Welcome to the DagsHub API Docs¶
- Click here to jump to the API documentation
Use this API to automate, integrate and create new things with DagsHub.
You can experiment with the API right from here using the "Try it out" button under each endpoint. Create a repository for expirmentation and make sure to authorize for endpoints that require that.
Having trouble? Something doesn't work properly? Please get help on our discord or open an issue.
Authentication¶
To use the 'Try it out' button, just sign in to the website. No need to use the 'Authorize' button.
Access Token¶
You can find your access token here. To make API requests, use the token with Basic Authentication, along with your username.
Client Library¶
You can find auto-generated client libraries for various languages here: https://github.com/DagsHub/api-clients. They're supposed to work, but haven't been fully tested yet. If you find problems, please open an issue on GitHub.
Direct Data Access¶
Read more about how to use this API as part of the DagsHub client to let you stream your data from, and upload it to, any DagsHub project.
Integrations¶
TL;DR: We offer full support for the MLflow & Label Studio APIs for projects hosted on DagsHub!
MLflow¶
Check out the MLflow documentation for the complete API documentation.
In short, to use the MLflow Rest API with DagsHub, treat the mlflow remote address (https://dagshub.com/<user-name>/<repository-name>.mlflow) as the base url for all the API endpoints.
For example, to list experiments from the DagsHub repository nirbarazida/CheXNet, you can run:
curl https://dagshub.com/nirbarazida/CheXNet.mlflow/api/2.0/mlflow/experiments/list
Label Studio¶
Check out the Label Studio documentation for the complete API documentation.
Use the DagsHub repository address with the addition of /annotations as the base url for all the API endpoints.
For example, to list your annotation projects in the DagsHub repository nirbarazida/CheXNet, you can run:
curl https://dagshub.com/nirbarazida/CheXNet/annotations/api/projects
Important Note
Label Studio workspaces shut down when not in use. This means, your requests may initially fail but after 2-3 minutes the workspace will wake up and the API will work again. If you need an always-running workspace, please contact us through our plans page and we'll be happy to help.