If I'm using a regular Terminal with zsh, I can start any conda environment and the python or ipython commands open the "right" version (on a particular conda env it is Python 3.7.7.).
But if I'm on a Terminal under VSCode, I always get a different version, as if it was not assuming the conda environment, although it the prompt shows me the correct conda env.
Any idea on what might be the problem here?
In .vscode/settings.json, you can put the python version required :
{
"python.pythonPath": "/usr/bin/python3"
}
In VS Code, its internal terminal is to integrate the terminal from the system, and it defaults to use the python environment selected in the lower left corner of VS Code when it was created. Therefore, please use the shortcut key Ctrl+Shift+` to open a new VS Code terminal, it will Automatically enter the selected python environment, and for the selected conda environment, it will automatically activate it:
Also, please try to reload VS Code.
Reference: Conda environments in VS Code.
Leaving here the answer as I just found it is a known bug.
https://github.com/microsoft/vscode-python/issues/5764
This happens for non-Windows machine and if the selected interpreter is a conda environment and "terminal.integrated.inheritEnv" is not set. Solution is to set "terminal.integrated.inheritEnv" to false.
Related
I installed Anaconda3 4.4.0 (32 bit) on my Windows 7 Professional machine and imported NumPy and Pandas on Jupyter notebook so I assume Python was installed correctly. But when I type conda list and conda --version in command prompt, it says conda is not recognized as internal or external command.
I have set environment variable for Anaconda3; Variable Name: Path, Variable Value: C:\Users\dipanwita.neogy\Anaconda3
How do I make it work?
I was faced with the same issue in windows 10, Updating the environment variable following steps, it's working fine.
I know It is a lengthy answer for the simple environment setups, I thought it's may be useful for the new window 10 users.
1) Open Anaconda Prompt:
2) Check Conda Installed Location.
where conda
3) Open Advanced System Settings
4) Click on Environment Variables
5) Edit Path
6) Add New Path
C:\Users\RajaRama\Anaconda3\Scripts
C:\Users\RajaRama\Anaconda3
C:\Users\RajaRama\Anaconda3\Library\bin
7) Open Command Prompt and Check Versions
8) After 7th step type
conda install anaconda-navigator in cmd then press y
Although you were offered a good solution by others I think it is helpful to point out what is really happening. As per the Anaconda 4.4 changelog, https://docs.anaconda.com/anaconda/reference/release-notes/#what-s-new-in-anaconda-4-4:
On Windows, the PATH environment variable is no longer changed by default, as this can cause trouble with other software. The recommended approach is to instead use Anaconda Navigator or the Anaconda Command Prompt (located in the Start Menu under “Anaconda”) when you wish to use Anaconda software.
(Note: recent Win 10 does not assume you have privileges to install or update. If the command fails, right-click on the Anaconda Command Prompt, choose "More", chose "Run as administrator")
This is a change from previous installations. It is suggested to use Navigator or the Anaconda Prompt although you can always add it to your PATH as well. During the install the box to add Anaconda to the PATH is now unchecked but you can select it.
I found the solution.
Variable value should be C:\Users\dipanwita.neogy\Anaconda3\Scripts
When you install anaconda on windows now, it doesn't automatically add Python or Conda to your path.
While during the installation process you can check this box, you can also add python and/or python to your path manually (as you can see below the image)
If you don’t know where your conda and/or python is, you type the following commands into your anaconda prompt
where python
where conda
Next, you can add Python and Conda to your path by using the setx command in your command prompt (replace C:\Users\mgalarnyk\Anaconda2 with the results you got when running where python and where conda).
SETX PATH "%PATH%;C:\Users\mgalarnyk\Anaconda2\Scripts;C:\Users\mgalarnyk\Anaconda2"
Next close that command prompt and open a new one. Congrats you can now use conda and python
Source: https://medium.com/#GalarnykMichael/install-python-on-windows-anaconda-c63c7c3d1444
Just to be clear, you need to go to the controlpanel\System\Advanced system settings\Environment Variables\Path,
then hit edit and add:
C:Users\user.user\Anaconda3\Scripts
to the end and restart the cmd line
In addition to adding C:\Users\yourusername\Anaconda3 and C:\Users\yourusername\Anaconda3\Scripts, as recommended by Raja (above), also add C:\Users\yourusername\Anaconda3\Library\bin to your path variable. This will prevent an SSL error that is bound to happen if you're performing this on a fresh install of Anaconda.
If you have a newer version of the Anaconda Navigator, open the Anaconda Prompt program that came in the install. Type all the usual conda update/conda install commands there.
I think the answers above explain this, but I could have used a very simple instruction like this. Perhaps it will help others.
Go To anaconda prompt(type "anaconda" in search box in your laptop). type following commands
where conda
add that location to your environment path variables. Close the cmd and open it again
This problem arose for me when I installed Anaconda multiple times. I was careful to do an uninstall but there are some things that the uninstall process doesn't undo.
In my case, I needed to remove a file Microsoft.PowerShell_profile.ps1 from ~\Documents\WindowsPowerShell\. I identified that this file was the culprit by opening it in a text editor. I saw that it referenced the old installation location C:\Anaconda3\.
For conda --version greater than 4.6, from the base of your Anaconda promt, run
conda update conda
conda init
This will update your conda root environment and setup the stuff you need to run it on both cwd and powershell.
After this, you can start any terminal and it will be conda ready.
If you don't want to add Anaconda to env. path and you are using Windows try this:
Open cmd;
Type path to your folder instalation. It's something like:
C:\Users\your_home folder\Anaconda3\Scripts
Test Anaconda, for exemple type conda --version.
Update Anaconda: conda update conda or conda update --all or conda update anaconda.
Update Spyder:
conda update qt pyqt
conda update spyder
I have Windows 10 64 bit, this worked for me,
This solution can work for both (Anaconda/MiniConda) distributions.
First of all try to uninstall anaconda/miniconda which is causing problem.
After that delete '.anaconda' and '.conda' folders from 'C:\Users\'
If you have any antivirus software installed then try to exclude all the folders,subfolders inside 'C:\ProgramData\Anaconda3\' from
Behaviour detection.
Virus detection.
DNA scan.
Suspicious files scan.
Any other virus protection mode.
*(Note: 'C:\ProgramData\Anaconda3' this folder is default installation folder, you can change it just replace your excluded path at installation destination prompt while installing Anaconda)*
Now install Anaconda with admin privileges.
Set the installation path as 'C:\ProgramData\Anaconda3' or you can specify your custom path just remember it should not contain any white space and it should be excluded from virus detection.
At Advanced Installation Options you can check "Add Anaconda to my PATH environment variable(optional)" and "Register Anaconda as my default Python 3.6"
Install it with further default settings. Click on finish after done.
Restart your computer.
Now open Command prompt or Anaconda prompt and check installation using following command
conda list
If you get any package list then the anaconda/miniconda is successfully installed.
I have just launched anaconda-navigator and run the conda commands from there.
For those who didn't check "Add Anaconda to my PATH environment variable". In Windows 10 it looks like that:
5 paths:
C:\Users\shtosh\anaconda3
C:\Users\shtosh\anaconda3\Library\mingw-w64\bin
C:\Users\shtosh\anaconda3\Library\usr\bin
C:\Users\shtosh\anaconda3\Library\bin
C:\Users\shtosh\anaconda3\Scripts
if you use chocolatey, conda is in C:\tools\Anaconda3\Scripts
I had this problem in windows. Most of the answers are not as recommended by anaconda, you should not add the path to the environment variables as it can break other things. Instead you should use anaconda prompt as mentioned in the top answer.
However, this may also break. In this case right click on the shortcut, go to shortcut tab, and the target value should read something like:
%windir%\System32\cmd.exe "/K" C:\Users\myUser\Anaconda3\Scripts\activate.bat C:\Users\myUser\Anaconda3
I am using VSCodes terminal pane. I activate a conda environment. For some reason, the python command is still set to /usr/bin/python, instead of the correct path to the conda environment.
% conda activate myenv
% which python
/usr/bin/python
The correct anaconda environment directory does seem to be in the $PATH variable, but /usr/bin seems above it in priority.
When I open a standard terminal through the OS, the behavior is as I expect.
% conda activate myenv
% which python
/Users/cpl/anaconda3/envs/myenv/bin/python
Please note: I have already set the VSCode preferences key python.pythonPath to /Users/cpl/anaconda3/envs/myenv/bin/python, and I think that it works correctly. When I run a file through right-clicking and selecting Run Python File In Terminal, the correct python (from the conda environment) is executed. My problem is using the VSCode terminal directly to execute python.
My shell is zsh, and I am using OSX. Any advice?
This behavior is explained in the VSCode docs:
Why are there duplicate paths in the terminal's $PATH environment variable and/or why are they reversed?#
It sounds like VSCode will run your .zshrc twice in MacOS, conflicting with the conda-generated PATH variable definitions.
There are two solutions listed in the link above. The one that works for me is to set the VSCode setting "terminal.integrated.inheritEnv": false. The documentation warns that all of your environmental variables will be stripped if you do this. However, I find I still have my custom variables defined in the .zshrc file.
It is worth noting that recent versions of VSCode will prompt you when it detects you are using a conda environment, and suggests making this change.
I don't use zsh, but I've run into this issue in bash and I believe the cause is the same.
Conda has recently changed the "official" method of activating environments, as described in this issue: https://github.com/Microsoft/vscode-python/issues/1882
Before, you needed to modify your .bashrc/.zshrc to prepend PATH with the directory of conda's activate script, and then activate specific environments by typing source activate name_of_env. VSCode-Python activates conda terminals by sending this command to the shell — with visible echo, like you typed it yourself.
The new method is to source $HOME/anaconda3/etc/profile.d/conda.sh in .bashrc and then activate environments with conda activate name_of_env, which is the behavior you're seeing work correctly in a dedicated terminal. VSCode-Python does not yet support this, and there appear to be issues with cross-platform support on Windows that are complicating the transition.
The best solution for now is to ignore the "correct" method of conda activate and consistently use the older source activate name_of_env, which still works (if your PATH is set to include $HOME/anaconda3/bin).
A dark magic below may work:-
In my Big Sur, I added the following empty entry to my settings.json -- can be found at File(Windows)/Code(Mac)>Preferences>Settings -- click on any link stated "Edit in settings.json"
"terminal.integrated.env.osx": {
"PATH": ""
}
All the best!
If anyone else in the future ends up scratching their heads over this particular problem, I’ve found another culprit:
Terminal>Integrated>Env: Enable Persistent Sessions
I suspect what happens is that after you update system paths, VScode caches the old path in the terminal and persists it. In this case it persists the old python path rather than the new conda one.
Toggling this option off and restarting VSCode clears that cache, and the new path is loaded in. You can also toggle the option back on after you’re done.
I was put off because conda info --envs does NOT display the same thing that my terminal does. Terminal:
(automl) brandBrandoParetoopareto~/anaconda3/envs $ conda info --envs
# conda environments:
#
base /Users/brandBrandoParetoopareto/anaconda3
automl * /Users/brandBrandoParetoopareto/anaconda3/envs/automl
coqgym /Users/brandBrandoParetoopareto/anaconda3/envs/coqgym
vscode integrated terminal outpute:
(automl) brandBrandoParetoopareto~/ultimate-utils $ conda info --envs
# conda environments:
#
/Users/brandBrandoParetoopareto/anaconda3
base * /Users/brandBrandoParetoopareto/anaconda3/envs/automl
/Users/brandBrandoParetoopareto/anaconda3/envs/coqgym
it is really strange because it seems to be using the right env which I would have not know because in the debugger window it does not show (automl) but says (base) but points to the right env (In fact the previous command output if you read it carefully says it's using (automl) but then it's actually using base BUT it seems to be pointing to the right environment!?!? But wrong names).
This seems like weird behavior does anyone know how to fix this or if it's causing other unexpected issues?
Perhaps this should be posted in vscode issues but I couldn't figure out which one since there is a vscode and a vscode-python one too.
Related issue:
I initially saw this issue Conda and Visual Studio Code debugging because I thought since it was pointing at base (or at least displaying wrong names) that it didn't recognize or know where my conda path was so that question seemed useful but ended up not fixing the naming issues.
Initially I also thought that it might have been related to a conda init issue I had exactly 30 days ago but it wasn't related unfortuantely Why is conda init updating my .bash_profile incorrectly?
Per comment request to check inheritEnv (to get to it go to settings then in search bar type inheritEnv):
the box is unchecked which I assume means "terminal.integrated.inheritEnv" is set to false
The weird thing I am seeing now is that:
the bottom conda right option to select environments, the environment I want to use does NOT appear. Even when I paste the path to it's option it does not work.
When I start a new terminal, somehow it decides to activate base by it's own eventhough my zsh already starts using the correct environment. Why is that? But even when I do zsh to start a new prompt, the bottom left does not seem to point to the right conda env.
My recommendation would be to simply set VS Code to use the shell you are using normally:
How to change the integrated terminal in visual studio code or VSCode
Have you set the python environment in VScode? If not explicitly it picks the first python it can find according to it's python search algorithm.
The Status Bar always shows the current interpreter.
To select a specific environment, use the Python: Select Interpreter command from the Command Palette (Ctrl+Shift+P).
This interpreter will be saved in the workspace settings:
Selecting an interpreter from the list adds an entry for python.pythonPath with the path to the interpreter inside your Workspace Settings. Because the path is part of the workspace settings, the same environment should already be selected whenever you open that workspace. If you'd like to set up a default interpreter for your applications, you can instead add an entry for python.pythonPath manually inside your User Settings. To do so, open the Command Palette (Ctrl+Shift+P) and enter Preferences: Open User Settings. Then set python.pythonPath, which is in the Python extension section of User Settings, with the appropriate interpreter.
Caveats:
Conda environments can't be automatically activated in the VS Code Integrated Terminal if the default shell is set to PowerShell. To change the shell, see Integrated terminal - Configuration.
Conda environment in your project will be used, but only if the conda environment contains the python interpreter, by setting python= when creating the conda environment:
conda create -n env-01 python=3.4
For further details check the python environments section of the VSCode documentation.
https://code.visualstudio.com/docs/python/environments
I'm trying to make PyLint automagically use correct conda environment inside vscode but still getting import errors: [pylint] E0401:Unable to import 'django', although:
I'm starting vscode from correct environment. [1]
I have installed Python extension. [2]
I have set correct python.path. [3]
You have to install pylint in this conda environment.
Activate given environment with activate env_name (Windows) or source activate env_name.
Install pylint in this environment:
conda install pylint # or 'pip install pylint'
Finally, restart vscode.
Source: https://github.com/DonJayamanne/pythonVSCode/wiki/Troubleshooting-Linting
Even after correct installation of python and pylint faced the issue due to wrong configuration of pylintArgs in visual studio code.
With below user settings got the issue resolved
"python.linting.pylintArgs": [
"--load-plugins",
"pylint_django"
]
You just need to make sure your working within the same virtual environment you created with conda itself. Basically you need to enable the "Python: Enable Linting command". Normally at the bottom left hand corner, VS Code will tell you what environment you are working within. If you open VS Code via the anaconda-navigator GUI (even if you opened it with the right corresponding environment). VS Code, by default opens the editor using the (base) conda environment. This could perhaps be the confusion. The Linting is ironically doing just what it is intended to do. Via that prompt in that bottom left hand corner, just change the environment to the one you custom made for your project. Close the editor, and completely shut down the anaconda-navigator GUI. Just update & upgrade your system using the terminal (if you are using a Linux-based OS). Quickly update conda, just to make sure nothing goes wrong. Restart anaconda-navigator, and open VS Code. If you run the internal terminal of the editor, you will see it open via the (base) environment, and automatically it will change to the correct corresponding conda environment, doing so by itself;
source /home/user/anaconda3/bin/activate
(base) user#machine:~$ source /home/user/anaconda3/bin/activate
(base) user#machine:~$ conda activate your_env
(your_env) user#machine:~$
PS - I personally find using the Anaconda Navigator makes my life a lot more easier.
Maybe for further reading just swizz through VS Code Documentation https://code.visualstudio.com/docs/python/linting . HapPy HaCkiNG!
I have Anaconda working on my system and VsCode working, but how do I get VsCode to activate a specific environment when running my python script?
Simply use
shift + cmd + P
Search Select Interpreter
Select it and it will show you the list of your virtual environment created via conda and other python versions
select the environment and you are ready to go.
Quoting the 'Select and activate an environment' docs
Selecting an interpreter from the list adds an entry for python.pythonPath with
the path to the interpreter inside your Workspace Settings.
If Anaconda is your default Python install then it just works if you install the Microsoft Python extension.
The following should work regardless of Python editor or if you need to point to a specific install:
In settings.json edit python.path with something like
"python.pythonPath": "C:\\Anaconda3\\envs\\py34\\python.exe"
Instructions to edit settings.json
Setting python.pythonPath in VSCode's settings.json file doesn't work for me, but another method does. According to the Anaconda documentation at Microsoft Visual Studio Code (VS Code):
When you launch VS Code from Navigator, VS Code is configured to use the Python interpreter in the currently selected environment.
The best option I found is to set the python.venvPath parameter in vscode settings to your anaconda envs folder.
"python.venvPath": "/Users/[...]/Anaconda3/envs"
Then if you bring up the command palette (ctl + shift + P on windows/linux, cmd + shift + P on mac) and type Python: Select Workspace Interpreter all your envs will show up and you can select which env to use.
The python extension will also need to be installed for the Select Workspace Interpreter option.
Note: The Select Workspace Interpreter takes around 10 seconds to come up on my computer using the current version of VSCode.
Although approved answer is correct, I want to show a bit different approach (based on this answer).
Vscode can automatically choose correct anaconda environment if you start vscode from it. Just add to user/workspace settings:
{
"python.pythonPath": "C:/<proper anaconda path>/Anaconda3/envs/${env:CONDA_DEFAULT_ENV}/python"
}
It works on Windows, macOS and probably Unix. Further read on variable substitution in vscode: here.
Unfortunately, this does not work on macOS. Despite the fact that I have export CONDA_DEFAULT_ENV='$HOME/anaconda3/envs/dev' in my .zshrc and "python.pythonPath": "${env.CONDA_DEFAULT_ENV}/bin/python",
in my VSCode prefs, the built-in terminal does not use that environment's Python, even if I have started VSCode from the command line where that variable is set.
Just launch the VS Code from the Anaconda Navigator. It works for me.
Find a note here: https://code.visualstudio.com/docs/python/environments#_conda-environments
As noted earlier, the Python extension automatically detects existing
conda environments provided that the environment contains a Python
interpreter. For example, the following command creates a conda
environment with the Python 3.4 interpreter and several libraries,
which VS Code then shows in the list of available interpreters:
conda create -n env-01 python=3.4 scipy=0.15.0 astroid babel
In contrast, if you fail to specify an interpreter, as with conda create
--name env-00, the environment won't appear in the list.
If you need an independent environment for your project:
Install your environment to your project folder using the --prefix option:
conda create --prefix C:\your\workspace\root\awesomeEnv\ python=3
In VSCode launch.json configuration set your "pythonPath" to:
"pythonPath":"${workspaceRoot}/awesomeEnv/python.exe"
Python Path is now deprecated and now you should set Conda Path instead. This way you can pick different environements on the fly.
Click ctrl + , then search for Conda Path and add absolute path to script, e.g.:
C:\Users\{myUser}\miniconda3\Scripts\conda.exe
Pick specific environment for each project in bottom left corner or through Command Pallete (ctrl + Shift + P -> search Python: Select Interpreter)
The simplest way to do it -
First open up terminal or command line and navigate to the project directory where you created the virtual environment.
Then activate the virtual environment with the command
conda activate venv_name
Once activated, in terminal type -
code .
This will open the vscode with the activated virtual environment. Look at the bottom of the pic. The dot after code . tells terminal to open the current directory in vscode.
I found out that if we do not specify which python version we want the environment which is created is completely empty. Thus, to resolve this issue what I did is that I gave the python version as well. i.e
conda create --name env_name python=3.6
so what it does now is that it installs python 3.6 and now we can select the interpreter. For that follow the below-mentioned steps:
Firstly, open the command palette using Ctrl + Shift + P
Secondly, Select Python: select Interpreter
Now, Select Enter interpreter path
We have to add the path where the env is, the default location will be
C:\Users\YourUserName\Anaconda3\envs\env_name
Finally, you have successfully activated your environment.
It might now be the best way but it worked for me. Let me know if there is any issue.
I found a hacky solution replace your environment variable for the original python file so instead it can just call from the python.exe from your anaconda folder, so when you reference python it will reference anaconda's python.
So your only python path in env var should be like:
"C:\Anaconda3\envs\py34\", or wherever the python executable lives
If you need more details I don't mind explaining. :)
As I was not able to solve my problem by suggested ways, I will share how I fixed it.
First of all, even if I was able to activate an environment, the corresponding environment folder was not present in C:\ProgramData\Anaconda3\envs directory.
So I created a new anaconda environment using Anaconda prompt,
a new folder named same as your given environment name will be created in the envs folder.
Next, I activated that environment in Anaconda prompt.
Installed python with conda install python command.
Then on anaconda navigator, selected the newly created environment in the 'Applications on' menu.
Launched vscode through Anaconda navigator.
Now as suggested by other answers, in vscode, opened command palette with Ctrl + Shift + P keyboard shortcut.
Searched and selected Python: Select Interpreter
If the interpreter with newly created environment isn't listed out there, select Enter Interpreter Path and choose the newly created python.exe which is located similar to C:\ProgramData\Anaconda3\envs\<your-new-env>\ .
So the total path will look like C:\ProgramData\Anaconda3\envs\<your-nev-env>\python.exe
Next time onwards the interpreter will be automatically listed among other interpreters.
Now you might see your selected conda environment at bottom left side in vscode.
"python.pythonPath" is deprecated, quote from vscode:
The "python.pythonPath" setting in your settings.json is no longer
used by the Python extension. If you want, you can use a new setting
called "python.defaultInterpreterPath" instead. Keep in mind that you
need to change the value of this setting manually as the Python
extension doesn’t modify it when you change interpreters. Learn more.
Thus, IF you want to assign the path manually (not reccommended, as explained above), open the "settings.json" of your workspace or the default one and use
{
"python.defaultInterpreterPath": "C:\\Users\\MYUSER\\anaconda3\\envs\\testenv\\python.exe"
}