jedcunningham commented on code in PR #52392:
URL: https://github.com/apache/airflow/pull/52392#discussion_r2551972304


##########
helm-tests/tests/helm_tests/apiserver/test_hpa_apiserver.py:
##########
@@ -0,0 +1,139 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+from __future__ import annotations
+
+import jmespath
+import pytest
+from chart_utils.helm_template_generator import render_chart
+
+
+class TestAPIServerHPA:
+    """Tests HPA."""
+
+    def test_hpa_disabled_by_default(self):
+        """Disabled by default."""
+        docs = render_chart(
+            values={},
+            show_only=["templates/api-server/api-server-hpa.yaml"],
+        )
+        assert docs == []
+
+    def test_should_add_component_specific_labels(self):
+        docs = render_chart(
+            values={
+                "airflowVersion": "3.0.2",
+                "apiServer": {
+                    "hpa": {"enabled": True},
+                    "labels": {"test_label": "test_label_value"},
+                },
+            },
+            show_only=["templates/api-server/api-server-hpa.yaml"],
+        )
+
+        assert "test_label" in jmespath.search("metadata.labels", docs[0])
+        assert jmespath.search("metadata.labels", docs[0])["test_label"] == 
"test_label_value"
+
+    @pytest.mark.parametrize(
+        "min_replicas, max_replicas",
+        [
+            (None, None),
+            (2, 8),
+        ],
+    )
+    def test_min_max_replicas(self, min_replicas, max_replicas):
+        """Verify minimum and maximum replicas."""
+        docs = render_chart(
+            values={
+                "airflowVersion": "3.0.2",
+                "apiServer": {
+                    "hpa": {
+                        "enabled": True,
+                        **({"minReplicaCount": min_replicas} if min_replicas 
else {}),
+                        **({"maxReplicaCount": max_replicas} if max_replicas 
else {}),
+                    }
+                },
+            },
+            show_only=["templates/api-server/api-server-hpa.yaml"],
+        )
+        assert jmespath.search("spec.minReplicas", docs[0]) == 1 if 
min_replicas is None else min_replicas
+        assert jmespath.search("spec.maxReplicas", docs[0]) == 5 if 
max_replicas is None else max_replicas
+
+    def test_hpa_behavior(self):
+        """Verify HPA behavior."""
+        expected_behavior = {
+            "scaleDown": {
+                "stabilizationWindowSeconds": 300,
+                "policies": [{"type": "Percent", "value": 100, 
"periodSeconds": 15}],
+            }
+        }
+        docs = render_chart(
+            values={
+                "airflowVersion": "3.0.2",
+                "apiServer": {
+                    "hpa": {
+                        "enabled": True,
+                        "behavior": expected_behavior,
+                    },
+                },
+            },
+            show_only=["templates/api-server/api-server-hpa.yaml"],
+        )
+        assert jmespath.search("spec.behavior", docs[0]) == expected_behavior
+
+    @pytest.mark.parametrize(
+        "metrics, expected_metrics",
+        [
+            # default metrics
+            (
+                None,
+                {
+                    "type": "Resource",
+                    "resource": {"name": "cpu", "target": {"type": 
"Utilization", "averageUtilization": 50}},
+                },
+            ),
+            # custom metric
+            (
+                [
+                    {
+                        "type": "Pods",
+                        "pods": {
+                            "metric": {"name": "custom"},
+                            "target": {"type": "Utilization", 
"averageUtilization": 50},
+                        },
+                    }
+                ],
+                {
+                    "type": "Pods",
+                    "pods": {
+                        "metric": {"name": "custom"},
+                        "target": {"type": "Utilization", 
"averageUtilization": 50},
+                    },
+                },
+            ),
+        ],
+    )
+    def test_should_use_hpa_metrics(self, metrics, expected_metrics):
+        docs = render_chart(
+            values={
+                "airflowVersion": "3.0.2",
+                "apiServer": {
+                    "hpa": {"enabled": True, **({"metrics": metrics} if 
metrics else {})},
+                },
+            },
+            show_only=["templates/api-server/api-server-hpa.yaml"],
+        )
+        assert expected_metrics == jmespath.search("spec.metrics[0]", docs[0])

Review Comment:
   ```suggestion
           assert  jmespath.search("spec.metrics[0]", docs[0]) == 
expected_metrics
   ```
   
   right is right :)



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