elementary-data


Nameelementary-data JSON
Version 0.15.0 PyPI version JSON
download
home_pagehttps://www.elementary-data.com
SummaryData monitoring and lineage
upload_time2024-05-02 12:58:37
maintainerNone
docs_urlNone
authorElementary
requires_python<4,>=3.8
licenseApache-2.0
keywords data lineage data lineage data warehouse dwh observability data monitoring data observability snowflake bigquery redshift data reliability analytics engineering
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            <p align="center">
<img alt="Logo" src="static/github_banner.png"/ width="1000">
</p>

<h2 align="center">
 dbt native data observability for analytics & data engineers
</h2>

<p align="center">
<a href="https://www.elementary-data.com/community"><img src="https://img.shields.io/badge/join-Slack-ff69b4"/></a>
<a href="https://docs.elementary-data.com/quickstart"><img src="https://img.shields.io/badge/docs-quickstart-orange"/></a>
<img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-ff69b4"/>
<img alt="Downloads" src="https://static.pepy.tech/personalized-badge/elementary-lineage?period=total&units=international_system&left_color=grey&right_color=orange"&left_text=Downloads"/>

<div align="center">

⭐️ Star the repo <a href="https://github.com/elementary-data/elementary/stargazers"><img src="static/star_github.png" width="45"/></a> ⭐

[Demo »](https://bit.ly/3IAp9wf) | [Docs »](https://docs.elementary-data.com/) | [Slack »](https://www.elementary-data.com/community)

</div>

## What is Elementary?

Elementary is a dbt-native data observability solution for data and analytics engineers.
Set up in minutes, gain immediate visibility, detect data issues, send actionable alerts, and understand impact and root cause.
Available as self-hosted or Cloud service with premium features.

#### Table of Contents

- [Features](#features)
- [Self-hosted vs. Cloud service](#self-hosted-vs-cloud)
- [Get Started](#get-started)
- [Community & Support](#community--support)
- [Contribution](#contributions)

<kbd align="center">
        <a href="https://storage.googleapis.com/elementary_static/elementary_demo.html"><img align="center" style="max-width:300px;" src="static/report_ui.gif"> </a>
</kbd>

<br>

## Features

<img src="static/happy_fire.ico" width="16"/> **Anomaly detection tests** - Collect data quality metrics and detect anomalies, as native dbt tests.

<img src="static/happy_fire.ico" width="16"/> **Automated monitors** - Out-of-the-box cloud monitors to detect freshness, volume and schema issues.

<img src="static/happy_fire.ico" width="16"/> **End-to-End Data Lineage** - Enriched with the latest test results, for impact and root cause analysis of data issues. Elementary Cloud offers **Column Level Lineage** and **BI integrations**.

<img src="static/happy_fire.ico" width="16"/> **Data quality dashboard** - Single interface for all your data monitoring and test results.

<img src="static/happy_fire.ico" width="16"/> **Models performance** - Monitor models and jobs run results and performance over time.

<img src="static/happy_fire.ico" width="16"/> **Configuration-as-code** - Elementary configuration is managed in your dbt code.

<img src="static/happy_fire.ico" width="16"/> **Alerts** - Actionable alerts including custom channels and tagging of owners.

<img src="static/happy_fire.ico" width="16"/> **Data catalog** - Explore your datasets information - descriptions, columns, datasets health, etc.

<img src="static/happy_fire.ico" width="16"/> **dbt artifacts uploader** - Save metadata and run results as part of your dbt runs.

##

Our full documentation is [available here](https://docs.elementary-data.com/).

Join [Slack](https://www.elementary-data.com/community) to learn more about Elementary.

## Self-hosted vs. Cloud

### Elementary Cloud

Ideal for teams monitoring mission-critical data pipelines, requiring guaranteed uptime and reliability, short-time-to-value, advanced features, collaboration, and professional support.
The solution is secure by design, and requires no access to your data from cloud.

To learn more, [book a demo](https://cal.com/maayansa/elementary-intro-github) or see our [pricing page](https://www.elementary-data.com/pricing).

### Self-hosted

Elementary Community is an open-source CLI tool you can deploy and orchestrate to send Slack alerts and self-host the Elementary report. It is best for data and analytics engineers that require basic observability capabilities or for evaluating features without vendor approval. Our community can provide great support on [Slack](https://www.elementary-data.com/community) if needed.

## Get Started

### Elementary Cloud

1 - [Create an account](https://elementary-data.frontegg.com/oauth/account/sign-up)

2 - [Install Elementary dbt package](https://docs.elementary-data.com/cloud/onboarding/quickstart-dbt-package)

3 - [Connect Elementary Cloud](https://docs.elementary-data.com/cloud/onboarding/signup)

### Elementary Community

1 - [Install Elementary dbt package](https://docs.elementary-data.com/quickstart)

2 - [Install Elementary CLI](https://docs.elementary-data.com/quickstart-cli)

## Community & Support

For additional information and help, you can use one of these channels:

- [Slack community](https://www.elementary-data.com/community) \(Release announcements, community support, discussions, etc.\)
- [GitHub issues](https://github.com/elementary-data/elementary/issues) \(Bug reports, feature requests)

## **Contributions**

Thank you :orange_heart: Whether it’s a bug fix, new feature, or additional documentation - we greatly appreciate contributions!

Check out the [contributions guide](https://docs.elementary-data.com/general/contributions) and [open issues](https://github.com/elementary-data/elementary/issues).

**Elementary contributors: ✨**

[//]: contributor-faces

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    "description": "<p align=\"center\">\n<img alt=\"Logo\" src=\"static/github_banner.png\"/ width=\"1000\">\n</p>\n\n<h2 align=\"center\">\n dbt native data observability for analytics & data engineers\n</h2>\n\n<p align=\"center\">\n<a href=\"https://www.elementary-data.com/community\"><img src=\"https://img.shields.io/badge/join-Slack-ff69b4\"/></a>\n<a href=\"https://docs.elementary-data.com/quickstart\"><img src=\"https://img.shields.io/badge/docs-quickstart-orange\"/></a>\n<img alt=\"License\" src=\"https://img.shields.io/badge/license-Apache--2.0-ff69b4\"/>\n<img alt=\"Downloads\" src=\"https://static.pepy.tech/personalized-badge/elementary-lineage?period=total&units=international_system&left_color=grey&right_color=orange\"&left_text=Downloads\"/>\n\n<div align=\"center\">\n\n\u2b50\ufe0f Star the repo <a href=\"https://github.com/elementary-data/elementary/stargazers\"><img src=\"static/star_github.png\" width=\"45\"/></a> \u2b50\n\n[Demo \u00bb](https://bit.ly/3IAp9wf) | [Docs \u00bb](https://docs.elementary-data.com/) | [Slack \u00bb](https://www.elementary-data.com/community)\n\n</div>\n\n## What is Elementary?\n\nElementary is a dbt-native data observability solution for data and analytics engineers.\nSet up in minutes, gain immediate visibility, detect data issues, send actionable alerts, and understand impact and root cause.\nAvailable as self-hosted or Cloud service with premium features.\n\n#### Table of Contents\n\n- [Features](#features)\n- [Self-hosted vs. Cloud service](#self-hosted-vs-cloud)\n- [Get Started](#get-started)\n- [Community & Support](#community--support)\n- [Contribution](#contributions)\n\n<kbd align=\"center\">\n        <a href=\"https://storage.googleapis.com/elementary_static/elementary_demo.html\"><img align=\"center\" style=\"max-width:300px;\" src=\"static/report_ui.gif\"> </a>\n</kbd>\n\n<br>\n\n## Features\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **Anomaly detection tests** - Collect data quality metrics and detect anomalies, as native dbt tests.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **Automated monitors** - Out-of-the-box cloud monitors to detect freshness, volume and schema issues.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **End-to-End Data Lineage** - Enriched with the latest test results, for impact and root cause analysis of data issues. Elementary Cloud offers **Column Level Lineage** and **BI integrations**.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **Data quality dashboard** - Single interface for all your data monitoring and test results.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **Models performance** - Monitor models and jobs run results and performance over time.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **Configuration-as-code** - Elementary configuration is managed in your dbt code.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **Alerts** - Actionable alerts including custom channels and tagging of owners.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **Data catalog** - Explore your datasets information - descriptions, columns, datasets health, etc.\n\n<img src=\"static/happy_fire.ico\" width=\"16\"/> **dbt artifacts uploader** - Save metadata and run results as part of your dbt runs.\n\n##\n\nOur full documentation is [available here](https://docs.elementary-data.com/).\n\nJoin [Slack](https://www.elementary-data.com/community) to learn more about Elementary.\n\n## Self-hosted vs. Cloud\n\n### Elementary Cloud\n\nIdeal for teams monitoring mission-critical data pipelines, requiring guaranteed uptime and reliability, short-time-to-value, advanced features, collaboration, and professional support.\nThe solution is secure by design, and requires no access to your data from cloud.\n\nTo learn more, [book a demo](https://cal.com/maayansa/elementary-intro-github) or see our [pricing page](https://www.elementary-data.com/pricing).\n\n### Self-hosted\n\nElementary Community is an open-source CLI tool you can deploy and orchestrate to send Slack alerts and self-host the Elementary report. It is best for data and analytics engineers that require basic observability capabilities or for evaluating features without vendor approval. Our community can provide great support on [Slack](https://www.elementary-data.com/community) if needed.\n\n## Get Started\n\n### Elementary Cloud\n\n1 - [Create an account](https://elementary-data.frontegg.com/oauth/account/sign-up)\n\n2 - [Install Elementary dbt package](https://docs.elementary-data.com/cloud/onboarding/quickstart-dbt-package)\n\n3 - [Connect Elementary Cloud](https://docs.elementary-data.com/cloud/onboarding/signup)\n\n### Elementary Community\n\n1 - [Install Elementary dbt package](https://docs.elementary-data.com/quickstart)\n\n2 - [Install Elementary CLI](https://docs.elementary-data.com/quickstart-cli)\n\n## Community & Support\n\nFor additional information and help, you can use one of these channels:\n\n- [Slack community](https://www.elementary-data.com/community) \\(Release announcements, community support, discussions, etc.\\)\n- [GitHub issues](https://github.com/elementary-data/elementary/issues) \\(Bug reports, feature requests)\n\n## **Contributions**\n\nThank you :orange_heart: Whether it\u2019s a bug fix, new feature, or additional documentation - we greatly appreciate contributions!\n\nCheck out the [contributions guide](https://docs.elementary-data.com/general/contributions) and [open issues](https://github.com/elementary-data/elementary/issues).\n\n**Elementary contributors: \u2728**\n\n[//]: contributor-faces\n\n<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->\n<!-- prettier-ignore-start -->\n<!-- markdownlint-disable -->\n<a href=\"https://github.com/oravi\"><img src=\"https://avatars.githubusercontent.com/u/4517234?v=4\" width=\"50\" height=\"50\" alt=\"\"/></a> \n<a href=\"https://github.com/elongl\"><img src=\"https://avatars.githubusercontent.com/u/30181361?v=4\" width=\"50\" height=\"50\" alt=\"\"/></a>\n<a href=\"https://github.com/Maayan-s\"><img src=\"https://avatars.githubusercontent.com/u/22072028?v=4\" width=\"50\" height=\"50\" alt=\"\"/></a>\n<a 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