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Intersystems IRIS is a complete platform to get insights from SQL and NoSQL data. It is possible get data from Interoperability adapters or using a set of IRIS tables as data sources and model BI or NLP Cubes, covering all type of data (other tools are limited to SQL). There are the option to enable intensive analytics processing using Spark too. So you can model your analysis using IRIS web analyzers (many tools use desktop tools) and than visualize and produce insights using IRIS Dashboards and IRIS User Portal or your third party options, using open options like MDX and REST.

The Intersystems IRIS is a great platform to develop, run and consume Data Science services. IRIS can ingest data from any type, format, protocol and time using adapters. These datasets can be prepared with BPL, DTL and Object Script and stored as SQL or NoSQL data. Finally, it can be consumed by open ML algorithms inside IRIS and visualized in the IRIS dashboards. See more in:   https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?KEY=PAGE_data_science.

This is the first article from a series. I will provide details, using bpmn notation, how can I do to develop, deploy, secure, operate a consume IRIS digital services, linking with IRIS documentation. Each subprocess will be described with an individual bpmn diagram. This is the macroprocess.

Documentation links:

1. https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?KEY=PAGE_data_science
2. https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?KEY=D2GS
3. https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?KEY=PAGE_rest_json, https://docs.intersystems.

In 2017, Forbes published an article talking about API Economy (see: https://www.forbes.com/sites/louiscolumbus/2017/01/29/2017-is-quickly-becoming-the-year-of-the-api-economy/). This article was the trigger to popularize the use of API and API Management by large companies. The article published a maturity model. My understanding is that Intersystems IRIS allows you to reach the top of the pyramid with your current technologies. See the figure above.
For this it is important to combine % CSP.

What is the best free/open source option to generate the database diagram (MER) to the iris or cache persistent classes?

Some InterSystems Java libraries are not available in public maven repositories, like intersystems-jdbc-3.1.0.jar. In this case, to configure your Java Maven dependency, copy the external file to your project (for a folder visible to the classpath, like resources) and use <systemPath>. Follow the sample:

<dependency>
            <groupId>com.intersystems</groupId>
            <artifactId>intersystems-jdbc</artifactId>
            <version>3.1.0</version>
            <scope>system</scope>
            <systemPath>${project.basedir}/src/main/resources/intersystems-jdbc-3.1.0.

It is possible develop a new interoperability adapter? If yes, how can I do it?

When a publish my API, only HTTP is available. How do I publish my REST API using HTTPS?

If you need write your organization Data Architecture and map to the InterSystems IRIS, consider following Data Architecture Diagram and references to the intersystems iris documentation, see:

Architecture mapping:

• SQL Database: https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?KEY=GSQL
• Managed Files: https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?KEY=AFL_mft and https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?KEY=SETEDIGuides
• IoT Broker, Events and Sensors: https://docs.intersystems.com/irislatest/csp/docbook/Doc.View.cls?

Many times it is necessary copy or send files to your docker container instance.

In my case was with IRIS JDBC driver.

Docker has this recipe for this (credits to https://docs.docker.com/engine/reference/commandline/cp/):

docker cp [OPTIONS] CONTAINER:SRC_PATH DEST_PATH|-
docker cp [OPTIONS] SRC_PATH|- CONTAINER:DEST_PATH

But to copy you need your container name. Write this command for this:

docker ps

In my, my-iris is the container name.

If you need to know file location into your docker file system too, write:

1. To go to bash of your docker instance: docker exec -it my-iris /bin/bash.
2. Write cd .

About regulations

Personal data privacy regulations have become an indispensable requirement for projects dealing with personal data. The compliance with these laws is based on 4 principles:

1. Compliance with the rights of the holder of personal data;
2. Governance of personal data assets;
3. Privacy by Design and by Default;
4. Data protection.

SAP offers a broad support to OData in all your products. So, OData can be an excellent option to exchange data between SAP and InterSystems IRIS.

1. Follow the instructions in the article https://community.intersystems.com/post/odata-and-intersystems-iris to expose your IRIS data as REST OData services.
2. To consume InterSystems IRIS data from SAP using OData, follow these steps (credits to the next steps of this tutorial: https://sapyard.com/sapui5-for-abapers-consuming-odata-service-from-sapui5-application-crud-operations/) :
3. Create a new SAPUI5 application by the name crud_demo.

What is the OData

OData (Open Data Protocol) is an ISO/IEC approved, OASIS standard that defines a set of best practices for building and consuming RESTful APIs. OData helps you focus on your business logic while building RESTful APIs without having to worry about the various approaches to define request and response headers, status codes, HTTP methods, URL conventions, media types, payload formats, query options, etc. OData also provides guidance for tracking changes, defining functions/actions for reusable procedures, and sending asynchronous/batch requests (source: OData.org).

Now, It is possible expose your persistent classes as OData REST services in seconds. See my app: https://openexchange.intersystems.com/package/OData-Server-for-IRIS.

If you like vote in my app on: https://openexchange.intersystems.com/contest/current.

If I have votes, I promise add more features. Help me! I don't have votes yet.

#IRISContest

I followed the instructions in the documentation https://docs.intersystems.com/irislatest/csp/docbook/DocBook.UI.Page.cl… (Install iris.node on nodejs for windows). Procedures made:

=> Copy iris.node to the location specified in the NODE_PATH environment variable: C:\Program Files\nodejs

=> I used: var irisobj = require('iris') on my js file

But is not work. Error: The specified procedure could not be found.

Hi,

How Can I get sentiment analysis (positive or negative attribute) from a source or entity from iKnow REST API?

In the next ten years the applications will radically change, see my vision about it:

Today, the web apps are developed using modern HTML 5/CSS/Javascript frameworks like React, Angular, Bootstrap, etc. These web apps are focused on responsive views from the laptop to tablets and mobile screens.

Companies today face serious problems in managing their data and delivering strategic value to them. The structure and business logic of data is fragmented into different solutions, architectures and technology platforms. In addition, different project teams, one for each solution, impose their views on the business, limiting the business to which each of these solutions are able to do. The database becomes a simple repository of processed data under the partial view delivered by each application, process, analysis, message and integration.