| Technologies used | GoLang |
|---|---|
| Distribution representation | Docker Image |
| Source code location | legion/legion/operator |
| Can be used w/o Legion Platform? | Yes |
| Does it connect to another services? | Yes (Kubernetes API) |
| Can be deployed locally? | If local Kubernetes cluster is present |
| Does it provide any interface? | Yes (HTTP REST API) |
:term:`EDI` is a service which allows to manage Legion Platform entities such as:
- :term:`Connections <Connection>`
- :term:`Model Trainings <Model Training>` (including log retrieval)
- :term:`Model Packagings <Model Packaging>` (including log retrieval)
- :term:`Model Deploying <Model Deploying>` (including log and metrics retrieval, A/B testing configuration and etc.)
Also :term:`EDI` provides possibility to retrieve:
Things that :term:`EDI` can not do:
- Managing (installation / removal / configuration) of :term:`Toolchain Train Integrations <Toolchain Train Integration>`
- Managing (installation / removal / configuration) of :term:`Toolchain Packaging Integrations <Toolchain Packaging Integration>`
- Making :term:`predictions <prediction>`
- Gathering and providing :term:`prediction feedbacks <Prediction Feedback>`
- Managing (installation / removal / configuration) of :term:`Toolchain Train Integrations <Toolchain Train Integration>`
By default, :term:`EDI` service is available on URL edi.<cluster-name>, where <cluster name> is target cluster's base URL (e.g. edi.my-cluster.lab.university.com. But this address can be configured during Legion's HELM chart installation.
All information about URLs that :term:`EDI` provides can be viewed using auto generated, interactive Swagger (OpenAPI) documentation web page, located at <edi-address>/swagger/index.html. You can read all up-to-date documentation and invoke all methods (allowed for your account) right on this webpage.
:term:`EDI` analyzes incoming HTTP headers for JWT token, extracts client's scopes from this token and approves / declines incoming requests based on these (provided in JWT) scopes.
:term:`EDI` is a HTTP REST API server, written using GoLang. For easily integration it provides swagger endpoint with up-to-date protocol information.