Beaker Notebook vs. Dask Comparison


Beaker Notebook Two Sigma Open Source	Dask
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Beaker Notebook	Dask
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Beaker Notebook: About BeakerX is a collection of kernels and extensions to the Jupyter interactive computing environment. It provides JVM support, Spark cluster support, polyglot programming, interactive plots, tables, forms, publishing, and more. All of BeakerX’s JVM languages plus Python and JavaScript have APIs for interactive time-series, scatter plots, histograms, heatmaps, and treemaps. The widgets remain interactive in both notebooks saved to disk, and notebooks published to the web. They include unique features for handling many points, nanosecond resolution, zooming, and exporting. BeakerX’s table widget automatically recognizes pandas data frames and allows you to search, sort, drag, filter, format, select, graph, hide, pin, and export to CSV or clipboard. This makes connecting to spreadsheets quickly and easy. BeakerX has a Spark magic with GUIs for configuration, status, progress, and interrupt of Spark jobs. You can either use the GUI or create your own SparkSession with code.	Dask: About Dask is open source and freely available. It is developed in coordination with other community projects like NumPy, pandas, and scikit-learn. Dask uses existing Python APIs and data structures to make it easy to switch between NumPy, pandas, scikit-learn to their Dask-powered equivalents. Dask's schedulers scale to thousand-node clusters and its algorithms have been tested on some of the largest supercomputers in the world. But you don't need a massive cluster to get started. Dask ships with schedulers designed for use on personal machines. Many people use Dask today to scale computations on their laptop, using multiple cores for computation and their disk for excess storage. Dask exposes lower-level APIs letting you build custom systems for in-house applications. This helps open source leaders parallelize their own packages and helps business leaders scale custom business logic.
Beaker Notebook: Platforms Supported Windows Supported Mac Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Dask: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Beaker Notebook: Audience Companies seeking a collection of kernels and extensions to the Jupyter interactive computing environment	Dask: Audience Enterprises requiring a solution that provides advanced parallelism for analytics, enabling performance at scale
Beaker Notebook: Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Dask: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
Beaker Notebook: API Offers API Not Supported	Dask: API Offers API Supported
Beaker Notebook: Screenshots and Videos View more images or videos	Dask: Screenshots and Videos View more images or videos
Beaker Notebook: Pricing No information available. Free Version Supported Free Trial Not Supported	Dask: Pricing No information available. Free Version Not Supported Free Trial Not Supported
Beaker Notebook: Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Dask: Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Beaker Notebook: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported	Dask: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Beaker Notebook: Company Information Two Sigma Open Source BeakerNotebook.com	Dask: Company Information Dask Founded: 2019 dask.org
Beaker Notebook: Alternatives Bokeh	Dask: Alternatives Polars
Beaker Notebook: PySpark	Dask: Ray Anyscale
Beaker Notebook: Apache Spark Apache Software Foundation	Dask: Vaex
Beaker Notebook: Spark Streaming Apache Software Foundation	Dask: Coiled
Beaker Notebook: IBM Analytics for Apache Spark IBM View All	Dask: Bokeh View All
Beaker Notebook: Categories Application Development Supported	Dask: Categories Data Science Supported
Beaker Notebook: Show More Features Application Development Features Access Controls/Permissions Supported Code Assistance Not Supported Code Refactoring Supported Collaboration Tools Supported Compatibility Testing Supported Data Modeling Supported Debugging Not Supported Deployment Management Supported Graphical User Interface Supported Mobile Development Not Supported No-Code Supported Reporting/Analytics Supported Software Development Supported Source Control Supported Testing Management Not Supported Version Control Not Supported Web App Development Not Supported
Beaker Notebook: Integrations Anaconda Not Supported Coiled Not Supported Dagster Not Supported Domino Enterprise AI Platform Not Supported Flyte Not Supported Google Cloud Platform Not Supported Kedro Not Supported NVIDIA DIGITS Not Supported Prefect Not Supported Ray Not Supported Saturn Cloud Not Supported Snorkel AI Not Supported Spell Not Supported Union Cloud Not Supported Union Pandera Not Supported Show More Integrations	Dask: Integrations Anaconda Supported Coiled Supported Dagster Supported Domino Enterprise AI Platform Supported Flyte Supported Google Cloud Platform Supported Kedro Supported NVIDIA DIGITS Supported Prefect Supported Ray Supported Saturn Cloud Supported Snorkel AI Supported Spell Supported Union Cloud Supported Union Pandera Supported Show More Integrations View All 15 Integrations
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