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Stack Overview

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Joel Quiles edited this page Dec 8, 2023 · 2 revisions

Diagram of stack

DojoStack Excalidraw file

The dojo stack is made up of multiple services that work together to provide full functionality.

Primary Stack Services

  • API - FastAPI service that handles the majority of the data storage, and CRUD endpoints. Python-based server.
  • ElasticSearch - Primary datastore for the the project
  • Redis - Used as queuing back-end for RQ which is performs data-manipulation jobs in the background, also used to cache lock and connection data for the Terminal service
  • Terminal - (Formerly Clouseau/Claudine) Provides a SSH-like connection to the interior of a docker container that is configured to run a model. This is done by actually running the model, then annotating the parameters, configurations, outputs, and accessory (media) files.
  • UI - Web Application where users can perform most operations. Alternatively can use the API only
  • RQ Worker - Redis Queue Worker that takes queued tasks from redis and performs certain async operations, then stores the result for the UI or API to consume (async)
  • Airflow - Runs Models from container after having registered a given model.

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