dbt vs. Angles by Insightsoftware

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.

Incentivized

If you desire to 'empower' employees to create or edit their own reports, Noetix is a great tool, though I am not particularly an 'empowerment' person. In my experience most people have enough work of their own, so to tell them they now have to create their own reports can cause problems. If someone is available, like I am, to create the reports based on user requirements, then the report can be shared with the user and they can make changes as needed. I have several users who use the same report over and over for slightly different applications, and they are happy to make the small alterations, but creating whole new reports can seem like a daunting task. I tell my users I don't want them to become frustrated. If they want to try on their own, fine, but don't waste more than half an hour, and if you start to get frustrated, stop and IM me. Ninety-nine times out of 100 I already have a report that will give them exactly what they need. I've done extensive training, and find it's quite easy for users to pick up

Incentivized

• 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.

Incentivized

• Noetix makes reporting easy. Users can combine vtables (the Noetix term for its views), add or delete columns, add filters or parameters, sort, add totals to columns, all from an easy to use interface. It comes with a very large number of already written reports for all areas of Oracle reporting, but it also allows for custom vtables to be written, for Oracle or any database, to expand the number of available reports.
• Noetix has an Excel add-in that is marvelous. It eliminates the need to run a report in the web application and export to Excel. The add-in can run very large reports, up to a million lines. Once a report is run in Excel, it can be saved, and then refreshed whenever needed. It's a really good tool.
• Noetix is flexible. Joins can be added to existing Noetix vtables and also to custom vtables, to give users a large amount of data configurations to choose from. It also allows users to create calculated fields to any report.
• Noetix is easy to administer. Users can be added or removed and grouped by the level of permission. Although, in our case, it validates against Oracle, the level of security is dictated by Noetix.

Incentivized

• 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)

Incentivized

• I like the fact that the output is standard, but I would like to be able to move columns around on the output screen, rather than having to go back to the editing screen, move the columns, then rerun the report.
• Drag and drop of columns would be nice on the edit screen. Currently if you add a column to a report, it automatically goes to the bottom. Relocation of the column has to be done a line at a time. I would prefer to be able to grab the field I want from those available, and drop it into the report where I want it.
• When adding a filter (or parameter), the available fields automatically come up in alphabetical order, but on the columns screen, they don't. They come up in the order they actually are in the query. That means, when creating custom vtables, to have the fields in alphabetical order, one must put them that way. It would be nice if Noetix put the fields in alphabetical order for the user.

Incentivized

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.

Incentivized

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.

Incentivized

I believe Noetix is much easier to use than either Crystal Reports or InfoMaker. When I worked with InfoMaker I used to say it took 5 minutes to get the data and 5 hours (and sometimes days) to make it look good. The same can be true for Crystal Reports. Noetix has a standard format, and most people export to Excel anyway. Who prints reports? So formatting is not all that important.

Incentivized

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

Incentivized