Discussion Eyal Levin · Feb 6, 2024
Hi everyone,
I was discussing the interoperability side of FHIR as part of a discussion about the best resource/s that should be used in order to represent Antibiotic resilience, and although we've reached an agreement, that got me thinking of two thing, and I'd love to know your thoughts on those matters.
1. How can you make sure that data from another organization is represented the same way it does on your side, I mean how do you get minimal transformation between organizations and minimal translations, for example I use Task in order to represent morbidity, while another organization
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Article Pietro Di Leo · Dec 9, 2025 4m read

Hello Community! 👋
Welcome to the second part of the IRIS IO Utility series. This extension represents my submission for the InterSystems "Bringing Ideas to Reality" Contest 2025 and offers you an intuitive and powerful interface for importing and exporting data directly inside VS Code.

If you find this extension useful, please consider voting for me at the contest!

In the previous article, we covered:

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Article Kate Lau · Dec 12, 2025 3m read

Hi everyone. Long time no see. Again, I would like to share what I am studying recently Create Foreign Tables Using SQL via JDBC.

Since I am learning about the IRIS BI at the same time, so I started with this Sample-BI docker environment

https://github.com/intersystems/Samples-BI

After starting the environment, login to the management portal http://localhost:52773/csp/sys/UtilHome.csp  with the user Superuser.

Switch the namespace to IRISAPP.

😀 We will find out that all the sample data are stored in this namespace IRISAPP. Let's find a simple table for testing the Foreign Table feature 🤣

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Article Yuri Marx · Dec 11, 2025 8m read

Supply Chain refers to a set of processes and activities performed by the company's business areas and its suppliers and partners (stakeholders), from the acquisition of raw materials, through production, to delivery to the end consumer. It can be better managed using SCM solutions with the orchestration of the InterSystems IRIS:

 

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Article Robert Cemper · Dec 11, 2025 2m read

If one of your packages on OEX receives a review, you get notified by OEX only of YOUR own package.   
The rating reflects the experience of the reviewer with the status found at the time of review.   
It is kind of a snapshot and might have changed meanwhile.   
Reviews by other members of the community are marked by * in the last column.

I also placed a bunch of Pull Requests on GitHub when I found a problem I could fix.    
Some were accepted and merged, and some were just ignored.     
So if you made a major change and expect a changed review, just let me know.

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Article Kristina Lauer · Jul 29, 2024 2m read

Updated 12/09/25

Hi Community,

You can unlock the full potential of InterSystems IRIS—and help your team onboard—with the full range of InterSystems learning resources offered online and in person, for every role in your organization. Developers, system administrators, data analysts, and integrators can quickly get up to speed.

Onboarding Resources for Every Role

Developers

System Administrators

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Article Kristina Lauer · Jan 14, 2025 3m read

Updated 12/09/25

Hi Community,

Need to find the most relevant onboarding for your HealthShare Unified Care Record® team? Maximize your team's knowledge and success by diving into this curated list of offerings from InterSystems Learning Services—which includes online and in-person training for a variety of roles in your organization.

Onboarding Resources for Every Role

System Integrators

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Article John Murray · Dec 2, 2025 1m read

I'm pleased to announce the publication of gj :: dataLoader, a new VS Code extension that simplifies the task of loading data from local CSV files into SQL tables on your InterSystems IRIS servers.

Here's an introductory video:

gj :: dataLoader is now available on Marketplace for direct installation into VS Code. It is my entry in the "Bringing Ideas to Reality" Contest 2025 and implements this idea - https://ideas.intersystems.com/ideas/DPI-I-667

Feedback is welcome.

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Announcement Irène Mykhailova · Nov 20, 2025

Hi Community,

With the General Availability of the 2025.3 release of InterSystems IRIS® data platform, InterSystems IRIS® for Health™, and HealthShare® Health Connect, we are now collecting your ideas for improvement. 

If the new release inspired you or highlighted opportunities to enhance the developer experience, please share your suggestions on the InterSystems Ideas Portal - every idea is reviewed by our product teams and can influence future releases.

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Question Timothy Leavitt · Aug 26, 2025

What are best practices for JSON transformation in IRIS interoperability? This is for a non-healthcare use case, so any tools we happen to have around FHIR might not be available. The motivating use case is trimming down a verbose and needlessly complex REST API response to feed to an LLM - trying to reduce token usage and maybe get better results from less noisy data.

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Article José Pereira · Dec 9, 2025 11m read

The previous article introduced IrisOASTestGen, a tool designed to generate REST API test code for InterSystems IRIS based on OpenAPI 2.0 specifications. It demonstrated how to scaffold test cases using the default templates bundled with OpenAPI Generator.

This follow-up focuses on the next natural step: customizing the generated test code. By extending the code generation logic with Mustache templates, it becomes possible to express richer semantics, implement CRUD-aware tests, and create more meaningful test suites.

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Question Marco Bruni · Nov 28, 2025

Hello!I have the following XML document obtained through a string:<?xml version="1.0" encoding="UTF-8" standalone="yes"?><MainDocument xmlns="urn:hl7-org:v3"><realmCode code="IT"/><title>kjbkjkjbkjb</title><effectiveTime value="20090905150716"/>[.....other tags.....]<versionNumber value="1"/><component><body>mhvjhjkvhj</body><component><section>content</section><ID>5</ID><title>Certificato</title><text/><entry><Id>5</Id>[...other tags...]</entry><entry><Id>6</Id>[...other tags...]</entry></component></component></ClinicalDocument>I would like to have a way to obtain only the content of the

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Article Zhong Li · Dec 9, 2025 8m read

Keywords:  Vibe coding, Windsurf, IRIS, TIE

Why not?   "Vibe coding" is never about the vibe!

Has anyone not been trying "vibe coding" so far?

Even merely 3 years ago, if anyone asked

  • "Could I do IRIS implementation for NHS TIE in English or Spanish or just Chinese ?", or
  • "Can I just instruct TIE in English to build itself an e2e route, to pick up a PDF report then turn into ORU/MDM message and submit into the PAS ?", or
  • "Could we query IRIS database in English only, and build up dashboard or ad hoc report of my own by English instructions?"
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Article Dmitry Maslennikov · Dec 8, 2025 8m read

Modern SQL engines are enormously complex pieces of software. Even when they appear stable and mature, subtle bugs can hide in their optimizers, type systems, predicate evaluation, or execution layers. These bugs rarely announce themselves loudly. Instead, they quietly produce incorrect results, behave inconsistently, or fail abruptly under specific combinations of SQL constructs.

This is precisely why tools like SQLancer exist. SQLancer automatically generates SQL queries and uses logical “oracles” to detect when a database behaves incorrectly. It has revealed hundreds of real bugs in widely used systems such as MySQL, PostgreSQL, SQLite, and DuckDB.

With this in mind, I attempted to bring SQLancer to InterSystems IRIS, starting with the NOREC oracle — a powerful method for detecting optimizer correctness issues. The journey, however, uncovered not just potential SQL correctness problems, but also a surprising number of driver-level and server-level failures that prevented SQLancer from running at full strength.

This article summarizes why SQLancer is important, how the NOREC oracle works, and what unexpected findings appeared while testing IRIS.

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Question Dmitrii Baranov · Dec 9, 2025

I need to connect IRIS to a third-party FHIR server which in turn is connected to Keycloak.

For machine-to-machine communications, client credentials grants should be used. I don't know why exactly but the FHIR server requires access tokens to contain the "openid" scope, otherwise it returns 401 (unauthorized).

If the access token returned by Keycloak contains that scope, IRIS complains about ""ERROR #8859: Unsupported response to access token request: OpenID Connect is not supported for password and client credentials grant type". The error is produced by the OAuth2.Response class, line 393:

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Announcement Olga Zavrazhnova · Dec 8, 2025

Let’s spotlight the brilliant authors and contributors of our November Article Bounty! 💙
Thank you to everyone who took part and shared their knowledge with the community.

A special shout-out goes to those who created brand-new articles and contributed their expertise — each received 5,000 points 🎉

@Zion Amsalem -- "Consuming REST-APIs for dummies (beginner-friendly)"
@Robert Cemper -- "Network Debugging for Beginners - 1"
@Iryna Mykhailova -- "Connecting C# to InterSystems IRIS via ODBC"
@Vachan C Rannore -- "My experience with APIs and POS integration."
@Padmaja Konduru -- "Production Terminal Commands"

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Article Joan-Baptista Fabregas · Dec 8, 2025 4m read

One of the newest features of .Net core 10 with C# 14 is the file-based apps. This feature allows you to execute C# code in a simple .cs file without the need to create a solution, a project, or any of the related structure.

For example you can create a script.cs file using the notepad with the content: 

Console.WriteLine(“This is a script in c#.”);

Then in the command line or the terminal you execute the command:

dotnet run script.cs
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Announcement Larry Finlayson · Dec 8, 2025

Managing InterSystems Servers – Virtual  January 5-9, 2026

  • Configure, manage, plan, and monitor system operations of InterSystems Data Platform technology
  • This 5-day course teaches system and database administrators how to manage InterSystems® Data Platform technology which powers all of our products.
  • Learn to install, configure and secure the data platform, configure for high availability and disaster recovery, and monitor the system.
  • Students also learn troubleshooting techniques.

SELF REGISTER HERE

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Article Ashok Kumar T · Nov 10, 2025 2m read

FastJsonSchema: High-Performance JSON Validation in IRIS

Validating JSON data against JSON Schema is a common requirement for modern applications. FastJsonSchema brings this capability natively to InterSystems IRIS, combining speed, simplicity, and full schema compliance.

Unlike traditional validation approaches, FastJsonSchema generates native ObjectScript code from your JSON Schemas and compiles it directly to iris object code, enabling idiomatic performance without relying on external libraries or runtimes.

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Article Pietro Di Leo · Dec 8, 2025 4m read

Hello Developers! 👋
I’m excited to introduce IRIS IO Utility, my submission for the InterSystems "Bringing Ideas to Reality" Contest 2025. This VS Code extension provides you an intuitive and powerful interface for importing and exporting data without leaving your IDE. The extension implements and expand this idea submitted on the Ideas Portal turning a common developer need into a real tool: seamless IO operations with any IRIS instance directly inside VS Code.

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Question Maikel Fradziak · Dec 6, 2025

Hello, 

I am using Object Script with Phyton to import an Excel File. 

Please see the below code. Its works fine for all text and numeric Columns. But by importing a DATE formated column in Excel (birthdate) , Iam facing the below issue as result:

22@%SYS.Python

 

My question: How can i import date formated Excel Data in Object Script?

Thanks a lot in advance

Maikel

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Question Julian Matthews · Dec 5, 2025

Hey everyone.

As part of an ongoing mission to track down orphaned HL7 Messages in our integration engine, I have been digging into our environment to track down the causes.

Having looked at various posts here (including one of my own) there are a few scenarios that can create orphaned messages resulting in excessive disk space usage. These scenarios are generally:

  1. Purging an environment with the option "Bodies Too" deselected
  2. Code creating/saving a Message but then not sending it
  3. BPL errors similar to 2, or a scenario where the response to a Call component is not set.
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Question Yuriy Borokhov · Apr 1, 2017

Hello,

Are there any utilities/api in HealthConnect 2016.2.1 that will allow conversion of XML virtual document to Json format? We were thinking to convert HL7 ADT message to XML via Ensemble DTL and then send it to another BP to convert to Json format for transmission via Web Services. To my understanding there isn't anyway to represent Json as a virtual object so it can be use for direct mapping of HL7 2.x message to Json via Ensemble DTL.

Thanks

Yuriy

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