How to read specific lines from a File in Python?
Last Updated : 21 Mar, 2024
Text files are composed of plain text content. Text files are also known as flat files or plain files. Python provides easy support to read and access the content within the file. Text files are first opened and then the content is accessed from it in the order of lines. By default, the line numbers begin with the 0th index. There are various ways to read specific lines from a text file in python, this article is aimed at discussing them.
Method 1: fileobject.readlines()
A file object can be created in Python and then readlines() method can be invoked on this object to read lines into a stream. This method is preferred when a single line or a range of lines from a file needs to be accessed simultaneously. It can be easily used to print lines from any random starting index to some ending index. It initially reads the entire content of the file and keep a copy of it in memory. The lines at the specified indices are then accessed.
Example:
Python3 # open the sample file used file = open('test.txt') # read the content of the file opened content = file.readlines() # read 10th line from the file print("tenth line") print(content[9]) # print first 3 lines of file print("first three lines") print(content[0:3]) Output
tenth line
This is line 10.
first three lines
This is line 1.This is line 2.This is line 3.
Method 2: linecache package
The linecache package can be imported in Python and then be used to extract and access specific lines in Python. The package can be used to read multiple lines simultaneously. It makes use of cache storage to perform optimization internally. This package opens the file on its own and gets to the particular line. This package has getline() method which is used for the same.
Syntax:
getLine(txt-file, line_number)
Example:
Python3 # importing required package import linecache # extracting the 5th line particular_line = linecache.getline('test.txt', 4) # print the particular line print(particular_line) Output :
This is line 5.
Method 3: enumerate()
The enumerate() method is used to convert a string or a list object to a sequence of data indexed by numbers. It is then used in the listing of the data in combination with for loop. Lines at particular indexes can be accessed by specifying the index numbers required in an array.
Example:
Python3 # open a file file = open("test.txt") # lines to print specified_lines = [0, 7, 11] # loop over lines in a file for pos, l_num in enumerate(file): # check if the line number is specified in the lines to read array if pos in specified_lines: # print the required line number print(l_num) Output
This is line 1. This is line 8. This is line 12.
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