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AWS Glue pros and cons

3.9 out of 5
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Pros & Cons summary

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Prominent pros & cons

PROS

AWS Glue's data catalog and triggers are highlighted as top features, simplifying ETL processes with metadata management and scheduling capabilities.
It integrates seamlessly with other AWS services, providing flexible and powerful data handling capabilities without the need for extensive additional frameworks.
The scalability of AWS Glue makes it an excellent choice for handling large datasets efficiently, supported by its serverless architecture.
AWS Glue offers cost-effectiveness combined with high security, optimizing performance while reducing the need for extensive infrastructure management.
The Glue Crawler ensures automatic schema updates, enabling seamless integration and processing of large datasets without requiring in-depth schema knowledge.

CONS

AWS Glue's start-up time is considered high, taking five to eight minutes.
AWS Glue is limited to only Python and Scala, thus integrating Java would be helpful.
AWS Glue's price point is seen as costly compared to other tools.
AWS Glue requires coding knowledge in Java or Python for ease of use.
Performance issues are noted when using AWS Glue for data transformation and integration.
 

AWS Glue Pros review quotes

Muthuvel Sivaraman - PeerSpot reviewer
Jun 21, 2024
It is a very scalable solution.
Syed Zakaulla - PeerSpot reviewer
Feb 13, 2023
What I like best about AWS Glue is its real-time data backup feature. Last week, there was a production push, and what used to take almost ten days to send out around fifty-six thousand emails now takes only two hours.
reviewer1084386 - PeerSpot reviewer
Dec 2, 2021
Glue is a NoSQL-based data ETL tool that has some advantages over IIS and ISAs.
Learn what your peers think about AWS Glue. Get advice and tips from experienced pros sharing their opinions. Updated: December 2024.
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Sunil Morya - PeerSpot reviewer
Dec 9, 2022
The solution helps organizations gain flexibility in defining the structure of the data.
BR
Dec 17, 2020
The facility to integrate with S3 and the possibility to use Jupyter Notebook inside the pipeline are the most valuable features.
ParamShah - PeerSpot reviewer
Jan 16, 2024
Our entire use case was very easily handled or solved using this solution.
Joaquin Marques - PeerSpot reviewer
Nov 25, 2022
It's fairly straightforward as a product; it's not very complicated.
UjjwalGupta - PeerSpot reviewer
Mar 9, 2024
The most valuable feature of AWS Glue is that it provides a GUI format with a drag-and-drop feature.
reviewer2543349 - PeerSpot reviewer
Sep 13, 2024
Its ease of use, cost-effectiveness, and highly secure architecture are some of the most valuable features.
AmitMataghare - PeerSpot reviewer
Aug 3, 2023
The solution's technical support is good. Whenever we raise a use case where we face an issue in our company, we get a response from the solution's technical team.
 

AWS Glue Cons review quotes

Muthuvel Sivaraman - PeerSpot reviewer
Jun 21, 2024
The drawbacks associated with the product stem from the fact that, based on the data volume, it can become very costly.
Syed Zakaulla - PeerSpot reviewer
Feb 13, 2023
Cost-wise, AWS Glue is expensive, so that's an area for improvement. The process for setting up the solution was also complex, which is another area for improvement.
reviewer1084386 - PeerSpot reviewer
Dec 2, 2021
There is a learning curve to this tool.
Learn what your peers think about AWS Glue. Get advice and tips from experienced pros sharing their opinions. Updated: December 2024.
823,547 professionals have used our research since 2012.
Sunil Morya - PeerSpot reviewer
Dec 9, 2022
I haven't looked into Glue in terms of seeking out flaws. I've not come across missing features.
BR
Dec 17, 2020
The crucial problem with AWS Glue is that it only works with AWS. It is not an agnostic tool like Pentaho. In PowerCenter, we can install the forms from Google and other vendors, but in the case of AWS Glue, we can only use AWS.
ParamShah - PeerSpot reviewer
Jan 16, 2024
It is not clear how the partition discovery would have been affected by more data coming in.
Joaquin Marques - PeerSpot reviewer
Nov 25, 2022
The mapping area and the use of the data catalog from Glue could be better.
UjjwalGupta - PeerSpot reviewer
Mar 9, 2024
AWS Glue is more costly compared to other tools like Airflow.
reviewer2543349 - PeerSpot reviewer
Sep 13, 2024
There could be an enhanced way of managing pure metadata management or data cataloging.
AmitMataghare - PeerSpot reviewer
Aug 3, 2023
Only people who can code, either in Java or Python, can use the product freely. Those who don't know Java or Python might find using AWS Glue difficult.