fix VisualizationConfiguration default arguments

artemis/visualizer/_configuration.py

@@ -1,4 +1,4 @@
-from dataclasses import dataclass
+from dataclasses import dataclass, field
 from typing import List
 
 from artemis._utilities.domain import InteractionMethod, VisualizationType
@@ -160,7 +160,6 @@ def _split_score_config(cls):
 
     @classmethod
     def _cond_depth_config(cls):
-
         graph_config = InteractionGraphConfiguration()
         graph_config.THRESHOLD_RELEVANT_INTERACTION = 0.6
         graph_config.MAX_EDGE_WIDTH = 3
@@ -176,15 +175,15 @@ def _cond_depth_config(cls):
 @dataclass
 class VisualizationConfiguration:
     accepted_visualizations: List[str]
-    interaction_graph: InteractionGraphConfiguration = InteractionGraphConfiguration()
-    interaction_matrix: InteractionMatrixConfiguration = (
-        InteractionMatrixConfiguration()
+    interaction_graph: InteractionGraphConfiguration = field(default_factory=InteractionGraphConfiguration)
+    interaction_matrix: InteractionMatrixConfiguration = field(default_factory=InteractionMatrixConfiguration)
+    interaction_bar_chart_ova: InteractionVersusAllConfiguration = field(
+        default_factory=InteractionVersusAllConfiguration
     )
-    interaction_bar_chart_ova: InteractionVersusAllConfiguration = (
-        InteractionVersusAllConfiguration()
+    interaction_bar_chart_ovo: InteractionVersusOneConfiguration = field(
+        default_factory=InteractionVersusOneConfiguration
     )
-    interaction_bar_chart_ovo: InteractionVersusOneConfiguration = (
-        InteractionVersusOneConfiguration()
+    lollipop: LollipopSplitScoreConfiguration = field(default_factory=LollipopSplitScoreConfiguration)
+    interaction_bar_chart_conditional: BarChartConditionalDepthConfiguration = field(
+        default_factory=BarChartConditionalDepthConfiguration
     )
-    lollipop: LollipopSplitScoreConfiguration = LollipopSplitScoreConfiguration()
-    interaction_bar_chart_conditional: BarChartConditionalDepthConfiguration = BarChartConditionalDepthConfiguration()

pyproject.toml

@@ -3,7 +3,7 @@ name = "pyartemis"
 packages = [
     { include = "artemis" }
 ]
-version = "0.1.4.9000"
+version = "0.1.5"
 description = "A Python package with explanation methods for extraction of feature interactions from predictive models"
 readme = "README.md"
 documentation = "https://pyartemis.github.io/"