Graphify-Labs/graphify · error · SystemExit

ERROR: Graph is empty - extraction produced no nodes.

Error message

ERROR: Graph is empty - extraction produced no nodes.

What it means

The empty-graph guard in the generated AMP host render of the graphify skill (tools/skillgen/expected/graphify__skill-amp.md). Its Step 4 build block — same as skill.md's, including the root='INPUT_PATH' relativization from #1361 — checks G.number_of_nodes() right after build_from_json() and exits before any write when extraction produced zero nodes, protecting existing graph.json, GRAPH_REPORT.md, and the analysis sidecar (#1392).

Source

Thrown at tools/skillgen/expected/graphify__skill-amp.md:416

from graphify.build import build_from_json
from graphify.cluster import cluster, score_all
from graphify.analyze import god_nodes, surprising_connections, suggest_questions
from graphify.report import generate
from graphify.export import to_json
from pathlib import Path

extraction = json.loads(Path('graphify-out/.graphify_extract.json').read_text(encoding=\"utf-8\"))
detection  = json.loads(Path('graphify-out/.graphify_detect.json').read_text(encoding=\"utf-8\"))

# root= mirrors the --update runbook (#1361): relativize source_file to the same
# base so the full build and incremental --update never drift apart on re-extract.
G = build_from_json(extraction, root='INPUT_PATH', directed=IS_DIRECTED)
# Guard BEFORE any write: an empty extraction must not clobber a good graph.json /
# GRAPH_REPORT.md / analysis sidecar. Check immediately after build (#1392).
if G.number_of_nodes() == 0:
    print('ERROR: Graph is empty - extraction produced no nodes.')
    print('Possible causes: all files were skipped, binary-only corpus, or extraction failed.')
    raise SystemExit(1)
communities = cluster(G)
cohesion = score_all(G, communities)
tokens = {'input': extraction.get('input_tokens', 0), 'output': extraction.get('output_tokens', 0)}
gods = god_nodes(G)
surprises = surprising_connections(G, communities)
labels = {cid: 'Community ' + str(cid) for cid in communities}
# Placeholder questions - regenerated with real labels in Step 5
questions = suggest_questions(G, communities, labels)

# Export FIRST and honor the #479 shrink-guard: to_json returns False (writing
# nothing) when the new graph is smaller than the existing graph.json. Only write
# GRAPH_REPORT.md + the analysis sidecar when the graph was actually written, so
# they never describe a graph that graph.json doesn't contain (#1392).
wrote = to_json(G, communities, 'graphify-out/graph.json')
if not wrote:
    print('ERROR: refused to shrink graphify-out/graph.json (existing graph has more nodes; #479).')
    print('If this shrink is intentional (you deleted files), re-run a full build with --force.')
    raise SystemExit(1)

View on GitHub (pinned to 7fe58b0b0f)

Solutions

1. Re-run the extraction step for the same INPUT_PATH and confirm .graphify_extract.json contains nodes
2. Ensure the input directory has extractable source/text files not excluded by .graphifyignore
3. Delete the empty .graphify_extract.json and re-extract if the previous run failed midway

extraction = json.loads(Path('graphify-out/.graphify_extract.json').read_text(encoding='utf-8'))
if not (extraction.get('nodes') or extraction.get('entities')):
    raise SystemExit('extraction empty — re-run Step 3 for the same INPUT_PATH')
G = build_from_json(extraction, root='INPUT_PATH', directed=IS_DIRECTED)

def extraction_has_nodes(extraction: dict) -> bool:
    return bool(extraction.get('nodes') or extraction.get('entities'))

When it happens

Trigger: Running the AMP skill's Step 4 when graphify-out/.graphify_extract.json contains no nodes: all inputs skipped/ignored, binary-only corpus, failed or truncated LLM extraction.

Common situations: Empty or fully-ignored input directory; stale extract JSON from another path; extraction API failures leaving a valid-but-empty JSON file.

Related errors

• ERROR: Graph is empty - extraction produced no nodes.
• ERROR: Graph is empty - extraction produced no nodes.
• ERROR: Graph is empty - extraction produced no nodes.
• ERROR: Graph is empty - extraction produced no nodes.
• ERROR: refused to shrink graphify-out/graph.json (existing g

AI-assisted analysis of Graphify-Labs/graphify@7fe58b0b0f (2026-08-14). Data as JSON: /api/errors/1be6ea14674522e1. Report an issue: GitHub.