dbt vs. Devart dotConnect

The prerequisite is that you have a supported database/data warehouse and have already found a way to ingest your raw data. Then dbt is very well suited to manage your transformation logic if the people using it are familiar with SQL. If you want to benefit from bringing engineering practices to data, dbt is a great fit. It can bring CI/CD practices, version control, automated testing, documentation generation, etc. It is not so well suited if the people managing the transformation logic do not like to code (in SQL) but prefer graphical user interfaces.

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dotConnect for MySQL is suitable if you work with .net technologies and frameworks to develop applications but do not want to use SQL Server. This is a very common scenario and the Express edition can solve this problem if you need only basic connectivity features. If high performance is a crucial requirement for you, it may be a real concern. Maybe paid editions can deliver better performance, but you will need to deal with relevant costs.

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• dbt supports version control through GIT, this allows teams to collaborate and track the data transformation logic.
• dbt allows us to build data models which helps to break complex transformation logic into simple and smaller logic.
• dbt is completely based on SQL which allows data analyst and data engineers to build the transformation logic.
• dbt can be easily integrated with snowflake.

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• Easy to use, client report-friendly
• Easy integration when accessing multiple SQL servers on the client side
• Pulls/connects easily from any application

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• Field-level lineage (currently at table level)
• Documentation inheritance - if a field is documented the downstream field of the same name could inherit the doc info
• Adding python model support (in beta now)

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• Better troubleshooting for errors in Visual Studio integration mode
• Improvements in performance
• Documentation could be better

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dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

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I actually don't know what the alternative to dbt is. I'm sure one must exist other than more 'roll your own' options like Apache Airflow, say, bu tin terms of super easy managed/cloud data transforms, dbt really does seem to be THE tool to use. It's $50/month per dev, BUT there's a FREE version for 1 dev seat with no read-only access for anyone else, so you can always start with that and then buy yourself a seat later.

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We had been using an outsourced company for such projects until we decided to hire our own team and do all of this DB work in-house. So this was our first year of experience with this product. So far, we're very pleased, as are our clients.

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• Simplified our BI layer for faster load times
• Increased the quality of data reaching our end users
• Makes complex transformations manageable

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Independently Invited by TrustRadius

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• Low-cost product for basic connectivity features
• Allows us to deliver applications for clients that requires MySQL as a database
• Allows us keep using our development tools and IDE due to integration capabilities (mainly Visual Studio)
• Easy to use

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Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info