Code Monkey home page Code Monkey logo

fun-times-in-python's Introduction

fun-times-in-python

  1. Scrape financial data
  2. Process and store in a postgres instance
  3. Run data science models
  • Maintain everything in docker containers
  • Execute tasks in airflow

Misc Commands

Python

From dockerfile
sudo docker build . --tag py-dw-stocks
sudo docker run -it --name py-temp -v /media/nautilus/fun-times-in-python:/usr/src/app -v /media/nautilus/raw-files:/mnt --network bridge py-dw-stocks
docker run -it --name py-temp -v /Users/rickbetzler/personal/fun-times-in-python:/usr/src/app -v /Users/rickbetzler/personal/raw_files:/mnt --network local-network py-dw-stocks
Run a python script
docker exec py-temp python /home/utilities/test_dag_script.py
docker run -it --network bridge -v /media/nautilus/fun-times-in-python:/usr/src/app py-dw-stocks bash

Postgres

Docker build is too painful
sudo docker pull postgres
sudo docker run -d -p 5432:5432 --name dw-stocks -e POSTGRES_PASSWORD=password -v /media/nautilus/docks/postgres:/var/lib/postgresql/data -v /media/nautilus/fun-times-in-python:/mnt -v /mnt:/media --network bridge postgres
docker run -d -p 5432:5432 --name dw-stocks -e POSTGRES_PASSWORD=password -v /Users/rickbetzler/personal/docks/postgres:/var/lib/postgresql/data --network local-network postgres

also run: create tablespace ssd_tablespace location '/media/dw-stocks-tablespace';

Airflow

From dockerfile
docker build . --tag airflow
docker run --name airflow-prod -p 8080:8080 -v /media/nautilus/fun-times-in-python/dags:/usr/local/airflow/dags -v /var/run/docker.sock:/var/run/docker.sock:ro -td --network bridge airflow

Manual airflow setup:

# Airflow host permissions
sudo chmod 777 /var/run/docker.sock

# Create airflow user in postgres
create user airflow password 'airflow';
grant all privileges on all tables in schema public to airflow;

# Run airflow init
airflow initdb
Start container, access terminal
sudo docker start airflow-prod
sudo docker exec -it airflow-prod bash

Pytorch

sudo docker build . --tag pytorch
docker run -it --name pytorch-gpu --runtime=nvidia -p 8888:8888 -e NVIDIA_VISIBLE_DEVICES=all -v /media/nautilus/fun-times-in-python:/usr/src/app --network bridge pytorch
jupyter lab --ip=0.0.0.0 --port=8888 --notebook-dir=/usr/src/app

Jupyter Sans GPU

sudo docker build . --tag jupyter
docker run -it --name jupyter-explorer -p 8888:8888 -v /Users/rickbetzler/personal/fun-times-in-python:/usr/src/app --network bridge jupyter
jupyter lab --ip=0.0.0.0 --port=8888 --notebook-dir=/usr/src/app --allow-root

fun-times-in-python's People

Contributors

rbetzler avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.