Say I have a Python project that is structured as follows:
project
/data
test.csv
/package
__init__.py
module.py
main.py
__init__.py:
from .module import test
module.py:
import csv
with open("..data/test.csv") as f:
test = [line for line in csv.reader(f)]
main.py:
import package
print(package.test)
When I run main.py I get the following error:
C:\Users\Patrick\Desktop\project>python main.py
Traceback (most recent call last):
File "main.py", line 1, in <module>
import package
File "C:\Users\Patrick\Desktop\project\package\__init__.py", line 1, in <module>
from .module import test
File "C:\Users\Patrick\Desktop\project\package\module.py", line 3, in <module>
with open("../data/test.csv") as f:
FileNotFoundError: [Errno 2] No such file or directory: '../data/test.csv'
However, if I run module.py from the package directory, I don’t get any errors. So it seems that the relative path used in open(...) is only relative to where the originating file is being run from (i.e __name__ == "__main__")? I don't want to use absolute paths. What are some ways to deal with this?
Relative paths are relative to current working directory.
If you do not want your path to be relative, it must be absolute.
But there is an often used trick to build an absolute path from current script: use its __file__ special attribute:
from pathlib import Path
path = Path(__file__).parent / "../data/test.csv"
with path.open() as f:
test = list(csv.reader(f))
This requires python 3.4+ (for the pathlib module).
If you still need to support older versions, you can get the same result with:
import csv
import os.path
my_path = os.path.abspath(os.path.dirname(__file__))
path = os.path.join(my_path, "../data/test.csv")
with open(path) as f:
test = list(csv.reader(f))
[2020 edit: python3.4+ should now be the norm, so I moved the pathlib version inspired by jpyams' comment first]
For Python 3.4+:
import csv
from pathlib import Path
base_path = Path(__file__).parent
file_path = (base_path / "../data/test.csv").resolve()
with open(file_path) as f:
test = [line for line in csv.reader(f)]
This worked for me.
with open('data/test.csv') as f:
My Python version is Python 3.5.2 and the solution proposed in the accepted answer didn't work for me. I've still were given an error
FileNotFoundError: [Errno 2] No such file or directory
when I was running my_script.py from the terminal. Although it worked fine when I run it through Run/Debug Configurations from the PyCharm IDE (PyCharm 2018.3.2 (Community Edition)).
Solution:
instead of using:
my_path = os.path.abspath(os.path.dirname(__file__)) + some_rel_dir_path
as suggested in the accepted answer, I used:
my_path = os.path.abspath(os.path.dirname(os.path.abspath(__file__))) + some_rel_dir_path
Explanation:
Changing os.path.dirname(__file__) to os.path.dirname(os.path.abspath(__file__))
solves the following problem:
When we run our script like that: python3 my_script.py
the __file__ variable has a just a string value of "my_script.py" without path leading to that particular script. That is why method dirname(__file__) returns an empty string "". That is also the reason why my_path = os.path.abspath(os.path.dirname(__file__)) + some_rel_dir_path is actually the same thing as my_path = some_rel_dir_path. Consequently FileNotFoundError: [Errno 2] No such file or directory is given when trying to use open method because there is no directory like "some_rel_dir_path".
Running script from PyCharm IDE Running/Debug Configurations worked because it runs a command python3 /full/path/to/my_script.py (where "/full/path/to" is specified by us in "Working directory" variable in Run/Debug Configurations) instead of justpython3 my_script.py like it is done when we run it from the terminal.
Try
with open(f"{os.path.dirname(sys.argv[0])}/data/test.csv", newline='') as f:
I was surprised when the following code worked.
import os
for file in os.listdir("../FutureBookList"):
if file.endswith(".adoc"):
filename, file_extension = os.path.splitext(file)
print(filename)
print(file_extension)
continue
else:
continue
So, I checked the documentation and it says:
Changed in version 3.6: Accepts a path-like object.
path-like object:
An object representing a file system path. A path-like object is
either a str or...
I did a little more digging and the following also works:
with open("../FutureBookList/file.txt") as file:
data = file.read()
Related
How do I get the current file's directory path?
I tried:
>>> os.path.abspath(__file__)
'C:\\python27\\test.py'
But I want:
'C:\\python27\\'
The special variable __file__ contains the path to the current file. From that we can get the directory using either pathlib or the os.path module.
Python 3
For the directory of the script being run:
import pathlib
pathlib.Path(__file__).parent.resolve()
For the current working directory:
import pathlib
pathlib.Path().resolve()
Python 2 and 3
For the directory of the script being run:
import os
os.path.dirname(os.path.abspath(__file__))
If you mean the current working directory:
import os
os.path.abspath(os.getcwd())
Note that before and after file is two underscores, not just one.
Also note that if you are running interactively or have loaded code from something other than a file (eg: a database or online resource), __file__ may not be set since there is no notion of "current file". The above answer assumes the most common scenario of running a python script that is in a file.
References
pathlib in the python documentation.
os.path - Python 2.7, os.path - Python 3
os.getcwd - Python 2.7, os.getcwd - Python 3
what does the __file__ variable mean/do?
Using Path from pathlib is the recommended way since Python 3:
from pathlib import Path
print("File Path:", Path(__file__).absolute())
print("Directory Path:", Path().absolute()) # Directory of current working directory, not __file__
Note: If using Jupyter Notebook, __file__ doesn't return expected value, so Path().absolute() has to be used.
In Python 3.x I do:
from pathlib import Path
path = Path(__file__).parent.absolute()
Explanation:
Path(__file__) is the path to the current file.
.parent gives you the directory the file is in.
.absolute() gives you the full absolute path to it.
Using pathlib is the modern way to work with paths. If you need it as a string later for some reason, just do str(path).
Try this:
import os
dir_path = os.path.dirname(os.path.realpath(__file__))
import os
print(os.path.dirname(__file__))
I found the following commands return the full path of the parent directory of a Python 3 script.
Python 3 Script:
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
from pathlib import Path
#Get the absolute path of a Python3.6 and above script.
dir1 = Path().resolve() #Make the path absolute, resolving any symlinks.
dir2 = Path().absolute() #See #RonKalian answer
dir3 = Path(__file__).parent.absolute() #See #Arminius answer
dir4 = Path(__file__).parent
print(f'dir1={dir1}\ndir2={dir2}\ndir3={dir3}\ndir4={dir4}')
REMARKS !!!!
dir1 and dir2 works only when running a script located in the current working directory, but will break in any other case.
Given that Path(__file__).is_absolute() is True, the use of the .absolute() method in dir3 appears redundant.
The shortest command that works is dir4.
Explanation links: .resolve(), .absolute(), Path(file).parent().absolute()
USEFUL PATH PROPERTIES IN PYTHON:
from pathlib import Path
#Returns the path of the current directory
mypath = Path().absolute()
print('Absolute path : {}'.format(mypath))
#if you want to go to any other file inside the subdirectories of the directory path got from above method
filePath = mypath/'data'/'fuel_econ.csv'
print('File path : {}'.format(filePath))
#To check if file present in that directory or Not
isfileExist = filePath.exists()
print('isfileExist : {}'.format(isfileExist))
#To check if the path is a directory or a File
isadirectory = filePath.is_dir()
print('isadirectory : {}'.format(isadirectory))
#To get the extension of the file
fileExtension = mypath/'data'/'fuel_econ.csv'
print('File extension : {}'.format(filePath.suffix))
OUTPUT:
ABSOLUTE PATH IS THE PATH WHERE YOUR PYTHON FILE IS PLACED
Absolute path : D:\Study\Machine Learning\Jupitor Notebook\JupytorNotebookTest2\Udacity_Scripts\Matplotlib and seaborn Part2
File path : D:\Study\Machine Learning\Jupitor Notebook\JupytorNotebookTest2\Udacity_Scripts\Matplotlib and seaborn Part2\data\fuel_econ.csv
isfileExist : True
isadirectory : False
File extension : .csv
works also if __file__ is not available (jupyter notebooks)
import sys
from pathlib import Path
path_file = Path(sys.path[0])
print(path_file)
Also uses pathlib, which is the object oriented way of handling paths in python 3.
IPython has a magic command %pwd to get the present working directory. It can be used in following way:
from IPython.terminal.embed import InteractiveShellEmbed
ip_shell = InteractiveShellEmbed()
present_working_directory = ip_shell.magic("%pwd")
On IPython Jupyter Notebook %pwd can be used directly as following:
present_working_directory = %pwd
I have made a function to use when running python under IIS in CGI in order to get the current folder:
import os
def getLocalFolder():
path=str(os.path.dirname(os.path.abspath(__file__))).split(os.sep)
return path[len(path)-1]
Python 2 and 3
You can simply also do:
from os import sep
print(__file__.rsplit(sep, 1)[0] + sep)
Which outputs something like:
C:\my_folder\sub_folder\
This can be done without a module.
def get_path():
return (__file__.replace(f"<your script name>.py", ""))
print(get_path())
The directory structure:
├--- mod
| ├--- __init__.py
| └--- abc.data
└--- test.py
__init__.py:
with open("abc.data", 'r') as f:
pass # read and process the data
test.py:
import mod
The program above is expected to read the data in the file abc.data, but it gives an error instead:
FileNotFoundError: [Errno 2] No such file or directory: 'abc.data'
And this is because the current directory of Python interpreter is the parent directory of test.py.
So how to read abc.data in the module mod regardless of the location of test.py?
Actually the following code works:
__init__.py:
import os
filepath = os.path.join(os.path.dirname(os.path.realpath(__file__)), "abc.data")
with open(filepath, 'r') as f:
pass # read and process the data
But this solution is a bit dirty especially when there are many files to be read in __init__.py. Is there a more elegant solution?
I believe that's as good as it gets. Even larger libraries use the same method:
# Extracted From selenium/webdriver/firefox/firefox_profile.py
# ...
if not FirefoxProfile.DEFAULT_PREFERENCES:
with open(os.path.join(os.path.dirname(__file__),
WEBDRIVER_PREFERENCES)) as default_prefs:
FirefoxProfile.DEFAULT_PREFERENCES = json.load(default_prefs)
# ...
Another example:
# Extracted from pipenv/vendor/yaspin/spinners.py
# ...
THIS_DIR = os.path.dirname(os.path.realpath(__file__))
SPINNERS_PATH = os.path.join(THIS_DIR, "data/spinners.json")
# ...
If it was an importable object (e.g. .py files) then you can use . conventions to indicate the relative path.
My Python app contains a subfolder called Tests which I use to run unit tests. All of my files are in the parent folder, which I will call App. The Tests folder contains, say, a test.py file. The App folder contains an app.py file and a file.txt text file.
In my test.py file, I can make my imports like this:
import sys
sys.path.append("PATH_TO_PARENT_DIR")
Say my app.py file contains the following:
class Stuff():
def do_stuff():
with open("file.txt") as f:
pass
Now if I run test.py, I get the following error:
FileNotFoundError: [Errno 2] No such file or directory: 'file.txt'
How can I fix this? Many thanks!
Assuming the file is located in the same folder as your script:
import os
parent_dir = os.path.abspath(os.path.dirname(__file__))
class Stuff():
def do_stuff():
with open(os.path.join(parent_dir, "file.txt")) as f:
pass
Explanation:
__file__ is the path to your script
os.path.dirname get's the directory in which your script sits
os.path.abspath makes that path absolute instead of relative (just in case relative paths mess your script up, it's good practice)
Then all we need to do is combine your parent_dir with the file, we do that using os.path.join.
Read the docs on os.path methods here: https://docs.python.org/3/library/os.path.html
A more explicit version of this code can be written like this, if that helps:
import os
script_path = __file__
parent_dir = os.path.dirname(script_path)
parent_dir_absolute = os.path.abspath(parent_dir)
path_to_txt = os.path.join(parent_dir_absolute, 'file.txt')
The open function looks for the file in the same folder as the script that calls the open function. So, your test.py looks in the tests folder, not the app folder. You need to add the full path to the file.
open('app_folder' + 'text.txt')
or move the test.py file in the same folder as text.txt
I am writing a script to read a csv file. The csv file and script lies in the same directory. But when I tried to open the file it gives me FileNotFoundError: [Errno 2] No such file or directory: 'zipcodes.csv'. The code I used to read the file is
with open('zipcodes.csv', 'r') as zipcode_file:
reader = csv.DictReader(zipcode_file)
If I give the full path to the file, it will work. Why open() requires full path of the file ?
From the documentation:
open(file, mode='r', buffering=-1, encoding=None, errors=None,
newline=None, closefd=True, opener=None)
file is a path-like object giving the pathname (absolute or relative
to the current working directory) of the file to be opened or an
integer file descriptor of the file to be wrapped.
So, if the file that you want open isn't in the current folder of the running script, you can use an absolute path, or getting the working directory or/and absolute path by using:
import os
# Look to the path of your current working directory
working_directory = os.getcwd()
# Or: file_path = os.path.join(working_directory, 'my_file.py')
file_path = working_directory + 'my_file.py'
Or, you can retrieve your absolute path while running your script, using:
import os
# Look for your absolute directory path
absolute_path = os.path.dirname(os.path.abspath(__file__))
# Or: file_path = os.path.join(absolute_path, 'folder', 'my_file.py')
file_path = absolute_path + '/folder/my_file.py'
If you want to be operating system agnostic, then you can use:
file_path = os.path.join(absolute_path, folder, my_file.py)
I have identified the problem. I was running my code on Visual Studio Code debugger. The root directory I have opened was above the level of my file. When I opened the same directory, it worked.
I've had considerable problems opening up files through Python if I don't use the absolute path or build the path using os.path. Even if the file is in the same directory as the Python file the result is the same. I used Chiheb's solution and of course it worked again (Thanks Chiheb). I do wonder if it's something going on with Python. I am using VS Code but still that shouldn't matter in my opinion if an accurate path is given.
The code for my current situation that worked using the solution above:
Sitka_highs.py
import os
import csv
absolute_path = os.path.dirname(os.path.abspath(__file__))
filename = absolute_path + '/data/sitka_weather_07-2018_simple.csv'
with open(filename) as f:
reader = csv.reader(f)
header_row = next(reader)
print(header_row)
I used below method and it worked fine for me.
FILE_PATH = os.path.dirname(os.path.realpath(__file__))
config = ConfigParser.ConfigParser()
config.readfp(open(FILE_PATH+'/conf.properties'))
I don't think Python knows which dir to use... to start with the current path of the current python .py file, try:
mypath = os.path.dirname(os.path.abspath(__file__))
with open(mypath+'/zipcodes.csv', 'r') as zipcode_file:
reader = csv.DictReader(zipcode_file)
Say that you are on the main_folder and want to call the file first_file.py that then opens the file readme.txt:
main_folder
│
└───first_folder
│ │ first_file.py
│ │
| └───second_folder
│ │ readme.txt
│
└─── ...
Python provides us with an attribute called __file__ that returns the absolute path to the file. For example, say that the content of first_file.py is just one line that prints this path: print(__file__).
Now, if we call first_file.py from main_folder we get the same result that if we call it from first_folder (note that, in Windows, the result is going to be a little bit different):
"/Users/<username>/Documents/github/main_folder/first_folder/first_file.py"
And if we want to obtain the folder of first_file.py, we import the library os and we use the method os.path.dirname(__file__).
Finally, we just concatenate this folder with the one we want to access from it (second_folder) and the name of the file (readme.txt).
Simplifying, the result code is:
import os
DIR_ABS_PATH = os.path.dirname(__file__)
README_PATH = os.path.join(DIR_ABS_PATH, 'second_folder', 'readme.txt')
And the value of README_PATH:
"/Users/<username>/Documents/github/main_folder/first_folder/second_folder/readme.txt"
This way, you also won't get any problems related to the Visual Studio Code debugger with the path and you'll be able to call the first_file.py from wherever you want 🥳
Suppose my python code is executed a directory called main and the application needs to access main/2091/data.txt.
how should I use open(location)? what should the parameter location be?
I found that below simple code will work.. does it have any disadvantages?
file = "\2091\sample.txt"
path = os.getcwd()+file
fp = open(path, 'r+');
With this type of thing you need to be careful what your actual working directory is. For example, you may not run the script from the directory the file is in. In this case, you can't just use a relative path by itself.
If you are sure the file you want is in a subdirectory beneath where the script is actually located, you can use __file__ to help you out here. __file__ is the full path to where the script you are running is located.
So you can fiddle with something like this:
import os
script_dir = os.path.dirname(__file__) #<-- absolute dir the script is in
rel_path = "2091/data.txt"
abs_file_path = os.path.join(script_dir, rel_path)
This code works fine:
import os
def read_file(file_name):
file_handle = open(file_name)
print file_handle.read()
file_handle.close()
file_dir = os.path.dirname(os.path.realpath('__file__'))
print file_dir
#For accessing the file in the same folder
file_name = "same.txt"
read_file(file_name)
#For accessing the file in a folder contained in the current folder
file_name = os.path.join(file_dir, 'Folder1.1/same.txt')
read_file(file_name)
#For accessing the file in the parent folder of the current folder
file_name = os.path.join(file_dir, '../same.txt')
read_file(file_name)
#For accessing the file inside a sibling folder.
file_name = os.path.join(file_dir, '../Folder2/same.txt')
file_name = os.path.abspath(os.path.realpath(file_name))
print file_name
read_file(file_name)
I created an account just so I could clarify a discrepancy I think I found in Russ's original response.
For reference, his original answer was:
import os
script_dir = os.path.dirname(__file__)
rel_path = "2091/data.txt"
abs_file_path = os.path.join(script_dir, rel_path)
This is a great answer because it is trying to dynamically creates an absolute system path to the desired file.
Cory Mawhorter noticed that __file__ is a relative path (it is as well on my system) and suggested using os.path.abspath(__file__). os.path.abspath, however, returns the absolute path of your current script (i.e. /path/to/dir/foobar.py)
To use this method (and how I eventually got it working) you have to remove the script name from the end of the path:
import os
script_path = os.path.abspath(__file__) # i.e. /path/to/dir/foobar.py
script_dir = os.path.split(script_path)[0] #i.e. /path/to/dir/
rel_path = "2091/data.txt"
abs_file_path = os.path.join(script_dir, rel_path)
The resulting abs_file_path (in this example) becomes: /path/to/dir/2091/data.txt
It depends on what operating system you're using. If you want a solution that is compatible with both Windows and *nix something like:
from os import path
file_path = path.relpath("2091/data.txt")
with open(file_path) as f:
<do stuff>
should work fine.
The path module is able to format a path for whatever operating system it's running on. Also, python handles relative paths just fine, so long as you have correct permissions.
Edit:
As mentioned by kindall in the comments, python can convert between unix-style and windows-style paths anyway, so even simpler code will work:
with open("2091/data/txt") as f:
<do stuff>
That being said, the path module still has some useful functions.
I spend a lot time to discover why my code could not find my file running Python 3 on the Windows system. So I added . before / and everything worked fine:
import os
script_dir = os.path.dirname(__file__)
file_path = os.path.join(script_dir, './output03.txt')
print(file_path)
fptr = open(file_path, 'w')
Try this:
from pathlib import Path
data_folder = Path("/relative/path")
file_to_open = data_folder / "file.pdf"
f = open(file_to_open)
print(f.read())
Python 3.4 introduced a new standard library for dealing with files and paths called pathlib. It works for me!
Code:
import os
script_path = os.path.abspath(__file__)
path_list = script_path.split(os.sep)
script_directory = path_list[0:len(path_list)-1]
rel_path = "main/2091/data.txt"
path = "/".join(script_directory) + "/" + rel_path
Explanation:
Import library:
import os
Use __file__ to attain the current script's path:
script_path = os.path.abspath(__file__)
Separates the script path into multiple items:
path_list = script_path.split(os.sep)
Remove the last item in the list (the actual script file):
script_directory = path_list[0:len(path_list)-1]
Add the relative file's path:
rel_path = "main/2091/data.txt
Join the list items, and addition the relative path's file:
path = "/".join(script_directory) + "/" + rel_path
Now you are set to do whatever you want with the file, such as, for example:
file = open(path)
import os
def file_path(relative_path):
dir = os.path.dirname(os.path.abspath(__file__))
split_path = relative_path.split("/")
new_path = os.path.join(dir, *split_path)
return new_path
with open(file_path("2091/data.txt"), "w") as f:
f.write("Powerful you have become.")
If the file is in your parent folder, eg. follower.txt, you can simply use open('../follower.txt', 'r').read()
Get the path of the parent folder, then os.join your relative files to the end.
# get parent folder with `os.path`
import os.path
BASE_DIR = os.path.dirname(os.path.abspath(__file__))
# now use BASE_DIR to get a file relative to the current script
os.path.join(BASE_DIR, "config.yaml")
The same thing with pathlib:
# get parent folder with `pathlib`'s Path
from pathlib import Path
BASE_DIR = Path(__file__).absolute().parent
# now use BASE_DIR to get a file relative to the current script
BASE_DIR / "config.yaml"
Python just passes the filename you give it to the operating system, which opens it. If your operating system supports relative paths like main/2091/data.txt (hint: it does), then that will work fine.
You may find that the easiest way to answer a question like this is to try it and see what happens.
Not sure if this work everywhere.
I'm using ipython in ubuntu.
If you want to read file in current folder's sub-directory:
/current-folder/sub-directory/data.csv
your script is in current-folder
simply try this:
import pandas as pd
path = './sub-directory/data.csv'
pd.read_csv(path)
When I was a beginner I found these descriptions a bit intimidating. As at first I would try
For Windows
f= open('C:\Users\chidu\Desktop\Skipper New\Special_Note.txt','w+')
print(f)
and this would raise an syntax error. I used get confused alot. Then after some surfing across google. found why the error occurred. Writing this for beginners
It's because for path to be read in Unicode you simple add a \ when starting file path
f= open('C:\\Users\chidu\Desktop\Skipper New\Special_Note.txt','w+')
print(f)
And now it works just add \ before starting the directory.
In Python 3.4 (PEP 428) the pathlib was introduced, allowing you to work with files in an object oriented fashion:
from pathlib import Path
working_directory = Path(os.getcwd())
path = working_directory / "2091" / "sample.txt"
with path.open('r+') as fp:
# do magic
The with keyword will also ensure that your resources get closed properly, even if you get something goes wrong (like an unhandled Exception, sigint or similar)