Commvault Clumio vs. dbt

If you are in a highly virtualized infrastructure, Clumio is the only choice right now. It was built in the cloud, for the cloud, and handles on-premise environments very well. If your environment is lots of physical servers or lots of database servers, maybe start with a slower rollout of Clumio, but do not go with something else. Clumio is the answer to backup, now and in the future!

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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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• Offers a highly predictable cost model for all of our environments.
• Easy to manage. One set of policies for all over our VM servers.

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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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• Since Clumio is a new product, it is not as feature-rich as some of the incumbents, but it is still a superior product.
• Customized reporting capabilities are needed for this product.

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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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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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Clumio support thas been both responsive, definitive, and helpful. They have been great to deal with as we have worked our way from Proof of Concept, to production roll out. They are quick to answer emails, and also alert us when they see a potential issue. These new "proactive" vendor support models are great to experience

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There was nothing like Clumio to evaluate. We did look at some of the incumbent on-premise solutions that have cloud-based offerings. They all require hardware infrastructures to accomplish their job, thereby locking you into having to manage and update hardware. Clumio displaces these systems by offering a true cloud-based backup with no need to manage hardware, or maintain hardware, or manage software upgrades. And new features are added all the time without having to upgrade!

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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 are able to get rid of an aging backup infrastructure and free up expensive rack space.

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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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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