From 31fa103e0a5551f98ddca8911db1e3884a91eaf7 Mon Sep 17 00:00:00 2001
From: Alexander Tornede <a.tornede@ai.uni-hannover.de>
Date: Mon, 19 Feb 2024 10:06:25 +0100
Subject: [PATCH 1/2] Fix bug where the local importance plots were all
 identical independent of the cost function used (#71)

---
 deepcave/evaluators/lpi.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/deepcave/evaluators/lpi.py b/deepcave/evaluators/lpi.py
index 404a6af5..4abaecc6 100644
--- a/deepcave/evaluators/lpi.py
+++ b/deepcave/evaluators/lpi.py
@@ -60,7 +60,9 @@ def calculate(
         self.rs = np.random.RandomState(seed)
 
         # Get data
-        df = self.run.get_encoded_data(budget=budget, specific=True, include_combined_cost=True)
+        df = self.run.get_encoded_data(
+            objectives=objectives, budget=budget, specific=True, include_combined_cost=True
+        )
         X = df[self.hp_names].to_numpy()
         Y = df[COMBINED_COST_NAME].to_numpy()
 

From a0ac677df0a3a3e93f1896dee329229d749661d3 Mon Sep 17 00:00:00 2001
From: Sarah Krebs <s.krebs@ai.uni-hannover.de>
Date: Wed, 21 Feb 2024 09:55:21 +0100
Subject: [PATCH 2/2] Add changelog entry

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index beb3d82d..c860e1bf 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,7 @@
 - Do not disable existing loggers.
 
 ## Bug-Fixes
+- Fix missing objective specification in LPI evaluator (#71).
 - Don't convert BOHB runs with status 'running' (consistent with SMAC).
 - Fix api examples (#68).
 - Reset inputs to fix error when subsequently selecting runs with different configspaces, objectives or budgets (#106).