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numerai-compute-cloudrun-template's Introduction

a template of Numerai Compute Webhook for Google Cloud Run

This template is to create a webhook endpoint for Numerai Compute using Google Cloud Run. Inspired by numerai-cli(numerai official AWS version).

Getting Started

setup

  1. set numerai-public-id and numerai-secret into Secret Manager.
  2. create numerai-compute container image repository in Artifact Registry.
  3. create service account to access cloud run/secret/artifact registry.
  4. set GCP_REGION/GCP_PROJECT/GCP_SERVICE_ACCOUNT in Makefile

develop and release

  1. write codes into predictor.py
  2. put required resource (i.e. model pickle files) into resources
  3. Run below command to deploy into Cloud Run, then you can get an URL.
  • make release-pred1 (pred1 is directory name under predictors directory. You can add your own directory such as pred2)
  1. Compose numerai compute URL with Numerai Model ID.
  • You can get Model ID from https://numer.ai/models by clicking Copy Model ID
  • https://YOUR_CLOUD_RUN_URL/pred/YOUR_NUMERAI_MODEL_ID
  1. Set the composed URL into Compute as Submission webhook
  2. Click Test button in the modal window to check your webhook

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