docling-studio/document-parser/tests/neo4j/test_tree_writer.py
Pier-Jean Malandrino 8103460e9c feat(reasoning): reasoning-trace viewer v1 with SQLite-backed graph
Adds the `docling-agent` reasoning-trace viewer as a Studio tunnel, per
`docs/design/reasoning-trace.md`. Users pick an analyzed document, import
a RAGResult JSON, and the iterations are overlaid on the document graph.

Graph source is decoupled from Neo4j: a new pure builder
(`infra/docling_graph.build_graph_payload`) reads `document_json` from
SQLite and emits the same Cytoscape-shaped payload that `fetch_graph`
returns from Neo4j. Neo4j stays exclusive to the Maintain ingestion
pipeline. Shared DoclingDocument helpers live in `infra/docling_tree.py`
so TreeWriter and the builder can't drift on label taxonomy or tree walks.

Also removes the Cytoscape minimap (cytoscape-navigator) from GraphView:
second render instance hurt perf on large documents for no UX win.

Backend
- new `GET /api/documents/:id/reasoning-graph` (SQLite-only)
- new `infra/docling_tree.py`, `infra/docling_graph.py`
- `analysis_repo.find_latest_completed_by_document`
- tests: `test_docling_graph.py` (builder), `test_graph_api.py` (endpoint)

Frontend
- `features/reasoning/` — store, overlay, types, panel, import dialog,
  workspace, doc picker
- new `ReasoningPage` + `/reasoning` and `/reasoning/:docId` routes
- `GraphView` gains a `fetcher` prop so reasoning can inject the
  SQLite-backed fetcher while Maintain keeps using the Neo4j one
- drops minimap (nav container, dep, CSS)
- legend filters + section parenting extracted for reuse
- i18n base strings (FR + EN)
2026-04-29 14:00:00 +02:00

210 lines
6.3 KiB
Python

"""TreeWriter round-trip + structural sanity checks.
Fixture is a hand-crafted DoclingDocument JSON with: one section containing
two paragraphs and a table, spanning two pages. Tests verify that the graph
mirrors the structure (HAS_ROOT, PARENT_OF, ON_PAGE, NEXT) and that
re-writing the same doc is an idempotent replace.
"""
from __future__ import annotations
import json
from infra.neo4j import read_document_json, write_document
from infra.neo4j.schema import bootstrap_schema
FIXTURE = {
"name": "fixture.pdf",
"pages": {
"1": {"page_no": 1, "size": {"width": 595, "height": 842}},
"2": {"page_no": 2, "size": {"width": 595, "height": 842}},
},
"body": {
"self_ref": "#/body",
"children": [
{"$ref": "#/texts/0"},
{"$ref": "#/texts/1"},
{"$ref": "#/texts/2"},
{"$ref": "#/tables/0"},
],
},
"texts": [
{
"self_ref": "#/texts/0",
"parent": {"$ref": "#/body"},
"label": "section_header",
"text": "Introduction",
"level": 1,
"prov": [{"page_no": 1, "bbox": {"l": 10, "t": 10, "r": 100, "b": 30}}],
},
{
"self_ref": "#/texts/1",
"parent": {"$ref": "#/body"},
"label": "paragraph",
"text": "First paragraph on page 1.",
"prov": [{"page_no": 1, "bbox": {"l": 10, "t": 40, "r": 500, "b": 80}}],
},
{
"self_ref": "#/texts/2",
"parent": {"$ref": "#/body"},
"label": "paragraph",
"text": "Continued on page 2.",
"prov": [{"page_no": 2, "bbox": {"l": 10, "t": 40, "r": 500, "b": 80}}],
},
],
"tables": [
{
"self_ref": "#/tables/0",
"parent": {"$ref": "#/body"},
"label": "table",
"text": "",
"data": {"num_rows": 2, "num_cols": 2, "grid": [[1, 2], [3, 4]]},
"prov": [{"page_no": 2, "bbox": {"l": 10, "t": 90, "r": 500, "b": 200}}],
}
],
"pictures": [],
"groups": [],
}
async def _count(session, cypher: str, **params) -> int:
r = await session.run(cypher, **params)
rec = await r.single()
return int(rec["n"]) if rec else 0
async def test_write_creates_expected_structure(neo4j_driver):
await bootstrap_schema(neo4j_driver)
doc_json = json.dumps(FIXTURE)
result = await write_document(
neo4j_driver,
doc_id="doc-fixture",
filename="fixture.pdf",
document_json=doc_json,
)
assert result.elements_written == 4
assert result.pages_written == 2
# Every item in FIXTURE has exactly one prov entry → 4 Provenance nodes.
assert result.provenances_written == 4
async with neo4j_driver.driver.session(database=neo4j_driver.database) as s:
assert (
await _count(
s,
"MATCH (d:Document {id: $id}) RETURN count(d) AS n",
id="doc-fixture",
)
== 1
)
assert (
await _count(
s,
"MATCH (:Document {id: $id})-[:HAS_ROOT]->(e:Element) RETURN count(e) AS n",
id="doc-fixture",
)
== 4
)
assert (
await _count(
s,
"MATCH (e:Element:SectionHeader {doc_id: $id, self_ref: '#/texts/0'}) "
"RETURN count(e) AS n",
id="doc-fixture",
)
== 1
)
assert (
await _count(
s,
"MATCH (e:Element:Table {doc_id: $id}) RETURN count(e) AS n",
id="doc-fixture",
)
== 1
)
# Reading-order chain: 3 NEXT edges for 4 elements.
assert (
await _count(
s,
"MATCH (a:Element {doc_id: $id})-[:NEXT]->(b:Element {doc_id: $id}) "
"RETURN count(*) AS n",
id="doc-fixture",
)
== 3
)
# Post-v0.6: ON_PAGE attaches Provenance to Page, not Element directly.
# Traverse through the Provenance node.
assert (
await _count(
s,
"MATCH (:Element {doc_id: $id})-[:HAS_PROV]->"
"(:Provenance)-[:ON_PAGE]->(:Page {doc_id: $id}) "
"RETURN count(*) AS n",
id="doc-fixture",
)
== 4
)
# Each element has exactly one Provenance here (single-page fixture).
assert (
await _count(
s,
"MATCH (e:Element {doc_id: $id})-[:HAS_PROV]->(pv:Provenance) "
"RETURN count(pv) AS n",
id="doc-fixture",
)
== 4
)
async def test_rewrite_is_idempotent_replace(neo4j_driver):
await bootstrap_schema(neo4j_driver)
doc_json = json.dumps(FIXTURE)
await write_document(
neo4j_driver,
doc_id="doc-fixture",
filename="fixture.pdf",
document_json=doc_json,
)
# Second write with the same id must not duplicate anything.
await write_document(
neo4j_driver,
doc_id="doc-fixture",
filename="fixture.pdf",
document_json=doc_json,
)
async with neo4j_driver.driver.session(database=neo4j_driver.database) as s:
assert (
await _count(s, "MATCH (d:Document {id: $id}) RETURN count(d) AS n", id="doc-fixture")
== 1
)
assert (
await _count(
s,
"MATCH (e:Element {doc_id: $id}) RETURN count(e) AS n",
id="doc-fixture",
)
== 4
)
async def test_reader_returns_verbatim_json(neo4j_driver):
await bootstrap_schema(neo4j_driver)
doc_json = json.dumps(FIXTURE, sort_keys=True)
await write_document(
neo4j_driver,
doc_id="doc-fixture",
filename="fixture.pdf",
document_json=doc_json,
)
read_back = await read_document_json(neo4j_driver, "doc-fixture")
assert read_back is not None
assert json.loads(read_back) == json.loads(doc_json)
async def test_reader_missing_doc_returns_none(neo4j_driver):
await bootstrap_schema(neo4j_driver)
assert await read_document_json(neo4j_driver, "no-such-doc") is None