"StreamSets data drift feature gives us an alert upfront so we know that the data can be ingested. Whatever the schema or data type changes, it lands automatically into the data lake without any intervention from us, but then that information is crucial to fix for downstream pipelines, which process the data into models, like Tableau and Power BI models. This is actually very useful for us. We are already seeing benefits. Our pipelines used to break when there were data drift changes, then we needed to spend about a week fixing it. Right now, we are saving one to two weeks. Though, it depends on the complexity of the pipeline, we are definitely seeing a lot of time being saved."
"In StreamSets, everything is in one place."
"StreamSets’ data drift resilience has reduced the time it takes us to fix data drift breakages. For example, in our previous Hadoop scenario, when we were creating the Sqoop-based processes to move data from source to destinations, we were getting the job done. That took approximately an hour to an hour and a half when we did it with Hadoop. However, with the StreamSets, since it works on a data collector-based mechanism, it completes the same process in 15 minutes of time. Therefore, it has saved us around 45 minutes per data pipeline or table that we migrate. Thus, it reduced the data transfer, including the drift part, by 45 minutes."
"It is really easy to set up and the interface is easy to use."
"SSIS is an easy way to do data integration from various data sources. It doesn't matter whether it's a database, flat files, XML, or Web API. It can talk to the and join them all together."
"The technical support is very good."
"The most valuable thing is that it is easy to connect with Microsoft tools. In Europe, particularly in France, a lot of companies use Excel, SQL Server, and other Microsoft tools, and it is easier to connect SSIS with Microsoft tools than other products."
"It's a competent product."
"Built in reports show package execution and messages. Logging can also be customized so only what is needed is logged. There is also an excellent logging replacement called BiXpress that provides both historical and real-time monitoring which is more efficient and much more robust than the built-in logging capabilities. And none of this requires custom coding to make it useful unlike many other ETL tools."
"The interface is very user-friendly."
"The debugging capabilities are great, particularly during data flow execution. You can look into the data and see what's going on in the pipeline."
"The main value of any Microsoft product is the ease of use. You can achieve more with less time. That's what's beneficial for me. With many competitors, you might need to spend more time coming up with a solution because you have to focus on taking care of the product."
"I like everything about this product, but the biggest thing is the ease of use."
"The most valuable feature is integration."
"The features that I like the most are the simplicity of the interface, and the ability to quickly develop with a predefined component."
"The most valuable feature is the data loading and scripting language"
"I like the way that you can use the context variables, and how you can work those context variables to give you values and settings for every development environment, such as PROD, TEST, and DEV."
"We've seen a couple of cases where it appears to have a memory leak or a similar problem."
"Currently, we can only use the query to read data from SAP HANA. What we would like to see, as soon as possible, is the ability to read from multiple tables from SAP HANA. That would be a really good thing that we could use immediately. For example, if you have 100 tables in SQL Server or Oracle, then you could just point it to the schema or the 100 tables and ingestion information. However, you can't do that in SAP HANA since StreamSets currently is lacking in this. They do not have a multi-table feature for SAP HANA. Therefore, a multi-table origin for SAP HANA would be helpful."
"The logging mechanism could be improved. If I am working on a pipeline, then create a job out of it and it is running, it will generate constant logs. So, the logging mechanism could be simplified. Now, it is a bit difficult to understand and filter the logs. It takes some time."
"If you use JDBC Lookup, for example, it generally takes a long time to process data."
"The solution could improve on integrating with other types of data sources."
"The solution could improve by having quicker release updates."
"I would like to see better integration with Power BI."
"I would like to see more features in terms of the integration with Azure Data Factory."
"Options for scaling could be improved."
"It would be nice if you could run SSIS on other environments besides Windows."
"You have to write push down join & lookup SQL to the database yourself via stored procedures or use of the SQL Task to get very high performance. That said, this is a common complaint for nearly all ETL tools on the market and those that offer an alternative such as Informatica offer them at a very expensive add-on price."
"The security could be improved, as it is more important in our context."
"They lack in memory capacity."
"Performance and speed could be improved."
"I think they should drive toward AI and machine learning. They could include a machine-learning algorithm for the deduplication."
"I've had some issues with bugs causing crashes, especially when making changes to the system or with the monthly upgrades to Studio they've introduced."
"I would like to sync a project and do an upload from that current version, and then from GitLab, be able to download the latest one."
StreamSets offers an end-to-end data integration platform to build, run, monitor and manage smart data pipelines that deliver continuous data for DataOps, and power the modern data ecosystem and hybrid integration.
Only StreamSets provides a single design experience for all design patterns for 10x greater developer productivity; smart data pipelines that are resilient to change for 80% less breakages; and a single pane of glass for managing and monitoring all pipelines across hybrid and cloud architectures to eliminate blind spots and control gaps.
With StreamSets, you can deliver the continuous data that drives the connected enterprise.
SQL Server Integration Services (SSIS) is a Microsoft platform designed to build enterprise-level data integration and data transformation solutions. Users now have the ability to solve intricate business queries by downloading and copying files, cleansing and mining data, loading data warehouses, and managing SQL Server objects and data through Integration Services. SSIS is a component of the Microsoft SQL Server data software used for many data migration tasks.
SSIS loads data into one or more destinations by extracting and transforming data from a wide variety of sources such as XML data files, flat files, and relational data sources.
Integration Services include:
Create packages programmatically and code custom tasks through programming the extensive Integration Services. With graphical Integration Services, you can create solutions without writing any code.
Benefits of SSIS
There are many benefits of SSIS, such as:
Reviews from Real Users
The SSIS platform stands out among its competitors for a variety of reasons. Two major ones are its debugging capabilities during data flow execution and its easy connectivity with other Microsoft tools.
Muhammad J., a senior manager software developer at Techlogix, notes, "The debugging capabilities are great, particularly during data flow execution. You can look into the data and see what's going on in the pipeline."
Ismail L., a data engineer at a tech service company, writes, "The most valuable thing is that it is easy to connect with Microsoft tools. In Europe, particularly in France, a lot of companies use Excel, SQL Server, and other Microsoft tools, and it is easier to connect SSIS with Microsoft tools than other products."
SSIS is ranked 3rd in Data Integration Tools with 16 reviews while Talend Data Management Platform is ranked 13th in Data Integration Tools with 5 reviews. SSIS is rated 7.8, while Talend Data Management Platform is rated 8.4. The top reviewer of SSIS writes "SSIS 2016 - The good, the bad, and the ugly". On the other hand, the top reviewer of Talend Data Management Platform writes "User-friendly, stable, and handles different context variables well". SSIS is most compared with Informatica PowerCenter, Talend Open Studio, Oracle Data Integrator (ODI), IBM InfoSphere DataStage and Qlik Replicate, whereas Talend Data Management Platform is most compared with IBM InfoSphere DataStage, Talend Data Fabric, Talend Open Studio, SAP Data Services and Informatica Enterprise Data Catalog. See our SSIS vs. Talend Data Management Platform report.
We monitor all Data Integration Tools reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.