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Databricks Roadmap Azure There are a lot of excitement new features coming in 2022. I tried to put them all on one list: Unity catalog (seems that it ...

Hubert-Dudek
Esteemed Contributor III

Databricks Roadmap Azure

There are a lot of excitement new features coming in 2022. I tried to put them all on one list:

  • Unity catalog (seems that it will exists next to hive metastore and it will be possible to migrate)
  • Control metastore, unity creations etc. from admin console,
  • CPU clusters in "create cluster" (similar to SQL endpoints) where you specify how much cpus is needed
  • Data lineage
  • Delta sharing
  • Delta: primary keys
  • Delta: foreign keys
  • Updated partner connect with many new partners joining
  • Notebooks UI: transformations wizards (like select, drop, groupby from droplist etc.)
  • New global search
  • Integration of job service with git
  • Jobs monitoring
  • Repair and rerun failed tasks and pass values between tasks
  • SQL workflows in SQL view
  • create table enhanced via wizard
  • Delta live tables in GA
  • Serverless DBSQL
  • Private links (to VNET and to ExpressRoute) and encryption
  • ML: LightGBM, Prophet Models and Text Feature in Auto ML
  • ML: Feature store integration with Azure MySQL, Azure SQL and CosmosDB
  • ML: Feature store: point in time joins, time-based splits
  • ML: Feature store API
  • ML: Serverless model serving (enable serving button) with high availability SLA
  • ML: one click model deployment into registry

In 2023:

  • Delta: identity column
  • Delta: dynamic checkpoints and incremental commits to limit read/write operations with ADLS

2 REPLIES 2

Kaniz_Fatma
Community Manager
Community Manager

Hi @Hubert Dudek​ , We know the world is full of choices. Thank you for choosing us! 

We would like to thank excellent customers like you for your support. We couldn’t do it without you! 

Hubert-Dudek
Esteemed Contributor III

Thank you @Kaniz Fatma​ 

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