Files
mcp-nextcloud/nextcloud_mcp_server/document_processors/custom_http.py
T
Chris CoutinhoandClaude 2147fc1696 refactor: Transform document parsing into pluggable processor architecture
Refactors PR #190's hardcoded Unstructured.io integration into a flexible,
extensible plugin system supporting multiple text extraction engines.

- **`DocumentProcessor` ABC**: Abstract interface for all processors
- **`ProcessorRegistry`**: Central registry for discovery and routing
- **`ProcessingResult`**: Standardized output format across processors

- **`UnstructuredProcessor`**: Refactored from `UnstructuredClient`
- **`TesseractProcessor`**: Local OCR for images (lightweight alternative)
- **`CustomHTTPProcessor`**: Generic wrapper for custom HTTP APIs

- New `get_document_processor_config()` returns structured config
- Supports enabling/disabling individual processors
- Per-processor configuration via environment variables
- **Breaking Change**: `ENABLE_UNSTRUCTURED_PARSING` replaced with:
  - `ENABLE_DOCUMENT_PROCESSING=true/false` (master switch)
  - `ENABLE_UNSTRUCTURED=true/false` (per-processor)
  - `ENABLE_TESSERACT=true/false`
  - `ENABLE_CUSTOM_PROCESSOR=true/false`

- `parse_document()` now uses `ProcessorRegistry`
- Auto-selects appropriate processor based on MIME type
- Processor priority system (Unstructured=10, Tesseract=5, Custom=1)

- `initialize_document_processors()` registers processors at startup
- Integrated into both BasicAuth and OAuth lifespans
- Graceful degradation if processors fail to initialize

```env
ENABLE_DOCUMENT_PROCESSING=false

ENABLE_UNSTRUCTURED=false
UNSTRUCTURED_API_URL=http://unstructured:8000
UNSTRUCTURED_STRATEGY=auto  # auto|fast|hi_res
UNSTRUCTURED_LANGUAGES=eng,deu

ENABLE_TESSERACT=false
TESSERACT_LANG=eng

ENABLE_CUSTOM_PROCESSOR=false
CUSTOM_PROCESSOR_URL=http://localhost:9000/process
CUSTOM_PROCESSOR_TYPES=application/pdf,image/jpeg
```

- **Removed**: `tests/test_unstructured_config.py` (legacy tests)
- **Added**: `tests/unit/test_document_processor_config.py`
  - 7 unit tests for new config system
  - Tests individual and multi-processor configurations

- **Added**:
  - `nextcloud_mcp_server/document_processors/__init__.py`
  - `nextcloud_mcp_server/document_processors/base.py`
  - `nextcloud_mcp_server/document_processors/registry.py`
  - `nextcloud_mcp_server/document_processors/unstructured.py`
  - `nextcloud_mcp_server/document_processors/tesseract.py`
  - `nextcloud_mcp_server/document_processors/custom_http.py`
  - `tests/unit/test_document_processor_config.py`

- **Modified**:
  - `nextcloud_mcp_server/config.py` - New plugin config system
  - `nextcloud_mcp_server/app.py` - Processor initialization
  - `nextcloud_mcp_server/utils/document_parser.py` - Uses registry
  - `nextcloud_mcp_server/server/webdav.py` - Import updates
  - `env.sample` - New configuration format
  - `docker-compose.yml` - (profile changes from previous work)

- **Removed**:
  - `nextcloud_mcp_server/client/unstructured_client.py` - Replaced by UnstructuredProcessor
  - `tests/test_unstructured_config.py` - Replaced with new tests

 **Extensible**: Add processors without modifying core code
 **Testable**: Mock processors for unit tests
 **Configurable**: Enable only needed processors
 **Flexible**: Choose fast (Tesseract) vs accurate (Unstructured)
 **Opt-in**: Disabled by default, no mandatory dependencies

Users upgrading from PR #190 need to update environment variables:
```bash
ENABLE_UNSTRUCTURED_PARSING=true

ENABLE_DOCUMENT_PROCESSING=true
ENABLE_UNSTRUCTURED=true
```

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-25 19:28:35 +02:00

147 lines
4.7 KiB
Python

"""Generic HTTP API processor wrapper for custom document processing services."""
import logging
from typing import Any, Optional
import httpx
from .base import DocumentProcessor, ProcessingResult, ProcessorError
logger = logging.getLogger(__name__)
class CustomHTTPProcessor(DocumentProcessor):
"""Generic HTTP API processor wrapper.
Allows integration with any custom document processing API that follows
a simple request/response pattern. This makes it easy to integrate your
own text extraction services without writing a full processor.
Expected API Contract:
- POST request with file as multipart/form-data
- Response: {"text": "extracted text", "metadata": {...}}
Example:
processor = CustomHTTPProcessor(
name="my_ocr",
api_url="https://my-ocr-service.com/process",
api_key="secret",
supported_types={"application/pdf", "image/jpeg"},
)
result = await processor.process(pdf_bytes, "application/pdf")
"""
def __init__(
self,
api_url: str,
api_key: Optional[str] = None,
timeout: int = 60,
supported_types: Optional[set[str]] = None,
name: str = "custom",
):
"""Initialize custom HTTP processor.
Args:
api_url: Your API endpoint (should accept POST with multipart/form-data)
api_key: Optional API key for authentication (sent as Bearer token)
timeout: Request timeout in seconds (default: 60)
supported_types: MIME types your API supports
name: Unique name for this processor (default: "custom")
"""
self.api_url = api_url
self.api_key = api_key
self.timeout = timeout
self._name = name
self._supported_types = supported_types or set()
logger.info(f"Initialized CustomHTTPProcessor: {name} -> {api_url}")
@property
def name(self) -> str:
return self._name
@property
def supported_mime_types(self) -> set[str]:
return self._supported_types
async def process(
self,
content: bytes,
content_type: str,
filename: Optional[str] = None,
options: Optional[dict[str, Any]] = None,
) -> ProcessingResult:
"""Process via custom HTTP API.
Args:
content: Document bytes
content_type: MIME type
filename: Optional filename
options: Custom options (passed as form data to API)
Returns:
ProcessingResult with extracted text and metadata
Raises:
ProcessorError: If API call fails
"""
options = options or {}
# Prepare request
files = {"file": (filename or "document", content, content_type)}
headers = {}
if self.api_key:
headers["Authorization"] = f"Bearer {self.api_key}"
try:
async with httpx.AsyncClient(timeout=self.timeout) as client:
response = await client.post(
self.api_url,
files=files,
headers=headers,
data=options, # Pass options as form data
)
response.raise_for_status()
# Parse response
result = response.json()
text = result.get("text", "")
metadata = result.get("metadata", {})
logger.debug(
f"Custom processor '{self.name}' extracted {len(text)} characters"
)
return ProcessingResult(
text=text,
metadata=metadata,
processor=self.name,
success=True,
)
except httpx.HTTPError as e:
logger.error(f"Custom processor '{self.name}' HTTP error: {e}")
raise ProcessorError(f"API call failed: {str(e)}") from e
except Exception as e:
logger.error(f"Custom processor '{self.name}' failed: {e}")
raise ProcessorError(f"Processing failed: {str(e)}") from e
async def health_check(self) -> bool:
"""Check if custom API is available.
Returns:
True if API responds with status < 500
"""
try:
async with httpx.AsyncClient(timeout=5) as client:
# Try GET request to check availability
response = await client.get(
self.api_url,
headers={"User-Agent": "nextcloud-mcp-server"},
)
return response.status_code < 500
except Exception as e:
logger.warning(f"Custom processor '{self.name}' health check failed: {e}")
return False