markdown Docker，Kubernetes，AWS，DevOps链接

Posted 2021-05-06

## Docker 

### Dockerfile and building images

* Dockerfile checking & linting online: https://www.fromlatest.io/#/
* Where are Docker images stored (very good blog): http://blog.thoward37.me/articles/where-are-docker-images-stored/
* Dockerfile reference: https://docs.docker.com/engine/reference/builder/#usage
* Multi-stage builds: https://docs.docker.com/develop/develop-images/multistage-build/
* Best practices for writing Dockerfiles: https://docs.docker.com/develop/develop-images/dockerfile_best-practices/
* Michael Crosby: Dockerfile best practices: http://crosbymichael.com/dockerfile-best-practices.html
* Fun with Multi-stage Dockerfiles: https://medium.com/kokster/fun-with-multi-stage-dockerfiles-7da7f11403d2

### Volumes, Data Containers, Persistence

* http://www.tricksofthetrades.net/2016/03/14/docker-data-volumes/
* Docker and Python: https://djangostars.com/blog/what-is-docker-and-how-to-use-it-with-python/ 
* Configuring and Running Django+Celery in Docker Containers: https://blog.syncano.io/configuring-running-django-celery-docker-containers-pt-1/
* ENTRYPOING vs CMD: https://www.ctl.io/developers/blog/post/dockerfile-entrypoint-vs-cmd/

### Docker Compose:

* Quick start: Compose & Django: https://docs.docker.com/compose/django/
* Docker Compose + GPU + TensorFlow: https://hackernoon.com/docker-compose-gpu-tensorflow-%EF%B8%8F-a0e2011d36

### Dev Environment

* Improving data science workflow with docker: https://unsupervisedpandas.com/data-science/docker-for-data-science/
* How Docker can help you become a more Effective data scientist: https://towardsdatascience.com/how-docker-can-help-you-become-a-more-effective-data-scientist-7fc048ef91d5
* Jupyter Data Science stack + Docker: https://towardsdatascience.com/jupyter-data-science-stack-docker-in-under-15-minutes-19d8f822bd45 

### Build (online) & Deployment

#### Docker Swarm & Kubernetes oriented:

##### Docker Compose/ Docker Swarm:

* How to install & configure Docker Swarm on Ubuntu: https://www.dataquest.io/blog/install-and-configure-docker-swarm-on-ubuntu/
* Scalable & Resilient Django with Kubernetes (docker, google cloud): https://harishnarayanan.org/writing/kubernetes-django
* Jenkins, Kubernetes, Docker CI/CD: https://akomljen.com/set-up-jenkins-ci-cd-pipeline-with-kubernetes/
* Jenkins, Kubernetes, Docker CI/CD youtube video: https://www.youtube.com/watch?v=f3I0izerPvc

##### Kubernetes (No Docker):

* GPUs & Kubernetes for Deep Learning (Part 1/3): https://hackernoon.com/gpus-kubernetes-for-deep-learning-part-1-3-d8eebe0dd6fe

##### Others

* Deploying a full Django stack with Docker-Compose: https://www.capside.com/labs/deploying-full-django-stack-with-docker-compose/
* Hitchhiker's Guide to AWS ECS & Docker: https://awsdevops.io/p/hitchhikers-video-guide-aws-docker/
* NVIDIA Docker: GPU Server Application Deployment Made Easy: https://devblogs.nvidia.com/nvidia-docker-gpu-server-application-deployment-made-easy/
* Configure automated builds on Docker Hub: https://docs.docker.com/docker-hub/builds/
* Angular 5: CI & CD (Continuous Integration/ Delivery with Docker: http://www.corradin.net/index.php/2017/11/angular-5-ci-and-cd-with-docker/
* Monitoring Containerized Applications with Dynatrace (don't know if it is valid with Kubernetes):
	- youtube video: https://www.youtube.com/watch?v=B_oWkBjH-Uk
	- webpage: https://www.dynatrace.com/
* Docker serverless deployment (AWS Lambda, Apache OpenWhisk (IBM)) etc:
	- docker-aws-lambda: https://github.com/vladgolubev/docker-in-aws-lambda
	- Dockerhub for Apache OpenWhisk: https://hub.docker.com/u/openwhisk/

### Remote debugging:

* Remote debugging: https://donjayamanne.github.io/pythonVSCodeDocs/docs/debugging_remote-debugging/
* Remote debugging in Docker for Django apps: https://gist.github.com/veuncent/1e7fcfe891883dfc52516443a008cfcb
* Live debuggin with Docker: https://blog.docker.com/2016/07/live-debugging-docker/

### Tutorials:

* Create a dev environment using Docker-Compose: https://www.youtube.com/watch?v=Soh2k8lCXCA

### Docker Microservices combinations

#### APIs etc.

* Tensorflow, webpy, Docker - production ready AI product (with REST API using webpy): https://medium.com/botsupply/tensorflow-docker-production-ready-ai-product-ae30435ad8e9

#### django-uwsgi

* DOCKERIZING DJANGO, UWSGI AND POSTGRES THE SERIOUS WAY http://www.eidel.io/2017/07/10/dockerizing-django-uwsgi-postgres/
* A Production-ready Dockerfile for Your Python/Django App https://www.caktusgroup.com/blog/2017/03/14/production-ready-dockerfile-your-python-django-app/
* Minimal Python deployment on Docker using uWSGI: https://medium.com/@greut/minimal-python-deployment-on-docker-with-uwsgi-bc5aa89b3d35

#### django celery rabbitmq zeromq redis django-channels etc.

* Ruddra's 3 part blog (not all details are good)
	- http://ruddra.com/2016/08/14/docker-django-nginx-postgres/
	- http://ruddra.com/2016/11/02/serve-static-files-by-nginx-from-django-using-docker/
	- http://ruddra.com/2016/11/14/docker-do-stuff-using-celery-using-redis-as-broker/
* Configuring and Running Django + Celery in Docker Containers https://blog.syncano.io/configuring-running-django-celery-docker-containers-pt-1/
* dj-channels and docker: http://adolgarev.blogspot.co.uk/2016/07/django-channels-is-promising-but-not.html
* How to build docker cluster with celery and RabbitMQ in 10 minutes: https://medium.com/@tonywangcn/how-to-build-docker-cluster-with-celery-and-rabbitmq-in-10-minutes-13fc74d21730
* docker-compose-django-postgresql-redis-example: https://github.com/pahaz/docker-compose-django-postgresql-redis-example/tree/master/sources
* Setup Microservices Architecture in Python with ZeroMQ & Docker: http://blog.apcelent.com/how-to-setup-microservices-python-zeromq-docker-example.html

#### Flask

* Docker Python Postgres Flask React (REST): https://testdriven.io/part-one-intro

#### Spark

* Running Spark applications in Docker containers: https://dzone.com/articles/running-apache-spark-applications-in-docker-contai