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Model loaded via model repository api does not appear after querying it with v2/repository/index endpoint #7066

@ogvalt

Description

@ogvalt

Description
I've loaded a model via v2/repository/models/simple/load endpoint.
But when querying v2/repository/index endpoint I get a [] as a responce.

Triton Information
What version of Triton are you using?
2.42.0
Are you using the Triton container or did you build it yourself?
Triton container, version nvcr.io/nvidia/tritonserver:24.01-py3
To Reproduce

  1. I've took this model: https://github.com/triton-inference-server/server/tree/main/docs/examples/model_repository/simple
  2. Loaded it with with python script using tritonclient
    model_name = "simple"

    config_path = models_repository[model_name]["config"]
    model_path = models_repository[model_name]["model"]

    with open(model_path, "rb") as f:
        model_bytes = f.read()

    json_obj = _pbtxt_to_json(config_path)

    triton_client.load_model(
        model_name=model_name,
        config=json_obj,
        files={
            "file:1/model.graphdef": model_bytes,
        },
    )
  1. Then
triton_client.get_model_repository_index()
# returns: []

Describe the models (framework, inputs, outputs), ideally include the model configuration file (if using an ensemble include the model configuration file for that as well).
Model mentioned above

Expected behavior
I expect than this code:

triton_client.get_model_repository_index()

will return responce according to this specification

$repository_index_response =
[
  {
    "name" : $string,
    "version" : $string #optional,
    "state" : $string,
    "reason" : $string
  },
  …
]

https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/protocol/extension_model_repository.html

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