Add script to wait for the model to appear when using KServe Modelcar #141
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When using OCI containers for model storage in KServe (modelcar), there is the possibility that the model server starts before the model has been fully downloaded. When this happens, the model server would terminate with error because the model path is empty. This adds a small script to wait for the cluster to fully download the model container before invoking the model server. The waiting is triggered when the MODEL_INIT_MODE environment variable is set to the "async". Signed-off-by: Edgar Hernández <[email protected]>
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@israel-hdez: The following tests failed, say
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| if [ "${MODEL_INIT_MODE}" = "async" ] ; then | ||
| echo "Waiting for model files (modelcar) to be present..." | ||
| until test -e /mnt/models; do |
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Should we have a (configurable) timeout here?
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We discussed in a call, and this won't be needed. We are changing kserve-controller to reduce the race condition. |
* Dockerfile.rocm bug fix * naming preference --------- Co-authored-by: Gregory Shtrasberg <[email protected]>
When using OCI containers for model storage in KServe (modelcar), there is the possibility that the model server starts before the model has been fully downloaded. When this happens, the model server would terminate with error because the model path is empty.
This adds a small script to wait for the cluster to fully download the model container before invoking the model server. The waiting is triggered when the MODEL_INIT_MODE environment variable is set to the "async".