Giter VIP home page Giter VIP logo

cti-data-science's Introduction

Data Science Pipeline

The Data Science Pipeline Documentation can be found here.

Change Log

0.5 - 2021-07-16

  • Removed all the containers and other resources that have been moved to Kubernetes. Kubernetes is now used to run all the containers.

  • Replaced the Spark Worker VMs with Azure Databricks.

  • Replaced the Spark Postgres Facts DB with a Redis cache for improved performance.

  • Fixed some bugs that prevented deploying to Azure US Government Cloud.

0.4.0 - 2021-01-29

  • Added Terraform remote state

  • Separated infrastructure resources from application resources

  • Moved Ansible playbooks to separate repository

  • Created a DevOps Docker container

0.3.0 - 2020-12-09

  • Added documentation on Administration, Deployment, and FAQ.

  • Improved the resiliency of the Spark worker nodes by auto-starting hadoop and yarn on reboot.

  • Updated Spark to 3.0.

  • Locked down SSH access to the VMs.

  • Grafana now stores its information in Consul.

  • Updated existing and added new Grafana Dashboards.

0.2.2 - 2020-10-29

  • Disable anonymous access to the Mosquitto MQTT broker

  • Synchronize Event Hubs creation with creation of their access rules

  • Add Prometheus server and exporters

  • Add pipeline health and status Grafana dashboards

  • Store Jupyter Notebook password in Consul

0.2.1 - 2020-10-07

  • Remove analytics job specific from pipeline repo

  • Tweak HDFS settings to allow multiple jobs on YARN

  • Deployment fixes

0.2.0 - 2020-09-14

  • Deploy three worker nodes managed by YARN

  • Deploy Consul server and use it for storing deployment facts

  • Integrate Grafana visualizations for all data topics

0.1.0 - 2020-05-11

  • Initial release

cti-data-science's People

Contributors

christianrowlands avatar dtufekcic avatar shrapk2 avatar lstroud avatar mattbangert 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.