Rollback version if a failure occurs when creating/updating documents
This commit is contained in:
parent
919393ddf0
commit
4a07444030
5 changed files with 168 additions and 29 deletions
|
|
@ -36,8 +36,10 @@ haiku-rag add-src https://example.com/article.html
|
|||
```
|
||||
|
||||
!!! note
|
||||
As you add documents to `haiku.rag` the database keeps growing. By default, `lanceDB` supports versioning
|
||||
of your data. You can optimize and compact the database by running the [vaccum](#vacuum-optimize-and-cleanup) command.
|
||||
As you add documents to `haiku.rag` the database keeps growing. By default, LanceDB supports versioning
|
||||
of your data. Create/update operations are atomic‑feeling: if anything fails during chunking or embedding,
|
||||
the database rolls back to the pre‑operation snapshot using LanceDB table versioning. You can optimize and
|
||||
compact the database by running the [vacuum](#vacuum-optimize-and-cleanup) command.
|
||||
|
||||
### Get Document
|
||||
|
||||
|
|
|
|||
|
|
@ -109,6 +109,14 @@ await client.vacuum()
|
|||
|
||||
This compacts tables and removes historical versions to keep disk usage in check. It’s safe to run anytime, for example after bulk imports or periodically in long‑running apps.
|
||||
|
||||
### Atomic Writes and Rollback
|
||||
|
||||
Document create and update operations take a snapshot of table versions before any write and automatically roll back to that snapshot if something fails (for example, during chunking or embedding). This restores both the `documents` and `chunks` tables to their pre‑operation state using LanceDB’s table versioning.
|
||||
|
||||
- Applies to: `create_document(...)`, `create_document_from_source(...)`, `update_document(...)`, and internal rebuild/update flows.
|
||||
- Scope: Both document rows and all associated chunks are rolled back together.
|
||||
- Vacuum: Running `vacuum()` later prunes old versions for disk efficiency; rollbacks occur immediately during the failing operation and are not impacted.
|
||||
|
||||
## Searching Documents
|
||||
|
||||
The search method performs native hybrid search (vector + full-text) using LanceDB with optional reranking for improved relevance:
|
||||
|
|
|
|||
|
|
@ -209,6 +209,21 @@ class Store:
|
|||
# LanceDB connections are automatically managed
|
||||
pass
|
||||
|
||||
def current_table_versions(self) -> dict[str, int]:
|
||||
"""Capture current versions of key tables for rollback using LanceDB's API."""
|
||||
return {
|
||||
"documents": int(self.documents_table.version),
|
||||
"chunks": int(self.chunks_table.version),
|
||||
"settings": int(self.settings_table.version),
|
||||
}
|
||||
|
||||
def restore_table_versions(self, versions: dict[str, int]) -> bool:
|
||||
"""Restore tables to the provided versions using LanceDB's API."""
|
||||
self.documents_table.restore(int(versions["documents"]))
|
||||
self.chunks_table.restore(int(versions["chunks"]))
|
||||
self.settings_table.restore(int(versions["settings"]))
|
||||
return True
|
||||
|
||||
@property
|
||||
def _connection(self):
|
||||
"""Compatibility property for repositories expecting _connection."""
|
||||
|
|
|
|||
|
|
@ -171,44 +171,64 @@ class DocumentRepository:
|
|||
chunks: list["Chunk"] | None = None,
|
||||
) -> Document:
|
||||
"""Create a document with its chunks and embeddings."""
|
||||
# Snapshot table versions for versioned rollback (if supported)
|
||||
versions = self.store.current_table_versions()
|
||||
|
||||
# Create the document
|
||||
created_doc = await self.create(entity)
|
||||
|
||||
# Create chunks if not provided
|
||||
if chunks is None:
|
||||
assert created_doc.id is not None, (
|
||||
"Document ID should not be None after creation"
|
||||
)
|
||||
await self.chunk_repository.create_chunks_for_document(
|
||||
created_doc.id, docling_document
|
||||
)
|
||||
else:
|
||||
# Use provided chunks, set order from list position
|
||||
assert created_doc.id is not None, (
|
||||
"Document ID should not be None after creation"
|
||||
)
|
||||
for order, chunk in enumerate(chunks):
|
||||
chunk.document_id = created_doc.id
|
||||
chunk.metadata["order"] = order
|
||||
await self.chunk_repository.create(chunk)
|
||||
# Attempt to create chunks; on failure, prefer version rollback
|
||||
try:
|
||||
# Create chunks if not provided
|
||||
if chunks is None:
|
||||
assert created_doc.id is not None, (
|
||||
"Document ID should not be None after creation"
|
||||
)
|
||||
await self.chunk_repository.create_chunks_for_document(
|
||||
created_doc.id, docling_document
|
||||
)
|
||||
else:
|
||||
# Use provided chunks, set order from list position
|
||||
assert created_doc.id is not None, (
|
||||
"Document ID should not be None after creation"
|
||||
)
|
||||
for order, chunk in enumerate(chunks):
|
||||
chunk.document_id = created_doc.id
|
||||
chunk.metadata["order"] = order
|
||||
await self.chunk_repository.create(chunk)
|
||||
|
||||
return created_doc
|
||||
return created_doc
|
||||
except Exception:
|
||||
# Roll back to the captured versions and re-raise
|
||||
self.store.restore_table_versions(versions)
|
||||
raise
|
||||
|
||||
async def _update_with_docling(
|
||||
self, entity: Document, docling_document: DoclingDocument
|
||||
) -> Document:
|
||||
"""Update a document and regenerate its chunks."""
|
||||
# Delete existing chunks
|
||||
assert entity.id is not None, "Document ID is required for update"
|
||||
|
||||
# Snapshot table versions for versioned rollback
|
||||
versions = self.store.current_table_versions()
|
||||
|
||||
# Delete existing chunks before writing new ones
|
||||
await self.chunk_repository.delete_by_document_id(entity.id)
|
||||
|
||||
# Update the document
|
||||
updated_doc = await self.update(entity)
|
||||
try:
|
||||
# Update the document
|
||||
updated_doc = await self.update(entity)
|
||||
|
||||
# Create new chunks
|
||||
assert updated_doc.id is not None, "Document ID should not be None after update"
|
||||
await self.chunk_repository.create_chunks_for_document(
|
||||
updated_doc.id, docling_document
|
||||
)
|
||||
# Create new chunks
|
||||
assert updated_doc.id is not None, (
|
||||
"Document ID should not be None after update"
|
||||
)
|
||||
await self.chunk_repository.create_chunks_for_document(
|
||||
updated_doc.id, docling_document
|
||||
)
|
||||
|
||||
return updated_doc
|
||||
return updated_doc
|
||||
except Exception:
|
||||
# Roll back to the captured versions and re-raise
|
||||
self.store.restore_table_versions(versions)
|
||||
raise
|
||||
|
|
|
|||
94
tests/test_versioning.py
Normal file
94
tests/test_versioning.py
Normal file
|
|
@ -0,0 +1,94 @@
|
|||
import pytest
|
||||
|
||||
from haiku.rag.store.engine import Store
|
||||
from haiku.rag.store.models.document import Document
|
||||
from haiku.rag.store.repositories.chunk import ChunkRepository
|
||||
from haiku.rag.store.repositories.document import DocumentRepository
|
||||
from haiku.rag.utils import text_to_docling_document
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_version_rollback_on_create_failure(temp_db_path):
|
||||
store = Store(temp_db_path)
|
||||
repo = DocumentRepository(store)
|
||||
|
||||
# Ensure chunk repository is instantiated and stub embeddings to avoid network
|
||||
dim = repo.chunk_repository.embedder._vector_dim
|
||||
|
||||
async def fake_embed(x): # type: ignore[no-redef]
|
||||
if isinstance(x, list):
|
||||
return [[0.0] * dim for _ in x]
|
||||
return [0.0] * dim
|
||||
|
||||
repo.chunk_repository.embedder.embed = fake_embed # type: ignore[assignment]
|
||||
|
||||
# Patch create_chunks_for_document to succeed then fail, triggering rollback
|
||||
orig = repo.chunk_repository.create_chunks_for_document
|
||||
|
||||
async def succeed_then_fail(document_id, dl_doc): # noqa: ARG001
|
||||
await orig(document_id, dl_doc)
|
||||
raise RuntimeError("boom")
|
||||
|
||||
repo.chunk_repository.create_chunks_for_document = succeed_then_fail # type: ignore[assignment]
|
||||
|
||||
# Attempt to create document with chunks; expect failure and rollback
|
||||
content = "Hello, rollback!"
|
||||
doc = Document(content=content)
|
||||
dl_doc = text_to_docling_document(content, name="test.md")
|
||||
|
||||
with pytest.raises(RuntimeError):
|
||||
await repo._create_with_docling(doc, dl_doc)
|
||||
|
||||
# State should be restored (no documents/chunks)
|
||||
docs = await repo.list_all()
|
||||
assert len(docs) == 0
|
||||
chunks_repo = ChunkRepository(store)
|
||||
all_chunks = await chunks_repo.list_all()
|
||||
assert len(all_chunks) == 0
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_version_rollback_on_update_failure(temp_db_path):
|
||||
store = Store(temp_db_path)
|
||||
repo = DocumentRepository(store)
|
||||
|
||||
# Stub embeddings to avoid network
|
||||
dim = repo.chunk_repository.embedder._vector_dim
|
||||
|
||||
async def fake_embed(x): # type: ignore[no-redef]
|
||||
if isinstance(x, list):
|
||||
return [[0.0] * dim for _ in x]
|
||||
return [0.0] * dim
|
||||
|
||||
repo.chunk_repository.embedder.embed = fake_embed # type: ignore[assignment]
|
||||
|
||||
# Create a valid document first (with real chunking and stubbed embeddings)
|
||||
base_content = "Base content"
|
||||
base_doc = Document(content=base_content)
|
||||
base_dl = text_to_docling_document(base_content, name="base.md")
|
||||
created = await repo._create_with_docling(base_doc, base_dl)
|
||||
|
||||
# Force new chunk creation to fail during update after writing
|
||||
orig = repo.chunk_repository.create_chunks_for_document
|
||||
|
||||
async def succeed_then_fail(document_id, dl_doc): # noqa: ARG001
|
||||
await orig(document_id, dl_doc)
|
||||
raise RuntimeError("update fail")
|
||||
|
||||
repo.chunk_repository.create_chunks_for_document = succeed_then_fail # type: ignore[assignment]
|
||||
|
||||
# Attempt update
|
||||
updated_content = "Updated content"
|
||||
created.content = updated_content
|
||||
updated_dl = text_to_docling_document(updated_content, name="updated.md")
|
||||
|
||||
with pytest.raises(RuntimeError):
|
||||
await repo._update_with_docling(created, updated_dl)
|
||||
|
||||
# Content and chunks should remain the original
|
||||
persisted = await repo.get_by_id(created.id) # type: ignore[arg-type]
|
||||
assert persisted is not None
|
||||
assert persisted.content == base_content
|
||||
chunks_repo = ChunkRepository(store)
|
||||
original_chunks = await chunks_repo.get_by_document_id(created.id) # type: ignore[arg-type]
|
||||
assert len(original_chunks) > 0
|
||||
Loading…
Reference in a new issue