DevOps for Data Science

Overview

Just working through the book DevOps for Data Science.

Using renv for R, and to setup the python virtual environment
- restore project with renv::restore()
.Rprofile has been modified to use libcurl and pak::pak() to install packages because renv::install() just could not for the life of me install duckdb on pop_os!. YMMV, so check if you need those setting and edit .Rprofile accordingly.
source setup_duckdb.R to setup the duckdb database
source py_setup.R to setup the python environment
source/render model.qmd to serve the model through an API

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
app-api		app-api
eda-basics_files		eda-basics_files
model_files/libs		model_files/libs
py-app-api		py-app-api
renv		renv
.Rprofile		.Rprofile
.gitignore		.gitignore
README.md		README.md
eda-basics.html		eda-basics.html
eda-basics.qmd		eda-basics.qmd
model.html		model.html
model.qmd		model.qmd
py_setup.R		py_setup.R
renv.lock		renv.lock
requirements.txt		requirements.txt
setup_duckdb.R		setup_duckdb.R