"solved the same challenges for Python users that have made Connect so popular with R users"
Improvements have also been made to RStudio Connect, which provides a centralized platform for running solutions created in R and Python. In In RStudio Server Pro, the commercial version of RStudio that provides collaboration, centralized management, and security for data science teams developing in R and Python, there is now beta support for the VSCode IDE.
In addition, the Environment pane now displays a summary of Python objects available in the main module when the reticulate REPL is active, and Python objects can now be viewed and explored within the RStudio data viewer and object explorer. The RStudio IDE now comes with a Python environment and object explorer, and the default Python interpreter to be used by RStudio / reticulate can now be customized in the Global Options pane. To facilitate this, a number of improvements have been made to the products in the RStudio range, both commercial and open source. The developers say that many data science teams today are bilingual, using both R and Python in their work.
RStudio is an integrated development environment (IDE) for R which includes a code console, syntax-highlighting editor, and tools for plotting, history, debugging and workspace management.
Note: RStudio Workbench does not document minimum version requirements for Python, but you may want to schedule time to check or update the versions available there as well to avoid publishing errors due to environment mismatches. Old Python 2 virtual environments can be removed using a pattern like: rm -rf /var/lib/rstudio-connect/python-environments/pip/2* Python content will now use the venv module included with Python 3. In addition to the new minimum version requirements, Python installations no longer require the virtualenv package to be installed. The configuration file should only contain Python 3 versions that meet the minimum requirements (example): /etc/rstudio-connect/rstudio-connect.gcfgĮxecutable = /shared/Python/3.7.6/bin/python3Įxecutable = /shared/Python/3.8.1/bin/python3 If it does, and you do not remove those configuration settings, the Connect service will throw an error during startup.
In order to upgrade RStudio Connect to any release beyond 2022.03.0, verify that your configuration file does not include Python 2 or Python 3 versions prior to 3.5. The minimum version of Python supported in RStudio Connect is 3.5.0.