Feat: add is_dag to Graph

plesna/graph.py

@@ -20,22 +20,36 @@ class Edge(BaseModel):
 
 
 class Graph:
-    def __init__(self):
+    def __init__(self, nodes: list[Node] = [], edges: list[Edge] = []):
         self._edges = []
         self._nodes = set()
-
-    def add_edge(self, edge: Edge):
-        self._edges.append(edge)
-        self._nodes.add(edge.source)
-        self._nodes.add(edge.target)
+        self.add_edges(edges)
+        self.add_nodes(nodes)
 
     def add_node(self, node: Node):
         self._nodes.add(node)
 
+    def add_nodes(self, nodes: list[Node]):
+        for node in nodes:
+            self.add_node(node)
+
+    def add_edge(self, edge: Edge):
+        self._edges.append(edge)
+        self.add_node(edge.source)
+        self.add_node(edge.target)
+
+    def add_edges(self, edges: list[Edge]):
+        for edge in edges:
+            self.add_edge(edge)
+
     @property
     def nodes(self):
         return self._nodes
 
+    @property
+    def edges(self):
+        return self._edges
+
     def get_edges_from(self, node: Node) -> list[Edge]:
         """Get all edges which have the node as source"""
         return [edge for edge in self._edges if edge.source == node]
@@ -72,6 +86,13 @@ class Graph:
 
         return direct_sources.union(undirect_sources)
 
-    def is_valid_dag(self):
+    def is_dag(self) -> bool:
+        visited = set()
         for node in self._nodes:
-            pass
+            if node not in visited:
+                try:
+                    targets = self.get_targets_from(node)
+                except RecursionError:
+                    return False
+                visited.union(targets)
+        return True

tests/graphs/test_graph.py

@@ -54,7 +54,7 @@ def nodes():
 
 
 @pytest.fixture
-def edges(nodes):
+def dag_edges(nodes):
     return {
         "1": Edge(arrow_name="arrow", source=nodes["A"], target=nodes["C"]),
         "2": Edge(arrow_name="arrow", source=nodes["B"], target=nodes["C"]),
@@ -63,29 +63,45 @@ def edges(nodes):
 
 
 @pytest.fixture
-def graph(nodes, edges):
-
-    graph = Graph()
-    graph.add_edge(edges["1"])
-    graph.add_edge(edges["2"])
-    graph.add_edge(edges["3"])
-    return graph
+def notdag_edges(nodes):
+    return {
+        "1": Edge(arrow_name="arrow", source=nodes["A"], target=nodes["C"]),
+        "2": Edge(arrow_name="arrow", source=nodes["B"], target=nodes["C"]),
+        "3": Edge(arrow_name="arrow", source=nodes["C"], target=nodes["D"]),
+        "4": Edge(arrow_name="arrow", source=nodes["D"], target=nodes["B"]),
+    }
 
 
-def test_get_edges_from(nodes, edges, graph):
+def test_get_edges_from(nodes, dag_edges):
+    edges = dag_edges
+    graph = Graph(edges=edges.values())
     assert graph.get_edges_from(nodes["A"]) == [edges["1"]]
 
 
-def test_get_targets_from(nodes, edges, graph):
+def test_get_targets_from(nodes, dag_edges):
+    edges = dag_edges
+    graph = Graph(edges=edges.values())
     assert graph.get_direct_targets_from(nodes["A"]) == set([nodes["C"]])
     assert graph.get_direct_targets_from(nodes["C"]) == set([nodes["D"]])
     assert graph.get_direct_targets_from(nodes["D"]) == set()
     assert graph.get_targets_from(nodes["A"]) == set([nodes["C"], nodes["D"]])
 
 
-def test_get_sources_from(nodes, edges, graph):
+def test_get_sources_from(nodes, dag_edges):
+    edges = dag_edges
+    graph = Graph(edges=edges.values())
     assert graph.get_direct_sources_from(nodes["A"]) == set()
     assert graph.get_direct_sources_from(nodes["C"]) == set([nodes["A"], nodes["B"]])
     assert graph.get_direct_sources_from(nodes["D"]) == set([nodes["C"]])
 
-    assert graph.get_sources_from(nodes["D"]) == set([nodes["A"], nodes["B"], nodes["C"]])
+    assert graph.get_sources_from(nodes["D"]) == set(
+        [nodes["A"], nodes["B"], nodes["C"]]
+    )
+
+
+def test_valid_dage(dag_edges, notdag_edges):
+    graph = Graph(edges=dag_edges.values())
+    assert graph.is_dag()
+
+    graph = Graph(edges=notdag_edges.values())
+    assert not graph.is_dag()