add recommendation inference

lib/console/cost/ingester.ex

@@ -2,10 +2,11 @@ defmodule Console.Cost.Ingester do
   alias Console.Repo
   import Console.Services.Base
   import Console.Cost.Utils, only: [batch_insert: 2]
-  alias Console.Schema.{Cluster, ClusterUsage, ClusterNamespaceUsage, ClusterScalingRecommendation}
+  alias Console.Deployments.Settings
+  alias Console.Schema.{DeploymentSettings, Cluster, ClusterUsage, ClusterNamespaceUsage, ClusterScalingRecommendation}
 
   def ingest(attrs, %Cluster{id: id}) do
-    IO.inspect(attrs)
+    settings = Settings.cached()
     start_transaction()
     |> add_operation(:cluster, fn _ ->
       case Repo.get_by(ClusterUsage, cluster_id: id) do
@@ -35,6 +36,8 @@ defmodule Console.Cost.Ingester do
     |> add_operation(:scaling, fn _ ->
       (Map.get(attrs, :recommendations) || [])
       |> Stream.map(&cluster_timestamped(&1, id))
+      |> Stream.map(&infer_recommendation(&1, settings))
+      |> Stream.filter(& &1)
       |> batch_insert(ClusterScalingRecommendation)
       |> ok()
     end)
@@ -49,4 +52,16 @@ defmodule Console.Cost.Ingester do
     timestamped(map)
     |> Map.put(:cluster_id, cluster_id)
   end
+
+  defp infer_recommendation(map, %DeploymentSettings{cost: %DeploymentSettings.Cost{recommendation_cushion: cush}})
+    when is_integer(cush) do
+    case map do
+      %{memory_request: mr, cpu_request: cr} = map when is_float(mr) and is_float(cr) ->
+        Map.merge(map, %{memory_recommendation: cushioned(mr, cush), cpu_recommendation: cushioned(mr, cush)})
+      _ -> nil
+    end
+  end
+  defp infer_recommendation(_, _), do: nil
+
+  defp cushioned(val, cushion), do: val * ((cushion + 100) / 100)
 end

test/console/graphql/mutations/deployments/cluster_mutations_test.exs

@@ -487,11 +487,21 @@ defmodule Console.GraphQl.Deployments.ClusterMutationsTest do
   describe "ingestClusterCost" do
     test "it can ingest cluster cost information in one transaction" do
       cluster = insert(:cluster)
+      deployment_settings(cost: %{recommendation_cushion: 10})
       cost = %{"cpu" => 1.0, "memory" => 100.0, "gpu" => 0.0, "cpuUtil" => 0.5, "memoryUtil" => 20.0, "gpuUtil" => 0.0}
       ingest = %{
         "cluster" => cost,
         "namespaces" => Enum.map([cost], &Map.put(&1, "namespace", "default")),
-        "recommendations" => [%{"type" => "DEPLOYMENT", "namespace" => "default", "name" => "default", "container" => "nginx"}]
+        "recommendations" => [
+          %{
+            "type" => "DEPLOYMENT",
+            "namespace" => "default",
+            "name" => "default",
+            "container" => "nginx",
+            "memoryRequest" => 10.0,
+            "cpuRequest" => 10.0
+          }
+        ]
       }
 
       {:ok, %{data: %{"ingestClusterCost" => true}}} = run_query("""