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Big Data Pipelines

Dash Enterprise > Enterprise AI Features > Big Data Pipelines

Dash Enterprise is your front end for horizontally scalable, big data computation in Python.

From Spark to Snowflake, Dask to Datashader...the Python "big data" tech stack has never been more varied or robust.

Dash Enterprise supports turnkey connections to the most popular "big data" back ends for Python, including Vaex, Dask, Datashader, RAPIDS, Databricks (PySpark), Snowflake, Postgres, and Salesforce.

In addition, Dash Enterprise ships with battle-tested, plug-and-play demos for best leveraging Dash with each of these technologies.

Scroll below to demo the latest in Python HPC through Dash user interfaces.

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Vaex
Dask
Datashader
RAPIDS
Databricks
Snowflake
Postgres
Salesforce
Password Vault

Vaex

Vaex is a Pandas-like library that can operate on vastly larger datasets through out-of-core memory mapping.


If you’re working with data that is too large to fit in memory, but you don’t want to go through the hassle of setting up Spark or Dask, give Vaex a try.

This Dash app uses Vaex to explore 117 million rows of data (7GB) in real-time.

"We are not speaking just about reports/dashboards. Dash helps us to organize and combine our data and make it available for a wider spectrum of colleagues, who may require in the future some kind of interaction, such as running finite element simulations for specific parameter combinations."

Senior Simulation Engineer at High-Performance Automobile Manufacturer

Connect your Dash apps to all major data warehouses.

📚 Python, R, and Julia supports best-in-class, open-source connection libraries for Snowflake, Amazon Redshift, IBM DB2, Google BigQuery, PostgreSQL, and Azure SQL Data Warehouse, making it simple to connect these data services to your Dash apps. The Dash Enterprise AI App Catalogue comes with connection examples for each of these data warehouses, so you can easily copy/paste the code into your own Dash apps.

🐼 Use Pandas dataframes in Data Science Workspaces or your Dash application code to rapidly filter and visualize data warehouse query results.

Use the Dash Enterprise Job Queue to sideline long-running data warehouse queries and accelerate your Dash application performance.

We're proud to partner with these best-in-class big data Python solutions.

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Sign up for our next Dash Live Weekly demo session to learn more about our Dash Enterprise offering, including industry applications and all the latest tips and features on how to operationalize your data science models.

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