feat(graph): warn on low citing-paper coverage in graph report (R-D)

Add graph.citing_coverage() (papers with >=1 out-edge / total) and a graph_min_citing_coverage setting (default 0.8). codex graph report now surfaces 'Citing coverage: N/M papers with out-edges (P%)' in text and JSON, and warns when the share is below threshold -- low citing coverage starves PageRank/coupling even when the paper count looks healthy (the DQ-1 sub-item). Separate from the existing total-count graph_min_corpus_size warning.

Tests: citing_coverage unit tests + CLI tests (line shown, warning fires/suppressed, JSON field). Full suite green; ruff + mypy clean. Live: graph report shows 29/29 (100%), no warning.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
Tarik Moussa
2026-06-18 07:59:25 +02:00
parent 1516684bbb
commit 5672358bbe
6 changed files with 118 additions and 2 deletions

View File

@@ -10,6 +10,7 @@ import pytest
from codex.graph import (
build_citation_graph,
citation_pagerank,
citing_coverage,
dangling_citations,
find_co_cited,
find_related,
@@ -287,3 +288,24 @@ class TestDanglingCitations:
g = build_citation_graph(_make_conn(rows))
dangling = dangling_citations(g, set())
assert set(dangling) == {"A", "B"}
# ---------------------------------------------------------------------------
# citing_coverage (R-D)
# ---------------------------------------------------------------------------
class TestCitingCoverage:
def test_counts_papers_with_out_edges(self):
# _small_graph: A→.., B→.., C→D have out-edges; D, E have none.
g = _small_graph()
n_citing, n_papers = citing_coverage(g, {"A", "B", "C", "D", "E"})
assert (n_citing, n_papers) == (3, 5)
def test_paper_absent_from_graph_counts_as_no_out_edges(self):
# A cites; Z was ingested but has no chunks/edges, so it isn't a graph node.
g = _small_graph()
assert citing_coverage(g, {"A", "Z"}) == (1, 2)
def test_empty(self):
assert citing_coverage(nx.DiGraph(), set()) == (0, 0)