haiku.rag/src/haiku/rag/monitor.py

141 lines
5 KiB
Python

import logging
from pathlib import Path
from typing import TYPE_CHECKING
import pathspec
from pathspec.patterns.gitwildmatch import GitWildMatchPattern
from watchfiles import Change, DefaultFilter, awatch
from haiku.rag.client import HaikuRAG
from haiku.rag.config import AppConfig, Config
from haiku.rag.store.models.document import Document
if TYPE_CHECKING:
pass
logger = logging.getLogger(__name__)
class FileFilter(DefaultFilter):
def __init__(
self,
*,
ignore_patterns: list[str] | None = None,
include_patterns: list[str] | None = None,
) -> None:
# Lazy import to avoid loading docling
from haiku.rag.reader import FileReader
self.extensions = tuple(FileReader.extensions)
self.ignore_spec = (
pathspec.PathSpec.from_lines(GitWildMatchPattern, ignore_patterns)
if ignore_patterns
else None
)
self.include_spec = (
pathspec.PathSpec.from_lines(GitWildMatchPattern, include_patterns)
if include_patterns
else None
)
super().__init__()
def __call__(self, change: Change, path: str) -> bool:
if not self.include_file(path):
return False
# Apply default watchfiles filter
return super().__call__(change, path)
def include_file(self, path: str) -> bool:
"""Check if a file should be included based on filters."""
# Check extension filter
if not path.endswith(self.extensions):
return False
# Apply include patterns if specified (whitelist mode)
if self.include_spec:
if not self.include_spec.match_file(path):
return False
# Apply ignore patterns (blacklist mode)
if self.ignore_spec:
if self.ignore_spec.match_file(path):
return False
return True
class FileWatcher:
def __init__(
self,
client: HaikuRAG,
config: AppConfig = Config,
):
self.paths = config.monitor.directories
self.client = client
self.ignore_patterns = config.monitor.ignore_patterns or None
self.include_patterns = config.monitor.include_patterns or None
async def observe(self):
logger.info(f"Watching files in {self.paths}")
filter = FileFilter(
ignore_patterns=self.ignore_patterns, include_patterns=self.include_patterns
)
await self.refresh()
async for changes in awatch(*self.paths, watch_filter=filter):
await self.handler(changes)
async def handler(self, changes: set[tuple[Change, str]]):
for change, path in changes:
if change == Change.added or change == Change.modified:
await self._upsert_document(Path(path))
elif change == Change.deleted:
await self._delete_document(Path(path))
async def refresh(self):
# Lazy import to avoid loading docling
from haiku.rag.reader import FileReader
# Create filter to apply same logic as observe()
filter = FileFilter(
ignore_patterns=self.ignore_patterns, include_patterns=self.include_patterns
)
for path in self.paths:
for f in Path(path).rglob("**/*"):
if f.is_file() and f.suffix in FileReader.extensions:
# Apply pattern filters
if filter(Change.added, str(f)):
await self._upsert_document(f)
async def _upsert_document(self, file: Path) -> Document | None:
try:
uri = file.as_uri()
existing_doc = await self.client.get_document_by_uri(uri)
if existing_doc:
result = await self.client.create_document_from_source(str(file))
# Since we're passing a file (not directory), result should be a single Document
doc = result if isinstance(result, Document) else result[0]
logger.info(f"Updated document {existing_doc.id} from {file}")
return doc
else:
result = await self.client.create_document_from_source(str(file))
# Since we're passing a file (not directory), result should be a single Document
doc = result if isinstance(result, Document) else result[0]
logger.info(f"Created new document {doc.id} from {file}")
return doc
except Exception as e:
logger.error(f"Failed to upsert document from {file}: {e}")
return None
async def _delete_document(self, file: Path):
try:
uri = file.as_uri()
existing_doc = await self.client.get_document_by_uri(uri)
if existing_doc and existing_doc.id:
await self.client.delete_document(existing_doc.id)
logger.info(f"Deleted document {existing_doc.id} for {file}")
except Exception as e:
logger.error(f"Failed to delete document for {file}: {e}")