> ## Documentation Index
> Fetch the complete documentation index at: https://docs.elementary-data.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Elementary 0.6.1

*November 28, 2022: [v0.6.1 Python](https://github.com/elementary-data/elementary/releases/tag/v0.6.1), [v0.6.1 dbt package](https://github.com/elementary-data/dbt-data-reliability/releases/tag/0.6.1)*

### 🔥 What's new?

* **Elementary is 10x Faster!!!** ⚡️🏃‍

  * **Report generation 10x Faster** 💪
    * We improved our mechanism of collecting test samples, greatly reducing the time it takes to run a report!
  * **Lineage screen 10x Faster** 💪
    * Major improvements for large graphs!
  * **On-run-end hook 10x Faster** 💪
    * We now cache collected dbt artifacts locally and only upload them if they changed from the last run.

* **Support for showing test descriptions** in both reports and alerts! 📃

*

### 💫 More changes

* **Test schema is no longer needed** (e.g. the `__tests` schema is now optional).
* AWS credentials for S3 automatically detected (via `boto3`) - Contributed by [Por Heng](https://github.com/pei0804)! 🎉
* Added query ID to `dbt_run_results`, `model_run_results`, and `snapshot_run_results` (currently supported for Snowflake only) - Contributed by [Prabahar Kamatchirajan](https://github.com/kkprab)! 🎉
* Added a flag of whether the invocation was the first or last of the day to `model_run_results` - Contributed by [Ekaterina Khrushch](https://github.com/eKatia)! 🎉
* Added a `--quoting` flag to the CLI to allow overriding the default dbt quoting settings in the CLI's internal dbt package - Thanks [Daniel Gaimster](https://github.com/gtmehrer) for reporting!

### 🐞 Bug fixes

* Reduced the maximum query size on BigQuery to avoid "query too big" errors.
* Fixed a bug that caused uploading the dbt invocations to crash.
* Evaluate config args correctly by hierarchy even when they are False.

### ⭐️ Additional Contributions & Acknowledgements

* Thanks [Nabeel Zewail](https://github.com/nzewail) for making a first contribution, with the removal of `compiled_code` change.
* Thanks [Rochelle Smits](https://github.com/smitsrr) for making a first contribution, adding the documentation for `dbt_invocations`.
* Thanks [Wojciech Kopacki](https://github.com/kopackiw) for making a first contribution, with the documentation fix regarding running elementary's models.
* Thanks [Stéphane Burwash](https://github.com/SBurwash) for making a first contribution, and developing an **Elementary extension for Meltano!**