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Hey Community, We greatly appreciate all your feedback on the InterSystems Interoperability Contest! Please take a short survey and answer a few questions to help us improve our contests. 👉 Quick survey: Interoperability Contest Survey 2022 Feel free to share your feedback in the comments of this post as well!

Hey Community! Here are the bonuses for participants' articles that take part in InterSystems Tech Article Contest: Python Edition: Article Topic (5) Video (3) Discussion (1) Translation (1) New member (3) Total points Working with Globals in Embedded Python + + + + 10 Accessing Management Portal System Dashboard information and display cache table data on the web page with the help of embedded python + + 6 IRIS Climate Change application that shows how temperature is increasing worldwide as a proof of global warming + + 6 Time zone conversion utility using embedded python + + + 9 IRIS Embedded Python with Azure Service Bus (ASB) use case + + 8 Create Stored Procedures using Embedded Python + 5 Getting known with Django + + 6 Getting known with Django part 2 + 5 Introduction to Web Scraping with Python - lets Extract some Job Data + + + 9 Dealing with large content in Python Native API + + + 9 Concept for Human Face Detection and Understand their Feeling Using Python + + 4 Getting known with Django part 3 + 5 Bonuses are subject to change upon the update. Please claim your bonuses here in the comments below! Hi @Anastasia.Dyubaylo Thanks for sharing the points.Both of the articles "Accessing Management Portal System Dashboard information and display cache table data on the web page with the help of embedded python" and "IRIS Climate Change application that shows how temperature is increasing worldwide as a proof of global warming" are using "Embedded Python", wondering why Topic points are not awarded?Looking forward Thanks Added to your article ;) Thanks for noticing @Muhammad.Waseem! Thanks @Anastasia.Dyubaylo

Hi Developers! Here're the technology bonuses for the InterSystems IRIS Globals Contest 2022 that will give you extra points in the voting: Data-model implementation - 5 Functional index implementation - 5 Data Move usage - 3 Embedded Python - 4 Docker container usage - 2 ZPM Package deployment - 2 Online Demo - 2 First Article on Developer Community - 2 Second Article On DC - 1 Code Quality pass - 1 Video on YouTube - 3 See the details below. Data-model implementation - 5 pointsIntroduce an application that provides an API to implement any new to InterSystems IRIS data model. E.g. columnar data store, time-series database, graph datastore, document store, key-value database. An API should contain at least the options to create/alter entities metadata, insert/update/delete data, query data, index data. E.g. here is an example of iris-graph implementation (not finished and abandoned project). You are also welcome to fork it and finish the implementation for the contest. The implementation can also mimic any other database engine of such in IRIS, e.g. mimic MongoDB or Redis in IRIS. Examples: InterSystems IRIS as MongoDB InterSystems IRIS as Redis (Implementation 1, Implementation 2) The implementation should be "non-trivial" - e.g. CRUD API for key-value to globals will not be enough, but the implementation with the support of metadata management, indexing, and search/query will work. Functional Index Implementation - 5 points Introduce an implementation of Functional Index with globals and collect 5 extra points. Documenation. Example. Data Move usage -3 points DataMove is a powerful feature for moving data from one database to another in a live environment, but it operates at a fairly low level. Adding a layer around it for easy archiving of table data, an interface to keep track of (potentially large numbers of) subscript-level mappings, etc.. would be examples of helpful utilities in the big global space. Embedded Python - 4 points Use Embedded Python in your application and collect 4 extra points. You'll need at least InterSystems IRIS 2021.2 for it. Docker container usage - 2 points The application gets a 'Docker container' bonus if it uses InterSystems IRIS running in a docker container. Here is the simplest template to start from. ZPM Package deployment - 2 points You can collect the bonus if you build and publish the ZPM(InterSystems Package Manager) package for your Full-Stack application so it could be deployed with: zpm "install your-multi-model-solution" command on IRIS with ZPM client installed. ZPM client. Documentation. Online Demo of your project - 2 pointsCollect 2 more bonus points if you provision your project to the cloud as an online demo. You can do it on your own or you can use this template - here is an Example. Here is the video on how to use it. Article on Developer Community - 2 points Post an article on Developer Community that describes the features of your project and collect 2 points for the article. The Second article on Developer Community - 1 point You can collect one more bonus point for the second article or the translation regarding the application. The 3rd and more will not bring more points but the attention will all be yours. Code quality pass with zero bugs - 1 point Include the code quality Github action for code static control and make it show 0 bugs for ObjectScript. Video on YouTube - 3 points Make the Youtube video that demonstrates your product in action and collect 3 bonus points per each. The list of bonuses is subject to change. Stay tuned! Good luck in the competition! Things I mentioned in the kickoff webinar: %SQL.AbstractFind/%Library.FunctionalIndex implementations:Semantic version index:https://github.com/intersystems-community/zpm/blob/master/src/%25ZPM/General/SemanticVersion/Index.clshttps://github.com/intersystems-community/zpm/blob/master/src/%25ZPM/General/SemanticVersion/Find.clshttps://github.com/intersystems-community/zpm/blob/master/src/%25ZPM/Repo/Filesystem/Cache.clsSpatial index: https://github.com/intersystems-ru/spatialindexImage color index: https://openexchange.intersystems.com/package/iris-image-index-demoInspiration for a project:Implement a hierarchical index that operates on a table with a self-referential field (e.g., an employee table with a manager field) to return (via a %SQL.AbstractFind implementation) all records above (directly/indirectly), below (directly/indirectly), or in the same tree (or graph - need to consider circular references) as a given record. r we planing to add columnar/time-series/graph into IRIS？

Hey Community, We are glad to invite you to the upcoming kick-off webinar on the FHIR for Women's Health programming contest. FemTech (software for women’s health) is an integral part of modern healthcare delivery that individualizes care and encourages patient empowerment. The women’s digital health market is projected to continue to grow as we prioritize and de-stigmatize women’s health issues. In this webinar, we'll show you some of the general principles and problems of solving issues connected to women's health, as well as share some great ideas for your inspiration. As always, we’ll discuss and answer the questions on how to build solutions using InterSystems IRIS for Health. Date & Time: Monday, November 14 – 11:00 AM EDT Speakers: 🗣 @Aya.Heshmat, Product Specialist🗣 @Dean.Andrews2971, Head of Developer Relations 🗣 @Evgeny.Shvarov, InterSystems Developer Ecosystem Manager >> Register here << Hey Developers, Watch the recording of the Kick-off Webinar on InterSystems Developers YouTube: ⏯ [Kick-off Webinar] InterSystems FHIR for Women's Health Contest

Hi Developers! Here're the technology bonuses for the InterSystems Women’s Health FHIR Contest 2022 that will give you extra points in the voting: Women’s Health Topic Women’s Health Dataset IRIS For Health FHIR or FHIR Cloud Server Usage Healthcare Interoperability Embedded Python usage Docker container usage ZPM Package Deployment Online Demo Code Quality pass Article on Developer Community The second article on Developer Community Video on YouTube First Time Contribution See the details below. Women’s Health Topic - 5 points Collect 5 bonus points if your application is helping with any Women’s Health problems solution. For example if your application can help pregnant patients discover trends in tracking pregnancy symptoms and/or build an integration to share symptoms and pregnancy journal notes with a partner application Women’s Health Dataset - 3 points Collect 3 bonus points if you submit a Women’s Health dataset into Open Exchange and use it in your application. Here are examples of datasets in Open Exchange: titanic, community posts, health datasets. Dataset should be a separate Open Exchange application. IRIS For Health or InterSystems FHIR Server Cloud Usage - 2 points Collect 2 bonus points if your solution uses FHIR server via IRIS for Health or InterSystems FHIR Server on AWS. Get IRIS For Health template with FHIR server running here. You can spin up your instance of FHIR server here. Healthcare Interoperability - 4 points Collect 4 bonus points if your application is healthcare interoperability solution that uses InterSystems Interoperability to transfer or/and transform healthcare data via messages or it uses healthcare formats data transformation. Here is an example of healthcare interoperability solution. Embedded Python - 3 points Use Embedded Python in your application and collect 3 extra points. You'll need at least InterSystems IRIS 2021.2 for it. Docker container usage - 2 points The application gets a 'Docker container' bonus if it uses InterSystems IRIS running in a docker container. Here is the simplest template to start from. ZPM Package deployment - 2 points You can collect the bonus if you build and publish the ZPM(ObjectScript Package Manager) package for your Full-Stack application so it could be deployed with: zpm "install your-multi-model-solution" command on IRIS with ZPM client installed. ZPM client. Documentation. Online Demo of your project - 2 pointsCollect 3 more bonus points if you provision your project to the cloud as an online demo. You can do it on your own or you can use this template - here is an Example. Here is the video on how to use it. Code quality pass with zero bugs - 1 point Include the code quality Github action for code static control and make it show 0 bugs for ObjectScript. Article on Developer Community - 2 points Post an article on Developer Community that describes the features of your project. Collect 2 points for each article. Translations to different languages work too. The Second article on Developer Community - 1 point You can collect one more bonus point for the second article or the translation regarding the application. The 3rd and more will not bring more points but the attention will all be yours. Video on YouTube - 3 points Make the Youtube video that demonstrates your product in action and collect 3 bonus points per each. Examples. First Time Contribution - 3 points Collect 3 bonus points if you participate in InterSystems Open Exchange contests for the first time! The list of bonuses is subject to change. Stay tuned! Good luck with the competition!

Hey Community, We are super excited to announce the winners of the InterSystems IRIS for Health Contest: FHIR for Women's Health! Thank you all for participating in our coding competition! Without further ado, the winners are... Experts Nomination 🥇 1st place and $5,000 go to the FemTech Reminder app by @KATSIARYNA.Shaustruk, @Maria.Gladkova, @Maria.Nesterenko 🥈 2nd place and $3,000 go to the Pregnancy Symptoms Tracker app by @José.Pereira, @Henrique, @henry 🥉 3rd place and $1,500 go to the Contest-FHIR app by @Lucas.Enard2487 🏅 4th place and $750 go to the fhir-healthy-pregnancy app by @Edmara.Francisco 🏅 5th place and $500 go to the iris-fhir-app app by @Oliver.Wilms More winners: 🏅 $100 go to the Dia-Bro-App app by @Dzmitry.Rabotkin, Maria Muzychuk, Maxim Eliseykin 🏅 $100 go to the NeuraHeart app by @Grzegorz.Koperwas 🏅 $100 go to the FHIR Questionnaires app by @Yuri.Gomes 🏅 $100 go to the Beat Savior app by @Jan.Skála 🏅 $100 go to the ehh2022-diabro app by @Maksym.Shcherban 🏅 $100 go to the Dexcom Board app by @Daniel.Šulc, Matěj Žídek, Tomáš Dorda Community Nomination 🥇 1st place and $1,000 go to the Pregnancy Symptoms Tracker app by @José.Pereira, @Henrique, @henry 🥈 2nd place and $750 go to the FemTech Reminder app by @KATSIARYNA.Shaustruk, @Maria.Gladkova, @Maria.Nesterenko 🥉 3rd place and $500 go to the fhir-healthy-pregnancy app by @Edmara.Francisco Our sincerest congratulations to all the participants and winners! Join the fun next time 😎 Congratulations everyone! Well done! Congratulations to the winners! Good Work Thank you all for this contest and for this opportunity! Congratulations everyone! Great contest with a lot of awesome new apps!

Hi Community, Enjoy watching the new video on InterSystems Developers YouTube: ⏯ InterSystems IRIS Scalability: New & Next Plus Ultra @ Global Summit 2023 Hear from InterSystems IRIS development leadership about recent work and roadmap items in scalability and performance. In this session, we'll dispel myths by explaining the magic we're using to keep pushing the boundaries for our customers. 🗣 Presenter: @Tom.Woodfin, Director of Development, Data Platforms, InterSystems Enjoy it and stay tuned! 👍

Hey Community, Enjoy watching the new video on InterSystems Developers YouTube: ⏯ Best Practices for InterSystems IRIS System Performance in the Cloud @ Global Summit 2023 Cloud vendors manage the use of their limited system resources by increasing latency, thus impacting your applications and users. To successfully plan and assess the cost of migration to the cloud, you need to understand where the limits are and how to raise them or work around them for the best operation of InterSystems IRIS. Watch this session to understand which system resource InterSystems IRIS needs. We'll look at how its performance requirements map to AWS, Azure, GCP, and other clouds. 🗣 Presenter: @Murray.Oldfield, Principal Technology Architect, InterSystems Enjoy it and look out for more videos! 👍

In this article, we will analyze the intricacies of setting up tables and graphs to improve the readability of data. Logi offers a rich set of data visualization tools. You can find anything from a wide variety of chart templates to custom CSS styles. Understanding the assortment of settings and options can be quite difficult. First, we will create a chart and a table with default settings, and give them a presentable look using InterSystems Reports (powered by Logi Report). Graphic Suppose we need to display three directions of data at once on one chart. The data source in our example would be products_count (number of apps by month), m_UserID_distinct (number of members), and TotalProducts (total number of apps). The result, in this case, would look like the chart below. As you can see, InterSystems Reports (powered by Logi Report) automatically chose colors and settings for us. However, we are not satisfied with the default parameters because we want to design everything ourselves, and we can actually do it since it is possible to edit absolutely all elements of the chart. First, let's choose brighter and more informative colors for the columns and the curve. To do that, double-click or right-click any column and select Format 2D Bar in the context menu. In the window that appears, select the Fill tab, check the Self Settings item, and look attentively at the Normal Fill part. Click on a color and choose the one that suits your needs. The color palette understands colors in HEX format. In our example, there will be #2196F3 for the first level of the Stacked Bar and #4CAF50 for the second one. It's getting better already! Now we need to set the appropriate color for the curve. To make it happen, double-click the curve. In the window that appears, check the Self Settings box and pick the color in the Fill frame. In our example, we used black. Additionally, you can check the Smoothed Line item to make the curve bend more smoothly at the vertices. You can click the Apply button to apply and view the changes immediately. Great! We have set bright and eye-catching colors. Now you can customize the background and marking lines. Let's edit the bottom marking line first. To do that, double-click it or select Format Category (X) Axis from the context menu. In the window that appears, go to the Axis tab, then to the Line frame, click Style, and select Invisible. On the same tab, you can change the date category field by unchecking the Auto checkbox and selecting the required field from the list. Keep in mind that the date you are changing to must be in the same dimension. We've got the following chart. Now, it is time to remove the lines of labels on both Y coordinates. To do that, click on the table and select Format Value (Y) Axis from the menu. In the menu that will appear in the Line frame, click Style and select Invisible. We should also repeat the same procedure for the second Y coordinate. The result we have got looks like the table below. It is concise and not overloaded now, so let's create a frame for it. To do that, select the Format Paper menu and go to the Border tab in the window that will open. There, click on Border Type and pick Solid. Select a more saturated color in the Color item and click OK. In this part, we designed the chart, made it more readable and not overloaded with details. You can save the resulting style and use it in future plots. To do that, select Save Style from the context menu of the table. In the window that will appear, select the * symbol in the first line and click OK. In the next window, you will be prompted to give a name to the new style, so choose the one you need and save it. After that, the new design style will become available from the table creation menu in the Style tab. Table Now we will design a table with several indicators. InterSystems Reports (powered by Logi Report) provides powerful tools for fine-grained table editing. Here we will analyze some basic tools that can be useful for you in daily analytics. In our example, there will be a table of four indicators grouped by the numerical date MonthYearNum (YYYYMM). It does not representative at all. The table takes up too much space because of all the data. Yet, we can fix everything with ease. Let's start with the size and number of lines. First, let's limit the amount of data. To do that, open the Table Wizard and go to the Group tab. Select the dimension by which our data will be grouped (in our case, it will be the Month_Year_Num_calendarSol dimension), and press Select N. In the window that will appear, select Select N. Since we have the Decsend order, pick Top N. In our case, we will have 6 rows. When we have formed a table, we will see only six rows. It is precisely what we need. The next step will be to remove the extra columns and rows. We will get rid of the GC (Group Column) column, the GF (Group Footer), and TF (Table Footer) rows. To do that, select the column by clicking on the GC and pick the Hide Column item from the menu. We should do the same with strings. Choose GF and TF in turn, and select Hide from the menu. After we have hidden the GC column, we will have the GH row. To conceal the latter, we will have to follow the same procedure. As a result, we will get a concise table that covers only relevant data. Now we will change the labels and give meaningful names to the columns. To do that, you need to select the label first. Then, on the right side of Properties, go to the Text Format section, find the Text field, and enter your value. When finished, press Enter. Otherwise, just double-click the label and enter the text you need. Take the same steps we have described above with the rest of the labels. When all the labels have been renamed the way we want, we can finally set the dimensions for the table. In our example, the table will be placed to the left of the graph, which means we need to shorten the rows as much as possible. Labels are the limit, so we need to get them halved in size. To implement that, InterSystems Reports (powered by Logi Report) has developed the functionality of wrapping lines. To use that option, hold down CTRL, select all columns one by one, and in Text Format on the right side select Word Wrap = True. Your next step is to stretch the cells in height. To do that, select the line by pressing TH and set the Height value to the one you need. You can adjust the height by trying different values, or you can just stretch the cells manually by hovering over the border between the lines until the arrow icon appears. (As practice shows, setting the value in the Height field is a more convenient option). After changing the row height, don't forget to increase the value in the cells by the appropriate one! All you need to do is to hold down CTRL, and, while doing that, repeat the selection of each value in the table. Then, you should also set the Height value in the parameter set on the right side (in our case it will be 0.46 inches). Now, you need to reduce the width of the cells in order to transfer a part of the name to the following line. To achieve that, we should highlight the TH (Table Header) row. Then, go to the Inspector on the right side and select the appropriate cells. Please note that we did not pick cell number 50 because it had been hidden. Yet, at this point, click the Table Header row again to deselect it, since we only need to resize the Table Cell. When finished, select the required value by changing it in the Height field. In our case, the size is 0.8 inches. Below you can see a table you should receive as a result. The next step is to align the text inside the labels. To do that, re-select the cells and pick the center alignment in the Format tab at the top. Our table is almost ready! The only part that is missing is to apply the fill for the labels.Highlight the line once more by clicking the TH icon. On the right side, proceed to the Color section, find the Background field, and change the color to an arbitrary one (in our case it will be 0x2196f3 - blue). The remaining part is to place the table next to the graph. To make that happen, we should reduce the chart we created earlier by pulling the corner and placing it at the same height as the table. The result we got is illustrated below. In this article, we examined the basic ways to format charts and tables. We have learned how to apply fill, change the size of various elements, adjust the values of labels, and modify the number of chart elements.

Hey Developers, Enjoy watching the new video on InterSystems Developers YouTube: ⏯ How to Customize the InterSystems IRIS for Health FHIR Repository @ Global Summit 2023 InterSystems IRIS for Health offers not only a world-class FHIR repository, but also flexibility and extensibility. Discover the options for customizing your FHIR repository, and learn how they can be implemented through several concrete use cases, such as enforcing uniqueness of identifiers and Referential Integrity. 🗣 Presenter: @Theo.Stolker, Senior Sales Engineer, InterSystems Enjoy this video and stay tuned for more videos! 👍

Hi Developers! Here is the bonus results for the applications in InterSystems Python Programming Contest 2023: Project Embedded Python Python Native API Python Pex Interoperability Python libs: sqlalchemy and dbt LLM AI or LangChain NoObjectScriptLine Questionnaire Find a bug in Embedded Python Docker ZPM Online Demo Community Idea Implementation First Article on DC Second Article on DC First Time Contribution Video on YouTube Total Bonus Nominal 3 3 4 2 4 5 2 2 2 2 2 4 2 1 3 3 44 native-api-command-line-py-client 3 3 5 2 2 2 2 1 3 23 iris-size-django 5 2 2 3 12 apptools-django 3 5 2 2 2 2 16 iris-recorder-helper 2 4 5 2 2 3 18 irisapitester - 2 - - 2 iris-python-lookup-table-utils 3 5 2 3 3 16 BardPythonSample 3 4 5 2 2 3 19 native-api-py-demo 3 3 6 iris-vector 3 5 2 2 2 2 2 18 flask-iris 2 5 2 3 12 password-app-iris-db - 5 2 - 7 Face Login 3 2 2 7 iris-GenLab 3 4 2 4 5 2 2 2 2 1 3 30 iris-python-machinelearn 3 2 2 3 3 13 IRIS-Cloudproof-Encryption 3 3 3 9 Please apply with your comments for new implementations and corrections to be made here in the comments or in Discord. Thanks @Evgeny.Shvarov for sharing technological bonuses results.Please note that iris-GenLab application has Embedded Python and (Langchain or AI LLM) functionality.PEX Production and 2nd article have been also added.Regards In my project iris-vector, there are a few things, which make it impossible to make it ObjectScriptLess, at least for now. I've already mentioned the issues of running Python based SQL functions, in my article, so, I had to add ObjectScript realization too. And any new DataType in IRIS, which implements custom serialization based on methods like DisplayToStorage, at the moment accepts only ObjectScript, due to tied implementation to SQL Compilation engine. Thanks @Evgeny Shvarov for sharing technological bonuses results.Please note that iris-python-machinelearn application has Docker functionality and the last update NoObjectScriptLine too.Thanks again. Hi @Muhammad.Waseem ! Bonuses are implemented Hi @André.DienesFriedrich ! But here is the ObjectScript in your repo Thanks, @Dmitry.Maslennikov ! Yes, you used Python and avoided ObjectScript where possible finding new limits - thanks for that! The bonus point is provided. Hi @Evgeny.Shvarov, still points are not updated Hello @Evgeny.Shvarov. I think the apptools-django project implements the idea of community: https://ideas.intersystems.com/ideas/DP-I-149 How do you think ?And also, I updated the first article. Please add points. Yes, there are both implementations, in the Python folder, file sample.py this is the construction only in Python without ObjectScript. By the way, I also made an article, I think I linked it to the app. Hello @Evgeny.Shvarov Thanks for sharing the bonuses results. Please, can you check the IrisApitester puntuation? It uses: -Embedded phyton -Docker -ZPM Or maybe it’s because it’s an update to an existing App? Thanks! Sergey, it is a good attempt, but you need to justify every aspect of current management portal substituted with your one. From what I saw you introduce a new interesting functionality and sometimes you use links to the current portal. Article is considered. Yes, if you apply again with the same app "previous" bonuses don't count. only for the new functionality. Hi Daniel! You already received these bonuses in the previous contest. We do not re-give bonuses to ensure what already participating apps do not have an advantage over new ones. Could you please delete the files from repo that are not related to your solution to avoid the confusion? My initial idea was to create a kind of template for future changes, where in the SRC folder there is the project with Python embedded in IRIS and in the Python folder there are two files, one that calls IRIS through Python and the other just the pure Script that runs directly in local or inside Docker with Iris. But I believe that the idea of ​​doing something more comprehensive ended up generating more confusion than solution, this is the first time I have participated in a contest, I will refine it more the next time. Hi Andre! If we consider all the code you wrote, it includes ObjectScript. Considering that you merged two templates intersystems-iris-dev-template and iris-embedded-python-template and wrote your code on top, it is a little difficult to find exactly your changes. I checked all your commits and found out that you were the one who wrote the ObjectScript code. You can easily fix this by rewriting this method in Python. I understand, it would be more interesting to leave just the Python part like this file without the ObjectScript, but I would have to generate a new image in Docker to remove it, and unfortunately I'm very committed to time right now, for a first Contest it will serve as a learning experience and a lesson, if you can consider something as it is, great, if you can't, that's fine, I'll dedicate myself more to the next one, I'll change this one as soon as I can. Thank you very much for your attention and explanations. Ok, I understand it, no problem, thank you! Hi @Evgeny.Shvarov, Thanks for the update. Only Questionnaire points are not updated which I already done yesterday. Done! Your Questionnaire points were added Thanks Hi Semion, i made some changes, I added a video and the link to the article in the contest, I changed the name of the file that was as a sample to NoObjectScript.py, in the video I show its execution and demonstrating the usability of the libraries in a FrontEnd. Hello @Evgeny Shvarov Thanks for sharing the bonuses results. To the password-app-iris-db application, a second article was written, but no points were awarded for it. Hi! Your bonuses were accepted Hi Oleksandr! You have already received all bonuses for articles. First article what you wrote for previous contest is not applying. We are counting articles what were written only for the current contest. It should be fresh. Thanks Semion, one last cry, won't NoObjectScript be considered? Thank you very much for your attention and sorry for the inconvenience. Hi Andre! Sorry, but no. I already explained why and how to fix it.

InterSystems IRIS Adaptive Analytics version 2023.2 is now available from the InterSystems Software Distribution site. This new release brings along some great enhancements included with our partner AtScale's Version 2023.2 including: Increased object sharing across cubes to make virtual data model development easier A simplified way to create common, but complex, model elements like time-relative measures, intelligent dimensions, and calculation groups Improved connector for Microsoft PowerBI Built in usage metrics dashboard to manage aggregates and queries For more detail, see this demonstration of these new capabilities. For more information about Adaptive Analytics, see the InterSytems documentation and learning services content. #InterSystems Official #Adaptive Analytics

Hi Community, Let's meet together at the online meetup with the winners of the InterSystems Python Programming Contest 2023 – a great opportunity to have a discussion with the InterSystems Experts team as well as our contestants. Winners' demo included! Date & Time: Friday, September 29, 10 am EDT | 4 pm CEST Join us to learn more about winners' applications and to have a talk with our experts. ➡️ REGISTER TODAY See you all at our virtual meetup!

Hey Community! Here are the bonuses for participants' articles that take part in the Tech Article Contest: InterSystems IRIS Tutorials: No Article Topic bonus Video bonus Discussion bonus Translation bonus New member bonus Total points 1 Quick sample database tutorial + + 4 2 Tutorial - Working with %Query #1 + + + 9 3 Tutorial - Working with %Query #2 + + 8 4 Tutorial - Working with %Query #3 + + 8 5 Tutorial - Streams in Pieces + + 8 6 SQLAlchemy - the easiest way to use Python and SQL with IRIS's databases + + + 9 7 Creating an ODBC connection - Step to Step + + + 9 8 Tutorial - Develop IRIS using SSH + + + 9 9 InterSystems Embedded Python in glance + 5 10 Query as %Query or Query based on ObjectScript + + + + 10 11 Setting up VS Code to work with InterSystems technologies + + 4 12 Tutorial: Improving code quality with the visual debug tool's color-coded logs + 3 13 Kinds of properties in IRIS 0 14 Backup and rebuilding procedure for the IRIS server + + 4 15 Stored Procedures the Swiss army knife of SQL + + 4 16 Tutorial how to analyze requests and responses received and processed in webgateway pods 0 17 InterSystems's Embedded Python with Pandas + + 8 18 Tutorial for Middle/Senior Level Developer: General Query Solution + + + 9 19 Tutorial - Creating a HL7 TCP Operation for Granular Error Handling 0 20 Tutorial from Real Practice in China Hosipital Infomatics Construction: How to autobackup your code/ auto excute code when you are not allowed to use Git? + + 4 21 SQL IRIS Editor and IRIS JAVA CONNECTION + + 8 22 Perceived gaps to GPT assisted COS development automation + + 4 23 Set up an IRIS docker image on a Raspberry Pi 4 + 3 24 Using JSON in IRIS + 5 Bonuses are subject to change upon the update. Please claim your bonuses here in the comments below! We've updated bonuses! This time our expert decided that 3 articles will collect our "Discussion Bonus" for the most useful discussion in the post. p.s. Only one day left to enter the competition! And collect all our bonuses. Good luck to all participants!

Greetings, Community! We are grateful for your participation in InterSystems Open Exchange. Your feedback is essential to us. Please take a moment to complete this brief survey and let us know what you like about Open Exchange and how we can make it better in 2023. ➡️ Open Exchange Survey 2022 (3 minutes, 10 questions)