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Python N-Gram for characters in string
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""" | |
n-gram of a string by characters (not by words) | |
takes all args as input unless the first two args are numbers which are in | |
order, then it assume these are min and max length. Default min max is 2 - 60 | |
""" | |
def ngram(inp='', mn=2, mx=60): | |
""" | |
Returns a list of all segments of input inp that range | |
in length from mn to mx characters. | |
List comprehension version of the below code runs faster than it: | |
def ngram(inp='', mn=2, mx=60): | |
out = [] | |
for i in range(0, len(inp) + 1 - mn): | |
for j in range(i + mn, min(i + mx + 1, len(inp) + 1)): | |
out.append(inp[i:j]) | |
return out | |
""" | |
return [ | |
inp[i:j] | |
for i in range(0, len(inp) + 1 - mn) | |
for j in range(i + mn, min(i + mx + 1, len(inp) + 1)) | |
] | |
def main(): | |
from sys import argv | |
mn = 2 | |
mx = 60 | |
if len(argv) < 2: | |
return | |
if len(argv) > 3: | |
try: | |
pmn = int(argv[1]) | |
pmx = int(argv[2]) | |
if pmn < pmx: | |
mn = pmn | |
mx = pmx | |
argv.pop(0) | |
argv.pop(0) | |
except ValueError: | |
pass | |
res = ngram(inp=" ".join(argv[1:]), mn=mn, mx=mx) | |
print(res) | |
print('{} values.'.format(len(res))) | |
print('{} unique values.'.format(len({k: 1 for k in res}.keys()))) | |
if __name__ == '__main__': | |
main() |
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$ python2 ~/ngram.py cs_sales | |
['cs', 'cs_', 'cs_s', 'cs_sa', 'cs_sal', 'cs_sale', 'cs_sales', 's_', 's_s', 's_sa', 's_sal', 's_sale', 's_sales', '_s', '_sa', '_sal', '_sale', '_sales', 'sa', 'sal', 'sale', 'sales', 'al', 'ale', 'ales', 'le', 'les', 'es'] | |
28 values. | |
28 unique values. | |
$ python3 ~/ngram.py 1 5 This is just a sentence. | |
['T', 'Th', 'Thi', 'This', 'This ', 'h', 'hi', 'his', 'his ', 'his i', 'i', 'is', 'is ', 'is i', 'is is', 's', 's ', 's i', 's is', 's is ', ' ', ' i', ' is', ' is ', ' is j', 'i', 'is', 'is ', 'is j', 'is ju', 's', 's ', 's j', 's ju', 's jus', ' ', ' j', ' ju', ' jus', ' just', 'j', 'ju', 'jus', 'just', 'just ', 'u', 'us', 'ust', 'ust ', 'ust a', 's', 'st', 'st ', 'st a', 'st a ', 't', 't ', 't a', 't a ', 't a s', ' ', ' a', ' a ', ' a s', ' a se', 'a', 'a ', 'a s', 'a se', 'a sen', ' ', ' s', ' se', ' sen', ' sent', 's', 'se', 'sen', 'sent', 'sente', 'e', 'en', 'ent', 'ente', 'enten', 'n', 'nt', 'nte', 'nten', 'ntenc', 't', 'te', 'ten', 'tenc', 'tence', 'e', 'en', 'enc', 'ence', 'ence.', 'n', 'nc', 'nce', 'nce.', 'c', 'ce', 'ce.', 'e', 'e.', '.'] | |
110 values. | |
95 unique values. |
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