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ML platform for batch & real-time data

Hopsworks is a flexible and modular feature store that provides seamless integration for existing pipelines, superior performance for any SLA, and increased productivity for data and AI teams.

View of Hopsworks UI

The collaborative ML platform for batch and real-time data

Hopsworks is a flexible and modular feature store that provides seamless integration for existing pipelines, superior performance for any SLA, and increased productivity for data and AI teams.

View of Hopsworks UI

Real-time ML with (very) high read and write performance

Throughput of up to hundreds of millions of read or write operations per seconds and below <1ms for individual operations. Hopsworks Online Store is built for unmatched performance at any scale using its own purpose-built online feature store, RonDB.

# create a feature group

transactions_dataframe = ...

transaction_fg
= fs.get_or_create_feature_group(    
   name="Transactions_30min_aggregates",
   version="1",
   description="Transaction fatures 30 mins window",
   primary_key=['cc_id'],
   event_time='datetime'
)

transaction_fg.insert(transactions_dataframe)

Fastest way to get feature data to and from Python

We bring the power of Python to create features that can be reused by the whole organization for model training and inference. Read feature data at network-line speed from the feature store using either our DuckDB / Arrow Flight engine or Spark engine.

The Collaborative Platform

With Hopsworks, remove data silos in your organization. We increase project efficiency and control through robust abstractions across projects and feature groups. Nurturing collaboration, promoting seamless feature sharing and implementation, and maintaining data traceability.

Leverage Your Existing Data Sources and Tools

Reduce ramp up of your team by allowing them to use tools they already know and benefit from the largest option of connectors, external tables and engines.

Any cloud, with any engines and sources possible; built to fit your ecosystem and prevent vendor lock-in.

Real-time ML with (very) high read and write performance

Throughput of up to hundreds of millions of read or write operations per seconds and below <1ms for individual operations. Hopsworks Online Store is built for unmatched performance at any scale using its own purpose-built online feature store, RonDB.

Fastest way to get feature data to and from Python

We bring the power of Python to create features that can be reused by the whole organisation for model training and inference. Read feature data at network-line speed from the feature store using either our DuckDB / Arrow Flight engine or Spark engine.

The Collaborative Platform


With Hopsworks remove data silos. We increase project efficiency and control through robust abstractions across projects and feature groups. Nurturing collaboration, promoting seamless feature sharing and implementation, and maintaining data traceability.

Leverage Your Existing Data Sources and Tools.

Reduce ramp up of your team by allowing them to use tools they already know and benefit from the largest option of connectors, external tables and engines.

Any cloud, with any engines and sources possible; built to fit your ecosystem
and prevent vendor lock-in.

Support Tiers

Support on your preferred communication channel.
SLOs for your feature store.

Contact us
Tier 2 - Standard
  • Ticketing System
  • Support Team Access
  • Business Hours Cover

Dive in our documentation and start using the Feature Store right away.

Documentation graph

For fast-moving development cycles and product launches, Hopsworks documentation serves as an essential resource for users and stakeholders to access every aspect of the platform quickly and efficiently.

Whether looking for concepts or APIs, Hopsworks brings comprehensive and accessible documentation with code snippets, examples, and tutorials, enabling you to bring your ML projects to production faster.

Security & Compliance

A secure and trustworthy platform that allows you to control your data.

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