Centerprise Data Integrator is an integration platform that includes tools for data integration, data transformation, data quality, and data profiling.
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dbt
Score 9.5 out of 10
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dbt is an SQL development environment, developed by Fishtown Analytics, now known as dbt Labs. The vendor states that with dbt, analysts take ownership of the entire analytics engineering workflow, from writing data transformation code to deployment and documentation. dbt Core is distributed under the Apache 2.0 license, and paid Teams and Enterprise editions are available.
$0
per month per seat
Pricing
Astera Centerprise
dbt
Editions & Modules
Centerprise Enterprise
Contact rep
Lifetime License per Seat
No answers on this topic
Offerings
Pricing Offerings
Astera Centerprise
dbt
Free Trial
Yes
Yes
Free/Freemium Version
No
Yes
Premium Consulting/Integration Services
Yes
Yes
Entry-level Setup Fee
No setup fee
No setup fee
Additional Details
Discounts are provided for 10 pack, 20 pack, 50 pack, and enterprise wide Centerprise Professional licenses.
I have only been using Astera Centerprise for about 6 months and I am still learning the ins and out of it. A scenario where it seems to do well is in generating reports from SQL queries that we already had and no longer have to run the reports manually. The SQL Query Source object has been the most useful tool for me thus far. I have yet to fully stress test the server side of Astera Centerprise, but currently there have been some version updates that required me to re-set up all the scheduled jobs that we have. We only have 8 jobs thus far but have plans to expand this into the hundreds and those same updates would require exponential amounts of work.
If you can load your data first into your warehouse, dbt is excellent. It does the T(ransformation) part of ELT brilliantly but does not do the E(xtract) or L(oad) part. If you know SQL or your development team knows SQL, it's a framework and extension around that. So, it's easy to learn and easy to hire people with that technical skill (as opposed to specific Informatica, SnapLogic, etc. experience). dbt uses plain text files and integrates with GitHub. You can easily see the changes made between versions. In GUI-based UIs it was always hard to tell what someone had changed. Each "model" is essentially a "SELECT" statement. You never need to do a "CREATE TABLE" or "CREATE VIEW" - it's all done for you, leaving you to work on the business logic. Instead of saying "FROM specific_db.schema.table" you indicate "FROM ref('my_other_model')". It creates an internal dependency diagram you can view in a DAG. When you deploy, the dependencies work like magic in your various environments. They also have great documentation, an active slack community, training, and support. I like the enhancements they have been making and I believe they are headed in a good direction.
When purchasing Astera Centerprise you are given options on how you would like to be trained and each option comes with a different price tag. We chose to be trained using online meetings over several days. The training went too fast and it was not always easy to understand until I started using the product.
I am a person that wants to learn how and why something works so that I can use the knowledge in the future. When contacting the support team they take the problem, create a solution for you and send it back. The solutions always work, but when I get the solution I have to review every field and function to understand how it works so that I can re-create it for another solution I need. I would much rather have the support team explain what I had done incorrectly and what they changed or I would like to find a solution with them instead of having it handed to me.
Astera uses license keys to allow their customers rights to only the functionality that was purchased. Each user and server has its own key and each key is only good for one year. There have been 2 different times that we received keys that had less functionality that we purchased. It wasn't until it created problems that we noticed and had to request new keys. This year our sales representative made sure she was available when we updated our keys so that if there was a problem she could fix it right away; however, there were not issues this year. I believe this is something they pay closer attention to now.
Slow load times of the dbt cloud environment (they're working on it via a new UI though)
More out-of-the-box solutions for managing procedures, functions, etc would be nice to have, but honestly, it's pretty easy to figure out how to adapt dbt macros
We've been using Astera Centerprise application for the last 6 years and we've already added EDI connect to it. Both applications are working really well for our enterprise needs so far with no issues, so we'll continue renewing the licenses.
Centerprise is highly usable; however the version we are currently using could be a little more intuitive in some areas though by no means unworkable. I think some of the issues we have have been addressed and solved in the latest version.
In most cases Astera is stable. However, our client experiences the error from time to time. Mostly they are related to cdc file and ServerAdminConfig.xml file.
Support is great! No matter if you need technical assistance or you have general questions about the tool - the support is very responsive and provides solutions quickly. They are available via various channels, which makes it very convenient to get in touch with them (Support portal, direct email contact, LinkedIn).
Astera support provided us implementation/installation tutorial and we were able to perform all the activities. Also one of the support was there to shadow us to make sure the process was smooth with no issues
We looked at continuing to use SSIS as an alternative. Although we own SSIS as part of our SQL licensing, we found that it takes a much higher skill level to create solutions. It also does not have the ability to parse unstructured data the way that Centerprise Data Integrator can. We also looked at Datawatch Monarch as a possibility but found it over-all to be cost-prohibitive. We also looked at a cheaper alternative called SimX but did not have a strong confidence in the product as we evaluated it. We landed on Centerprise Data Integrator as it met all of our business requirements and we know we could leverage it for many uses across our enterprise.
Most ETL pipeline products have a T layer, but dbt just does it better. The transformation is on steroids compared to the others. Also, just allows much more Adhoc solutions for very specific projects. Those ETL tools are probably better on the T part if you don't need too many transforms - also dbt is pretty much free dependent on how you work it, also extremely scalable.
I think Astera can do multiple things. However, we are not sure it can do. We only know the basic features. If they can give us some kind of training, then we maybe able to benefit for it.
It is tough to say on how Centerprise would have helped us with ROI. Unfortunately our project (after 3 years) was scrapped (put on hold) due to the impromptu purchase of another Crop Insurance company. But with that, Centerprise was huge in getting our warehouse loaded for our BI Team to make important decisions about our policies.
