How to enable shell autocompletion automatically after installing a python package - python

I'm writing a CLI application using the python click library, and I want users of my CLI to have shell autocompletion out of the box. Precisely, I want my users to install my CLI using pip install my-cli and after that they would have autocompletion already without having to source any shell file or install any other package.
I already implemented the autocompletion script as shown in the official docs of the click library and automated the autocompletion installation in setup.py. I did it following these instructions
However, in this case, my users would have to install my-cli and then re-source the shell script file (e.g .bashrc for bash).
Precisely, this is what is happening:
open the terminal
run pip install my-cli (I automated installing the completion script here)
users do not have autocompletion yet. Therefore, they should open a new terminal or run source .bashrc (this is the step that I want to automate, if possible)
After that, autocompletion works fine
I don't know if this is possible in my case. I know that I can't source a shell script using python since the python subprocess module will spawn a subprocess and the environment changes will not apply on the current process in this case (correct me if I'm wrong).
On the other way, some packages like git and docker provide autocompletion automatically after installing them. Last time I installed docker and then run docker <Tab> <Tab> I already got a list of the subcommands that I can use. So it would be interesting to know how to achieve this using python.
Interestingly, some other python CLI frameworks like typer provides a way to automatically install autocompletion using a subcommand. However, after running the install command, it shows a message that you should re-source the bash script or open a new terminal in order to get autocompletion, which makes me wonder if it's possible to automate this step, because I'm sure they would have done it if that is the case.

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Importing python packages in Ubuntu server

I have a Ubuntu server with restricted access. There I will be hosting my application.
I trying to run Python scripts which were working with the default packages provided by the server. I want to work with numpy and other modules.
As I cannot install or download or do anything, I created a python server in my local machine (WINDOWS) using WSL to emulate the Linux file system and copied the python environment files to the application directory and deployed in cloud.
The problem is no matter in whatever way I try I cannot import numpy (or any module which I copied). I moved all the site-packages to the location of my Python script (As the current script's path will be there in the system path) and tried to import but no luck.
Please help me with crack this in any possible or impossible way.
I am trying to achieve this for the past 6 days and cannot do it.
Please, I have to achieve this at any cost. I have attached my latest structure.
Thank you in advance.
My Folder structure screenshot:
EDIT:
Ok. Let me get this straight. I have a Linux server (Ubuntu 18.04) where I am hosting an application. From that application, I am calling python scripts for some machine learning purposes. It is restricted server and I cannot access it. The only way that I found out the Linux distro version is through Java code by calling some terminal commands using "ProcessBuilder". As the server is highly restricted I cannot run any of the Linux commands like echo, set, export, sudo, wget/curl,...etc., Since, python3 is already provided by Linux (by default) I am using that python3 command to call my python scripts (from Java code using "ProcessBuilder") and execute them.
If it is a normal script (if I am using python standard libraries) it is working fine. In one of the scripts I am using "numpy". So, I want to import that module. I am doing the development in a windows environment. So, to emulate the Linux file system for importing packages I created a virtual environment in WSL with same Ubuntu version and installed numpy and then replaced all the symlinks inside those packages with the required files. Then I copied the entire environment and pasted in my resources directory (which is in windows environment) and deployed. No luck.
So, I made a zip file for only "site-packages" folder inside that environment. Then I copied the zip file and pasted in my resources folder and deployed. No luck. The error that I always see is "numpy.core._multiarray_umath". All the articles and in GitHub also tell us to re-install the package. But, I cannot install. I don't have any such access.
How can I import numpy without installation? If there is any work around to achieve this please explain, I will do it. Even if it is harder, complex and time-consuming I am okay with it. I want to achieve this.
Let me preface this with:
a warning to please check the AUP (acceptable use policy) of the server you are using, and/or contact the server administrator to make sure you are not violating any rules.
I can think of quite a few reasons why this won't work. If it doesn't, then there may still be workarounds, but they'll be technically complex.
So if I'm understanding you correctly:
You have very limited access to the server; basically only the ability to upload (apparently) and run Java code.
You've also been able to upload Python code and run it through your Java code through ProcessBuild.
You do not have access to log in to a shell, execute arbitrary command other than through ProcessBuild, etc.
Of course, you do not have the ability to install site-packages into the system Python environment.
So ultimately, what you'll probably need to do is something like:
Create a Python3 virtual environment (which doesn't seem to be what you are actually doing) on WSL. By a "Python3 virtual environment", I mean venv, which allows you to create a user-level (not system-level) directory with your packages.
So something like (from inside your project directory):
python3 -v venv venv
source ./venv/bin/activate
Your path will be adjusted so that your python3 and pip3 commands will be found in the venv path. pip3 install numpy will install it into this virtual environment (not the global/system Python).
Upload that entire venv directory to the server. You seem to have some way of doing this already.
You're going to have to have some way of running the Bash shell through ProcessBuilder. Since you have the ability to run python3 through ProcessBuilder, I'm kind of assuming that you will be able to do this as well.
You'll need to (through ProcessBuild) activate the virtual environment on the server, <path_to_project>/venv/bin/activate and, in the same Bash shell run your code.
This will look something like:
bash -c "source ./venv/bin/activate; python3 main.py"

Blender as Python module issues to use

For test purposes,
I tried to install Blender as a Python module in a virtual environment with Python 3.7 to be sure that i can use bpy.
I follow this page for the installation (https://wiki.blender.org/wiki/Building_Blender/Other/BlenderAsPyModule)
I would like at the end, when I wrote a Python script who used blender command to be able to run outside Blender software and to get information when my script finish
So I have multiples questions:
I don't really understand this line of command for Windows and how I can adapt to my virtual environment :
xcopy /E bin\2.81 C:\Python37\2.81
I can't use 'import bpy' command even when I successfully do pip install bpy in the command line ?
For my final goal project, I'm afraid that it's impossible to do because I couldn't find examples or questions related to my project.
Can someone could explain a little if it's possible or interesting to use Blender externally ?

Running Python Scripts with Jenkins

I am looking to schedule my python script runs with jenkins. The issue is, my scripts use a lot of libs like pandas etc that are installed on my mac terminal.
Is there a way to allow Jenkins to pick up these modules (or run the scripts as if it was terminal)? Also is there a way to run Python3 in jenkins?
I have already configured Jenkins to execute from custom workspace and have tried both shell and plugin executions.
The answer is yes, but it is detailed so I can only give you high level steps here. Jenkins can execute command line statements, and python modules can be run from the command line.
I would start by using the begins library to create a python file to run from the command line with arguments. Get it working on your local machine that way.
You will want to use either virtualenv or venv, and do all your pip installs using that virtual environment. Then you can copy the virtual environment to your Jenkins machine, or create a new one. Look into the freeze tool.
When calling your python from jenkins, you must first activate your virtual environment just as if you were working on it yourself.
You have a lot of research to do, but is very doable. I can help with follow up questions if needed.

Unable to run python in CMD

I have recently started learning python using code academy and today I downloaded everything that I thought I would use. I downloaded Python and Atom. I have two separate drives on my computer. An SSD with not much storage and a hard drive with a lot of storage. My Windows is installed on the SSD, but I wanted to download python and atom on the hard drive, so I did so. When I installed Python I made sure to check add to PATH and the environmental variable thing. Now when I go to the command prompt, it shows "C:\Users\Gustavo>" but my python is installed on a different drive. Is there a way I could make this work? Thanks a lot.
There are two ways to install python:
Download directly from the website
Use a package manager
Case 1: Download directly from the website
Go to the python's website to download the version you would like to use.
Install the downloaded file (During the installation you can customize the installation directory)
Make sure to enable "Add python.exe to Path"
After installation has been completed, open your command prompt and type where python. Your python directory should be printed.
If all is good, then typing python should launch python in your command prompt. You can also run python by cd in the directory where your python is located and launch the .exe
You have mentioned about changing path and environmental variables, and that's probably for the purpose of keeping multiple versions of python. If that's the case, there's actually a quick fix for this:
Go to the folder where you installed Python.
Copy the python.exe file, and rename that copy in the same directory as python3.exe (If you installed version 2, then rename as python2.exe).
Now in command prompt type python2 or python3 and you should be able to launch either versions respectively.
Note: If you face issues regarding paths, then you should detail the error messages.
Case 2: Use a package manager
Choose a package manger: chocolatey, scoop, and others.
Check out these links for changing package manager's installation directory, installation method varies by the managers, so you should consult the developers should you experience problems:
chocolatey
scoop
Package managers will manage the versions for you, if you choose to install multiple versions. You should refer to the package manager's website for detailed information. However, you can quickly check the installed version by typing python --version. The python version number should be printed back to you, same applies to python3.
Double check your installation directory by which python
Type python or python3 to run your python of choice.
Lastly, you have mentioned atom. Atom is just a text editor: you can write python codes with it.
When you are done editing, you can open the command prompt and navigate to where your code resides, and type
python filename.py
This will run your code directly from the command prompt. There are many atom plugins available to make this process seamlessly integrated within atom. iPython and Jupyter plugins are first things that comes to my mind, you should specifically check out Hydrogen.

Running a python application from source file without using pip install

There is an application where I downloaded the source code and would like to modify it.
https://github.com/ownaginatious/fbchat-archive-parser
Is there a way to run this program by entered a command such as "python3 main.py" rather than installing the program. When the program is installed, I would simply run the command fbcap.
This project has a setup.py file. The "standard" way to run such a thing is to install it (preferably inside a virtualenv) and then run it. Virtualenvs are cheap and lightweight so it's easy to do.
First, create a virtualenv. This might be slightly different depending on your platform. I presume you're using Python 3 so these instructions should work for you. Let's assume you created it in /tmp/venv1
Activate it using . /tmp/venv1/bin/activate (don't forget the initial .). This also might be different if you're on Windows.
Now install your program using python setup.py install.
Run it using fbcap.
This will allow you to run the program in a clean fresh python environment and when you're done experimenting, you can simply delete the virtualenv directory.

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