RStudio Connect

Model Monitoring with R Markdown, pins, and RStudio Connect

2021-04-08 Julia Silge
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Model monitoring is a key component of ModelOps, and the R ecosystem offers flexible, code-first solutions that meet the model monitoring needs of data science practitioners. Read more →

RStudio Professional Drivers 1.7.0

2021-03-10 Ricardo Andrade and Nathan Stephens
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Announcing the 1.7.0 release of the RStudio Professional Drivers, which includes security updates, a preview release of the Snowflake driver, an updated Oracle driver, and other changes. Read more →

RStudio Connect 1.8.6

2020-12-16 Kelly O'Briant
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RStudio Connect helps teams of all sizes operationalize their data science work, and provides a single point of access to data products for decision makers. In this release, we have emphasized features that will help address maturing DevOps requirements within organizations seeking to deploy and scale data science. This release of RStudio Connect builds on the existing Server API, making experimental endpoints officially supported and introducing a brand new slate of API improvements based on feedback we’ve received from the community. Read more →

RStudio Connect 1.8.6 - Administrator Digest

2020-12-16 Kelly O'Briant
Security & Authentication LDAP / Active Directory Changes Group handling within RStudio Connect has significantly improved for LDAP / Active Directory within this release. Groups will now be synchronized via a background process on a scheduled interval. The group membership for a user is determined on login rather than at the time of content access, and permission checks will use synced data from the RStudio Connect database rather than making LDAP requests. Read more →

RStudio Connect 1.8.6 - Deployment API

2020-12-16 Kelly O'Briant
Automate deployment with the RStudio Connect Server API With RStudio Connect, your team can publish straight from the desktop or server IDE with the push of a button or orchestrate a fully customized deployment pipeline. While push-button publishing is powerful and convenient, it’s not the ideal solution for all organizations. Data science teams need tools that can help traditional IT administrators understand how to provide sophisticated oversight for the deployment and management of data science artifacts. Read more →

RStudio Connect 1.8.6 - Python Update

2020-12-16 Kelly O'Briant
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Bokeh and Streamlit support is now generally available We are happy to announce that the newest interactive Python content types, Bokeh and Streamlit, are now generally available in RStudio Connect. Thank You! to everyone who reached out to provide feedback on Bokeh and Streamlit during the Beta period. The RStudio Connect User Guide contains information about our support for Bokeh and Streamlit, including detailed deployment instructions, example applications, and known limitations/compatibility requirements for each framework: Read more →

RStudio Connect 1.8.6 - Server API

2020-12-16 Kelly O'Briant
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Audit Server Content with the RStudio Connect API In 1.8.6, RStudio Connect administrators have the ability to create reports that track and manage the content on their servers. If you’ve ever wanted the answers to questions like: How do I produce a list of all the content we have published to RStudio Connect? Which applications can be accessed by which people and which groups? Which versions of R and Python are actually being used, and by which publishers? Read more →

How California Uses Shiny in Production to Fight COVID-19

2020-11-19 Daniel Petzold and Carl Howe
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RStudio analyzes how the California Department of Public Health built a COVID-19 dashboard in R and Shiny that now serves millions of California citizens. Read more →

RStudio Connect 1.8.4

2020-07-14 Kelly O'Briant
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A place for Python applications For data science teams looking to promote data-driven decision making within an organization, interactive applications built in R and Python are often the gold standard. These interactive tools, built by data science teams, are powerful when put in the hands of the right people, but they don’t do much good at all if they only run locally. R users who build Shiny applications hit this roadblock, and so do Python users working with tools like Dash, Bokeh, and Streamlit. Read more →

RStudio Connect 1.8.2

2020-04-02 Kelly O'Briant
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A big update for our Python community One of the biggest frustrations for a data scientist, whether your primary language is R or Python, is to have your hard work go underutilized. A stream of disposable reports, emails, and presentations that get viewed once and cast aside are not the ideal recipe for how to make an impact. To combat this, we have seen data scientists create more interactive content (such as applications, APIs, and dashboards) to engage the divided attention of stakeholders. Read more →