I am trying to install numpy, nltk, etc packages for Python 2 to run a code. But I have Python3 as well and the path variable is set to it. When I try to use any pip install command it shows the package is available in Python3's directory.
Also, I am using VSCode, so I did not add the path variable.
I suggest you use virtual environments. Because if you read about virtual environments, you will find that they are created for such cases.
To create virtual environments, you must do the following:
Make a note of the full file path to the custom version of Python you just installed.
virtualenv -p /home/username/opt/python-2.7.15/bin/python venv
In order to use this environment’s packages/resources in isolation, you need to “activate” it. To do this, just run the following:
source venv/bin/activate (Linux)
./venv/Scripts/activate.bat (Windows)
Notice how your prompt is now prefixed with the name of your environment (venv, in our case). This is the indicator that venv is currently active, which means the python executable will only use this environment’s packages and settings.
Now run the following:
(venv) $ which python
/Users/ashkan/python-virtual-environments/venv/bin/python (in my case)
now you have access to python2.7.
The best practice for this particular problem would be virtual environments.And for that matter Pipenv would be a good option.
Install Pipenv.
$ brew install pipenv (MacOs)
$ sudo apt install pipenv (Debian)
$ sudo dnf install pipenv (Fedora)
pip install pipenv (Windows)
Creating virtual env with Pipenv.
pipenv install --python 2.7 numpy
This command will install create a virtual environment and install python 2.7(which will be used as the main interpreter once you activate the environment) along with numpy in that environment. This will avoid the packages version conflicts too.
To activate the environment
pipenv shell
If you are working in the Vs Code workspace then you should set the interpreter path(python path) to the path of the virtual environment.
when we install anything using pip. it will install dependencies for default python version. so you can change the default python version using this link https://linuxconfig.org/how-to-change-from-default-to-alternative-python-version-on-debian-linux
Hope this will solve your problem
After crating a virtual environment with python 2.7 you can install your required packages
I installed Anaconda3 so I can create environments and install different packages in each environment. But I fail to understand the difference between the Python in
/usr/bin/python
and
/opt/anaconda3/bin/python
I can seem to access Python 3.6.5 Anaconda from both, why is that? And, what is the difference between both?
Furthermore, I would like to install packages to a single Python environment only.
When you are running python in the terminal, it is looking up your default path to your the python command. In this case, anaconda probably put a line in your shell profile specify the path to the anaconda version, which is why you are seeing it in the interpreter when you run python from either directory.
Secondly, you can set up a conda environment to download app specific dependencies without interfering with your default set up by
conda create --name myenv
source activate myenv
conda install packagename
This will install it in the myenv environment only. To deactivate the environment just run
source deactivate
Here is the documentation on that https://conda.io/docs/user-guide/tasks/manage-environments.html
Judging by your path, you are using Linux which comes with python installed. So /usr/bin/python is default and you have installed the other one later.
For the environments use https://conda.io/docs/user-guide/tasks/manage-environments.html to activate the desired environment, then you can pip install or conda install the packages and it will be places safely only in that environment. Note that spyder icon runs the root environment by default and you have to run it from terminal after activating one of the environments.
Edit:
I'm not sure why you want to use cd to change the python version. I suggest use aliases. I guess you are just changing the path but running the same version of the python anyway. Take a look at this question:
Two versions of python on linux. how to make 2.7 the default
I wanted to create a new virtual environment to install new packages. Following worked for me:
Commands are executed in Jupyter Notebook (OS: Ubuntu 16.04 LTS)
Upgrade pip:
!pip install --upgrade pip
Install virtual environment:
!pip install virtualenv
Select version of Python you want to use in new environment:
I wanted to create an environment with Python version 3. Naming it as Python3_xyz:
!virtualenv -p python3 Python3_xyz
After execution, this will create a folder with the same name in the current working directory (i.e. the location where Jupyter notebook is present)
Create a new option with the name of the created environment
And finally, run the following command:
!python -m ipykernel install --user --name=Python3_xyz
This will create a new option with the name Python3_xyz in the menu from where we create a new notebook.
NOTE: One can run above commands from the terminal as well just don't use '!' before the commands.
This question is bit dated, but since I faced a similar issue, what worked for me might help someone!
I did pip install requests from within my conda environment, but failed to import requests even after trying out everything.
What worked for me: run python -m pip install requests or python3 -m pip install requests within you environment. This installed requests successfully for me.
I'm attempting to use pipenv. I ran the command pip install pipenv, which ran successfully:
...
Successfully built pipenv pathlib shutilwhich pythonz-bd virtualenv-clone
Installing collected packages: virtualenv, pathlib, shutilwhich, backports.shutil-get-terminal-size, pythonz-bd, virtualenv-clone, pew, first, six, click, pip-tools, certifi, chardet, idna, urllib3, requests, pipenv
...
However, when I run the command pipenv install in a fresh root project directory I receive the following message: -bash: pipenv: command not found. I suspect that I might need to modify my .bashrc, but I'm unclear about what to add to the file or if modification is even necessary.
This fixed it for me:
sudo -H pip install -U pipenv
That happens because you are not installing it globally (system wide). For it to be available in your path you need to install it using sudo, like this:
$ sudo pip install pipenv
If you've done a user installation, you'll need to add the right folder to your PATH variable.
PYTHON_BIN_PATH="$(python3 -m site --user-base)/bin"
PATH="$PATH:$PYTHON_BIN_PATH"
See pipenv's installation instructions
I tried this:
python -m pipenv # for python2
python3 -m pipenv # for python3
Why this works: In Bash and other Unix-like shell environments, the -m option is used to specify a module to be run as a script.
When you run a Python script using the python -m command, you are telling the Python interpreter to execute the script as if it were a top-level module, rather than as a script file. The python -m pipenv command tells the Python interpreter to run the pipenv module as a script. The pipenv module must be importable from the current working directory or from one of the directories in the PYTHONPATH environment variable.
I have same problem with pipenv on Mac OS X 10.13 High Seirra, another Mac works just fine. I use Heroku to deploy my Django servers, some in 2.7 and some in 3.6. So, I need both 2.7 and 3.6. When HomeBrew install Python, it keeps python points to original 2.7, and python3 points to 3.6.
The problem might due to $ pip install pipenv. I checked /usr/local/bin and pipenv isn't there. So, I tried a full uninstall:
$ pip uninstall pipenv
Cannot uninstall requirement pipenv, not installed
You are using pip version 9.0.1, however version 10.0.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.
$ pip3 uninstall pipenv
Skipping pipenv as it is not installed.
Then reinstall and works now:
$ pip3 install pipenv
Collecting pipenv
Where Python store packages
Before jumping into the command that will install pipenv, it is worth understanding where pip installs Python packages.
Global site-packages is where Python installs packages that will be available to all users and all Python applications on the system. You can check the global site package with the command
python -m site
For example, on Linux with Python 3.7 the path is usually
/usr/lib/python3.7/dist-packages/setuptools
User site-packages is where Python installs packages available only for you. But the packages will still be visible to all Python projects that you create. You can get the path with
python -m site --user-base
On Linux with Python 3.7 the path is usually
~/.local/lib/python3.7/site-packages
Using Python 3.x
On most Linux and other Unices, usually Python 2 and Python 3 is installed side-by-side. The default Python 3 executable is almost always python3. pip may be available as either of the following, depending on your Linux distribution
pip3
python3-pip
python36-pip
python3.6-pip
Linux
Avoid using pip with sudo! Yes, it's the most convenient way to install Python packages and the executable is available at /usr/local/bin/pipenv, but it also mean that specific package is always visible for all users, and all Python projects that you create. Instead, use per-user site packages instead with --user
pip3 install --user pipenv
pipenv is available at
~/.local/bin/pipenv
macOS
On macOS, Homebrew is the recommended way to install Python. You can easily upgrade Python, install multiple versions of Python and switch between versions using Homebrew.
If you are using Homebrew'ed Python, pip install --user is disabled. The global site-package is located at
/usr/local/lib/python3.y/site-packages
and you can safely install Python packages here. Python 3.y also searches for modules in:
/Library/Python/3.y/site-packages
~/Library/Python/3.y/lib/python/site-packages
Windows
For legacy reasons, Python is installed in C:\Python37. The Python executable is usually named py.exe, and you can run pip with py -m pip.
Global site packages is installed in
C:\Python37\lib\site-packages
Since you don't usually share your Windows devices, it is also OK to install a package globally
py -m pip install pipenv
pipenv is now available at
C:\Python37\Scripts\pipenv.exe
I don't recommend install Python packages in Windows with --user, because the default user site-package directory is in your Windows roaming profile
C:\Users\user\AppData\Roaming\Python\Python37\site-packages
The roaming profile is used in Terminal Services (Remote Desktop, Citrix, etc) and when you log on / off in a corporate environment. Slow login, logoff and reboot in Windows can be caused by a large roaming profile.
OSX GUYS, OVER HERE!!!
As #charlax answered (for me the best one), you can use a more dynamic command to set PATH, buuut for mac users this could not work, sometimes your USER_BASE path got from site is wrong, so you need to find out where your python installation is.
$ which python3
/usr/local/bin/python3.6
you'll get a symlink, then you need to find the source's symlink.
$ ls -la /usr/local/bin/python3.6
lrwxr-xr-x 1 root wheel 71 Mar 14 17:56 /usr/local/bin/python3.6 -> ../../../Library/Frameworks/Python.framework/Versions/3.6/bin/python3.6
(this ../../../ means root)
So you found the python path (/Library/Frameworks/Python.framework/Versions/3.6/bin/python3.6), then you just need to put in you ~/.bashrc as follows:
export PATH="$PATH:/Library/Frameworks/Python.framework/Versions/3.6/bin"
Installing pipenv globally can have an adverse effect by overwriting the global/system-managed pip installation, thus resulting in import errors when trying to run pip.
You can install pipenv at the user level:
pip install --user pipenv
This should install pipenv at a user-level in /home/username/.local so that it does not conflict with the global version of pip. In my case, that still did not work after running the '--user' switch, so I ran the longer 'fix what I screwed up' command once to restore the system managed environment:
sudo python3 -m pip uninstall pip && sudo apt install python3-pip --reinstall
^ found here: Error after upgrading pip: cannot import name 'main'
and then did the following:
mkdir /home/username/.local ... if it doesn't already exist
export PYTHONUSERBASE=/home/username/.local
Make sure the export took effect (bit me once during this process):
echo $PYTHONUSERBASE
Then, I ran the pip install --user pipenv and all was well. I could then run pipenv from the CLI and it did not overwrite the global/system-managed pip module. Of course, this is specific to the user so you want to make sure you install pipenv this way while working as the user you wish to use pipenv.
References:
https://pipenv.readthedocs.io/en/latest/diagnose/#no-module-named-module-name https://pipenv.readthedocs.io/en/latest/install/#pragmatic-installation-of-pipenv https://pip.pypa.io/en/stable/user_guide/#user-installs
I don't know what happened, but the following did the work (under mac os catalina)
$ brew install pipenv
$ brew update pipenv
after doing this i am able to use
$ pipenv install [package_name]
OS : Linux
Pip version : pip3
sudo -H pip3 install -U pipenv
OS : Windows
Pip version : any one
sudo -H pip install -U pipenv
For thse who installed it using sudo pip3 install pipenv, you need to use python3 -m pipenv shell or python3.9 -m pipenv shell
I'm using zsh on my Mac, what worked for me is at first install pipenv
pip3 install --user pipenv
Then I changed the PATH in the ~/.zshrc
vi ~/.zshrc
In the editor press i to insert your text:
export PATH="/Users/yourUser/Library/Python/3.9/bin:$PATH"
Press esc and then write :wq!
Close the terminal and re-open it.
And finally write pipenv
This way worked for me using macOS BigSur 11.1
On Mac you may have to do:
pip3 install pipenv
Then, cd into your root directory to locate the .zshrc file.
Then add this to path
export PATH=/Library/Frameworks/Python.framework/Versions/3.9/bin:$PATH
Note: 3.9 is the version of Python running on your system.
Note: You can access the .zshrc by using cmd + shift + .
in your root directory... the file is hidden by default
Save and restart your terminal
Fixed this easily by installing pipenv with my central package manager (apt)
sudo apt install pipenv
You could easily install pipenv using your package manager (apt, yum, brew) and it adds it directly to your $PATH variables.
More to mention is it works on zsh. I use zsh on Ubuntu and tried adding pipenv to $PATH and other solutions but didn't work till I used apt to install it.
HOW TO MAKE PIPENV A BASIC COMMAND
Pipenv with Python3 needs to be run as "$ python -m pipenv [command]" or "$ python3 -m pipenv [command]"; the "python" command at the beginning varies based on how you activate Python in your shell. To fix and set to "$ pipenv [command]": [example in Git Bash]
$ cd ~
$ code .bash_profile
The first line is necessary as it allows you to access the .bash_profile file. The second line opens .bash_profile in VSCode, so insert your default code editor's command.
At this point you'll want to (in .bash_profile) edit the file, adding this line of code:
alias pipenv='python -m pipenv'
Then save the file and into Git Bash, enter:
$ source .bash_profile
You can then use pipenv as a command anywhere, for example:
$ pipenv shell
Will work.
This method of usage will work for creating commands in Git Bash. For example:
alias python='winpty python.exe'
entered into the .bash_profile and:
$ source .bash_profile
will allow Python to be run as "python".
You're welcome.
On Mac OS X Catalina it appears to follow the Linux path. Using any of:
pip install pipenv
pip3 install pipenv
sudo pip install pipenv
sudo pip3 install pipenv
Essentially installs pipenv here:
/Users/mike/Library/Python/3.7/lib/python/site-packages/pipenv
But its not the executable and so is never found. The only thing that worked for me was
pip install --user pipenv
This seems to result in an __init__.py file in the above directory that has contents to correctly expose the pipenv command.
and everything started working, when all other posted and commented suggestions on this question failed.
The pipenv package certainly seems quite picky.
If you are on MAC
sudo -H pip3 install pipenv
For window users this may be due to conflicting installation with virtualenv. For me it worked when I uninstalled virtualenv and pipenv first, and then install only pipenv.
pip uninstall virtualenv
pip uninstall pipenv
pip install pipenv
Now pipenv install xxx worked for me
After installing pipenv (sudo pip install pipenv), I kept getting the "Command Not Found" error when attempting to run the pipenv shell command.
I finally fixed it with the following code:
pip3 install pipenv
pipenv shell
Here is how I successfully resolved "Pipenv: Command Not Found" on my Mac OSX
You should change the ownership of these directories to your user.
sudo chown -R $(whoami) /usr/local/share
make sure that your user has write permission.
chmod u+w /usr/local/share
Then Consider installing with Homebrew:
brew update
brew install pyenv
This simply solved it for me if you are on windows.
pip install pipenv
Second, replace your <username> in the following paths and add them to the PATH environment variable:
c:\Users\<username>\AppData\Roaming\Python\Python38\Site-Packages
C:\Users\<username>\AppData\Roaming\Python\Python38\Scripts
You need to close the Command Prompt and reopen it.
Third, type the following command to check if the pipenv installed correctly:
pipenv -h
I hope this helps you too!
In this case you just need to add the binary path to your bash. In case you're using ZSH for example you need to edit the.zshrc file as an admind and then add the code mentioned by #charlax on the comments above:
PYTHON_BIN_PATH="$(python3 -m site --user-base)/bin"
PATH="$PATH:$PYTHON_BIN_PATH"
You might consider installing pipenv via pipsi.
curl https://raw.githubusercontent.com/mitsuhiko/pipsi/master/get -pipsi.py | python3
pipsi install pew
pipsi install pipenv
Unfortunately there are some issues with macOS + python3 at the time of writing, see 1, 2. In my case I had to change the bashprompt to #!/Users/einselbst/.local/venvs/pipsi/bin/python
In some cases of old pip version:
sudo easy_install pip
sudo pip install pipenv
First check if pipenv is installed:
pipenv --version
If no version is available on your system, then run the following command to install pipenv
sudo aptitude install pipenv
first install pip using following command
pip3 install pipenv
Now check whether pipenv is showing by using following command
pipenv --version if you see like command not found: pipenv use following commands
Now we have to set the path for pipenv, to do that first we have to find the user base binary directory,
On linux and Mac we can do it as following
python3 -m site --user-base
this command will display something like this
/some_directory/Python/3.9
use the path displayed in your terminal and append /bin at the end, now your path looks like this
/some_directory/Python/3.9/bin
now you have to set the path, if you are using zsh (z shell) type nano ~/.zshrc in the terminal or if you are using code editor like VSCode and path is set for VScode type code ~/.zshrc
if you are using bash use nano ~/.bashrc or code ~/.bashrc
in the file at last add following line
export PATH="$PATH:/somedirectory/Python/3.9/bin"
save the file and exit the terminal
now open new terminal and type pipenv --version you should see something like pipenv, version 2022.10.25
on Windows we can do as following
python -m site --user-site
you should see something like
C:\Users\Username\AppData\Roaming\Python36\site-packages`
now replace site-packages with Scripts.
this could return
C:\Users\Username\AppData\Roaming\Python36\Scripts
You can set your user PATH permanently in the Control Panel. You may need to log out for the PATH changes to take effect.
It's probably installed in your user path.
for instance, if your user(username) is tom check this path
/home/tom/.local/bin/pipenv
if pipenv exists in the path you can move or copy it to the general user path, so you can execute pipenv from all terminal sessions.
cp /home/tom/.local/bin/pipenv /usr/bin/
then you should be able to run pipenv
For me, what worked on Windows was running Command Prompt as administrator and then installing pipenv globally: python -m pip install pipenv.