Files
graphify/tests/test_cluster.py
T
Ahmad Fathallah 8e4c803f31 reduce graph update churn and stabilize community IDs
Make `graphify update` idempotent by skipping output rewrites when graph/report content is unchanged, add `update --no-cluster`, and preserve community IDs across runs via overlap-based remapping with deterministic partition inputs.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-12 02:23:51 +03:00

101 lines
3.1 KiB
Python

import json
import sys
import networkx as nx
from pathlib import Path
from graphify.build import build_from_json
from graphify.cluster import cluster, cohesion_score, remap_communities_to_previous, score_all
FIXTURES = Path(__file__).parent / "fixtures"
def make_graph():
return build_from_json(json.loads((FIXTURES / "extraction.json").read_text()))
def test_cluster_returns_dict():
G = make_graph()
communities = cluster(G)
assert isinstance(communities, dict)
def test_cluster_covers_all_nodes():
G = make_graph()
communities = cluster(G)
all_nodes = {n for nodes in communities.values() for n in nodes}
assert all_nodes == set(G.nodes)
def test_cohesion_score_complete_graph():
G = nx.complete_graph(4)
G = nx.relabel_nodes(G, {i: str(i) for i in G.nodes})
score = cohesion_score(G, list(G.nodes))
assert score == 1.0
def test_cohesion_score_single_node():
G = nx.Graph()
G.add_node("a")
score = cohesion_score(G, ["a"])
assert score == 1.0
def test_cohesion_score_disconnected():
G = nx.Graph()
G.add_nodes_from(["a", "b", "c"])
score = cohesion_score(G, ["a", "b", "c"])
assert score == 0.0
def test_cohesion_score_range():
G = make_graph()
communities = cluster(G)
for cid, nodes in communities.items():
score = cohesion_score(G, nodes)
assert 0.0 <= score <= 1.0
def test_score_all_keys_match_communities():
G = make_graph()
communities = cluster(G)
scores = score_all(G, communities)
assert set(scores.keys()) == set(communities.keys())
def test_cluster_does_not_write_to_stdout(capsys):
"""Clustering should not emit ANSI escape codes or other output.
graspologic's leiden() can emit ANSI escape sequences that break
PowerShell 5.1's scroll buffer on Windows (issue #19). The output
suppression in _partition() should prevent any output from leaking.
"""
G = make_graph()
cluster(G)
captured = capsys.readouterr()
assert captured.out == "", f"cluster() wrote to stdout: {captured.out!r}"
def test_cluster_does_not_write_to_stderr(capsys):
"""Same as above but for stderr — ANSI codes can go to either stream."""
G = make_graph()
cluster(G)
captured = capsys.readouterr()
# Allow logging output (starts with [graphify]) but no raw ANSI codes
for line in captured.err.splitlines():
assert "\x1b" not in line, f"cluster() wrote ANSI to stderr: {line!r}"
def test_remap_communities_to_previous_reuses_old_ids():
communities = {
10: ["a", "b", "c"],
11: ["d", "e"],
}
previous = {"a": 5, "b": 5, "c": 5, "d": 1, "e": 1}
remapped = remap_communities_to_previous(communities, previous)
assert set(remapped.keys()) == {1, 5}
assert remapped[5] == ["a", "b", "c"]
assert remapped[1] == ["d", "e"]
def test_remap_communities_to_previous_assigns_deterministic_new_ids():
communities = {
7: ["x", "y", "z"],
8: ["m"],
}
previous = {"a": 3}
remapped = remap_communities_to_previous(communities, previous)
assert list(remapped.keys()) == [0, 1]
assert remapped[0] == ["x", "y", "z"]
assert remapped[1] == ["m"]