privateGPT/scripts/ingest_folder.py
Pablo Orgaz 022bd718e3
fix: Remove global state (#1216)
* Remove all global settings state

* chore: remove autogenerated class

* chore: cleanup

* chore: merge conflicts
2023-11-12 22:20:36 +01:00

90 lines
2.7 KiB
Python

import argparse
import logging
from pathlib import Path
from private_gpt.di import global_injector
from private_gpt.server.ingest.ingest_service import IngestService
from private_gpt.server.ingest.ingest_watcher import IngestWatcher
logger = logging.getLogger(__name__)
ingest_service = global_injector.get(IngestService)
parser = argparse.ArgumentParser(prog="ingest_folder.py")
parser.add_argument("folder", help="Folder to ingest")
parser.add_argument(
"--watch",
help="Watch for changes",
action=argparse.BooleanOptionalAction,
default=False,
)
parser.add_argument(
"--log-file",
help="Optional path to a log file. If provided, logs will be written to this file.",
type=str,
default=None,
)
args = parser.parse_args()
# Set up logging to a file if a path is provided
if args.log_file:
file_handler = logging.FileHandler(args.log_file, mode="a")
file_handler.setFormatter(
logging.Formatter(
"[%(asctime)s.%(msecs)03d] [%(levelname)s] %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
)
)
logger.addHandler(file_handler)
total_documents = 0
current_document_count = 0
def count_documents(folder_path: Path) -> None:
global total_documents
for file_path in folder_path.iterdir():
if file_path.is_file():
total_documents += 1
elif file_path.is_dir():
count_documents(file_path)
def _recursive_ingest_folder(folder_path: Path) -> None:
global current_document_count, total_documents
for file_path in folder_path.iterdir():
if file_path.is_file():
current_document_count += 1
progress_msg = f"Document {current_document_count} of {total_documents} ({(current_document_count / total_documents) * 100:.2f}%)"
logger.info(progress_msg)
_do_ingest(file_path)
elif file_path.is_dir():
_recursive_ingest_folder(file_path)
def _do_ingest(changed_path: Path) -> None:
try:
if changed_path.exists():
logger.info(f"Started ingesting {changed_path}")
ingest_service.ingest(changed_path.name, changed_path)
logger.info(f"Completed ingesting {changed_path}")
except Exception:
logger.exception(
f"Failed to ingest document: {changed_path}, find the exception attached"
)
path = Path(args.folder)
if not path.exists():
raise ValueError(f"Path {args.folder} does not exist")
# Count total documents before ingestion
count_documents(path)
_recursive_ingest_folder(path)
if args.watch:
logger.info(f"Watching {args.folder} for changes, press Ctrl+C to stop...")
watcher = IngestWatcher(args.folder, _do_ingest)
watcher.start()