In [1]:

    

import sdm as sdmlib
import matplotlib.pyplot as plt
import numpy as np
from IPython.display import clear_output
%matplotlib inline


    

In [3]:

    

bits = 1000
sample = 1000000
scanner_type = sdmlib.SDM_SCANNER_THREAD


    

In [5]:

    

v = []
for _ in xrange(sample):
    v.append(sdmlib.Bitstring.init_random(bits))


    

In [6]:

    

len(v)


    

    
Out[6]:





1000000

In [8]:

    

ref = v[0]


    

In [13]:

    

d = []
for bs in v:
    dist = ref.distance_to(bs)
    if dist > 0:
        d.append(dist)


    

In [14]:

    

d.sort()


    

In [17]:

    

d[:25], d[-25:]


    

    
Out[17]:





([422,
  423,
  425,
  429,
  430,
  430,
  432,
  432,
  432,
  432,
  433,
  433,
  433,
  433,
  433,
  434,
  434,
  435,
  435,
  435,
  435,
  435,
  436,
  436,
  436],
 [563,
  563,
  563,
  563,
  563,
  564,
  564,
  564,
  565,
  565,
  565,
  566,
  566,
  566,
  568,
  568,
  568,
  569,
  570,
  570,
  571,
  572,
  573,
  577,
  577])

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