> For the complete documentation index, see [llms.txt](https://www.csvpath.org/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.csvpath.org/getting-started/dataops-integrations.md).

# DataOps Integrations

These pages and [the How-tos section](/topics/how-tos.md) are all about integrating CsvPath FileOps into your wider DataOps environment. And there are lots more use cases and how-tos in [the docs on https://www.flightpathdata.com](https://www.flightpathdata.com/flightpath.html).

<figure><img src="/files/BzdXgV8Ng1gDQGICTGnF" alt="" width="563"><figcaption></figcaption></figure>

CsvPath is growing its list of pre-integrated tools week-by-week. If you don't see the tool you need, [just ask](/getting-started/a-helping-hand.md).

| Category                         | Tools                                                                                                                                                                                                                                                                                                                                                                                                                               |
| -------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **File Transfer**                | <p></p><ul><li><a href="/pages/IrgJ14CP8NH05jK4SAzA">AWS S3</a> and Transfer Family</li><li><a href="/pages/vDYkkX8d6XNbUWKkhqDz">Azure Blob Storage</a></li><li><a href="/pages/ft1vq7EuqGpGiitm4bCx">HTTP(S)</a>  <em>(read-only)</em></li><li><a href="/pages/VzzI35WOt4zaNuuPZLSf">Google Cloud Storage</a></li><li><a href="/pages/CrlsgH3WfnAzIcump4rW">SFTP</a></li></ul><p></p>                                             |
| **Lineage**                      | <p></p><ul><li><a href="/pages/TrPEPbsld0liyrDcAIr0">OpenLineage</a></li><li><a href="https://peppy-sprite-186812.netlify.app/">Marquez</a></li></ul><p></p>                                                                                                                                                                                                                                                                        |
| **Observability**                | <p></p><ul><li><a href="/pages/1OaxasE6wRhiFreRyVsN">OpenTelemetry</a> </li></ul><p><em>(80+ monitoring and alerting venders support OpenTelemetry)</em> </p>                                                                                                                                                                                                                                                                       |
| **Data Formats**                 | <p></p><ul><li>CSV and any <sup><sub><em>X</em></sub></sup>SV</li><li>Excel</li><li>JSONL</li><li>Pandas dataframes</li><li>Embedded JSON and XML</li></ul><p></p>                                                                                                                                                                                                                                                                  |
| **Notifications**                | <p></p><ul><li><a href="/pages/iGwPLci4k9cSZoMfjK1R">Slack</a></li><li>Any <a href="/pages/1OaxasE6wRhiFreRyVsN">OpenTelemetry</a>-enabled monitoring platform </li><li>Any platform or app that offers <a href="/pages/dFszgpHFCdC5mRexA7SV">webhooks</a>, including <a href="https://zapier.com/">Zapier</a>, <a href="https://ifttt.com/">IFTTT</a>, <a href="https://www.make.com/en">Make</a> and many others</li></ul><p></p> |
| **Data Publishing**              | <p></p><ul><li><a href="/pages/IRSAHdsL3dkRYNUfa7lH">CKAN</a></li></ul><p></p>                                                                                                                                                                                                                                                                                                                                                      |
| **Metadata Databases**           | <p></p><ul><li><a href="/pages/2pcx53IxCgPrOp6fTBLQ">MySQL</a></li><li><a href="/pages/2pcx53IxCgPrOp6fTBLQ">Postgres</a></li><li><a href="/pages/Nc0hGUvUYrAjKWhgO3eW">Sqlite</a></li></ul><p></p>                                                                                                                                                                                                                                 |
| **Object and Data Lake Storage** | <p></p><ul><li><a href="/pages/fLpysuPO2jzCQ9Inbk3H">AWS S3</a></li><li><a href="/pages/fLpysuPO2jzCQ9Inbk3H">Azure Blob Storage</a></li><li><a href="/pages/fLpysuPO2jzCQ9Inbk3H">Google Cloud Storage</a></li></ul><p></p>                                                                                                                                                                                                        |
| **Shell scripts**                | <p></p><ul><li>Any <a href="/pages/CNU7otZjcFmge32XTVNw">command line shell</a> </li></ul><p></p>                                                                                                                                                                                                                                                                                                                                   |
| **Data Processing**              | <p></p><ul><li>AWS <a href="/pages/lI4PJPNNjpvLPs7Q07QR">Lambda</a></li><li>Apache <a href="https://github.com/flightpathdata/airflow-provider-flightpath">Airflow</a></li></ul><p></p>                                                                                                                                                                                                                                             |
