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Article David Hockenbroch · Feb 25 2m read

Inspired by @Ashok Kumar T's post on the ideas portal here as well as my own wishes for a solution to this problem, I have come up with a simple way to allow more complete and consistent JSON queries without having to specify every desired field. I have created a class that extends the built-in %JSON.Adaptor class and makes its %JSONExportToString and %JSONExportToStream methods accessible through SQL with just a couple of simple SqlProc Methods.

Class DH.JSONAdaptor Extends %JSON.Adaptor [ Abstract ]
{
ClassMethod jsonstring(id, map = "") [ SqlProc ]
{
	try{
		set myobj = .
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Article David Hockenbroch · Feb 18 7m read

In the previous article, we examined how we can use the %CSP.Request and %CSP.Response classes to test a REST API without having the API fully set up and accessible across a network with an authentication mechanism. In this article, we will build on that foundation to perform some simple unit testing of one of our REST API methods.

The unit testing framework requires a couple of setup steps before we can use it. First, we have to ensure that the unit testing portion of the management portal is enabled so we can review the results of our tests.

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Article David Hockenbroch · Jan 7 7m read

 

There are numerous excellent tools available for testing your REST APIs, especially when they are live. Postman, various web browser extensions, and even custom ObjectScript written with %Net.HttpRequest objects can get the job done. However, it is often difficult to test just the REST API without inadvertently involving the authentication scheme, the web application configuration, or even network connectivity. Those are a lot of hoops to jump through just to test the code within your dispatch class. The good news is that if we take our time to understand the inner workings of the %CSP.REST class, we will find an alternative option suited for testing only the contents of the dispatch class. We can set up the request and response objects to invoke the methods directly.

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Article David Hockenbroch · Dec 4, 2025 6m read

InterSystems IRIS provides extensive configurable security options, yet many developers primarily use roles and resources to secure entire tables or routines. Today, we will delve deeper. We can also secure individual columns and rows separately, but these two mechanisms operate very differently. Let's begin with the columns.

Column Security

For testing and demonstration, we will keep our table structure concise and straightforward. We have a table called "Person" in the USER namespace that contains an ID column, a date of birth column (DOB), first name, and last name. 

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Article David Hockenbroch · Nov 24, 2025 4m read

Inevitably, you will eventually need to move your code up from one version of IRIS or Cache to a more recent version of IRIS. There are a few good steps you can take to set yourself up for success in that process.

Read Documentation Carefully

Before you move anything you should check out the IRIS documentation page for many useful resources on changes made to various versions of IRIS. If you are upgrading through multiple versions, you will want to check on the documentation for all of them, not just the version to which you will upgrade.

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Article David Hockenbroch · Nov 3, 2025 8m read

When I was younger (a question about exactly how much younger is outside the scope of this article), the word “token” meant fun. You see, just a couple of times a year, I would get to go to an arcade and play some amusing video games with my friends.

These days, tokens signify security. JSON Web Token (JWT) Authentication has become one of the most popular standards for securing REST APIs. Fortunately for IRIS users, we have a straightforward way to set up applications to be protected this way. Yet, the idea is still similar to my old arcade days.

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Article David Hockenbroch · Jul 10, 2025 16m read

Dear community, I have a confession to make. I have not gotten over Zen yet. Alas, all good things must come to an EOF, so I am currently learning about Angular. I am working on proving to myself that with the right back end and Angular components, I can deliver to myself and my team a very Zen-like experience in this environment. Since this is my first attempt, here is a fair warning: I will be providing some rather large code samples before discussing them. Please warm up your mouse and hand for extensive upcoming scrolling!

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Article David Hockenbroch · Apr 22, 2025 7m read

The Good Old Days

The %Library.DynamicObject class has been in IRIS since before it became IRIS. If you have been using it since the Cache days, you may want to brush up on some of its changes.

In Cache 2018, the %Get method only had one argument. It was the key to retrieving from the JSON, meaning that if your JSON object called myObj, it would look like the following:

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Question David Hockenbroch · Jan 8, 2025

I need to see the full SMTP trace when a %Net.SMTP attempts to send an email to troubleshoot an issue. As far as I know, the only way to get that is to uncomment line 192 in the %Net.SMTP class.

 //:#define SMTPTRACE

I've done this in the past by giving myself the %DB_IRISSYS role, so I tried that. That database is also not mounted as read-only.

Of course the bigger issue here is that I can't seem to get that trace without having to edit a system class or create my own, but to fix my more immediate issue, what else do I need to check that would be preventing me from editing that class?

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Question David Hockenbroch · Nov 8, 2024

I'm having an issue with sending SMTP requests from a specific Microsoft 365 account to Gmail accounts. We can use other Microsoft 365 accounts, but something about this one specific account sending to Gmail fails. The error we get is just telling us that sending to the user xxxxx@gmail.com failed. In order to troubleshoot that, I'm looking for more detail than that.

I see %Net.SMTP objects have a Debug property, but when I set it to 1, I can't see anything happening differently. What does that debug value do?

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Article David Hockenbroch · Nov 5, 2024 7m read

As we keep updating our software, we often realize that we require more and more modern solutions. So far, only one major piece of our software relies on reading barcodes in documents and images. Since Cache did not have a means of reading barcodes in the past, we have always achieved our goals by using a Visual Basic 6 application. However, it is no longer an ideal solution because it is currently complicated to maintain it. IRIS also lacks this capability, but it has recently got an option that makes up for it: embedded Python!

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Article David Hockenbroch · Oct 14, 2024 9m read

Many programming languages use the try-and-catch construct to handle runtime errors gracefully. If the code within the try block encounters an error, it will throw an exception to the catch block, where the error handling occurs. Today we will dive into the ObjectScript implementation of this construct and discuss some ways to clean things up.

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Question David Hockenbroch · Oct 12, 2024

When I install the numpy package on Python on my PC using:

pip install numpy

I can use it in python on my machine. If I do:

pip install --target C:\InterSystems\IRIS\mgr\python numpy

I get errors any time I try to import it in embedded python.

Traceback (most recent call last):
  File "c:\intersystems\iris\mgr\python\numpy\_core\__init__.py", line 23, in <module>
    from . import multiarray
  File "c:\intersystems\iris\mgr\python\numpy\_core\multiarray.py", line 10, in <module>
    from . import overrides
  File "c:\intersystems\iris\mgr\python\numpy\_core\overrides.
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Article David Hockenbroch · Sep 11, 2024 9m read

Do not let the title of this article confuse you; we are not planning to take the InterSystems staff out to a fine Italian restaurant. Instead, this article will cover the principles of working with date and time data types in IRIS. When we use these data types, we should be aware of three different conversion issues:

  1. Converting between internal and ODBC formats.
  2. Converting between local time, UTC, and Posix time.
  3. Converting to and from various date display formats.
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Article David Hockenbroch · Jul 16, 2024 6m read

For programmers new to ObjectScript, one question will inevitably arise: “What is the difference between methods and class methods?” A typical answer would be: “A class method applies to a class, but a method applies to an instance of that class.” While that answer is correct, it lacks important information on how these methods differ, and how they are used in ObjectScript. Many things could be written as either. For instance, suppose we had a class called “User.Person” with a property called “Name”.

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Article David Hockenbroch · May 9, 2024 9m read

 In our previous article, we explored how to send emails through Microsoft 365 using the Graph API. Since then, an anonymous client reached out to me about setting up some other methods of notifications through that API. He was particularly interested in Outlook’s tasks and calendar events. 

If you still have your client ID, client secret, and application ID from the last exercise, you may continue utilizing them. We will reuse the globals we stored from before with the GetToken method. Most of the setup in Microsoft Entra will not need to be repeated.

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Article David Hockenbroch · Apr 25, 2024 3m read

I came up with a challenge for myself to come up with a way to make a variable watch itself for a certain value and do something when it hits that value without having to check it every time something touches it. Basically, a way to say "if at any point during the execution of this code, if x = 0 (or whatever the condition is) do this thing." The class I ended up with watches a %Status:

Class User.WatchedStatus Extends %RegisteredObject
{
Property sc As %Status [ InitialExpression = 1, SqlComputeCode = {set {*} = ##class(User.WatchedStatus).
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Article David Hockenbroch · Apr 2, 2024 9m read

One of the most common kinds of integration we are asked to do is emailing. One of the most typical email services our customers use is Microsoft’s Office 365. After setting up the right configuration on the Microsoft side, we can email from IRIS with two HTTP requests. By the end of this article, we will be able to send an email with an attachment through our Microsoft 365 service!

Microsoft’s REST API, called Graph, allows you to do a lot of things within Microsoft’s various apps, and it is precisely what we will employ to send our email.

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Article David Hockenbroch · Feb 19, 2024 7m read

“I have been waiting for thirty seconds for service. This is outrageous! I am leaving!”

“I am very sorry to hear that, sir. Perhaps, next time, you should make a reservation.”

If you heard that comment at your favorite restaurant, you would think the person saying it was being ridiculous. However, in the context of your API, it makes perfect sense. Just like your favorite eatery, your API has some regular patrons who, as you know, will be visiting one day or another. It would be great to be able to make a standing reservation for them as well.

It will involve a couple of IRIS fundamentals.

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Article David Hockenbroch · Jan 24, 2024 7m read

The ideal number of table permissions to assign for your users is zero. Permissions should be granted upon sign-in based on the application used for access. For web applications, we have a simple way of doing this by appointing application roles, matching roles, and required resources in the System Management Portal.

ODBC and JDBC connections present a different problem, however, especially when third-party applications are involved. As providers of an ERP system, our customers often wish to be able to employ various software packages to integrate with or report on their data. Many of these programs are capable of running any kind of query. Yet, letting them do that can be devastating to a customer’s data.

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Article David Hockenbroch · Jan 4, 2024 22m read

So far, we have covered how to use ObjectScript to manage users, roles, resources, and applications. There are a few other classes in this package that work similarly to the ones mentioned above. However, these four classes are the ones everyone will have to use to manage their application security. Suppose you wanted to create your own Security management portal for this package. There would be some specific issues to think about for an API. Since the classes use similar methods, we can create fewer API endpoints using indirection.

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Article David Hockenbroch · Nov 2, 2023 9m read

Here in %SYS, we have already examined users, resources, and roles. Now that we know how to set all of that up, we should give it a purpose. Next we will talk about applications! As you may expect, we will see various identical class methods defined here that we have seen in the previous classes. However, some of them will have some tiny yet significant differences.

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Article David Hockenbroch · Oct 4, 2023 8m read

We are back to %SYS once again! Since we covered managing users and resources in the last two articles, we can finally move on to roles. As you may have guessed, there are a lot of methods of managing them that you have already seen in our previous writings. However, we can still encounter key differences in this particular class.

Before we begin, bear in mind that this is another class that should not be manipulated through direct SQL access. In newer versions of IRIS, you will find a NoSQL trigger that will prevent you from doing that anyway.

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Article David Hockenbroch · Sep 27, 2023 7m read

Welcome back to %SYS! If you read the first article in this series, you must have already seen how to manage your users through the Security.Users class programmatically. Today, we will move on to Resources! Many of the classes in this package use a very similar set of methods. That means that the more we cover, the more familiar you will feel about the subject.

Users are a bit complicated and have a lot of options. Resources, on the other hand, are much simpler. They have names that can be chosen from almost anything you can come up with. However, there are a handful of rules to keep in mind.

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Article David Hockenbroch · Sep 14, 2023 9m read

Have you ever thought of creating your own systems for editing users or, perhaps, even an API that you can call? Today, you’re going to join me in the %SYS namespace and get to know Security.Users! 

This class has forty properties, many of which you’ve seen before in the System Management Portal. There are class methods for manipulating most of those properties. Every method in this class is a class method, and in most of them, the username is passed as an argument. These methods can be used when you do not want to open and directly manipulate the user’s objects, which is a bad idea anyway!

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Article David Hockenbroch · Jun 2, 2023 5m read

We are looking at what we need to do to migrate from our current usage of Zen reports to InterSystems Reports. One of the hurdles for us is figuring out ways to interact with InterSystems reports programmatically from ObjectScript routines. There is a Java API for it, but it is possible to generate a report from InterSystems reports to a stream object in ObjectScript without diving into Java by using a %Net.HttpRequest.

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Question David Hockenbroch · Nov 2, 2022

Is there a way to add specific table permissions to a security role programmatically? I'm working on scripting some of the initial setup work when we sell certain add-ons to our software, and I see how I can assign resources to a role and give it a description, but I don't see how I tell it that this role gives the user, for example, SELECT privileges only on the invoices table, or SELECT, INSERT, UPDATE, and DELETE.

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Question David Hockenbroch · Oct 28, 2022

In Cache 2018, we were using a macro in a query that looked like this:

select $$GetExtraSQL^GetExtra('B',bddtl.odnumb,bddtl.odsnum,bddtl.oddsc1) as "Description", * from sqluser.bddtl

We could save that query as a view, and there was no problem with it.

In IRIS, if we put that query into SQL in the management portal, it still works, but if we save that query as a view, when we try to run a query on that view, we get a big error message:

ERROR #5540: SQLCODE: 400 Message: Process 604526 failed to compile Cached Query Class %sqlcq.R001.

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