The open
function returns a file object.
Basic syntax
open(filename, mode)
The mode parameter is a string that specifies permissions:
’r’
– read
’w’
– write (existing file with same name is erased)
’a’
– append
’r+’
– read and write
read
– read the contents of a file
readline
– read a single line from the file
write
– write to a file
close
– close the file
File objects can be treated as iterators
# copy the contents of one file to another
inFile = open('myfile_in')
outFile = open('myfile_out', 'w')
for line in file:
outFile.write(line)
inFile.close()
outFile.close()
with
KeywordThe with
keyword can be used for a category of objects called context managers.
A context manager has implementations of the __enter__
and __exit__
methods.
The with
statement guarantees that the __exit__
method is called at the end of the block.
The __exit__
method of a file object closes the file.
Example:
with open('myfile.txt', 'w') as f:
f.write('Hello world!')
# the file is guaranteed to be closed here
Python has many modules to handle many file formats commonly used in data science tasks:
Comma separated values (CSV)
Hypertext Markup Language (HTML)
Extensible Markup Language (XML)
JavaScript Object Notation (JSON)
Sqlite database files