In this GitHub we fine tune a bert model from HuggingFace on review data like Yelp reviews.

The objective of this GitHub is to simulate a simple use case of Machine Learning in IRIS :
We have an IRIS Operation that, on command, can fetch data from the IRIS DataBase to train an existing model in local, then if the new model is better, the user can override the old one with the new one.
That way, every x days, if the DataBase has been extended by the users for example, you can train the model on the new data or on all the data and choose to keep or let go this new model.

Welcome, dear members of the community!

In this article we are going to demonstrate the great potential that IRIS/HealthConnect makes available to all its users with the use of Embedded Python and we are going to do it by developing a small production that will allow us to recognize and identify the faces present in a JPG file from some images that we will use as a reference.

If you're running IRIS in a mirrored configuration for HA in Azure, the question of providing a Mirror VIP (Virtual IP) becomes relevant. Virtual IP offers a way for downstream systems to interact with IRIS using one IP address. Even when a failover happens, downstream systems can reconnect to the same IP address and continue working.

The main issue, when deploying to Azure, is that an IRIS VIP has a requirement of IRIS being essentially a network admin, per the docs.

To get HA, IRIS mirror members must be deployed to different availability zones in one subnet (which is possible in Azure as subnets can span several zones). One of the solutions might be load balancers, but they, of course, cost extra, and you need to administrate them.

In this article, I would like to provide a way to configure a Mirror VIP without the using Load Balancers suggested in most other Azure reference architectures.

Have you ever thought of creating your own systems for editing users or, perhaps, even an API that you can call?

Hi Community!

We're pleased to invite you to the "Online Meetup with IRIS Programming Contest Winners" on April 3rd at 11:00 EDT!

It's a virtual Meetup with some of the winners of the past InterSystems IRIS Online Programming Contest.

What awaits you at this virtual Meetup?

• Our winners bios.
• Short demos on their applications.
• A short interview with all the winners about the past contest. Plans for the next contests.

InterSystems FAQ rubric

It can be obtained by using the Size query of the system-provided %SYS.GlobalQuery class.

Intro

If you ever wondered how to debug some requests that are being made to or from IRIS, well here is a little tutorial on how to do that.

During a complex project, usually you get the specifications and implement the communication between IRIS and other things based on that. But from the paper to the real world there's usually a huge gap and you need to know why you are receiving an error on a parameter, on a header, you are not receiving the data and so on.

Making a blog using Python + IRIS Globals

Since I started to use internet (late 90's), I always had a CMS (content management system) present to make easier post
any information in a blog, social media or even an enterprise page. And later years putting all my code into github I
used to document it on a markdown file. Observing how easy could be persisting data into Intersystems IRIS with the
Native API I decided to make this application and force myself to forget a little of SQL and stay open to key-value database
model.

Hi Developers!
Let me share with you some exercises from a workshop about developing interoperability components in Java using PEX (Production EXtension).

You will find slides and step by step exercises about:

• Understanding simple PEX components coded in Java.
• Making some changes on them.

All built using containers, so you don't need to build a local Java environment.

I am currently working with docker for the first time the last month. I created a project with these 2 images:

• https://hub.docker.com/_/intersystems-iris-data-platform (for backend)
• https://hub.docker.com/_/nginx (for frontend)

My docker-compose.yml looks like this:

Hi Community,

New video, recorded by @Eduard Lebedyuk, is available on InterSystems Developers YouTube:

⏯ Python Gateway: Jupyter Support - extended

https://www.youtube.com/embed/mZizgVtZ014
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I have an ObjectScript class with a Log property of type %Stream.GlobalCharacter. I need to search the end of each of the logs - is there a way to extract the last 10 lines of the Log stream for each object via SQL? Or is my only option to write an ObjectScript routine to walk the table and inspect each Log property one by one?

Thanks!

Hey Community!

It's time again for good tidings for you!

For the first time, InterSystems will be part of the WeAreDevelopers World Congress in Berlin, Germany, which brings together developers, IT experts and digital innovators to discuss and shape the future of application development.

From 6 to 7 June, we’re ready to welcome you at our booth #A5 and show you how InterSystems technologies enable intelligent interoperability and accelerate the creation of powerful, data-driven applications.

Schedule your individual meeting with InterSystems @ WeAreDevelopers in Berlin by quickly filing out the form on our event page [https://dach.intersystems.de/WeAreDevelopers2019] – the first three applicants will receive a FREE ticket!

In recent versions of IRIS, a powerful new data loading command has been introduced to SQL: LOAD DATA. This feature has been highly optimized to import data into IRIS extremely fast, allowing hundreds of gigabytes of data to be inserted in seconds instead of hours or days.

This is a very exciting improvement. However, a big problem in the data loading experience still exists. Namely, the time and hassle it takes to: