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ci: add a ML model artifact test case (#2332)

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Both as a test and an example.

Inspired by:
    https://github.com/kubeflow/model-registry/blob/main/docs/logical_model.md

Signed-off-by: Ramkumar Chinchani <rchincha@cisco.com>
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Ramkumar Chinchani 2024-03-21 13:30:43 -07:00 committed by GitHub
parent 8b4abc6ef6
commit 4105f120ef
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test/blackbox/pushpull_authn.bats
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@ -173,3 +173,25 @@ EOF
[ "$status" -eq 0 ]
[ $(echo "${lines[-1]}" | jq '.manifests | length') -eq 0 ]
}
@test "ML artifacts" {
# download model data
curl -v -L0 https://github.com/tarilabs/demo20231212/raw/main/v1.nb20231206162408/mnist.onnx -o ${BATS_FILE_TMPDIR}/mnist.onnx
sha256_in=$(sha256sum ${BATS_FILE_TMPDIR}/mnist.onnx | awk '{print $1}')
zot_port=`cat ${BATS_FILE_TMPDIR}/zot.port`
# upload artifact with required annotations and version
regctl artifact put --annotation description="used for demo purposes" --annotation model_format_name="onnx" --annotation model_format_version="1" --artifact-type "application/vnd.model.type" localhost:${zot_port}/models/my-model-from-gh:v1 -f ${BATS_FILE_TMPDIR}/mnist.onnx
# list artifacts
regctl artifact list localhost:${zot_port}/models/my-model-from-gh:v1 --format '{{jsonPretty .}}'
# list artifacts of type
regctl artifact list --filter-artifact-type "application/vnd.model.type" localhost:${zot_port}/models/my-model-from-gh:v1 --format '{{jsonPretty .}}'
# get artifact
regctl artifact get localhost:${zot_port}/models/my-model-from-gh:v1 > ${BATS_FILE_TMPDIR}/mnist.onnx.check
sha256_out=$(sha256sum ${BATS_FILE_TMPDIR}/mnist.onnx.check | awk '{print $1}')
[ "$sha256_in" = "$sha256_out" ]
}