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pythonnumpygenfromtxt
Ashwin Parambath
Ashwin Parambath

Reputation: 23

Python numpy.genfromtxt

Does anyone know, how I could skip the parenthesis from a text file I trying to read using numpy.genfromtxt My data file is of the format 

1.466 ((5.68 3.3 45.7)(4.5 6.7 9.5))

Upvotes: 0

Views: 377

Answers (1)

unutbu
unutbu

Reputation: 879083

np.genfromtxt can accept iterators:

import numpy as np
import re

with open('data', 'r') as f:
    lines = (line.replace('(',' ').replace(')',' ') for line in f)
    arr = np.genfromtxt(lines)
print(arr)

yields

[  1.466   5.68    3.3    45.7     4.5     6.7     9.5  ]

Alternatively, you could use (in Python2) the str.translate or (in Python3) the bytes.translate method, which is a bit faster:

import numpy as np
import re

try:
    # Python2
    import string
    table = string.maketrans('()','  ')
except AttributeError:
    # Python3
    table = bytes.maketrans(b'()',b'  ')

with open('data', 'rb') as f:
    lines = (line.translate(table) for line in f)
    arr = np.genfromtxt(lines)
print(arr)

Upvotes: 1

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