Reputation: 7033
I've got a python project with a configuration file in the project root. The configuration file needs to be accessed in a few different files throughout the project.
So it looks something like: <ROOT>/configuration.conf
<ROOT>/A/a.py
, <ROOT>/A/B/b.py
(when b,a.py access the configuration file).
What's the best / easiest way to get the path to the project root and the configuration file without depending on which file inside the project I'm in? i.e without using ../../
? It's okay to assume that we know the project root's name.
Upvotes: 321
Views: 595962
Reputation: 2421
Define the root path in .env
at setup (e.g. in a Makefile).
echo PROJECT_ROOT=$(pwd) >> .env
Use python-dotenv to access it:
import os
from dotenv import load_dotenv, find_dotenv
load_dotenv(find_dotenv)
project_root = os.environ["PROJECT_ROOT"]
Upvotes: 0
Reputation: 195
sys.path
returns all of the related paths to project.
The first entry of sys.path
is the path of the file being executed. If the file being executed is in the root path of the project then the first index of sys.path
will be the root path to the project.
If the file being executed is in a sub directory of the root path of the project then it can be any of the entries from 1 to the length of sys.path. Most of the time it sits in the second entry, index of 1. In any case the root path of the project is in sys.path
. In my case it is C:\Users\username\Python\Scrapper
in index 1.
import sys
for index, path in enumerate(sys.path):
print(f'{index:02}: {path}')
Returns:
00: C:\Users\username\Python\Scrapper\library\firefox\path
01: C:\Users\username\Python\Scrapper
02: C:\Users\username\AppData\Local\Programs\Python\Python312\python312.zip
03: C:\Users\username\AppData\Local\Programs\Python\Python312\DLLs
04: C:\Users\username\AppData\Local\Programs\Python\Python312\Lib
05: C:\Users\username\AppData\Local\Programs\Python\Python312
06: C:\Users\username\Python\Scrapper\venv
07: C:\Users\username\Python\Scrapper\venv\Lib\site-packages
08: C:\Users\username\AppData\Local\Programs\Python\Python312\Lib\site-packages
09: C:\Users\username\Python\*********\********
10: C:\Users\username\AppData\Local\Programs\Python\Python312\Lib\site-packages\win32
11: C:\Users\username\AppData\Local\Programs\Python\Python312\Lib\site-packages\win32\lib
12: C:\Users\username\AppData\Local\Programs\Python\Python312\Lib\site-packages\Pythonwin
The following function will return the root path of the project.
def abs_path(path: str = ''):
from sys import path as syspath
from os import sep
if len(path):
path = path.replace('/', sep)
if not path.startswith(sep):
path = sep + path
for _ in syspath[1:]:
if _ in syspath[0]:
return _ + path
return syspath[0] + path
print(__file__)
print(abs_path())
print(abs_path(r'config\urls.txt'))
Returns:
C:\Users\username\Python\Scrapper\library\firefox\path\path.py
C:\Users\username\Python\Scrapper
C:\Users\username\Python\Scrapper\config\urls.txt
Upvotes: 0
Reputation: 141
Get the absolute path to the project root using:
os.getcwd()
Move up from it using:
os.path.join()
Or just in one line
some_stuff = join(getcwd(), 'source/file')
Upvotes: 0
Reputation: 41
I would take a different approach where i would keep looping while moving up until it locate the .git folder or any other file in the root
import os
def find_project_root(start_dir):
"""Find the root directory of a project containing a .git directory.
Usage: find_project_root(os.path.dirname(os.path.abspath(__file__)))
Args:
start_dir (str): The directory to start the search from."""
current_dir = start_dir
while True:
if os.path.exists(os.path.join(current_dir, '.git')):
return current_dir
# Move up one directory
current_dir = os.path.pardir(current_dir)
# If reached the root directory
if current_dir == os.path.dirname(current_dir):
return None
project_root = find_project_root(os.path.dirname(os.path.abspath(__file__)))
print(project_root)
or
simply use this:
import subprocess
project_root = subprocess.run(["git", "rev-parse", "--show-toplevel"], capture_output=True, text=True).stdout.replace("\n", "")
print(project_root)
Upvotes: 2
Reputation: 1204
The simple solution for me is exploring sys.path
and my own __file__
value, because the current running module is available in sys.path for sure, no matter how it has been imported, so:
def get_project_root(cls):
for path in sys.path:
r = __file__.split(path)
if len(r) > 1:
return path
will locate the absolute path of my project root folder, no matter if:
sys.path[1]
may fail)uvicorn
so sys.modules['__main__'].__file__
will yield something like .venv/bin/uvicorn
)I hope it will helps.
Upvotes: 0
Reputation: 39
I know this question has a LOT of answers, but I'd like to share a pretty straightforward method IMO.
Using python-git-info
You can define and use this function from anywhere inside your project. Simple.
def getRoot()->Path:
"""Function to get the root directory path
Returns:
Path: Root of project
"""
import gitinfo
o:dict = gitinfo.get_git_info()
repoString = o['gitdir'].split('/')[-2]
dirList = dir.split("/")
for i in dirList:
if dirList[-1]!=repoString:
dirList.pop()
else:
ABPATH = "/".join(dirList)
return Path(ABPATH)
Upvotes: 0
Reputation: 93
To do this, you can add the root directory of your code repository to the Python path. You can do this by adding the following lines of code at the beginning of your script:
import os
import sys
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
This code adds the parent directory of the current file (which is assumed to be in a subfolder of the root directory) to the Python path.
Upvotes: 1
Reputation: 1428
Important: This solution requires you to run the file as a module with python -m pkg.file
and not as a script like python file.py
.
import sys
import os.path as op
root_pkg_dirname = op.dirname(sys.modules[__name__.partition('.')[0]].__file__)
Other answers have requirements like depending on an environment variable or the position of another module in the package structure.
As long as you run the script as python -m pkg.file
(with the -m
), this approach is self-contained and will work in any module of the package, including in the top-level __init__.py
file.
import sys
import os.path as op
root_pkg_name, _, _ = __name__.partition('.')
root_pkg_module = sys.modules[root_pkg_name]
root_pkg_dirname = op.dirname(root_pkg_module.__file__)
config_path = os.path.join(root_pkg_dirname, 'configuration.conf')
It works by taking the first component in the dotted string contained in __name__
and using it as a key in sys.modules
which returns the module object of the top-level package. Its __file__
attribute contains the path we want after trimming off /__init__.py
using os.path.dirname()
.
Upvotes: -1
Reputation: 61
The project root directory does not have __init__.py
.
I solved this problem by looking for an ancestor directory that does not have __init__.py
.
from functools import lru_cache
from pathlib import Path
@lru_cache()
def get_root_dir() -> str:
path = Path().cwd()
while Path(path, "__init__.py").exists():
path = path.parent
return str(path)
Upvotes: 1
Reputation: 1
Hi all! I have been having this issue for ever as well and none of the solutions worked for me, so I used a similar approach that here::here()
uses in R
.
Install the groo
package: pip install groo-ozika
Place a hidden file in your root directory, e.g. .my_hidden_root_file
.
Then from anywhere lower in the directory hierarchy (i.e. within the root) run the following:
from groo.groo import get_root
root_folder = get_root(".my_hidden_root_file")
It just executes the following function:
def get_root(rootfile):
import os
from pathlib import Path
d = Path(os.getcwd())
found = 0
while found == 0:
if os.path.isfile(os.path.join(d, rootfile)):
found = 1
else:
d=d.parent
return d
Upvotes: 0
Reputation: 483
this solution works on any OS and in any level of directory:
Assuming your project folder name is my_project
from pathlib import Path
current_dir = Path(__file__)
project_dir = [p for p in current_dir.parents if p.parts[-1]=='my_project'][0]
Upvotes: 16
Reputation: 2362
This is not exactly the answer to this question; But it might help someone. In fact, if you know the names of the folders, you can do this.
import os
import sys
TMP_DEL = '×'
PTH_DEL = '\\'
def cleanPath(pth):
pth = pth.replace('/', TMP_DEL)
pth = pth.replace('\\', TMP_DEL)
return pth
def listPath():
return sys.path
def getPath(__file__):
return os.path.abspath(os.path.dirname(__file__))
def getRootByName(__file__, dirName):
return getSpecificParentDir(__file__, dirName)
def getSpecificParentDir(__file__, dirName):
pth = cleanPath(getPath(__file__))
dirName = cleanPath(dirName)
candidate = f'{TMP_DEL}{dirName}{TMP_DEL}'
if candidate in pth:
pth = (pth.split(candidate)[0]+TMP_DEL +
dirName).replace(TMP_DEL*2, TMP_DEL)
return pth.replace(TMP_DEL, PTH_DEL)
return None
def getSpecificChildDir(__file__, dirName):
for x in [x[0] for x in os.walk(getPath(__file__))]:
dirName = cleanPath(dirName)
x = cleanPath(x)
if TMP_DEL in x:
if x.split(TMP_DEL)[-1] == dirName:
return x.replace(TMP_DEL, PTH_DEL)
return None
List available folders:
print(listPath())
Usage:
#Directories
#ProjectRootFolder/.../CurrentFolder/.../SubFolder
print(getPath(__file__))
# c:\ProjectRootFolder\...\CurrentFolder
print(getRootByName(__file__, 'ProjectRootFolder'))
# c:\ProjectRootFolder
print(getSpecificParentDir(__file__, 'ProjectRootFolder'))
# c:\ProjectRootFolder
print(getSpecificParentDir(__file__, 'CurrentFolder'))
# None
print(getSpecificChildDir(__file__, 'SubFolder'))
# c:\ProjectRootFolder\...\CurrentFolder\...\SubFolder
Upvotes: 0
Reputation: 455
I ended up needing to do this in various different situations where different answers worked correctly, others didn't, or either with various modifications, so I made this package to work for most situations
pip install get-project-root
from get_project_root import root_path
project_root = root_path(ignore_cwd=False)
# >> "C:/Users/person/source/some_project/"
https://pypi.org/project/get-project-root/
Upvotes: 0
Reputation: 508
Here is a package that solves that problem: from-root
pip install from-root
from from_root import from_root, from_here
# path to config file at the root of your project
# (no matter from what file of the project the function is called!)
config_path = from_root('config.json')
# path to the data.csv file at the same directory where the callee script is located
# (has nothing to do with the current working directory)
data_path = from_here('data.csv')
Check out the link above and read the readme to see more use cases
Upvotes: 10
Reputation: 733
Here's my take on this issue.
I have a simple use-case that bugged me for a while. Tried a few solutions, but I didn't like either of them flexible enough.
So here's what I figured out.
beacon.py
not_in_root.py
.beacon.py
module and get the path to that
moduleHere's an example project structure
this_project
├── beacon.py
├── lv1
│ ├── __init__.py
│ └── lv2
│ ├── __init__.py
│ └── not_in_root.py
...
The content of the not_in_root.py
import os
from pathlib import Path
class Config:
try:
import beacon
print(f"'import beacon' -> {os.path.dirname(os.path.abspath(beacon.__file__))}") # only for demo purposes
print(f"'import beacon' -> {Path(beacon.__file__).parent.resolve()}") # only for demo purposes
except ModuleNotFoundError as e:
print(f"ModuleNotFoundError: import beacon failed with {e}. "
f"Please. create a file called beacon.py and place it to the project root directory.")
project_root = Path(beacon.__file__).parent.resolve()
input_dir = project_root / 'input'
output_dir = project_root / 'output'
if __name__ == '__main__':
c = Config()
print(f"Config.project_root: {c.project_root}")
print(f"Config.input_dir: {c.input_dir}")
print(f"Config.output_dir: {c.output_dir}")
The output would be
/home/xyz/projects/this_project/venv/bin/python /home/xyz/projects/this_project/lv1/lv2/not_in_root.py
'import beacon' -> /home/xyz/projects/this_project
'import beacon' -> /home/xyz/projects/this_project
Config.project_root: /home/xyz/projects/this_project
Config.input_dir: /home/xyz/projects/this_project/input
Config.output_dir: /home/xyz/projects/this_project/output
Of course, it doesn't need to be called beacon.py
nor need to be empty, essentially any python file (importable) file would do as long as it's in the root directory.
Using an empty .py file sort of guarantees that it will not be moved elsewhere due to some future refactoring.
Cheers
Upvotes: 1
Reputation: 209
I decided for myself as follows.
Need to get the path to 'MyProject/drivers' from the main file.
MyProject/
├─── RootPackge/
│ ├── __init__.py
│ ├── main.py
│ └── definitions.py
│
├─── drivers/
│ └── geckodriver.exe
│
├── requirements.txt
└── setup.py
definitions.py
Put not in the root of the project, but in the root of the main package
from pathlib import Path
ROOT_DIR = Path(__file__).parent.parent
Use ROOT_DIR:
main.py
# imports must be relative,
# not from the root of the project,
# but from the root of the main package.
# Not this way:
# from RootPackge.definitions import ROOT_DIR
# But like this:
from definitions import ROOT_DIR
# Here we use ROOT_DIR
# get path to MyProject/drivers
drivers_dir = ROOT_DIR / 'drivers'
# Thus, you can get the path to any directory
# or file from the project root
driver = webdriver.Firefox(drivers_dir)
driver.get('http://www.google.com')
Then PYTHON_PATH will not be used to access the 'definitions.py' file.
Works in PyCharm:
run file 'main.py' (ctrl + shift + F10 in Windows)
Works in CLI from project root:
$ py RootPackge/main.py
Works in CLI from RootPackge:
$ cd RootPackge
$ py main.py
Works from directories above project:
$ cd ../../../../
$ py MyWork/PythoProjects/MyProject/RootPackge/main.py
Works from anywhere if you give an absolute path to the main file.
Doesn't depend on venv.
Upvotes: 7
Reputation: 3424
Other answers advice to use a file in the top-level of the project. This is not necessary if you use pathlib.Path
and parent
(Python 3.4 and up). Consider the following directory structure where all files except README.md
and utils.py
have been omitted.
project
│ README.md
|
└───src
│ │ utils.py
| | ...
| ...
In utils.py
we define the following function.
from pathlib import Path
def get_project_root() -> Path:
return Path(__file__).parent.parent
In any module in the project we can now get the project root as follows.
from src.utils import get_project_root
root = get_project_root()
Benefits: Any module which calls get_project_root
can be moved without changing program behavior. Only when the module utils.py
is moved we have to update get_project_root
and the imports (refactoring tools can be used to automate this).
Upvotes: 208
Reputation: 19618
I had to implement a custom solution because it's not as simple as you might think.
My solution is based on stack trace inspection (inspect.stack()
) + sys.path
and is working fine no matter the location of the python module in which the function is invoked nor the interpreter (I tried by running it in PyCharm, in a poetry shell and other...). This is the full implementation with comments:
def get_project_root_dir() -> str:
"""
Returns the name of the project root directory.
:return: Project root directory name
"""
# stack trace history related to the call of this function
frame_stack: [FrameInfo] = inspect.stack()
# get info about the module that has invoked this function
# (index=0 is always this very module, index=1 is fine as long this function is not called by some other
# function in this module)
frame_info: FrameInfo = frame_stack[1]
# if there are multiple calls in the stacktrace of this very module, we have to skip those and take the first
# one which comes from another module
if frame_info.filename == __file__:
for frame in frame_stack:
if frame.filename != __file__:
frame_info = frame
break
# path of the module that has invoked this function
caller_path: str = frame_info.filename
# absolute path of the of the module that has invoked this function
caller_absolute_path: str = os.path.abspath(caller_path)
# get the top most directory path which contains the invoker module
paths: [str] = [p for p in sys.path if p in caller_absolute_path]
paths.sort(key=lambda p: len(p))
caller_root_path: str = paths[0]
if not os.path.isabs(caller_path):
# file name of the invoker module (eg: "mymodule.py")
caller_module_name: str = Path(caller_path).name
# this piece represents a subpath in the project directory
# (eg. if the root folder is "myproject" and this function has ben called from myproject/foo/bar/mymodule.py
# this will be "foo/bar")
project_related_folders: str = caller_path.replace(os.sep + caller_module_name, '')
# fix root path by removing the undesired subpath
caller_root_path = caller_root_path.replace(project_related_folders, '')
dir_name: str = Path(caller_root_path).name
return dir_name
Upvotes: 4
Reputation: 5221
Below Code Returns the path until your project root
import sys
print(sys.path[1])
Upvotes: 55
Reputation: 3324
Just an example: I want to run runio.py from within helper1.py
Project tree example:
myproject_root
- modules_dir/helpers_dir/helper1.py
- tools_dir/runio.py
Get project root:
import os
rootdir = os.path.dirname(os.path.realpath(__file__)).rsplit(os.sep, 2)[0]
Build path to script:
runme = os.path.join(rootdir, "tools_dir", "runio.py")
execfile(runme)
Upvotes: 2
Reputation: 73
I used the ../ method to fetch the current project path.
Example: Project1 -- D:\projects
src
ConfigurationFiles
Configuration.cfg
Path="../src/ConfigurationFiles/Configuration.cfg"
Upvotes: 1
Reputation: 158
There are many answers here but I couldn't find something simple that covers all cases so allow me to suggest my solution too:
import pathlib
import os
def get_project_root():
"""
There is no way in python to get project root. This function uses a trick.
We know that the function that is currently running is in the project.
We know that the root project path is in the list of PYTHONPATH
look for any path in PYTHONPATH list that is contained in this function's path
Lastly we filter and take the shortest path because we are looking for the root.
:return: path to project root
"""
apth = str(pathlib.Path().absolute())
ppth = os.environ['PYTHONPATH'].split(':')
matches = [x for x in ppth if x in apth]
project_root = min(matches, key=len)
return project_root
Upvotes: -1
Reputation:
If you are working with anaconda-project, you can query the PROJECT_ROOT from the environment variable --> os.getenv('PROJECT_ROOT'). This works only if the script is executed via anaconda-project run .
If you do not want your script run by anaconda-project, you can query the absolute path of the executable binary of the Python interpreter you are using and extract the path string up to the envs directory exclusiv. For example: The python interpreter of my conda env is located at:
/home/user/project_root/envs/default/bin/python
# You can first retrieve the env variable PROJECT_DIR.
# If not set, get the python interpreter location and strip off the string till envs inclusiv...
if os.getenv('PROJECT_DIR'):
PROJECT_DIR = os.getenv('PROJECT_DIR')
else:
PYTHON_PATH = sys.executable
path_rem = os.path.join('envs', 'default', 'bin', 'python')
PROJECT_DIR = py_path.split(path_rem)[0]
This works only with conda-project with fixed project structure of a anaconda-project
Upvotes: 0
Reputation: 590
I struggled with this problem too until I came to this solution. This is the cleanest solution in my opinion.
In your setup.py add "packages"
setup(
name='package_name'
version='0.0.1'
.
.
.
packages=['package_name']
.
.
.
)
In your python_script.py
import pkg_resources
import os
resource_package = pkg_resources.get_distribution(
'package_name').location
config_path = os.path.join(resource_package,'configuration.conf')
Upvotes: 3
Reputation: 1086
All the previous solutions seem to be overly complicated for what I think you need, and often didn't work for me. The following one-line command does what you want:
import os
ROOT_DIR = os.path.abspath(os.curdir)
Upvotes: 64
Reputation: 410
Try:
ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
Upvotes: 18
Reputation: 97
I've recently been trying to do something similar and I have found these answers inadequate for my use cases (a distributed library that needs to detect project root). Mainly I've been battling different environments and platforms, and still haven't found something perfectly universal.
I've seen this example mentioned and used in a few places, Django, etc.
import os
print(os.path.dirname(os.path.abspath(__file__)))
Simple as this is, it only works when the file that the snippet is in is actually part of the project. We do not retrieve the project directory, but instead the snippet's directory
Similarly, the sys.modules approach breaks down when called from outside the entrypoint of the application, specifically I've observed a child thread cannot determine this without relation back to the 'main' module. I've explicitly put the import inside a function to demonstrate an import from a child thread, moving it to top level of app.py would fix it.
app/
|-- config
| `-- __init__.py
| `-- settings.py
`-- app.py
app.py
#!/usr/bin/env python
import threading
def background_setup():
# Explicitly importing this from the context of the child thread
from config import settings
print(settings.ROOT_DIR)
# Spawn a thread to background preparation tasks
t = threading.Thread(target=background_setup)
t.start()
# Do other things during initialization
t.join()
# Ready to take traffic
settings.py
import os
import sys
ROOT_DIR = None
def setup():
global ROOT_DIR
ROOT_DIR = os.path.dirname(sys.modules['__main__'].__file__)
# Do something slow
Running this program produces an attribute error:
>>> import main
>>> Exception in thread Thread-1:
Traceback (most recent call last):
File "C:\Python2714\lib\threading.py", line 801, in __bootstrap_inner
self.run()
File "C:\Python2714\lib\threading.py", line 754, in run
self.__target(*self.__args, **self.__kwargs)
File "main.py", line 6, in background_setup
from config import settings
File "config\settings.py", line 34, in <module>
ROOT_DIR = get_root()
File "config\settings.py", line 31, in get_root
return os.path.dirname(sys.modules['__main__'].__file__)
AttributeError: 'module' object has no attribute '__file__'
...hence a threading-based solution
Using the same application structure as before but modifying settings.py
import os
import sys
import inspect
import platform
import threading
ROOT_DIR = None
def setup():
main_id = None
for t in threading.enumerate():
if t.name == 'MainThread':
main_id = t.ident
break
if not main_id:
raise RuntimeError("Main thread exited before execution")
current_main_frame = sys._current_frames()[main_id]
base_frame = inspect.getouterframes(current_main_frame)[-1]
if platform.system() == 'Windows':
filename = base_frame.filename
else:
filename = base_frame[0].f_code.co_filename
global ROOT_DIR
ROOT_DIR = os.path.dirname(os.path.abspath(filename))
Breaking this down:
First we want to accurately find the thread ID of the main thread. In Python3.4+ the threading library has threading.main_thread()
however, everybody doesn't use 3.4+ so we search through all threads looking for the main thread save it's ID. If the main thread has already exited, it won't be listed in the threading.enumerate()
. We raise a RuntimeError()
in this case until I find a better solution.
main_id = None
for t in threading.enumerate():
if t.name == 'MainThread':
main_id = t.ident
break
if not main_id:
raise RuntimeError("Main thread exited before execution")
Next we find the very first stack frame of the main thread. Using the cPython specific function sys._current_frames()
we get a dictionary of every thread's current stack frame. Then utilizing inspect.getouterframes()
we can retrieve the entire stack for the main thread and the very first frame.
current_main_frame = sys._current_frames()[main_id]
base_frame = inspect.getouterframes(current_main_frame)[-1]
Finally, the differences between Windows and Linux implementations of inspect.getouterframes()
need to be handled. Using the cleaned up filename, os.path.abspath()
and os.path.dirname()
clean things up.
if platform.system() == 'Windows':
filename = base_frame.filename
else:
filename = base_frame[0].f_code.co_filename
global ROOT_DIR
ROOT_DIR = os.path.dirname(os.path.abspath(filename))
So far I've tested this on Python2.7 and 3.6 on Windows as well as Python3.4 on WSL
Upvotes: 8
Reputation: 5599
To get the path of the "root" module, you can use:
import os
import sys
os.path.dirname(sys.modules['__main__'].__file__)
But more interestingly if you have an config "object" in your top-most module you could -read- from it like so:
app = sys.modules['__main__']
stuff = app.config.somefunc()
Upvotes: 32
Reputation: 10726
You can do this how Django does it: define a variable to the Project Root from a file that is in the top-level of the project. For example, if this is what your project structure looks like:
project/
configuration.conf
definitions.py
main.py
utils.py
In definitions.py
you can define (this requires import os
):
ROOT_DIR = os.path.dirname(os.path.abspath(__file__)) # This is your Project Root
Thus, with the Project Root known, you can create a variable that points to the location of the configuration (this can be defined anywhere, but a logical place would be to put it in a location where constants are defined - e.g. definitions.py
):
CONFIG_PATH = os.path.join(ROOT_DIR, 'configuration.conf') # requires `import os`
Then, you can easily access the constant (in any of the other files) with the import statement (e.g. in utils.py
): from definitions import CONFIG_PATH
.
Upvotes: 321
Reputation: 15673
This worked for me using a standard PyCharm project with my virtual environment (venv) under the project root directory.
Code below isnt the prettiest, but consistently gets the project root. It returns the full directory path to venv from the VIRTUAL_ENV
environment variable e.g. /Users/NAME/documents/PROJECT/venv
It then splits the path at the last /
, giving an array with two elements. The first element will be the project path e.g. /Users/NAME/documents/PROJECT
import os
print(os.path.split(os.environ['VIRTUAL_ENV'])[0])
Upvotes: 4