1 files changed, 36 insertions, 0 deletions
diff --git a/robusta_krr/strategies/simple.py b/robusta_krr/strategies/simple.py
new file mode 100644
index 0000000..c4a37e3
--- /dev/null
+++ b/robusta_krr/strategies/simple.py
@@ -0,0 +1,36 @@
+import pydantic as pd
+
+from robusta_krr.core.strategies import (
+    BaseStrategy,
+    HistoryData,
+    K8sObjectData,
+    ResourceRecommendation,
+    ResourceType,
+    StrategySettings,
+)
+
+
+class SimpleStrategySettings(StrategySettings):
+    request_percentile: float = pd.Field(
+        0.9, gt=0, le=1, description="The percentile to use for the request recommendation."
+    )
+    limit_percentile: float = pd.Field(
+        0.99, gt=0, le=1, description="The percentile to use for the limit recommendation."
+    )
+
+
+class SimpleStrategy(BaseStrategy[SimpleStrategySettings]):
+    __display_name__ = "simple"
+
+    def run(
+        self, history_data: HistoryData, object_data: K8sObjectData, resource_type: ResourceType
+    ) -> ResourceRecommendation:
+        points_flatten = [point for points in history_data.values() for point in points]
+        return ResourceRecommendation(
+            request=self._calculate_percentile(points_flatten, self.settings.request_percentile),
+            limit=self._calculate_percentile(points_flatten, self.settings.limit_percentile),
+        )
+
+    def _calculate_percentile(self, data: list[float], percentile: float) -> float:
+        data = sorted(data)
+        return data[int(len(data) * percentile)]