test: verify chunk span persistence on index

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CREDO23 2026-06-18 20:06:33 +02:00
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commit 60fff66ee0

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"""Indexing records char spans so a chunk addresses its exact slice of the body.
Uses the real chunker (only embeddings are faked) so the span/partition
invariants are exercised end to end.
"""
import pytest
from sqlalchemy import select
from app.db import Chunk, Document
from app.indexing_pipeline.indexing_pipeline_service import IndexingPipelineService
pytestmark = pytest.mark.integration
_BODY = (
"# Report\n\n"
+ "Intro paragraph that is reasonably long and descriptive. " * 8
+ "\n\n| col a | col b |\n| --- | --- |\n| 1 | 2 |\n| 3 | 4 |\n\n"
+ "Closing paragraph with a different shape and more words to chunk. " * 8
)
async def _ordered_chunks(session, document_id) -> list[Chunk]:
result = await session.execute(
select(Chunk)
.filter(Chunk.document_id == document_id)
.order_by(Chunk.position, Chunk.id)
)
return list(result.scalars().all())
def _assert_spans_address_body(chunks: list[Chunk], body: str) -> None:
for chunk in chunks:
assert chunk.start_char is not None and chunk.end_char is not None
assert body[chunk.start_char : chunk.end_char] == chunk.content
assert "".join(c.content for c in chunks) == body
async def _index(session, connector_doc) -> int:
service = IndexingPipelineService(session=session)
prepared = await service.prepare_for_indexing([connector_doc])
document = prepared[0]
await service.index(document, connector_doc)
return document.id
async def _reload_body(session, document_id) -> str:
result = await session.execute(select(Document).filter(Document.id == document_id))
return result.scalars().first().source_markdown
@pytest.mark.usefixtures("patched_embed_texts")
async def test_scratch_index_records_spans_addressing_body(
db_session, db_search_space, make_connector_document
):
connector_doc = make_connector_document(
search_space_id=db_search_space.id, source_markdown=_BODY
)
document_id = await _index(db_session, connector_doc)
body = await _reload_body(db_session, document_id)
chunks = await _ordered_chunks(db_session, document_id)
assert len(chunks) > 1
_assert_spans_address_body(chunks, body)
@pytest.mark.usefixtures("patched_embed_texts")
async def test_incremental_reindex_refreshes_shifted_spans(
db_session, db_search_space, make_connector_document
):
"""Inserting text at the top shifts every later chunk's span; kept rows must
have their spans refreshed, not left pointing at the old offsets."""
service = IndexingPipelineService(session=db_session)
original = make_connector_document(
search_space_id=db_search_space.id, source_markdown=_BODY
)
prepared = await service.prepare_for_indexing([original])
document_id = prepared[0].id
await service.index(prepared[0], original)
edited_body = "# Prepended heading\n\nA brand new opening paragraph.\n\n" + _BODY
edited = make_connector_document(
search_space_id=db_search_space.id, source_markdown=edited_body
)
prepared_again = await service.prepare_for_indexing([edited])
assert prepared_again, "edited content should requeue the document"
await service.index(prepared_again[0], edited)
body = await _reload_body(db_session, document_id)
chunks = await _ordered_chunks(db_session, document_id)
assert body == edited_body
_assert_spans_address_body(chunks, body)