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what are the difference between Deepsee and Ensemble , and how to access the ensemple .Please Tell me Thank you Dmitry strictly speaking Ensemble is a separate product. DeepSee is the BI technology that is included in both Cache and Ensemble. Some functionality of DeepSee needs extra license options. Both of this are completely different products. Where: Ensemble is an Integration platform, and DeepSee is an Business IntelligenceAlso, you can look at some learning courses from InterSystems, about Ensemble and DeepSee and Caché

Hi Community!Meet the new group in Developer Community:InterSystems Data Platform Blog!In this group you'll find technical posts form InterSystems engineers and Community about InterSystems Data Platform technology cases which we consider as good or even best practices.Every article in this blog passes InterSystems engineers' reviewing procedure and only then becomes available. You are very welcome to comment and share it!We'll find best practices of InterSystems Technology implementations, will transform it into articles and will deliver for you in this group on a regular basis.Don't miss new posts and subscribe to InterSystems Data Platform Blog today!Evgeny Shvarov,InterSystems Community Manager

Introduction If you manage multiple Caché instances across several servers, you may want to be able to execute arbitrary code from one Caché instance on another. System administrators and technical support specialists may also want to run arbitrary code on remote Caché servers. To address these needs, I have developed a special tool called RCE.In this article, we will discuss what are the typical ways of solving similar tasks and how RCE (Remote Code Execution) can help. What possible approaches are available? Execute OS commands locally Let's start with the simplest – executing OS commands locally from Caché. You can do it by executing the $zf command: $ZF(-1) will call a program or command of the operating system. A call is made from a new process, and the parent process waits until the child process is finished. Once the command is executed, $ZF(-1) returns the resulting code for the child process: 0 if executed successfully, 1 if executed with errors or -1 if the system was unable to create the child process.It looks like this: set status = $ZF(-1,"mkdir ""test folder""")$ZF(-2) is similar command except that the parent process does not wait until the child process is finished. The command returns 0 if the process was created successfully or -1 if the system was unable to create the child process. There are also methods of the %Net.Remote.Utility class (for InterSystems use only) which provides convenient wrappers for standard functions and displays the results of called processes in a more user-friendly form: RunCommandViaCPIPE executes a command using Command Pipe. Returns the created device and the output of the process.RunCommandViaZF executes a command using $ZF(-1). Writes the process output to a file and returns the process output An alternative option is using the terminal command ! (or $ which is the same) that opens the standard shell of the operating system directly within the Caché terminal. Two working modes are available: One-line mode – the entire command is passed with ! and immediately executed by the shell's interpreter, while its output is sent to the current Caché device. The previous example looks like this: SAMPLES>! mkdir ""test folder"" Multi-line mode – the system executes ! first and then opens the shell where you can enter the necessary commands of the operating system. To close the shell, enter "quit" or "exit" depending on the shell you are working in: SAMPLES>! C:\InterSystems\Cache\mgr\samples\> mkdir "test folder" C:\InterSystems\Cache\mgr\samples\> quit SAMPLES> Remote execution of Caché ObjectScript code Remote execution is possible via the %Net.RemoteConnection class (deprecated) which provides the following functionality: Open and modify stored objects;Execution of class methods and objects;Execution of queries. Sample code demonstrating these capabilities Set rc=##class(%Net.RemoteConnection).%New() Set Status=rc.Connect("127.0.0.1","SAMPLES",1972,"_system","SYS") break:'Status Set Status=rc.OpenObjectId("Sample.Person",1,.per) break:'Status Set Status=rc.GetProperty(per,"Name",.value) break:'Status Write value Set Status=rc.ResetArguments() break:'Status Set Status=rc.SetProperty(per,"Name","Jones,Tom "_$r(100),4) break:'Status Set Status=rc.ResetArguments() break:'Status Set Status=rc.GetProperty(per,"Name",.value) break:'Status Write value Set Status=rc.ResetArguments() break:'Status Set Status=rc.AddArgument(150,0) break:'Status // Addition 150+10 Set Status=rc.AddArgument(10,0) break:'Status // Addition 150+10 Set Status=rc.InvokeInstanceMethod(per, "Addition", .AdditionValue, 1) break:'Status Write AdditionValue Set Status=rc.ResetArguments() break:'Status Set Status=rc.InstantiateQuery(.rs,"Sample.Person","ByName") This code performs several actions: Connects to the Caché serverOpens the Sample.Person class instance with ID=1Obtains the attribute valueModifies the attribute valueSets arguments for the methodCalls the method of the instanceExecutes the Sample.Person:ByName query For operation on the server side %Net.RemoteConnection requires installed C++ binding.It is also worth mentioning the ECP technology. The technology allows you to execute JOB processes remotely on a database server from your application server.In general, combination of these two approaches can efficiently solve our task, but users still need a simple workflow of creating batch scripts, as these approaches can be rather difficult to understand and implement. RCE Thus, the project's goals were as follows: Execution of scripts on remote servers from Caché;No need for configuring remote servers (client side);Minimum configurations on local servers (server side);Transparent switch between commands of the operating system and Caché ObjectScript;Support both Windows-based and Linux-based clients. Hierarchy of classes in the project looks like this: The "Machine – OS – Instance" hierarchy stores the information required for accessing remote servers.All commands are stored in the RCE.Script class which contains the sequential list of RCE.Command class objects serving as either OS commands or Caché ObjectScript code.Examples of commands: Set Сommand1 = ##class(RCE.Command).%New("cd 1", 0) Set Сommand2 = ##class(RCE.Command).%New("zn ""%SYS""", 1) The first argument is the text of the command, the second argument is the execution level: 0 – OS, 1 – Cache.Sample creation of a new script: Set Script = ##class(RCE.Script).%New() Do Script.Insert(##class(RCE.Command).%New("touch 123", 0)) Do Script.Insert(##class(RCE.Command).%New("set ^test=1", 1)) Do Script.Insert(##class(RCE.Command).%New("set ^test(1)=2", 1)) Do Script.Insert(##class(RCE.Command).%New("touch 1234", 0)) Do Script.%Save() In this example, the system will execute the 1st and 4th commands at the OS level and the 2nd and 3rd commands at the Caché level. Switching between these two level is absolutely transparent for users. Execution mechanisms Presently, the following execution paths are supported: Server Client Linux Linux, Windows (the SSH server must be installed on the client side) Windows Linux, Windows (you should install an SSH server on the client side or psexec on the server side) If ssh is supported on the client side, the server will generate the ssh command and execute it on the client side using the standard %Net.SSH.Session class.If both server and client operate under Windows OS, the system will generate a BAT file and then execute it on the client side using psexec. Adding a server Load classes from the repository into any namespace. If your server operates under Windows and you want to manage other Windows-based servers, then assign the ^settings("exec") global a path to psexec. And that's all! Adding a client Adding a client is basically saving all the data required for authentication. Example of the program code that creates a new hierarchy "PC – OS – Instance" Set Machine = ##class(RCE.Machine).%New() Set Machine.IP = "IP or Host" Set OS = ##class(RCE.OS).%New("OС") // Linux or Windows Set OS.Username = "Operation system user" Set OS.Password = "User password" Set Instance = ##class(RCE.Instance).%New() Set Instance.Name = "Caché instance name" Set Instance.User = "Caché user name" // Unrequired on minimal security settings Set Instance.Pass = "Caché user password" // Unrequired on minimal security settings Set Instance.Dir = "Path to cterm" // Required only on Windows clients, who don't have cterm in PATH Set Instance.OS = OS Set OS.Machine = Machine Write $System.Status.GetErrorText(Machine.%Save()) Script execution And finally, let's execute our scripts. It's very simple – all we need to do is to run the ExecuteScript method from the RCE.Instance class into which the script object and the namespace (%SYS by default) are passed: Set Status = Instance.ExecuteScript(Script, "USER") Summary RCE provides a convenient mechanism of remote code execution for InterSystems Caché. Since the tool uses only stored scripts, you need to write each of them only once and then execute them wherever you want on any number of clients. References GitHub repository of RCEArchive of classes from the RCE project Good article, Eduad. Is this prototype only or you do use it in production somehow?

Hi, Community!We've launched Twitter for InterSystems Developer Community!Follow us to be in touch what happens on InterSystems Developer Community. Find valuable postings, hot discussions and best practices links there. You can also retweet and like what you find significant!See how it looks:Join! The permalink to join Twitter can be found also on the right of every DC page: I am not a fan of tweeter and wish you would have asked the community about it first. Mike, if you don't like it - you don't use it. You'll not miss any DC content if you just subscribe for every post and comment in subscription settings.DC Twitter is intended to increase the audience for DC highlights. Write valuable topic and it will be tweeted on DC Twitter. @Evgeny great initiative, let's link it up ;) Luca, thank you! And thanks for the following and retweeting! That's great! All major companies have twitter accounts even to give some basic support. Will we provide also that kind of service through twitter?

Hi, Community!Let me introduce Dmitry Maslennikov as our new Developer Community Moderator.Dmitry continuously shows the outstanding contribution to InterSystems Developer Community and we decided to trust Dmitry this role and hope that Dmitry can even help to make the Developer Community better in this new status.Thanks for your great contribution, Dmitry! And, we are looking for the new moderators from Community! InterSystems Developer Community is growing! Congrats Dmitry, well deserved!

Points to remember before you start: It is not possible in a COS (Caché Object Script) job/process context to have multiple Named Pipes. It is a one Named Pipe per job/process limited line of communication. Named Pipes, in Caché, like most pipes on most operating systems are Unidirectional. That means you open them for either Read or Write, but not both. If you need a two-way bidirectional conversation between servers or jobs then consider using TCP connections or the IJC (inter Job Communication) paired ports. The only real advantage a Named Pipe has over a TCP connection is the reduced Network impact, but it does also remove the need for one end to be running all the time – less likely to fail due to a temporary gap in process/job visibility – because writes are buffered, so if you want to send something and don’t know (or care) when the other end receives and processes it then use a Named Pipe. When trying to understand Named Pipe documentation in a COS context, the “Server” is the listening/receiving/Reading device end of the pipe and the non-server (local or otherwise) is the sending/writing end. Opening a Named Pipe with “” (empty string) for the host parameter is a Server Named Pipe Open, so trying to Write to that device will just hang the process. In other words, opening a server Named Pipe is the same as opening a pipe for READ only and opening a Named Pipe with a “.” or a string for the Host parameter is the same as opening for WRITE only. Opening a Named Pipe is the same as opening a file, but in a non-UNIX environment you must have both a WRITE and a READ (non-server OPEN and server OPEN) before you can close the Named Pipe. Opening a Named Pipe for READ or WRITE without the corresponding end in another process will just hang/wait until the other end is opened. Imagine trying to save/close a NULL (not just empty but actually null) file – it doesn’t even make sense. Closing a Named Pipe without writing anything to it will cause an error at the READ (server) end. This is like hitting an EOF at the beginning of the file. Named Pipes are primarily used for printing – sending (writing) files to print devices – so if you are looking to use them for anything else you may be straying down the wrong system design path. A simple example to help us understand how to use Named Pipes in a COS routine can be shown using two separate Cache Terminal sessions to act as two “ends”. Run a process with a “server” Named Pipe type OPEN in one session and a corresponding “client” (WRITE) OPEN in the other. The two routines look like this… server open "|NPIPE|4":("":/PIP="testNP") use "|NPIPE|4" read sentString close "|NPIPE|4" write "Server received - ",sentString,! QUIT …and… client WRITE "Enter a string to send:" READ stringToSend open "|NPIPE|4":("localhost":/PIP="testNP") use "|NPIPE|4" w stringToSend close "|NPIPE|4" w !, "Finished" quit …and when the server and then client are run this gives us outputs something like this… ​USER>d ^server Server received - Hello World USER> …and… USER>d ^client Enter a string to send:Hello World Finished USER> …the only thing not shown here is the pause/wait that we have on the “server” while we wait for the “client” input of the string and then hit return. References: For more information on using Pipes in Cache and Ensemble … http://docs.intersystems.com/latest/csp/docbook/DocBook.UI.Page.cls?KEY=GIOD_interproccomm#GIOD_interproccomm_pipesandcommandpipes For more information on Named Pipes in general, this Wiki page is good... https://en.wikipedia.org/wiki/Named_pipe

Hi colleagues! Every day Johns Hopkins University publishes new data on coronavirus COVID-19 pandemic status. I built a simple InterSystems IRIS Analytics dashboard using InterSystems IRIS Community Edition in docker deployed on GCP Kubernetes which shows key measures of the disease outbreak. This dashboard is an example of how information from CSV could be analyzed with IRIS Analytics and deployed to GCP Kubernetes in a form of InterSystems IRIS Community Edition. Added the interactive map of the USA: The next dashboard shows the timeline: And can be filtered by country. E.g. here is in the USA: The source code of the application is available on Open Exchange. How does it work? Demo runs using InterSystems IRIS Community Edition docker container and exposes InterSystems IRIS BI dashboards using DeepSee Web representation layer via MDX2JSON REST API. Its deployed on GCP and operates using Google Kubernetes Engine (GKE). How it was developed The data is taken from the Johns Hopkins repository in CSV form. Classes, cubes, and initial pivots were generated via Analyzethis module, thanks @Peter.Steiwer! Import method then was introduced using the CSVTOCLASS method, thanks @Eduard.Lebedyuk! Dashboards are rendered with DeepSee Web (DSW) module. IRIS BI artifacts (pivots, dashboards) were exported by ISC.DEV module: IRISAPP> d ##class(dev.code).workdir("/irisdev/app/src") IRISAPP> d ##class(dev.code).export("*.dfi") The code has been developed using VSCode ObjectScript, thanks @Dmitry.Maslennikov. Building docker image for development and deploymentAll the deployment sits in Dockerfile. With Dockerfile we build an image with data, web apps and modules installed and properly setup and then we deploy the image to GCP Kubernetes. This Dockerfile is a modified version of this Template Dockerfile which is described very well in this article. All the preliminary steps are being done in iris.script file: Here we install DeepSee Web. zpm "install dsw" This enables IRIS Analytics (DeepSee) for /csp/irisapp web app: do EnableDeepSee^%SYS.cspServer("/csp/irisapp/") This code is needed to make the analytics web app be available without credentials: zn "%SYS" write "Modify MDX2JSON application security...",! set webName = "/mdx2json" set webProperties("AutheEnabled") = 64 set webProperties("MatchRoles")=":%DB_IRISAPP" set sc = ##class(Security.Applications).Modify(webName, .webProperties) if sc<1 write $SYSTEM.OBJ.DisplayError(sc) And here in Dockerfile this command helps to set DSW configuration. COPY irisapp.json /usr/irissys/csp/dsw/configs/ Deployment to Kubernetes The deployment procedure is being processed by Github Actions - and this workflow handles it on every commit to the repository. Github workflow uses Dockerfile we built on a previous step along with Terraform and Kubernetes settings. The procedure is identical to the one described in this article by @Mikhail.Khomenko. How to run and develop it locally You are very welcome to run, develop and collaborate with this project. To run it locally using docker do: Clone/git pull the repo into any local directory $ git clone https://github.com/intersystems-community/objectscript-docker-template.git Open the terminal in this directory and run: $ docker-compose build Run the IRIS container: $ docker-compose up -d Once the container is built up and running open the application on: localhost:yourport/dsw/index.html#/irisapp How to Develop This repository is ready to code in VSCode with the ObjectScript plugin. Install VSCode, Docker, and ObjectScript plugin and open the folder in VSCode. How to Contribute Fork the repository, make changes, and send Pull Requests. See the video for more information. Would love to see your contribution! Wow Evgeny, this is very cool. Thank you. Great to see this! Look forward to people using it and improving / extending it! Thank you, Joe! This is a rather simple example but it could be a good beginning in working with COVID-19 data with InterSystems IRIS on a local machine and docker container along with a GitHub Actions deployment workflow to Google Kubernetes cloud. Thank you, Jeff! Yes! Developers! The repository is fully prepared for collaboration! Your forks and Pull Requests are very welcome! The US reached 100K COVID-19 confirmed. Italy and USA both lead the disease stats: Introduced the second dashboard: -Covid timeline. And can be filtered by country. E.g. here is the USA: Introduced the interactive map of the USA on the spreading of COVID-19. Thanks to @Semen.Makarov for DSW-map, @Eduard.Lebedyuk for the help with DeepSee IRIS Analytics, and @Arun.Tiriveedhi9645 for the PR for the update from Github data source. Added the world map: All dashboards. Added a new dashboard with a bubble chart on Confirmed-Recovered-Deaths for Top-10 countries: 💡 This article is considered as InterSystems Data Platform Best Practice. Fixed the URL this is fixed too

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Harassing behavior (as described in the list above) includes offensive, threatening, and/or hateful comments directed toward an individual or protected class (e.g., sexual orientation, disability, gender identity, age, race, religion, ethnicity, veteran status), the use or display of sexual images in public or shared spaces, deliberate intimidation or distress, stalking, following, taking unwelcome photos/videos, sustained disruption of talks or other events, inappropriate physical contact, unwelcome sexual attention or communications, and developing and/or promoting any applications designed to encourage any of these behaviors. InterSystems has sole discretion over whether a Contest participant has committed threatening or harassing behavior.REPORTING INAPPROPRIATE BEHAVIORUsing the applicable Contest administrator email address specified on the applicable Contest website, you may report to InterSystems any harassment, cheating, or violation of any Terms or Rules by another contestant. InterSystems may investigate any such allegations and all decisions by InterSystems in these matters are final and binding. If you are asked to stop any harassing behavior, you are expected to comply immediately.As required in the sole discretion of InterSystems or its agents, disqualification from one Contest may disqualify you from other Contests or from the same Contest in subsequent years. The scope of a disqualification will depend on the character and severity of the violation resulting in such disqualification. OWNERSHIP; RIGHTS IN YOUR SUBMISSIONSLicense to Use Content; Reservation of Rights. InterSystems may publish code and content to Contest websites to support participation in the Contest. You may use the code and content made available on a Contest website solely to prepare for and compete in such Contest. InterSystems retains all rights in such code and content except as explicitly granted by the Terms or Rules of the Contest(s) for which you have registered.Ownership of Submissions. You warrant that you have the right to publish your Contest submission in any Contest for which you register. You retain all rights to your submitted source code and any other work product that you held before submitting them to a Contest except that you grant to InterSystems a perpetual, nonexclusive, unrestricted right to use your Contest submission(s) anywhere in the world for the promotion or management of InterSystems online communities, marketing, or research relating to technologies used in your submissions.Social Media. If you post on your social media page using Contest hashtags or labels (e.g., “#IRISDev”) or share/post any content on a Contest social media page (altogether “Social Media Content”), then InterSystems may feature such Social Media Content in marketing and promotional materials for any Contest. THE LICENSE YOU GRANT TO INTERSYSTEMSYou grant InterSystems an unrestricted, sublicensable, transferable, perpetual, irrevocable, worldwide, free license to use your Social Media Content to promote any Contest. You warrant that you have the authority to grant the license set forth in this Section. You waive all rights in such content shared on social media (including any right of prior approval), and you release InterSystems and its agents from any claim or cause of action, whether now known or unknown, for: defamation, copyright infringement, invasion of rights to privacy, publicity, or personality or any similar matter, or any cause of action based relating to the use and exploitation of Social Media Content. Moreover, you will neither sue nor bring any proceeding against InterSystems or its agents for their use of your Social Media Content in accordance with these Terms or other applicable Contest Rules. Permission to Use Your Name and Likeness. By registering for a Contest, you agree that InterSystems and its agents may, without compensation, use your name, likeness, and statements to promote a Contest--including displaying it on a Contest website. YOUR REPRESENTATIONS, WARRANTIES, INDEMNITIES.Representations and Warranties. You represent and warrant that: the information you provide about yourself while registering or in subsequent communications with InterSystems is truthful and accurate; except as permitted by the Terms and Rules of the Contest(s) for which you have registered, your submissions to a Contest are original and not created with the assistance of any information about the relevant Prompt other than what has been provided by InterSystems; you own all rights in your submissions or otherwise have the right to submit your submissions to InterSystems and to grant to InterSystems the licenses granted in these Terms and any applicable Rules without violating any rights of any other person or entity or any obligation you may have to such person or entity; and your submissions do not violate any applicable laws. Indemnities. You will indemnify InterSystems and its affiliates, directors, officers, and employees against all liabilities, damages, losses, costs, fees (including reasonable legal fees), and expenses relating to any allegation or third-party legal proceeding to the extent arising from: your acts or omissions in relation to a Contest (including your use or acceptance of any prize and your breach of these Terms or any applicable Rules); and your submissions violating any rights of any other person or entity or any obligation you may have with them. DISCLAIMERSEACH CONTEST WEBSITE AND ALL CONTENT (INCLUDING SOURCE CODE) IS PROVIDED ON AN "AS IS" AND "AS AVAILABLE" BASIS. INTERSYSTEMS DISCLAIMS ALL REPRESENTATIONS AND WARRANTIES (EXPRESS OR IMPLIED), INCLUDING ANY WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. INTERSYSTEMS IS NOT RESPONSIBLE FOR ANY INCOMPLETE, FAILED, OR DELAYED TRANSMISSION OF YOUR APPLICATION INFORMATION OR SUBMISSIONS DUE TO THE INTERNET, INCLUDING INTERRUPTION OR DELAYS CAUSED BY EQUIPMENT OR SOFTWARE MALFUNCTION OR OTHER TECHNICAL PROBLEMS. INTERSYSTEMS IS NOT RESPONSIBLE FOR ANY DAMAGE TO YOUR COMPUTER OR SOFTWARE RESULTING FROM DOWNLOADED SOURCE CODE. YOU USE ALL SOURCE CODE AVAILABLE ON A CONTEST WEBSITE OR ONLINE JUDGE SYSTEM AT YOUR OWN RISK.MISCELLANEOUSNot an Offer or Contract of Employment. You acknowledge that your participation in the Open Exchange, Developer Community, Contest, or other interaction with InterSystems relating to these terms, is voluntary. You acknowledge that no confidential, fiduciary, agency or other relationship or implied-in-fact contract now exists between you and InterSystems so as to contravene or override these Terms. No relationship described in part B of this Section is established by your submission of an entry to Contest. You understand and agree that nothing in these Terms, any Rules, any submission to a Contest, or any award of a prize may be construed as an offer or contract of employment with InterSystems. Severability. If any provision (or part of a provision) of these Terms or Contest Rules is or becomes invalid, illegal, or unenforceable, the rest of the terms will remain in effect.Import and Export Laws. InterSystems will organize each Contest in compliance with all applicable import laws, export laws, rules, regulations, and sanctions programs. Participants acknowledge and agree that each Contest (including the award of prizes, swag, or other items) may be subject to certain export laws and regulations.Governing Law. ALL CLAIMS ARISING OUT OF OR RELATING TO THESE TERMS AND ANY CONTEST RULES WILL BE GOVERNED AND INTERPRETED IN ACCORDANCE WITH THE LAWS OF THE COMMONWEALTH OF MASSACHUSETTS WITHOUT GIVING EFFECT TO THE MASSACHUSETTS’ CONFLICT OF LAWS PROVISIONS, AND THE SAME SHALL BE LITIGATED EXCLUSIVELY IN THE FEDERAL OR STATE COURTS OF THE COMMONWEALTH OF MASSACHUSETTS IN MIDDLESEX COUNTY. THE PARTIES HERETO CONSENT TO PERSONAL JURISDICTION IN COURTS IDENTIFIED ABOVE. There are minor changes in the Contest Terms. Please check them out.

Hey Developers, You asked - we did it! We're glad to announce the next competition for InterSystems Developers! Please welcome: 🏆 InterSystems Programming Contest: Developer Tools 🏆 Submit an application that helps to develop faster, contribute more qualitative code, helps in testing, deployment, support, or monitoring of your solution with InterSystems IRIS. Duration: March 29 - April 25, 2021 Total prize: $8,500 Prizes 1. Experts Nomination - a specially selected jury will determine winners: 🥇 1st place - $4,000 🥈 2nd place - $2,000 🥉 3rd place - $1,000 2. Community winners - an application that will receive the most votes in total: 🥇 1st place - $750 🥈 2nd place - $500 🥉 3rd place - $250 If several participants score the same amount of votes, they all are considered winners, and the money prize is shared among the winners. Who can participate? Any Developer Community member, except for InterSystems employees. Create an account! 👥 Developers can team up to create a collaborative application. Allowed from 2 to 5 developers in one team. Do not forget to highlight your team members in the README of your application – DC user profiles. Contest Period 🛠 March 29 - April 18: Application development and registration phase (during this period, devs are able to edit/improve their projects). ✅ April 19 - 25: Voting phase. 🎉 April 26: Winners announcement. Note: Developers can improve their apps throughout the entire registration and voting period. The topic 💡 InterSystems IRIS developer tools 💡 In this contest, we expect applications that improve developer experience with IRIS, help to develop faster, contribute more qualitative code, helps to test, deploy, support, or monitor your solution with InterSystems IRIS. Here are the requirements: Accepted applications: 100% new apps or existing ones, but with a significant improvement. Our team will review all applications before approving them for the contest. Types of applications that match: UI-frameworks, IDE, Database management, monitoring, deployment tools, etc. The application should work either on IRIS Community Edition or IRIS for Health Community Edition, or IRIS Advanced Analytics Community Edition. The application should be Open Source and published on GitHub. The README file to the application should contain the installation steps and contain either the video demo or/and a description of how the application works. Source code for the application is available in UDL format (not XML). Example. The requirements above are subject to change. Helpful resources Example applications: iris-rad-studio - RAD for UI cmPurgeBackup - backup tool errors-global-analytics - errors visualization objectscript-openapi-definition - open API generator Test Coverage Tool - test coverage helper and many more. Templates we suggest to start from: objectscript-docker-template rest-api-contest-template native-api-contest-template iris-fhir-template iris-fullstack-template iris-interoperability-template iris-analytics-template How to submit your app to the contest: How to publish an application on Open Exchange How to apply for the contest Judgment Please find the updated voting rules here. So! We're waiting for YOUR great project – join our coding marathon to win! ❗️ Please check out the Official Contest Terms here.❗️ Hey Developers! Please, check out our new Voting Rules! If you have any questions, feel free to ask! And good luck in InterSystems Programming Contest!🔥 Hey, Developers! Only a few days left before the start of registration, don't miss it! Developers! The InterSystems Contest Kick-off Webinar: Developer Tools will be on Monday. We look forward to your participation! Hi Community! The registration period has already begun! Follow our Contest Board and stay tuned. Waiting for your cool projects! 🤩 We have the first application! IRIS-easy-ECP-workbench by @Robert.Cemper1003 Who's next? Hi Developers! The recording of the InterSystems Contest Kick-off Webinar: Developer Tools is available on InterSystems Developers YouTube! Please welcome: Hey Developers! The second week of registration has already started! Just wait for us a little bit more We are on our way Exited! 🤩 Hi Developers! Upload your applications to the Open Exchange and we'll see them on the Contest Board! Let everyone know about your cool app! 💪 Devs! Hurry up! 🔥 The last week of the registration has already begun!⌛️ This demo supports the programming contest and lets all the participants use the secret key and deploy their contest solutions on the InterSystems account at name.contest.community.intersystems.com Watch the video to learn more: ⏯ Deploying InterSystems IRIS docker solutions to GKE cloud in 5 minutes We have a new cool application!🔥 IRIS_REST_Documentation by @davimassaru.teixeiramuta Hey Developers! We have a lot of new applications! zapm-editor by @Sergei.Mihaylenko Grafana Plugin for InterSystems by @Dmitry.Maslennikov IntelliJ InterSystems by @Dmitry.Maslennikov config-api by @Lorenzo.Scalese gj :: locate by @George.James Server Manager for VSCode by @John.Murray Only one day is left, so hurry up! Let us see your cool app!🔥 Developers! The last registration day is almost over. Upload your application and participate in our InterSystems Programming Contest: Developer Tools 🏆 Don't forget to check the new Voting Rules! Good luck to all! Hi all! Just submitted another one to Open Exchange: https://openexchange.intersystems.com/package/Git-for-IRIS It seems it's still on approval and can't be submitted to the contest yet. Any chance to submit it? Edit: Published and submitted.

Let me introduce the support of InterSystems IRIS in IntelliJ IDEA. This plugin adds Syntax Highlighting support for ObjectScript, and auto import and compile on the server after saving a changed file. It uses LanguageServer written in Rust, where was added an ability to import and compile code. Installation You will need the latest version of IntelliJ IDEA, Community Edition also supported. Probably other editions of IntelliJ products also supported, but not tested. Download the latest version of the plugin from the releases page, do not extract it Open IntelliJ IDEA, go to Settings, Plugins, Gear icon, Install Plugin from Disk, and select downloaded file Restart the IDE Now you can open any folder with ObjectScript source code you already have as a new project. And first of all, you have to configure the connection to IRIS. Settings -> Languages & Frameworks -> InterSystems. Note, that there is SuperServer port, not WebServer's. After that, when you change mac or cls file, after save it's automatically will import to the server and compile. Please vote for the project on the current contest

What is Data Fabric? “It is a set of hardware infrastructure, software, tools and resources to implement, administer, manage and execute data operations in the company, including, acquisition, transformation, storage, distribution, integration, replication, availability, security, protection , disaster recovery, presentation, analysis, preservation, retention, backup, recovery, archiving, recall, deletion, monitoring and capacity planning, across all data storage platforms and enabling application use to meet the company's data needs company". (Alan McSweeney) The Data Fabric is a new way to operate the data using all resources and technology innovations available to get business value, including multimodel databases, Analytics, AI, ESB/SOA, microservices and API Management. Data Fabric principles Alan McSweeney listed the following principles when using Data Fabric: Administration, management and control - maintain control and be able to manage and administer data, regardless of where it is located Stability, reliability and consistency - common tools and utilities used to deliver a stable and reliable Data Fabric across all layers Security - Security standards across the Data Fabric, governance automation, compliance and risk management Open, flexible and free choice - ability to choose and change data storage, access and location Automation - automated management and maintenance activities, DevOps and DevSecOps Performance, recovery, access and use - applications and users can gain access to data when needed, as needed and in a format in which it is usable Integration - All components interoperate together at all layers Data Fabric Architecture McSweeney designed a conceptual diagram to detail Data Fabric into an organization, see: You can see that is needed some technologies to get a fluid data input, processing and output operating toghether to "fabric" the data and deliver business value to the data consumers. These elements can be resumed by this diagram: The operation of the data is in Data Intake Gateway, using ESB and API Gateway technology to capture, orchestrate, transform, enrich and integrate data assets into to corporate data assets. The result of the data operation is consumed using Analytics and AI to allows data consumers to get the insights. The multimodel repositories are key player too, because the volume and variety of the data and the requirement of "golden data", the "single channel of truth". InterSystems IRIS and the Data Fabric The InterSystems IRIS is a Data Fabric platform thats enable a Data Fabric architecture into the organizations, see: DATA FABRIC COMPONENT ​INTERSYSTEMS IRIS COMPONENT ​Multi-Purpose Repository ​IRIS Database Supported SQL Relational object in Java, Python, .NET and Object Script NoSQL to JSON – DocDB Analytical with MDX cubes Shards support to enable Big Data (same as MongoDB) Corporate Cache – ECP MDM implemented via Integration Bus RBAC, Cryptography and Labeling Transanalytic and Data Lake JDBC, ODBC or native SQL access with ORM for Object Script ​Data Intake / Gateway via Integration Bus / Service Bus and API Gateway IRIS Interoperability REST API and API Management Data Bus - SOA, EAI, ESB Integration and EDI Adapters Flow Automation - BPL and DTL, Rules Native integration with Java, .NET and C Python and JavaScript MFT - Managed File Transfer Messaging, Events and JMS IoT with MQTT / API Data Extraction / Ingestion, Transformation and Loading Analysis and Reporting Utilities IRIS Analytics BI / Analytical and ETL (BPL / DTL) Hierarchical Panels, Analysis and Pivots SQL, MDX and Power BI Connectors Access Reports and Embedded Reports UIMA - Analysis of unstructured contente Semantic and sentiment analysis Real-time or scheduled analytics AutoML – IntegratedML IA / ML with R or Pyhton NLP - Natural language processing Statistical in R, Python and Object Script Data Bus and Cognitive Flows Text Analytics PMML Adaptive Operational Analytics (AtScale) User Portal AI utilities Conclusion The InterSystems IRIS is not a simple database, or interoperability platform, it is a central player to get your Data Fabric. If you use another solutions from other companies, you need buy 4 to 7 solutions, but with InterSystems you create your Data Fabric with only solution, composed by multimodel DB, ESB/APIM, Analytics and AI. It is cheaper and more simple to you. Learn more in: https://pt.slideshare.net/alanmcsweeney/designing-an-enterprise-data-fabric Great article about Data Fabric!Could you share with us the diagram of Data Fabric Architecture? The diagram looks awesome and would like to see the details Thanks, diagram into: https://pt.slideshare.net/alanmcsweeney/designing-an-enterprise-data-fabric

Hey Developers, We're pleased to announce the next InterSystems online programming competition: 🏆 InterSystems AI Programming Contest 🏆 Duration: June 28 - July 25, 2021 Total prize: $8,750 Landing page: https://contest.intersystems.com Prizes 1. Experts Nomination - a specially selected jury will determine winners: 🥇 1st place - $4,000 🥈 2nd place - $2,000 🥉 3rd place - $1,000 2. Community winners - applications that will receive the most votes in total: 🥇 1st place - $1,000 🥈 2nd place - $500 🥉 3rd place - $250 If several participants score the same amount of votes, they all are considered winners, and the money prize is shared among the winners. Who can participate? Any Developer Community member, except for InterSystems employees. Create an account! 👥 Developers can team up to create a collaborative application. Allowed from 2 to 5 developers in one team. Do not forget to highlight your team members in the README of your application – DC user profiles. Contest Period 🛠 June 28 - July 18: Application development and registration phase. ✅ July 19 - July 25: Voting period. 🎉 July 26: Winners announcement. Note: Developers can improve their apps throughout the entire registration and voting period. The topic 🤖 Artificial Intelligence and Machine Learning 🤖 Develop an AI/ML solution using InterSystems IRIS. Your application could be a library, package, tool, or any AI/ML solution which uses InterSystems IRIS. Here are the requirements: Accepted applications: new to Open Exchange apps or existing ones, but with a significant improvement. Our team will review all applications before approving them for the contest. Build the app that either uses AI/ML capabilities with InterSystems IRIS. The application should work either on IRIS Community Edition or IRIS for Health Community Edition or IRIS Advanced Analytics Community Edition. The application should be Open Source and published on GitHub. The README file to the application should be in English, contain the installation steps, and contain either the video demo or/and a description of how the application works. Source code of the InterSystems ObjectScript part (if any)should be available in UDL format (not XML). Example. The requirements above are subject to change. ➡️ Some ideas for contestants. Use Embedded Python to join the current contest! Embedded Python is a new feature of InterSystems IRIS that gives you the option to use python as a "first-class citizen" in backend business logic development with InterSystems classes. Embedded Python could be used in "on-demand" images that could be delivered via InterSystems InterSystems Early Access Program (EAP) if you refer to python-interest@intersystems.com. More details here. Helpful resources 1. Templates we suggest to start from: InterSystems IntegratedML template IRIS R Gateway template 2. Data import tools: Data Import Wizard CSVGEN - CSV import util CSVGEN-UI - the web UI for CSVGEN 3. Documentation: Using IntegratedML 4. Online courses & videos: Learn IntegratedML in InterSystems IRIS Preparing Your Data for Machine Learning Predictive Modeling with the Machine Learning Toolkit IntegratedML Resource Guide Getting Started with IntegratedML Machine Learning with IntegratedML & Data Robot 5. How to submit your app to the contest: How to publish an application on Open Exchange How to apply for the contest Judgment Voting rules will be announced soon. Stay tuned! So! We're waiting for YOUR great project – join our coding marathon to win! ❗️ Please check out the Official Contest Terms here.❗️ Here are some ideas for contestants: New ML language. Interoperability with numerical computational languages or even CASes proper are great and offer the freedom of choice. Furthermore, these math-oriented languages allow faster problem search/space traversal than more generalized languages such as Python. Several classes of supporting ML problems can be solved with them. Callout interface makes implementation process easy (reference community implementations: PythonGateway, RGateway, JuliaGateway). Suggested languages: Octave, Scilab. New showcases in IoT, Real-Time predictions, RPA. Convergent Analytics group provides a lot of starting templates in these fields - as InterSystems IRIS capabilities are an especially good fit for them. I'm always interested in more examples, especially real-life examples of machine learning. Data Deduplication solutions. Do you have a dataset with a lot of dirty data and know how to clean it? Great. Make a showcase out of it. Reinforcement learning showcases. Examples of Partially observable Markov decision process or other reinforcement learning technologies. Hey Developers! The competition starts on Monday and we have prepared Helpful resources for you: InterSystems IntegratedML template IRIS R Gateway template Feel free to check it out! Developers!The InterSystems AI Programming Contest is open.The first week of registration has begun. Make the most of the tips and materials to create the best appl!😉 We'll wait for you on our Contest board. Hey developers, If you haven't seen it yet, don't miss our official contest landing page: https://contest.intersystems.com/ 🔥 Stay tuned! Hey Developers, The recording of the InterSystems AI Contest Kick-Off Webinar is available on InterSystems Developers YouTube! Please welcome: ⏯ InterSystems AI Contest Kick-Off Webinar Thanks to our speakers! 🤗 Developers! We are waiting for your great apps! Don't forget to participate! Hey Devs! Two weeks before the end of registration!⏳Upload your cool apps and register for the competition!🚀 Here some information how to submit your app to the contest: How to publish an application on Open Exchange How to apply for the contest Hey Developers, 💥 Use Embedded Python to join the current contest! Embedded Python is a new feature of InterSystems IRIS that gives you the option to use python as a "first-class citizen" in backend business logic development with InterSystems classes. ⏯ Short demo of Embedded Python by @Robert.Kuszewski Embedded Python could be used in "on-demand" images that could be delivered via InterSystems Early Access Program (EAP) if you refer to python-interest@intersystems.com. More details here. ⬇️ Template package on how to use Embedded Python deployable with ZPM. Don't forget to change the image to the one you get from the EAP. Stay tuned! Developers! We are waiting for your solutions! Please register on our Landing page Future Participants! Don't forget about our special technology bonuses that will give you extra points in the voting. 🤩 Try them and start to upload your cool apps! 😃 Happy coding! Dear Developers! We have one additional idea for an application.Often, new UI components and pages are relevant to provide customers additional information within an app. We would like inject "AI Apps" into our HealthShare Clinical Viewer (HS CV). A custom app wrapper component in the HS CV needs to be implemented. We will provide a HealthShare environment together with an AI App on the AI platform of DataRobot to you. https://www.datarobot.com/blog/introducing-no-code-ai-app-builder/ For additional details please reach out to Eduard or myself. We are ready to chat! Dear Developers, The last week of the registration has begun! If you still don't have ideas for your app, you can choose some preparedby @Eduard.Lebedyuk https://community.intersystems.com/post/intersystems-ai-programming-contest#comment-159576 and @Thomas.Nitzsche https://community.intersystems.com/post/intersystems-ai-programming-contest#comment-160796 We'll wait for your solutions on our Contest board. 😃 Hey Developers! We remind you that you can register with one click 😉, just press the button "I want to participate" on our Landing page: https://contest.intersystems.com Who will be the first? 🤗 Hey Developers, The first application is already on the Contest Board! ESKLP by @Aleksandr.Kalinin6636 Who's next? Hey Devs! Only 2 days left till the end of the registration. ⏳ Hurry up to upload your cool apps to our Contest Board!

Hi Community, Please welcome the new video from #VSummit20: ⏯ Special Sauce: InterSystems IRIS Overview See what makes InterSystems IRIS data platform so special, learn about the unique features behind the scenes, and identify what InterSystems IRIS can do for you. Follow #InterSystemsIRIS for more. 🗣 Presenter: @Harry.Tong, Senior Solutions Architect, InterSystems Subscribe to InterSystems Developer YouTube and stay tuned! 👍🏼

Hi Community, Enjoy watching the new video on InterSystems Developers YouTube: ⏯ Installing InterSystems API Manager See the installation process for InterSystems API Manager 1.5. Learn how to prepare an InterSystems IRIS database platform instance and host system, and see how to run scripts provided in the API Manager installation kit. Related chapters in InterSystems Documentation: Installation instructions: IAM Guide Configuring secure connections: Using TLS with InterSystems IRIS In this video: Preparing an InterSystems IRIS instance Preparing a host system for API Manager Running API Manager setup scripts Testing and viewing the Admin Portal Enjoy and stay tuned! 👍🏼

Hi Developers! As you may know, InterSystems Developer Community can help you to find a job. There are two options for developers: find a job for yourself or hire staff for your company. Just post an ad on the InterSystems Developer Community and find what you are looking for! How does it work? Check the details below: The "Jobs" section available in the top menu here: What can be found in this section? Job opportunities: Job opportunity announcements on any position which demands any of InterSystems technology skills. Job wanted: Announcements of specialists in InterSystems Data Platforms who are looking for a job. The list of skills should contain any of InterSystems technologies. So, if you: want to offer a position that demands any of InterSystems technology skills OR have experience with InterSystems technology and are looking for a new job, you can both publish a post in the Developer Community. You just have to add related tags to your announcements: Job opportunity Job wanted And here's the easiest way to create a job opportunity: Go to the Jobs section and click on the "New job opportunity" button, an ad will be automatically created with a special "Job opportunity" tag. This tag will make a vacancy out of your announcement and add it to this section. So! You will be able to find new employees or a new job in a quick and easy way with InterSystems Developer Community! 😉 If you have any questions or need some help with the post, don't hesitate to contact us! Precautionary measures: InterSystems does not guarantee the accuracy of recruitment posts or other information posted on this website. InterSystems assumes no responsibility whatsoever for any losses incurred as a result of the information posted on this website. Please confirm the contents and conditions directly with the recruiter or applicant. For more, please refer to the Developer Community Code of Conduct.