Feat: add get functions on sources and targets
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@ -1,3 +1,4 @@
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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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@ -23,11 +24,54 @@ class Graph:
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self._edges = []
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self._nodes = set()
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def append(self, edge: Edge):
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def add_edge(self, edge: Edge):
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self._edges.append(edge)
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self._nodes.add(edge.source)
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self._nodes.add(edge.target)
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def add_node(self, node: Node):
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self._nodes.add(node)
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@property
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def nodes(self):
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return self._nodes
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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_valid_dag(self):
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for node in self._nodes:
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pass
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@ -1,7 +1,20 @@
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import pytest
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from plesna.graph import Edge, Graph, Node
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def test_init():
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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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@ -10,7 +23,69 @@ def test_init():
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edge2 = Edge(arrow_name="arrow", source=nodeB, target=nodeC)
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graph = Graph()
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graph.append(edge1)
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graph.append(edge2)
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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 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 graph(nodes, edges):
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graph = Graph()
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graph.add_edge(edges["1"])
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graph.add_edge(edges["2"])
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graph.add_edge(edges["3"])
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return graph
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def test_get_edges_from(nodes, edges, graph):
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assert graph.get_edges_from(nodes["A"]) == [edges["1"]]
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def test_get_targets_from(nodes, edges, graph):
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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, edges, graph):
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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([nodes["A"], nodes["B"], nodes["C"]])
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