# Databricks — developer ecosystem report

> Helping data teams solve the world’s toughest problems using data and AI

- GitHub org: `databricks`
- Category: platform
- Overall score: 59.0 / 100
- Overall rank: #80
- Last refreshed: 2026-08-13

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 50.0 | #446 | ~22% |
| Education | 60.0 | #532 | ~18% |
| AI readiness | 48.0 | #202 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 45.0 | #251 | ~16% |
| Reach | 70.0 | #73 | ~18% |
| Momentum | 71.0 | #82 | ~14% |

## Links

- GitHub: https://github.com/databricks
- Website: https://databricks.com
- Docs: https://docs.databricks.com

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 37,949 |
| Forks | 15,804 |
| Open issues | 3,934 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [learning-spark](https://github.com/databricks/learning-spark) | 3,893 | Java | Example code from Learning Spark book |
| [koalas](https://github.com/databricks/koalas) | 3,371 | Python | Koalas: pandas API on Apache Spark |
| [Spark-The-Definitive-Guide](https://github.com/databricks/Spark-The-Definitive-Guide) | 3,141 | Scala | Spark: The Definitive Guide's Code Repository |
| [scala-style-guide](https://github.com/databricks/scala-style-guide) | 2,806 | — | Databricks Scala Coding Style Guide |
| [spark-deep-learning](https://github.com/databricks/spark-deep-learning) | 1,988 | Python | Deep Learning Pipelines for Apache Spark |
| [megablocks](https://github.com/databricks/megablocks) | 1,585 | Python | — |
| [click](https://github.com/databricks/click) | 1,506 | Rust | The "Command Line Interactive Controller for Kubernetes" |
| [LearningSparkV2](https://github.com/databricks/LearningSparkV2) | 1,397 | Scala | This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition] |
| [lilac](https://github.com/databricks/lilac) | 1,072 | Python | Curate better data for LLMs |
| [spark-sklearn](https://github.com/databricks/spark-sklearn) | 1,071 | Python | (Deprecated) Scikit-learn integration package for Apache Spark |
| [spark-csv](https://github.com/databricks/spark-csv) | 1,057 | Scala | CSV Data Source for Apache Spark 1.x |
| [tensorframes](https://github.com/databricks/tensorframes) | 744 | Scala | [DEPRECATED] Tensorflow wrapper for DataFrames on Apache Spark |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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