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SQL is a standard language for storing, manipulating and retrieving data in relational databases.

Announcement Celeste Canzano · May 12, 2025

Hi everyone! 

We’re currently determining the passing score for this exam and expect to publish it in late March or early April. Pass / fail notification emails for beta testers will also be sent out around that time!

For candidates interested in taking the SQL Professional exam at Ready 2026, please see the preparation materials and exam topics below.


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Question Yone Moreno Jiménez · Jun 23, 2025

Hello, good morning, thank you so much for reading this question. ☺️🙂👍

We are developing a code to get information about our Production's items: services, processes and operations.

We know we can get various configurations of a given item: Category, Port, Enabled...

But we wonder how we could get the date time of the last mesage (most recent) received in an item.

To give a code snippet a small section of the code we have developed (and tested), it looks like:

[...]

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Question Eduard Lebedyuk · May 24, 2017

How do I write DDL script for collection properties?

For example I want to create the following class:

Class SQLUser.Person {

Property Name As %String;

Property FavoriteColors As list Of %String;

}

My DDL script looks like this:

CREATE TABLE Person (Name varchar(50), FavoriteColors ???)
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Article Guillaume Rongier · Jul 8, 2024 6m read

Flask_logo

Description

This is a template for a Flask application that can be deployed in IRIS as an native Web Application.

Installation

  1. Clone the repository
  2. Create a virtual environment
  3. Install the requirements
  4. Run the docker-compose file
git clone
cd iris-flask-template
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
docker-compose up

Usage

The base URL is http://localhost:53795/flask/.

Endpoints

  • /iris - Returns a JSON object with the top 10 classes present in the IRISAPP namespace.
  • /interop - A ping endpoint to test the interoperability framework of IRIS.
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Article Harry Tong · Jun 6, 2025 2m read

If you're migrating from Oracle to InterSystems IRIS—like many of my customers—you may run into Oracle-specific SQL patterns that need translation.

Take this example:

SELECT (TO_DATE('2023-05-12','YYYY-MM-DD') - LEVEL + 1) AS gap_date
FROM dual
CONNECT BY LEVEL <= (TO_DATE('2023-05-12','YYYY-MM-DD') - TO_DATE('2023-05-02','YYYY-MM-DD') + 1);

In Oracle:

  • LEVEL is a pseudo-column used in hierarchical queries (CONNECT BY). It starts at 1 and increments by 1.
  • CONNECT BY LEVEL <= (...)
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Question Andrew McCrevan · Jun 5, 2025

How would you go about creating an SQL Stored Procedure that would result in the same output as "IN LIKE"?
For example...
CustomersTable

RecordId CustomerName
123 Mark Stevens
456 Betty Johnson
789 John Stevens
321 Brian Smith
654 John Markson
987 Tom Obrian
selectfromwhere

Would return:

123 Mark Stevens
456 Betty Johnson
789 John Stevens
654 John Markson
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Question Jean Millette · Jun 3, 2025

Hello,

I have a class with a "Unique" index (pxfactidIndex) on a %Numeric property (pxfactid) (partially-edit code snippet below):

PropertyAs%Library.Numeric

I see the following odd behavior when counting how many records have that property set to null:

  • The first query (17) returns the number of records in the table. The 2nd query (18) returns what I expect: all records have non-null values for that "pxfactid" property. However, when I run the 3rd query (19) which counts all records with non-null values in that field, I get a much smaller, unexpected, number.

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Question Scott Roth · Jun 4, 2025

Does anyone have a query that I could run to show a Vendor the time difference between when a message was sent out a BO, and when we received the HL7 ACK back that is associated with the message sent?

I am trying to prove to this vendor of the delay we are seeing getting the ACK back because of a Timeout

I know how to pull Ens.MessageHeader, and EnsLib.HL7.Message but not sure how to match up the Message with the HL7 Acknowledgement received.

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Question Kurro Lopez · May 28, 2025

Hi community.

I was wondering if it was possible to use something like EnsLib.SQL.InboundAdapter with tables in IRIS.

This library monitors when a record has been inserted into a table in an external database, so it requires a DSN to connect to that database.

My goal is to make a call to an external API that takes a long time, it could spend nearly an hour (or more) completing its processes, but I don't want to block the main process.

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Question Fabio Care · May 27, 2025

I am testing vectorsearch, while doing so I am trying to paginate my resultset for a "next page" function to give me the first, second, third 15 entries within a table. 

For this I have two embedding classes. One with a HNSW Index (vectornomicembedtextlatest), and one without (vectornomicembedtexttest).

Calling SELECT ID,PRIMKEY FROM SQLUser.vectornomicembedtexttest LIMIT 5 OFFSET 1 works fine with the first entry having the rowID of 486448. (I deleted old entries in the beginning and reused the table)

SELECT ID,PRIMKEY FROM SQLUser.

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Announcement Andreas Schneider · May 25, 2025


I'm excited to announce a major update to SQL Data Lens – a powerful database client and metadata explorer – that opens up new, free possibilities for the InterSystems community.

SQL Data Lens is now completely FREE to use with InterSystems IRIS Community Edition!

No more “localhost only” restrictions
No more limits on the number of connections

No license? No problem.
You can now connect to InterSystems IRIS Community Edition—completely license-free—using the fully functional Free Edition of SQL DATA LENS. Explore all the features, no strings attached.

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Question Martin Nielsen · May 2, 2025

Hi, I am unsure how to remove this restriction; when I am performing dynamic SQL using ##class(%SQL.Statement).%ExecDirectNoPriv(, .query, args...)

It works fine, but the moment I add specific properties from the persistent class I am performing the select on into the WHERE clause, I get: ERROR #5540: SQLCODE: -99 Message: User UnknownUser is not privileged for the operation.

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Question Kim Jiyong · May 15, 2025

Hello. Currently, we are developing using Cache 2018 version.
Our team is working on improving an existing legacy program so that it can also be used on the web.

Before asking my question, here is the development environment.

  • IDE: IntelliJ
  • Framework: Spring Boot, MyBatis
  • DB Connection: JDBC (using the library provided by InterSystems)

Currently, we are successfully mapping global data through the %PERSISTENT class and able to query it with SQL. However, the problem is that the retrieved "Korean" data is all broken.

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Article sween · Mar 4, 2024 8m read

If you are a customer of the new InterSystems IRIS® Cloud SQL and InterSystems IRIS® Cloud IntegratedML® cloud offerings and want access to the metrics of your deployments and send them to your own Observability platform, here is a quick and dirty way to get it done by sending the metrics to Google Cloud Platform Monitoring (formerly StackDriver).

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Question MARK PONGONIS · Jul 17, 2018

Would like to know if there is an alternative or better way to paginate through a dataset using dynamic SQL than what I am using below. The problem is that as the potential pool of data gets larger, this code slows down to the point of not being useable. In analyzing each line of code below, it appears the slow down is related to the initial rset.%Next() iteration. Is there anything available which does not require a subquery/%VID such as a simple LIMIT/OFFSET?

My code is similar to :

s sql=##class(%SQL.Statement).

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Question Pravin Barton · Apr 29, 2025

I have an IRIS persistent class with a %Stream property whose value is a JSON object. I'd like to use a SQL trigger to pull some value out of the JSON and persist it in another property, for easy querying and indexing. See below for a minimal example:

ClassExtends%PersistentAsinsertintoContents

However, the SQL insert fails in the trigger with a JSON parsing message like this:

<THROW>InsertRow+9^PAB.DebugStream.1 *%Exception.SQL -415 -415 InsertRow+9^PAB.DebugStream.1 Error occurring during INSERT in table 'PAB.DebugStream':  $ZE=<THROW>%FromJSON+22^%Library.DynamicAbstractObject.1 *%Exception.General Parsing error 3 Line 1 Offset 1

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Question Scott Roth · Apr 28, 2025

I am struggling with returning a SQL Query Result that may have multiple rows that can be searched.

 set"SELECT Facility FROM FROM osuwmc_EnterpriseDirDB.RelationshipMedCtrID WHERE OSUmedcenterID = ?"

I need to take the values that are returned and say search them for a single value. How would I go about returning the EnsLib.SQL.Snapshot into a Array or List for it to be searchable.

Can this be done internally within the DTL, so I don't have to go build a Business Process and Outbound SQL Adapter Operation?
 
 Thanks

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Article Irene Mykhailova · Apr 25, 2025 4m read

When working with InterSystems IRIS, database developers and architects often face a critical decision: whether to use Dynamic SQL or Embedded SQL for querying and updating data. Both methods have their unique strengths and use cases, but understanding their performance implications is essential to making the right choice. Response time, a key metric in evaluating application performance, can vary significantly depending on the SQL approach used. Dynamic SQL offers flexibility, as queries can be constructed and executed at runtime, making it ideal for scenarios with unpredictable or highly variable query needs. Conversely, Embedded SQL emphasizes stability and efficiency by integrating SQL code directly into application logic, offering optimized response times for predefined query patterns.

In this article, I will explore the response times when using these two types of SQL and how they depend on different class structures and usage of parameters. So to do this, I'm going to use the following classes from the diagram:

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InterSystems Official Daniel Palevski · Apr 22, 2025

The 2024.1.4 and 2023.1.6 maintenance releases of InterSystems IRIS® data platform,InterSystems IRIS® for HealthTM, and HealthShare® Health Connect are now Generally Available (GA). These releases include the fixes for the following alert recently issued - Alert: SQL Queries Returning Wrong Results | InterSystems. Please share your feedback through the Developer Community so we can build a better product together.

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Question Scott Roth · Apr 22, 2025

I was wondering if someone could help me. In the past I have been able to call external Stored Procedures through a SQL Outbound Connection and have them return me the EnsLib.SQL.Snapshot to use within a BPL to extract data.

But this time instead of using a SQL Outbound BO to make the Stored Procedure call, I decided to create a Linked Stored Procedure through the %JDBC_Server to point to the Stored Procedure out on MS SQL.

However, I am struggling to get the code just right to return the Column value from the Linked Stored Procedure.

 set##class
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Article José Pereira · Aug 2, 2024 28m read

An experiment on how to use the LangChain framework, IRIS Vector Search, and LLMs to generate IRIS-compatible SQL from user prompts.

This article was based in this notebook. You can run it with a ready to use environment with this application in OpenExchange.

Setup

First, we need to install the necessary libraries:

!pip install --upgrade --quiet langchain langchain-openai langchain-iris pandas
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Question Michael Davidovich · Apr 10, 2025

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.

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