Posit Connect: All Things Records and Registration - Posit (2023)

connect positiongives data science teams the ability to provision, manage, monitor, and control access to their own apps, dashboards, scheduled reports, and web APIs. If you haven't updated Connect this year, you're missing out on updated content management tools, from reviewing logs to sending unsubscribe requests. Connect admins should be aware of our move to structured logging and recent improvements to audited event data.

RStudio is now nominated

Our professional products have been renamed to Posit Connect, Posit Workbench, Posit Package Manager, Posit Cloud and Posit Academy to make it easier for people to understand that we support more than just R.

Please check ourBlog post/FAQto answer frequently asked questions about rebranding. For more guidance on how this change impacts Connect admins, seeAdmin Summary.

This post covers:

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  • An update to the July release regarding the redesign of the content log viewer
  • Connect server API endpoints for managing jobs (processes).
  • More updates for publishers: Private and Quarto R packages
  • Learn how to switch to structured logging for Connect access, auditing, and service logs
  • Recent improvements to audited event information
  • Advice for admins on rebranding RStudio Connect to Posit Connect
  • Update instructions for the November version

Content log viewer update

A redesign of the content logs in the Connect panel. Published in number 2022.07.0.

New look: full width

The log viewer has been moved.

Content data records used to be in theIdeasBlackboard. The viewer is now accessed from the Connect panel (upper right corner).toolbarmenu by clicking on itshow recordsSymbol. For smaller windows and mobile devices, this icon is merged into theFurtherPossibility.

Records can also be opened and closed with a keyboard shortcut (~).

Posit Connect: All Things Records and Registration - Posit (1)

Recordings of the currently running process are identified by a green "active" symbol. The record currently displayed in the viewer is identified by a tick icon.

Posit Connect: All Things Records and Registration - Posit (2)

Use the Record Selection drop-down menu (in the top left corner) to view and switch between the available records in the viewer. The records are organized by content pack. A new content pack is created each time you release an update to a content item. The current package is shown as "Active".

The search and download functionality is limited to the log file you select and is displayed in the log viewer. Viewer output can be truncated to record line length (in 4096 characters) and displayed lines (in 5000 lines). Truncation prevents performance issues in the browser.

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Did you know that there are differentThe typeof records to explore?

Several types of logs are available, which can be filtered based on the type of content you are examining.

Documents released with the source code include environment recovery logs and processing logs. Applications have environment recovery logs and process logs. Use the filter to limit the type of records displayed in the Record Selection drop-down list.


New Connect Server API endpoints to manage content processes. Published under number 2022.10.0.

  • Endpoints for enumerating the content (job) process, downloading a job log file, retrieving the major error of a job, and submitting a removal order request.
  • All endpoints require an API key with content owner or contributor access.
  • Watch themConnect-API-DokumentationFor more informations.

Some related updates without registration for publishers

you postQuarterprojects on your connect server?

Contact your Posit Connect administrator if Quarto support is not available. To set up the room in Posit Connect, seeChapter Four of the Administrator's Guide.

Admin Summary

A step towards structured registration

As of version 2022.11.0, Connect no longer offers multiple implementation options for logging.

Connect provides structured logging for access, audit, and service logs (including debug-based services) in multiple formats and output types with built-in log severity support. Logs for content published on Connect are not included in this structured log update.

Structured logging is enabled by default as of the June 2022 release. This change provides an opportunity to standardize the logging format and offers more configuration options than the previous basic logging implementation. In addition, the log entries generated are better suited for integration with popular log aggregation tools.

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For more information on structured log output types, formats, and configuration options, see theRegistration section of the Registration Guide for Administrators.

migration considerations

  • Check custom parsing rulesExisting tools that expect the old format can break. The new format is designed to work seamlessly with popular log aggregation tools. Ideally, therefore, to fix this, you simply need to remove all custom parsing rules.
  • Consult departure locationsBy default, new logs are written to a different directory. You must configure any custom aggregation tools to point to the new location, or configure Connect to continue writing to the old location. For a complete list of structured log configuration options, seeAttachment.
  • Check file permissionsBy default, new log files are not readable by everyone. You may need to grant access to existing tools.

Improvements to audited events

Beginning with release 2022.10.0, each event recorded in the audit log indicates the actor type in its log fields.

Audited actions in Connect can be triggered by a user or the system, and each audited event now specifies the actor type in its record. Find out more in the updateAdministrator Guide.

Event logs activated by a user have the data fields "actor_id", "actor_guid", "actor_role" and "actor_description".

System-triggered events have fixed `actor_id` and `actor_role` fields with `0` and `system` as values. The actor_description field provides more details about the system process related to the event.

These changes should make it easier to create custom alerts in log aggregation tools. Watch a step-by-step exampleConnect audit log alerts to DataDog.

Notes on the Posit Connect rebrand

The scope of all changes related to the rebranding in Connect was limited to logos, branding colors and text updates.

Product documentation has also been updated and will continue to evolve as product changes are implemented.

There were no changes to functional aspects of the product, such as B. Installation package names, service names, default RunAs user, environment variables, configuration file and default settings, and other files and directories created by Connect. Therefore, you will continue to see many references to RStudio and rstudio-connect throughout the admin guide. The documentation should be followed as written, do not try to replace "posit" with places where you see "rstudio" in the manual.

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If you have any questions or concerns about rebranding, product changes, or your license agreement, please contactsales@posit.coÖsupport@posit.co.

In case you missed it: Additional recent updates for admins


  • ÖServer Status ReportThe tool runs a test to detect the use of outdated settings in its configuration file.
  • Configuration settings can now be defined viaenvironment variables.
  • ForProgrammatic Deployment, Connect supports creating an initial admin user and API key.
  • R is now optional. You can disable the R runtime requirement with `R.Enabled`configuration setting.


  • TensorFlow model API hosting is deprecated and will be removed in a future release. The Server.TensorFlowEnabled setting is now disabled by default. Use an API framework such asplumber, Flask, or FastAPI to create an HTTP API for your TensorFlow models.

Update Post Connect

Before upgrading, check thefull release notes.

Posit Connect usually takes less than ten minutes to update. We recommend backing up the Posit Connect databases and data directory before upgrading. If you ever need to revert to a previous version, you'll need these backups.

To upgrade, download and run the installation script. The script installs a new version of Connect over the old one. Existing configuration settings are respected.

curl -Lo rsc-installer.sh https://cdn.rstudio.com/connect/installer/installer-v6.0.0.sh

sudo -E bash ./rsc-installer.sh 2022.11.0

The standard upgrade documentation can be found here.

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If you would like these updates delivered to your inbox, please sign up for oursProduct Email Signature.


What is Posit connect? ›

Posit Connect is a publishing platform for secure sharing of data products within an organization. Use Posit Connect when you want to publish content within an organization rather than on the public internet.

How do I connect to an R server? ›

Method 1 - Global Options
  1. Open the RStudio IDE.
  2. From the menu bar, select Tools > Global Options....
  3. Select the Publishing tab and click Connect....
  4. In the Connect Account window, select RStudio Connect.
  5. Enter the public URL of the Connect Server and click Next. ...
  6. If you are not already logged into Connect, then log in.

Can you use RStudio for free? ›

RStudio is a free, open source IDE (integrated development environment) for R. (You must install R before you can install RStudio.)

What is the difference between shiny and RStudio connect? ›

RStudio Connect's deployments are much more automated and flexible than in Shiny Server (Pro). The biggest change is that RStudio Connect manages app file locations instead of a Server Admin and does not reveal the directory structure to end-users.

How do I manually connect to a server? ›

Open your internet browser, then manually type in the server's Hostname or IP address, including the FTP port number if it isn't using the "21" default. Press Enter or Return when you're ready to connect.

How do I connect to a remote server? ›

Remote Desktop to Your Server From a Local Windows Computer
  1. Click the Start button.
  2. Click Run...
  3. Type “mstsc” and press the Enter key.
  4. Next to Computer: type in the IP address of your server.
  5. Click Connect.
  6. If all goes well, you will see the Windows login prompt.
Dec 13, 2019

How do I get connection to the server? ›

To connect a client computer to the server
  1. Log on to the computer that you want to connect to the server. ...
  2. Open an Internet browser, such as Internet Explorer.
  3. The Connect your computer to the server page appears. ...
  4. In the file download security warning message, click Run.
Jul 11, 2022

What can I use instead of RStudio? ›

RStudio Desktop Alternatives
  1. Code::Blocks.
  2. Komodo IDE.
  3. The Jupyter Notebook.
  4. Spyder.

Is RStudio difficult to learn? ›

R is known for being hard to learn. This is in large part because R is so different from many programming languages. The syntax of R, unlike languages like Python, is very difficult to read. Basic operations like selecting, naming, and renaming variables are more confusing in R than they are in other languages.

What's the difference between R and RStudio? ›

R the application is installed on your computer and uses your personal computer resources to process R programming language. RStudio integrates with R as an IDE (Integrated Development Environment) to provide further functionality. RStudio combines a source code editor, build automation tools and a debugger.

Do I need to install both R and RStudio? ›

R and R Studio are separate packages. You will need to install R first. R is the basic package we are using. R Studio is an add-on that make R easier to use for beginners.

Is R shiny better than tableau? ›

While both the products offer good speed and efficient data processing, R Shiny is easier when it comes to repeatability and scalability. In Tableau, when a dashboard is deleted or decommissioned, it has to be created from scratch.

Do I need both R and RStudio? ›

Even if you use RStudio, you'll still need to download R to your computer. RStudio helps you use the version of R that lives on your computer, but it doesn't come with a version of R on its own.

How do I fix server not connecting? ›

What To Do When You Cannot Connect To The Company Server
  1. Restart Your Computer. ...
  2. Follow the Error Messages. ...
  3. Identify Where the Shared Drive is Hosted. ...
  4. Permissions. ...
  5. Look For What Might Be Different. ...
  6. Partner With Electric.

Why I Cannot connect to my server? ›

Weak signals, network side glitches, cache flaws, SIM difficulties, third-party application issues, improper network settings, network outages, and software defects are the most common causes of the error.

What does it mean when it says unable to connect to server? ›

There is a problem with your network (ie. The network cable is unplugged, the WiFi is disconnected, a tornado hit the server room, etc.). The network configuration has changed (ie. The internal server IP has changed, the dynamic internet IP has changed, port 8082 is blocked, etc.).

Why can't I Connect to my remote server? ›

The most common cause of a failing RDP connection concerns network connectivity issues, for instance, if a firewall is blocking access. You can use ping, a Telnet client, and PsPing from your local machine to check the connectivity to the remote computer. Keep in mind ping won't work if ICMP is blocked on your network.

How do I enable remote access? ›

How to enable remote access on Windows 10 using settings
  1. Check which version of Windows you have. ...
  2. Open "Start." After confirming that you have the right version of the operating system, open the "Start" menu and go to "Settings" and "System." Select the "Remote Desktop" option and turn on "Enable Remote Desktop."
Aug 12, 2022

How do I connect my phone to a server? ›

On the Servers screen: Android - Tap Add server to scan the local network for mobile servers.
On the Add servers screen specify the following settings:
  1. In the Server name field, enter a name for the server. ...
  2. In the Address field, enter the server IP address or the server host name.
  3. Specify the connection type protocol.
Nov 11, 2022

Why you don t have permission to access on this server? ›

A “you don't have permission to access on this server” error usually appears when your browser uses different proxy settings than your computer, which can happen when you're using a proxy or a VPN tool. The site might block access due to a corrupted cache in your browser or a server-related issue.

What are R servers? ›

However, MRS (R Server) is a commercial software that can be run on a set of platforms, on a larger scale and workload, and on client / server topologies that support remote access over secure connections. The idea is to develop over MRC, and migrate to MRS when the needs of a system in production are needed.

Which command is used to connect R database? ›

The RSQLite package allows R to interface with SQLite databases. This command does not load the data into the R session (as the read_csv() function did). Instead, it merely instructs R to connect to the SQLite database contained in the portal_mammals. sqlite file.

What is RStudio server IP? ›

By default RStudio Server runs on port 8787 and accepts connections from all remote clients. After installation you should therefore be able to navigate a web browser to the following address to access the server: http://<server-ip>:8787.

Do you need internet connection for R? ›

R clients using RStudio Package Manager do not need internet access, just access to RStudio Package Manager. RStudio Package Manager is designed to help organizations with restricted internet access in their R environment. Was this article helpful?


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