3lY.Y4yM9BcfTCNq(nIuXIilShoNQ)
if ftfygxgFas5X(ffiOpFBWGmZU) > dH3vcKdvgBu0:
roI3spqORKae(cHmedxd8XMtK, roI3spqORKae(ES5oEprVxulp(b'?p\x9d\xe7\xdcQ'), chr(1187 - 1087) + chr(0b100101 + 0o100) + chr(0b100011 + 0o100) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b11110 + 0o127) + chr(0b1110100) + '\x66' + chr(294 - 249) + chr(56)))(nzTpIcepk0o8('\x30' + '\157' + '\060', 8), roI3spqORKae(nIuXIilShoNQ, roI3spqORKae(ES5oEprVxulp(b'#]\xb1\xdb\xc1\\.z\xe4\x0f\x8d\x94'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1001100 + 0o43) + '\144' + '\145')('\165' + '\x74' + chr(0b1100110) + '\x2d' + '\x38'))())
roI3spqORKae(vniSnlI09HNg, roI3spqORKae(ES5oEprVxulp(b'\x1eJ\xbd\xb6\xd6B\x0bm\xb9*\xe8\xe8'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(8920 - 8809) + chr(100) + chr(101))('\x75' + '\x74' + chr(0b10 + 0o144) + chr(0b110 + 0o47) + chr(3127 - 3071)))(roI3spqORKae(EAvVzGIvS3lY, roI3spqORKae(ES5oEprVxulp(b'\x0f*\x97\xcf\x97g/d\x87\x06\xf3\xac'), chr(5448 - 5348) + '\x65' + chr(0b1100011) + '\x6f' + '\144' + chr(160 - 59))(chr(0b1110101) + chr(116) + '\146' + chr(1010 - 965) + chr(0b11000 + 0o40)))(nIuXIilShoNQ))
nIuXIilShoNQ = []
ffiOpFBWGmZU = roI3spqORKae(ES5oEprVxulp(b''), chr(100) + '\x65' + '\143' + chr(0b1010101 + 0o32) + chr(574 - 474) + chr(8232 - 8131))(chr(0b1110101) + chr(0b1000000 + 0o64) + chr(10215 - 10113) + chr(0b101101) + chr(0b101 + 0o63))
if ffiOpFBWGmZU:
roI3spqORKae(vniSnlI09HNg, roI3spqORKae(ES5oEprVxulp(b'\x1eJ\xbd\xb6\xd6B\x0bm\xb9*\xe8\xe8'), chr(8697 - 8597) + chr(0b1011 + 0o132) + chr(99) + '\157' + '\144' + chr(0b1010011 + 0o22))(chr(0b1110101) + chr(1144 - 1028) + chr(102) + chr(0b11 + 0o52) + chr(1158 - 1102)))(ffiOpFBWGmZU)
POx95m7SPOVy = vniSnlI09HNg.uC_Yoybx7J0I(nzTpIcepk0o8(chr(0b110000) + '\157' + '\060', 8))
if ftfygxgFas5X(vniSnlI09HNg):
EN4bKq54wMKy = roI3spqORKae(ES5oEprVxulp(b''), chr(0b100111 + 0o75) + chr(1462 - 1361) + chr(961 - 862) + chr(111) + '\x64' + chr(430 - 329))('\165' + '\164' + chr(3861 - 3759) + '\x2d' + chr(0b100001 + 0o27))
if EAvVzGIvS3lY == roI3spqORKae(ES5oEprVxulp(b'v'), '\144' + '\x65' + chr(640 - 541) + chr(0b1101101 + 0o2) + chr(8367 - 8267) + chr(0b101000 + 0o75))('\x75' + chr(623 - 507) + '\x66' + '\x2d' + '\x38'):
EN4bKq54wMKy = roI3spqORKae(ES5oEprVxulp(b'\nm'), '\144' + chr(0b111100 + 0o51) + chr(99) + chr(111) + '\x64' + chr(0b1100101))(chr(0b11111 + 0o126) + chr(0b11100 + 0o130) + chr(0b1100110) + chr(45) + chr(0b111000))
for IZ1I2J8X1CQz in vniSnlI09HNg:
POx95m7SPOVy += EN4bKq54wMKy + roI3spqORKae(ES5oEprVxulp(b'\\'), chr(8597 - 8497) + '\145' + chr(0b1100011) + chr(111) + '\x64' + chr(101))(chr(10497 - 10380) + '\x74' + chr(0b110000 + 0o66) + chr(0b100101 + 0o10) + chr(2605 - 2549)) + i4usVYhovOBe + roI3spqORKae(ES5oEprVxulp(b'\x08>'), '\144' + chr(0b1100101) + '\x63' + chr(111) + chr(3430 - 3330) + '\145')(chr(0b1110101) + chr(0b1011101 + 0o27) + chr(0b1001001 + 0o35) + chr(0b101101) + chr(0b111000)) + IZ1I2J8X1CQz
return POx95m7SPOVy |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.sort_replies | def sort_replies(self, thats=False):
"""Sort the loaded triggers in memory.
After you have finished loading your RiveScript code, call this method
to populate the various internal sort buffers. This is absolutely
necessary for reply matching to work efficiently!
"""
# (Re)initialize the sort cache.
self._sorted["topics"] = {}
self._sorted["thats"] = {}
self._say("Sorting triggers...")
# Loop through all the topics.
for topic in self._topics.keys():
self._say("Analyzing topic " + topic)
# Collect a list of all the triggers we're going to worry about.
# If this topic inherits another topic, we need to recursively add
# those to the list as well.
alltrig = inherit_utils.get_topic_triggers(self, topic, False)
# Sort them.
self._sorted["topics"][topic] = sorting.sort_trigger_set(alltrig, True, self._say)
# Get all of the %Previous triggers for this topic.
that_triggers = inherit_utils.get_topic_triggers(self, topic, True)
# And sort them, too.
self._sorted["thats"][topic] = sorting.sort_trigger_set(that_triggers, False, self._say)
# And sort the substitution lists.
if not "lists" in self._sorted:
self._sorted["lists"] = {}
self._sorted["lists"]["sub"] = sorting.sort_list(self._sub.keys())
self._sorted["lists"]["person"] = sorting.sort_list(self._person.keys()) | python | def sort_replies(self, thats=False):
"""Sort the loaded triggers in memory.
After you have finished loading your RiveScript code, call this method
to populate the various internal sort buffers. This is absolutely
necessary for reply matching to work efficiently!
"""
# (Re)initialize the sort cache.
self._sorted["topics"] = {}
self._sorted["thats"] = {}
self._say("Sorting triggers...")
# Loop through all the topics.
for topic in self._topics.keys():
self._say("Analyzing topic " + topic)
# Collect a list of all the triggers we're going to worry about.
# If this topic inherits another topic, we need to recursively add
# those to the list as well.
alltrig = inherit_utils.get_topic_triggers(self, topic, False)
# Sort them.
self._sorted["topics"][topic] = sorting.sort_trigger_set(alltrig, True, self._say)
# Get all of the %Previous triggers for this topic.
that_triggers = inherit_utils.get_topic_triggers(self, topic, True)
# And sort them, too.
self._sorted["thats"][topic] = sorting.sort_trigger_set(that_triggers, False, self._say)
# And sort the substitution lists.
if not "lists" in self._sorted:
self._sorted["lists"] = {}
self._sorted["lists"]["sub"] = sorting.sort_list(self._sub.keys())
self._sorted["lists"]["person"] = sorting.sort_list(self._person.keys()) | [
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"_say"... | Sort the loaded triggers in memory.
After you have finished loading your RiveScript code, call this method
to populate the various internal sort buffers. This is absolutely
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L521-L555 | train | Sort the loaded triggers in memory and the associated topic and person triggers. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + '\157' + chr(0b11000 + 0o32) + chr(0b111 + 0o57) + '\x30', ord("\x08")), nzTpIcepk0o8(chr(0b101011 + 0o5) + chr(4489 - 4378) + chr(0b0 + 0o62) + chr(0b110010) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\063' + chr(0b101111 + 0o7) + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(3841 - 3730) + chr(1895 - 1846) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(891 - 843) + '\157' + '\062' + chr(50) + chr(0b11011 + 0o27), 21749 - 21741), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x31' + '\x32' + '\x32', 12630 - 12622), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110110), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x33' + '\060' + '\x34', 0b1000), nzTpIcepk0o8(chr(0b11101 + 0o23) + '\x6f' + chr(0b101001 + 0o15) + chr(0b11110 + 0o30), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(0b110100) + '\066', 40682 - 40674), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100111 + 0o14) + chr(1639 - 1588) + '\064', 61303 - 61295), nzTpIcepk0o8(chr(48) + chr(111) + '\061' + '\062' + chr(0b0 + 0o61), 16540 - 16532), nzTpIcepk0o8('\060' + chr(0b1011000 + 0o27) + chr(0b110001) + chr(382 - 334) + chr(0b110111), 31140 - 31132), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + chr(52), 18861 - 18853), nzTpIcepk0o8(chr(0b110000) + chr(748 - 637) + chr(1599 - 1548) + '\x32' + chr(51), 196 - 188), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1011000 + 0o27) + '\x31' + chr(2556 - 2503) + '\x30', 0o10), nzTpIcepk0o8(chr(0b0 + 0o60) + chr(111) + chr(54) + '\067', 5899 - 5891), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x37' + chr(53), 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + chr(1551 - 1496) + chr(0b110111), 15554 - 15546), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + chr(50) + chr(519 - 464), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(9446 - 9335) + chr(49) + chr(0b110110) + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + '\062' + chr(0b110010) + chr(1466 - 1415), 55824 - 55816), nzTpIcepk0o8(chr(0b110000) + chr(6963 - 6852) + chr(50) + chr(0b110101) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(2239 - 2191) + chr(0b1101111) + chr(1740 - 1690) + chr(657 - 608) + chr(55), 0o10), nzTpIcepk0o8('\060' + chr(5467 - 5356) + '\064' + '\x37', 18168 - 18160), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b10101 + 0o35) + chr(48) + chr(49), 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(52) + chr(54), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\x31' + chr(1946 - 1896) + '\x36', 0b1000), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1010010 + 0o35) + '\x32' + chr(53) + chr(1196 - 1147), 0b1000), nzTpIcepk0o8(chr(48) + chr(9466 - 9355) + chr(51) + chr(2285 - 2234) + chr(54), 6946 - 6938), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(55) + '\x30', 0o10), nzTpIcepk0o8(chr(48) + '\157' + '\x33' + chr(0b11100 + 0o26) + chr(751 - 700), 8), nzTpIcepk0o8(chr(2255 - 2207) + chr(0b1101011 + 0o4) + chr(0b110011) + '\063' + '\x31', 0b1000), nzTpIcepk0o8('\x30' + chr(0b10100 + 0o133) + chr(0b101010 + 0o7) + '\x33' + chr(0b110101), 0o10), nzTpIcepk0o8('\060' + chr(0b1000110 + 0o51) + chr(0b10 + 0o65) + chr(0b11101 + 0o25), 0o10), nzTpIcepk0o8('\x30' + chr(0b110100 + 0o73) + '\x33' + chr(0b10100 + 0o37) + chr(0b110110), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + chr(258 - 210) + '\x37', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x30', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(0b101000 + 0o12) + chr(804 - 753) + chr(1625 - 1576), 27399 - 27391), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(0b1101111) + chr(1577 - 1528) + chr(2128 - 2079) + '\x35', 34776 - 34768)][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + '\157' + chr(849 - 796) + '\060', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x9e'), chr(0b111100 + 0o50) + chr(0b1100101) + chr(2750 - 2651) + chr(9001 - 8890) + chr(100) + chr(7929 - 7828))(chr(0b1110101) + '\164' + '\146' + '\055' + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def KWynMk5r80q1(hXMPsSrOQzbh, hhTByP2wxhSz=nzTpIcepk0o8('\x30' + '\157' + '\x30', 8)):
hXMPsSrOQzbh.jdD0THWxPbkr[roI3spqORKae(ES5oEprVxulp(b'\xc4\xfe\x84b\xf1!'), chr(0b11100 + 0o110) + chr(0b1100010 + 0o3) + chr(99) + chr(0b101000 + 0o107) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1100110 + 0o16) + chr(0b1100110) + chr(0b101101) + chr(0b111000))] = {}
hXMPsSrOQzbh.jdD0THWxPbkr[roI3spqORKae(ES5oEprVxulp(b'\xc4\xf9\x95\x7f\xe1'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(3821 - 3720))('\x75' + chr(116) + '\x66' + chr(0b100010 + 0o13) + '\x38')] = {}
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xef\xe2\x95r'), chr(7817 - 7717) + '\x65' + chr(4528 - 4429) + '\157' + '\144' + chr(0b1100010 + 0o3))(chr(3052 - 2935) + chr(4277 - 4161) + chr(9969 - 9867) + chr(45) + chr(0b111000)))(roI3spqORKae(ES5oEprVxulp(b'\xe3\xfe\x86\x7f\xfb<a\xe4B\x14\xb56 i\xa1\x1b\x19\x13\xd1'), '\x64' + '\x65' + '\143' + chr(111) + chr(0b1100100) + chr(0b101100 + 0o71))('\x75' + '\164' + chr(0b1100110) + chr(0b11101 + 0o20) + chr(1846 - 1790)))
for eddDFOEFy2dH in roI3spqORKae(hXMPsSrOQzbh._topics, roI3spqORKae(ES5oEprVxulp(b'\xdb\xf4\x8dx'), chr(0b101010 + 0o72) + '\x65' + chr(7844 - 7745) + chr(669 - 558) + chr(100) + '\x65')('\165' + '\164' + chr(0b101 + 0o141) + '\055' + chr(0b111000)))():
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xef\xe2\x95r'), chr(100) + chr(0b110101 + 0o60) + '\143' + chr(111) + chr(0b1100100) + '\145')('\165' + chr(2320 - 2204) + chr(5566 - 5464) + chr(308 - 263) + '\070'))(roI3spqORKae(ES5oEprVxulp(b'\xf1\xff\x95g\xeb(o\xaaQF\xa8>7e\xb0H'), chr(100) + chr(101) + chr(5941 - 5842) + chr(111) + '\x64' + chr(0b1100101))(chr(117) + chr(3372 - 3256) + chr(0b101 + 0o141) + '\055' + chr(56)) + eddDFOEFy2dH)
HVxMhlSPy7dw = WU7wQjLSOuj_.get_topic_triggers(hXMPsSrOQzbh, eddDFOEFy2dH, nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110000), 8))
hXMPsSrOQzbh.jdD0THWxPbkr[roI3spqORKae(ES5oEprVxulp(b'\xc4\xfe\x84b\xf1!'), '\144' + '\145' + '\x63' + chr(8865 - 8754) + '\x64' + '\145')('\165' + '\x74' + '\x66' + chr(0b110 + 0o47) + chr(0b111000))][eddDFOEFy2dH] = i6rh2PvsDOCn.sort_trigger_set(HVxMhlSPy7dw, nzTpIcepk0o8('\060' + '\157' + chr(0b11000 + 0o31), 10914 - 10906), hXMPsSrOQzbh._say)
lQrHvtLwLptO = WU7wQjLSOuj_.get_topic_triggers(hXMPsSrOQzbh, eddDFOEFy2dH, nzTpIcepk0o8('\060' + chr(5058 - 4947) + chr(0b110001), 8))
hXMPsSrOQzbh.jdD0THWxPbkr[roI3spqORKae(ES5oEprVxulp(b'\xc4\xf9\x95\x7f\xe1'), chr(100) + chr(101) + chr(0b1100011) + '\x6f' + '\144' + '\145')('\165' + chr(116) + chr(102) + '\055' + '\x38')][eddDFOEFy2dH] = i6rh2PvsDOCn.sort_trigger_set(lQrHvtLwLptO, nzTpIcepk0o8('\x30' + chr(8386 - 8275) + chr(48), 8), hXMPsSrOQzbh._say)
if roI3spqORKae(ES5oEprVxulp(b'\xdc\xf8\x87\x7f\xe1'), chr(0b1010001 + 0o23) + '\x65' + chr(876 - 777) + chr(0b1000000 + 0o57) + chr(0b101100 + 0o70) + chr(0b101 + 0o140))(chr(0b1100010 + 0o23) + chr(116) + chr(6881 - 6779) + chr(0b101000 + 0o5) + chr(0b110 + 0o62)) not in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xda\xf5\xb0;\xc6\x1aQ\xbcf\x04\xb7#'), chr(586 - 486) + chr(4924 - 4823) + chr(0b1100011) + '\x6f' + '\144' + '\x65')('\165' + chr(116) + chr(0b11010 + 0o114) + '\055' + chr(0b100010 + 0o26))):
hXMPsSrOQzbh.jdD0THWxPbkr[roI3spqORKae(ES5oEprVxulp(b'\xdc\xf8\x87\x7f\xe1'), chr(100) + chr(0b1000111 + 0o36) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))(chr(117) + '\164' + '\x66' + '\055' + chr(56))] = {}
hXMPsSrOQzbh.jdD0THWxPbkr[roI3spqORKae(ES5oEprVxulp(b'\xdc\xf8\x87\x7f\xe1'), chr(6955 - 6855) + '\145' + chr(2015 - 1916) + chr(1914 - 1803) + '\x64' + chr(0b1100011 + 0o2))(chr(13379 - 13262) + '\164' + '\x66' + chr(0b1011 + 0o42) + '\070')][roI3spqORKae(ES5oEprVxulp(b'\xc3\xe4\x96'), '\x64' + '\x65' + chr(99) + '\157' + chr(0b1000110 + 0o36) + chr(6080 - 5979))(chr(426 - 309) + chr(0b110111 + 0o75) + '\x66' + chr(0b101011 + 0o2) + chr(0b111000))] = i6rh2PvsDOCn.sort_list(hXMPsSrOQzbh._sub.keys())
hXMPsSrOQzbh.jdD0THWxPbkr[roI3spqORKae(ES5oEprVxulp(b'\xdc\xf8\x87\x7f\xe1'), '\x64' + '\145' + chr(6678 - 6579) + chr(1281 - 1170) + chr(100) + chr(0b1000011 + 0o42))(chr(12410 - 12293) + '\164' + chr(102) + chr(0b1010 + 0o43) + chr(0b111000))][roI3spqORKae(ES5oEprVxulp(b'\xc0\xf4\x86x\xfd<'), chr(100) + chr(3574 - 3473) + chr(1695 - 1596) + chr(111) + '\x64' + chr(101))(chr(0b1011011 + 0o32) + '\164' + '\x66' + chr(45) + '\070')] = i6rh2PvsDOCn.sort_list(hXMPsSrOQzbh._person.keys()) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_handler | def set_handler(self, language, obj):
"""Define a custom language handler for RiveScript objects.
Pass in a ``None`` value for the object to delete an existing handler (for
example, to prevent Python code from being able to be run by default).
Look in the ``eg`` folder of the rivescript-python distribution for
an example script that sets up a JavaScript language handler.
:param str language: The lowercased name of the programming language.
Examples: python, javascript, perl
:param class obj: An instance of an implementation class object.
It should provide the following interface::
class MyObjectHandler:
def __init__(self):
pass
def load(self, name, code):
# name = the name of the object from the RiveScript code
# code = the source code of the object
def call(self, rs, name, fields):
# rs = the current RiveScript interpreter object
# name = the name of the object being called
# fields = array of arguments passed to the object
return reply
"""
# Allow them to delete a handler too.
if obj is None:
if language in self._handlers:
del self._handlers[language]
else:
self._handlers[language] = obj | python | def set_handler(self, language, obj):
"""Define a custom language handler for RiveScript objects.
Pass in a ``None`` value for the object to delete an existing handler (for
example, to prevent Python code from being able to be run by default).
Look in the ``eg`` folder of the rivescript-python distribution for
an example script that sets up a JavaScript language handler.
:param str language: The lowercased name of the programming language.
Examples: python, javascript, perl
:param class obj: An instance of an implementation class object.
It should provide the following interface::
class MyObjectHandler:
def __init__(self):
pass
def load(self, name, code):
# name = the name of the object from the RiveScript code
# code = the source code of the object
def call(self, rs, name, fields):
# rs = the current RiveScript interpreter object
# name = the name of the object being called
# fields = array of arguments passed to the object
return reply
"""
# Allow them to delete a handler too.
if obj is None:
if language in self._handlers:
del self._handlers[language]
else:
self._handlers[language] = obj | [
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... | Define a custom language handler for RiveScript objects.
Pass in a ``None`` value for the object to delete an existing handler (for
example, to prevent Python code from being able to be run by default).
Look in the ``eg`` folder of the rivescript-python distribution for
an example script that sets up a JavaScript language handler.
:param str language: The lowercased name of the programming language.
Examples: python, javascript, perl
:param class obj: An instance of an implementation class object.
It should provide the following interface::
class MyObjectHandler:
def __init__(self):
pass
def load(self, name, code):
# name = the name of the object from the RiveScript code
# code = the source code of the object
def call(self, rs, name, fields):
# rs = the current RiveScript interpreter object
# name = the name of the object being called
# fields = array of arguments passed to the object
return reply | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L561-L593 | train | Define a custom language handler for RiveScript objects. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + '\157' + '\x31' + '\x32' + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(6859 - 6748) + chr(0b110011) + chr(0b11110 + 0o23) + chr(0b110001), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(4754 - 4643) + chr(0b101000 + 0o13) + chr(50) + '\065', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\061' + chr(49) + chr(0b1111 + 0o44), 0b1000), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\157' + chr(49) + chr(1672 - 1617) + '\x30', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(0b110011 + 0o2) + chr(0b11100 + 0o25), ord("\x08")), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b101111 + 0o4) + chr(0b110110) + chr(0b100111 + 0o16), 52732 - 52724), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1001010 + 0o45) + chr(0b101010 + 0o11) + '\x37' + '\062', 13021 - 13013), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010) + chr(0b1100 + 0o52) + chr(614 - 564), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b10111 + 0o34), 0b1000), nzTpIcepk0o8('\060' + '\157' + chr(0b10011 + 0o37) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\x6f' + chr(55) + chr(1856 - 1805), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(0b10111 + 0o37) + chr(555 - 504), 0b1000), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(0b100110 + 0o13) + chr(0b1 + 0o66), 0o10), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b1101111) + '\x37' + chr(50), 0b1000), nzTpIcepk0o8(chr(1799 - 1751) + chr(0b1100000 + 0o17) + chr(50) + chr(0b100001 + 0o21), 0o10), nzTpIcepk0o8(chr(1219 - 1171) + '\x6f' + chr(0b1111 + 0o43) + chr(0b110101) + '\065', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\063' + chr(713 - 664), 27883 - 27875), nzTpIcepk0o8(chr(48) + chr(0b101110 + 0o101) + chr(0b110011) + chr(1214 - 1164) + '\x30', 19888 - 19880), nzTpIcepk0o8(chr(1769 - 1721) + chr(0b11 + 0o154) + '\062' + '\067' + chr(0b11100 + 0o25), 24052 - 24044), nzTpIcepk0o8('\x30' + chr(0b1111 + 0o140) + '\061' + chr(48) + chr(259 - 208), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\x31' + '\x32' + chr(0b110000), 12563 - 12555), nzTpIcepk0o8(chr(1571 - 1523) + chr(917 - 806) + '\x33' + '\x35' + chr(408 - 356), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b110001) + '\x32' + chr(0b100110 + 0o17), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + chr(0b1010 + 0o50) + chr(0b110001), 45461 - 45453), nzTpIcepk0o8(chr(48) + chr(0b101101 + 0o102) + chr(50) + chr(0b11110 + 0o31) + chr(0b10010 + 0o40), 0b1000), nzTpIcepk0o8('\060' + '\157' + '\x33' + '\064' + chr(55), 50153 - 50145), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(51) + '\x30', 55519 - 55511), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b110 + 0o151) + chr(1567 - 1518) + '\066' + chr(0b111 + 0o56), 36492 - 36484), nzTpIcepk0o8(chr(1481 - 1433) + chr(0b101000 + 0o107) + chr(0b1101 + 0o45) + chr(1846 - 1792) + chr(0b110010), 8), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x35' + chr(0b110010), 34975 - 34967), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(0b101100 + 0o13) + chr(0b101001 + 0o14), 0b1000), nzTpIcepk0o8('\x30' + chr(8475 - 8364) + chr(0b101100 + 0o11) + chr(0b110011), 47197 - 47189), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(6497 - 6386) + '\066' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(1646 - 1598) + chr(111) + chr(0b101100 + 0o13) + '\065', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + '\x36' + '\060', 0o10), nzTpIcepk0o8('\x30' + '\157' + '\x31' + chr(54) + '\063', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b11101 + 0o122) + '\063' + chr(182 - 132) + chr(0b110010), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b10110 + 0o35) + '\x34' + chr(0b100110 + 0o21), 8), nzTpIcepk0o8(chr(2174 - 2126) + chr(0b1101111) + '\065' + chr(49), 53223 - 53215)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b11000 + 0o30) + '\x6f' + '\x35' + chr(0b10101 + 0o33), 9978 - 9970)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'z'), chr(4060 - 3960) + chr(0b1100101) + chr(0b110001 + 0o62) + chr(7003 - 6892) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b101001 + 0o113) + chr(8529 - 8427) + '\055' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def ReLQ1FQgkekZ(hXMPsSrOQzbh, tgRDJGlmEMgT, kIMfkyypPTcC):
if kIMfkyypPTcC is None:
if tgRDJGlmEMgT in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'2\x85\x86\x0f \x81\xb8\x8b\xdd[[\t'), chr(0b1100100) + chr(6311 - 6210) + chr(99) + chr(0b100111 + 0o110) + chr(100) + '\x65')(chr(0b111111 + 0o66) + '\164' + '\x66' + '\x2d' + '\070')):
del roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'2\x85\x86\x0f \x81\xb8\x8b\xdd[[\t'), chr(100) + chr(101) + chr(99) + chr(0b1010101 + 0o32) + chr(100) + chr(10057 - 9956))('\165' + '\x74' + '\x66' + chr(45) + '\x38'))[tgRDJGlmEMgT]
else:
hXMPsSrOQzbh.fLSDXhMqoXK2[tgRDJGlmEMgT] = kIMfkyypPTcC |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_subroutine | def set_subroutine(self, name, code):
"""Define a Python object from your program.
This is equivalent to having an object defined in the RiveScript code,
except your Python code is defining it instead.
:param str name: The name of the object macro.
:param def code: A Python function with a method signature of
``(rs, args)``
This method is only available if there is a Python handler set up
(which there is by default, unless you've called
``set_handler("python", None)``).
"""
# Do we have a Python handler?
if 'python' in self._handlers:
self._handlers['python']._objects[name] = code
self._objlangs[name] = 'python'
else:
self._warn("Can't set_subroutine: no Python object handler!") | python | def set_subroutine(self, name, code):
"""Define a Python object from your program.
This is equivalent to having an object defined in the RiveScript code,
except your Python code is defining it instead.
:param str name: The name of the object macro.
:param def code: A Python function with a method signature of
``(rs, args)``
This method is only available if there is a Python handler set up
(which there is by default, unless you've called
``set_handler("python", None)``).
"""
# Do we have a Python handler?
if 'python' in self._handlers:
self._handlers['python']._objects[name] = code
self._objlangs[name] = 'python'
else:
self._warn("Can't set_subroutine: no Python object handler!") | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L595-L615 | train | Define a Python object from your program. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + '\x36' + chr(1166 - 1112), 9461 - 9453), nzTpIcepk0o8('\x30' + chr(0b1100 + 0o143) + chr(704 - 654) + '\066' + chr(0b1011 + 0o47), 52475 - 52467), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(0b101110 + 0o2) + chr(0b110101), 12048 - 12040), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(0b110010) + chr(0b100011 + 0o23), 11742 - 11734), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + chr(0b1010 + 0o52) + '\x33', 0b1000), nzTpIcepk0o8(chr(0b11010 + 0o26) + chr(0b1101111) + chr(890 - 841) + chr(49) + chr(1213 - 1161), 0b1000), nzTpIcepk0o8(chr(0b1110 + 0o42) + chr(0b1101111) + chr(918 - 868) + chr(1178 - 1127) + chr(284 - 233), ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + '\x31' + '\x31' + chr(0b11100 + 0o24), 5428 - 5420), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + chr(0b110001) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x31' + '\x32', 36106 - 36098), nzTpIcepk0o8(chr(0b110000) + chr(11145 - 11034) + '\x33' + chr(836 - 788) + chr(0b100 + 0o54), 1503 - 1495), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(50) + chr(51) + chr(53), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1011110 + 0o21) + '\064' + chr(1716 - 1666), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b11001 + 0o34), 0b1000), nzTpIcepk0o8('\x30' + chr(2610 - 2499) + chr(0b110010) + '\063' + chr(54), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + '\x33' + '\064', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(3238 - 3127) + '\x33' + chr(2142 - 2094) + chr(0b11010 + 0o32), 0b1000), nzTpIcepk0o8(chr(998 - 950) + chr(0b111011 + 0o64) + '\063' + chr(55) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(51) + chr(1670 - 1615) + chr(54), 8), nzTpIcepk0o8('\060' + '\157' + chr(51) + chr(1411 - 1362) + chr(0b110001), ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + chr(600 - 549) + '\066', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(223 - 174) + chr(1487 - 1437) + chr(0b10010 + 0o44), 26285 - 26277), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110010) + chr(719 - 666) + '\062', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + '\x33' + '\x30', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(894 - 841) + '\x36', 16549 - 16541), nzTpIcepk0o8(chr(259 - 211) + chr(111) + chr(49) + chr(49) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(2096 - 2041) + chr(0b110010), 0b1000), nzTpIcepk0o8(chr(2137 - 2089) + '\x6f' + '\x32' + chr(0b110010) + chr(52), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1010100 + 0o33) + chr(49) + '\x35' + chr(0b100111 + 0o13), 21208 - 21200), nzTpIcepk0o8('\x30' + chr(111) + chr(0b10100 + 0o37) + '\063' + chr(847 - 799), 8), nzTpIcepk0o8('\060' + chr(111) + chr(49) + chr(0b110100) + '\x37', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b11100 + 0o33), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110100) + chr(0b110101), 12361 - 12353), nzTpIcepk0o8('\x30' + '\157' + chr(312 - 260) + '\060', 44358 - 44350), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(718 - 667) + chr(2647 - 2595) + '\x36', 36719 - 36711), nzTpIcepk0o8(chr(48) + chr(0b1110 + 0o141) + '\065' + chr(407 - 355), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + '\x36' + chr(49), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1811 - 1762) + chr(0b1110 + 0o44) + chr(0b110001), 0b1000), nzTpIcepk0o8(chr(1054 - 1006) + chr(0b1010010 + 0o35) + chr(2229 - 2180) + chr(0b10110 + 0o32) + chr(0b11111 + 0o22), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(2230 - 2180) + '\x34' + chr(49), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110101) + '\x30', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'X'), chr(100) + chr(0b1100101) + chr(99) + '\157' + chr(0b1100100) + '\145')(chr(0b100100 + 0o121) + '\164' + chr(0b1100110) + chr(0b101101) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def CWlTEsxqft45(hXMPsSrOQzbh, SLVB2BPA_mIe, MJEGgvK3nnE9):
if roI3spqORKae(ES5oEprVxulp(b'\x06\xcb1\xfe\xcc"'), '\144' + chr(101) + chr(0b1100011) + chr(5914 - 5803) + chr(0b1100100) + chr(5002 - 4901))('\165' + chr(0b1010100 + 0o40) + chr(102) + '\x2d' + '\070') in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\x10\xfe\x16\xd2\xfb$\xd69\xa5\xd2\x8b\xaf'), '\144' + '\145' + chr(4118 - 4019) + chr(8203 - 8092) + chr(0b111110 + 0o46) + chr(0b1100101))(chr(117) + chr(116) + chr(4513 - 4411) + '\055' + '\070')):
hXMPsSrOQzbh._handlers[roI3spqORKae(ES5oEprVxulp(b'\x06\xcb1\xfe\xcc"'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1010001 + 0o36) + '\144' + chr(5769 - 5668))(chr(463 - 346) + '\x74' + chr(6762 - 6660) + chr(806 - 761) + chr(56))].e0RefQfSZnQo[SLVB2BPA_mIe] = MJEGgvK3nnE9
hXMPsSrOQzbh.A1s_Ghc3MKS9[SLVB2BPA_mIe] = roI3spqORKae(ES5oEprVxulp(b'\x06\xcb1\xfe\xcc"'), chr(0b1100100) + '\x65' + '\143' + chr(111) + chr(6435 - 6335) + chr(0b1100101))(chr(0b101000 + 0o115) + chr(0b111100 + 0o70) + chr(4531 - 4429) + chr(45) + '\070')
else:
roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b')\xc5$\xe4\xcd'), '\144' + '\x65' + chr(0b1000011 + 0o40) + '\157' + '\x64' + '\145')(chr(0b100000 + 0o125) + chr(0b1110100) + chr(0b101000 + 0o76) + chr(45) + '\x38'))(roI3spqORKae(ES5oEprVxulp(b"5\xd3+\xb1\xd7l\xe8-\xbe\xd5\xb3\xe8@g\xf1\xa9\xb0\x97\x90\xac$v\xc4\xb7\x8e\x19C\xe0\x02\xb7\t'JB\x8cI\xd2%a\xc9\x17\xdc!\xfa\xc6>\xba"), chr(0b100111 + 0o75) + chr(101) + chr(3238 - 3139) + chr(0b1101111) + '\x64' + chr(621 - 520))(chr(1785 - 1668) + chr(116) + '\146' + chr(0b101101) + '\070')) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_global | def set_global(self, name, value):
"""Set a global variable.
Equivalent to ``! global`` in RiveScript code.
:param str name: The name of the variable to set.
:param str value: The value of the variable.
Set this to ``None`` to delete the variable.
"""
if value is None:
# Unset the variable.
if name in self._global:
del self._global[name]
self._global[name] = value | python | def set_global(self, name, value):
"""Set a global variable.
Equivalent to ``! global`` in RiveScript code.
:param str name: The name of the variable to set.
:param str value: The value of the variable.
Set this to ``None`` to delete the variable.
"""
if value is None:
# Unset the variable.
if name in self._global:
del self._global[name]
self._global[name] = value | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L617-L630 | train | Set a global variable. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\063' + chr(50) + chr(50), 28462 - 28454), nzTpIcepk0o8(chr(48) + chr(0b110 + 0o151) + chr(1834 - 1783) + chr(0b11110 + 0o31) + '\064', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(51) + chr(0b110111) + chr(0b110101), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x32' + chr(0b110010) + chr(55), 0o10), nzTpIcepk0o8(chr(0b101 + 0o53) + '\157' + '\x32' + chr(0b110000) + chr(0b101000 + 0o16), ord("\x08")), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(111) + '\062' + chr(1788 - 1740) + '\060', 38633 - 38625), nzTpIcepk0o8('\060' + chr(111) + chr(2892 - 2838) + chr(0b110010), ord("\x08")), nzTpIcepk0o8(chr(0b101 + 0o53) + chr(111) + '\062' + chr(55) + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + '\061' + chr(55), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b0 + 0o157) + '\x33' + '\062' + '\x35', ord("\x08")), nzTpIcepk0o8(chr(273 - 225) + '\157' + chr(0b110 + 0o53) + '\x35' + chr(55), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(49) + chr(53) + chr(0b110000), 13148 - 13140), nzTpIcepk0o8(chr(0b100100 + 0o14) + '\x6f' + '\062' + chr(1938 - 1886) + chr(0b110101), 48324 - 48316), nzTpIcepk0o8(chr(0b101000 + 0o10) + '\x6f' + chr(49) + chr(55) + '\067', 0b1000), nzTpIcepk0o8(chr(48) + chr(111) + chr(0b110111) + chr(0b110000), 35987 - 35979), nzTpIcepk0o8(chr(0b110000) + chr(7294 - 7183) + '\x33' + chr(0b11111 + 0o21) + chr(149 - 97), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b101111 + 0o4) + chr(0b110100) + chr(77 - 25), ord("\x08")), nzTpIcepk0o8('\060' + '\157' + '\x32' + '\061' + '\x34', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + '\067' + '\062', 0b1000), nzTpIcepk0o8('\060' + chr(111) + chr(49) + '\062' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(1966 - 1918) + '\x6f' + chr(0b110001) + '\067' + chr(0b101101 + 0o3), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x33' + chr(54) + chr(0b101100 + 0o4), 8158 - 8150), nzTpIcepk0o8(chr(0b11101 + 0o23) + chr(0b10011 + 0o134) + '\x31' + '\060' + chr(2068 - 2020), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1820 - 1766) + '\x32', 8), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b11010 + 0o34) + '\x35', 0b1000), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1712 - 1662) + chr(0b101 + 0o53), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111 + 0o0) + chr(50) + chr(0b101111 + 0o1) + chr(1179 - 1125), 8), nzTpIcepk0o8('\060' + chr(111) + chr(0b110011) + chr(54) + chr(52), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110010) + '\x30' + chr(50), ord("\x08")), nzTpIcepk0o8(chr(98 - 50) + chr(0b10000 + 0o137) + chr(2153 - 2104) + chr(908 - 853) + chr(2009 - 1960), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b100110 + 0o14) + '\x37', 0o10), nzTpIcepk0o8(chr(0b10 + 0o56) + '\157' + chr(0b110010) + '\060' + chr(0b101111 + 0o2), ord("\x08")), nzTpIcepk0o8('\x30' + chr(2885 - 2774) + chr(914 - 860) + chr(150 - 99), 0o10), nzTpIcepk0o8('\060' + '\157' + '\064' + chr(132 - 83), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\067' + '\067', 34219 - 34211), nzTpIcepk0o8(chr(48) + chr(638 - 527) + chr(51) + '\062' + '\x37', ord("\x08")), nzTpIcepk0o8(chr(629 - 581) + chr(111) + '\x35' + chr(0b1011 + 0o50), 8870 - 8862), nzTpIcepk0o8(chr(618 - 570) + chr(111) + chr(0b11100 + 0o26) + chr(0b10111 + 0o36) + chr(1561 - 1513), 26662 - 26654), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\061' + chr(55) + '\x30', 8), nzTpIcepk0o8(chr(0b1100 + 0o44) + '\157' + chr(49) + chr(0b101101 + 0o10) + chr(52), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8('\x30' + '\157' + '\x35' + chr(0b110000), 26020 - 26012)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xfc'), chr(6918 - 6818) + '\x65' + chr(0b11100 + 0o107) + '\x6f' + chr(100) + chr(101))(chr(2228 - 2111) + chr(116) + chr(2300 - 2198) + chr(0b100101 + 0o10) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def XixF12UVQnLJ(hXMPsSrOQzbh, SLVB2BPA_mIe, uV9iBiw0y_Mp):
if uV9iBiw0y_Mp is None:
if SLVB2BPA_mIe in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xbf\x92\x95\xc6\xe7\xf5p\xde\xff\x9b9X'), '\144' + chr(9743 - 9642) + '\x63' + chr(0b111101 + 0o62) + '\144' + chr(0b110100 + 0o61))('\165' + chr(0b1110100) + chr(102) + '\x2d' + chr(56))):
del roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'\xbf\x92\x95\xc6\xe7\xf5p\xde\xff\x9b9X'), chr(0b101111 + 0o65) + chr(0b1111 + 0o126) + '\143' + '\157' + chr(2018 - 1918) + chr(0b10 + 0o143))('\x75' + chr(116) + chr(0b1100001 + 0o5) + chr(775 - 730) + chr(2465 - 2409)))[SLVB2BPA_mIe]
hXMPsSrOQzbh.mnhQauBa0NV0[SLVB2BPA_mIe] = uV9iBiw0y_Mp |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_variable | def set_variable(self, name, value):
"""Set a bot variable.
Equivalent to ``! var`` in RiveScript code.
:param str name: The name of the variable to set.
:param str value: The value of the variable.
Set this to ``None`` to delete the variable.
"""
if value is None:
# Unset the variable.
if name in self._var:
del self._var[name]
self._var[name] = value | python | def set_variable(self, name, value):
"""Set a bot variable.
Equivalent to ``! var`` in RiveScript code.
:param str name: The name of the variable to set.
:param str value: The value of the variable.
Set this to ``None`` to delete the variable.
"""
if value is None:
# Unset the variable.
if name in self._var:
del self._var[name]
self._var[name] = value | [
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... | Set a bot variable.
Equivalent to ``! var`` in RiveScript code.
:param str name: The name of the variable to set.
:param str value: The value of the variable.
Set this to ``None`` to delete the variable. | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L640-L653 | train | Set a bot variable. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + '\x34' + chr(50), 48834 - 48826), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + chr(3003 - 2948) + '\064', 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110001) + chr(51) + chr(2137 - 2089), 0o10), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(0b110010) + '\065' + '\x33', 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\x36' + '\061', 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(0b10 + 0o155) + chr(0b110011) + chr(0b10000 + 0o46) + chr(2113 - 2065), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b100011 + 0o20) + chr(0b110011) + chr(0b11101 + 0o26), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(600 - 549) + chr(53) + chr(0b10111 + 0o37), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b101010 + 0o11) + '\x30' + chr(2641 - 2589), 0o10), nzTpIcepk0o8(chr(0b1111 + 0o41) + chr(4605 - 4494) + chr(1283 - 1231) + '\x31', 34593 - 34585), nzTpIcepk0o8('\060' + chr(3566 - 3455) + chr(598 - 543) + chr(0b110000), 10220 - 10212), nzTpIcepk0o8(chr(48) + '\157' + chr(151 - 101) + chr(978 - 930) + chr(0b110111), 0b1000), nzTpIcepk0o8(chr(2156 - 2108) + chr(7795 - 7684) + chr(51) + '\060' + chr(0b110100), 8), nzTpIcepk0o8('\x30' + chr(111) + chr(51) + chr(0b100001 + 0o20) + chr(0b100111 + 0o11), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b100010 + 0o23) + chr(0b11111 + 0o24), 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(776 - 726) + chr(0b100001 + 0o25) + chr(50), 55322 - 55314), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110001) + '\x34' + chr(0b110010), 8), nzTpIcepk0o8(chr(0b100101 + 0o13) + '\157' + chr(0b10101 + 0o34) + chr(0b101111 + 0o4) + chr(0b100001 + 0o22), 0o10), nzTpIcepk0o8(chr(0b100110 + 0o12) + chr(0b11111 + 0o120) + chr(2291 - 2241) + chr(0b110100) + chr(54), 51457 - 51449), nzTpIcepk0o8(chr(48) + '\x6f' + '\x33' + '\067', 18678 - 18670), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + '\x30', 12737 - 12729), nzTpIcepk0o8(chr(48) + chr(3413 - 3302) + chr(51) + chr(0b110100) + '\x30', 24638 - 24630), nzTpIcepk0o8(chr(2163 - 2115) + chr(6856 - 6745) + chr(2389 - 2339) + chr(0b1000 + 0o52), 0b1000), nzTpIcepk0o8(chr(555 - 507) + chr(0b111111 + 0o60) + chr(50) + chr(55), 0b1000), nzTpIcepk0o8(chr(0b11111 + 0o21) + chr(111) + chr(51) + chr(0b110000 + 0o6), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + chr(51) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + '\061' + chr(0b110001) + chr(97 - 47), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1101001 + 0o6) + '\x34' + chr(55), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(6738 - 6627) + chr(0b101 + 0o55) + chr(0b110000) + '\066', 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + '\157' + chr(0b110011) + '\062' + '\061', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1000001 + 0o56) + '\063' + chr(0b110011 + 0o4) + '\063', 5383 - 5375), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(0b101111 + 0o3) + chr(1765 - 1715) + chr(48), 0o10), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x34' + chr(1745 - 1691), 0b1000), nzTpIcepk0o8(chr(1937 - 1889) + '\x6f' + '\x31' + '\066' + '\062', ord("\x08")), nzTpIcepk0o8('\x30' + chr(8843 - 8732) + chr(1195 - 1145) + '\x32' + '\x31', ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(201 - 152) + '\064' + chr(0b110010), 8), nzTpIcepk0o8('\x30' + chr(0b100011 + 0o114) + '\x33' + chr(2615 - 2561) + chr(0b100011 + 0o23), 0o10), nzTpIcepk0o8('\060' + '\157' + chr(0b11001 + 0o32) + chr(48) + chr(52), 8), nzTpIcepk0o8('\060' + chr(111) + chr(1704 - 1655) + chr(2250 - 2196) + chr(0b100110 + 0o13), ord("\x08")), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(1464 - 1353) + '\062' + '\x31' + chr(0b1110 + 0o50), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(5906 - 5795) + '\x35' + chr(48), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'L'), chr(100) + chr(101) + chr(0b1011111 + 0o4) + '\157' + chr(0b111100 + 0o50) + chr(0b1100101))(chr(13549 - 13432) + chr(4908 - 4792) + chr(102) + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def SZy2tLSGMx3j(hXMPsSrOQzbh, SLVB2BPA_mIe, uV9iBiw0y_Mp):
if uV9iBiw0y_Mp is None:
if SLVB2BPA_mIe in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'=\x8a9\xd9'), chr(8933 - 8833) + chr(0b1100101) + '\143' + '\157' + chr(0b1100010 + 0o2) + chr(0b11 + 0o142))(chr(12449 - 12332) + chr(3191 - 3075) + chr(0b1100110) + chr(735 - 690) + '\070')):
del roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'=\x8a9\xd9'), '\144' + chr(9615 - 9514) + chr(0b1100001 + 0o2) + chr(111) + '\144' + chr(101))(chr(5190 - 5073) + chr(0b1110100) + '\146' + '\055' + chr(0b111000)))[SLVB2BPA_mIe]
hXMPsSrOQzbh.car9by5ivhF9[SLVB2BPA_mIe] = uV9iBiw0y_Mp |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_substitution | def set_substitution(self, what, rep):
"""Set a substitution.
Equivalent to ``! sub`` in RiveScript code.
:param str what: The original text to replace.
:param str rep: The text to replace it with.
Set this to ``None`` to delete the substitution.
"""
if rep is None:
# Unset the variable.
if what in self._subs:
del self._subs[what]
self._subs[what] = rep | python | def set_substitution(self, what, rep):
"""Set a substitution.
Equivalent to ``! sub`` in RiveScript code.
:param str what: The original text to replace.
:param str rep: The text to replace it with.
Set this to ``None`` to delete the substitution.
"""
if rep is None:
# Unset the variable.
if what in self._subs:
del self._subs[what]
self._subs[what] = rep | [
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"[... | Set a substitution.
Equivalent to ``! sub`` in RiveScript code.
:param str what: The original text to replace.
:param str rep: The text to replace it with.
Set this to ``None`` to delete the substitution. | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L663-L676 | train | Set a substitution. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(0b101000 + 0o10) + '\157' + chr(0b110001) + chr(54) + chr(1897 - 1849), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + '\x32' + '\066', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(1323 - 1273) + chr(0b110010) + chr(1810 - 1758), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + chr(1324 - 1273) + '\x35' + '\x30', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + '\061' + chr(1726 - 1678) + chr(1585 - 1535), ord("\x08")), nzTpIcepk0o8('\060' + '\x6f' + chr(375 - 325) + chr(54), 61076 - 61068), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(1638 - 1588) + chr(0b1111 + 0o47) + chr(54), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b1011111 + 0o20) + '\x33' + chr(51) + '\067', 0o10), nzTpIcepk0o8(chr(0b10011 + 0o35) + chr(111) + chr(0b110100) + chr(0b1110 + 0o43), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b110100) + chr(0b101010 + 0o12), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + '\065' + chr(2159 - 2107), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(0b11000 + 0o31) + chr(0b110001) + '\067', 23356 - 23348), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x31' + '\x34' + '\x35', 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + '\x33' + chr(51) + '\x32', 0b1000), nzTpIcepk0o8(chr(0b10001 + 0o37) + '\157' + chr(0b110111) + '\065', 0b1000), nzTpIcepk0o8(chr(1062 - 1014) + chr(0b1101111) + chr(0b110011) + chr(50) + chr(0b101101 + 0o11), 8), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + '\064' + chr(0b110110), ord("\x08")), nzTpIcepk0o8(chr(2089 - 2041) + chr(0b1101111) + '\x33' + chr(50) + chr(2400 - 2346), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(0b100 + 0o56) + chr(0b110010), 28992 - 28984), nzTpIcepk0o8(chr(0b110000) + chr(0b1011 + 0o144) + '\065' + chr(0b11010 + 0o30), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b100111 + 0o110) + chr(50) + chr(0b110110 + 0o0) + chr(50), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(111) + chr(0b110001) + chr(0b1111 + 0o45) + '\x35', 8), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(4962 - 4851) + '\063' + chr(724 - 676) + chr(0b110011), 28681 - 28673), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b101111 + 0o1), 50334 - 50326), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(111) + chr(2185 - 2135) + chr(1802 - 1753) + chr(2144 - 2094), 0o10), nzTpIcepk0o8('\x30' + '\x6f' + '\x33' + chr(0b110101) + chr(49), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(616 - 566) + chr(2158 - 2104) + chr(0b10101 + 0o36), 0b1000), nzTpIcepk0o8(chr(1394 - 1346) + '\x6f' + '\x31' + chr(0b101110 + 0o5) + '\065', 47494 - 47486), nzTpIcepk0o8('\x30' + chr(2307 - 2196) + chr(50) + chr(0b110000) + chr(0b110100), 59351 - 59343), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110001) + chr(119 - 64) + '\064', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b100100 + 0o113) + chr(0b101000 + 0o13) + chr(187 - 138) + chr(53), ord("\x08")), nzTpIcepk0o8(chr(0b110000 + 0o0) + chr(12125 - 12014) + '\062' + chr(2626 - 2571) + chr(0b10101 + 0o35), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110010) + chr(0b1011 + 0o51) + chr(1840 - 1786), 8), nzTpIcepk0o8(chr(48) + chr(7967 - 7856) + chr(0b1001 + 0o52) + chr(0b110011) + chr(0b110011), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\063' + chr(0b100000 + 0o21) + '\x35', 8), nzTpIcepk0o8('\060' + chr(3665 - 3554) + chr(49) + chr(0b110101) + chr(2017 - 1965), 8), nzTpIcepk0o8(chr(0b11000 + 0o30) + chr(8842 - 8731) + chr(0b110100) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b101110 + 0o2) + chr(0b1000000 + 0o57) + '\x31' + '\x33' + chr(51), 61603 - 61595), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(0b110000) + '\066', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8('\060' + chr(0b101101 + 0o102) + chr(53) + chr(48), 8)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'^'), chr(100) + chr(4259 - 4158) + chr(0b1010 + 0o131) + '\157' + chr(0b11110 + 0o106) + chr(2214 - 2113))('\x75' + chr(0b1110100) + '\146' + chr(0b11011 + 0o22) + chr(0b111000)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def yUlC8eYGvxYy(hXMPsSrOQzbh, by_D4kPJJXto, K8L_uwmvTMjh):
if K8L_uwmvTMjh is None:
if by_D4kPJJXto in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'/\xa5\xe1\x8a1'), chr(2265 - 2165) + chr(0b1100101) + '\x63' + chr(111) + chr(2015 - 1915) + chr(0b1000000 + 0o45))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101) + '\x38')):
del roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'/\xa5\xe1\x8a1'), chr(0b1011011 + 0o11) + chr(0b111100 + 0o51) + '\143' + chr(0b1101111) + '\144' + chr(101))(chr(10591 - 10474) + chr(0b111 + 0o155) + chr(0b1011110 + 0o10) + '\x2d' + chr(2631 - 2575)))[by_D4kPJJXto]
hXMPsSrOQzbh.hUF40Lh_GrLQ[by_D4kPJJXto] = K8L_uwmvTMjh |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_person | def set_person(self, what, rep):
"""Set a person substitution.
Equivalent to ``! person`` in RiveScript code.
:param str what: The original text to replace.
:param str rep: The text to replace it with.
Set this to ``None`` to delete the substitution.
"""
if rep is None:
# Unset the variable.
if what in self._person:
del self._person[what]
self._person[what] = rep | python | def set_person(self, what, rep):
"""Set a person substitution.
Equivalent to ``! person`` in RiveScript code.
:param str what: The original text to replace.
:param str rep: The text to replace it with.
Set this to ``None`` to delete the substitution.
"""
if rep is None:
# Unset the variable.
if what in self._person:
del self._person[what]
self._person[what] = rep | [
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"[... | Set a person substitution.
Equivalent to ``! person`` in RiveScript code.
:param str what: The original text to replace.
:param str rep: The text to replace it with.
Set this to ``None`` to delete the substitution. | [
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L678-L691 | train | Set a person substitution. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1864 - 1816) + chr(0b110100 + 0o73) + '\x31' + chr(0b100111 + 0o17) + chr(0b110000), ord("\x08")), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(111) + chr(0b101100 + 0o11) + '\062', 55602 - 55594), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(579 - 530) + '\067' + chr(0b100 + 0o55), 30323 - 30315), nzTpIcepk0o8(chr(1104 - 1056) + chr(111) + '\064' + chr(53), 0o10), nzTpIcepk0o8(chr(48) + chr(0b101111 + 0o100) + chr(0b110010) + '\x34', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(49) + chr(49) + chr(0b110101), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(1345 - 1296) + chr(0b110101) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\062' + chr(0b110110) + chr(499 - 451), 14987 - 14979), nzTpIcepk0o8('\060' + chr(0b10111 + 0o130) + '\061' + chr(746 - 692) + chr(49), 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(807 - 757) + '\063' + '\062', 23187 - 23179), nzTpIcepk0o8('\060' + chr(10959 - 10848) + chr(2357 - 2306) + '\061', 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b11101 + 0o122) + chr(49) + chr(50) + '\x36', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x31' + chr(1799 - 1747) + chr(0b110101), 0o10), nzTpIcepk0o8(chr(1837 - 1789) + '\157' + '\x31' + '\066' + '\x33', 15868 - 15860), nzTpIcepk0o8('\060' + chr(0b1101111) + '\x32' + chr(0b110110) + '\066', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(50) + chr(53) + '\x32', 0b1000), nzTpIcepk0o8('\x30' + chr(111) + chr(49) + '\060' + chr(0b110101), 62923 - 62915), nzTpIcepk0o8(chr(0b10100 + 0o34) + '\x6f' + '\x33' + chr(0b100100 + 0o23) + chr(48), 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110010 + 0o0) + chr(0b101010 + 0o10) + chr(0b100 + 0o56), 15113 - 15105), nzTpIcepk0o8('\060' + chr(0b1101111) + '\062' + chr(54) + chr(0b110011), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(49) + chr(0b1010 + 0o47) + '\x32', 57194 - 57186), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x35' + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(1770 - 1722) + chr(0b1101111) + chr(0b110 + 0o54) + '\065' + chr(54), 0o10), nzTpIcepk0o8(chr(759 - 711) + chr(0b1101111) + '\x31' + chr(1018 - 969) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b110001) + chr(0b110011) + chr(50), 0b1000), nzTpIcepk0o8(chr(2260 - 2212) + chr(8970 - 8859) + '\062' + chr(0b110000) + chr(0b110010), 2802 - 2794), nzTpIcepk0o8('\060' + chr(111) + chr(0b110110) + chr(1284 - 1231), 47222 - 47214), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1101111) + chr(49) + chr(50) + '\x35', 24651 - 24643), nzTpIcepk0o8(chr(0b101001 + 0o7) + '\157' + '\x31' + chr(0b110111) + chr(2545 - 2492), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b110011) + chr(0b110001) + chr(1590 - 1541), 56407 - 56399), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(292 - 237), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x32' + '\x34' + '\x35', 0b1000), nzTpIcepk0o8(chr(0b110 + 0o52) + chr(0b1101111) + '\067', 8), nzTpIcepk0o8(chr(1751 - 1703) + chr(111) + '\063' + '\x36' + chr(0b11011 + 0o31), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1029 - 980) + chr(0b110101) + '\x36', 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(1962 - 1911) + '\x37' + '\066', 43053 - 43045), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110001) + chr(54) + '\065', 53475 - 53467), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110001) + chr(0b110101) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b100001 + 0o17) + chr(4588 - 4477) + chr(0b100110 + 0o13) + chr(1149 - 1095) + chr(53), 8), nzTpIcepk0o8(chr(48) + chr(111) + chr(50) + '\x36' + chr(55), ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(2078 - 2030) + chr(0b100001 + 0o116) + '\065' + '\x30', 40718 - 40710)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'^'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1101111) + chr(0b10010 + 0o122) + '\x65')(chr(11127 - 11010) + chr(116) + chr(0b1100110) + '\055' + chr(56)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def FlJIFj4P5hjq(hXMPsSrOQzbh, by_D4kPJJXto, K8L_uwmvTMjh):
if K8L_uwmvTMjh is None:
if by_D4kPJJXto in roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'/Z\x1cWg"\x01'), '\x64' + '\145' + chr(99) + '\x6f' + chr(100) + chr(0b100111 + 0o76))(chr(0b110100 + 0o101) + chr(0b1110100) + chr(102) + chr(45) + chr(2356 - 2300))):
del roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'/Z\x1cWg"\x01'), chr(0b111001 + 0o53) + '\x65' + chr(3845 - 3746) + '\157' + chr(0b0 + 0o144) + '\x65')(chr(117) + '\x74' + chr(102) + chr(1087 - 1042) + chr(0b111000)))[by_D4kPJJXto]
hXMPsSrOQzbh.ALuIQDBc147H[by_D4kPJJXto] = K8L_uwmvTMjh |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_uservar | def set_uservar(self, user, name, value):
"""Set a variable for a user.
This is like the ``<set>`` tag in RiveScript code.
:param str user: The user ID to set a variable for.
:param str name: The name of the variable to set.
:param str value: The value to set there.
"""
self._session.set(user, {name: value}) | python | def set_uservar(self, user, name, value):
"""Set a variable for a user.
This is like the ``<set>`` tag in RiveScript code.
:param str user: The user ID to set a variable for.
:param str name: The name of the variable to set.
:param str value: The value to set there.
"""
self._session.set(user, {name: value}) | [
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This is like the ``<set>`` tag in RiveScript code.
:param str user: The user ID to set a variable for.
:param str name: The name of the variable to set.
:param str value: The value to set there. | [
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"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L693-L702 | train | Set a variable for a user. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\x30' + '\x6f' + '\061' + '\x35' + chr(0b110011), 56850 - 56842), nzTpIcepk0o8(chr(1602 - 1554) + chr(111) + chr(0b110001) + '\x32' + '\x36', 0o10), nzTpIcepk0o8(chr(1357 - 1309) + chr(111) + '\x32' + chr(2184 - 2132) + chr(54), 0o10), nzTpIcepk0o8(chr(48) + chr(1775 - 1664) + '\061' + chr(55) + '\x32', ord("\x08")), nzTpIcepk0o8(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b110010) + chr(0b1100 + 0o47) + chr(51), 0b1000), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b110 + 0o151) + '\062' + chr(1930 - 1876) + '\x31', 59945 - 59937), nzTpIcepk0o8('\x30' + chr(0b1100111 + 0o10) + '\x32' + chr(0b11000 + 0o30) + chr(926 - 873), 30665 - 30657), nzTpIcepk0o8(chr(0b101100 + 0o4) + chr(111) + chr(0b110001) + chr(53) + chr(2285 - 2237), 0b1000), nzTpIcepk0o8(chr(1949 - 1901) + '\x6f' + chr(0b110011) + '\x35' + chr(260 - 206), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(3875 - 3764) + '\065' + chr(0b1001 + 0o55), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(50) + '\060' + chr(51), 0o10), nzTpIcepk0o8('\x30' + chr(4542 - 4431) + chr(0b110111) + chr(0b110111), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1101111) + chr(49) + '\061' + chr(0b110010), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(977 - 926) + '\x30' + chr(0b101 + 0o56), 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(713 - 662) + chr(0b10011 + 0o35) + '\063', 8), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(0b100001 + 0o22) + chr(0b110011) + '\062', 0b1000), nzTpIcepk0o8('\060' + chr(0b1001011 + 0o44) + chr(2458 - 2408) + '\x32' + chr(0b110110), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1010010 + 0o35) + chr(0b110011), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1011001 + 0o26) + chr(49) + chr(0b100 + 0o61) + chr(0b100010 + 0o25), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(0b101001 + 0o106) + '\061' + chr(208 - 158) + chr(0b10011 + 0o40), 14943 - 14935), nzTpIcepk0o8('\060' + '\x6f' + chr(0b11100 + 0o25) + chr(0b1001 + 0o50) + '\063', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(0b101011 + 0o104) + chr(0b0 + 0o62) + chr(51) + chr(959 - 911), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + chr(49) + chr(0b110010) + chr(55), 0b1000), nzTpIcepk0o8(chr(1442 - 1394) + '\157' + chr(50) + chr(456 - 406), 0b1000), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\157' + chr(0b110111) + chr(948 - 898), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110100), 0b1000), nzTpIcepk0o8(chr(0b100 + 0o54) + chr(0b1101111) + chr(524 - 474) + chr(0b110010) + chr(0b110101), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\063' + chr(55) + '\063', 0b1000), nzTpIcepk0o8(chr(0b11011 + 0o25) + chr(111) + '\x32' + '\x31' + chr(0b110110), 22658 - 22650), nzTpIcepk0o8(chr(48) + chr(1228 - 1117) + chr(0b110010) + chr(51) + chr(51), 8), nzTpIcepk0o8(chr(48) + chr(2694 - 2583) + chr(752 - 703) + chr(0b11 + 0o60) + chr(266 - 218), 0o10), nzTpIcepk0o8(chr(48) + chr(111) + chr(2125 - 2074) + chr(52) + chr(0b10101 + 0o33), 0b1000), nzTpIcepk0o8('\x30' + chr(0b1100000 + 0o17) + '\066' + chr(55), 56419 - 56411), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b100011 + 0o16) + chr(1043 - 990), ord("\x08")), nzTpIcepk0o8(chr(48) + '\x6f' + chr(0b1100 + 0o45) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(48) + chr(727 - 616) + chr(0b1101 + 0o46) + chr(2213 - 2159) + '\x34', 0b1000), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b11011 + 0o26) + chr(50) + chr(392 - 344), 0b1000), nzTpIcepk0o8(chr(491 - 443) + '\x6f' + chr(55) + chr(48), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x33' + chr(49), 15144 - 15136), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(0b110010) + chr(54) + '\067', 36566 - 36558)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(240 - 192) + chr(11298 - 11187) + '\065' + chr(0b110000), 0b1000)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'E'), '\x64' + chr(0b1100101) + chr(0b110111 + 0o54) + '\157' + chr(1267 - 1167) + chr(0b110 + 0o137))(chr(117) + chr(0b100011 + 0o121) + chr(0b1011011 + 0o13) + chr(412 - 367) + '\x38') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def RJ9VOGbaI3S0(hXMPsSrOQzbh, E63X9RhwfuOn, SLVB2BPA_mIe, uV9iBiw0y_Mp):
roI3spqORKae(hXMPsSrOQzbh._session, roI3spqORKae(ES5oEprVxulp(b') \xcfM\xaa\xdf\xcb\x11\x98B\xf2p'), '\x64' + '\x65' + chr(3226 - 3127) + '\157' + chr(0b1100100) + chr(101))('\x75' + '\164' + '\x66' + '\055' + chr(0b111000)))(E63X9RhwfuOn, {SLVB2BPA_mIe: uV9iBiw0y_Mp}) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.set_uservars | def set_uservars(self, user, data=None):
"""Set many variables for a user, or set many variables for many users.
This function can be called in two ways::
# Set a dict of variables for a single user.
rs.set_uservars(username, vars)
# Set a nested dict of variables for many users.
rs.set_uservars(many_vars)
In the first syntax, ``vars`` is a simple dict of key/value string
pairs. In the second syntax, ``many_vars`` is a structure like this::
{
"username1": {
"key": "value",
},
"username2": {
"key": "value",
},
}
This way you can export *all* user variables via ``get_uservars()``
and then re-import them all at once, instead of setting them once per
user.
:param optional str user: The user ID to set many variables for.
Skip this parameter to set many variables for many users instead.
:param dict data: The dictionary of key/value pairs for user variables,
or else a dict of dicts mapping usernames to key/value pairs.
This may raise a ``TypeError`` exception if you pass it invalid data
types. Note that only the standard ``dict`` type is accepted, but not
variants like ``OrderedDict``, so if you have a dict-like type you
should cast it to ``dict`` first.
"""
# Check the parameters to see how we're being used.
if type(user) is dict and data is None:
# Setting many variables for many users.
for uid, uservars in user.items():
if type(uservars) is not dict:
raise TypeError(
"In set_uservars(many_vars) syntax, the many_vars dict "
"must be in the format of `many_vars['username'] = "
"dict(key=value)`, but the contents of many_vars['{}']"
" is not a dict.".format(uid)
)
self._session.set(uid, uservars)
elif type(user) in [text_type, str] and type(data) is dict:
# Setting variables for a single user.
self._session.set(user, data)
else:
raise TypeError(
"set_uservars() may only be called with types ({str}, dict) or "
"(dict<{str}, dict>) but you called it with types ({a}, {b})"
.format(
str="unicode" if sys.version_info[0] < 3 else "str",
a=type(user),
b=type(data),
),
) | python | def set_uservars(self, user, data=None):
"""Set many variables for a user, or set many variables for many users.
This function can be called in two ways::
# Set a dict of variables for a single user.
rs.set_uservars(username, vars)
# Set a nested dict of variables for many users.
rs.set_uservars(many_vars)
In the first syntax, ``vars`` is a simple dict of key/value string
pairs. In the second syntax, ``many_vars`` is a structure like this::
{
"username1": {
"key": "value",
},
"username2": {
"key": "value",
},
}
This way you can export *all* user variables via ``get_uservars()``
and then re-import them all at once, instead of setting them once per
user.
:param optional str user: The user ID to set many variables for.
Skip this parameter to set many variables for many users instead.
:param dict data: The dictionary of key/value pairs for user variables,
or else a dict of dicts mapping usernames to key/value pairs.
This may raise a ``TypeError`` exception if you pass it invalid data
types. Note that only the standard ``dict`` type is accepted, but not
variants like ``OrderedDict``, so if you have a dict-like type you
should cast it to ``dict`` first.
"""
# Check the parameters to see how we're being used.
if type(user) is dict and data is None:
# Setting many variables for many users.
for uid, uservars in user.items():
if type(uservars) is not dict:
raise TypeError(
"In set_uservars(many_vars) syntax, the many_vars dict "
"must be in the format of `many_vars['username'] = "
"dict(key=value)`, but the contents of many_vars['{}']"
" is not a dict.".format(uid)
)
self._session.set(uid, uservars)
elif type(user) in [text_type, str] and type(data) is dict:
# Setting variables for a single user.
self._session.set(user, data)
else:
raise TypeError(
"set_uservars() may only be called with types ({str}, dict) or "
"(dict<{str}, dict>) but you called it with types ({a}, {b})"
.format(
str="unicode" if sys.version_info[0] < 3 else "str",
a=type(user),
b=type(data),
),
) | [
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... | Set many variables for a user, or set many variables for many users.
This function can be called in two ways::
# Set a dict of variables for a single user.
rs.set_uservars(username, vars)
# Set a nested dict of variables for many users.
rs.set_uservars(many_vars)
In the first syntax, ``vars`` is a simple dict of key/value string
pairs. In the second syntax, ``many_vars`` is a structure like this::
{
"username1": {
"key": "value",
},
"username2": {
"key": "value",
},
}
This way you can export *all* user variables via ``get_uservars()``
and then re-import them all at once, instead of setting them once per
user.
:param optional str user: The user ID to set many variables for.
Skip this parameter to set many variables for many users instead.
:param dict data: The dictionary of key/value pairs for user variables,
or else a dict of dicts mapping usernames to key/value pairs.
This may raise a ``TypeError`` exception if you pass it invalid data
types. Note that only the standard ``dict`` type is accepted, but not
variants like ``OrderedDict``, so if you have a dict-like type you
should cast it to ``dict`` first. | [
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"users",
"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L704-L769 | train | Set many variables for a user or many users. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8('\060' + chr(1152 - 1041) + chr(0b110111) + chr(3024 - 2969), 0o10), nzTpIcepk0o8(chr(0b100010 + 0o16) + '\157' + chr(50) + chr(0b1011 + 0o53) + chr(0b100110 + 0o15), 12267 - 12259), nzTpIcepk0o8('\x30' + '\157' + chr(0b1110 + 0o45) + '\x34' + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + chr(111) + '\x37', 0o10), nzTpIcepk0o8(chr(48) + '\x6f' + chr(48), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b100100 + 0o16) + chr(54) + chr(0b11010 + 0o26), ord("\x08")), nzTpIcepk0o8('\x30' + chr(0b110010 + 0o75) + '\x33' + '\066' + '\x30', 26833 - 26825), nzTpIcepk0o8(chr(1869 - 1821) + chr(0b110100 + 0o73) + chr(2213 - 2164) + chr(0b110110) + '\061', ord("\x08")), nzTpIcepk0o8('\060' + '\157' + chr(50) + chr(0b101111 + 0o2) + '\065', 0o10), nzTpIcepk0o8('\060' + chr(111) + chr(0b110001) + chr(0b110111) + '\x37', 0b1000), nzTpIcepk0o8(chr(0b100010 + 0o16) + chr(0b110010 + 0o75) + '\063' + chr(0b110110) + chr(2215 - 2163), 0b1000), nzTpIcepk0o8(chr(816 - 768) + chr(8159 - 8048) + chr(0b100111 + 0o12) + '\x34' + '\x35', 0o10), nzTpIcepk0o8('\x30' + chr(0b100101 + 0o112) + chr(0b10001 + 0o42) + chr(0b110011) + '\064', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101110 + 0o1) + '\x32' + '\x35', 0o10), nzTpIcepk0o8(chr(0b11110 + 0o22) + chr(111) + chr(0b10111 + 0o35) + chr(2572 - 2519), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(667 - 616) + '\x30' + chr(50), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(137 - 86), 43959 - 43951), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + chr(49) + chr(0b110100), 4277 - 4269), nzTpIcepk0o8('\x30' + chr(111) + '\061' + chr(0b10001 + 0o46) + chr(0b110101), 35970 - 35962), nzTpIcepk0o8('\x30' + chr(111) + '\063' + chr(0b110000) + chr(0b110110 + 0o0), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(5431 - 5320) + chr(0b0 + 0o61) + chr(1352 - 1299) + chr(1165 - 1116), 20534 - 20526), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(55) + '\x34', 48920 - 48912), nzTpIcepk0o8(chr(182 - 134) + chr(0b1101111) + chr(0b100 + 0o55) + chr(52) + '\063', 18477 - 18469), nzTpIcepk0o8(chr(488 - 440) + '\157' + chr(0b110010) + chr(49), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + '\067' + chr(50), 0b1000), nzTpIcepk0o8('\060' + '\x6f' + chr(0b110011) + chr(916 - 864) + chr(51), 44398 - 44390), nzTpIcepk0o8('\060' + chr(111) + chr(52) + chr(54), 10431 - 10423), nzTpIcepk0o8('\x30' + chr(0b101111 + 0o100) + '\063' + chr(0b0 + 0o65), 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(51) + chr(0b100100 + 0o21) + chr(52), ord("\x08")), nzTpIcepk0o8(chr(0b10101 + 0o33) + chr(0b1011000 + 0o27) + chr(50) + chr(52) + '\066', 28433 - 28425), nzTpIcepk0o8(chr(48) + chr(0b1101111) + '\x32' + chr(53), 8), nzTpIcepk0o8('\x30' + chr(0b110 + 0o151) + '\062' + '\x32' + chr(1336 - 1288), 0b1000), nzTpIcepk0o8(chr(0b110000) + '\x6f' + chr(49), ord("\x08")), nzTpIcepk0o8(chr(534 - 486) + chr(0b111101 + 0o62) + chr(2365 - 2316) + '\064' + chr(0b110001 + 0o6), 28316 - 28308), nzTpIcepk0o8('\x30' + chr(0b1011100 + 0o23) + '\061' + '\060' + '\x35', 0b1000), nzTpIcepk0o8(chr(2030 - 1982) + chr(0b1101111) + chr(50) + chr(2468 - 2418) + chr(50), 64780 - 64772), nzTpIcepk0o8(chr(0b110000) + chr(7508 - 7397) + chr(0b110001) + '\x30' + '\x34', 0o10), nzTpIcepk0o8(chr(48) + chr(0b1011000 + 0o27) + '\x33' + '\060' + '\x30', 0b1000), nzTpIcepk0o8('\060' + chr(0b1101111) + '\063' + chr(0b110110) + '\062', 44795 - 44787), nzTpIcepk0o8(chr(291 - 243) + chr(0b1101111) + chr(391 - 339) + chr(0b110100), 0b1000)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(1349 - 1301) + chr(0b1000 + 0o147) + chr(0b110101) + '\x30', 0o10)] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x11'), chr(0b10100 + 0o120) + chr(4025 - 3924) + chr(0b1010000 + 0o23) + '\x6f' + chr(100) + chr(101))(chr(2437 - 2320) + chr(0b1110100) + '\x66' + '\x2d' + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def mPs5MHEWUoiX(hXMPsSrOQzbh, E63X9RhwfuOn, FfKOThdpoDTb=None):
if suIjIS24Zkqw(E63X9RhwfuOn, znjnJWK64FDT) and FfKOThdpoDTb is None:
for (keZDCSgm6kbC, yDDG9OpiwJpK) in roI3spqORKae(E63X9RhwfuOn, roI3spqORKae(ES5oEprVxulp(b'f\xec\x88IE\xca\xb8E\xbe\t\xac\x0c'), chr(8625 - 8525) + chr(101) + '\x63' + chr(111) + chr(100) + chr(1711 - 1610))(chr(13588 - 13471) + chr(0b1110100) + chr(102) + chr(0b100111 + 0o6) + '\x38'))():
if not suIjIS24Zkqw(yDDG9OpiwJpK, znjnJWK64FDT):
raise jZIjKu8IFANs(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'v\xdd\xc6te\xc4\xaf\x04\xfe\x1a\x86\x13\xbdgV\xean-\x13\xbf6J\x02c\t\xca\x06n\x95\xc8a\xf1yKe\xe6,\xa5\xd2I^\xdd\x9fXv\xd1\x82\x02\xad\x1b\x9d\x06\xa85H\xb7p8]\xa4\x0c\x1c\n\x7fZ\x97Nx\xcc\xc0z\xe2l\x061\xb2+\xa6\xd2DR\xd2\x88~_\xc6\x91\x03\xfe$\xd3\x10\xafpW\xacb!\x18\xe14\x1c^1\x1e\x8aEi\xc4\xcdp\xe9<\x11$\xfe1\xa5\xdbD\x13\x93\x84rt\x90\x84\x19\xe8_\x97\n\xb2a@\xacw?]\xa9\x0f\x1c\x0ep\x14\x9ayk\x8d\xd4f\xcb&\x1c8\xb5\x19\xe0\x9bW\x1f\xdd\x89s \xd1\xd0\x15\xe4\x1c\x80K'), chr(0b1001101 + 0o27) + '\x65' + chr(99) + '\157' + chr(0b1100100 + 0o0) + '\145')(chr(4040 - 3923) + '\164' + '\146' + chr(45) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'N\x80\xd5LG\x83\x96\x1e\xdc \xb7/'), chr(0b1100100) + '\145' + chr(6312 - 6213) + chr(0b1101111) + '\x64' + chr(0b1010110 + 0o17))(chr(0b1110101) + '\x74' + '\x66' + chr(1519 - 1474) + chr(0b10110 + 0o42)))(keZDCSgm6kbC))
roI3spqORKae(hXMPsSrOQzbh._session, roI3spqORKae(ES5oEprVxulp(b'}\xc5\x8f01\xde\xbe\x08\xfb\x13\x85*'), chr(6486 - 6386) + '\x65' + chr(0b1011111 + 0o4) + chr(4509 - 4398) + chr(0b1100001 + 0o3) + chr(0b1101 + 0o130))(chr(0b1110101) + chr(9776 - 9660) + chr(0b110010 + 0o64) + chr(899 - 854) + chr(0b111000)))(keZDCSgm6kbC, yDDG9OpiwJpK)
elif MJ07XsN5uFgW(E63X9RhwfuOn) in [H8p5T_wwctMA, N9zlRy29S1SS] and suIjIS24Zkqw(FfKOThdpoDTb, znjnJWK64FDT):
roI3spqORKae(hXMPsSrOQzbh._session, roI3spqORKae(ES5oEprVxulp(b'}\xc5\x8f01\xde\xbe\x08\xfb\x13\x85*'), '\144' + chr(0b1100101) + chr(0b1010110 + 0o15) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(11737 - 11621) + chr(252 - 150) + '\055' + chr(56)))(E63X9RhwfuOn, FfKOThdpoDTb)
else:
raise jZIjKu8IFANs(roI3spqORKae(roI3spqORKae(ES5oEprVxulp(b'L\xd6\x92Xu\xc3\x95\x03\xfb\x1e\x86\x16\xf4<\x05\xafb5]\xa9\x07P\x1a1\x18\x86\x06~\x8d\xcay\xf5eG2\xfb0\xa8\xd2PF\xc3\x83t \x98\x8b\x02\xf9\r\x89I\xfcqL\xa1we]\xa9\x1b\x1cKu\x13\x80R!\x97\xd5a\xe2|Ke\xf6-\xa3\x86\x1a\x16\x93\x84rt\x90\x89\x1e\xf8_\x97\x04\xb0y@\xa6#%\t\xe6\x1eU\x17yZ\x97_m\x89\xd55\xb8z\x068\xbed\xbb\x90Y\x16'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(100) + chr(101))('\165' + '\x74' + chr(6992 - 6890) + chr(45) + chr(56)), roI3spqORKae(ES5oEprVxulp(b'N\x80\xd5LG\x83\x96\x1e\xdc \xb7/'), chr(0b101110 + 0o66) + chr(0b1100101) + chr(3493 - 3394) + '\157' + chr(5377 - 5277) + chr(165 - 64))('\x75' + chr(0b1110100) + '\x66' + chr(45) + '\070'))(str=roI3spqORKae(ES5oEprVxulp(b'J\xdd\x8fdo\xd4\x95'), chr(100) + chr(0b11110 + 0o107) + '\x63' + chr(6020 - 5909) + chr(100) + chr(101))(chr(9134 - 9017) + chr(116) + chr(102) + '\x2d' + chr(0b111000)) if roI3spqORKae(bpyfpu4kTbwL, roI3spqORKae(ES5oEprVxulp(b'I\xd6\x94ti\xdf\x9e.\xe4\x11\x92\n'), chr(9816 - 9716) + '\145' + chr(7725 - 7626) + chr(715 - 604) + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(0b1100110) + '\055' + '\x38'))[nzTpIcepk0o8('\060' + chr(0b1101111) + '\060', 8)] < nzTpIcepk0o8(chr(48) + chr(111) + '\x33', 8) else roI3spqORKae(ES5oEprVxulp(b'L\xc7\x94'), chr(0b101100 + 0o70) + '\x65' + '\143' + '\x6f' + '\x64' + chr(2120 - 2019))('\165' + chr(0b1110100) + chr(8531 - 8429) + '\x2d' + chr(0b111000)), a=MJ07XsN5uFgW(E63X9RhwfuOn), b=MJ07XsN5uFgW(FfKOThdpoDTb))) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.get_uservar | def get_uservar(self, user, name):
"""Get a variable about a user.
:param str user: The user ID to look up a variable for.
:param str name: The name of the variable to get.
:return: The user variable, or ``None`` or ``"undefined"``:
* If the user has no data at all, this returns ``None``.
* If the user doesn't have this variable set, this returns the
string ``"undefined"``.
* Otherwise this returns the string value of the variable.
"""
if name == '__lastmatch__': # Treat var `__lastmatch__` since it can't receive "undefined" value
return self.last_match(user)
else:
return self._session.get(user, name) | python | def get_uservar(self, user, name):
"""Get a variable about a user.
:param str user: The user ID to look up a variable for.
:param str name: The name of the variable to get.
:return: The user variable, or ``None`` or ``"undefined"``:
* If the user has no data at all, this returns ``None``.
* If the user doesn't have this variable set, this returns the
string ``"undefined"``.
* Otherwise this returns the string value of the variable.
"""
if name == '__lastmatch__': # Treat var `__lastmatch__` since it can't receive "undefined" value
return self.last_match(user)
else:
return self._session.get(user, name) | [
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:param str user: The user ID to look up a variable for.
:param str name: The name of the variable to get.
:return: The user variable, or ``None`` or ``"undefined"``:
* If the user has no data at all, this returns ``None``.
* If the user doesn't have this variable set, this returns the
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"user",
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] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L771-L787 | train | Get a user variable about a user. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(1422 - 1374) + chr(0b1001001 + 0o46) + '\x36' + chr(48), 0b1000), nzTpIcepk0o8(chr(0b1010 + 0o46) + '\x6f' + chr(49) + chr(50) + chr(0b11101 + 0o24), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(0b110001) + '\x31', 0o10), nzTpIcepk0o8(chr(0b110 + 0o52) + '\x6f' + chr(0b11010 + 0o30) + '\067' + '\x35', 0o10), nzTpIcepk0o8(chr(0b101010 + 0o6) + chr(1920 - 1809) + chr(1079 - 1030) + '\066' + '\x34', 0o10), nzTpIcepk0o8('\x30' + chr(2301 - 2190) + chr(1412 - 1361) + '\064' + chr(2837 - 2782), 0o10), nzTpIcepk0o8('\060' + chr(0b1100000 + 0o17) + chr(52) + chr(2108 - 2055), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b100001 + 0o20) + '\x36' + chr(307 - 252), 0o10), nzTpIcepk0o8('\060' + chr(0b110110 + 0o71) + chr(1492 - 1442) + chr(55), 0o10), nzTpIcepk0o8('\x30' + chr(111) + chr(0b110001) + chr(0b1110 + 0o43) + chr(0b110100), 0o10), nzTpIcepk0o8(chr(0b11000 + 0o30) + '\x6f' + chr(0b110101), 0o10), nzTpIcepk0o8(chr(48) + chr(7829 - 7718) + '\065' + '\x36', ord("\x08")), nzTpIcepk0o8('\x30' + '\x6f' + chr(0b1001 + 0o50) + chr(53) + chr(0b110011), 14489 - 14481), nzTpIcepk0o8('\x30' + chr(3869 - 3758) + chr(50) + '\x35' + chr(0b10001 + 0o40), 0o10), nzTpIcepk0o8(chr(1168 - 1120) + chr(0b1101111) + '\061' + '\063' + chr(183 - 135), 0o10), nzTpIcepk0o8(chr(616 - 568) + chr(11506 - 11395) + chr(51) + chr(53) + chr(55), 0o10), nzTpIcepk0o8('\060' + chr(0b1000001 + 0o56) + chr(0b100100 + 0o16) + '\x33' + '\060', 0o10), nzTpIcepk0o8(chr(0b11001 + 0o27) + '\x6f' + chr(2476 - 2424) + '\x31', 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + '\061' + chr(129 - 80) + chr(0b101001 + 0o14), ord("\x08")), nzTpIcepk0o8(chr(1793 - 1745) + '\157' + chr(0b1000 + 0o52) + chr(52) + chr(858 - 809), 0o10), nzTpIcepk0o8('\x30' + chr(111) + '\x31' + chr(2641 - 2587) + '\067', 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(1995 - 1945) + chr(55) + '\065', 8), nzTpIcepk0o8(chr(0b110000) + chr(0b100111 + 0o110) + chr(0b110010) + '\x32' + '\x32', 0b1000), nzTpIcepk0o8(chr(48) + chr(0b1100010 + 0o15) + chr(2620 - 2567) + chr(2163 - 2111), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110001) + chr(1072 - 1022) + '\063', 0o10), nzTpIcepk0o8('\060' + '\x6f' + chr(50) + chr(0b11000 + 0o34) + chr(0b100 + 0o60), 0o10), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(2910 - 2856) + chr(0b10110 + 0o34), 61144 - 61136), nzTpIcepk0o8(chr(48) + '\157' + chr(580 - 530) + chr(0b101000 + 0o17) + '\067', 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\x32' + '\066' + chr(2184 - 2133), 0o10), nzTpIcepk0o8(chr(951 - 903) + '\157' + '\x33' + '\065' + chr(481 - 432), 37265 - 37257), nzTpIcepk0o8(chr(416 - 368) + chr(5974 - 5863) + chr(49) + chr(0b110011) + chr(51), 0b1000), nzTpIcepk0o8(chr(395 - 347) + '\157' + '\x31' + chr(0b101101 + 0o3) + chr(0b101101 + 0o11), 52574 - 52566), nzTpIcepk0o8('\060' + '\x6f' + chr(0b100010 + 0o17) + '\066' + chr(0b100011 + 0o24), 8), nzTpIcepk0o8(chr(147 - 99) + chr(9972 - 9861) + chr(49) + chr(55) + chr(0b100111 + 0o20), 0o10), nzTpIcepk0o8('\x30' + chr(6297 - 6186) + chr(0b1000 + 0o52) + chr(54) + chr(2371 - 2318), 57599 - 57591), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x31' + chr(1814 - 1759) + chr(48), 0o10), nzTpIcepk0o8('\060' + '\x6f' + '\x33' + '\067' + '\x32', 0b1000), nzTpIcepk0o8(chr(0b1101 + 0o43) + '\x6f' + chr(49) + '\067' + chr(1764 - 1716), 8), nzTpIcepk0o8(chr(0b110 + 0o52) + '\x6f' + chr(50) + chr(627 - 575) + chr(0b1011 + 0o45), ord("\x08")), nzTpIcepk0o8(chr(0b1001 + 0o47) + '\157' + chr(0b110001) + chr(0b110011) + chr(0b110001), 0o10)][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(48) + chr(0b1100011 + 0o14) + chr(0b110010 + 0o3) + chr(0b111 + 0o51), ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\x1e'), '\x64' + chr(6316 - 6215) + chr(0b1100011) + '\x6f' + chr(4400 - 4300) + chr(0b1100101))(chr(117) + chr(116) + '\146' + chr(0b101101) + chr(1176 - 1120)) + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def c6qk9XPMcOHw(hXMPsSrOQzbh, E63X9RhwfuOn, SLVB2BPA_mIe):
if SLVB2BPA_mIe == roI3spqORKae(ES5oEprVxulp(b'o\x0ee\xdc\x07\x93H\x16c/mq4'), chr(100) + chr(0b1100001 + 0o4) + '\x63' + chr(0b110010 + 0o75) + chr(0b1100100) + chr(207 - 106))(chr(117) + chr(116) + chr(498 - 396) + chr(2017 - 1972) + '\x38'):
return roI3spqORKae(hXMPsSrOQzbh, roI3spqORKae(ES5oEprVxulp(b'{\x04^\xd9\r\x96\x1d\x1cE\x14Wz'), chr(100) + '\145' + chr(7264 - 7165) + chr(9813 - 9702) + chr(0b11011 + 0o111) + chr(0b1100011 + 0o2))(chr(0b1001110 + 0o47) + chr(116) + chr(0b1000011 + 0o43) + chr(0b101101) + chr(0b111000)))(E63X9RhwfuOn)
else:
return roI3spqORKae(hXMPsSrOQzbh._session, roI3spqORKae(ES5oEprVxulp(b'w\x04B\xd8\x00\x92\x11\x0fv\x0bvd'), '\x64' + chr(0b10101 + 0o120) + '\143' + chr(0b110011 + 0o74) + chr(2569 - 2469) + '\145')(chr(0b1110101) + '\164' + chr(102) + '\x2d' + '\x38'))(E63X9RhwfuOn, SLVB2BPA_mIe) |
aichaos/rivescript-python | rivescript/rivescript.py | RiveScript.get_uservars | def get_uservars(self, user=None):
"""Get all variables about a user (or all users).
:param optional str user: The user ID to retrieve all variables for.
If not passed, this function will return all data for all users.
:return dict: All the user variables.
* If a ``user`` was passed, this is a ``dict`` of key/value pairs
of that user's variables. If the user doesn't exist in memory,
this returns ``None``.
* Otherwise, this returns a ``dict`` of key/value pairs that map
user IDs to their variables (a ``dict`` of ``dict``).
"""
if user is None:
# All the users!
return self._session.get_all()
else:
# Just this one!
return self._session.get_any(user) | python | def get_uservars(self, user=None):
"""Get all variables about a user (or all users).
:param optional str user: The user ID to retrieve all variables for.
If not passed, this function will return all data for all users.
:return dict: All the user variables.
* If a ``user`` was passed, this is a ``dict`` of key/value pairs
of that user's variables. If the user doesn't exist in memory,
this returns ``None``.
* Otherwise, this returns a ``dict`` of key/value pairs that map
user IDs to their variables (a ``dict`` of ``dict``).
"""
if user is None:
# All the users!
return self._session.get_all()
else:
# Just this one!
return self._session.get_any(user) | [
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* If a ``user`` was passed, this is a ``dict`` of key/value pairs
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"."
] | b55c820cf02a194605fd66af1f070e239f84ed31 | https://github.com/aichaos/rivescript-python/blob/b55c820cf02a194605fd66af1f070e239f84ed31/rivescript/rivescript.py#L789-L809 | train | Get all the user variables about a user. | GiP5xwVCF98Z,B3LV8Eo811Ma,bIsJhlpYrrU2,UtiWT6f6p9yZ,sY2ClS3bs_Vs,cXy7eDEmqBLX,WBIJpxagI_Bm,oiYQtqKByLVy,pKtZbyLPTF7M,N5KuUvtbiyqB,Y8CO_HpFZe1H,lFpHwHL3xiEO,QT_5wdIFQ3WX,gn988v5t9NEf,dVZxwLTOCtbO,RjQP07DYIdkf,Wun5u3i1rn23,m64e4RQAlmFd,zfo2Sgkz3IVJ,aWb0eXvJHTT7,s2y8nAB4S7UF,znAfcqx_89tO,ZnHlCcECsuOK,TdYHRT1SBW60,mBmBrDJUSN6g,Awc2QmWaiVq8,fPFTJxVnGShv,Kqv3Zaj1M9P0,uKsHT175xV8E,ah0DLMBSEU5j,EsFcqWRT9elq,d9st0HqZDng1,knUxyjfq07F9,Fc8q2OvvlH7d,KSw3AkHkJy1a,JD7LadPikpPw,VwkB9reRDydR,aHxuT4bIDdeg,Qn0k4xGfJpuL,NfwEQ1VKf5DV,WdoB9EK8ABTr,Y1otPTwLRJvi,zsedrPqY_EmW,CJFGX4uBWMak,DB9Ra8FNEf7o,DHq8A6v2Wg4n,Migy1gLCcYvQ,IAGRfZDRyjN_,ze1AhR_jfpze,ej204HIOxzoZ,_1qUu0gKi9gH,Wa8JM2k53wi5,aFaxROHyT7UJ,ZOdpVDJPWn4I,LqOf4dRsAg72,K3alqetBMgas,ZtIuyIq3ta7g,UIHY5MV5X5uS,C60ELahXqfKV,FB4_7GjVy3pW,wXIYU_4UfQFa,jZIjKu8IFANs,REazVyvp6OIp,pZy5DBJ8WJod,aP29ipGsOVzf,YikXQdxs3VoO,UBvEeZympYSz,mRTjFWUmjlQA,QhZRiM1qvaW7,WbNHlDKpyPtQ,z18h6aCn31dg,oxjHmqoBrCHG,GA4ANb_Tki5v,LdFlJR2ssk3y,gCu7Qd75URN1,yfEeqQiUoqWT,zGgTE_CdZfvi,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2,zQBGwUT7UU8L,DvlSWc3qeAuL,qX60lO1lgHA5,ZQUt7vS8_3kI,VF4pKOObtlPc,D6JeCyjJUA8O,fBqfYi7uj_uC,TVUhqOt5_BbS,WtdkIpFeYozM,MdkNqd1bagO6,QNQS9e6tJqMV,typojWN5Phrq,gufQJgTAhMnI,uPAcezIXzQNA,i739myaCTbWD,AtYHTsImz86v,pWZq9QOaZbhU,lI5UiuqoXdKZ,qZ4DivK_Doaa,znjnJWK64FDT,iJbw0iNQ06Xw,Jq33HEV_XqZE,_kV_Bomx8PZ4,Z5xOfqIptFuc,_9cznYtBZk6k,ZurjcUL1ssA8,qEahrGEDF7Tq,jLW6pRf2DSRk,q33KG3foQ_CJ,PNaRkv8AjHWU,roI3spqORKae,CFUos7dinCa7,dRKdVnHPFq7C,dMJNtLk2mncQ,Mq8h41ilRngb,vgO67Nkl7Kt9,maLnLg8O5zPT,QnTXOd5N96r1,nzTpIcepk0o8,suIjIS24Zkqw,CmsH_0IVxIiZ,b8MSkfijeeBr,ftfygxgFas5X,xM0vTMWcJQBa,H4NoA26ON7iG,y0cCpS6dh4OT,VVP82lOIz6CD,KV9ckIhroIia,D2M3XQk26HKr,XURpmPuEWCNF,ltB3XhPy2rYf,mxgO6GAb3Xup,llEg6op6Lr8F,DnU3Rq9N5ala,RmKXV0QRcrJP,JEroPXRTriYU,v8jsMqaYV6U2,X1QyyvXSAOQt,PWTqT_PKIfuW,bbT2xIe5pzk7,VWshwTzZfwvC,DoS4vLAglV8A,sOS7b2Ofrbne,Bvi71nNyvlqO,lCf1uzpaIUMv,nDEnDEV3Lc5Z,V3OlOVg98A85,WsP3Nc3n6e0b,N9zlRy29S1SS,oclC8DLjA_lV,CO2YiXoIEhJY,nfNqtJL5aRaY,MJ07XsN5uFgW,cL4sFo6RhVJa,TxMFWa_Xzviv,bpTSxj4JFQ8o,zL_YcxPEZPhm,yfEeqQiUoqWT,OHWDi_URd_WF,NKGkaWkPPkT2,AYtDRlqeP0tq,vQqJeSQfHM0X,FUdwyfT9sfj2=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__
ES5oEprVxulp = lambda R7ltlgvcKSD4: QNQS9e6tJqMV([bI5jsQ9OkQtj ^ [nzTpIcepk0o8(chr(2291 - 2243) + '\x6f' + chr(0b101101 + 0o5) + '\063' + chr(50), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b1100011 + 0o14) + chr(2350 - 2299) + '\063' + '\063', 26856 - 26848), nzTpIcepk0o8(chr(0b100101 + 0o13) + chr(0b111001 + 0o66) + chr(1876 - 1825) + chr(0b1110 + 0o43) + chr(53), 0o10), nzTpIcepk0o8('\x30' + chr(0b1101111) + '\x33' + '\064' + chr(0b110 + 0o53), 41771 - 41763), nzTpIcepk0o8(chr(48) + chr(390 - 279) + chr(0b110011) + chr(52) + '\065', ord("\x08")), nzTpIcepk0o8(chr(0b11 + 0o55) + chr(0b100110 + 0o111) + '\067' + chr(55), 31209 - 31201), nzTpIcepk0o8(chr(48) + chr(8948 - 8837) + chr(0b11 + 0o57), 0b1000), nzTpIcepk0o8(chr(0b110000) + chr(1615 - 1504) + chr(50) + chr(49) + '\x33', 0b1000), nzTpIcepk0o8(chr(48) + chr(4760 - 4649) + chr(0b110011) + chr(0b110011), ord("\x08")), nzTpIcepk0o8('\x30' + chr(3852 - 3741) + chr(0b110101) + '\062', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(875 - 826) + chr(0b101010 + 0o12) + chr(1055 - 1002), 17029 - 17021), nzTpIcepk0o8(chr(0b110000) + chr(2320 - 2209) + chr(49) + chr(0b1111 + 0o41) + chr(52), 0o10), nzTpIcepk0o8(chr(0b110000) + '\157' + '\067' + chr(0b10100 + 0o43), 8), nzTpIcepk0o8(chr(0b110000) + chr(111) + chr(0b110011) + chr(724 - 673) + chr(2375 - 2324), 8), nzTpIcepk0o8(chr(0b110000) + '\x6f' + '\x32' + '\x37' + chr(0b110000), ord("\x08")), nzTpIcepk0o8('\060' + chr(0b1101111) + chr(51) + chr(0b110101) + chr(51), 0b1000), nzTpIcepk0o8(chr(48) + '\157' + chr(0b110100) + chr(48), 15085 - 15077), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\062' + chr(52) + chr(52), 0b1000), nzTpIcepk0o8(chr(578 - 530) + '\157' + chr(1671 - 1618), 0o10), nzTpIcepk0o8(chr(1567 - 1519) + '\157' + '\063' + '\x36' + chr(54), 0o10), nzTpIcepk0o8(chr(0b110000) + chr(0b111111 + 0o60) + chr(0b110110) + chr(0b110001), 53550 - 53542), nzTpIcepk0o8(chr(0b110000) + '\157' + chr(0b110 + 0o53) + chr(998 - 945) + '\061', ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(111) + '\x32' + chr(2507 - 2452) + chr(231 - 180), 53244 - 53236), nzTpIcepk0o8('\060' + chr(0b1001111 + 0o40) + '\062' + chr(0b110001) + chr(2253 - 2203), 0b1000), nzTpIcepk0o8(chr(0b101001 + 0o7) + chr(0b1010110 + 0o31) + chr(785 - 731) + chr(0b110 + 0o54), ord("\x08")), nzTpIcepk0o8('\x30' + chr(8772 - 8661) + chr(49) + chr(0b110111) + chr(0b110111), ord("\x08")), nzTpIcepk0o8(chr(0b110000) + chr(3419 - 3308) + chr(0b10000 + 0o43) + '\x35' + '\x30', 0o10), nzTpIcepk0o8(chr(397 - 349) + '\157' + chr(1996 - 1945) + chr(0b10010 + 0o37) + chr(52), 13384 - 13376), nzTpIcepk0o8('\060' + '\157' + chr(553 - 502) + chr(53) + chr(727 - 678), 8141 - 8133), nzTpIcepk0o8('\x30' + chr(111) + chr(50) + chr(51) + chr(1454 - 1401), 0b1000), nzTpIcepk0o8('\x30' + '\x6f' + chr(50) + chr(53) + '\067', ord("\x08")), nzTpIcepk0o8(chr(48) + chr(0b1101111) + chr(582 - 531) + chr(0b110000) + chr(2947 - 2892), 2700 - 2692), nzTpIcepk0o8(chr(0b100011 + 0o15) + '\157' + chr(2411 - 2360) + chr(0b11000 + 0o30) + chr(0b101101 + 0o12), 8), nzTpIcepk0o8(chr(1683 - 1635) + chr(1681 - 1570) + '\063' + chr(613 - 560) + '\063', 8), nzTpIcepk0o8(chr(1441 - 1393) + chr(111) + chr(332 - 282) + chr(217 - 163) + chr(0b110010), 33997 - 33989), nzTpIcepk0o8(chr(0b110000) + chr(9865 - 9754) + '\x32' + chr(0b100 + 0o62) + chr(0b1111 + 0o42), 3461 - 3453), nzTpIcepk0o8(chr(1951 - 1903) + chr(1950 - 1839) + chr(1219 - 1166), 8), nzTpIcepk0o8('\x30' + chr(0b111000 + 0o67) + chr(0b110011) + chr(49), 0b1000), nzTpIcepk0o8(chr(0b0 + 0o60) + '\x6f' + chr(0b110001) + chr(1930 - 1877) + '\x32', 0b1000), nzTpIcepk0o8('\x30' + '\157' + chr(0b1 + 0o62) + '\066' + '\x30', ord("\x08"))][ZlbFMSG8gCoF % nzTpIcepk0o8(chr(0b110000) + '\157' + chr(53) + '\x30', ord("\x08"))] for (ZlbFMSG8gCoF, bI5jsQ9OkQtj) in _kV_Bomx8PZ4(R7ltlgvcKSD4)])
def rFFUeiYWzOhx(pOp6HxxfV61L, pXRQUD7VR93J):
try:
return zGgTE_CdZfvi(pOp6HxxfV61L + roI3spqORKae(ES5oEprVxulp(b'\xb4'), chr(0b10110 + 0o116) + chr(101) + chr(99) + chr(111) + chr(100) + chr(0b1000001 + 0o44))('\165' + chr(0b1110100) + chr(547 - 445) + chr(0b101101) + '\070') + pXRQUD7VR93J)
except fPFTJxVnGShv:
return zGgTE_CdZfvi(pOp6HxxfV61L)
def rVTpwjAAYfyn(hXMPsSrOQzbh, E63X9RhwfuOn=None):
if E63X9RhwfuOn is None:
return roI3spqORKae(hXMPsSrOQzbh._session, roI3spqORKae(ES5oEprVxulp(b'\xfd\xbe\xb9\xbe\x84Sn'), '\144' + '\145' + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(0b1100 + 0o151) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38'))()
else:
return roI3spqORKae(hXMPsSrOQzbh._session, roI3spqORKae(ES5oEprVxulp(b'\xfd\xbe\xb9\xbe\x84Q{'), chr(0b111 + 0o135) + chr(101) + chr(99) + chr(111) + chr(7545 - 7445) + chr(6967 - 6866))(chr(0b1000100 + 0o61) + chr(6833 - 6717) + chr(2647 - 2545) + chr(1789 - 1744) + chr(56)))(E63X9RhwfuOn) |
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