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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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While starting with Intersystems IRIS or Cache, developers often encounter three core concepts: Dynamic Objects, Globals & Relational Table. Each has its role in building scalable and maintainable solutions. In this article, we'll walk through practical code examples, highlight best practices, and show how these concepts tie together.

1. Working with Dynamic Objects:

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Let's suppose two different routines use one and the same chunk of code. From the object-oriented POV, a good decision is to have this chunk of code in a separate class and have both routines call it. However, whenever you call code outside of the routine as opposed to calling code in the same routine, some execution speed is lost. For reports churning through millions of transactions this lost speed might be noticeable. Any advice how to optimize specifically speed?

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Article
· May 29 8m read
Integrate with Google Forms

Google Forms is the most popular solution on the market for collecting data, answering questionnaires and quizzes. So, it is the ideal solution for collecting patient data and responses in a practical way, without the need to expand or develop systems. In this article, I will detail how to create an account on Google Cloud, register the application that will consume the Google Forms API, generate the service user necessary to consume the API and finally perform actions to create new forms and collect data filled in them in an automated way in embedded Python and IRIS.

Open Exchange app
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Hello,

Our software commonly returns a full result set to the client and we use the DataTables plugin to display table data. This has worked well, but at datasets grow larger, we are trying to move some of these requests server-side so the server handles the bulk of the work rather than the client. This has had me scratching my head in so many ways.

I'm hoping I can get a mix of general best practice advice but also maybe some IRIS specific ideas.

Some background

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🚨 Update, January 21, 2025 – Maintenance Completed 🚨

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We apologize for any inconvenience and greatly appreciate your patience. If you notice anything unusual, please don’t hesitate to let us know.

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Hello everyone! This is my first post into the developer community and one that I hope is fairly simple to answer. In our environment we currently have 3 different Test environments for testing before migrating code to our Prod environment. Currently we are working on establishing a source control method using Git in house which has been a bit of a struggle. We have also had developers that had used different test and migration methods in the past which has caused some issues with keeping the different test environment in sync.

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Question
· Dec 17, 2024
UDP Adapter not working

Hello

I am trying to work with UDP Connection/Adapter and I get this error.

ERREUR #5002: Erreur Cache: <WRITE>zSend+5^EnsLib.UDP.Common.1

Here is the method

Class TEMPLATE.BO.UDPSend Extends Ens.BusinessOperation
{

Parameter ADAPTER = "EnsLib.UDP.OutboundAdapter";

Property Adapter As EnsLib.UDP.OutboundAdapter;

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Question
· Jul 3, 2024
Polybase and IRIS

Hi all, I am trying to use Polybase in SQL Server 2019 to access an external Cache/IRIS Database. I have followed the initial steps of enabling Polybase, creating a Database, DB scoped credential and then an External Data Source. These steps have not caused any issues and appear to be successful, I am using the same DSN we use for a Linked Server connection that works normally. I am running into an Error when trying to Create an External Table. The error is a generic Native Code 469 "Driver Not Capable".

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Question
· Apr 29, 2024
IRIS Dashboard/Deepsee Queries

Hi Everyone,

We are using SQL based KPI's to display reports in IRIS dashboards. We have applied the filter functionality in these SQL based KPI reports.

I need your help for below scenario.

Below is my full report. Filter is applied on Name and Subject Name in this report.

Now I have used filter on Name and selected values 'Virat' and 'Big Show'

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After running many tests to kick the tires calling Python from COS (which worked fine) in any directory, I encountered problems when trying to access Python libraries like Numpy from any OTHER namespace. I saw some other posts about this but the resolution seems unclear. When I run the test program method numpytest below in %SYS it works just fine. If i run the Python method in any other namespace I get:

PITT>do ##class(test.python).numpytest()
DO ##CLASS(test.python).numpytest()
^
<OBJECT DISPATCH> *python object not found

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Article
· Feb 2, 2024 2m read
Fhir-HepatitisC-Predict application

Hi Community

This document mainly enriches the content of the previous article and introduces the use of the application.

Perhaps you have already read the previous article, but I still want to say,
After completing the initialization operation (including model creation and training), the Fhir HepatitisC Predict application then predicts HepatitisC

Open Exchange app
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I am able to capture two values in two separate contexts in the BPL. One through an API call and another by looking at the contents of PV1:7. These are context.Prov and context.ProvName. I am checking to see if the values contained in the contexts are the same and if yes process further and if not stop.

In the IF statement I tried the below but none worked. Can someone please tell me what I am doing wrong. The trace does show that they are the same value so that's not it.

1. context.Prov = context.ProvName

2. "context.Prov" = "context.ProvName" and

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Hi everyone,

I'm facing issues uninstalling Ensemble software from my system. I've tried using the command first ensemble-2018.1.0.184.0-win_x64.exe /instance LOCALENSEMBLE /qn REMOVE=ALL. Additionally, when I try to uninstall it through Settings > Apps and Features, it doesn't get removed and lists the app again there.

Has anyone encountered a similar problem or could provide guidance on the proper uninstallation process for Ensemble? Any help would be greatly appreciated.

Thanks!

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Hi folks, does anyone got the .sef file for the D93A EDIFACT (INVOIC specifically)?

Setting it up to an old customer but I lost my copy of it as I used it a long time ago.

Would be so helpful if anyone have it.

Thanks

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Hi Developers,

It's time to announce the Winners for July 2021! Please welcome our awesome Global Masters Heroes!

The storm of applause goes to these developers and their great contribution to DC in July 2021:

🥇 @Muhammad Waseem, HIS Team Lead, International Medical Center, Jeddah, Saudi Arabia

🥈 @Robert Cemper, ex Senior Sales Engineer from InterSystems, Austria

🥉 @Eduard Lebedyuk, Sales Engineer, InterSystems Corporation, Moscow, Russia

Learn more about the competition and our awesome winners below.

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Hey everyone,

We've made a video tutorial for an easy start on InterSystems Partner Directory:

⏯ How to list a company on InterSystems Partner Directory

https://www.youtube.com/embed/WaDUc5dSHhQ
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When I'm asked questions about SQL, I like Intersystems staff at the WRC, generally ask about the Query Plan. My feeling is that even before you run a query you should examine the results of Show Plan to confirm that the code is going to give me the results in the manner I would expect. If I expect it to leverage an index and I see that it is not then I go back and look at what I might have done incorrectly and try to re-write the query to get the index behavior I'm looking for. To that end, there's a poll below to ask you if think moving the Show Plan button as the first button would be

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Hi Developers,

Enjoy watching this new video presented by @Evgeny Shvarov:

⏯ Package First Development Approach with InterSystems IRIS and ZPM

https://www.youtube.com/embed/havPyPbUj1I
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Question
· Apr 18, 2019
Importing a role

What is the process in importing a role from one server to another server?

Let's say Server A is our main server that we maintain all of our resources / roles / users. We would like to get these over to Server B, Server C, Server D, etc.

It looks like when we import, there are tables and resources left in the destination servers that are not in the source server. It looks like whatever was in the destination server that was not part of the source server was not deleted from the import.

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Presenter: Paul Dayan
Task: Upgrade with minimal downtime
Approach: Provide examples of planning minimal-downtime upgrades from a variety of starting scenarios

When upgrading Caché, Ensemble or your application on your business-critical system, you want zero or minimum downtime. This session explores the problems and options when upgrading, and how mirroring can reduce or eliminate business disruption, with practical steps and a demonstration.

Content related to this session, including slides, video and additional learning content can be found here.

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Been testing out the Production Validator toolkit, just to see what we can/not do with it. Seems really interesting and there seem to be some use cases for it that can really streamline some upgrades (or at least parts of upgrades) but I was running into so many hurdles with the documentation. I am curious if anyone else has used it.

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InterSystems has corrected a defect that causes invalid database and journal records to be introduced when using a specific $LIST syntax. The likelihood of encountering this defect is very low but the operational impacts can be significant.

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