<｜begin▁of▁sentence｜>### Instruction:
As a chemical technician, I often conduct experiments and tests to support chemists and chemical engineers in their research and development projects. In this scenario, a research team is working with a complex graph, such as the Les Misérables network, extracted from a GML file named lesmis.gml. They are interested in using the Paris algorithm provided by the cdlib library to perform hierarchical graph clustering and subsequently converting the resulting communities into a JSON representation.
### Response:
import networkx as nx
from cdlib import algorithms

# Read the graph data structure
G = nx.read_gml('lesmis.gml')

# Perform hierarchical graph clustering using the Paris algorithm
communities = algorithms.paris(G)

# Output the resulting communities to a JSON object
communities_json = communities.to_json()
print(communities_json)
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