Tests for docling-serve chunker

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Yiorgis Gozadinos 2025-11-17 12:01:08 +02:00
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@ -1,9 +1,12 @@
from unittest.mock import Mock, patch
import pytest
from datasets import Dataset
from transformers import AutoTokenizer
from haiku.rag.chunkers import get_chunker
from haiku.rag.chunkers.docling_local import DoclingLocalChunker
from haiku.rag.chunkers.docling_serve import DoclingServeChunker
from haiku.rag.config import AppConfig, Config
from haiku.rag.converters import get_converter
@ -137,3 +140,171 @@ async def test_local_chunker_markdown_tables():
table_content = [chunk for chunk in chunks_narrative if "Value" in chunk][0]
# Narrative format uses commas, not pipes for table structure
assert "," in table_content and "|" not in table_content
def test_get_chunker_docling_serve():
"""Test factory returns DoclingServeChunker for docling-serve."""
config = AppConfig()
config.processing.chunker = "docling-serve"
chunker = get_chunker(config)
assert isinstance(chunker, DoclingServeChunker)
class TestDoclingServeChunker:
"""Tests for DoclingServeChunker (mocked)."""
@pytest.fixture
def config(self):
"""Create test configuration."""
config = AppConfig()
config.providers.docling_serve.base_url = "http://localhost:5001"
config.providers.docling_serve.api_key = ""
config.providers.docling_serve.timeout = 300
config.processing.chunk_size = 256
config.processing.chunking_tokenizer = "Qwen/Qwen3-Embedding-0.6B"
return config
@pytest.fixture
def chunker(self, config):
"""Create DoclingServeChunker instance."""
return DoclingServeChunker(config)
@pytest.mark.asyncio
@patch("haiku.rag.chunkers.docling_serve.requests.post")
async def test_chunk_success(self, mock_post, chunker):
"""Test successful chunking via docling-serve."""
mock_response = Mock()
mock_response.status_code = 200
mock_response.json.return_value = {
"chunks": [
{"text": "Chunk 1", "chunk_index": 0},
{"text": "Chunk 2", "chunk_index": 1},
]
}
mock_post.return_value = mock_response
# Create a simple document
converter = get_converter(Config)
doc = converter.convert_text("# Test\n\nContent", name="test.md")
chunks = await chunker.chunk(doc)
assert len(chunks) == 2
assert chunks[0] == "Chunk 1"
assert chunks[1] == "Chunk 2"
mock_post.assert_called_once()
@pytest.mark.asyncio
@patch("haiku.rag.chunkers.docling_serve.requests.post")
async def test_chunk_with_api_key(self, mock_post, config):
"""Test that API key is included in request headers."""
config.providers.docling_serve.api_key = "test-key"
chunker = DoclingServeChunker(config)
mock_response = Mock()
mock_response.status_code = 200
mock_response.json.return_value = {
"chunks": [{"text": "Chunk 1", "chunk_index": 0}]
}
mock_post.return_value = mock_response
converter = get_converter(Config)
doc = converter.convert_text("# Test", name="test.md")
await chunker.chunk(doc)
call_kwargs = mock_post.call_args.kwargs
assert "headers" in call_kwargs
assert call_kwargs["headers"]["X-Api-Key"] == "test-key"
@pytest.mark.asyncio
@patch("haiku.rag.chunkers.docling_serve.requests.post")
async def test_chunk_hierarchical_endpoint(self, mock_post, config):
"""Test that hierarchical chunker uses correct endpoint."""
config.processing.chunker_type = "hierarchical"
chunker = DoclingServeChunker(config)
mock_response = Mock()
mock_response.status_code = 200
mock_response.json.return_value = {
"chunks": [{"text": "Chunk 1", "chunk_index": 0}]
}
mock_post.return_value = mock_response
converter = get_converter(Config)
doc = converter.convert_text("# Test", name="test.md")
await chunker.chunk(doc)
call_args = mock_post.call_args
assert "/v1/chunk/hierarchical/file" in call_args[0][0]
@pytest.mark.asyncio
@patch("haiku.rag.chunkers.docling_serve.requests.post")
async def test_chunk_passes_config_parameters(self, mock_post, config):
"""Test that all config parameters are passed to API."""
config.processing.chunk_size = 512
config.processing.chunking_merge_peers = False
config.processing.chunking_use_markdown_tables = True
chunker = DoclingServeChunker(config)
mock_response = Mock()
mock_response.status_code = 200
mock_response.json.return_value = {
"chunks": [{"text": "Chunk 1", "chunk_index": 0}]
}
mock_post.return_value = mock_response
converter = get_converter(Config)
doc = converter.convert_text("# Test", name="test.md")
await chunker.chunk(doc)
call_kwargs = mock_post.call_args.kwargs
data = call_kwargs["data"]
assert data["chunking_max_tokens"] == "512"
assert data["chunking_merge_peers"] == "false"
assert data["chunking_use_markdown_tables"] == "true"
@pytest.mark.asyncio
@patch("haiku.rag.chunkers.docling_serve.requests.post")
async def test_chunk_connection_error(self, mock_post, chunker):
"""Test handling of connection errors."""
import requests
mock_post.side_effect = requests.exceptions.ConnectionError("Connection failed")
converter = get_converter(Config)
doc = converter.convert_text("# Test", name="test.md")
with pytest.raises(ValueError, match="Could not connect to docling-serve"):
await chunker.chunk(doc)
@pytest.mark.asyncio
@patch("haiku.rag.chunkers.docling_serve.requests.post")
async def test_chunk_timeout_error(self, mock_post, chunker):
"""Test handling of timeout errors."""
import requests
mock_post.side_effect = requests.exceptions.Timeout("Timeout")
converter = get_converter(Config)
doc = converter.convert_text("# Test", name="test.md")
with pytest.raises(ValueError, match="timed out"):
await chunker.chunk(doc)
@pytest.mark.asyncio
@patch("haiku.rag.chunkers.docling_serve.requests.post")
async def test_chunk_auth_error(self, mock_post, chunker):
"""Test handling of authentication errors."""
import requests
mock_response = Mock()
mock_response.status_code = 401
mock_response.raise_for_status.side_effect = requests.exceptions.HTTPError(
response=mock_response
)
mock_post.return_value = mock_response
converter = get_converter(Config)
doc = converter.convert_text("# Test", name="test.md")
with pytest.raises(ValueError, match="Authentication failed"):
await chunker.chunk(doc)