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SAP HANA vs Spark SQL comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

SAP HANA
Average Rating
8.2
Reviews Sentiment
6.5
Number of Reviews
84
Ranking in other categories
Data Virtualization (2nd), Embedded Database (4th), Relational Databases Tools (4th)
Spark SQL
Average Rating
7.8
Reviews Sentiment
7.6
Number of Reviews
14
Ranking in other categories
Hadoop (4th)
 

Featured Reviews

Md Ashraful  Islam - PeerSpot reviewer
Powerful in-memory processing capabilities and advanced analytics, enhancing real-time decision-making, but with challenges in reaching SAP for support
Continuous improvement is essential for these systems to stay competitive and relevant in the market. Currently, for support, we rely on local implementers who act as intermediaries. This makes it challenging for me to reach out to SAP directly. If, for instance, I encounter any issues during the ongoing project, expanding it to other companies may pose a challenge without direct access to SAP support.
Lucas Dreyer - PeerSpot reviewer
Processing solution used for data engineering and transformation with the ability to process large datasets
It takes a bit of time to get used to using this solution versus Panda as it has a steep learning curve. You need quite a high level of skill with SQL in general to use this solution. If SQL is not someone's primary language, they might find it difficult to get used to. This solution could be improved if there was a bridge between Panda and Spark SQL such as translating from Panda operations to SQL and then working with those queries that are generated. In a future release, it would be useful to have a real time dashboard versus batch updates to Power BI.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The solution is stable."
"What's most valuable in SAP HANA is that it covers the business process systems of my company. The solution also helps because it makes almost everything automated. Another valuable feature of SAP HANA is that it can be integrated with third parties and other enhancements needed by the company."
"Integration is the most valuable feature we use SAP HANA for."
"A very feature-rich solution with excellent performance."
"When we upgraded, we received more functions or more features."
"It is difficult for me to narrow down what the best features are in SAP HANA because they work together to provide the overall functionality of the solution. However, the Fiori application is very good."
"SAP HANA's best features are its programmability and extensibility - you can size and shape the software however you need."
"It's sufficed all of our requirements. We primarily needed it to run SAP applications, like NetWeaver or S/4HANA, and it has been really good at that."
"It is a stable solution."
"The performance is one of the most important features. It has an API to process the data in a functional manner."
"Overall the solution is excellent."
"I find the Thrift connection valuable."
"The solution is easy to understand if you have basic knowledge of SQL commands."
"Certain data sets that are very large are very difficult to process with Pandas and Python libraries. Spark SQL has helped us a lot with that."
"Data validation and ease of use are the most valuable features."
"This solution is useful to leverage within a distributed ecosystem."
 

Cons

"There's an issue in the partition. When you record more than two million records, partitioning does not work well. In Oracle it's easy. SAP must resolve this issue in order to be more competitive with Oracle."
"More standards would help in the future."
"They can improve their technology for the CRM subsystem. There are other products that are better and more effective for the CRM subsystem. Its price could be better. It is expensive."
"A documents preview could be helpful."
"FI, or the financial module of SAP, has room for improvement. It has to have some better localization for the Middle East, especially in regards to taxes and the letter of credit cycle. I would like to see better localization from the HCM."
"I would like more technical documentation. I would like it to be easier to find online help or have a better launch-based service. SAP has a lot of functions, so we need more best practices and more detailed documentation on industry solutions. For example, it would be good to have documentation on why a certain process needs to be set up and which kinds of configurations need to be set up."
"The solution could improve by having better migration flexibility. For example, it would be helpful if there was a way for customers could check their nonproduction and production deployments."
"The solution is very expensive, however. The pricing depends on the number of users and many other factors that affect licensing."
"I've experienced some incompatibilities when using the Delta Lake format."
"There should be better integration with other solutions."
"Anything to improve the GUI would be helpful."
"There are many inconsistencies in syntax for the different querying tasks."
"It takes a bit of time to get used to using this solution versus Pandas as it has a steep learning curve."
"In terms of improvement, the only thing that could be enhanced is the stability aspect of Spark SQL."
"This solution could be improved by adding monitoring and integration for the EMR."
"SparkUI could have more advanced versions of the performance and the queries and all."
 

Pricing and Cost Advice

"The price of licensing is dependent on the size of the project, however, we have found that there is scope to negotiate the cost. If the solution is implemented on-premises there may be some extra costs for hosting etc."
"The price is high and could be a bit cheaper."
"Its licensing is expensive for SMEs and large enterprises alike."
"SAP HANA is very expensive here in China. My company bought the SAP ERP suite, which includes SAP HANA. For others who use SAP HANA as an analytical database, CPU numbers will affect the pricing, so as a solution, it's costly."
"Price-wise, the product falls on the higher side of the spectrum. There is no need to pay for maintenance and support additionally. Support is available for bug fixes in the product."
"The tool is expensive compared to other products, like Oracle R or Microsoft, but it offers a range of all the company's functions."
"SAP HANA is affordable. I rate it a seven out of ten."
"The cost of SAP HANA is high, and I would rate the price at eight out of ten."
"The on-premise solution is quite expensive in terms of hardware, setting up the cluster, memory, hardware and resources. It depends on the use case, but in our case with a shared cluster which is quite large, it is quite expensive."
"There is no license or subscription for this solution."
"The solution is open-sourced and free."
"We use the open-source version, so we do not have direct support from Apache."
"The solution is bundled with Palantir Foundry at no extra charge."
"We don't have to pay for licenses with this solution because we are working in a small market, and we rely on open-source because the budgets of projects are very small."
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Top Industries

By visitors reading reviews
Manufacturing Company
15%
Computer Software Company
12%
Financial Services Firm
10%
Energy/Utilities Company
7%
Financial Services Firm
27%
Computer Software Company
15%
Manufacturing Company
7%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What are the biggest benefits of using SAP HANA?
Based on my work with SAP HANA, the biggest benefit that it can bring to your business is total data management. This product is by SAP - a company that serves almost all needs a client may have co...
Is SAP HANA’s customer and technical support reliable?
We have been using SAP HANA for a fairly short period of time and have only taken advantage of their customer support. So far, we have not had issues that required specialized help from technical s...
Is SAP HANA difficult to set up and start using?
SAP HANA is fairly easy to set up, however, I do not think a complete beginner can do it. You certainly need some preparation - either you need to have experience with similar solutions, or with ot...
What do you like most about Spark SQL?
Spark SQL's efficiency in managing distributed data and its simplicity in expressing complex operations make it an essential part of our data pipeline.
What is your experience regarding pricing and costs for Spark SQL?
We don't have to pay for licenses with this solution because we are working in a small market, and we rely on open-source because the budgets of projects are very small.
What needs improvement with Spark SQL?
In terms of improvement, the only thing that could be enhanced is the stability aspect of Spark SQL. There could be additional features that I haven't explored but the current solution for working ...
 

Comparisons

 

Also Known As

SAP High-Performance Analytic Appliance, HANA
No data available
 

Learn More

 

Overview

 

Sample Customers

Unilever, NHS 24, adidas Group, CHIO Aachen, Hamburg Port Authority (HPA), Bangkok Airways Public Company Limited
UC Berkeley AMPLab, Amazon, Alibaba Taobao, Kenshoo, Hitachi Solutions
Find out what your peers are saying about SAP HANA vs. Spark SQL and other solutions. Updated: December 2024.
824,067 professionals have used our research since 2012.