In the ever-evolving landscape of data science and machine learning, having the right tools at your disposal can make all the difference. In this article, we want to shine a spotlight on two essential Python libraries that have become indispensable for data scientists and machine learning practitioners alike: Matplotlib and scikit-learn.

Matplotlib: Crafting Visualizations with Precision

Matplotlib is a versatile and powerful library for creating static, animated, and interactive visualizations in Python.

Hello developers!

We are holding the first technical article contest on Japan's InterSystems Developer Community!

The first contest is a technical document writing contest, and you can submit any content related to the InterSystems IRIS/InterSystems IRIS for Health. (The article must be in Japanese.)

✍ InterSystems Japan Technical Document Writing Contest: Articles related to IRIS ✍

🎁 Participation prize: There will be a participation prize for everyone who submits an article for the contest.

🏆 Special prize: Authors of three selected works will receive special prizes.

Entering the contest is easy! Please post an article related to IRIS on the developer community during the period from Wednesday, September 6, 2023 to Monday, November 6, 2023.

Hi Interoperability experts!

Recently noticed an interesting conceptual discussion in our Interoperability Discord channel to which I want to give more exposure.

All we know that typical InterSystems Interoperability production consists of the following chain:

Inbound adapter->Business Service->Business Process->Business Operation->Outbound adapter.

And Business Process (BO) here is always considered as a passive "listener" either on port/folder/rest API for an incoming data.

Hello to all developers and IRIS users. I am submitting to the competition a project for an alternative IRIS management portal that I have long wanted to create. The project was implemented on the Django framework and the intersystems_irispython-3.2.0-py3-none-any.whl library using native IRIS. The Django project is integrated with the telegram messenger and can be launched from a docker container or directly. To run it, you need to create a .env file in the project root for which you can use the .env_example example.

DJANGO_DEBUG=True
DATABASE_URL=sqlite:///db.

Doing a new project with %JSON.Adaptor, unexpectedly realized that %JSON.Adaptor does not support export to native JSON. %JSONExport just outputs directly to the current device, and there are two more methods %JSONExportToString, and %JSONExportToStream.

In conjunction with generating REST from swagger specification, where any generated method accepts as a result %DynamicObject, which is good. 

I have multiple places in my REST where I have to return JSON for an object, but I have to modify the result a bit, just extend it with some other way.

Hi,

I want to write a class to write a customized SSL/TLS certificate expiry alerts using ObjectScript?

Any sample code for reference available?

Thanks, 

Hi Community!,

I've published a new versión of IrisApiTester, I included some new features:

• External Repo: Added possibility to use a collection in a repository (Github or Bitbucket) instead of drag manually the collection's file into the web page.
• Pull and Run: Created new endpoint to auto pull changes in the repo and run the test automatically.

Hi Community,

Enjoy watching the new video on InterSystems Developers YouTube:

⏯ Getting to Know FHIR: The Best Explanation of FHIR They've Ever Heard @ Global Summit 2023

The VS Code extension for Deltanji source control has been updated to version 1.2.3. View the change log here for a full list of updates: https://bit.ly/3PqMJ26

Users can now benefit from the VS Code Quick Diff feature when using the ObjectScript extension. To use this feature just click on the gutter decorations to reveal an inline diff experience, where you can contribute contextual commands. You just need to provide VS Code with the original contes of any given file.

Find out more about the Quick Diff feature here > https://bit.

I am mapping a field to the FHIR Location resource field address.line.  Using message class HS.FHIR.DTL.vR4.Model.Resource.Location

The line field is repeating

I set field as such,

This causes the error,

ERROR <Ens>ErrException: <INVALID OREF>zTransform+71^AH.AHEDSLPFD.Transforms.ReltioEntityToPFDFHIRLocation.1 -- logged as '-' number - @' If 'tIgnore { Set tSC=target.address.line.SetAt(zVALz,(1)) }'

Any suggestions on how I can format the target?

InterSystems team is heading to MIT's largest hackathon this weekend where we will introduce a tech challenge for hackers.
We offer hackers to use IntegratedML or InterSystems Supply Chain Orchestrator in their projects in order to compete for some really cool prizes! 

If you are in Boston and would be interested to be an InterSystems mentor at the event - drop me a line.

UPDATE: We have our amazing winners! Check out these projects: 

First Place – Fluxus Description | GitHub  
Second Place – Carta Description | GitHub
Third Place – Manifest Description | GitHub

Thanks to everyone who took part in InterSystems Challenge!
Don't forget to join our Discord Server to stay in touch and receive notifications on upcoming InterSystems programming contests!

Hi,

Can you please suggest how to import vR4 packages for my FHIR application implementation. I can see SDA3 packages but want to work with vR4.

Is there any version compatibility for SDA3/vR4? What is the difference of SDA3 and vR4?

Thanks,

Hi Developers!

We are pleased to announce the launch of the
🏆 2nd Tech Article Contest on Chinese Developer Community🏆

From September 19 to November 24, 2023 (Beijing Time), we welcome you to contribute articles related to InterSystems technology.

🎁 Prize for Everyone: A special prize pack for each author who takes part in the contest.

🏆 Main Prizes: Apple AirPods Pro; Osprey Proxima Backpack; Home Office Pro Lap Desk; Sound Machine with Wireless Charger; JBL Pulse 5 Bluetooth Speaker; Sound Machine with Wireless Charger; Hammock InterSystems; Light Up Your Logo Charging Pad; InterSystems Developer Community Blanket

We have some custom tools that do project based deployment from environment to environment. In VS Code, we're struggling to find the best way to export PRJ files that contain the contents of a project the way we were able to in Studio. We can edit existing projects, and in server side editing we can create projects, but we can't seem to extract the project files (Not the classes, the wrapper) to store in our source control solution for deployment purposes.

I realize that a transition to ZPM would potentially render project files in this way unnecessary, but we're not there yet.

HealthShare Unified Care Record Fundamentals - Virtual  October 2-6, 2023   9:00am-5:00pm US-Eastern Time (EDT)

• This 5-day course teaches HealthShare Unified Care Record users and integrators the HealthShare Unified Care Record architecture and administration tasks.
• The course also includes how to install HealthShare Unified Care Record.
• This course is intended for HealthShare Unified Care Record developers, integrators, administrators and managers.
• This course is applicable for users of HealthShare Unified Care Record.

HealthShare Patient Index – In Person October 3-5, 2023   9:00am-5:00pm US-Eastern Time (EDT)

• 
  This 3-day course teaches the installation, configuration, and use of HealthShare Patient Index.
• 
  Day one focuses on patient identification issues, and the tools that can be used for reviewing records identified by the system for human attention.
• 
  This session is appropriate for both technical staff and administrative staff who manage patient identification issues.

InterSystems has corrected two defects regarding connectivity. These defects and their corrections are independent of each other.

This alert addresses them both because there are point releases containing both corrections.

Both defects only impact versions 2019.1.4 and 2020.1.4 of:

• InterSystems IRIS®
• InterSystems IRIS for Health™
• HealthShare® Health Connect

Neither defect impacts any released version of HealthShare Unified Care Record®, Information Exchange, Health Insight, Patient Index, Provider Directory, Care Community, Personal Community, or Healthcare Action Engine.

Hi,
I am dealing with a very old code base (some routines date back to 1985 and were running on a M system 😉). It is rather huge and currently contains around 5000 compilable *.int routines.

My goal is to export all routine code as *.int UDL files and setup a git repository containing all routines.

The issue is, approximatively 200 of those routines have storage names that differ only in case. I am using Windows and when exporting those routines using vscode, files gets overwritten depending on routine export order, as Windows NTFS file system names are not case-sensitive.

Hello all,

Using the example from the DocDB documentation below, is there a way to create a property and form a predicate that would be able to find a document where the phone number is a cell number and the number is "401-123-4567"?

I am planning upgrade my PC OS to windows 10 to Windows 11.

There is any compactibility issue is with windows 11 with JReport and Intersystes Studio.

Intersystems Studio Version: - InterSystems Studio Client  2021.1.0 Build 215
Server IRIS for UNIX (Red Hat Enterprise Linux for x86-64) 2021.1 (Build 215_0_21953U)

JReport Designer Version :- JReport Designer 15.5

Anyone help to know there is any compactibility issue is there.

Thanks in Advance.

Hi Community
In this article, I will introduce my application IRIS-GenLab.
IRIS-GenLab is a generative AI Application that leverages the functionality of Flask web framework, SQLALchemy ORM, and InterSystems IRIS to demonstrate Machine Learning, LLM, NLP, Generative AI API, Google AI LLM, Flan-T5-XXL model, Flask Login and OpenAI ChatGPT use cases.

Hello developers,

In this article, I'll show you how to run code at compile time with ObjectScript macros.

Here's a use case that recently led me to use this feature:

As part of a medical application developed for more than 20 years, we have a large number of parameters. Although we have procedures for documenting these settings, it can be helpful to have a quick view of which settings are actually used by the application code.

To get this view, we could search the code with regular expressions.

Enhanced Password Management: Edit Passwords Seamlessly

In the ever-evolving landscape of digital security, robust password management tools have become indispensable. Our password management application, designed to simplify and secure your online life, now comes with an enhanced feature – the ability to edit passwords with ease.

Why is this feature a game-changer?

1. Flexibility: Life is dynamic, and so are our online accounts. With the new edit password feature, you have the flexibility to modify your saved passwords whenever you need to.

When I attempt to start my local IRIS instance (named LATEST) I am getting the below error

"(111) Error starting service: LATEST
Reason: (1069) The service did not start due to a logon failure."

Does anyone have experience with this or know how to resolve the logon credentials associated  with this start? 

native-api-py-demo

This is a demo of IRIS Native API for Python, which uses Python to call the Object Script method and flow the message in production. Python obtains the message after flow and the message in global, and uses ZPM Package deployment.

Firstly, we need to install the Native API package

Enter on the command line

This YouTube video about submitting a FHIR transaction bundle impressed me. It shows me two things:

1. how a new resource (in the video, the Observation) referencing another new resource (the Patient) in the same bundle can be done, given that their link-up will be sorted out in the repository and reflected in the subsequent retrieval through a HTTP GET; and
2. how a conditional create with the PUT method may be achieved, in case we cannot tell if such a resource (e.g. the Patient with an identifier) to be submitted may or may not exist.

Hi Developers!

I recently created a new foundation namespace in my IRIS for Health instance.  I am noticing that Registry entries such as the Service and XUA registries (HS.Registry.Service.SOAP and HS.IHE.XUA.Config) from my previously created foundation namespace are not available in my new namespace.  Is there a setting that controls this, or is there a way to map these registry values to my new namespace?  Other developers I talked with on my team expected these registry entries available to all namespaces and were surprised when I reported they were not.  

Hey Community,

Enjoy watching the new video on InterSystems Developers YouTube:

⏯ Best Practices for InterSystems IRIS System Performance in the Cloud @ Global Summit 2023

Hi,

I am using the container image 2023.1 and am hitting a max total db size error.  However, this post indicates that the issue should have been resolved in Community edition 2019.3

Avoid to exceed databases license limit in IRIS Community Edition | (intersystems.com)