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from functools import reduce
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from typing import Callable
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from pydantic import BaseModel
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class Node(BaseModel):
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name: str
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infos: dict = {}
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def __hash__(self):
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return hash(self.name)
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class Edge(BaseModel):
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arrow_name: str
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source: Node
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target: Node
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edge_kwrds: dict = {}
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class Graph:
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def __init__(self, nodes: list[Node] = [], edges: list[Edge] = []):
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self._edges = []
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self._nodes = set()
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self.add_edges(edges)
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self.add_nodes(nodes)
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def add_node(self, node: Node):
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self._nodes.add(node)
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def add_nodes(self, nodes: list[Node]):
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for node in nodes:
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self.add_node(node)
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def add_edge(self, edge: Edge):
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self._edges.append(edge)
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self.add_node(edge.source)
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self.add_node(edge.target)
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def add_edges(self, edges: list[Edge]):
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for edge in edges:
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self.add_edge(edge)
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@property
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def nodes(self):
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return self._nodes
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@property
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def edges(self):
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return self._edges
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def get_edges_from(self, node: Node) -> list[Edge]:
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"""Get all edges which have the node as source"""
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return [edge for edge in self._edges if edge.source == node]
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def get_edges_to(self, node: Node) -> list[Edge]:
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"""Get all edges which have the node as target"""
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return [edge for edge in self._edges if edge.target == node]
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def get_direct_targets_from(self, node: Node) -> set[Node]:
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"""Get direct nodes that are accessible from the node"""
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return set(edge.target for edge in self._edges if edge.source == node)
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def get_targets_from(self, node: Node) -> set[Node]:
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"""Get all nodes that are accessible from the node
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If the graph have a loop, the procedure be in an infinite loop!
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"""
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direct_targets = self.get_direct_targets_from(node)
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undirect_targets = [self.get_targets_from(n) for n in direct_targets]
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undirect_targets = reduce(lambda x, y: x.union(y), undirect_targets, set())
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return direct_targets.union(undirect_targets)
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def get_direct_sources_from(self, node: Node) -> set[Node]:
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"""Get direct nodes that are targeted the node"""
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return set(edge.source for edge in self._edges if edge.target == node)
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def get_sources_from(self, node: Node) -> set[Node]:
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"""Get all nodes that are targeted the node"""
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direct_sources = self.get_direct_sources_from(node)
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undirect_sources = [self.get_sources_from(n) for n in direct_sources]
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undirect_sources = reduce(lambda x, y: x.union(y), undirect_sources, set())
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return direct_sources.union(undirect_sources)
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def is_dag(self) -> bool:
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visited = set()
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for node in self._nodes:
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if node not in visited:
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try:
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targets = self.get_targets_from(node)
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except RecursionError:
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return False
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visited.union(targets)
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return True
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@ -1,33 +0,0 @@
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from typing import Callable
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from pydantic import BaseModel
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class Node(BaseModel):
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name: str
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infos: dict = {}
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def __hash__(self):
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return hash(self.name)
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class EdgeOnSet(BaseModel):
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arrow: Callable
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sources: dict[str, Node]
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targets: dict[str, Node]
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edge_kwrds: dict = {}
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class GraphSet:
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def __init__(self):
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self._edges = []
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self._node_sets = set()
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def append(self, edge: EdgeOnSet):
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self._edges.append(edge)
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self._node_sets.add(frozenset(edge.sources.values()))
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self._node_sets.add(frozenset(edge.targets.values()))
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@property
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def node_sets(self):
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return self._node_sets
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@ -1,107 +0,0 @@
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import pytest
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from plesna.graph import Edge, Graph, Node
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def test_append_nodess():
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nodeA = Node(name="A")
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nodeB = Node(name="B")
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graph = Graph()
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graph.add_node(nodeA)
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graph.add_node(nodeB)
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assert graph.nodes == {nodeA, nodeB}
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def test_append_edges():
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nodeA = Node(name="A")
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nodeB = Node(name="B")
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nodeC = Node(name="C")
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edge1 = Edge(arrow_name="arrow", source=nodeA, target=nodeC)
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edge2 = Edge(arrow_name="arrow", source=nodeB, target=nodeC)
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graph = Graph()
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graph.add_edge(edge1)
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graph.add_edge(edge2)
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assert graph.nodes == {nodeA, nodeB, nodeC}
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def test_init_edges_nodes():
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nodeA = Node(name="A")
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nodeB = Node(name="B")
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nodeC = Node(name="C")
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edge1 = Edge(arrow_name="arrow", source=nodeB, target=nodeC)
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graph = Graph()
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graph.add_node(nodeA)
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graph.add_edge(edge1)
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assert graph.nodes == {nodeA, nodeB, nodeC}
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@pytest.fixture
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def nodes():
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return {
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"A": Node(name="A"),
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"B": Node(name="B"),
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"C": Node(name="C"),
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"D": Node(name="D"),
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}
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@pytest.fixture
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def dag_edges(nodes):
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return {
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"1": Edge(arrow_name="arrow", source=nodes["A"], target=nodes["C"]),
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"2": Edge(arrow_name="arrow", source=nodes["B"], target=nodes["C"]),
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"3": Edge(arrow_name="arrow", source=nodes["C"], target=nodes["D"]),
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}
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@pytest.fixture
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def notdag_edges(nodes):
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return {
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"1": Edge(arrow_name="arrow", source=nodes["A"], target=nodes["C"]),
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"2": Edge(arrow_name="arrow", source=nodes["B"], target=nodes["C"]),
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"3": Edge(arrow_name="arrow", source=nodes["C"], target=nodes["D"]),
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"4": Edge(arrow_name="arrow", source=nodes["D"], target=nodes["B"]),
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}
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def test_get_edges_from(nodes, dag_edges):
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edges = dag_edges
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graph = Graph(edges=edges.values())
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assert graph.get_edges_from(nodes["A"]) == [edges["1"]]
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def test_get_targets_from(nodes, dag_edges):
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edges = dag_edges
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graph = Graph(edges=edges.values())
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assert graph.get_direct_targets_from(nodes["A"]) == set([nodes["C"]])
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assert graph.get_direct_targets_from(nodes["C"]) == set([nodes["D"]])
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assert graph.get_direct_targets_from(nodes["D"]) == set()
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assert graph.get_targets_from(nodes["A"]) == set([nodes["C"], nodes["D"]])
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def test_get_sources_from(nodes, dag_edges):
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edges = dag_edges
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graph = Graph(edges=edges.values())
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assert graph.get_direct_sources_from(nodes["A"]) == set()
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assert graph.get_direct_sources_from(nodes["C"]) == set([nodes["A"], nodes["B"]])
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assert graph.get_direct_sources_from(nodes["D"]) == set([nodes["C"]])
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assert graph.get_sources_from(nodes["D"]) == set(
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[nodes["A"], nodes["B"], nodes["C"]]
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)
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def test_valid_dage(dag_edges, notdag_edges):
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graph = Graph(edges=dag_edges.values())
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assert graph.is_dag()
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graph = Graph(edges=notdag_edges.values())
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assert not graph.is_dag()
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from plesna.graph_set import EdgeOnSet, GraphSet, Node
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def test_init():
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nodeA = Node(name="A")
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nodeB = Node(name="B")
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nodeC = Node(name="C")
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def arrow(sources, targets):
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targets["C"].infos["res"] = sources["A"].name + sources["B"].name
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edge1 = EdgeOnSet(
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arrow=arrow, sources={"A": nodeA, "B": nodeB}, targets={"C": nodeC}
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)
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graph_set = GraphSet()
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graph_set.append(edge1)
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assert graph_set.node_sets == {frozenset([nodeA, nodeB]), frozenset([nodeC])}
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