apache-superset-fix-spark 3.1.3
A modern, enterprise-ready business intelligence web application
License: Apache License, Version 2.0
Requires Python: ~=3.9

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# Superset

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<picture width="500">
  <source
    media="(prefers-color-scheme: dark)"
    src="https://github.com/apache/superset/raw/master/superset-frontend/src/assets/branding/superset-logo-horiz-apache-dark.png"
    alt="Superset logo (dark)"
  />
  <img
    src="https://github.com/apache/superset/raw/master/superset-frontend/src/assets/branding/superset-logo-horiz-apache.png"
    alt="Superset logo (light)"
  />
</picture>

A modern, enterprise-ready business intelligence web application.

[**Why Superset?**](#why-superset) |
[**Supported Databases**](#supported-databases) |
[**Installation and Configuration**](#installation-and-configuration) |
[**Release Notes**](RELEASING/README.md#release-notes-for-recent-releases) |
[**Get Involved**](#get-involved) |
[**Contributor Guide**](#contributor-guide) |
[**Resources**](#resources) |
[**Organizations Using Superset**](RESOURCES/INTHEWILD.md)

## Why Superset?

Superset is a modern data exploration and data visualization platform. Superset can replace or augment proprietary business intelligence tools for many teams. Superset integrates well with a variety of data sources.

Superset provides:

- A **no-code interface** for building charts quickly
- A powerful, web-based **SQL Editor** for advanced querying
- A **lightweight semantic layer** for quickly defining custom dimensions and metrics
- Out of the box support for **nearly any SQL** database or data engine
- A wide array of **beautiful visualizations** to showcase your data, ranging from simple bar charts to geospatial visualizations
- Lightweight, configurable **caching layer** to help ease database load
- Highly extensible **security roles and authentication** options
- An **API** for programmatic customization
- A **cloud-native architecture** designed from the ground up for scale

## Screenshots & Gifs

**Video Overview**

https://user-images.githubusercontent.com/64562059/234390129-321d4f35-cb4b-45e8-89d9-20ae292f34fc.mp4

<br/>

**Large Gallery of Visualizations**

<kbd><img title="Gallery" src="superset-frontend/src/assets/images/screenshots/gallery.jpg"/></kbd><br/>

**Craft Beautiful, Dynamic Dashboards**

<kbd><img title="View Dashboards" src="superset-frontend/src/assets/images/screenshots/slack_dash.jpg"/></kbd><br/>

**No-Code Chart Builder**

<kbd><img title="Slice & dice your data" src="superset-frontend/src/assets/images/screenshots/explore.jpg"/></kbd><br/>

**Powerful SQL Editor**

<kbd><img title="SQL Lab" src="superset-frontend/src/assets/images/screenshots/sql_lab.jpg"/></kbd><br/>

## Supported Databases

Superset can query data from any SQL-speaking datastore or data engine (Presto, Trino, Athena, [and more](https://superset.apache.org/docs/databases/installing-database-drivers/)) that has a Python DB-API driver and a SQLAlchemy dialect.

Here are some of the major database solutions that are supported:

<p align="center">
  <img src="superset-frontend/src/assets/images/redshift.png" alt="redshift" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/google-biquery.png" alt="google-biquery" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/snowflake.png" alt="snowflake" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/trino.png" alt="trino" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/presto.png" alt="presto" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/databricks.png" alt="databricks" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/druid.png" alt="druid" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/firebolt.png" alt="firebolt" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/timescale.png" alt="timescale" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/rockset.png" alt="rockset" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/postgresql.png" alt="postgresql" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/mysql.png" alt="mysql" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/mssql-server.png" alt="mssql-server" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/db2.png" alt="db2" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/sqlite.png" alt="sqlite" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/sybase.png" alt="sybase" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/mariadb.png" alt="mariadb" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/vertica.png" alt="vertica" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/oracle.png" alt="oracle" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/firebird.png" alt="firebird" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/greenplum.png" alt="greenplum" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/clickhouse.png" alt="clickhouse" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/exasol.png" alt="exasol" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/monet-db.png" alt="monet-db" border="0" width="200" height="80" />
  <img src="superset-frontend/src/assets/images/apache-kylin.png" alt="apache-kylin" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/hologres.png" alt="hologres" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/netezza.png" alt="netezza" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/pinot.png" alt="pinot" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/teradata.png" alt="teradata" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/yugabyte.png" alt="yugabyte" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/databend.png" alt="databend" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/starrocks.png" alt="starrocks" border="0" width="200" height="80"/>
  <img src="superset-frontend/src/assets/images/doris.png" alt="doris" border="0" width="200" height="80"/>
</p>

**A more comprehensive list of supported databases** along with the configuration instructions can be found [here](https://superset.apache.org/docs/databases/installing-database-drivers).

Want to add support for your datastore or data engine? Read more [here](https://superset.apache.org/docs/frequently-asked-questions#does-superset-work-with-insert-database-engine-here) about the technical requirements.

## Installation and Configuration

[Extended documentation for Superset](https://superset.apache.org/docs/installation/installing-superset-using-docker-compose)

## Get Involved

- Ask and answer questions on [StackOverflow](https://stackoverflow.com/questions/tagged/apache-superset) using the **apache-superset** tag
- [Join our community's Slack](http://bit.ly/join-superset-slack)
  and please read our [Slack Community Guidelines](https://github.com/apache/superset/blob/master/CODE_OF_CONDUCT.md#slack-community-guidelines)
- [Join our dev@superset.apache.org Mailing list](https://lists.apache.org/list.html?dev@superset.apache.org). To join, simply send an email to [dev-subscribe@superset.apache.org](mailto:dev-subscribe@superset.apache.org)
- If you want to help troubleshoot GitHub Issues involving the numerous database drivers that Superset supports, please consider adding your name and the databases you have access to on the [Superset Database Familiarity Rolodex](https://docs.google.com/spreadsheets/d/1U1qxiLvOX0kBTUGME1AHHi6Ywel6ECF8xk_Qy-V9R8c/edit#gid=0)
- Join Superset's Town Hall and [Operational Model](https://preset.io/blog/the-superset-operational-model-wants-you/) recurring meetings.  Meeting info is available on the [Superset Community Calendar](https://superset.apache.org/community)

## Contributor Guide

Interested in contributing? Check out our
[CONTRIBUTING.md](https://github.com/apache/superset/blob/master/CONTRIBUTING.md)
to find resources around contributing along with a detailed guide on
how to set up a development environment.

## Resources

- [Superset "In the Wild"](RESOURCES/INTHEWILD.md) - open a PR to add your org to the list!
- [Feature Flags](RESOURCES/FEATURE_FLAGS.md) - the status of Superset's Feature Flags.
- [Standard Roles](RESOURCES/STANDARD_ROLES.md) - How RBAC permissions map to roles.
- [Superset Wiki](https://github.com/apache/superset/wiki) - Tons of additional community resources: best practices, community content and other information.
- [Superset SIPs](https://github.com/orgs/apache/projects/170) - The status of Superset's SIPs (Superset Improvement Proposals) for both consensus and implementation status.

Superset 2.0!
- [Superset 2.0 Meetup](https://preset.io/events/superset-2-0-meetup/)
- [Superset 2.0 Release Notes](https://github.com/apache/superset/tree/master/RELEASING/release-notes-2-0)

Understanding the Superset Points of View
- [The Case for Dataset-Centric Visualization](https://preset.io/blog/dataset-centric-visualization/)
- [Understanding the Superset Semantic Layer](https://preset.io/blog/understanding-superset-semantic-layer/)


- Getting Started with Superset
  - [Superset in 2 Minutes using Docker Compose](https://superset.apache.org/docs/installation/installing-superset-using-docker-compose#installing-superset-locally-using-docker-compose)
  - [Installing Database Drivers](https://superset.apache.org/docs/databases/docker-add-drivers/)
  - [Building New Database Connectors](https://preset.io/blog/building-database-connector/)
  - [Create Your First Dashboard](https://superset.apache.org/docs/creating-charts-dashboards/first-dashboard)
  - [Comprehensive Tutorial for Contributing Code to Apache Superset
  ](https://preset.io/blog/tutorial-contributing-code-to-apache-superset/)
- [Resources to master Superset by Preset](https://preset.io/resources/)

- Deploying Superset
  - [Official Docker image](https://hub.docker.com/r/apache/superset)
  - [Helm Chart](https://github.com/apache/superset/tree/master/helm/superset)

- Recordings of Past [Superset Community Events](https://preset.io/events)
  - [Mixed Time Series Charts](https://preset.io/events/mixed-time-series-visualization-in-superset-workshop/)
  - [How the Bing Team Customized Superset for the Internal Self-Serve Data & Analytics Platform](https://preset.io/events/how-the-bing-team-heavily-customized-superset-for-their-internal-data/)
  - [Live Demo: Visualizing MongoDB and Pinot Data using Trino](https://preset.io/events/2021-04-13-visualizing-mongodb-and-pinot-data-using-trino/)
	- [Introduction to the Superset API](https://preset.io/events/introduction-to-the-superset-api/)
	- [Building a Database Connector for Superset](https://preset.io/events/2021-02-16-building-a-database-connector-for-superset/)

- Visualizations
  - [Creating Viz Plugins](https://superset.apache.org/docs/contributing/creating-viz-plugins/)
  - [Managing and Deploying Custom Viz Plugins](https://medium.com/nmc-techblog/apache-superset-manage-custom-viz-plugins-in-production-9fde1a708e55)
  - [Why Apache Superset is Betting on Apache ECharts](https://preset.io/blog/2021-4-1-why-echarts/)

- [Superset API](https://superset.apache.org/docs/rest-api)

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