test: add test cases for OpenVINO runtime

Signed-off-by: Snomaan6846 <syedali@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED

Author: Snomaan6846

tests/conftest.py

@@ -697,3 +697,28 @@ def mariadb_operator_cr(
         )
         wait_for_mariadb_operator_deployments(mariadb_operator=mariadb_operator_cr)
         yield mariadb_operator_cr
+
+
+@pytest.fixture(scope="session")
+def gpu_count_on_cluster(nodes: list[Any]) -> int:
+    """Return total GPU count across all nodes in the cluster.
+
+    Counts full-GPU extended resources only:
+      - nvidia.com/gpu
+      - amd.com/gpu
+      - gpu.intel.com/*  (e.g., i915, xe)
+    Note: MIG slice resources (nvidia.com/mig-*) are intentionally ignored.
+    """
+    total_gpus = 0
+    allowed_exact = {"nvidia.com/gpu", "amd.com/gpu", "intel.com/gpu"}
+    allowed_prefixes = ("gpu.intel.com/",)
+    for node in nodes:
+        allocatable = getattr(node.instance.status, "allocatable", {}) or {}
+        for key, val in allocatable.items():
+            if key in allowed_exact or any(key.startswith(p) for p in allowed_prefixes):
+                try:
+                    total_gpus += int(val)
+                except (ValueError, TypeError):
+                    LOGGER.debug(f"Skipping non-integer allocatable for {key} on {node.name}: {val!r}")
+                    continue
+    return total_gpus

tests/model_serving/conftest.py

@@ -66,7 +66,7 @@ def kserve_s3_secret(
     """
     with kserve_s3_endpoint_secret(
         admin_client=admin_client,
-        name="mlserver-models-bucket-secret",
+        name="models-bucket-secret",
         namespace=model_namespace.name,
         aws_access_key=aws_access_key_id,
         aws_secret_access_key=aws_secret_access_key,

tests/model_serving/model_runtime/openvino/__init__.py

@@ -0,0 +1,26 @@
+{
+  "model_name": "onnx",
+  "model_version": "1",
+  "outputs": [
+    {
+      "data": [
+        -8.233053207397461,
+        -7.749701976776123,
+        -3.4236819744110107,
+        12.363025665283203,
+        -12.07910442352295,
+        17.266592025756836,
+        -10.570975303649902,
+        0.7130780220031738,
+        3.3217153549194336,
+        1.3621225357055664
+      ],
+      "datatype": "FP32",
+      "name": "Plus214_Output_0",
+      "shape": [
+        1,
+        10
+      ]
+    }
+  ]
+}

tests/model_serving/model_runtime/openvino/__snapshots__/test_ovms_model_deployment/TestOpenVINOModels.test_openvino_model_inference[onnx-raw-rest-deployment].json

@@ -0,0 +1,26 @@
+{
+  "model_name": "onnx",
+  "model_version": "1",
+  "outputs": [
+    {
+      "data": [
+        -8.233053207397461,
+        -7.749701976776123,
+        -3.4236819744110107,
+        12.363025665283203,
+        -12.07910442352295,
+        17.266592025756836,
+        -10.570975303649902,
+        0.7130780220031738,
+        3.3217153549194336,
+        1.3621225357055664
+      ],
+      "datatype": "FP32",
+      "name": "Plus214_Output_0",
+      "shape": [
+        1,
+        10
+      ]
+    }
+  ]
+}