simple_grpc_health_metadata.py

#!/usr/bin/env python
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import argparse

import tritonclient.grpc as grpcclient
from tritonclient.utils import InferenceServerException

if __name__ == "__main__":
    parser = argparse.ArgumentParser()
    parser.add_argument(
        "-v",
        "--verbose",
        action="store_true",
        required=False,
        default=False,
        help="Enable verbose output",
    )
    parser.add_argument(
        "-u",
        "--url",
        type=str,
        required=False,
        default="localhost:8001",
        help="Inference server URL. Default is localhost:8001.",
    )

    FLAGS = parser.parse_args()
    try:
        triton_client = grpcclient.InferenceServerClient(
            url=FLAGS.url, verbose=FLAGS.verbose
        )
    except Exception as e:
        print("context creation failed: " + str(e))
        sys.exit()

    model_name = "simple"

    # Health
    if not triton_client.is_server_live(headers={"test": "1", "dummy": "2"}):
        print("FAILED : is_server_live")
        sys.exit(1)

    if not triton_client.is_server_ready():
        print("FAILED : is_server_ready")
        sys.exit(1)

    if not triton_client.is_model_ready(model_name):
        print("FAILED : is_model_ready")
        sys.exit(1)

    # Metadata
    metadata = triton_client.get_server_metadata()
    if not (metadata.name == "triton"):
        print("FAILED : get_server_metadata")
        sys.exit(1)
    print(metadata)

    metadata = triton_client.get_model_metadata(
        model_name, headers={"test": "1", "dummy": "2"}
    )
    if not (metadata.name == model_name):
        print("FAILED : get_model_metadata")
        sys.exit(1)
    print(metadata)

    # Passing incorrect model name
    try:
        metadata = triton_client.get_model_metadata("wrong_model_name")
    except InferenceServerException as ex:
        if "Request for unknown model" not in ex.message():
            print("FAILED : get_model_metadata wrong_model_name")
            print("Got: {}".format(ex.message()))
            sys.exit(1)
    else:
        print("FAILED : get_model_metadata wrong_model_name")
        sys.exit(1)

    # Configuration
    config = triton_client.get_model_config(model_name)
    if not (config.config.name == model_name):
        print("FAILED: get_model_config")
        sys.exit(1)