feat: add modal cloud builder

This commit is contained in:
BennyKok
2024-01-04 22:28:19 +08:00
parent d879889e1b
commit 314eb9fd16
17 changed files with 694 additions and 0 deletions
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venv
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# Use Nvidia CUDA base image
FROM nvidia/cuda:12.1.0-cudnn8-runtime-ubuntu22.04 as base
# Prevents prompts from packages asking for user input during installation
ENV DEBIAN_FRONTEND=noninteractive
# Prefer binary wheels over source distributions for faster pip installations
ENV PIP_PREFER_BINARY=1
# Ensures output from python is printed immediately to the terminal without buffering
ENV PYTHONUNBUFFERED=1
# Install Python, git and other necessary tools
RUN apt-get update && apt-get install -y \
python3.10 \
python3-pip \
git \
wget
RUN ln -s /usr/bin/python3 /usr/bin/python
# # Impact pack deps
# RUN apt-get install -y libgl1-mesa-glx libglib2.0-0
# Clean up to reduce image size
RUN apt-get autoremove -y && apt-get clean -y && rm -rf /var/lib/apt/lists/*
# Clone ComfyUI repository
RUN git clone https://github.com/comfyanonymous/ComfyUI.git /comfyui
# Force comfyui on a specific version
RUN cd /comfyui && git reset --hard b12b48e170ccff156dc6ec11242bb6af7d8437fd
# Change working directory to ComfyUI
WORKDIR /comfyui
# RUN python3 -m venv venv
# RUN /bin/bash -c "source venv/bin/activate"
# Install ComfyUI dependencies
RUN pip3 install --no-cache-dir torch==2.1.1 torchvision==0.16.1 torchaudio==2.1.1 --index-url https://download.pytorch.org/whl/cu121
RUN pip3 install --no-cache-dir xformers==0.0.23 --index-url https://download.pytorch.org/whl/cu121
RUN pip3 install -r requirements.txt
WORKDIR /comfyui/custom_nodes
RUN git clone --depth 1 https://github.com/ltdrdata/ComfyUI-Manager.git
RUN cd ComfyUI-Manager && pip3 install -r requirements.txt
# Copy the snapshot json in place
RUN mkdir ComfyUI-Manager/startup-scripts
COPY /data/snapshot.json ComfyUI-Manager/startup-scripts/restore-snapshot.json
WORKDIR /comfyui
COPY /data/extra_model_paths.yaml .
# ADD src/extra_model_paths.yaml ./
# Go back to the root
WORKDIR /
COPY /data/install_deps.py .
COPY /data/deps.json .
RUN python3 install_deps.py
WORKDIR /comfyui/custom_nodes
RUN git clone https://github.com/BennyKok/comfyui-deploy.git && cd comfyui-deploy && git reset --hard 744a222e2652014e4d09af6b54fc11263b15e2f7
WORKDIR /
COPY /data/start.sh /start.sh
RUN chmod +x /start.sh
ENTRYPOINT ["/start.sh"]
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import modal
from modal import Image, Mount, web_endpoint, Stub, asgi_app
import json
import urllib.request
import urllib.parse
from pydantic import BaseModel
from fastapi import FastAPI, Request
from fastapi.responses import HTMLResponse
# deploy_test = False
import os
current_directory = os.path.dirname(os.path.realpath(__file__))
from config import config
deploy_test = config["deploy_test"] == "True"
# MODAL_IMAGE_ID = os.environ.get('MODAL_IMAGE_ID', None)
# print(MODAL_IMAGE_ID)
# config_file_path = current_directory if MODAL_IMAGE_ID is None else ""
# with open(f'{config_file_path}/data/config.json') as f:
# config = json.load(f)
# config["name"]
# print(config)
web_app = FastAPI()
print(config)
print("deploy_test ", deploy_test)
stub = Stub(name=config["name"])
if not deploy_test:
dockerfile_image = Image.from_dockerfile(f"{current_directory}/Dockerfile", context_mount=Mount.from_local_dir(f"{current_directory}/data", remote_path="/data"))
# Time to wait between API check attempts in milliseconds
COMFY_API_AVAILABLE_INTERVAL_MS = 50
# Maximum number of API check attempts
COMFY_API_AVAILABLE_MAX_RETRIES = 500
# Time to wait between poll attempts in milliseconds
COMFY_POLLING_INTERVAL_MS = 250
# Maximum number of poll attempts
COMFY_POLLING_MAX_RETRIES = 500
# Host where ComfyUI is running
COMFY_HOST = "127.0.0.1:8188"
def check_server(url, retries=50, delay=500):
import requests
import time
"""
Check if a server is reachable via HTTP GET request
Args:
- url (str): The URL to check
- retries (int, optional): The number of times to attempt connecting to the server. Default is 50
- delay (int, optional): The time in milliseconds to wait between retries. Default is 500
Returns:
bool: True if the server is reachable within the given number of retries, otherwise False
"""
for i in range(retries):
try:
response = requests.get(url)
# If the response status code is 200, the server is up and running
if response.status_code == 200:
print(f"runpod-worker-comfy - API is reachable")
return True
except requests.RequestException as e:
# If an exception occurs, the server may not be ready
pass
# print(f"runpod-worker-comfy - trying")
# Wait for the specified delay before retrying
time.sleep(delay / 1000)
print(
f"runpod-worker-comfy - Failed to connect to server at {url} after {retries} attempts."
)
return False
def check_status(prompt_id):
req = urllib.request.Request(f"http://{COMFY_HOST}/comfyui-deploy/check-status?prompt_id={prompt_id}")
return json.loads(urllib.request.urlopen(req).read())
class Input(BaseModel):
prompt_id: str
workflow_api: dict
status_endpoint: str
file_upload_endpoint: str
def queue_workflow_comfy_deploy(data: Input):
data_str = data.json()
data_bytes = data_str.encode('utf-8')
req = urllib.request.Request(f"http://{COMFY_HOST}/comfyui-deploy/run", data=data_bytes)
return json.loads(urllib.request.urlopen(req).read())
class RequestInput(BaseModel):
input: Input
image = Image.debian_slim()
target_image = image if deploy_test else dockerfile_image
@stub.function(image=target_image, gpu="T4")
def run(input: Input):
import subprocess
import time
# Make sure that the ComfyUI API is available
print(f"comfy-modal - check server")
command = ["python3", "/comfyui/main.py", "--disable-auto-launch", "--disable-metadata"]
server_process = subprocess.Popen(command)
check_server(
f"http://{COMFY_HOST}",
COMFY_API_AVAILABLE_MAX_RETRIES,
COMFY_API_AVAILABLE_INTERVAL_MS,
)
job_input = input
# print(f"comfy-modal - got input {job_input}")
# Queue the workflow
try:
# job_input is the json input
queued_workflow = queue_workflow_comfy_deploy(job_input) # queue_workflow(workflow)
prompt_id = queued_workflow["prompt_id"]
print(f"comfy-modal - queued workflow with ID {prompt_id}")
except Exception as e:
import traceback
print(traceback.format_exc())
return {"error": f"Error queuing workflow: {str(e)}"}
# Poll for completion
print(f"comfy-modal - wait until image generation is complete")
retries = 0
status = ""
try:
print("getting request")
while retries < COMFY_POLLING_MAX_RETRIES:
status_result = check_status(prompt_id=prompt_id)
# history = get_history(prompt_id)
# Exit the loop if we have found the history
# if prompt_id in history and history[prompt_id].get("outputs"):
# break
# Exit the loop if we have found the status both success or failed
if 'status' in status_result and (status_result['status'] == 'success' or status_result['status'] == 'failed'):
status = status_result['status']
print(status)
break
else:
# Wait before trying again
time.sleep(COMFY_POLLING_INTERVAL_MS / 1000)
retries += 1
else:
return {"error": "Max retries reached while waiting for image generation"}
except Exception as e:
return {"error": f"Error waiting for image generation: {str(e)}"}
print(f"comfy-modal - Finished, turning off")
server_process.terminate()
# Get the generated image and return it as URL in an AWS bucket or as base64
# images_result = process_output_images(history[prompt_id].get("outputs"), job["id"])
# result = {**images_result, "refresh_worker": REFRESH_WORKER}
result = { "status": status }
return result
print("Running remotely on Modal!")
@web_app.post("/run")
async def bar(request_input: RequestInput):
# print(request_input)
if not deploy_test:
return run.remote(request_input.input)
# pass
@stub.function(image=image)
@asgi_app()
def comfyui_app():
return web_app
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config = {"name": "my-app", "deploy_test": "True"}
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[
]
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comfyui:
base_path: /runpod-volume/ComfyUI/
checkpoints: models/checkpoints/
clip: models/clip/
clip_vision: models/clip_vision/
configs: models/configs/
controlnet: models/controlnet/
embeddings: models/embeddings/
loras: models/loras/
upscale_models: models/upscale_models/
vae: models/vae/
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import json
import requests
import time
import subprocess
command = ["python3", "/comfyui/main.py", "--disable-auto-launch", "--disable-metadata", "--cpu"]
# Start the server
server_process = subprocess.Popen(command)
def check_server(url, retries=50, delay=500):
for i in range(retries):
try:
response = requests.head(url)
# If the response status code is 200, the server is up and running
if response.status_code == 200:
print(f"builder - API is reachable")
return True
except requests.RequestException as e:
# If an exception occurs, the server may not be ready
pass
# Wait for the specified delay before retrying
time.sleep(delay / 1000)
print(
f"builder- Failed to connect to server at {url} after {retries} attempts."
)
return False
check_server("http://127.0.0.1:8188")
url = "http://127.0.0.1:8188/customnode/install"
headers = {"Content-Type": "application/json"}
# Load JSON array from deps.json
with open('deps.json') as f:
packages = json.load(f)
# Make a POST request for each package
for package in packages:
response = requests.request("POST", url, json=package, headers=headers)
print(response.text)
# restore_snapshot_url = "http://127.0.0.1:8188/snapshot/restore?target=snapshot"
# response = requests.request("GET", restore_snapshot_url, headers=headers)
# print(response.text)
# Close the server
server_process.terminate()
print("Finished installing dependencies.")
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{
"comfyui": "d0165d819afe76bd4e6bdd710eb5f3e571b6a804",
"git_custom_nodes": {},
"file_custom_nodes": []
}
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#!/usr/bin/env bash
# Your custom startup commands here.
echo "Starting modal"
exec "$@" # Runs the command passed to the entrypoint script.