For production IRIS APIs, a practical baseline is to combine strong authentication, RBAC-based authorization, TLS everywhere, and auditing/monitoring, with API management in front of exposed services when appropriate. [1][2][3][4][5]

Authentication and authorization

• For API security, apply an OAuth or JWT plug-in to the API endpoint, and manage producer/consumer keys in the Admin Portal. [1]
• InterSystems IRIS REST services support multiple authentication approaches, including HTTP authentication headers, web session authentication, and OAuth 2.0 authentication. [3]
• For individual REST endpoints, you can use Basic Auth or JWT (OAuth 2.0), and you can specify required privileges by editing the OpenAPI XData block in the specification class and by using the SECURITYRESOURCE parameter in the dispatch class. [3]
• For broader enterprise identity integration, IRIS can use LDAP-mapped users for SSO, delegated authentication, instance-managed authentication, OS authentication, hash authentication, two-factor authentication, and Kerberos with OS authentication. [1][6]

Token management

• A documented approach is to use InterSystems API Management (IAM) either to validate incoming access tokens generated by a third-party authorization server, or to both issue and validate access tokens itself. [5]
• IAM also centralizes security mechanisms such as OAuth 2.0 or Key Token Authentication. [3]

Note: You should only use Resource Owner Password Credentials flow when the client app is highly trusted, as it directly handles user credentials. In most cases, the client should be a first-party app. [5]

Role-based access control

• IRIS uses a role-based access control model in which users are assigned roles, and roles are authorized to use specific resources. This applies to databases, services, applications, and administrative actions. [2][7]
• Recommended practice is to define resources for databases and services, create roles with the needed privileges, and assign roles to users rather than granting permissions directly to users. [2]
• IRIS authorization can also be restricted at schema, table, and row level, and fine-grained authorization rules can be implemented using method class callbacks such as %SecurityPolice in persistent classes. [1]

API gateway / API management

• IAM provides centralized monitoring and control of API traffic, including throttling throughput, configuring payload size limits, whitelisting or blacklisting IP addresses, and placing endpoints into maintenance mode. [3]
• IAM also provides central security, developer onboarding, and scalability features, making it a suitable recommendation where you want a gateway layer in front of IRIS APIs. [3][5]

Encryption and secure communication

• Secure REST services with both authentication and SSL on the transport layer. [3]
• IRIS supports named SSL/TLS configurations for HTTP and other communications, so applications can programmatically reference a stored configuration and have IRIS handle the TLS connection. [4]
• IRIS also supports X.509 certificate storage and use, plus CA certificate-based validation of signatures. [4]
• For stored data protection, IRIS supports database encryption, and additional custom encryption of data elements is also possible. [1][4]

Monitoring and logging

• Auditing is enabled by default in InterSystems IRIS, and you can configure events under System Administration > Security > Auditing > Configure System Events. [2][6]
• Audit records are stored in the dedicated IRISAUDIT database, and you can review them under System Administration > Security > Auditing > View Audit Database. [2][6]
• Auditing can capture items such as user, IP, event source, and event details; for APIs, an audit plug-in can be configured. [1]
• Additional monitoring options mentioned for IRIS environments include Diagnostic Report, Log Monitor, System Monitor, and SAM (System Alerting and Monitoring). [1]

Important Notes: [2]

• The audit database is stored in a dedicated database called IRISAUDIT
• Audit events can be viewed through System Administration > Security > Auditing > View Audit Database
• Default enabled events vary based on installation security level (Minimal, Normal, or Locked-down)

Common mistakes to avoid

• Do not leave default passwords in place; specifically, the default SYS password is identified as a critical vulnerability and should be changed immediately after deployment. [2]
• Do not grant permissions directly to users; use roles and resources instead. [2]
• Do not transmit credentials or sensitive data over unencrypted connections; configure TLS/SSL for web apps, database connections, and external API calls. [2]
• Do not overprivilege users; follow least privilege and regularly review role assignments. [2]
• If exposing APIs publicly, avoid putting authentication/authorization complexity only in backend services when IAM can act as a front-door validator or authorization server. [5]
• When using OAuth flows, avoid using Resource Owner Password Credentials except for highly trusted first-party clients. [5]

Useful production-oriented approach

1. Protect each REST application/web application with an appropriate authentication method and associated security resource. [6][3]
2. Use OAuth 2.0/JWT for API access, preferably with IAM as the centralized enforcement point when you need gateway capabilities. [1][3][5]
3. Implement RBAC with resources and roles, and apply least privilege. [2][7]
4. Configure TLS/SSL for all inbound and outbound communications and use certificate management features as needed. [2][4]
5. Enable and review auditing, especially login failures and other security-relevant events. [2][6]
6. Add operational monitoring through IRIS monitoring tools and SAM where broader observability is needed. [1]

If you want, I can next turn this into a concrete IRIS production security checklist for REST APIs, or a reference architecture using IRIS + IAM + OAuth2 + RBAC.

Sources:

A practical production monitoring approach is to combine built-in portal monitoring, REST-exposed metrics, and production-specific monitoring if you use interoperability. [1][2]

For built-in tools, the Management Portal provides system usage and performance monitoring, including the System Usage page under System Operation > System Usage. The documented statistics there include:

• Global references (all) and Global update references to track overall database activity
• Routine calls
• Routine buffer loads and saves, where in a well-tuned environment this should increase slowly because most loads are satisfied by routine cache memory
• Logical block requests
• Block reads and Block writes for physical database I/O
• WIJ writes
• Journal entries and Journal block writes [1]

Those metrics are useful for spotting bottlenecks in database access, cache effectiveness, disk I/O pressure, and journaling activity. [1]

The portal documentation also identifies three categories of performance information to monitor:

• System Usage Table
• Shared Memory Heap Usage
• Interoperability Usage [1]

If you want dashboard-style monitoring and integration with external monitoring systems, InterSystems IRIS exposes metrics through a REST /metrics endpoint. The returned metrics include, for example:

• write daemon timing such as iris_wd_write_time
• write image journal timing such as iris_wij_write_time
• Work Queue Manager metrics such as:
  • iris_wqm_active_worker_jobs
  • iris_wqm_commands_per_sec
  • iris_wqm_globals_per_sec
  • iris_wqm_max_active_worker_jobs
  • iris_wqm_max_work_queue_depth
  • iris_wqm_waiting_worker_jobs [2]

These REST metrics are appropriate when you want dashboards and monitoring integrations rather than relying only on the Management Portal. [2]

If you run interoperability productions, there is a dedicated monitoring path. The production state itself can be monitored to check whether productions are running and whether they are in bad states, using the Production Monitor. [3]

For interoperability metrics through REST, metric collection for productions is disabled by default. To enable monitoring for a production namespace, the documented steps include switching to the namespace and running:

set $namespace = "[interopNS]"
do ##class(Ens.Util.Statistics).EnableSAMForNamespace()

[2]

To gather more detailed production metrics, you can also:

• enable activity monitoring with Ens.Util.Statistics.EnableStatsForProduction
• add Ens.Activity.Operation.Local to the production
• enable Provide Metrics for SAM for HTTP or SOAP outbound operations if you want HTTP transmission metrics [2]

Note:

The interoperability production data collected by the /metrics endpoint described in this section is very granular, providing detailed information about number of messages processed, average number of characters processed, etc. Users who wish to do a broader check-in about the statuses of their production interfaces can take advantage of REST APIs for Interoperability Usage Metrics. [2]

Note:

If the recording of metrics is enabled for a namespace but the corresponding production is not active, the /metrics endpoint does not return any metrics. [2]

Note:

Currently, HTTP transmission metrics are only collected for business operations which invoke actors using the Queue style (not inProc). For more information on the difference between these invocation styles, see Defining a Business Operation Class. [2]

For community-recommended practice, one cited recommendation is to set up an automated 24-hour system performance report using ^SystemPerformance, and then generate performance charts using YASPE for insight into how the system is handling load. Another community recommendation in the same discussion is to enable the History Monitor, which was described there as providing almost everything ^SystemPerformance gives, with less effort. That same discussion also mentions using INFORMATION_SCHEMA.STATEMENT_DAILY_STATS for SQL performance statistics and checking interoperability activity and volume statistics for productions. [4]

So, a practical production recommendation is:

1. Use the Management Portal regularly for core system usage, shared memory, and interoperability usage views. [1]
2. Track key low-level indicators such as block reads/writes, logical block requests, WIJ writes, journal activity, and routine buffer loads/saves to identify I/O, cache, or journaling pressure. [1]
3. Use the REST /metrics endpoint for external dashboards and monitoring integrations. [2]
4. If you use interoperability, enable production-specific metrics and use the Production Monitor for status and bad-state monitoring. [3][2]
5. For longer-term trend analysis, consider ^SystemPerformance with YASPE, and the History Monitor, as recommended in the community discussion. [4]

Sources:

q is the ObjectScript QUIT command, which exits the current context, but it is not the documented way to leave the ObjectScript shell itself. To exit the shell, enter HALT or H (case-insensitive). [1]

If your script is launching an InterSystems terminal session and waiting there, use HALT/H to return to the operating system prompt rather than q. [1]

If your goal is to have the shell script test a status afterward, one documented approach is to run the command through csession and then read the OS return code with $? in the shell. The example shown is:

csession $instance -U%SYS "##Class(Backup.General).ExternalFreeze()"
rc=$?

and then test rc in the shell script. [2]

That same discussion also shows that if you need to explicitly set an OS exit code from ObjectScript, you can use:

Do $System.Process.Terminate(,exitCode)

An older equivalent mentioned there is:

Do $zu(4,$job,exitCode)

[2]

So for your case, replacing the attempt to send q with an actual shell exit from ObjectScript (HALT/H for shell exit, or an explicit process termination with an exit code if needed) is the direction supported by the retrieved material. [1][2]

Sources:

It is acceptable to reuse message classes across different Business Operations. A Business Operation can accept many kinds of request messages, and the supported request types are defined at the method level through the operation’s message map rather than as a single operation-wide request/response pair. The message map can contain multiple MapItem entries, each matching a different request class to a different method, and if no entry matches, OnMessage is called. [1][2]

A message handler method is defined with a specific request class and response class signature:

Method Sample(pReq As RequestClass, Output pResp As ResponseClass) As %Status {}

This shows that request/response classes are tied to individual handler methods, not necessarily uniquely to an entire Business Operation. [2]

If you want to keep things organized as integrations grow, documenting the operation’s intent and interface is considered best practice, especially when they are not trivial. One discussion also notes that developers need clearer visibility into supported request and response classes, and shows an approach to expose those through helper properties derived from the message map. [1]

There are also examples showing both patterns in use:

• a generic Business Operation used with generic request/response classes, where flexibility is prioritized [3]
• generated dedicated Business Operations with dedicated request/response message classes, where direct field-level message definitions are “a great help” when using the request builder [3]

So the documented material supports both approaches: reuse generic request/response classes when that fits your design, and create dedicated message classes when clearer, more direct interfaces are helpful for maintainability and tooling. [1][3][2]

Sources:

A few concrete project ideas and learning approaches showed up in the retrieved materials:

• Build a small persisted app with a couple of related classes, such as an event system with Event and Attendee objects. One example creates simple %Persistent classes with properties like title, description, date, and a list of attendees, then stores and retrieves them. That teaches class definitions, object creation, saving, IDs, relationships, and how persisted objects map into globals. [1]

• Create small persistent classes first, then experiment with simple SQL against them. One source specifically recommends that beginners “create small persistent classes” and “try simple Embedded SQL,” which makes a good practice-project pattern: model a small domain, store records, and query them back. [2]

• Avoid jumping straight into raw globals for your first learning projects. Multiple sources suggest preferring %Persistent classes for application data because they give you schema, indexes, SQL integration, and a cleaner model, while globals are better understood after you know the consequences. So a meaningful beginner project would be something like a contact list, task tracker, or simple catalog implemented as persistent classes rather than direct ^Global storage. [3][2]

• Include transactions in the project once you start doing multi-step updates. A useful learning exercise is any project with a logical “unit of work,” because it forces you to practice TSTART / TCOMMIT / TROLLBACK and understand consistency. [3][2]

• Add proper error handling as part of the project design. Sources recommend wrapping risky operations in TRY/CATCH, so even a small CRUD-style app becomes more educational if it includes validation, save failures, and readable error reporting. [3][2]

• Use the project to learn native ObjectScript features instead of creating a compatibility layer from another language. One source advises against building lots of synonym wrappers and custom macros for familiar functions from other languages, because that slows down becoming fluent in ObjectScript itself. [4][5]

• Work through small experiments rather than one large system. One source explicitly says the best habits were “small experiments,” frequent searches, and using tools like the Management Portal and VS Code to inspect classes. Another person describes learning “as I am building,” by playing around with code while building real things. [2][6]

• Puzzle or demo projects can also work. A collected learning-resources page explicitly lists a “SUDOKU demo” among ObjectScript learning material, which suggests that algorithmic toy projects are also a viable way to get comfortable with syntax and core language constructs. [7]

If you want project ideas that fit these recommendations well, the documents support these kinds of beginner-friendly shapes:

1. Event/attendee manager with persisted classes and relationships. [1]
2. Small record-based app using %Persistent plus simple SQL queries. [2]
3. CRUD app with transactions and error handling built in from the start. [3][2]
4. A small puzzle/demo app such as Sudoku to practice language syntax and logic flow. [7]

For someone coming from C#, the strongest pattern in these sources is: start with a small object model, store it with %Persistent, query it back with SQL, and deliberately practice transactions and TRY/CATCH as part of the project rather than treating them as advanced topics. [1][3][2]

Sources:

You can validate indexes with either $SYSTEM.OBJ.ValidateIndices() or %Library.Storage.%ValidateIndices(). Both methods check index integrity and can optionally correct problems. They can validate a specified %List of index names or all indexes for the table. [1][2]

For rebuilding, %BuildIndices() is the preferred method rather than %ValidateIndices(), because %ValidateIndices() is significantly slower. %BuildIndices() can rebuild all indexes or a specified list of indexes. [1][2][3][4]

If your goal is just to rebuild known corrupt indexes, the available material confirms that %BuildIndices() accepts a $ListBuild() of index names, for example:

SET status = ##class(myschema.mytable).%BuildIndices($ListBuild("NameIDX","SpouseIDX"))

[3][4]

The available documents do not describe a memory-safe way to return only the names of corrupted indexes without accumulating row-level errors in the %ValidateIndices error array. They describe validation behavior and rebuilding options, but do not provide a documented mechanism for “index names only” output in the situation you described. [1][2][3][4]

You may also use $SYSTEM.OBJ.ValidateIndices() if you want validation to include collection child tables for the table; %Library.Storage.%ValidateIndices() requires separate calls for collection child table indexes. [1][2]

Sources:

The straightest path shown in the available material is:

1. Install the built-in IPM client code if needed:

do $system.OBJ.Load($System.Util.InstallDirectory()_"dist/install/misc/zpm.xml","ck")

Then start the shell with:

zpm

1

2. Configure a repository, because install works only “from a configured repository.” The IPM command reference explicitly says:

• repo “configures the current namespace to search for modules on a remote server or on the local file system.”
• install “installs a module from a configured repository.”
  
  1

3. If you want a purely local/offline workflow, the documented local mechanism in the retrieved material is to use a local directory and load a module from its manifest location. The docs state that modules can reside in “Local directories,” and give this example:

zpm:USER>load C:\InterSystems\IRISTest\ipm\mysample\1.0.0

It also says load is used to load the module into your local instance, specifying the location of the manifest file. 1

So, based on the returned documentation, the simplest offline approach is to place the unpacked module contents in a local directory containing module.xml, then use load <path> rather than trying to install a .tgz file path directly. 1

For a private-registry approach instead of direct local loading, the retrieved documents show that the supported pattern is to run zpm-registry, then point the client at that registry:

zpm:USER>install zpm-registry
zpm:USER>repo -n registry -r -url https://registry.yourdomain.com

The package page says you can “build your own private registry to have the option to install packages with ZPM client from your private registry,” and the setup article shows changing the client to that registry with:

zpm: USER>repo -n registry -r -url http://localhost:52773/registry/ -user <username> -pass <password>

After that, install modulename works against that configured registry. 23

For documentation on this:

• General IPM usage, repositories, local directories, install, and load: Introduction to InterSystems Package Manager. 1
• Private registry setup and how to point ZPM at it: Setting Up Your Own InterSystems ObjectScript Package Manager Registry. 3
• zpm-registry package page and README link: zpm-registry. 2

What the retrieved docs do not show is a documented command for installing a .tgz artifact directly by filesystem path with install. Instead, they describe:

• install modulename from a configured repository, and
• load <directory> from a local module directory. 1

So for your exact case, the most straightforward documented options are:

• use load from a local unpacked module directory containing module.xml, or
• stand up a private zpm-registry and configure repo to point to it, then install modulename. 123

Sources:

To remove the UNIQUE and NOT NULL constraints from an existing column using DDL in InterSystems IRIS, you need to use the ALTER TABLE command with syntax to drop the constraints. However, dropping a UNIQUE constraint requires knowing its defined name at the time of table creation. Once identified, you can drop it as such:

1. Drop UNIQUE Constraint:

   ALTER TABLE database.Books DROP CONSTRAINT constraint_name;
   

   Here, constraint_name is the name of the unique constraint set on the TagExternal column. If this name isn’t explicitly known, check the schema’s catalog details for the table to find it.

2. Modify Column to Allow NULL Values:

   ALTER TABLE database.Books MODIFY TagExternal VARCHAR('');
   

   This alters the column to remove the NOT NULL constraint.

Ensure you retrieve the exact constraint name and verify the schema catalog details where these constraints might be referenced 12.

For further assistance, determine the full index definition for your column by querying the catalog or inspecting the table metadata.

Sources:

To disable all business services concurrently in InterSystems IRIS, you can take advantage of the Production Configuration page to perform bulk operations:

1. Select Multiple Business Hosts:

   • Navigate to the Production Configuration page.
   • Use the Ctrl or Shift keys to select multiple business hosts.
     • Ctrl key: Maintains the existing selection and allows you to add or remove items individually.
     • Shift key: Allows you to select a contiguous set of business hosts.

2. Switch to the Actions Tab:

   • Once you have selected multiple business hosts, the right panel automatically switches to the Actions tab.
   • The Actions tab includes buttons for enabling, disabling, and restarting the selected business hosts.

3. Disable All Concurrently:

   • Click the Disable button in the Actions tab to disable all selected business hosts simultaneously.

This approach should save time compared to disabling each business service one at a time sequentially 123.

Sources:

To convert a JSONStream to a JSON string, you can use one of the following options depending on the specific InterSystems capabilities:

1. If the JSONStream holds JSON data and you need to convert it to a JSON string, you can use the %ToJSON() method available for dynamic entities:

   set jsonString = jsonStream.%ToJSON()
   

   This will return the JSON as a string. If the output needs to be written to another stream, you can pass an output stream as a parameter to %ToJSON() 12.

2. If the JSON data is contained within a character stream and you’d like to convert it into a string to process further, you can read the stream to aggregate its content:

   set jsonString = ""
   while 'jsonStream.AtEnd {
      set jsonString = jsonString _ jsonStream.Read()
   }
   

   This approach aggregates each chunk read from the stream into one complete JSON string 1.

These processes ensure the JSONStream data is correctly formatted and available as a JSON string, facilitating its use in subsequent operations.

Sources:

To delete messages associated with specific components like “Wardview” and “WV Out” in the scenario described, and ensure proper cleanup:

1. SQL Deletion Approach:
   The provided SQL statements could work to remove both message bodies and headers:

   DELETE FROM EnsLib_HL7.Message 
   WHERE ID IN (
       SELECT MessageBodyId FROM Ens.MessageHeader
       WHERE TargetConfigName = 'Wardview' OR TargetConfigName = 'WV Out'
   );
   DELETE FROM Ens.MessageHeader
   WHERE TargetConfigName = 'Wardview' OR TargetConfigName = 'WV Out';
   

   However, additional steps might be needed to properly maintain table integrity.

2. Programmatic Approach for Purging Messages:

   • Orphaned messages (message bodies without headers) can result if the headers are deleted without corresponding cleanup in the body table. If this happens, orphan messages would need to be purged separately, as they won’t be cleaned up automatically.

   • You can programmatically delete messages by identifying orphaned messages. For this, use a query like the following:

     SELECT HL7.ID
     FROM EnsLib_HL7.Message HL7
     LEFT JOIN Ens.MessageHeader hdr
     ON HL7.ID = hdr.MessageBodyId
     WHERE hdr.MessageBodyId IS NULL;
     

     After identifying orphaned bodies, delete them programmatically or via SQL.

3. Utilizing Built-in Purge Task:
   If configured correctly, the built-in purge functionality can potentially handle this using customizations. The purge task can be tailored to delete only messages older than a certain time or based on specific filters, but note that default purge tasks generally do not target specific components. You can examine and adjust the purge settings under Ens.Util.MessagePurge in the system documentation 12.

4. Precautions:

   • Perform any deletion or purging operations in a test environment first to confirm the effects, as deleting headers or bodies improperly may lead to orphaned data.
   • Always back up your data before running potentially destructive operations 213.

By following these steps, you can target messages for deletion without impacting overall system integrity.

Sources:

To query InterSystems Caché for a list of namespaces via SQL, it seems there is no direct SQL command readily available to retrieve all namespaces across the platform as it might fall outside the SQL framework’s regular user privileges and scopes. Additionally, privilege issues, such as the “user system is not privileged for the operation” error, suggest that the targeted user lacks sufficient authorization.

Ensure the user accounts have appropriate system-level access permissions needed to interact at this scope. Tools like Cache Monitor might help visualize and interact with the database and obtain namespaces without requiring pre-configured extensive SQL commands or manual navigation 1.

Detailed guidance on overcoming privilege violations or alternative approaches is not covered in the retrieved documents. For direct solutions, consult the Developer Community for further assistance.

Sources:

To implement a custom HTTPS Business Operation supporting OAuth 2.0 Client Credentials for receiving HL7 data, a streamlined approach can leverage InterSystems IRIS’s built-in functionalities.

Key Steps:

1. Configuration of OAuth 2.0 Settings:
   The recent version, InterSystems IRIS 2024.3, introduces simplified settings for OAuth 2.0 authentication with Client Credentials. In your Business Operation (based on the HTTP Outbound Adapter), new OAuth settings allow you to specify:

   • Access Token Placement (Header | Body | Query)
   • Grant Type (Password | JWT Authorization | Client Credentials) 1.

2. OAuth 2.0 Client Definition:
   You must configure the OAuth Client within the System Management Portal:

   • Navigate to System Administration -> Security -> OAuth 2.0 -> Client.
   • Define the Issuer Endpoint of the OAuth server, SSL/TLS settings, and supported grant type “Client Credentials.”
   • Enter the client-specific configuration (Client ID, Client Secret), which align with the requirements from the remote authentication server 2.

3. Authorization and Token Handling in Custom Code:
   In the custom Business Operation:

   • Utilize the HTTP Outbound Adapter to handle requests.
   • Use the %SYS.OAuth2 classes to manage tokens. For example:
     

     Method AuthorizeMe(Output AccessToken As %String) As %Status {
         Set isAuth = ##class(%SYS.OAuth2.AccessToken).IsAuthorized("TestClientA",,,.accessToken,.responseProperties,.error)
         If 'isAuth {
             $$$QuitOnError(##class(%SYS.OAuth2.Authorization).GetAccessTokenClient("TestClientA",,,.error))
             $$$QuitOnError(##class(%SYS.OAuth2.AccessToken).IsAuthorized("TestClientA",,,.accessToken,.responseProperties,.error))
         }
         Set AccessToken = accessToken
         Quit $$$OK
     }
     

     • Replace "TestClientA" with the Client Name configured in the Management Portal 2.

4. Payload Transmission:
   Ensure to place the access token in the request’s HTTP Headers for authentication:

   Set tSC = pRequest.HTTPHeaders.SetAt("Bearer "_AccessToken, "Authorization")
   

   This lets the remote server authenticate your application using OAuth Client Credentials 2.

Benefits:

• You don’t need to write complex custom scripts for OAuth handling; you can rely on InterSystems IRIS built-in features and toolkits.
• These configurations simplify the exchange of HL7 data securely using HTTPS and OAuth 2.0.

Additional References:

If issues arise during implementation or additional customizations are needed, consult the OAuth Integration documentation and the System Administration settings for advanced configurations 12.

Sources:

To base a target table on a complex query without predefining its structure, you can use the CREATE FOREIGN TABLE command with the QUERY option. This enables the table to mirror the schema of the query results dynamically, as well as project the data directly from the query on an external server.

Here’s an example syntax for this approach:

CREATE FOREIGN TABLE [IF NOT EXISTS] table-name
  [ ( column type, column2 type2, ... ) ]
  SERVER server-name QUERY query [NOVALIDATE];

• In this command:
  • table-name is the name of the foreign table you are creating.
  • server-name is the name of the defined foreign server.
  • query is the actual SQL query to retrieve data from the external source.
• The QUERY option allows you to specify the external SQL query and dynamically fetch its schema and data.

If the external server supports such functionality, column definitions (names and types) are copied directly from the query projection, removing the need to define them manually 123.

Sources:

1. Setting EOTOPTIONAL=1 enables InterSystems Ensemble products to receive ASTM E1394 messages not separated by ENQ/EOT control characters, allowing consecutive messages to run together on a TCP connection. It can impact how Ensemble interprets EOT after ACK is sent during link tests. This parameter should only be enabled if the device supports this mode; otherwise, it might cause miscommunication issues such as timeouts or incorrect connection status being displayed by the instrument 123.

2. To ensure timely acknowledgment processing, the Response Timeout setting in ASTM Business Services specifies the maximum wait time for replies before considering responses incomplete. Setting this parameter to -1 makes the system wait indefinitely, removing the risk of timeouts due to delays. Additionally, a subclass modification can be made with custom logic for response speed adjustments 14.

3. No specific known issues with the EnsLib.EDI.ASTM.Service.TCPService element involving NAT/public IP connections were found. However, since the communication involves a serial-to-TCP converter, ensure proper configurations of both the DIGI device and services. Ensemble prohibits business services from initiating transmissions outside Ensemble, meaning that components should be carefully paired and tested 5.

4. Recommended configurations include:

   • Configuring Response Timeout to avoid undue timeouts.
   • Using Get Reply settings based on instrument behavior—clear this if ACK replies are not provided by the external ASTM system.
   • Other settings like FRAMEVALIDATION, ACKMODE, and SESSIONTIMEOUT can be set based on the format requirements and communication stability 41.

5. You may consider custom subclassing or parameter adjustments to improve ACK response speed. For instance, ensuring the proper setup and procedure in generating and replying to link test ACK messages through custom logic or faster processing logic in subclasses is essential. Network-level optimization (e.g., TCP ACK frequency settings at the OS level) should also be considered in the troubleshooting process for reducing acknowledgment delays 412.

If issues persist, it may be beneficial to review the customizations and communicate further with the Developer Community for targeted support.

Sources:

The InterSystems Server VSCode Extension does not directly support importing all files within a project (.prj) locally in client-side mode based on the project file. You need to manually select and export files from the server to your client-side workspace as follows:

1. Navigate to the InterSystems view container by selecting the InterSystems button.
2. Within the ObjectScript Explorer view, locate and select the documents (files) to export from the server to your client workspace.
3. Right-click on your selection and choose “Export” from the context menu. Alternatively, use the Command Palette to run the “ObjectScript: Export Code from Server” command and select the desired files for export.
4. Files are exported to the /src/ sub-folder within your workspace root by default. This can be configured using the “objectscript.export.folder” setting 12.

While this process allows exporting multiple files at once, automatic synchronization of a project’s entire scope using its .prj file is not mentioned. Synchronization of individual files or managing dependencies across a project still requires careful configuration and manual verification 13.

Sources:

InterSystems provides official IRIS Docker images that are production-ready. These images are based on the Open Container Initiative (OCI) specification, making them deployable on any OCI-compliant runtime engine and suitable for both private and public cloud environments. Durable %SYS volumes and various best practices are supported to ensure data persistence, scalability, and reliability in production environments 123.

For InterSystems HealthShare products, there isn’t specific information about ready-to-use Docker images included in the retrieved documents.

This is beyond my current knowledge regarding HealthShare. Please ask the Developer Community for further assistance.

Sources:

When you use EnsLib.SQL.Snapshot in your production, there are significant differences between extending EnsLib.SQL.Snapshot directly and using it as a property within another class. Here are the distinctions:

EnsLib.SQL.Snapshot as a Property:

• If EnsLib.SQL.Snapshot is referenced directly in the response message (for example, a property of a response class), its data is stored in the global ^Ens.AppData and will not be cleaned up by the standard purging process for messages. This can lead to growth in the global’s data over time, which creates storage concerns in production systems 1.
• Avoiding direct use of EnsLib.SQL.Snapshot as a property in return messages is recommended. Instead, map snapshot data to other types (like a custom class or JSON strings) 1.
• Alternatively, you can implement the %OnDelete method within the class to handle purging of snapshot data yourself by explicitly deleting the referenced snapshot data 1.

Extending EnsLib.SQL.Snapshot:

• Extending EnsLib.SQL.Snapshot means creating a new class derived from it. This approach may seem convenient, but it does not inherently solve the problem of snapshot data accumulating in ^Ens.AppData. The purge service won’t automatically remove this snapshot data if it is passed as part of the response message 1.
• EnsLib.SQL.Snapshot is designed to persist result set data and is primarily used with SQL adapters for production.

Recommendation for Your Use Case:

• Considering your situation with a substantial rewrite involved, the fastest resolution may involve implementing specialized cleanup methods, such as %OnDelete, within the relevant classes. This would not eliminate the need for rework but provide control over snapshot lifecycle management without completely redesigning your processes 1.

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To identify the exact cause of errors during analysis in the FHIR SQL Builder, you can follow these steps:

1. Check the Status Column: On the Builder home page, locate the analysis and review its status column. Possible values include Running, Stopping, Stopped, Completed, or Errored. If the analysis is in Errored status, there may be relevant information indicating the specific issues encountered during the task 1.

2. Review Browser Debugger: Use your browser’s debugging tools to gather additional information on the error. Go to the Network tab and review HTTP requests for interesting errors related to the analysis setup 2.

3. Verify Configuration Details:

   • Ensure the FHIR repository configuration is accurate (e.g., correct DNS host, port, credentials, and SSL settings).
   • Verify that the Administrator and FSB_Admin roles are assigned correctly to the user configuring the analysis 12.

4. Connection Issues (Cloud): If working in a cloud environment:

   • Confirm that external connections and rules are enabled.
   • Check the TLS setup for the connection if using xDBC 2.

By investigating these areas, you can pinpoint the underlying cause of the error and address configuration or setup-related issues. 21

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To disable the Management Portal on a deployed InterSystems IRIS container, you can add a specific configuration in the merge.cpf file. Set the internal web server port to 0, which effectively disables the Management Portal:

[Startup]
WebServerPort=0

By setting WebServerPort to 0 in the CPF file, the internal web server is effectively disabled, making the Management Portal inaccessible. This change is typically included in a configuration file (merge.cpf) when setting up IRIS instances 1.

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For debugging a classmethod in VS Code and resolving potential issues, consider the following steps based on the provided information:

1. Ensure Configurations and Environment Are Properly Set:

   • Install necessary extensions for debugging ObjectScript, such as the InterSystems ObjectScript Extension Pack. Proper configurations in VS Code such as launch.json and server settings are needed for smooth debugging 1.
   • Set up the right namespace and connect to the correct instance while testing the classmethod. If you’re unsure of the namespace, verify it in the terminal or configuration files 2.

2. Compilation and Connection Issues:

   • Before debugging, compile the classes with no errors. You can observe compilation details in the Output tab of VS Code under the ObjectScript section 2.
   • Check that you are connected to the right namespace using the zn command in the terminal to switch namespaces 2.

3. Handling Debugging Errors Such as ‘Breakpoint Cannot Be Mapped’:

   • Ensure the class is recompiled after changes. If modifying just a comment, force a recompile by making minor changes in the code, as the cuk flag may optimize out insignificant updates 3.
   • Verify the debugging setup in your launch.json, including host and connection configurations 4.

4. Debugging Process and Common Steps:

   • Place breakpoints and test the classmethod by invoking it directly through debug commands.
   • Utilize helpful debugging commands and tools like inspecting variables, using the Debug Console for expressions, and ensuring communication issues with WebSockets are resolved if using REST APIs or web-based functionalities 56.

5. Troubleshooting Debugger Issues:

   • If issues persist, enable API debug logging using the commands:
     

     Kill ^IRIS.Temp.Atelier("debug")
     Set ^IRIS.Temp.Atelier("debug") = 1
     

     Then observe log outputs from the ^IRIS.Temp.Atelier("debug") global for further diagnosis and include logs in problem reports 76.

Following these practices should help resolve debugging challenges in VS Code related to classmethods in InterSystems IRIS. If the specific error persists, check related documentation or consider consulting the wider developer community. 132

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The issue of receiving ASTM messages in an unexpected format, while using the EnsLib.EDI.ASTM.Service.TCPService, can depend on how the sending system formats the ASTM messages, specifically in relation to line terminators or control characters. Here are possible considerations and actions:

1. To handle cases where line terminators are inconsistent (for example, only using <CR> instead of <CR><LF>), you might need to extend the base class and customize the processing logic. For instance, you can override the $C(13) character in methods like OnProcessInput() to replace or adjust terminators 12.

2. If you are receiving consecutive ASTM E1394 messages without the standard ENQ/EOT control characters and they appear as merged, you can use an extended business service with the EOTOPTIONAL parameter. Adding this parameter to allow reception of consecutive messages not separated by control characters may help:

   Parameter EOTOPTIONAL = 1;
   

   After this adjustment, use the custom subclass within your production 34.

If these options don’t resolve the issue, you might need specific customization aligned with the format provided by the lab machine or to examine logs for further detail.

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To address your questions:

1. Missing Classes Tab in VS Code:
   To browse all classes in a connected namespace while using VS Code with InterSystems IRIS, you need to connect the ObjectScript Explorer to the server. Click the InterSystems icon at the bottom of the Activity Bar in VS Code to access the ObjectScript Explorer and choose your server and namespace. Ensure your workspace is set up properly by following the steps for configuring the server and namespace in the VS Code ObjectScript extension 1.

2. Inspector-like Features in VS Code:
   While VS Code does not replicate the exact Inspector functionality of Studio, the InterSystems ObjectScript Extension provides support for autocomplete and exploration of properties, methods, and other elements. Ensure that the InterSystems Language Server and related extensions are properly installed and configured. This provides features like viewing methods or properties while typing and navigating easily between classes and packages 2.

3. Automatic Reflection of Changes in IRIS Namespace:
   When you make changes or create new classes using server-side editing in VS Code, these will automatically reflect in your IRIS namespace. Proper configuration ensures that changes are synced with the server. Note that you can configure sync settings within the VS Code extensions for seamless server updates when saving or modifying files 1.

For better usage, verify that you have installed the necessary VS Code extensions such as the InterSystems ObjectScript Extension Pack, and ensure your server connection is properly configured.

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To obtain the actual query syntax or use the defined ClassQuery, such as %Library.File:FileSet, you can use the %SQL.Statement or the %Library.ResultSet interface to prepare and execute the query programmatically. Here are the detailed steps:

1. Using the %SQL.Statement Interface:

   • Prepare the class query using the %PrepareClassQuery method.
   • Execute the prepared query using %Execute, specifying the parameters needed by the query, such as the directory, file pattern, etc.
   • Iterate over and handle the results using methods like %Next() and %Get(field).

   Example:

   ClassMethod ShowDir(dir As %String = "", wildcard As %String = "", sort As %String = "Name") {
       set stmt = ##class(%SQL.Statement).%New()
       set status = stmt.%PrepareClassQuery("%File", "FileSet")
       if $$$ISERR(status) { write "%Prepare failed:" do $SYSTEM.Status.DisplayError(status) quit }
   
       set rset = stmt.%Execute(dir, wildcard, sort)
       if (rset.%SQLCODE '= 0) { write "%Execute failed:", !, "SQLCODE ", rset.%SQLCODE, ": ", rset.%Message quit }
   
       while rset.%Next() {
           write !, rset.%Get("Name"), " ", rset.%Get("Type"), " ", rset.%Get("Size")
       }
       if (rset.%SQLCODE < 0) { write "%Next failed:", !, "SQLCODE ", rset.%SQLCODE, ": ", rset.%Message quit }
   }
   

   This method prepares and runs the FileSet query, allowing you to fetch and process its results 1.

2. Using the %Library.ResultSet Interface:

   • It is considered the older interface but is still functional.
   • You prepare and execute the query similarly by specifying the query name.
   • Access the results using the Data method.

   Example:

   set rs = ##class(%Library.ResultSet).%New("%Library.File:FileSet")
   set sc = rs.Execute("c:\\", "*.txt")
   while rs.%Next() { write !, rs.Data("Name") }
   

Both methods enable obtaining and executing the “real” query syntax of the FileSet query, providing flexibility depending on the use case and preferred interface 23.

If you need to call the query directly using a more direct approach, you can use the auto-generated method, such as FileSetFunc, which acts as a simplified wrapper around the query, directly returning the result set 2.

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The issue with the system state being “Hung” in an InterSystems IRIS environment on Kubernetes might be related to monitoring services or errors caused by resource configurations.

1. Explanation of Error Messages:

   • Error <PROTECT>KillAlive+1^%SYS.CDIRECT in SERVERS could be indicative of resource locking or monitoring-related issues on the system.

2. Stopped System Monitoring Manager (^%SYSMONMGR):

   • Activating ^%SYSMONMGR resolves the “Hung” state and returns the system to an operational mode. ^%SYSMONMGR monitors resources and takes actions to ensure stability.

3. Possible Causes for Hung State:

   • Deadlocks often happen in IRIS due to overutilization of shared memory or disk being full, leading to the system being stuck. Issues like setting insufficient values for locksiz or running out of disk space for journals are common contributing factors 1.
   • Overloaded memory configuration (e.g., bbsiz, gmheap, etc.) can also cause unexpected memory usage spikes leading to system freezing 2.

4. Mitigation and Recommendations:

   • Activate ^%SYSMONMGR to maintain resource monitoring and use proper configurations for memory allocation (gmheap, buffer sizes).
   • Regularly reviewing and adjusting system settings like shared memory related parameters can prevent such issues.
   • Utilize K8s health metrics (e.g., liveness probes) to automatically restart unresponsive pods 2.
   • For troubleshooting further, analyzing messages.log for system events and consulting support could be beneficial 1.

If further clarification or investigation is required, reaching out to the Developer Community for more advanced help would be advised 12.

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To obtain a token from the token endpoint using OAuth 2.0, the correct method involves making a POST request. The body of the request should use the required grant_type along with other relevant parameters. Here are the details:

1. To use the password grant type (grant_type=password), the request body should typically include:
   • client_id: This is the client application identifier.
   • client_secret: The secret associated with the client application.
   • grant_type: This should be set to password.
   • username: The resource owner’s username.
   • password: The corresponding password.
   • scope: Optionally specify desired scope(s) delimited by spaces.

For example, the request body might look like this:

{
  "client_id": "clientid",
  "client_secret": "clientsecret",
  "grant_type": "password",
  "provision_key": "provisionkey",
  "authenticated_userid": "1"
}

This JSON would be part of a POST request to the /oauth2/token endpoint 1.

2. If you’re using the authorization code grant type (grant_type=authorization_code), then the body should contain:
   • grant_type: Set to authorization_code.
   • code: The authorization code obtained from the initial authorization step.
   • redirect_uri: The same redirect URI used when requesting the authorization code.
   • client_id and client_secret: Identifiers for your application.

Ensure the Content-Type header of the request is set to application/x-www-form-urlencoded as the body is usually URL-encoded 23.

Additionally, ensure that the authorization server configuration supports the requested grant type. Details such as provisioning keys or additional fields may depend on the specific implementation and need to be verified in your setup 1. If errors persist because of unknown grant types, confirm that the relevant settings in the authorization server are correct 2.

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The issue originates from how JSON handles numeric and special values like “NaN”. These values are not enclosed in double quotes in JSON serialization. Here are key insights and a possible resolution:

1. JSON Special Values:

   • JSON handles specific special values such as null, true, false, and NaN without enclosing them in double quotes. These values are treated natively and stored as lowercase in JSON structures. Attempting to force double quotes around NaN or similar special values may require additional processing 1.

2. Serialization Approach:

   • Some serialization methods (like %ZEN.Auxiliary.jsonProvider) have parameters to control how values are serialized. In older methods, numeric values might always be treated as numbers regardless of their original property type unless additional adjustments are made to override this behavior 2.

3. Custom Handling Approach:

   • You can manage this serialization issue by explicitly treating properties like strings in your custom classes. This ensures that numbers or special values are always serialized enclosed in double quotes. For example:

     Class dc.Test Extends %RegisteredObject {
       Property Value As %String;
     }
     

     When outputting the JSON stream:

     set object = ##class(dc.Test).%New()
     set object.Value = "NaN"
     set stream = ##class(%ZEN.Auxiliary.jsonProvider).%WriteJSONStreamFromObject(.json, object)
     

This ensures proper quoting for numeric or string values while maintaining standard JSON behavior for “NaN” and similar special values 2.

Let me know if you need a deeper explanation or examples to refine your handling further!

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To track down what is creating orphaned HL7 messages in your system:

1. Identify Active Orphan Generation:
   Use a SQL query to locate orphaned HL7 messages. An orphaned message is one that exists but is missing from Ens.MessageHeader or Ens_Util.IOLogObj. The suggested query is:

   SELECT HL7.ID, HL7.DocType, HL7.Envelope, HL7.Identifier, HL7.MessageTypeCategory, HL7.Name, HL7.OriginalDocId, HL7.ParentId, HL7.TimeCreated
   FROM EnsLib_HL7.Message HL7
   LEFT JOIN Ens.MessageHeader hdr ON HL7.Id=hdr.MessageBodyId
   LEFT JOIN Ens_Util.IOLogObj ack ON HL7.Id = ack.InObjectId
   WHERE hdr.MessageBodyId IS NULL AND ack.InObjectId IS NULL
   

   This will identify message bodies with no headers or IO log entries 12.

2. Common Causes:

   • Negative ACKs: If Operations’ Reply Action Codes process Negative ACKs as “Completed,” they can create orphaned messages. Review these configurations 1.
   • Schema Mismatches: Incoming ACKs that do not adhere to your defined schema will be stored as orphaned messages. Correct the schema to match the ACKs received 12.
   • Other Programming Errors: Look for code that creates and saves EnsLib.HL7.Message objects but doesn’t send them anywhere, e.g., via %New, ImportfromString, or ImportfromStream methods. Analyze your code flow for situations where a message may not be forwarded or processed entirely 345.

3. Debugging Process:

   • Use the creation timestamp (TimeCreated) of the orphaned messages to narrow down potential sources. Investigate operations, processes, or services active during this timeframe 35.
   • Check configurations such as ArchiveIO or message routing rules, especially for conditions using “WHEN” statements without “OTHERWISE” fallbacks 5.

By addressing issues like schema mismatches, reviewing operation settings, and ensuring complete processing of messages, you can prevent the generation of orphan HL7 messages 14235.

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