How Do You Read a File into a List in Python? [Duplicate]
I Want to Prompt a User for a Number of Random Numbers to Be Generated and Saved to a File. He Gave Us That Part. the Part We Have to Do Is to Open That File...
I want to prompt a user for a number of random numbers to be generated and saved to a file. He gave us that part. The part we have to do is to open that file, convert the numbers into a list, then find the mean, standard deviation, etc. without using the easy built-in Python tools.
I've tried using open but it gives me invalid syntax (the file name I chose was "numbers" and it saved into "My Documents" automatically, so I tried open(numbers, 'r') and open(C:\name\MyDocuments\numbers, 'r') and neither one worked).
8 Answers
with open('C:/path/numbers.txt') as f:
lines = f.read().splitlines()
this will give you a list of values (strings) you had in your file, with newlines stripped.
also, watch your backslashes in windows path names, as those are also escape chars in strings. You can use forward slashes or double backslashes instead.
Two ways to read file into list in python (note these are not either or) -
- use of
with- supported from python 2.5 and above - use of list comprehensions
1. use of with
This is the pythonic way of opening and reading files.
#Sample 1 - elucidating each step but not memory efficient
lines = []
with open("C:\name\MyDocuments\numbers") as file:
for line in file:
line = line.strip() #or some other preprocessing
lines.append(line) #storing everything in memory!
#Sample 2 - a more pythonic and idiomatic way but still not memory efficient
with open("C:\name\MyDocuments\numbers") as file:
lines = [line.strip() for line in file]
#Sample 3 - a more pythonic way with efficient memory usage. Proper usage of with and file iterators.
with open("C:\name\MyDocuments\numbers") as file:
for line in file:
line = line.strip() #preprocess line
doSomethingWithThisLine(line) #take action on line instead of storing in a list. more memory efficient at the cost of execution speed.
the .strip() is used for each line of the file to remove \n newline character that each line might have. When the with ends, the file will be closed automatically for you. This is true even if an exception is raised inside of it.