markgreene74

PyMC

Excerpt from the README.rst with some useful pointers:

Getting started

If you already know about Bayesian statistics:

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steps

• check the current channel

  sudo nix-channel --list
  

• (optional) set a new channel

  sudo nix-channel --remove nixos
  

sudo nix-channel --add https://nixos.org/channels/nixos-XX.YY nixos

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My solutions to rustlings are kept in a branch in my fork of the repo (markgreene74/rustlings:solutions), and also in a separate repo rustlings_solutions. After a rebase of the branch to main some solutions need to be modified and the changes pushed.

This simple bash script can be used to find the file modified so that thay can also be updated in rustlings_solutions.

cd github

for src_file in $(find rustlings/exercises -type f -name "*.rs"); do \
  dst_file=$(echo ${src_file} | sed 's/rustlings/rustlings_solutions/')
 echo "Comparing ${src_file} and ${dst_file}";

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>>> l = list(range(10))
>>> def f(l,d=False):
...　 for i in l:
...　　 if d:
...　　　 l.remove(i)
...　　 else:
...　　　 yield i
... 
>>> list(f(l))

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what is git

What is git and why is it so widely used?

git is a very powerful version control system, but it's not the only one. You may have heard of mercurial, subversion, CVS ...

In simple and practical terms, it solves two very real problems:

• how can I keep track of the codebase I am working on
• how can I collaborate with other programmers/engineers/data scientist making changes on the same piece of code

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# https://github.com/<USERNAME>/<REPOSITORY>/settings/branches 

git branch -m master <BRANCH>
git fetch origin
git branch -u origin/<BRANCH> <BRANCH>

# example, change from master to main

git branch -m master main
git fetch origin

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# https://github.com/pypa/pipenv

pip install --upgrade pip --user
pip install --upgrade pipenv --user

# https://pipenv.pypa.io/en/latest/install/#installing-packages-for-your-project

cd myproject
# install packages
pipenv install requests

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A simple Python in docker workflow

Build the container

Create the dockerfile

$ cat ~/docker/Dockerfile 
FROM python:3
RUN apt-get update && apt-get install -y vim

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kubectl cluster-info
kubectl config view
kubectl describe nodes
kubectl describe pods --all-namespaces
kubectl get services --all-namespaces
kubectl api-resources -o wide

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(env) [lon1-01 tmp]$ cat something.py
def afunction(arg=None):
    counter = 0
    try:
        arg += 1
    except:
        # do nothing, increase the counter
        counter += 1
    return counter