mirror of
https://github.com/darkrenaissance/darkfi.git
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46 lines
1.9 KiB
Python
46 lines
1.9 KiB
Python
import os
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import numpy
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from core.strategy import *
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from core.lottery import *
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import matplotlib.pyplot as plt
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import scipy.stats as stats
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import math
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from draw import draw
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os.system("rm log/*_feedback.hist; rm log/*_output.hist")
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RUNNING_TIME = int(input("running time:"))
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NODES=1000
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if __name__ == "__main__":
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darkies = [Darkie(0, strategy=LinearStrategy(EPOCH_LENGTH)) for _ in range(NODES)]
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#dt = DarkfiTable(0, RUNNING_TIME, CONTROLLER_TYPE_DISCRETE, kp=-0.010399999999938556, ki=-0.0365999996461878, kd=0.03840000000000491, r_kp=-2.53, r_ki=29.5, r_kd=53.77)
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dt = DarkfiTable(0, RUNNING_TIME, CONTROLLER_TYPE_DISCRETE, kp=-0.010399999999938556, ki=-0.0365999996461878, kd=0.03840000000000491, r_kp=-0.719, r_ki=1.6, r_kd=0.1)
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for darkie in darkies:
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dt.add_darkie(darkie)
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acc, avg_apy, avg_reward, stake_ratio, avg_apr = dt.background(rand_running_time=False)
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sum_zero_stake = sum([darkie.stake for darkie in darkies[NODES:]])
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print('acc: {}, avg(apr): {}, avg(reward): {}, stake_ratio: {}'.format(acc, avg_apr, avg_reward, stake_ratio))
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print('total stake of 0mint: {}, ratio: {}'.format(sum_zero_stake, sum_zero_stake/ERC20DRK))
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dt.write()
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aprs = []
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fortuners = 0.0
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for darkie in darkies:
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aprs += [float(darkie.apr_scaled_to_runningtime())]
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if darkie.initial_stake[-1] - darkie.initial_stake[0] > 0:
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fortuners+=1
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print('fortuners: {}'.format(str(fortuners/len(darkies))))
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# distribution of aprs
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aprs = sorted(aprs)
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mu = float(sum(aprs)/len(aprs))
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shifted_aprs = [apr - mu for apr in aprs]
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plt.plot([apr*100 for apr in aprs])
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plt.title('annual percentage return, avg: {:}'.format(mu*100))
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plt.savefig('img/apr_distribution.png')
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plt.show()
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variance = sum(shifted_aprs)/(len(aprs)-1)
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print('mu: {}, variance: {}'.format(str(mu), str(variance)))
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draw()
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