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Python model may not load after gRPC is imported
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kthui committed Jan 17, 2025
1 parent b84cc26 commit 18868f6
Showing 1 changed file with 15 additions and 1 deletion.
16 changes: 15 additions & 1 deletion qa/L0_python_api/test_kserve.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# Copyright 2024-2025, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
Expand Down Expand Up @@ -114,6 +114,7 @@ def test_wrong_http_parameters(self):


class TestKServe:
@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, client_type, url", [HTTP_ARGS, GRPC_ARGS])
def test_server_ready(self, frontend, client_type, url):
server = utils.setup_server()
Expand All @@ -126,6 +127,7 @@ def test_server_ready(self, frontend, client_type, url):
utils.teardown_service(service)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend", [HTTP_ARGS[0], GRPC_ARGS[0]])
def test_service_double_start(self, frontend):
server = utils.setup_server()
Expand All @@ -140,6 +142,7 @@ def test_service_double_start(self, frontend):
utils.teardown_server(server)
utils.teardown_service(service)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend", [HTTP_ARGS[0], GRPC_ARGS[0]])
def test_invalid_options(self, frontend):
server = utils.setup_server()
Expand All @@ -153,6 +156,7 @@ def test_invalid_options(self, frontend):

utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend", [HTTP_ARGS[0], GRPC_ARGS[0]])
def test_server_service_order(self, frontend):
server = utils.setup_server()
Expand All @@ -161,6 +165,7 @@ def test_server_service_order(self, frontend):
utils.teardown_server(server)
utils.teardown_service(service)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, client_type", [HTTP_ARGS[:2], GRPC_ARGS[:2]])
def test_service_custom_port(self, frontend, client_type):
server = utils.setup_server()
Expand All @@ -175,6 +180,7 @@ def test_service_custom_port(self, frontend, client_type):
utils.teardown_service(service)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, client_type, url", [HTTP_ARGS, GRPC_ARGS])
def test_inference(self, frontend, client_type, url):
server = utils.setup_server()
Expand All @@ -186,6 +192,7 @@ def test_inference(self, frontend, client_type, url):
utils.teardown_service(service)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, client_type, url", [GRPC_ARGS])
def test_streaming_inference(self, frontend, client_type, url):
server = utils.setup_server()
Expand All @@ -196,6 +203,7 @@ def test_streaming_inference(self, frontend, client_type, url):
utils.teardown_service(service)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, client_type, url", [HTTP_ARGS])
def test_http_generate_inference(self, frontend, client_type, url):
server = utils.setup_server()
Expand All @@ -206,6 +214,7 @@ def test_http_generate_inference(self, frontend, client_type, url):
utils.teardown_service(service)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, client_type, url", [HTTP_ARGS])
def test_http_req_during_shutdown(self, frontend, client_type, url):
server = utils.setup_server()
Expand Down Expand Up @@ -247,6 +256,7 @@ def test_http_req_during_shutdown(self, frontend, client_type, url):
):
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, client_type, url", [GRPC_ARGS])
def test_grpc_req_during_shutdown(self, frontend, client_type, url):
server = utils.setup_server()
Expand Down Expand Up @@ -302,6 +312,7 @@ def callback(user_data, result, error):
utils.teardown_client(grpc_client)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, url", [METRICS_ARGS])
def test_metrics_default_port(self, frontend, url):
server = utils.setup_server()
Expand All @@ -315,6 +326,7 @@ def test_metrics_default_port(self, frontend, url):
utils.teardown_service(service)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend", [Metrics])
def test_metrics_custom_port(self, frontend, port=8005):
server = utils.setup_server()
Expand All @@ -328,6 +340,7 @@ def test_metrics_custom_port(self, frontend, port=8005):
utils.teardown_service(service)
utils.teardown_server(server)

@pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
@pytest.mark.parametrize("frontend, url", [METRICS_ARGS])
def test_metrics_update(self, frontend, url):
# Setup Server, KServeGrpc, Metrics
Expand Down Expand Up @@ -362,6 +375,7 @@ def test_metrics_update(self, frontend, url):
# Once the server has been stopped, the underlying TRITONSERVER_Server instance
# is deleted. However, the frontend does not know the server instance
# is no longer valid.
# @pytest.mark.xfail(run=False, reason="Python model may not load after gRPC import")
# def test_inference_after_server_stop(self):
# server = utils.setup_server()
# http_service = utils.setup_service(server, KServeHttp)
Expand Down

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