mirror of
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Incremental / large document loading (#659)
Tech spec
BlobStore (trustgraph-flow/trustgraph/librarian/blob_store.py):
- get_stream() - yields document content in chunks for streaming retrieval
- create_multipart_upload() - initializes S3 multipart upload, returns
upload_id
- upload_part() - uploads a single part, returns etag
- complete_multipart_upload() - finalizes upload with part etags
- abort_multipart_upload() - cancels and cleans up
Cassandra schema (trustgraph-flow/trustgraph/tables/library.py):
- New upload_session table with 24-hour TTL
- Index on user for listing sessions
- Prepared statements for all operations
- Methods: create_upload_session(), get_upload_session(),
update_upload_session_chunk(), delete_upload_session(),
list_upload_sessions()
- Schema extended with UploadSession, UploadProgress, and new
request/response fields
- Librarian methods: begin_upload, upload_chunk, complete_upload,
abort_upload, get_upload_status, list_uploads
- Service routing for all new operations
- Python SDK with transparent chunked upload:
- add_document() auto-switches to chunked for files > 10MB
- Progress callback support (on_progress)
- get_pending_uploads(), get_upload_status(), abort_upload(),
resume_upload()
- Document table: Added parent_id and document_type columns with index
- Document schema (knowledge/document.py): Added document_id field for
streaming retrieval
- Librarian operations:
- add-child-document for extracted PDF pages
- list-children to get child documents
- stream-document for chunked content retrieval
- Cascade delete removes children when parent is deleted
- list-documents filters children by default
- PDF decoder (decoding/pdf/pdf_decoder.py): Updated to stream large
documents from librarian API to temp file
- Librarian service (librarian/service.py): Sends document_id instead of
content for large PDFs (>2MB)
- Deprecated tools (load_pdf.py, load_text.py): Added deprecation
warnings directing users to tg-add-library-document +
tg-start-library-processing
Remove load_pdf and load_text utils
Move chunker/librarian comms to base class
Updating tests
This commit is contained in:
cybermaggedon
GitHub
parent
a38ca9474f
commit
a630e143ef
21 changed files with 3164 additions and 650 deletions
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@ -17,13 +17,17 @@ class MockAsyncProcessor:
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self.config_handlers = []
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self.id = params.get('id', 'test-service')
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self.specifications = []
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self.pubsub = MagicMock()
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self.taskgroup = params.get('taskgroup', MagicMock())
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class TestRecursiveChunkerSimple(IsolatedAsyncioTestCase):
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"""Test Recursive chunker functionality"""
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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def test_processor_initialization_basic(self):
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def test_processor_initialization_basic(self, mock_producer, mock_consumer):
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"""Test basic processor initialization"""
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# Arrange
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config = {
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@ -47,8 +51,10 @@ class TestRecursiveChunkerSimple(IsolatedAsyncioTestCase):
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if hasattr(spec, 'name') and spec.name in ['chunk-size', 'chunk-overlap']]
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assert len(param_specs) == 2
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_chunk_size_override(self):
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async def test_chunk_document_with_chunk_size_override(self, mock_producer, mock_consumer):
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"""Test chunk_document with chunk-size parameter override"""
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# Arrange
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config = {
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@ -79,8 +85,10 @@ class TestRecursiveChunkerSimple(IsolatedAsyncioTestCase):
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assert chunk_size == 2000 # Should use overridden value
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assert chunk_overlap == 100 # Should use default value
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_chunk_overlap_override(self):
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async def test_chunk_document_with_chunk_overlap_override(self, mock_producer, mock_consumer):
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"""Test chunk_document with chunk-overlap parameter override"""
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# Arrange
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config = {
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@ -111,8 +119,10 @@ class TestRecursiveChunkerSimple(IsolatedAsyncioTestCase):
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assert chunk_size == 1000 # Should use default value
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assert chunk_overlap == 200 # Should use overridden value
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_both_parameters_override(self):
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async def test_chunk_document_with_both_parameters_override(self, mock_producer, mock_consumer):
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"""Test chunk_document with both chunk-size and chunk-overlap overrides"""
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# Arrange
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config = {
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@ -143,9 +153,11 @@ class TestRecursiveChunkerSimple(IsolatedAsyncioTestCase):
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assert chunk_size == 1500 # Should use overridden value
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assert chunk_overlap == 150 # Should use overridden value
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.chunking.recursive.chunker.RecursiveCharacterTextSplitter')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_on_message_uses_flow_parameters(self, mock_splitter_class):
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async def test_on_message_uses_flow_parameters(self, mock_splitter_class, mock_producer, mock_consumer):
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"""Test that on_message method uses parameters from flow"""
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# Arrange
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mock_splitter = MagicMock()
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@ -174,6 +186,7 @@ class TestRecursiveChunkerSimple(IsolatedAsyncioTestCase):
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collection="test-collection"
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)
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mock_text_doc.text = b"This is test document content"
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mock_text_doc.document_id = "" # No librarian fetch needed
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mock_message.value.return_value = mock_text_doc
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# Mock consumer and flow with parameter overrides
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@ -202,8 +215,10 @@ class TestRecursiveChunkerSimple(IsolatedAsyncioTestCase):
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sent_chunk = mock_producer.send.call_args[0][0]
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assert isinstance(sent_chunk, Chunk)
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_no_overrides(self):
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async def test_chunk_document_with_no_overrides(self, mock_producer, mock_consumer):
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"""Test chunk_document when no parameters are overridden (flow returns None)"""
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# Arrange
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config = {
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@ -17,13 +17,17 @@ class MockAsyncProcessor:
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self.config_handlers = []
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self.id = params.get('id', 'test-service')
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self.specifications = []
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self.pubsub = MagicMock()
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self.taskgroup = params.get('taskgroup', MagicMock())
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class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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"""Test Token chunker functionality"""
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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def test_processor_initialization_basic(self):
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def test_processor_initialization_basic(self, mock_producer, mock_consumer):
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"""Test basic processor initialization"""
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# Arrange
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config = {
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@ -47,8 +51,10 @@ class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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if hasattr(spec, 'name') and spec.name in ['chunk-size', 'chunk-overlap']]
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assert len(param_specs) == 2
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_chunk_size_override(self):
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async def test_chunk_document_with_chunk_size_override(self, mock_producer, mock_consumer):
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"""Test chunk_document with chunk-size parameter override"""
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# Arrange
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config = {
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@ -79,8 +85,10 @@ class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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assert chunk_size == 400 # Should use overridden value
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assert chunk_overlap == 15 # Should use default value
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_chunk_overlap_override(self):
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async def test_chunk_document_with_chunk_overlap_override(self, mock_producer, mock_consumer):
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"""Test chunk_document with chunk-overlap parameter override"""
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# Arrange
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config = {
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@ -111,8 +119,10 @@ class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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assert chunk_size == 250 # Should use default value
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assert chunk_overlap == 25 # Should use overridden value
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_both_parameters_override(self):
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async def test_chunk_document_with_both_parameters_override(self, mock_producer, mock_consumer):
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"""Test chunk_document with both chunk-size and chunk-overlap overrides"""
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# Arrange
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config = {
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@ -143,9 +153,11 @@ class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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assert chunk_size == 350 # Should use overridden value
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assert chunk_overlap == 30 # Should use overridden value
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.chunking.token.chunker.TokenTextSplitter')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_on_message_uses_flow_parameters(self, mock_splitter_class):
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async def test_on_message_uses_flow_parameters(self, mock_splitter_class, mock_producer, mock_consumer):
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"""Test that on_message method uses parameters from flow"""
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# Arrange
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mock_splitter = MagicMock()
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@ -174,6 +186,7 @@ class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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collection="test-collection"
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)
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mock_text_doc.text = b"This is test document content for token chunking"
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mock_text_doc.document_id = "" # No librarian fetch needed
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mock_message.value.return_value = mock_text_doc
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# Mock consumer and flow with parameter overrides
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@ -206,8 +219,10 @@ class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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sent_chunk = mock_producer.send.call_args[0][0]
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assert isinstance(sent_chunk, Chunk)
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_chunk_document_with_no_overrides(self):
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async def test_chunk_document_with_no_overrides(self, mock_producer, mock_consumer):
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"""Test chunk_document when no parameters are overridden (flow returns None)"""
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# Arrange
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config = {
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@ -235,8 +250,10 @@ class TestTokenChunkerSimple(IsolatedAsyncioTestCase):
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assert chunk_size == 250 # Should use default value
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assert chunk_overlap == 15 # Should use default value
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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def test_token_chunker_uses_different_defaults(self):
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def test_token_chunker_uses_different_defaults(self, mock_producer, mock_consumer):
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"""Test that token chunker has different defaults than recursive chunker"""
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# Arrange & Act
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config = {
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@ -12,218 +12,165 @@ from trustgraph.decoding.pdf.pdf_decoder import Processor
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from trustgraph.schema import Document, TextDocument, Metadata
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class MockAsyncProcessor:
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def __init__(self, **params):
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self.config_handlers = []
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self.id = params.get('id', 'test-service')
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self.specifications = []
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self.pubsub = MagicMock()
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self.taskgroup = params.get('taskgroup', MagicMock())
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class TestPdfDecoderProcessor(IsolatedAsyncioTestCase):
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"""Test PDF decoder processor functionality"""
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@patch('trustgraph.base.flow_processor.FlowProcessor.__init__')
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async def test_processor_initialization(self, mock_flow_init):
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.Consumer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.Producer')
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_processor_initialization(self, mock_producer, mock_consumer, mock_cs_producer, mock_cs_consumer):
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"""Test PDF decoder processor initialization"""
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# Arrange
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mock_flow_init.return_value = None
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config = {
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'id': 'test-pdf-decoder',
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'taskgroup': AsyncMock()
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}
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# Act
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with patch.object(Processor, 'register_specification') as mock_register:
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processor = Processor(**config)
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processor = Processor(**config)
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# Assert
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mock_flow_init.assert_called_once()
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# Verify register_specification was called twice (consumer and producer)
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assert mock_register.call_count == 2
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# Check consumer spec
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consumer_call = mock_register.call_args_list[0]
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consumer_spec = consumer_call[0][0]
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assert consumer_spec.name == "input"
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assert consumer_spec.schema == Document
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assert consumer_spec.handler == processor.on_message
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# Check producer spec
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producer_call = mock_register.call_args_list[1]
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producer_spec = producer_call[0][0]
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assert producer_spec.name == "output"
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assert producer_spec.schema == TextDocument
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consumer_specs = [s for s in processor.specifications if hasattr(s, 'handler')]
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assert len(consumer_specs) >= 1
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assert consumer_specs[0].name == "input"
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assert consumer_specs[0].schema == Document
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.Consumer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.Producer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.PyPDFLoader')
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@patch('trustgraph.base.flow_processor.FlowProcessor.__init__')
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async def test_on_message_success(self, mock_flow_init, mock_pdf_loader_class):
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_on_message_success(self, mock_pdf_loader_class, mock_producer, mock_consumer, mock_cs_producer, mock_cs_consumer):
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"""Test successful PDF processing"""
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# Arrange
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mock_flow_init.return_value = None
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# Mock PDF content
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pdf_content = b"fake pdf content"
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pdf_base64 = base64.b64encode(pdf_content).decode('utf-8')
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# Mock PyPDFLoader
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mock_loader = MagicMock()
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mock_page1 = MagicMock(page_content="Page 1 content")
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mock_page2 = MagicMock(page_content="Page 2 content")
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mock_loader.load.return_value = [mock_page1, mock_page2]
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mock_pdf_loader_class.return_value = mock_loader
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# Mock message
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mock_metadata = Metadata(id="test-doc")
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mock_document = Document(metadata=mock_metadata, data=pdf_base64)
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mock_msg = MagicMock()
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mock_msg.value.return_value = mock_document
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# Mock flow - needs to be a callable that returns an object with send method
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# Mock flow
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mock_output_flow = AsyncMock()
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mock_flow = MagicMock(return_value=mock_output_flow)
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config = {
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'id': 'test-pdf-decoder',
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'taskgroup': AsyncMock()
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}
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with patch.object(Processor, 'register_specification'):
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processor = Processor(**config)
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processor = Processor(**config)
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# Act
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await processor.on_message(mock_msg, None, mock_flow)
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# Assert
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# Verify PyPDFLoader was called
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mock_pdf_loader_class.assert_called_once()
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mock_loader.load.assert_called_once()
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# Verify output was sent for each page
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assert mock_output_flow.send.call_count == 2
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# Check first page output
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first_call = mock_output_flow.send.call_args_list[0]
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first_output = first_call[0][0]
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assert isinstance(first_output, TextDocument)
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assert first_output.metadata == mock_metadata
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assert first_output.text == b"Page 1 content"
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# Check second page output
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second_call = mock_output_flow.send.call_args_list[1]
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second_output = second_call[0][0]
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assert isinstance(second_output, TextDocument)
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assert second_output.metadata == mock_metadata
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assert second_output.text == b"Page 2 content"
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@patch('trustgraph.base.chunking_service.Consumer')
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@patch('trustgraph.base.chunking_service.Producer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.Consumer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.Producer')
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@patch('trustgraph.decoding.pdf.pdf_decoder.PyPDFLoader')
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@patch('trustgraph.base.flow_processor.FlowProcessor.__init__')
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async def test_on_message_empty_pdf(self, mock_flow_init, mock_pdf_loader_class):
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@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
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async def test_on_message_empty_pdf(self, mock_pdf_loader_class, mock_producer, mock_consumer, mock_cs_producer, mock_cs_consumer):
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"""Test handling of empty PDF"""
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# Arrange
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mock_flow_init.return_value = None
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# Mock PDF content
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pdf_content = b"fake pdf content"
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pdf_base64 = base64.b64encode(pdf_content).decode('utf-8')
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# Mock PyPDFLoader with no pages
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mock_loader = MagicMock()
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mock_loader.load.return_value = []
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mock_pdf_loader_class.return_value = mock_loader
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# Mock message
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mock_metadata = Metadata(id="test-doc")
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mock_document = Document(metadata=mock_metadata, data=pdf_base64)
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mock_msg = MagicMock()
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mock_msg.value.return_value = mock_document
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# Mock flow - needs to be a callable that returns an object with send method
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mock_output_flow = AsyncMock()
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mock_flow = MagicMock(return_value=mock_output_flow)
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config = {
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'id': 'test-pdf-decoder',
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'taskgroup': AsyncMock()
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}
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with patch.object(Processor, 'register_specification'):
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processor = Processor(**config)
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processor = Processor(**config)
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# Act
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||||
await processor.on_message(mock_msg, None, mock_flow)
|
||||
|
||||
# Assert
|
||||
# Verify PyPDFLoader was called
|
||||
mock_pdf_loader_class.assert_called_once()
|
||||
mock_loader.load.assert_called_once()
|
||||
|
||||
# Verify no output was sent
|
||||
mock_output_flow.send.assert_not_called()
|
||||
|
||||
@patch('trustgraph.base.chunking_service.Consumer')
|
||||
@patch('trustgraph.base.chunking_service.Producer')
|
||||
@patch('trustgraph.decoding.pdf.pdf_decoder.Consumer')
|
||||
@patch('trustgraph.decoding.pdf.pdf_decoder.Producer')
|
||||
@patch('trustgraph.decoding.pdf.pdf_decoder.PyPDFLoader')
|
||||
@patch('trustgraph.base.flow_processor.FlowProcessor.__init__')
|
||||
async def test_on_message_unicode_content(self, mock_flow_init, mock_pdf_loader_class):
|
||||
@patch('trustgraph.base.async_processor.AsyncProcessor', MockAsyncProcessor)
|
||||
async def test_on_message_unicode_content(self, mock_pdf_loader_class, mock_producer, mock_consumer, mock_cs_producer, mock_cs_consumer):
|
||||
"""Test handling of unicode content in PDF"""
|
||||
# Arrange
|
||||
mock_flow_init.return_value = None
|
||||
|
||||
# Mock PDF content
|
||||
pdf_content = b"fake pdf content"
|
||||
pdf_base64 = base64.b64encode(pdf_content).decode('utf-8')
|
||||
|
||||
# Mock PyPDFLoader with unicode content
|
||||
|
||||
mock_loader = MagicMock()
|
||||
mock_page = MagicMock(page_content="Page with unicode: 你好世界 🌍")
|
||||
mock_loader.load.return_value = [mock_page]
|
||||
mock_pdf_loader_class.return_value = mock_loader
|
||||
|
||||
# Mock message
|
||||
|
||||
mock_metadata = Metadata(id="test-doc")
|
||||
mock_document = Document(metadata=mock_metadata, data=pdf_base64)
|
||||
mock_msg = MagicMock()
|
||||
mock_msg.value.return_value = mock_document
|
||||
|
||||
# Mock flow - needs to be a callable that returns an object with send method
|
||||
|
||||
mock_output_flow = AsyncMock()
|
||||
mock_flow = MagicMock(return_value=mock_output_flow)
|
||||
|
||||
|
||||
config = {
|
||||
'id': 'test-pdf-decoder',
|
||||
'taskgroup': AsyncMock()
|
||||
}
|
||||
|
||||
with patch.object(Processor, 'register_specification'):
|
||||
processor = Processor(**config)
|
||||
processor = Processor(**config)
|
||||
|
||||
# Act
|
||||
await processor.on_message(mock_msg, None, mock_flow)
|
||||
|
||||
# Assert
|
||||
# Verify output was sent
|
||||
mock_output_flow.send.assert_called_once()
|
||||
|
||||
# Check output
|
||||
call_args = mock_output_flow.send.call_args[0][0]
|
||||
assert isinstance(call_args, TextDocument)
|
||||
assert call_args.text == "Page with unicode: 你好世界 🌍".encode('utf-8')
|
||||
|
||||
@patch('trustgraph.base.flow_processor.FlowProcessor.add_args')
|
||||
def test_add_args(self, mock_parent_add_args):
|
||||
"""Test add_args calls parent method"""
|
||||
# Arrange
|
||||
mock_parser = MagicMock()
|
||||
|
||||
# Act
|
||||
Processor.add_args(mock_parser)
|
||||
|
||||
# Assert
|
||||
mock_parent_add_args.assert_called_once_with(mock_parser)
|
||||
|
||||
@patch('trustgraph.decoding.pdf.pdf_decoder.Processor.launch')
|
||||
def test_run(self, mock_launch):
|
||||
"""Test run function"""
|
||||
# Act
|
||||
from trustgraph.decoding.pdf.pdf_decoder import run
|
||||
run()
|
||||
|
||||
# Assert
|
||||
mock_launch.assert_called_once_with("pdf-decoder",
|
||||
"\nSimple decoder, accepts PDF documents on input, outputs pages from the\nPDF document as text as separate output objects.\n")
|
||||
mock_launch.assert_called_once_with("pdf-decoder",
|
||||
"\nSimple decoder, accepts PDF documents on input, outputs pages from the\nPDF document as text as separate output objects.\n\nSupports both inline document data and fetching from librarian via Pulsar\nfor large documents.\n")
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
pytest.main([__file__])
|
||||
pytest.main([__file__])
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue