Update: added support for regression model Hi everyone!

In this brief article, I'll show you how to write an adapter for IRIS Interoperability for use ML models managed by IRIS IntegratedML.

The adapter

The adapter just uses IntegratedML SQL functions PREDICT and PROBABILITY, to get the predicted class from model and its probability. It's just a simple SQL:
![code1][code1] [code1]: https://raw.githubusercontent.com/jrpereirajr/interoperability-integratedml-adapter/master/img/how-it-works-1.png
Notice that the model name is referenced by Model property.

My team is working on redesigning an Interoperability solution that currently runs on a HealthShare server that is part of a mirror. Most of the messages are delimited records processed using Complex Record Mapping. We were told to utilize cloud services available in AWS, use containers, autoscaling…

Once we figured out how to use Docker, we imported the Health Connect code in multiple containers with a shared Elastic File System with the directory structure we copied from the existing server.

Hi Community,

See how IntegratedML can leverage DataRobot — a best-in-class, third-party machine learning platform — to make predictions on a set of data:

⏯ Using IntegratedML with DataRobot

Hi community? Do you have tips for IRIS certification? Resources to study, types of questions more common, anything to help me in my study path. Thanks.

The productions are components developed with InterSystems IRIS Interoperability module to promote integrations between systems, data sources/targets, web services, API, message channels, etc. Productions are composed by:

1) Business services to get/ingest/get data events or requests;

2) Business operations to send or persist data to repositories, systems, API, web services, etc; and

3) BPL - BPEL flows to orchestrate, mediate, compose and route data from business services to business operations.

In this article I will show you how to create a custom business service to get a file from a

I have already asked a question about migrating an Oracle database to Caché, and I was promptly answered.Now, I have one more question, however it is more conceptual.In general, any tool defends its benefits, and looking at Caché's, among many, there is a lot of talk about speed.The question is, if I already have a database, and at the moment, its performance is not a problem, I would like to know what else could influence the change of this database?Remembering that it is functional and without any apparent problem.

Hi,

InterSystems IRIS has long supported the obvious translation functions required to for converting to upper or lowercase to enforce case-insensitive string comparison (e.g. in ObjectScript with $zconvert) and sorting (e.g. with SQL collation functions, not to be confused with NLS collation). Customers in international contexts have at times used custom workarounds to also treat accent insensitivity or even more advanced normalization duct tape. We’re looking to address such use cases at the system and SQL level to increase convenience for this international audience, which is well represented on the Developer Community.

Hi Community,

See how IntegratedML in InterSystems IRIS can be used to make machine learning predictions directly from SQL commands:

⏯ IntegratedML in a Nutshell

Let's imagine you have to implement a method with a definition

/// Set value to %session.Data
ClassMethod setValue(params...) As %Status
{
}

How it should work

do ..setValue("key1", "val")

is equal to

set %session.Data("key1") = "val"

and 

do ..setValue("key1", "key2", "key3", "key4", "val")

is equal to 

set %session.Data("key1", "key2", "key3", "key4") = "val"

so, quite simple, any amount of arguments, while the latest one is a value, and any previous is an index, should accept at least 2 arguments.

How would you implement this method?

I have created $zf  commands to encrypt/decrypt a file using GNUpg which is working fine in Terminal but not populating output file when I call this from BPL process. Any help would be appreciated!!

PEX Java classes are not in the maven public repository, so I need to download pex jar file. Where is PEX jar file can be found to download?

Hey Developers,

See how InterSystems IRIS Adaptive Analytics can be used to aggregate and query billions of records from a virtual cube, applying machine learning and analytics to that data.

⏯ InterSystems IRIS Adaptive Analytics in Action

Hi Community,

Please welcome the new video recorded by @Evgeny Shvarov on InterSystems Developers YouTube:

⏯ Developing InterSystems IRIS solution using GitHub Codespaces

I am trying to use IRIS Native API in .NET code I see following code snippet here https://docs.intersystems.com/irislatest/csp/docbook/DocBook.UI.Page.cl…

  IRISReference valueRef = new IRISReference(""); // set inital value to null string
  iris.ClassMethodString("%SomeClass","SomeMethod",valueRef);
  String myString = valueRef.value;               // get the method result

But IRISReference is not available as a type.

 What reference (dlls) do I need to add for that? I have InterSystems.Data.IRISClient.dll , what else do I need? what am I missing here?

I find the Data Import Wizard very handy. Has anyone thought of enabling the form in the application where it can be adapted for application user requirement?

csp/sys/exp/UtilSqlExImWizardContent.csp?Wizard=Import&$NAMESPACE=

How Can I do to receive and read an uploaded file from a HTML form or REST API formdata into a Custom EnsLib.HTTP.InboundAdapter?

I created a Custom Business Service to receive a multipart message with a file and I need to save only the file, not all message. How Can I extract only the file from the pInput to save in a File? This is my code:

If you want get a file from a multipart API or html form request use ReadMIMEMessage, see my sample.

Get your hands on our technology with On-Demand Experience Labs available now through November 6^th. Each lab is paired with an office hour session scheduled for this week. Learn more about how you can get hands-on with our technology. 

Join the office hours to get answers your questions about the labs, talk about how the technology fits into your environment, and discuss implementation. Sign up for the Office Hours/On-Demand Experience Labs today. The labs have gotten great reviews so far!

We released a new version of ZPM (Package Manager)

New in this release:

1) Interoperability support - support for dtl, bpl, lut, esd, x12 in module.xml

Now it's allowed to refer to DTL and BPL files. ZPM stores and uses them as CLS. 

Position: Intersystems Developer / IRIS Developer (Please send me your resume to  raju@intellisofttech.com  )

Location: 100% Remote

Duration: 6 Months Contract To Hire

Skills:   Cache DB, Object Script, Intersystem, Ensemble (oldest one , )Healthconnect (Middle version ), Healthshare(Latest version ), Mumps

Top Requirements:

• IRIS for Health / Ensemble / Healthconnect / Healthshare – multiple versions released over time, 3+ years
• ETL – Will need to be familiar on transforming data into new IRIS instances
• Object Script – will do some cache development
• Software Development Background –

Using the Java Gateway to speed development

InterSystems IRIS includes dynamic object gateways for Java, .NET, and (now) Python.  These gateways allow your IRIS application to use libraries in these languages, removing the need to create everything from scratch in ObjectScript.

In this example, we use the iTextPdf and Apache PdfBox libraries to read a text file and produce a basic PDF from it. These libraries are deep and rich PDF controls, so a little bit of development could produce an example application that produces far more compelling results for your needs.

Hi Community!

We are pleased to invite all the developers to the upcoming InterSystems Interoperability Contest Kick-off Webinar! The topic of this webinar is dedicated to the Interoperability Contest.

In this webinar, we will talk about the interoperability capabilities of InterSystems IRIS, will do a demo of building the basic IRIS interoperability solution, and demo how to use the PEX. Also, we’ll discuss and answer the questions on how to build interoperability solutions using InterSystems IRIS and IRIS for Health.

Date & Time: Monday, November 2 — 10:00 AM EDT

Speakers:  
🗣 @Stefan Wittmann, InterSystems Product Manager 
🗣 @Eduard Lebedyuk, InterSystems Sales Engineer
🗣 @Evgeny Shvarov, InterSystems Developer Ecosystem Manager

InterSystems is offering  a new and easy challenge as part of Global Summit 2020. As you know IRIS Data Platform 2020.4 and IRIS for Health 2020.4 are now in preview release. We are looking to improve the developer experience in migrating from earlier 2020 container release(s) of these products  to the 2020.4 preview release.
We invite you to complete a survey and get 7000 points on Global Masters🎁

Migrate from Java Business Host to PEX

With the release PEX in InterSystems IRIS 2020.1 and InterSystems IRIS for Health 2020.1, customers have a better way to build Java into productions than the Java Business Host. PEX provides a complete set of APIs for building interoperability components and is available in both Java and .NET. The Java Business Host has been deprecated and will be retired in a future release.

Advantages of PEX

• Allows developers to create any Production component in either Java or .NET
• More complex message structures can be passed between components
• Simplified settings
• Simp

IRIS is an excellent option for machine learning projects with massive data operation scenarios, because the following reasons:

1. Supports the use of shards to scale the data repository, just like MongoDB.
2. Supports the creation of analytical cubes, this in association with sharding allows to have volume with performance.
3. Supports collecting data on a scheduled basis or in real time with a variety of data adapter options.
4. It allows to automate the entire deduplication process using logic in Python or ObjectScript.
5.

Hi Developers!

Here're the technology bonuses for the InterSystems Interoperability Contest that will give you extra points in the voting:

• Business Process BPL or Business Rule DTL Usage
• Custom Interoperability Adapter Usage
• Production EXtension(PEX) Java or .NET usage
• Workflow Engine usage
• ZPM Package deployment
• Docker container usage

See the details below.

It's a wrap!    All of the focus sessions have aired now.  Of course, all of our 102 pre-recorded focus sessions are available on-demand now, so you can watch any and all of them, even if you missed the opportunity for live Q&A.

Speaking of live Q&A - we've had 6 live sessions, and these too are available for you to watch.  I wrote about this, and how your questions make us better, in a separate blog article. 

Smart Factory Starter Pack   One highlight that got a lot of attention today was the release of the InterSystems IRIS Smart Factory Starter Pack on OpenExchange.

Hi Community!

Watch a demonstration of Production Extension Framework (PEX) in InterSystems IRIS that uses a Kafka integration as an example:

⏯ PEX: Production Extension Framework Demo

Those of you who are following the FullStack competition here in the Developer Community will know that I submitted an entry named qewd-conduit.  I wanted to summarise why I think it's something worth you taking a bit of time to check out.

qewd-conduit uses the Node.js-based QEWD framework alongside IRIS to implement the back-end REST APIs for something known as the RealWorld Conduit application:

https://github.com/gothinkster/realworld

This is a very cool initiative as it provides a platform for lots of different people to implement technically different solutions for both the back- and