Python: When should I ever use file.read() or file.readlines()?
I noticed that if I iterate over a file that I opened, it is much faster to iterate over it without "read"-ing it.
ie
l = open('file','r')
for line in l:
pass (or code)
is much faster than
l = open('file','r')
for line in l.read() / l.readlines():
pass (or code)
The 2nd loop will take around 1.5x as much time (I used timeit over the exact same file, and the results were 0.442 vs. 0.660), and would give the same result.
So - when should I ever use the .read() or .readlines()?
Since I always need to iterate over the file I'm reading, and after learning the hard way how painfully slow the .read() can be on large data - I can't seem to imagine ever using it again.
The short answer to your question is that each of these three methods of reading bits of a file have different use cases. As noted above, f.read() reads the file as an individual string, and so allows relatively easy file-wide manipulations, such as a file-wide regex search or substitution.
f.readline() reads a single line of the file, allowing the user to parse a single line without necessarily reading the entire file. Using f.readline() can also allows easier application of logic in reading the file than a complete line by line iteration, such as when a file changes format partway through.
Using the syntax for line in f: allows the user to iterate over the file line by line as noted in the question.
(As noted in the other answer, this documentation is a very good read):
https://docs.python.org/2/tutorial/inputoutput.html#methods-of-file-objects
EDIT: It was previously claimed that readline() could be used to skip a line during a for loop iteration. However, this doesn't work in python 2.7, and is perhaps a questionable practice, so this claim has been removed.
EDIT: Added an example of a use case of f.readline() and f.read()
Hope this helps!
https://docs.python.org/2/tutorial/inputoutput.html#methods-of-file-objects
When size is omitted or negative, the entire contents of the file will be read and returned; it's your problem if the file is twice as large as your machine's memory
Sorry for all the edits!
For reading lines from a file, you can loop over the file object. This is memory efficient, fast, and leads to simple code:
for line in f:
print line,
This is the first line of the file.
Second line of the file
Eesssketit
That was a brilliant answer. / Something good to know is that wheneever you use the readline() function it reads a line..... and then it won't be able to read it again. You can return to the position by using the seek() function. to go back to the zero position simply type in f.seek(0) .
Similiarly, the function f.tell() will let you know at which position you are.
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