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Python

import pytest
from semantica.visualization.kg_visualizer import KGVisualizer
@pytest.mark.benchmark(group="graph_layouyt")
@pytest.mark.parametrize("layout", ["circular", "force"])
@pytest.mark.parametrize("size", [100])
def test_network_layout_performance(benchmark, generate_knowledge_graph, layout, size):
"""
Compares layout algorithm.
"""
viz = KGVisualizer(layout=layout, force_layout_iterations=50)
graph = generate_knowledge_graph(n_nodes=size)
def run():
return viz.visualize_network(graph, output="interactive")
benchmark.pedantic(run, iterations=1, rounds=5)
@pytest.mark.benchmark(group="graph_structure")
def test_matrix_view_rendering(benchmark, generate_knowledge_graph):
"""
Benchmarks the creation of an adjacent/relationship matrix.
"""
viz = KGVisualizer()
graph = generate_knowledge_graph(n_nodes=500)
def run():
return viz.visualize_relationship_matrix(graph, output="interactive")
benchmark.pedantic(run, iterations=1, rounds=5)