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Determine best workflow for model deployment #39

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devclinton opened this issue Apr 25, 2019 · 1 comment
Open

Determine best workflow for model deployment #39

devclinton opened this issue Apr 25, 2019 · 1 comment
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API Server/Infrastructure API and Infrastructure related items documentation Documentation

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@devclinton
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If the underlying model packages did not update but instead new trained model binaries are produced, we need a good deployment procedure to be able to easily deploy these. Ideally, it should be able to be done atomically from the end of a training session of a model
ie

trained_model
.....
upload_new_model asadsasd34424234234234 model.rds

@devclinton devclinton self-assigned this Apr 25, 2019
@famulare famulare added this to the alpha-deployment milestone May 10, 2019
@devclinton
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We now have an upload script. The server side needs to implement

  • ID validations
  • Duplicate model detection

@devclinton devclinton added API Server/Infrastructure API and Infrastructure related items documentation Documentation labels Mar 4, 2020
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