In subugoe/muggle: Opinionated Devops for R Data Products Strictly Without Magic
Abstract
Between GUI-based reports and scripted data science lies an unproductive valley that combines the worst of both worlds:
poor scaleability and high overhead.
To avoid getting stuck there, small and medium-sized teams must build strategic data products (not one-off scripts) and concentrate on business value (not infrastructure).
{muggle}'s opininated DevOps help with this transition.
It standardises the compute environment in development, testing and deployment on a multi-stage Dockerfile with ONBUILD triggers for lightweight target images and leverages public cloud services (RSPM, GitHub Actions, GitHub Packages).
In contrast to some existing approaches, {muggle} never infers developer intent and has a minimal git footprint.
subugoe/muggle documentation built on Nov. 26, 2021, 11:42 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Abstract
Between GUI-based reports and scripted data science lies an unproductive valley that combines the worst of both worlds: poor scaleability and high overhead. To avoid getting stuck there, small and medium-sized teams must build strategic data products (not one-off scripts) and concentrate on business value (not infrastructure).
{muggle}'s opininated DevOps help with this transition.
It standardises the compute environment in development, testing and deployment on a multi-stage Dockerfile with ONBUILD triggers for lightweight target images and leverages public cloud services (RSPM, GitHub Actions, GitHub Packages).
In contrast to some existing approaches, {muggle} never infers developer intent and has a minimal git footprint.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.