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How to write integration documentation


As the data stack ecosystem grows and expands in usage and tooling, so does the need to integrate with 3rd party products or services. Superconductive as drivers and ushers of Great Expectations, we want to make the process to integrating with Great Expectations as low friction as possible. We are committed to work and iterate in the process and greatly value any feedback you may have. The aim of this document is to provide guidance for vendors or community partners which wish to integrate with us as to how to write documentation for said integration and to establish a sense of uniformity and consistency.

With all having been said, let's delve into actionable steps.


0. Reach out to our Developer Relations team​

Before you embark in this journey, drop by and introduce yourself in the #integrations channel in our Great Expectations Slack to let us know. We're big believers of building strong relationships with ecosystem partners. And thus we believe opening communication channels early in the process is essential.

1. Copy the template​

Create a copy of and name it integration_<my_product>.md. This file is located in great_expectations/docs/integrations/ directory. This file is in markdown format and supports basic docusaurus admonitions.

2. Add to index​

In the same directory as above, there is a file named In it add an entry matching the pattern in place of the first entry.


(Optional) Live-test the document Sometimes is easier to author a document while getting a full visual representation of it. To this end, you can locally install our documentation stack as follows:

  1. Navigate to the top level directory you cloned (i.e. great_expectations).
  2. Install yarn (via homebrew or other package manager)
  3. Run yarn and wait for dependency setup to finish.
  4. Run yarn start. This will open a browser window with the docs site.
  5. The document you're authoring should be visible by expanding the left side nav bar 'Integrations' menu. This document will refresh every time you make changes and save the file (assuming the yarn process is still running).

3. Fill in the info admonition at the top of the template​

Populating this section is a key requirement for acceptance into our integration docs. At a glance it should provide ownership, support and other important information.

It's important to recognize who created an integration, as well as to make clear to the users of the integration where to turn to if they have questions or need assistance. Further, you should include information on where to raise potential issues about the documentation itself.

4. Introduction content​

In this section, ideally, you will set expectations (no pun intended) with the user, what problem the integration is solving, what use case it enables, and what the desired outcome is.

5. Technical background​

In some cases, it is necessary to provide a detailed technical background about the integration as well as important technical considerations as well as possible trade-offs and shortcomings with the integration.

6. Dev loops unlocked by integration​

This should be a more direct, concise and less hand-wavy version of the introduction. It should also foreshadow the content in Usages section.

7. Usages​

This section will be where the substance and nitty-gritty of your documentation is written. You should put a lot of technical emphasis in this section and making sure you stay focused in fleshing out and explaining users how this integration facilitates or enables a dev loop or use case with relevant and replicatable examples (see template for suggested format and structure).

8. Further discussion​

This section is comprised of four subsections. They are:

  • Things to consider: is where you would describe to the user important considerations, caveats, trade-offs, extensibility, applicability, etc.
  • When things don't work:, should at the very least point your users where to seek support. Ideally, however, you can provide some basic trouble-shooting.
  • FAQs: as this subsection's namesake hints, here is where you will document common questions, issues and pitfalls (and answers thereto)
  • Additional resources: is optional, but here is where you would place links to external tutorials, videos, etc.

9. Before submitting PR​

Once you believe your documentation is ready to be submitted for review and consideration, reach out to anyone in our Developer Relations team in the #integrations channel in our Great Expectations Slack to let us know.

10. Getting assistance​

If you have any questions about the format, structure, process or any non-Great Expectations-specific questions, use the channel mentioned above.

For any technical questions, feel free to post in the #support channel or reach out directly to one of developer advocates for expedited turn-around.