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.

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InterSystems Developer Community is a community of 23,476 amazing developers
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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.

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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.

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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.

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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.

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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

https://www.youtube.com/embed/Qz4FVKw9b5M
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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.

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Announcement
· Sep 13, 2023
InterSystems at HackMIT 2023

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!

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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

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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.

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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.

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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.

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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.

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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?

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Article
· Sep 17, 2023 1m read
native-api-py-demo

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

pip install intersystems_irispython-3.2.0-py3-none-any.whl
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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.

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Hey Community,

Enjoy watching the new video on InterSystems Developers YouTube:

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

https://www.youtube.com/embed/2nUzXjymRXs
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