added error saving vector store (#2081)

* added error saving vector store

* fixed code formating

* added tests for embedding pipeline

application/parser/embedding_pipeline.py

@@ -1,5 +1,6 @@
 import os
 import logging
+from typing import List, Any
 from retry import retry
 from tqdm import tqdm
 from application.core.settings import settings
@@ -22,13 +23,16 @@ def sanitize_content(content: str) -> str:
 
 
 @retry(tries=10, delay=60)
-def add_text_to_store_with_retry(store, doc, source_id):
+def add_text_to_store_with_retry(store: Any, doc: Any, source_id: str) -> None:
-    """
+    """Add a document's text and metadata to the vector store with retry logic.
-    Add a document's text and metadata to the vector store with retry logic.
+    
     Args:
         store: The vector store object.
         doc: The document to be added.
         source_id: Unique identifier for the source.
+        
+    Raises:
+        Exception: If document addition fails after all retry attempts.
     """
     try:
         # Sanitize content to remove NUL characters that cause ingestion failures
@@ -41,18 +45,21 @@ def add_text_to_store_with_retry(store, doc, source_id):
         raise
 
 
-def embed_and_store_documents(docs, folder_name, source_id, task_status):
+def embed_and_store_documents(docs: List[Any], folder_name: str, source_id: str, task_status: Any) -> None:
-    """
+    """Embeds documents and stores them in a vector store.
-    Embeds documents and stores them in a vector store.
 
     Args:
-        docs (list): List of documents to be embedded and stored.
+        docs: List of documents to be embedded and stored.
-        folder_name (str): Directory to save the vector store.
+        folder_name: Directory to save the vector store.
-        source_id (str): Unique identifier for the source.
+        source_id: Unique identifier for the source.
         task_status: Task state manager for progress updates.
 
     Returns:
         None
+        
+    Raises:
+        OSError: If unable to create folder or save vector store.
+        Exception: If vector store creation or document embedding fails.
     """
     # Ensure the folder exists
     if not os.path.exists(folder_name):
@@ -95,10 +102,21 @@ def embed_and_store_documents(docs, folder_name, source_id, task_status):
         except Exception as e:
             logging.error(f"Error embedding document {idx}: {e}", exc_info=True)
             logging.info(f"Saving progress at document {idx} out of {total_docs}")
+            try:
                 store.save_local(folder_name)
+                logging.info("Progress saved successfully")
+            except Exception as save_error:
+                logging.error(f"CRITICAL: Failed to save progress: {save_error}", exc_info=True)
+                # Continue without breaking to attempt final save
             break
 
     # Save the vector store
     if settings.VECTOR_STORE == "faiss":
+        try:
             store.save_local(folder_name)
             logging.info("Vector store saved successfully.")
+        except Exception as e:
+            logging.error(f"CRITICAL: Failed to save final vector store: {e}", exc_info=True)
+            raise OSError(f"Unable to save vector store to {folder_name}: {e}") from e
+    else:
+        logging.info("Vector store saved successfully.")

tests/parser/file/test_embedding_pipeline.py

@@ -0,0 +1,138 @@
+import pytest
+import logging
+from unittest.mock import patch, MagicMock
+
+from application.parser.embedding_pipeline import (
+    sanitize_content,
+    add_text_to_store_with_retry,
+    embed_and_store_documents,
+)
+
+
+
+def test_sanitize_content_removes_nulls():
+    content = "This\x00is\x00a\x00test"
+    result = sanitize_content(content)
+    assert "\x00" not in result
+    assert result == "Thisisatest"
+
+
+def test_sanitize_content_empty_or_none():
+    assert sanitize_content("") == ""
+    assert sanitize_content(None) is None
+
+
+
+def test_add_text_to_store_with_retry_success():
+    store = MagicMock()
+    doc = MagicMock()
+    doc.page_content = "Test content"
+    doc.metadata = {}
+
+    add_text_to_store_with_retry(store, doc, "123")
+
+    store.add_texts.assert_called_once_with(
+        ["Test content"], metadatas=[{"source_id": "123"}]
+    )
+
+
+@pytest.fixture
+def mock_settings(monkeypatch):
+    mock_settings = MagicMock()
+    monkeypatch.setattr(
+        "application.parser.embedding_pipeline.settings", mock_settings
+    )
+    return mock_settings
+
+
+@pytest.fixture
+def mock_vector_creator(monkeypatch):
+    mock_creator = MagicMock()
+    monkeypatch.setattr(
+        "application.parser.embedding_pipeline.VectorCreator", mock_creator
+    )
+    return mock_creator
+
+
+
+def test_embed_and_store_documents_creates_folder(tmp_path, mock_settings, mock_vector_creator):
+    mock_settings.VECTOR_STORE = "faiss"
+
+    docs = [MagicMock(page_content="doc1", metadata={}), MagicMock(page_content="doc2", metadata={})]
+    folder_name = tmp_path / "test_store"
+    source_id = "xyz"
+    task_status = MagicMock()
+
+    mock_store = MagicMock()
+    mock_vector_creator.create_vectorstore.return_value = mock_store
+
+    embed_and_store_documents(docs, str(folder_name), source_id, task_status)
+
+    assert folder_name.exists()
+    mock_vector_creator.create_vectorstore.assert_called_once()
+    mock_store.save_local.assert_called_once_with(str(folder_name))
+    task_status.update_state.assert_called()
+
+
+def test_embed_and_store_documents_non_faiss(tmp_path, mock_settings, mock_vector_creator):
+    mock_settings.VECTOR_STORE = "chromadb"
+
+    docs = [MagicMock(page_content="doc1", metadata={}), MagicMock(page_content="doc2", metadata={})]
+    folder_name = tmp_path / "chromadb_store"
+    source_id = "test123"
+    task_status = MagicMock()
+
+    mock_store = MagicMock()
+    mock_vector_creator.create_vectorstore.return_value = mock_store
+
+    embed_and_store_documents(docs, str(folder_name), source_id, task_status)
+
+    mock_store.delete_index.assert_called_once()
+    task_status.update_state.assert_called()
+    assert folder_name.exists()
+
+
+@patch("application.parser.embedding_pipeline.add_text_to_store_with_retry")
+def test_embed_and_store_documents_partial_failure(
+    mock_add_retry, tmp_path, mock_settings, mock_vector_creator, caplog
+):
+    mock_settings.VECTOR_STORE = "faiss"
+
+    docs = [MagicMock(page_content="good", metadata={}), MagicMock(page_content="bad", metadata={})]
+    folder_name = tmp_path / "partial_fail"
+    source_id = "id123"
+    task_status = MagicMock()
+
+    mock_store = MagicMock()
+    mock_vector_creator.create_vectorstore.return_value = mock_store
+
+    # First document succeeds, second fails
+    def side_effect(*args, **kwargs):
+        if "bad" in args[1].page_content:
+            raise Exception("Embedding failed")
+    mock_add_retry.side_effect = side_effect
+
+    with caplog.at_level(logging.ERROR):
+        embed_and_store_documents(docs, str(folder_name), source_id, task_status)
+
+    assert "Error embedding document" in caplog.text
+    mock_store.save_local.assert_called()
+
+
+def test_embed_and_store_documents_save_fails_raises_oserror(
+    tmp_path, mock_settings, mock_vector_creator
+):
+    mock_settings.VECTOR_STORE = "faiss"
+
+    docs = [MagicMock(page_content="good", metadata={})]
+    folder_name = tmp_path / "save_fail"
+    source_id = "id789"
+    task_status = MagicMock()
+
+    mock_store = MagicMock()
+    mock_store.save_local.side_effect = Exception("Disk full")
+    mock_vector_creator.create_vectorstore.return_value = mock_store
+
+    with pytest.raises(OSError, match="Unable to save vector store"):
+        embed_and_store_documents(docs, str(folder_name), source_id, task_status)
+