blah
This commit is contained in:
@@ -8,6 +8,7 @@ from enum import Enum
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import json
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import subprocess
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import time
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from uuid import uuid4
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from contextlib import asynccontextmanager
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import asyncio
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import threading
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@@ -19,6 +20,7 @@ from urllib.parse import parse_qs
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from starlette.middleware.base import BaseHTTPMiddleware
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from starlette.types import ASGIApp, Scope, Receive, Send
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from concurrent.futures import ThreadPoolExecutor
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# executor = ThreadPoolExecutor(max_workers=5)
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@@ -174,6 +176,7 @@ class Item(BaseModel):
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snapshot: Snapshot
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models: List[Model]
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callback_url: str
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checkpoint_volume_name: str
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gpu: GPUType = Field(default=GPUType.T4)
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@field_validator('gpu')
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@@ -223,6 +226,102 @@ async def websocket_endpoint(websocket: WebSocket, machine_id: str):
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# return {"Hello": "World"}
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class UploadType(str, Enum):
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checkpoint = "checkpoint"
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class UploadBody(BaseModel):
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download_url: str
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volume_name: str
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volume_id: str
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checkpoint_id: str
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upload_type: UploadType
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callback_url: str
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UPLOAD_TYPE_DIR_MAP = {
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UploadType.checkpoint: "checkpoints"
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}
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@app.post("/upload-volume")
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async def upload_checkpoint(body: UploadBody):
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global last_activity_time
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last_activity_time = time.time()
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logger.info(f"Extended inactivity time to {global_timeout}")
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asyncio.create_task(upload_logic(body))
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# check that this
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return JSONResponse(status_code=200, content={"message": "Volume uploading", "build_machine_instance_id": fly_instance_id})
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async def upload_logic(body: UploadBody):
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folder_path = f"/app/builds/{body.volume_id}"
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cp_process = await asyncio.subprocess.create_subprocess_exec("cp", "-r", "/app/src/volume-builder", folder_path)
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await cp_process.wait()
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upload_path = UPLOAD_TYPE_DIR_MAP[body.upload_type]
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config = {
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"volume_names": {
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body.volume_name: {"download_url": body.download_url, "folder_path": upload_path}
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},
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"volume_paths": {
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body.volume_name: f'/volumes/{uuid4()}'
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},
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"callback_url": body.callback_url,
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"callback_body": {
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"checkpoint_id": body.checkpoint_id,
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"volume_id": body.volume_id,
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"folder_path": upload_path,
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}
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}
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with open(f"{folder_path}/config.py", "w") as f:
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f.write("config = " + json.dumps(config))
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process = await asyncio.subprocess.create_subprocess_shell(
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f"modal run app.py",
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# stdout=asyncio.subprocess.PIPE,
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# stderr=asyncio.subprocess.PIPE,
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cwd=folder_path,
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env={**os.environ, "COLUMNS": "10000"}
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)
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# error_logs = []
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# async def read_stream(stream):
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# while True:
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# line = await stream.readline()
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# if line:
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# l = line.decode('utf-8').strip()
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# error_logs.append(l)
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# logger.error(l)
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# error_logs.append({
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# "logs": l,
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# "timestamp": time.time()
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# })
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# else:
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# break
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# stderr_read_task = asyncio.create_task(read_stream(process.stderr))
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#
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# await asyncio.wait([stderr_read_task])
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# await process.wait()
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# if process.returncode != 0:
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# error_logs.append({"logs": "Unable to upload volume.", "timestamp": time.time()})
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# # Error handling: send POST request to callback URL with error details
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# requests.post(body.callback_url, json={
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# "volume_id": body.volume_id,
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# "checkpoint_id": body.checkpoint_id,
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# "folder_path": upload_path,
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# "error_logs": json.dumps(error_logs),
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# "status": "failed"
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# })
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#
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# requests.post(body.callback_url, json={
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# "checkpoint_id": body.checkpoint_id,
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# "volume_id": body.volume_id,
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# "folder_path": upload_path,
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# "status": "success"
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# })
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@app.post("/create")
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async def create_machine(item: Item):
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@@ -312,7 +411,9 @@ async def build_logic(item: Item):
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config = {
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"name": item.name,
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"deploy_test": os.environ.get("DEPLOY_TEST_FLAG", "False"),
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"gpu": item.gpu
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"gpu": item.gpu,
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"public_checkpoint_volume": "model-store",
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"private_checkpoint_volume": item.checkpoint_volume_name
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}
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with open(f"{folder_path}/config.py", "w") as f:
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f.write("config = " + json.dumps(config))
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@@ -7,6 +7,7 @@ import urllib.parse
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from pydantic import BaseModel
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from fastapi import FastAPI, Request
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from fastapi.responses import HTMLResponse
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from volume_setup import volumes
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# deploy_test = False
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@@ -27,6 +28,7 @@ deploy_test = config["deploy_test"] == "True"
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web_app = FastAPI()
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print(config)
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print("deploy_test ", deploy_test)
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print('volumes', volumes)
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stub = Stub(name=config["name"])
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# print(stub.app_id)
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@@ -56,7 +58,7 @@ if not deploy_test:
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# # Install comfy deploy
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# "cd /comfyui/custom_nodes && git clone https://github.com/BennyKok/comfyui-deploy.git",
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# )
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# .copy_local_file(f"{current_directory}/data/extra_model_paths.yaml", "/comfyui")
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.copy_local_file(f"{current_directory}/data/extra_model_paths.yaml", "/comfyui")
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.copy_local_file(f"{current_directory}/data/start.sh", "/start.sh")
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.run_commands("chmod +x /start.sh")
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@@ -154,7 +156,7 @@ image = Image.debian_slim()
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target_image = image if deploy_test else dockerfile_image
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@stub.function(image=target_image, gpu=config["gpu"])
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@stub.function(image=target_image, gpu=config["gpu"], volumes=volumes)
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def run(input: Input):
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import subprocess
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import time
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@@ -235,7 +237,7 @@ async def bar(request_input: RequestInput):
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# pass
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@stub.function(image=image)
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@stub.function(image=image, volumes=volumes)
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@asgi_app()
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def comfyui_api():
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return web_app
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@@ -284,6 +286,7 @@ def spawn_comfyui_in_background():
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# Restrict to 1 container because we want to our ComfyUI session state
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# to be on a single container.
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concurrency_limit=1,
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volumes=volumes,
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timeout=10 * 60,
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)
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@asgi_app()
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@@ -1 +1,7 @@
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config = {"name": "my-app", "deploy_test": "True", "gpu": "T4"}
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config = {
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"name": "my-app",
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"deploy_test": "True",
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"gpu": "T4",
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"public_checkpoint_volume": "model-store",
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"private_checkpoint_volume": "private-model-store"
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}
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@@ -1,11 +1,15 @@
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comfyui:
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base_path: /runpod-volume/ComfyUI/
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checkpoints: models/checkpoints/
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clip: models/clip/
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clip_vision: models/clip_vision/
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configs: models/configs/
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controlnet: models/controlnet/
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embeddings: models/embeddings/
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loras: models/loras/
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upscale_models: models/upscale_models/
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vae: models/vae/
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public:
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base_path: /public_models/
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checkpoints: checkpoints
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clip: clip
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clip_vision: clip_vision
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configs: configs
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controlnet: controlnet
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embeddings: embeddings
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loras: loras
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upscale_models: upscale_models
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vae: vae
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private:
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base_path: /private_models/
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checkpoints: checkpoints
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@@ -0,0 +1,101 @@
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"""
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This is a standalone script to download models into a modal Volume using civitai
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Example Usage
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`modal run insert_models::insert_model --civitai-url https://civitai.com/models/36520/ghostmix`
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This inserts an individual model from a civitai url
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`modal run insert_models::insert_models_civitai_api`
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This inserts a bunch of models based on the models retrieved by civitai
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civitai's API reference https://github.com/civitai/civitai/wiki/REST-API-Reference
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"""
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import modal
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import subprocess
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import requests
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import json
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stub = modal.Stub()
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# NOTE: volume name can be variable
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volume = modal.Volume.persisted("rah")
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model_store_path = "/vol/models"
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MODEL_ROUTE = "models"
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image = (
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modal.Image.debian_slim().apt_install("wget").pip_install("requests")
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)
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@stub.function(volumes={model_store_path: volume}, image=image, timeout=50000, gpu=None)
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def download_model(download_url):
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print(download_url)
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subprocess.run(["wget", download_url, "--content-disposition", "-P", model_store_path])
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subprocess.run(["ls", "-la", model_store_path])
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volume.commit()
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# file is raw output from Civitai API https://github.com/civitai/civitai/wiki/REST-API-Reference
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@stub.function()
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def get_civitai_models(model_type: str, sort: str = "Highest Rated", page: int = 1):
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"""Fetch models from CivitAI API based on type."""
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try:
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response = requests.get(f"https://civitai.com/api/v1/models", params={"types": model_type, "page": page, "sort": sort})
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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print(f"Error fetching models: {e}")
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return None
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@stub.function()
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def get_civitai_model_url(civitai_url: str):
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# Validate the URL
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if civitai_url.startswith("https://civitai.com/api/"):
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api_url = civitai_url
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elif civitai_url.startswith("https://civitai.com/models/"):
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try:
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model_id = civitai_url.split("/")[4]
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int(model_id)
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except (IndexError, ValueError):
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return None
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api_url = f"https://civitai.com/api/v1/models/{model_id}"
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else:
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return "Error: URL must be from civitai.com and contain /models/"
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response = requests.get(api_url)
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# Check for successful response
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if response.status_code != 200:
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return f"Error: Unable to fetch data from {api_url}"
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# Return the response data
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return response.json()
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@stub.local_entrypoint()
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def insert_models_civitai_api(type: str = "Checkpoint", sort = "Highest Rated", page: int = 1):
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civitai_models = get_civitai_models.local(type, sort, page)
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if civitai_models:
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for _ in download_model.map(map(lambda model: model['modelVersions'][0]['downloadUrl'], civitai_models['items'])):
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pass
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else:
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print("Failed to retrieve models.")
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@stub.local_entrypoint()
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def insert_model(civitai_url: str):
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if civitai_url.startswith("'https://civitai.com/api/download/models/"):
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download_url = civitai_url
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else:
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civitai_model = get_civitai_model_url.local(civitai_url)
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if civitai_model:
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download_url = civitai_model['modelVersions'][0]['downloadUrl']
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else:
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return "invalid URL"
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download_model.remote(download_url)
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@stub.local_entrypoint()
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def simple_download():
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download_urls = ['https://civitai.com/api/download/models/119057', 'https://civitai.com/api/download/models/130090', 'https://civitai.com/api/download/models/31859', 'https://civitai.com/api/download/models/128713', 'https://civitai.com/api/download/models/179657', 'https://civitai.com/api/download/models/143906', 'https://civitai.com/api/download/models/9208', 'https://civitai.com/api/download/models/136078', 'https://civitai.com/api/download/models/134065', 'https://civitai.com/api/download/models/288775', 'https://civitai.com/api/download/models/95263', 'https://civitai.com/api/download/models/288982', 'https://civitai.com/api/download/models/87153', 'https://civitai.com/api/download/models/10638', 'https://civitai.com/api/download/models/263809', 'https://civitai.com/api/download/models/130072', 'https://civitai.com/api/download/models/117019', 'https://civitai.com/api/download/models/95256', 'https://civitai.com/api/download/models/197181', 'https://civitai.com/api/download/models/256915', 'https://civitai.com/api/download/models/118945', 'https://civitai.com/api/download/models/125843', 'https://civitai.com/api/download/models/179015', 'https://civitai.com/api/download/models/245598', 'https://civitai.com/api/download/models/223670', 'https://civitai.com/api/download/models/90072', 'https://civitai.com/api/download/models/290817', 'https://civitai.com/api/download/models/154097', 'https://civitai.com/api/download/models/143497', 'https://civitai.com/api/download/models/5637']
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for _ in download_model.map(download_urls):
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pass
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@@ -45,12 +45,12 @@ for package in packages:
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response = requests.request("POST", f"{root_url}/customnode/install", json=package, headers=headers)
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print(response.text)
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with open('models.json') as f:
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models = json.load(f)
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# with open('models.json') as f:
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# models = json.load(f)
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for model in models:
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response = requests.request("POST", f"{root_url}/model/install", json=model, headers=headers)
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print(response.text)
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# for model in models:
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# response = requests.request("POST", f"{root_url}/model/install", json=model, headers=headers)
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# print(response.text)
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# Close the server
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server_process.terminate()
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@@ -0,0 +1,9 @@
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import modal
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from config import config
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public_model_volume = modal.Volume.persisted(config["public_checkpoint_volume"])
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private_volume = modal.Volume.persisted(config["private_checkpoint_volume"])
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PUBLIC_BASEMODEL_DIR = "/public_models"
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PRIVATE_BASEMODEL_DIR = "/private_models"
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volumes = {PUBLIC_BASEMODEL_DIR: public_model_volume, PRIVATE_BASEMODEL_DIR: private_volume}
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@@ -0,0 +1,69 @@
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import modal
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from config import config
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import os
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import subprocess
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stub = modal.Stub()
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# Volume names may only contain alphanumeric characters, dashes, periods, and underscores, and must be less than 64 characters in length.
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def is_valid_name(name: str) -> bool:
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allowed_characters = set("abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789-._")
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return 0 < len(name) <= 64 and all(char in allowed_characters for char in name)
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def create_volumes(volume_names, paths):
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path_to_vol = {}
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for volume_name in volume_names.keys():
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if not is_valid_name(volume_name):
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pass
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modal_volume = modal.Volume.persisted(volume_name)
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path_to_vol[paths[volume_name]] = modal_volume
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return path_to_vol
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vol_name_to_links = config["volume_names"]
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vol_name_to_path = config["volume_paths"]
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callback_url = config["callback_url"]
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callback_body = config["callback_body"]
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volumes = create_volumes(vol_name_to_links, vol_name_to_path)
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image = (
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modal.Image.debian_slim().apt_install("wget").pip_install("requests")
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)
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print(vol_name_to_links)
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print(vol_name_to_path)
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print(volumes)
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# download config { "download_url": "", "folder_path": ""}
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timeout=5000
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@stub.function(volumes=volumes, image=image, timeout=timeout, gpu=None)
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def download_model(volume_name, download_config):
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import requests
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download_url = download_config["download_url"]
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folder_path = download_config["folder_path"]
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volume_base_path = vol_name_to_path[volume_name]
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model_store_path = os.path.join(volume_base_path, folder_path)
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subprocess.run(["wget", download_url, "--content-disposition", "-P", model_store_path])
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subprocess.run(["ls", "-la", volume_base_path])
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subprocess.run(["ls", "-la", model_store_path])
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volumes[volume_base_path].commit()
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status = {"status": "success"}
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requests.post(callback_url, json={**status, **callback_body})
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@stub.local_entrypoint()
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def simple_download():
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import requests
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print(vol_name_to_links)
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print([(vol_name, link) for vol_name,link in vol_name_to_links.items()])
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try:
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list(download_model.starmap([(vol_name, link) for vol_name,link in vol_name_to_links.items()]))
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except modal.exception.FunctionTimeoutError as e:
|
||||
status = {"status": "failed", "error_logs": f"{str(e)}", "timeout": timeout}
|
||||
requests.post(callback_url, json={**status, **callback_body})
|
||||
except Exception as e:
|
||||
status = {"status": "failed", "error_logs": str(e)}
|
||||
requests.post(callback_url, json={**status, **callback_body})
|
||||
|
||||
@@ -0,0 +1,17 @@
|
||||
config = {
|
||||
"volume_names": {
|
||||
"test": {
|
||||
"download_url": "https://pub-6230db03dc3a4861a9c3e55145ceda44.r2.dev/openpose-pose (1).png",
|
||||
"folder_path": "images"
|
||||
}
|
||||
},
|
||||
"volume_paths": {
|
||||
"test": "/volumes/something"
|
||||
},
|
||||
"callback_url": "",
|
||||
"callback_body": {
|
||||
"checkpoint_id": "",
|
||||
"volume_id": "",
|
||||
"folder_path": "images",
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user