how to read files in python

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showing results for - "how to read files in python"
Elliot
13 Feb 2020
1with open("file.txt") as file_in:
2    lines = []
3    for line in file_in:
4        lines.append(line)
Antonia
22 Feb 2018
1with open("file.txt", "r") as txt_file:
2  return txt_file.readlines()
Mats
13 Jan 2018
1# Basic syntax:
2with open('/path/to/filename.extension', 'open_mode') as filename:
3  file_data = filename.readlines()	# Or filename.read() 
4# Where:
5#	- open imports the file as a file object which then needs to be read
6#		with one of the read options
7#	- readlines() imports each line of the file as an element in a list
8#	- read() imports the file contents as one long new-line-separated 
9#		string
10#	- open_mode can be one of:
11#		- "r" = Read which opens a file for reading (error if the file 
12#			doesn't exist)
13#		- "a" = Append which opens a file for appending (creates the 
14#			file if it doesn't exist)
15#		- "w" = Write which opens a file for writing (creates the file 
16#			if it doesn't exist)
17#		- "x" = Create which creates the specified file (returns an error
18#			if the file exists)
19# Note, "with open() as" is recommended because the file is closed 
20#	automatically so you don't have to remember to use file.close()
21
22# Basic syntax for a delimited file with multiple fields:
23import csv
24with open('/path/to/filename.extension', 'open_mode') as filename:
25	file_data = csv.reader(filename, delimiter='delimiter')
26    data_as_list = list(file_data)
27# Where:
28#	- csv.reader can be used for files that use any delimiter, not just
29#		commas, e.g.: '\t', '|', ';', etc. (It's a bit of a misnomer)
30#	- csv.reader() returns a csv.reader object which can be iterated 
31#		over, directly converted to a list, and etc. 
32
33# Importing data using Numpy:
34import numpy as np
35data = np.loadtxt('/path/to/filename.extension',
36				delimiter=',', 	# String used to separate values
37				skiprows=2, 	# Number of rows to skip
38				usecols=[0,2], 	# Specify which columns to read
39				dtype=str) 		# The type of the resulting array
40
41# Importing data using Pandas:
42import pandas as pd
43data = pd.read_csv('/path/to/filename.extension',
44				nrows=5, 		# Number of rows of file to read
45				header=None, 	# Row number to use as column names 
46	            sep='\t', 		# Delimiter to use 
47	            comment='#', 	# Character to split comments
48				na_values=[""])	# String to recognize as NA/NaN
49
50# Note, pandas can also import excel files with pd.read_excel()
Christopher
06 Apr 2018
1with open("file.txt", "w") as file:
2  for line in ["hello", "world"]:
3    file.write(line)
Ilona
13 Mar 2020
1#Read files with loop
2#Replace (File path) with your text file's path
3file = open("(File path)", "r")
4
5text = ""
6
7for line in file:
8  text = "%s\n%s"%(text, line)
9  
10print(text)
Caroline
10 Jun 2019
1f = open("demofile.txt", "r")
2print(f.read()) 
3f.close()
4
5#OR
6
7with open("demofile.txt","r") as file:
8  print(file.read())
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