Merge branch 'master' of https://github.com/jbcodeforce/python-code

.vscode/launch.json

@@ -4,14 +4,17 @@
     // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
     "version": "0.2.0",
     "configurations": [
+
 
         {
             "name": "Python: Current File",
             "type": "python",
             "request": "launch",
             "program": "${file}",
+            //"module": "unittest",
             "console": "integratedTerminal",
-            "justMyCode": true
+            "justMyCode": true,
+            "env": { "PYTHONPATH": "${workspaceRoot}:${PYTHONPATH}:~/Code/Athena/athena-db/owl-agent-backend/src"}
         }
     ]
 }

docs/index.md

@@ -6,21 +6,21 @@ This repository regroup Python codes and notes from my own self-training and stu
 
 **Advantages:**
 
-* Interpreted with shell to start quickly, more concise language
-* May be now the 1st most used programming language
-* A lot of libraries, used a lot by data scientists
-* Combines functional and Object Oriented Programming.
+* Since 2022 may be the 1st most used programming language
+* A lot of libraries, used a lot by data scientists, data pipeline and web dev.
+* Combines functional and Object Oriented Programming, with support to dynamic class creation and dynamic function call.
+* Language of choices for Machine Learning development
 * Raspberry PI language of choice
 * Even new libraries are done to implement server side user interface, with project like Streamlit, [gradio.app](https://www.gradio.app/docs/), [Nice gui](https://nicegui.io/); [taipy](taipy.io)
 
 **Disadvantages:**
 
-* Slow, not supporting well multi cpu / threading architecture
+* Challenge in type enforcement and validation. Some tools are needed in IDE and adopting library like Pydantic.
 * Not great for mobile and 3D game programming
 
 ## Getting started
 
-See this good [tutorial from Programiz](https://www.programiz.com/python-programming#tutorial)
+See this good [tutorial from Programiz](https://www.programiz.com/python-programming#tutorial).
 
 Python is an interpreted Object Oriented & functional language. It organizes the code in modules.
 Use blank to indent code block. The coding style is known as PEP8.

docs/python/faq.md

@@ -56,6 +56,39 @@ The `__init__.py` file makes Python treat directories containing it as modules.
 pip freeze > requirements.txt
 ```
 
+## Develop a module to be installable with pip
+
+See [this article](https://betterscientificsoftware.github.io/python-for-hpc/tutorials/python-pypi-packaging/), and [Python Packaging User Guide](https://packaging.python.org/en/latest/) summarized as:
+
+1. Create a python package (folder) with the setup.py in it. 
+
+  ```python
+  from setuptools import setup, find_packages
+
+  setup(
+      name="jb_module",
+      version="0.1.0",
+      description="The backend to support hybrid AI",
+      author="Jerome Boyer",
+      packages=find_packages(include=["acme"]),
+      install_requires=['uvicorn', 'fastapi', 'langchain-openai','langchain-anthropic','langchain_ibm','langchain_community',
+  'pydantic','python-multipart','python-dotenv','markdown','chromadb','pypdf'], 
+  )
+  ```
+
+1. `pip3 install setuptool`
+1. install in current virtual env: `pip install .` or `pip install --upgrade .`. Install with `pip uninstall jb_module`
+1. Add a `__init__.py` file under the jb_module folder specify version...
+
+  ```python
+  __version__ = "0.1.0"
+  __author__ = 'Jerome Boyer'
+  __credits__ = ''
+  ```
+1. Create a source distribution with: `python setup.py sdist`, it contains a compressed archive of the package
+1. Install twine to be able to upload to PyPi: `pip install twine`
+1. Push the package to test.pypi.org
+
 ## Access environment variable
 
 Define environment variables in a `.env` file, use os package: