README.md

RStudio Demos

A repo containing links to my favourite RStudio demo repos and documentation

Content

Applications

Type	Content	Links
R	Shiny	Code | Solo View | Dashboard View
Python	Streamlit	Code | Solo View | Dashboard View
Python	Dash	Code | Solo View | Dashboard View
Python	Dash multi-page	Code | Solo View | Dashboard View
Python	Bokeh	...
Python	Shiny for Python	...

Documents

Type	Content	Links
R	R Markdown	Code | Solo View | Dashboard View
R	Connect Widgets	Code | Solo View | Dashboard View
R	Quarto	Code | Solo View | Dashboard View
R	Blastula	Code | Solo View | Dashboard View
Python	Jupyter Notebook	Code | Solo View | Dashboard View

APIs

Type	Content	Links
R	Plumber API	Code | Solo View | Dashboard View
R	Plumber Tableau	Code | Solo View | Dashboard View | Tableau Deployment
Python	FastAPI	Code | Solo View | Dashboard View
Python	Flask	...
Python	Flask Webapp	Code | Solo View | Dashboard View
Python	Vetiver	Code

Pins

Type	Content	Links
R	Pins	Code | Solo View | Dashboard View
Python	Pins	...

Projects

Bike share

The bike share demo:

• To see all content on Connect filter on the tag Bike Predict
• View the Connect Widgets Dashboard:
  • Solo View
  • Dashboard View
• Source code: https://github.com/sol-eng/bike_predict

Docs

Links to my most commonly reference documentation.

Architecture

• Platform Support
• Configuration and sizing recommendations
• Shimmer: Shiny sizing simulation
• RStudio Professional Product Root & Privileged Requirements
• Environment Management Strategy Map
• Managing libraries for RStudio Workbench / RStudio Server

Product

Connect

• Scaling and Performance Tuning in RStudio Connect

Package Manager

• RStudio Package Manager and Artifactory
• Posit Package Manager and Sonatype Nexus Repository

Cloud

General

• RStudio in the Cloud
• Where Does RStudio Fit into Your Cloud Strategy?
• Why Data Science in the Cloud? (Webinar)
• RStudio Cloud Marketplace Offers

Databricks

• Using sparklyr with Databricks
• Option 1 - Connecting to Databricks remotely
• Option 2 - Working inside of Databricks

AWS

• https://www.rstudio.com/sagemaker/
• Get started with RStudio on Amazon SageMaker (AWS Docs)
• Manage RStudio on Amazon SageMaker (AWS Docs)
• Use RStudio on Amazon SageMaker (AWS Docs)

Azure

• https://www.rstudio.com/azure-ml/
• Announcing RStudio for Microsoft Azure ML
• Add RStudio to Azure ML (Azure Docs)
• Azure Marketplace
  • RStudio Workbench Standard for Azure
  • RStudio Connect
  • FAQ for RStudio Connect Azure

Pro Product Cheat Sheet

Workbench

# --------------------------
# Stop, Start, Status
# --------------------------
sudo systemctl start rstudio-server
sudo systemctl stop rstudio-server
sudo systemctl status rstudio-server
# Or... you can use the rstudio-server utility installed at /usr/bin 
# (https://docs.posit.co/ide/server-pro/reference/rstudio_server_cli.html)
sudo rstudio-server restart # start, stop, status, etc.

# --------------------------
# CLIs
# --------------------------
# https://docs.posit.co/ide/server-pro/reference/rstudio_server_cli.html
rstudio-server

# --------------------------
# Logs
# --------------------------
sudo tail -n 50 /var/log/rstudio/rstudio-server/rserver.log
sudo tail -n 50 /var/log/rstudio/rstudio-server/rserver-http-error.log
sudo tail -n 50 /var/log/rstudio/launcher/rstudio-launcher.log
sudo tail -n 50 ~/.local/share/rstudio/log
sudo journalctl # need to figure this one out

# --------------------------
# License Management
# --------------------------

# --------------------------
# User Management
# --------------------------

Connect

# --------------------------
# Stop, Start, Status
# --------------------------
sudo systemctl start rstudio-connect
sudo systemctl stop rstudio-connect
sudo systemctl restart rstudio-connect
sudo systemctl reload rstudio-connect # trigger a configuration reload
sudo systemctl status rstudio-connect

# --------------------------
# CLIs
# --------------------------
# See all CLIs
sudo ls -la /opt/rstudio-connect/bin
# Most common
sudo /opt/rstudio-connect/bin/migrate
sudo /opt/rstudio-connect/bin/usermanager
sudo /opt/rstudio-connect/bin/license-manager
sudo /opt/rstudio-connect/bin/rscadmin

# --------------------------
# Logs
# --------------------------
sudo tail -n 50 /var/log/rstudio/rstudio-connect/rstudio-connect.log
sudo tail -n 50 /var/log/rstudio/rstudio-connect/rstudio-connect.access.log
sudo tail -n 50 /var/log/rstudio/rstudio-connect/rstudio-connect.audit.log

# --------------------------
# License Management
# --------------------------
sudo /opt/rstudio-connect/bin/license-manager activate $PCT_KEY
sudo /opt/rstudio-connect/bin/license-manager status
sudo /opt/rstudio-connect/bin/license-manager deactivate

# --------------------------
# User Management
# --------------------------

Package Manager

# --------------------------
# Stop, Start, Status
# --------------------------
sudo systemctl start rstudio-pm
sudo systemctl stop rstudio-pm
sudo systemctl status rstudio-pm

# --------------------------
# CLIs
# --------------------------
# See all CLIs
sudo ls -la /opt/rstudio-pm/bin
# Most commmon
sudo /opt/rstudio-pm/bin/rspm
sudo /opt/rstudio-pm/bin/license-manager

# --------------------------
# Logs
# --------------------------
# Server logs
sudo tail -n 50 /var/log/rstudio/rstudio-pm/rstudio-pm.log
# Access logs
sudo tail -n 50 /var/log/rstudio/rstudio-pm/rstudio-pm.log
# Package service logs (not enalbed by default
sudo tail -n 50 /var/log/rstudio/rstudio-pm/rstudio-pm.service.log

# --------------------------
# License Management
# --------------------------
sudo /opt/rstudio-pm/bin/license-manager activate $PPM_KEY
sudo /opt/rstudio-pm/bin/license-manager status
sudo /opt/rstudio-pm/bin/license-manager deactivate

# --------------------------
# User Management
# --------------------------