Azure Synapse vs Databricks

Azure Synapse vs Databricks

Interested to learn the difference between Azure Synapse Analytics and Databricks? then you are at the right place. In this Azure article, we will learn Azure Synapse Analytics vs Databricks.

Azure Synapse vs Databricks

Let’s point out some key differences between Azure Synapse Analytics and Azure Databricks.

Related Topics

Azure Synapse Analytics

Databricks

Supported Languages

It supports multiple programming languages like Python, SQL, Scala, Java, etc.

Databricks supports different programming languages like SQL, Python, R, etc.
 

Developer Point of view

Comes with Azure Synapse Studio, which makes the development more accessible and it’s a single place for accessing multiple services.

Here, you will get the Databricks connect and UI to work with.

Support for Notebooks

Notebooks are supported here with no automated versioning feature.

The supported notebook is Nteract Notebooks.

Notebooks are supported here with an automated versioning feature which helps a lot.
The supported notebook is Databricks Notebooks.

Which type of Tool?

Basically, known as a data warehouse and analytics tool.

It is basically known as a notebook tool that is Spark-based.


Supported
Spark

Supports Apache Spark (Open-source).

Supports the latest version of Apache Spark and Spark 3.0.

Data Lake

At the time of the creation of the Azure synapse, you need to choose the primary Data lake.

You have to install the Data lake separately.

T-SQL experience

You have the provision to enjoy a complete T-SQL experience

Here, you won’t get a complete T-SQL experience.

Power BI experience

Here, you can use Power BI for reporting from the Azure Synapse Studio.

Here, you will get the full SQL traditional BI.

When to choose Azure Synapse Analytics and when to use Databricks?

There will be many scenarios where you will be confused about going with Azure Synapse Analytics or Azure Databricks or Synapse vs Databricks. You can keep the below points in mind before choosing the correct choice that best suits you.

  • When you have the Data Warehousing and SQL data analysis requirement, blindly go with Azure Synapse Analytics.

  • If you have any requirement for the development of Machine learning (ML), then go with Azure Databricks, which provides you with advanced ML workflows with Git support.

  • For any requirement for transformations in real-time scenarios, go with Azure Databricks.

  • When you have the requirement to build interactive reports, Blindly, go with Azure Synapse Analytics where you can access Power BI from the Azure Synapse Studio IDE.

  • For Data prediction and big data analysis, go with Azure Synapse Analytics.

FAQs

Can Databricks connect to Synapse?

Yes, it is possible to connect Azure Synapse from Azure Databricks with the help of the Azure Synapse connector.

Is Azure Synapse analytics PaaS or SAAS?

Azure Synapse Analytics is a Paas ( Platform as a Service ).

Well, in this article, we have discussed the key differences between Azure Synapse Analytics and Azure Databricks and all about Databricks vs Synapse, Now, it is your turn to choose what suits best for you !!!