The recent announcements about SAP partnering with Microsoft to build enterprise-ready innovative solutions excited us about the future of SAP solutions. And the integration with Microsoft Azure Open AI to access language models securely got us to think about productive use cases that might fit SAP HANA Cloud/SAP Datasphere scenarios. Again, the use case we are discussing is....

This blog is part of a series explaining the multi-model capabilities of SAP HANA Cloud /SAP Datasphere with one end-to-end scenario using Spotify data. Here are the links for the other blogs of this series Part 1 – Architecture Part 2 – Processing Semi-Structured data in SAP HANA Cloud  Part 3 – Processing Semi-structured data in SAP Datasphere ....

There are a number of wonderful blog posts here on the SAP Community talking about how you can get started with SAP HANA Cloud Document Store, and what you can do with it For this blog post, I wanted to meet absolute beginners where they are: Introducing the design considerations behind using the more familiar Relational (Row and Column) Stores Discussing....

In the first blog in this series, we looked at how the HANA platform’s capabilities reduce technical debt and complexity by eliminating the need for ETL when integrating your SAP S/4HANA and ArcGIS Enterprise systems. In talking to a number of utilities, they have described their frustration with a file based interface between the two most important....

In my previous blog posts, I wrote about GDAL with SAP HANA driver in OSGeo4W and how it enables GDAL utilities in the command line. During my SAP TechEd community session, we discussed as well the possibility of coding this in Python. “The GDAL project maintains generated Python bindings for GDAL and OGR. Generally speaking, the classes and....

SAP HANA has well known Row and Document Stores, allowing us to store relational data in Tables and process that data using HANA’s various engines including graph and spatial SAP HANA actually offers a third store – the JSON Document Store. With the SAP HANA Cloud Document Store (DocStore), we can store JSON Documents in Collections within HANA itself, then process that data using the same SAP HANA engines....

Some of our asset intensive customers, like utilities, who are implementing ArcGIS on HANA with SAP ERP have asked me: how do the pieces fit together and where can I read about this in one place? While the value that the HANA platform brings to ArcGIS Enterprise is based on the same capabilities that HANA....

SAP Analytics Cloud makes it easy for businesses to understand their data through its stories, dashboards and analytical applications. However, sometimes we might not be sure how we can leverage SAC to create these based on data from other applications For this worked example, we’re going to make use of SAP Data Intelligence Cloud to retrieve data from SAP....

In my previous blog posts, I wrote about the OGR driver for SAP HANA available in the most wide-used geospatial data processing software GDAL/OGR. I also wrote about how to build the software from the source on macOS. I got great news from our SAP HANA multi-model engineering team: now OGR driver for SAP HANA is included in OSGeo4W too!....

In case you have missed the news: recently version 3.5 of GDAL has been released, which now includes an OGR database driver for SAP HANA in autoconf & cmake builds: https://gdal.org/drivers/vector/hana.html. This new functionality was contributed to the GDAL project by SAP HANA multi-model engineering team. The Geospatial Data Abstraction Library (GDAL) is an open-source computer software library for reading and writing raster and vector geospatial....

In the previous post “GDAL with SAP HANA driver: use it” I described examples of using some GDAL tools with SAP HANA. Here I will describe the steps it took me to build GDAL with SAP HANA driver on my MacBook laptop with Apple M1 (ARM-based) chip. The driver for SAP HANA is not included in....

Transmission line repair GEF is integrated into SAP Plant Maintenance.  GEF allows Plant Maintenance users to do their tasks using a map – regardless of whether the customer is running SAP ERP Central Component (ECC), SAP Business Suite powered by SAP HANA (Suite on HANA), or SAP S/4HANA. The benefits of geospatially enabled business processes....

This blog shows an example application combining SAP AppGyver with the spatial engine of SAP HANA Cloud by making use of GeoServer on BTP as a middleware. Everything has been done on the free tier and can be replicated without involving any license costs. Fast Food Finder: Fill your belly with SAP AppGyver and SAP....

It was almost a year since my last Geospatial Tuesday post. That time it was how-to Import zipped shapefiles into SAP HANA Cloud using Database Explorer. But I still used an external tool called DBeaver to visualize data imported into SAP HANA Cloud. (And before that I even used ASCII to display spatial shapes from SAP HANA!) This time, I....

Machine Learning capabilities have been part of SAP HANA since the earliest version and have continuously evolved over time. These days, Machine Learning embedded in SAP HANA comes in two flavors: the Automated Predictive Library (APL) and the Predictive Analysis Library (PAL). While the automated Machine Learning of the APL targets especially developers and business analysts, the expert Machine....

  This post is part of Transformational Tuesdays: A Series on SAP HANA Business Value from the SAP HANA Solution Management team celebrating 10 years of SAP HANA in 2020.  Data is everywhere and is growing faster than ever. The bigger data grows, however, the harder it is to make data-driven decisions.    Why is this a challenge?   ....