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项目作者： StatCan

项目描述 ：
MLFlow Operator generated via KubeBuilder to enable managing multiple MLFlow installs
高级语言： Go
项目地址: git://github.com/StatCan/mlflow-operator.git
创建时间： 2020-05-19T02:29:48Z
项目社区：https://github.com/StatCan/mlflow-operator
开源协议：Other
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MLFlow Operator

MLFlow Operator generated via KubeBuilder to enable managing multiple MLFlow installs.

Goals

The main goals of the operator are:

  1. Ability to deploy MLFlow sites on top of Kubernetes
  2. Provide best practices for application lifecycle
  3. Facilitate proper devops (backups, monitoring and high-availability)
  4. Provide basic Multi-Tenancy

Workflow

Currently we have added an instances level folder that houses a standard/tenant-1 kustomize deployment.

From this point on is just a straight copy of the folder and some slight customizations for additional instances:

  • Minor tweaks to kustomization.yaml for that instance
  • Add additional envvars to CI + ./params.sh
  • Add the redirect url to Azure AD

For programmatic access we will need to add custom header support to MLFLOW but for right now can use curl:

  1. curl -v --cookie "oidc-cookie-XXXXX=XXXXX" https://mlflow-standard-tenant-1.covid.cloud.statcan.ca/api/2.0/preview/mlflow/experiments/list