open-webui/backend/apps/web/routers/utils.py
2023-12-23 23:05:52 -08:00

130 lines
3.7 KiB
Python

from fastapi import APIRouter, UploadFile, File, BackgroundTasks
from fastapi import Depends, HTTPException, status
from starlette.responses import StreamingResponse
from pydantic import BaseModel
from utils.misc import calculate_sha256
import requests
import os
import asyncio
import json
from config import OLLAMA_API_BASE_URL
router = APIRouter()
class UploadBlobForm(BaseModel):
filename: str
from urllib.parse import urlparse
def parse_huggingface_url(hf_url):
# Parse the URL
parsed_url = urlparse(hf_url)
# Get the path and split it into components
path_components = parsed_url.path.split("/")
# Extract the desired output
user_repo = "/".join(path_components[1:3])
model_file = path_components[-1]
return [user_repo, model_file]
def download_file_stream(url, file_path, chunk_size=1024 * 1024):
done = False
if os.path.exists(file_path):
current_size = os.path.getsize(file_path)
else:
current_size = 0
headers = {"Range": f"bytes={current_size}-"} if current_size > 0 else {}
with requests.get(url, headers=headers, stream=True) as response:
total_size = int(response.headers.get("content-length", 0)) + current_size
with open(file_path, "ab") as file:
for data in response.iter_content(chunk_size=chunk_size):
current_size += len(data)
file.write(data)
done = current_size == total_size
progress = round((current_size / total_size) * 100, 2)
yield f'data: {{"progress": {progress}, "current": {current_size}, "total": {total_size}}}\n\n'
@router.get("/download")
async def download(
url: str = "https://huggingface.co/TheBloke/stablelm-zephyr-3b-GGUF/resolve/main/stablelm-zephyr-3b.Q2_K.gguf",
):
user_repo, model_file = parse_huggingface_url(url)
os.makedirs("./uploads", exist_ok=True)
file_path = os.path.join("./uploads", f"{model_file}")
return StreamingResponse(
download_file_stream(url, file_path), media_type="text/event-stream"
)
@router.post("/upload")
async def upload(file: UploadFile = File(...)):
os.makedirs("./uploads", exist_ok=True)
file_path = os.path.join("./uploads", file.filename)
async def file_write_stream():
total = 0
total_size = file.size
chunk_size = 1024 * 1024
done = False
try:
with open(file_path, "wb+") as f:
while True:
chunk = file.file.read(chunk_size)
if not chunk:
break
f.write(chunk)
total += len(chunk)
done = total_size == total
res = {
"total": total_size,
"uploaded": total,
}
yield f"data: {json.dumps(res)}\n\n"
if done:
f.seek(0)
hashed = calculate_sha256(f)
f.seek(0)
url = f"{OLLAMA_API_BASE_URL}/blobs/sha256:{hashed}"
response = requests.post(url, data=f)
if response.ok:
res = {
"done": done,
"blob": f"sha256:{hashed}",
}
os.remove(file_path)
yield f"data: {json.dumps(res)}\n\n"
else:
raise "Ollama: Could not create blob, Please try again."
except Exception as e:
res = {"error": str(e)}
yield f"data: {json.dumps(res)}\n\n"
return StreamingResponse(file_write_stream(), media_type="text/event-stream")