LookML (Looker Modeling Language) generates abstracted SQL and provides a modeling layer between the database and the user. It is Looker’s proprietary language that provides an abstraction layer for SQL databases.
Specifically, LookML is a language for describing dimensions, aggregates, calculations, and data relationships in a SQL database. Looker uses a model written in LookML to construct SQL queries against a particular database. It creates the layer between that SQL database and how the business user interacts with it.
As such, it defines many different things, like how to join tables, how to define custom tables, how to define fields from the database and the logic for new fields. In this lab, you will get hands-on experience with the fundamentals of LookML.
Overview of LookML structures
The hierarchy of LookML is structured using the following objects:
- Projects, which are libraries of LookML code. Because Looker uses Git for version control, a best practice is for each project to map 1:1 with a Git repository.
- A project is composed of one or more models.
- A model is a set of Explores by business area or need. An Explore is a set of pre-joined views for business-user analysis.
- Each model contains one or more Explores.
- A view in LookML is a database table or a logical representation of one.
- Each view includes dimensions (which are database columns or logical representations of them) and measures (which are aggregate functions on dimensions, such as a COUNT of customers or a SUM of cost).
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About Me:-
I am Om Prakash Singh – Data Analytics Consultant, Looker Consultant, and Solution Architect.
I am a Highly analytical and process-oriented Data Analyst with in-depth knowledge of database types; research methodologies; and big data capture, manipulation, and visualization. Furnish insights, analytics, and business intelligence used to advance opportunity identification.
You’ve got data and lots of it. If you’re like most enterprises, you’re struggling to transform massive information into actionable insights for better decision-making and increased business results.
Reach out to us if you are interested to evaluate if Looker is right for you or any other BI solution.
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