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@quantumjim
Last active September 7, 2022 02:23
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# coding: utf-8
import numpy as np
import random
import os
class ladder:
def __init__(self,d,shots=1024):
self.d = d
self.shots = shots
self.qr = QuantumRegister(1)
self.cr = ClassicalRegister(1)
self.qc = QuantumCircuit(self.qr, self.cr)
def add(self,delta):
self.qc.rx(np.pi*delta/self.d,self.qr[0])
def value(self,backend='local_qasm_simulator',shots=1024):
self.qc.measure(self.qr,self.cr)
job = execute(self.qc, backend=get_backend(backend), shots=shots)
if '1' in job.result().get_counts():
p = job.result().get_counts()['1']/shots
else:
p = 0
delta = round(2*np.arcsin(np.sqrt(p))*self.d/np.pi)
return int(delta)
class interrogate:
def __init__(self):
self.qr = QuantumRegister(1)
self.cr = ClassicalRegister(1)
self.qc = QuantumCircuit(self.qr, self.cr)
self.bool = None
self.prepare({'Y':None})
def prepare(self,state):
self.qc = QuantumCircuit(self.qr, self.cr)
if 'Y' in state:
self.qc.h(self.qr[0])
self.qc.s(self.qr[0])
elif 'X' in state:
if state['X']:
self.qc.x(self.qr[0])
self.qc.h(self.qr[0])
elif 'Z' in state:
if state['Z']:
self.qc.x(self.qr[0])
def measure(self,basis,backend='local_qasm_simulator',shots=1024,mitigate=True):
if basis=='X':
self.qc.h(self.qr[0])
self.qc.measure(self.qr,self.cr)
job = execute(self.qc, backend=get_backend(backend), shots=shots)
stats = job.result().get_counts()
if '1' in stats:
p = stats['1']/shots
else:
p = 0
if mitigate:
if p<0.1:
p = 0
elif p>0.9:
p = 1
self.bool = ( p>random.random() )
self.prepare({basis:self.bool})
class walker:
def __init__(self,length,device,start=None,samples=1,backend='local_qasm_simulator',shots=1024,method='run'):
self.length = length
self.start = start
self.samples = samples
self.backend = backend
self.shots = shots
self.method = method
# device can be a string specifying a device or a number of qubits for all-to-all connectivity
if isinstance( device, str ):
backend = get_backend(device)
self.num = backend.configuration['n_qubits']
self.coupling = backend.configuration['coupling_map']
else:
self.num = device
self.coupling = []
for n in range(self.num):
for m in list(range(n))+list(range(n+1,self.num)):
self.coupling.append([n,m])
if method=='run':
if start:
self.start = start
else:
self.start = ''
for n in range(self.num):
self.start += random.choice(['0','1'])
self.starts, self.circuits = self.setup_walk()
else:
self.circuits = None
self.starts,self.stats = self.get_data()
def setup_walk(self):
circuits = []
starts = []
for sample in range(self.samples):
circuit = []
for l in range(self.length):
gate = random.choice(['X','Y','XX'])
if gate=='XX':
n = random.choice(self.coupling)
else:
n = random.randint(0,self.num-1)
circuit.append( { 'gate':gate, 'n':n } )
circuits.append(circuit)
if not self.start:
start = ''
for n in range(self.num):
start += random.choice(['0','1'])
else:
start = self.start
starts.append(start)
return starts,circuits
def get_data(self):
if self.method=='run':
batch = []
for sample in range(self.samples):
for steps in range(self.length):
qr = QuantumRegister(self.num)
cr = ClassicalRegister(self.num)
qc = QuantumCircuit(qr,cr)
for n in range(self.num):
if self.starts[sample][n]=='1':
qc.x(qr[self.num-n-1])
for step in range(steps):
gate = self.circuits[sample][step]['gate']
n = self.circuits[sample][step]['n']
if gate=='XX':
#qc.cx(qr[n[0]],qr[n[1]])
qc.rx(np.pi/4,qr[n[0]])
qc.cx(qr[n[0]],qr[n[1]])
elif gate=='X':
qc.rx(np.pi/4,qr[n])
elif gate=='Y':
qc.ry(np.pi/4,qr[n])
qc.measure(qr,cr)
batch.append(qc)
job = execute(batch, backend=get_backend(self.backend), shots=self.shots)
stats = []
j = 0
for sample in range(self.samples):
stats_for_sample = []
for step in range(self.length):
this_stats = job.result().get_counts(batch[j])
for string in this_stats:
this_stats[string] = this_stats[string]/self.shots
stats_for_sample.append( this_stats )
j += 1
stats.append(stats_for_sample)
saveFile = open('results.txt', 'w')
saveFile.write( str(stats) )
saveFile.close()
starts = self.starts
else:
saveFile = open('results.txt')
saved_data = saveFile.readlines()
saveFile.close()
stats_string = saved_data[0]
stats = eval(stats_string)
starts = []
for stats_for_sample in stats:
starts.append( max(stats_for_sample[0], key=stats_for_sample[0].get) )
saveFile.close()
return starts,stats
def bell_correlation (basis,backend='local_qasm_simulator',shots=1024):
qr = QuantumRegister(2)
cr = ClassicalRegister(2)
qc = QuantumCircuit(qr,cr)
qc.h( qr[0] )
qc.cx( qr[0], qr[1] )
qc.ry( np.pi/4, qr[1])
qc.h( qr[1] )
qc.x( qr[0] )
qc.z( qr[0] )
for j in range(2):
if basis[j]=='X':
qc.h(qr[j])
qc.measure(qr,cr)
job = execute(qc, backend=get_backend(backend), shots=shots)
stats = job.result().get_counts()
P = 0
for string in stats:
p = stats[string]/shots
if string in ['00','11']:
P += p
return P
def bitstring_superposer (string,backend='local_qasm_simulator',shots=1024):
num = len(string[0])
qr = QuantumRegister(num)
cr = ClassicalRegister(num)
qc = QuantumCircuit(qr,cr)
diff = []
for bit in range(num):
if string[0][bit]==string[1][bit]:
if string[0][bit]=='1':
qc.x(qr[bit])
if string[0][bit]!=string[1][bit]:
diff.append(bit)
if diff:
qc.h(qr[diff[0]])
for bit in diff[1:]:
qc.cx(qr[diff[0]],qr[bit])
for bit in diff:
if string[0][bit]=='1':
qc.x(qr[bit])
qc.measure(qr,cr)
job = execute(qc, backend=get_backend(backend), shots=shots)
stats_raw = job.result().get_counts()
stats = {}
for string in stats_raw:
stats[string[::-1]] = stats_raw[string]/shots
return stats
def emoticon_superposer (emoticons,backend='local_qasm_simulator',shots=1024,verbose=False):
string = []
for emoticon in emoticons:
bin4emoticon = ""
for character in emoticon:
bin4char = bin(ord(character))[2:]
bin4char = (8-len(bin4char))*'0'+bin4char
bin4emoticon += bin4char
string.append(bin4emoticon)
stats = bitstring_superposer(string,backend='local_qasm_simulator',shots=1024)
filename = 'superposition'
for string in stats:
char = chr(int( string[0:8] ,2)) # get string of the leftmost 8 bits and convert to an ASCII character
char += chr(int( string[8:16] ,2)) # do the same for string of rightmost 8 bits, and add it to the previous character
prob = stats[string] # fraction of shots for which this result occurred
# create plot with all characters on top of each other with alpha given by how often it turned up in the output
plt.annotate( char, (0.5,0.5), va="center", ha="center", color = (0,0,0, prob ), size = 300)
if verbose:
if (prob>0.05): # list prob and char for the dominant results (occurred for more than 5% of shots)
print(str(prob)+"\t"+char)
filename += '_' + char
plt.axis('off')
plt.savefig(filename+'.png')
# to be used in image superposer
'''
# sort from least to most likely and create corresponding lists of the strings and fractions
sorted_strings = sorted(stats,key=stats.get)
sorted_fracs = sorted(stats.values())
n = len(stats) # it'll also be handy to know their lengths
# construct alpha values such that the final image is a weighted average of the images specified by the keys of `stats`
alpha = [ sorted_fracs[0] ]
for j in range(0,n-1):
alpha.append( ( alpha[j]/(1-alpha[j]) ) * ( sorted_fracs[j+1] / sorted_fracs[j] ) )
print(sorted_fracs)
print(alpha)
plt.rc('font', family='monospace')
ax = plt.subplot(111)
for j in reversed(range(n)):
char = chr(int( sorted_strings[j][0:8] ,2)) # get string of the leftmost 8 bits and convert to an ASCII character
char += chr(int( sorted_strings[j][8:16] ,2)) # do the same for string of rightmost 8 bits, and add it to the previous character
plt.annotate( char, (0.5,0.5), va="center", ha="center", color = (0,0,0, alpha[j] ), size = 300)
plt.axis('off')
plt.show()
'''
[[{'11001': 1.0}, {'10001': 0.138671875, '11001': 0.861328125}, {'10001': 0.11328125, '10011': 0.0322265625, '11001': 0.724609375, '11011': 0.1298828125}, {'10001': 0.2138671875, '10011': 0.0263671875, '11101': 0.6669921875, '11111': 0.0927734375}, {'10001': 0.1220703125, '10011': 0.11328125, '11101': 0.3779296875, '11111': 0.38671875}, {'10001': 0.0361328125, '10011': 0.2080078125, '11101': 0.10546875, '11111': 0.650390625}, {'01001': 0.0078125, '01011': 0.0302734375, '01101': 0.0849609375, '01111': 0.5263671875, '10001': 0.03125, '10011': 0.2001953125, '10101': 0.015625, '10111': 0.103515625}, {'00001': 0.0068359375, '00011': 0.0244140625, '00101': 0.001953125, '00111': 0.0166015625, '01001': 0.005859375, '01011': 0.021484375, '01101': 0.0771484375, '01111': 0.470703125, '10001': 0.0322265625, '10011': 0.1572265625, '10101': 0.013671875, '10111': 0.0771484375, '11011': 0.005859375, '11101': 0.0107421875, '11111': 0.078125}, {'00010': 0.0361328125, '00110': 0.0078125, '01010': 0.0322265625, '01110': 0.544921875, '10010': 0.1650390625, '10110': 0.1083984375, '11010': 0.005859375, '11110': 0.099609375}, {'00010': 0.05859375, '00110': 0.0205078125, '01010': 0.541015625, '01110': 0.0068359375, '10010': 0.142578125, '10110': 0.1513671875, '11010': 0.0205078125, '11110': 0.05859375}, {'00010': 0.05859375, '00110': 0.005859375, '01010': 0.494140625, '01110': 0.056640625, '10010': 0.0791015625, '10110': 0.20703125, '11010': 0.056640625, '11110': 0.0419921875}, {'00010': 0.0390625, '00110': 0.0107421875, '01010': 0.515625, '01110': 0.0654296875, '10010': 0.1220703125, '10110': 0.2265625, '11010': 0.0126953125, '11110': 0.0078125}, {'00000': 0.0087890625, '00010': 0.03515625, '00100': 0.001953125, '00110': 0.01171875, '01000': 0.0751953125, '01010': 0.4541015625, '01100': 0.009765625, '01110': 0.04296875, '10000': 0.005859375, '10010': 0.0908203125, '10100': 0.0361328125, '10110': 0.2099609375, '11000': 0.0009765625, '11010': 0.0107421875, '11110': 0.005859375}, {'00000': 0.001953125, '00010': 0.015625, '00100': 0.0048828125, '00110': 0.0322265625, '01000': 0.0029296875, '01010': 0.033203125, '01100': 0.0703125, '01110': 0.4697265625, '10000': 0.015625, '10010': 0.103515625, '10100': 0.0283203125, '10110': 0.1396484375, '11000': 0.0107421875, '11010': 0.0654296875, '11100': 0.0009765625, '11110': 0.0048828125}, {'00000': 0.0068359375, '00010': 0.03125, '00101': 0.001953125, '00111': 0.0283203125, '01000': 0.01171875, '01010': 0.0810546875, '01101': 0.0595703125, '01111': 0.4189453125, '10000': 0.015625, '10010': 0.1787109375, '10101': 0.0107421875, '10111': 0.0673828125, '11000': 0.009765625, '11010': 0.0498046875, '11101': 0.0048828125, '11111': 0.0234375}, {'00000': 0.0029296875, '00010': 0.0234375, '00011': 0.0029296875, '00101': 0.00390625, '00110': 0.0029296875, '00111': 0.0234375, '01000': 0.01171875, '01001': 0.001953125, '01010': 0.076171875, '01011': 0.0078125, '01100': 0.005859375, '01101': 0.068359375, '01110': 0.052734375, '01111': 0.330078125, '10000': 0.03125, '10001': 0.0087890625, '10010': 0.162109375, '10011': 0.02734375, '10101': 0.013671875, '10110': 0.0068359375, '10111': 0.052734375, '11000': 0.00390625, '11001': 0.0009765625, '11010': 0.041015625, '11011': 0.0048828125, '11101': 0.0068359375, '11110': 0.0048828125, '11111': 0.0205078125}, {'00000': 0.0087890625, '00001': 0.0009765625, '00010': 0.0390625, '00011': 0.005859375, '00100': 0.001953125, '00101': 0.0185546875, '00110': 0.01171875, '00111': 0.08203125, '01000': 0.0087890625, '01001': 0.0009765625, '01010': 0.0634765625, '01011': 0.009765625, '01100': 0.0087890625, '01101': 0.04296875, '01110': 0.0419921875, '01111': 0.2900390625, '10000': 0.0087890625, '10001': 0.00390625, '10010': 0.07421875, '10011': 0.013671875, '10100': 0.0009765625, '10101': 0.01171875, '10110': 0.0107421875, '10111': 0.07421875, '11000': 0.0185546875, '11001': 0.001953125, '11010': 0.1171875, '11011': 0.0224609375, '11111': 0.005859375}, {'00000': 0.0009765625, '00010': 0.0029296875, '00100': 0.001953125, '00101': 0.0107421875, '00110': 0.0048828125, '00111': 0.0390625, '01000': 0.0107421875, '01001': 0.0029296875, '01010': 0.0927734375, '01011': 0.0166015625, '01100': 0.0107421875, '01101': 0.0419921875, '01110': 0.0439453125, '01111': 0.2177734375, '10000': 0.0146484375, '10001': 0.0009765625, '10010': 0.1279296875, '10011': 0.013671875, '10100': 0.0029296875, '10101': 0.017578125, '10110': 0.0234375, '10111': 0.099609375, '11000': 0.0146484375, '11001': 0.0029296875, '11010': 0.083984375, '11011': 0.0205078125, '11100': 0.0009765625, '11101': 0.009765625, '11110': 0.0087890625, '11111': 0.0595703125}, {'00000': 0.0009765625, '00010': 0.00390625, '00100': 0.00390625, '00101': 0.005859375, '00110': 0.0146484375, '00111': 0.0361328125, '01000': 0.009765625, '01001': 0.005859375, '01010': 0.0771484375, '01011': 0.0302734375, '01100': 0.0029296875, '01101': 0.029296875, '01110': 0.0517578125, '01111': 0.193359375, '10000': 0.025390625, '10001': 0.0048828125, '10010': 0.1083984375, '10011': 0.0361328125, '10100': 0.0068359375, '10101': 0.025390625, '10110': 0.0400390625, '10111': 0.091796875, '11000': 0.0087890625, '11001': 0.00390625, '11010': 0.080078125, '11011': 0.029296875, '11101': 0.005859375, '11110': 0.017578125, '11111': 0.0498046875}, {'00000': 0.0029296875, '00001': 0.0009765625, '00010': 0.009765625, '00011': 0.0107421875, '00100': 0.0029296875, '00101': 0.0126953125, '00110': 0.0185546875, '00111': 0.080078125, '01000': 0.005859375, '01001': 0.0009765625, '01010': 0.0673828125, '01011': 0.0185546875, '01100': 0.0009765625, '01101': 0.00390625, '01110': 0.0107421875, '01111': 0.013671875, '10000': 0.017578125, '10001': 0.0087890625, '10010': 0.12109375, '10011': 0.0390625, '10100': 0.005859375, '10101': 0.0205078125, '10110': 0.0419921875, '10111': 0.1240234375, '11000': 0.0068359375, '11001': 0.0009765625, '11010': 0.072265625, '11011': 0.025390625, '11100': 0.009765625, '11101': 0.0302734375, '11110': 0.041015625, '11111': 0.173828125}, {'00000': 0.0009765625, '00001': 0.0068359375, '00010': 0.0078125, '00011': 0.0302734375, '00100': 0.0126953125, '00101': 0.0029296875, '00110': 0.048828125, '00111': 0.0263671875, '01000': 0.01171875, '01010': 0.0595703125, '01011': 0.0087890625, '01100': 0.0068359375, '01110': 0.0283203125, '01111': 0.001953125, '10000': 0.0078125, '10001': 0.017578125, '10010': 0.0771484375, '10011': 0.0966796875, '10100': 0.009765625, '10101': 0.01953125, '10110': 0.064453125, '10111': 0.0810546875, '11000': 0.005859375, '11001': 0.0224609375, '11010': 0.0205078125, '11011': 0.0927734375, '11100': 0.015625, '11101': 0.0146484375, '11110': 0.095703125, '11111': 0.1044921875}, {'00000': 0.0009765625, '00001': 0.001953125, '00010': 0.0166015625, '00011': 0.0068359375, '00100': 0.005859375, '00101': 0.009765625, '00110': 0.04296875, '00111': 0.05859375, '01000': 0.00390625, '01001': 0.001953125, '01010': 0.0341796875, '01011': 0.00390625, '01100': 0.009765625, '01101': 0.0009765625, '01110': 0.060546875, '10000': 0.025390625, '10001': 0.0068359375, '10010': 0.1123046875, '10011': 0.04296875, '10100': 0.0078125, '10101': 0.0302734375, '10110': 0.0390625, '10111': 0.1220703125, '11000': 0.0078125, '11001': 0.0048828125, '11010': 0.060546875, '11011': 0.0390625, '11100': 0.009765625, '11101': 0.03125, '11110': 0.060546875, '11111': 0.140625}, {'00000': 0.00390625, '00001': 0.001953125, '00010': 0.015625, '00011': 0.0146484375, '00100': 0.0078125, '00101': 0.009765625, '00110': 0.0546875, '00111': 0.0595703125, '01000': 0.0146484375, '01010': 0.0595703125, '01011': 0.015625, '01100': 0.00390625, '01101': 0.001953125, '01110': 0.0263671875, '01111': 0.025390625, '10000': 0.00390625, '10001': 0.015625, '10010': 0.017578125, '10011': 0.1240234375, '10100': 0.029296875, '10101': 0.0087890625, '10110': 0.12109375, '10111': 0.0478515625, '11000': 0.0166015625, '11001': 0.029296875, '11010': 0.0869140625, '11011': 0.1240234375, '11100': 0.0029296875, 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0.0009765625, '11000': 0.0576171875, '11001': 0.2763671875, '11010': 0.0078125, '11011': 0.0830078125, '11100': 0.1279296875, '11101': 0.03125, '11110': 0.0478515625, '11111': 0.0087890625}, {'00100': 0.0830078125, '00101': 0.0078125, '00110': 0.025390625, '01000': 0.076171875, '01001': 0.009765625, '01010': 0.0205078125, '01011': 0.00390625, '10000': 0.03125, '10001': 0.1494140625, '10010': 0.013671875, '10011': 0.0517578125, '10100': 0.0830078125, '10101': 0.0126953125, '10110': 0.0302734375, '10111': 0.00390625, '11000': 0.095703125, '11001': 0.0185546875, '11010': 0.0234375, '11011': 0.0048828125, '11100': 0.029296875, '11101': 0.1572265625, '11110': 0.009765625, '11111': 0.05859375}, {'00000': 0.0029296875, '00001': 0.021484375, '00011': 0.0068359375, '00100': 0.0966796875, '00101': 0.013671875, '00110': 0.02734375, '01000': 0.05859375, '01001': 0.009765625, '01010': 0.0302734375, '01011': 0.00390625, '01100': 0.0068359375, '01101': 0.0244140625, '01110': 0.001953125, '01111': 0.0107421875, '10000': 0.017578125, '10001': 0.1298828125, '10010': 0.005859375, '10011': 0.0478515625, '10100': 0.1025390625, '10101': 0.015625, '10110': 0.0263671875, '10111': 0.0029296875, '11000': 0.0810546875, '11001': 0.015625, '11010': 0.0263671875, '11011': 0.0068359375, '11100': 0.021484375, '11101': 0.1318359375, '11110': 0.0078125, '11111': 0.044921875}, {'00000': 0.0029296875, '00001': 0.0146484375, '00010': 0.005859375, '00011': 0.01953125, '00100': 0.0517578125, '00101': 0.0107421875, '00110': 0.0673828125, '00111': 0.013671875, '01000': 0.0439453125, '01001': 0.0087890625, '01010': 0.060546875, '01011': 0.0078125, '01100': 0.0029296875, '01101': 0.0185546875, '01110': 0.00390625, '01111': 0.0166015625, '10000': 0.009765625, '10001': 0.0654296875, '10010': 0.01171875, '10011': 0.09765625, '10100': 0.0439453125, '10101': 0.0048828125, '10110': 0.0771484375, '10111': 0.009765625, '11000': 0.0361328125, '11001': 0.005859375, '11010': 0.072265625, '11011': 0.0087890625, 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0.05859375, '01001': 0.0048828125, '01010': 0.0810546875, '01011': 0.005859375, '01100': 0.0263671875, '01101': 0.078125, '01110': 0.0380859375, '01111': 0.05078125, '10001': 0.0771484375, '10010': 0.0009765625, '10011': 0.1123046875, '10100': 0.0341796875, '10101': 0.048828125, '10110': 0.0263671875, '10111': 0.03515625, '11000': 0.037109375, '11001': 0.0087890625, '11010': 0.0439453125, '11011': 0.0146484375, '11100': 0.03125, '11101': 0.0068359375, '11110': 0.0234375, '11111': 0.0048828125}, {'00000': 0.005859375, '00001': 0.0029296875, '00010': 0.02734375, '00011': 0.0234375, '00100': 0.048828125, '00101': 0.033203125, '00110': 0.01171875, '00111': 0.00390625, '01000': 0.017578125, '01010': 0.109375, '01011': 0.0107421875, '01100': 0.0712890625, '01101': 0.1015625, '01110': 0.0087890625, '01111': 0.0166015625, '10000': 0.0009765625, '10001': 0.0263671875, '10010': 0.001953125, '10011': 0.1689453125, '10100': 0.056640625, '10101': 0.0673828125, '10110': 0.0048828125, '10111': 0.0126953125, '11000': 0.0185546875, '11001': 0.0048828125, '11010': 0.06640625, '11011': 0.0185546875, '11100': 0.0458984375, '11101': 0.0078125, '11110': 0.00390625, '11111': 0.0009765625}, {'00000': 0.005859375, '00001': 0.0078125, '00010': 0.0283203125, '00011': 0.0703125, '00100': 0.041015625, '00101': 0.0595703125, '00110': 0.0048828125, '00111': 0.009765625, '01000': 0.0224609375, '01010': 0.103515625, '01011': 0.001953125, '01100': 0.052734375, '01101': 0.068359375, '01110': 0.005859375, '01111': 0.013671875, '10001': 0.0205078125, '10010': 0.001953125, '10011': 0.1015625, '10100': 0.0673828125, '10101': 0.0419921875, '10110': 0.0107421875, '10111': 0.005859375, '11000': 0.0146484375, '11001': 0.0048828125, '11010': 0.09765625, '11011': 0.03125, '11100': 0.0625, '11101': 0.029296875, '11110': 0.0087890625, '11111': 0.0048828125}, {'00001': 0.0205078125, '00010': 0.0029296875, '00011': 0.109375, '00100': 0.0400390625, '00101': 0.0654296875, '00110': 0.001953125, '00111': 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'11000': 0.0654296875, '11001': 0.0888671875, '11010': 0.017578125, '11011': 0.0107421875, '11100': 0.0302734375, '11101': 0.0009765625, '11110': 0.1318359375, '11111': 0.001953125}, {'00000': 0.0009765625, '00001': 0.01171875, '00011': 0.185546875, '00100': 0.033203125, '00101': 0.05078125, '00110': 0.0224609375, '00111': 0.03125, '01000': 0.0048828125, '01001': 0.001953125, '01010': 0.0615234375, '01011': 0.0234375, '01100': 0.0048828125, '01101': 0.033203125, '01110': 0.0009765625, '01111': 0.0205078125, '10000': 0.0556640625, '10001': 0.00390625, '10010': 0.0419921875, '10011': 0.00390625, '10100': 0.0029296875, '10110': 0.029296875, '10111': 0.0341796875, '11000': 0.0390625, '11001': 0.0546875, '11010': 0.033203125, '11011': 0.0458984375, '11100': 0.0185546875, '11110': 0.1474609375, '11111': 0.001953125}, {'00000': 0.0068359375, '00001': 0.0166015625, '00010': 0.0087890625, '00011': 0.150390625, '00100': 0.0205078125, '00101': 0.0302734375, '00110': 0.046875, '00111': 0.0654296875, '01000': 0.001953125, '01001': 0.009765625, '01010': 0.0751953125, '01011': 0.0546875, '01100': 0.0029296875, '01101': 0.0224609375, '01110': 0.015625, '01111': 0.0224609375, '10000': 0.0439453125, '10010': 0.03515625, '10011': 0.0361328125, '10100': 0.0107421875, '10101': 0.015625, '10110': 0.0166015625, '10111': 0.01171875, '11000': 0.048828125, '11001': 0.052734375, '11010': 0.029296875, '11011': 0.01953125, '11100': 0.0048828125, '11101': 0.0029296875, '11110': 0.119140625, '11111': 0.001953125}, {'00000': 0.0107421875, '00010': 0.1572265625, '00011': 0.0068359375, '00100': 0.03515625, '00101': 0.064453125, '00110': 0.033203125, '00111': 0.0224609375, '01000': 0.013671875, '01001': 0.0146484375, '01010': 0.0634765625, '01011': 0.0615234375, '01100': 0.0048828125, '01101': 0.0390625, '01110': 0.017578125, '01111': 0.017578125, '10000': 0.05859375, '10001': 0.0068359375, '10010': 0.0224609375, '10011': 0.0224609375, '10100': 0.001953125, '10101': 0.009765625, '10110': 0.013671875, '10111': 0.0234375, '11000': 0.0458984375, '11001': 0.0546875, '11010': 0.0146484375, '11011': 0.0390625, '11100': 0.0068359375, '11101': 0.001953125, '11110': 0.001953125, '11111': 0.11328125}, {'00000': 0.0009765625, '00001': 0.0107421875, '00010': 0.1455078125, '00100': 0.044921875, '00101': 0.0439453125, '00110': 0.0537109375, '00111': 0.0234375, '01000': 0.0107421875, '01001': 0.015625, '01010': 0.0361328125, '01011': 0.0810546875, '01100': 0.0107421875, '01101': 0.03515625, '01110': 0.0283203125, '01111': 0.0068359375, '10000': 0.068359375, '10001': 0.021484375, '10010': 0.0078125, '10011': 0.01953125, '10100': 0.0029296875, '10101': 0.0009765625, '10110': 0.033203125, '10111': 0.0107421875, '11000': 0.052734375, '11001': 0.048828125, '11010': 0.0029296875, '11011': 0.015625, '11101': 0.01171875, '11110': 0.0048828125, '11111': 0.150390625}, {'00000': 0.00390625, '00001': 0.0283203125, '00010': 0.0859375, '00011': 0.00390625, '00100': 0.04296875, '00101': 0.0283203125, '00110': 0.11328125, '00111': 0.0205078125, '01000': 0.0068359375, '01001': 0.021484375, '01010': 0.0234375, '01011': 0.07421875, '01100': 0.017578125, '01101': 0.037109375, '01110': 0.0361328125, '01111': 0.0048828125, '10000': 0.0419921875, '10001': 0.0126953125, '10010': 0.0029296875, '10011': 0.02734375, '10100': 0.015625, '10110': 0.0283203125, '10111': 0.015625, '11000': 0.0400390625, '11001': 0.041015625, '11010': 0.00390625, '11011': 0.033203125, '11100': 0.0166015625, '11101': 0.04296875, '11110': 0.0068359375, '11111': 0.1220703125}, {'00000': 0.0009765625, '00001': 0.0146484375, '00010': 0.0712890625, '00011': 0.0048828125, '00100': 0.0595703125, '00101': 0.021484375, '00110': 0.0751953125, '00111': 0.033203125, '01000': 0.0244140625, '01001': 0.02734375, '01010': 0.02734375, '01011': 0.09375, '01100': 0.0166015625, '01101': 0.0283203125, '01110': 0.04296875, '01111': 0.017578125, '10000': 0.0419921875, '10001': 0.05078125, '10010': 0.03515625, '10011': 0.01953125, '10100': 0.0029296875, '10101': 0.001953125, '10110': 0.0703125, '11000': 0.0263671875, '11001': 0.0302734375, '11010': 0.001953125, '11011': 0.0048828125, '11100': 0.0029296875, '11101': 0.03515625, '11110': 0.0029296875, '11111': 0.11328125}, {'00000': 0.0048828125, '00001': 0.025390625, '00010': 0.0908203125, '00100': 0.0849609375, '00101': 0.0048828125, '00110': 0.0341796875, '00111': 0.05078125, '01000': 0.001953125, '01001': 0.0419921875, '01011': 0.0068359375, '01101': 0.0146484375, '01110': 0.0234375, '01111': 0.115234375, '10000': 0.0654296875, '10001': 0.013671875, '10010': 0.0263671875, '10011': 0.021484375, '10100': 0.00390625, '10101': 0.0068359375, '10110': 0.0693359375, '10111': 0.0146484375, '11000': 0.017578125, '11001': 0.013671875, '11010': 0.005859375, '11011': 0.1083984375, '11100': 0.00390625, '11101': 0.037109375, '11110': 0.083984375, '11111': 0.0078125}, {'00000': 0.03125, '00001': 0.0078125, '00010': 0.046875, '00011': 0.001953125, '00100': 0.078125, '00110': 0.0078125, '00111': 0.04296875, '01000': 0.001953125, '01001': 0.0400390625, '01010': 0.00390625, '01011': 0.001953125, '01101': 0.0166015625, '01110': 0.0576171875, '01111': 0.0693359375, '10000': 0.0107421875, '10001': 0.0166015625, '10010': 0.08203125, '10011': 0.01171875, '10100': 0.0498046875, '10101': 0.0322265625, '10110': 0.0615234375, '10111': 0.0205078125, '11000': 0.0029296875, '11001': 0.046875, '11010': 0.0478515625, '11011': 0.0439453125, '11100': 0.025390625, '11101': 0.0244140625, '11110': 0.0029296875, '11111': 0.1123046875}, {'00000': 0.0224609375, '00001': 0.013671875, '00010': 0.037109375, '00011': 0.005859375, '00100': 0.0673828125, '00101': 0.013671875, '00110': 0.021484375, '00111': 0.0361328125, '01000': 0.0029296875, '01001': 0.0419921875, '01010': 0.0029296875, '01011': 0.005859375, '01100': 0.00390625, '01101': 0.0166015625, '01110': 0.048828125, '01111': 0.0615234375, '10000': 0.00390625, '10001': 0.013671875, '10010': 0.076171875, 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0.0078125, '01110': 0.0830078125, '01111': 0.021484375, '10000': 0.052734375, '10001': 0.056640625, '10010': 0.0380859375, '10011': 0.0029296875, '10100': 0.0029296875, '10110': 0.095703125, '10111': 0.072265625, '11000': 0.0166015625, '11001': 0.0009765625, '11010': 0.025390625, '11011': 0.10546875, '11100': 0.0517578125, '11101': 0.056640625, '11110': 0.046875, '11111': 0.0380859375}]]
# coding: utf-8
from creative import *
def clear_screen():
for _ in range(50):
print("")
def get_percentage(stats,string):
if string not in stats:
percentage = "00.00%"
else:
percentage = str(round(stats[string]*100,2)) + "%"
percentage = " "*(6-len(percentage)) + percentage
return percentage
def get_neighbour(string,n):
neighbour = ''
for m in range(num):
if n!=m:
neighbour += string[m]
else:
neighbour += '0'*(string[m]=='1') + '1'*(string[m]=='0')
return neighbour
def universe_and_neighbours(stats,universe,requested=False):
neighbours = []
for n in range(num):
neighbour = get_neighbour(universe,n)
neighbours.append(neighbour)
circle = []
circle.append("\n Here's a map of the universes you can travel to from here, and what their strengths are.")
circle.append('')
circle.append('\n | | | | ')
circle.append(' |. · ˙ · .| ')
circle.append(' · · ')
circle.append(' · · ')
circle.append(' · '+get_percentage(stats,neighbours[0])+' · ')
circle.append(' · · ')
circle.append('----. · ˙ · . · · . · ˙ · .----')
circle.append(' · · ˙· . ·˙ · · ')
circle.append('-· · | · ·-')
circle.append(' · '+get_percentage(stats,neighbours[4])+' · [1] · '+get_percentage(stats,neighbours[1])+' · ')
circle.append('-· ·\ | /· ·-')
circle.append(' · · [5] . · ˙ · . [2] · · ')
circle.append('----˙· . ·˙ \ · ·/ ˙· . ·˙----')
circle.append(' · Your · ')
circle.append(' · current · ')
circle.append(' · universe · ')
circle.append(' · · ')
circle.append(' / ˙· . ·˙ \ ')
circle.append(' . · ˙ · . [4] [3] . · ˙ · . ')
circle.append(' · · / \· · ')
circle.append(' · · · · ')
circle.append(' · '+get_percentage(stats,neighbours[3])+' · · '+get_percentage(stats,neighbours[2])+' · ')
circle.append(' · · · · ')
circle.append(' · · · · ')
circle.append(' |˙· . ·˙| |˙· . ·˙| ')
circle.append(' | | | | | | | | \n\n')
for line in circle:
print(line)
def calculate_distance(string1,string2):
distance = 0
for b1,b2 in zip (string1,string2):
distance += (b1!=b2)
return distance
def universe_descriptions():
description = {}
description['00000'] = "Your current universe has subspace and warp fields and Jean-Luc Picard."
description['00001'] = "Your current universe is the dream of the Wind Fish."
description['00010'] = "In your current universe, all emergency services are staffed by anthropomorphic dogs."
description['00011'] = "Your current universe is host to an eternal war between butterflies and moths."
description['00100'] = "In your current universe, 'Hello Quantum' was the top mobile game of 2018."
description['00101'] = "In your curent universe, the ever changing nature of the Klingons makes complete sense."
description['00110'] = "Your current universe was messed up by a idiot speedster who keeps messing things up."
description['00111'] = "Your current universe is one where Ganondorf gets forever stuck in the Water Temple."
description['01000'] = "Your current universe has a weird vibe."
description['01001'] = "Your current universe is our universe! It has the best cosmic microwave backround in the multiverse!"
description['01010'] = "Your current universe is the only one where QISKit is not the best way to program quantum computers."
description['01011'] = "Your current universe is the crossover universe for Marvel, DC and the Beano."
description['01100'] = "Your current universe has a faint but noticable smell of cheese."
description['01101'] = "Your current universe is the one where musicals happen."
description['01110'] = "Your current universe defies explantion."
description['01111'] = "Your current universe has the weird kind of physics you often get in sci-fi."
description['10000'] = "Your current universe is the only one where my kids go to bed at a reasonable hour."
description['10001'] = "Your current universe is the one where genocidal plumbers gain royal favour."
description['10010'] = "Your current universe is one that my parents wouldn't let me go to."
description['10011'] = "Your current universe is the ne where the 'Superman's Girl Friend, Lois Lane' comics were set."
description['10100'] = "Your current universe is not on any maps, and seems to be full of dragons."
description['10101'] = "In your current universe, Sega still makes consoles."
description['10110'] = "Your current universe is cooler that you'll ever be."
description['10111'] = "Your current universe is in need of a proper tidy."
description['11000'] = "In your current universe, the Golden Gate Bridge is a nice shade of azure."
description['11001'] = "Your current universe is one where Hylians evolve into fluffy pink rabbits."
description['11010'] = "Your current universe is where giant reptiles prefer karting to kidnapping."
description['11011'] = "Your current universe has Luigi as player one. It is better in every way."
description['11100'] = "Your current universe is just a spare. It's where all the other universes keep their clutter."
description['11101'] = "In your current universe, Monty Python's flying circus doesn't seem at all absurd."
description['11110'] = "Your current universe is one where you didn't say that stupid thing."
description['11111'] = "Your current universe has advanced technology and space wizards, but everyone still fights with swords for some reason."
return description
def get_distant (string):
distance = 0
while distance <3:
distant_pos = ''
for n in range(num):
distant_pos += random.choice(['0','1'])
distance = calculate_distance(distant_pos,string)
return distant_pos
def intro():
clear_screen()
print(" ▄█ █▄ ███ █▄ ███▄▄▄▄ ███ ███ ▄█ █▄ ▄████████ ")
print(" ███ ███ ███ ███ ███▀▀▀██▄ ▀█████████▄ ▀█████████▄ ███ ███ ███ ███ ")
print(" ███ ███ ███ ███ ███ ███ ▀███▀▀██ ▀███▀▀██ ███ ███ ███ █▀ ")
print(" ▄███▄▄▄▄███▄▄ ███ ███ ███ ███ ███ ▀ ███ ▀ ▄███▄▄▄▄███▄▄ ▄███▄▄▄ ")
print(" ▀▀███▀▀▀▀███▀ ███ ███ ███ ███ ███ ███ ▀▀███▀▀▀▀███▀ ▀▀███▀▀▀ ")
print(" ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ █▄ ")
print(" ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ")
print(" ███ █▀ ████████▀ ▀█ █▀ ▄████▀ ▄████▀ ███ █▀ ██████████ ")
print(" ")
print(" ████████▄ ███ █▄ ▄████████ ███▄▄▄▄ ███ ▄███████▄ ███ █▄ ▄████████ ")
print(" ███ ███ ███ ███ ███ ███ ███▀▀▀██▄ ▀█████████▄ ███ ███ ███ ███ ███ ███ ")
print(" ███ ███ ███ ███ ███ ███ ███ ███ ▀███▀▀██ ███ ███ ███ ███ ███ █▀ ")
print(" ███ ███ ███ ███ ███ ███ ███ ███ ███ ▀ ███ ███ ███ ███ ███ ")
print(" ███ ███ ███ ███ ▀███████████ ███ ███ ███ ▀█████████▀ ███ ███ ▀███████████ ")
print(" ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ")
print(" ███ ▀ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ███ ▄█ ███ ")
print(" ▀██████▀▄█ ████████▀ ███ █▀ ▀█ █▀ ▄████▀ ▄████▀ ████████▀ ▄████████▀ ")
print(" ")
print(" ")
print(" AKA 'Running out of Hilbert space'")
print(" The 1st Ludum Dare game to run on a quantum computer")
print(" ")
print(" By James Wootton, University of Basler and QISKitter")
print(" twitter.com/decodoku github.com/quantumjim")
print(" ")
print(" ")
input("Press any key to continue...\n")
input("In the beginning, a quantum computer created the multiverse...")
input("It was called the 'Quantum Production of Universes System', or 'Quantpus'...")
input("Though it has lain dormant for eons, it has suddenly started to malfunction...")
input("It is running the universe creation program backwards, causing the multiverse to collapse...")
input("Your job is to find and fix it, before it is too late...")
input("Use portals to move between universes, but be careful...")
input("Each time you move, the multiverse collapses a little more...")
input("If you enter a universe with a strength of less than 0.5%, you will cease to exist...")
input("And beware of malfunctioning portals, will also lead to your annihilation...")
input("But if you find the universe where the quantpus is hidden, everything will be fine...")
input("The quantpus' universe will typically have a high strength, and will get stronger as everything collapses into it...")
input("That's the only clue we have as to where it is, so good luck!...")
def play_game():
description = universe_descriptions()
intro()
# initialize the walk
w = walker(length,5,samples=samples,method='load')
full_stats = w.stats
sample = random.choice(range(len( full_stats )))
starts = w.starts
target = starts[sample]
# generate an initial starting pos
pos = get_distant(target)
steps = length
immunity = 3
sample = random.choice(range(len( full_stats )))
direction = 0
while pos!=target and steps>=0:
steps -= 1
immunity -= 1
stats = full_stats[sample][steps]
clear_screen()
print("\n-----------> You have " + str(steps+1) + " moves until the multiverse is destroyed!")
print("\n " + description[pos])
universe_and_neighbours(stats,pos)
print("\nThe highest strength universes can be reached by the following routes (portals can be used in any order)\n")
sorted_strings = sorted(stats,key=stats.get)[::-1]
for j in range(min(len(sorted_strings),3)):
portals = ""
for n in range(num):
if sorted_strings[j][n]!=pos[n]:
portals += str(n+1) + "--"
if sorted_strings[j]!=pos:
print(" * The route --" + portals + " leads to a universe with strength " + get_percentage(stats,sorted_strings[j]) )
dodgy_portal = 0
if random.random()<0.25:
dodgy_portal = random.choice( range(1,num+1) )
if dodgy_portal==direction:
dodgy_portal = 0
unmoved = True
while unmoved:
if dodgy_portal!=0:
print("\n\n-----> WARNING: Scans suggest that a nearby portal is malfunctioning (not the one you just used).")
direction = input("\nInput the number for the portal you want to use (1, 2, 3, 4 or 5)...\n")
print("")
if direction==dodgy_portal:
steps= - 1
print('hi')
try:
pos = get_neighbour(pos,int(direction)-1)
unmoved = False
except Exception as e:
print(e)
print("That's not a valid direction. Try again")
if pos in stats:
if stats[pos]<0.005:
if immunity <=0:
steps = -1
else:
steps = -1
if pos==target:
print('-----------> You found it! You saved the multiverse! :)\n\n\n')
elif steps==-1:
print('-----------> You ceased to exist :(\n\n\n')
else:
print('-----------> The multiverse has been destroyed :(\n\n\n')
length = 30
samples = 10
device = 'ibmqx4'
num = 5
while True:
play_game()
input("Press any key to play again...")
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