Fix README.md with 23.08

README.md

@@ -80,14 +80,11 @@ if __name__ == "__main__":
 ### With Triton
 
 ```bash
-docker run --rm \
-    -v ${PWD}:/models \
-    nvcr.io/nvidia/tritonserver:22.01-pyt-python-py3 \
-    tritonserver --model-repo=/models
+./bin/run_triton_tritony_sample.sh
 ```
 
 ```bash
-pytest -m -s tests/test_tritony.py
+pytest -s --cov-report term-missing --cov=tritony tests/
 ```
 
 ### Example with image_client.py

model_repository/sample_optional/config.pbtxt

@@ -20,6 +20,12 @@ input [
     data_type: TYPE_FP32
     optional: true
     dims: [ -1 ]
+},
+{
+    name: "optional_model_string"
+    data_type: TYPE_STRING
+    optional: true
+    dims: [ -1 ]
 }
 ]
 

tests/test_connect.py

@@ -25,10 +25,10 @@ def test_basics(protocol_and_port):
 
     sample = np.random.rand(1, 100).astype(np.float32)
     result = client(sample)
-    print(f"Result: {np.isclose(result, sample).all()}")
+    assert np.isclose(result, sample).all()
 
     result = client({"model_in": sample})
-    print(f"Dict Result: {np.isclose(result, sample).all()}")
+    assert np.isclose(result, sample).all()
 
 
 def test_batching(protocol_and_port):
@@ -40,7 +40,7 @@ def test_batching(protocol_and_port):
     sample = np.random.rand(100, 100).astype(np.float32)
     # client automatically makes sub batches with (50, 2, 100)
     result = client(sample)
-    print(f"Result: {np.isclose(result, sample).all()}")
+    assert np.isclose(result, sample).all()
 
 
 def test_exception(protocol_and_port):