causy - npm Package Compare versions

Comparing version 0.1.38 to 0.1.39

causy/causal_discovery/constraint/orientation_rules/pc.py

@@ -145,5 +145,2 @@ import enum
                 if len(unapplied_actions_y_z) > 0 or len(unapplied_actions_x_z) > 0:
-                    logger.warning(
-                        f"Orientation conflict detected in ColliderTest stage when orienting the edge between {x.name} and {y.name}. The conflict is resolved using the strategy {self.conflict_resolution_strategy}, but orientation conflicts indicate assumption violations and can severely affect the accuracy of the results.",
-                    )
                     if (
@@ -153,4 +150,22 @@ ColliderTestConflictResolutionStrategies.KEEP_FIRST
                     ):
-                        # We keep the first edge that was removed
-                        continue
+                        # We prioritize the first edge that was removed, we do nothing
+                        if len(unapplied_actions_y_z) > 0:
+                            results.append(
+                                TestResult(
+                                    u=z,
+                                    v=y,
+                                    action=TestResultAction.DO_NOTHING,
+                                    data={"orientation_conflict": True},
+                                )
+                            )
+                        if len(unapplied_actions_x_z) > 0:
+                            results.append(
+                                TestResult(
+                                    u=z,
+                                    v=x,
+                                    action=TestResultAction.DO_NOTHING,
+                                    data={"orientation_conflict": True},
+                                )
+                            )
+
                     elif (
@@ -242,3 +257,8 @@ ColliderTestConflictResolutionStrategies.KEEP_LAST
                 if breakflag is True:
-                    continue
+                    return TestResult(
+                        u=y,
+                        v=z,
+                        action=TestResultAction.DO_NOTHING,
+                        data={"orientation_conflict": True},
+                    )
                 return TestResult(
@@ -256,3 +276,11 @@ u=y,
                     if graph.only_directed_edge_exists(graph.nodes[node], x):
-                        continue
+                        breakflag = True
+                        break
+                if breakflag is True:
+                    return TestResult(
+                        u=x,
+                        v=z,
+                        action=TestResultAction.DO_NOTHING,
+                        data={"orientation_conflict": True},
+                    )
                 return TestResult(
@@ -259,0 +287,0 @@ u=x,

PKG-INFO

 Metadata-Version: 2.1
 Name: causy
-Version: 0.1.38
+Version: 0.1.39
 Summary: Causal discovery made easy.
@@ -5,0 +5,0 @@ License: MIT

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Improved metrics

Total package byte prevSize

4465413

0.02%

Lines of code

20949

0.12%