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commited on
Upload 2 files
Browse files- requirements.txt +1 -20
- virtual_gpu_server_http.py +985 -0
requirements.txt
CHANGED
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numpy==1.24.3 # Array operations for GPU data handling
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websockets==11.0.3 # WebSocket server implementation
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aiohttp==3.8.5 # HTTP server and async web framework
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uvicorn==0.23.2 # ASGI server implementation
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# WebSocket/HTTP Server Dependencies
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aiosignal==1.3.1 # Async signals
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async-timeout==4.0.3 # Timeouts for async operations
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attrs==23.1.0 # Class builders
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charset-normalizer==3.2.0 # Unicode normalization
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frozenlist==1.4.0 # Immutable lists
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multidict==6.0.4 # Dict with multiple values per key
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yarl==1.9.2 # URL handling
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# Performance & Utilities
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ujson==5.8.0 # Fast JSON processing
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psutil==5.9.5 # System and process monitoring
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pathlib==1.0.1 # Path manipulation
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fastapi
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fastapi>=0.104.0\nuvicorn>=0.24.0\nwebsockets>=12.0\npyjwt>=2.8.0\nrequests>=2.31.0\naiohttp>=3.9.0\nnumpy>=1.24.0
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virtual_gpu_server_http.py
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@@ -0,0 +1,985 @@
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|
| 1 |
+
import asyncio
|
| 2 |
+
import websockets
|
| 3 |
+
import json
|
| 4 |
+
import os
|
| 5 |
+
from pathlib import Path
|
| 6 |
+
import uuid
|
| 7 |
+
import time
|
| 8 |
+
import jwt
|
| 9 |
+
from typing import Dict, Any, Optional, List
|
| 10 |
+
import numpy as np
|
| 11 |
+
from fastapi import FastAPI, WebSocket, HTTPException, Depends, Request, Response
|
| 12 |
+
from fastapi.responses import HTMLResponse, JSONResponse
|
| 13 |
+
from fastapi.middleware.cors import CORSMiddleware
|
| 14 |
+
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
|
| 15 |
+
from datetime import datetime, timedelta
|
| 16 |
+
import hashlib
|
| 17 |
+
import gzip
|
| 18 |
+
import base64
|
| 19 |
+
from pydantic import BaseModel
|
| 20 |
+
|
| 21 |
+
# Create FastAPI instance with enhanced configuration
|
| 22 |
+
app = FastAPI(
|
| 23 |
+
title="Virtual GPU Server",
|
| 24 |
+
description="HTTP and WebSocket API for Virtual GPU v2",
|
| 25 |
+
version="2.0.0"
|
| 26 |
+
)
|
| 27 |
+
|
| 28 |
+
# Add CORS middleware for cross-origin requests
|
| 29 |
+
app.add_middleware(
|
| 30 |
+
CORSMiddleware,
|
| 31 |
+
allow_origins=["*"], # Allow all origins for development
|
| 32 |
+
allow_credentials=True,
|
| 33 |
+
allow_methods=["*"],
|
| 34 |
+
allow_headers=["*"],
|
| 35 |
+
)
|
| 36 |
+
|
| 37 |
+
# JWT configuration
|
| 38 |
+
JWT_SECRET = "virtual_gpu_secret_key_2025" # In production, use environment variable
|
| 39 |
+
JWT_ALGORITHM = "HS256"
|
| 40 |
+
JWT_EXPIRATION_HOURS = 24
|
| 41 |
+
|
| 42 |
+
# HTTP Bearer security scheme
|
| 43 |
+
security = HTTPBearer()
|
| 44 |
+
|
| 45 |
+
# Pydantic models for request/response validation
|
| 46 |
+
class SessionCreateRequest(BaseModel):
|
| 47 |
+
client_id: Optional[str] = None
|
| 48 |
+
resource_limits: Optional[Dict[str, Any]] = None
|
| 49 |
+
|
| 50 |
+
class SessionResponse(BaseModel):
|
| 51 |
+
session_token: str
|
| 52 |
+
session_id: str
|
| 53 |
+
expires_at: datetime
|
| 54 |
+
|
| 55 |
+
class VRAMWriteRequest(BaseModel):
|
| 56 |
+
data: List[Any]
|
| 57 |
+
metadata: Optional[Dict[str, Any]] = None
|
| 58 |
+
model_size: Optional[int] = None
|
| 59 |
+
|
| 60 |
+
class VRAMResponse(BaseModel):
|
| 61 |
+
status: str
|
| 62 |
+
message: Optional[str] = None
|
| 63 |
+
data: Optional[List[Any]] = None
|
| 64 |
+
metadata: Optional[Dict[str, Any]] = None
|
| 65 |
+
source: Optional[str] = None
|
| 66 |
+
|
| 67 |
+
class StateRequest(BaseModel):
|
| 68 |
+
data: Dict[str, Any]
|
| 69 |
+
timestamp: Optional[float] = None
|
| 70 |
+
|
| 71 |
+
class StateResponse(BaseModel):
|
| 72 |
+
status: str
|
| 73 |
+
message: Optional[str] = None
|
| 74 |
+
data: Optional[Dict[str, Any]] = None
|
| 75 |
+
source: Optional[str] = None
|
| 76 |
+
|
| 77 |
+
class CacheRequest(BaseModel):
|
| 78 |
+
data: Any
|
| 79 |
+
ttl: Optional[int] = None
|
| 80 |
+
|
| 81 |
+
class CacheResponse(BaseModel):
|
| 82 |
+
status: str
|
| 83 |
+
message: Optional[str] = None
|
| 84 |
+
data: Optional[Any] = None
|
| 85 |
+
source: Optional[str] = None
|
| 86 |
+
|
| 87 |
+
class ModelLoadRequest(BaseModel):
|
| 88 |
+
model_data: Optional[Dict[str, Any]] = None
|
| 89 |
+
model_path: Optional[str] = None
|
| 90 |
+
model_hash: Optional[str] = None
|
| 91 |
+
|
| 92 |
+
class ModelInferenceRequest(BaseModel):
|
| 93 |
+
input_data: List[Any]
|
| 94 |
+
batch_size: Optional[int] = None
|
| 95 |
+
|
| 96 |
+
class ErrorResponse(BaseModel):
|
| 97 |
+
status: str
|
| 98 |
+
error_code: str
|
| 99 |
+
message: str
|
| 100 |
+
details: Optional[Dict[str, Any]] = None
|
| 101 |
+
retry_after: Optional[int] = None
|
| 102 |
+
request_id: str
|
| 103 |
+
|
| 104 |
+
class VirtualGPUServer:
|
| 105 |
+
def __init__(self):
|
| 106 |
+
self.base_path = Path(__file__).parent / "storage"
|
| 107 |
+
self.vram_path = self.base_path / "vram_blocks"
|
| 108 |
+
self.state_path = self.base_path / "gpu_state"
|
| 109 |
+
self.cache_path = self.base_path / "cache"
|
| 110 |
+
self.models_path = self.base_path / "models"
|
| 111 |
+
|
| 112 |
+
# Ensure all storage directories exist
|
| 113 |
+
self.vram_path.mkdir(parents=True, exist_ok=True)
|
| 114 |
+
self.state_path.mkdir(parents=True, exist_ok=True)
|
| 115 |
+
self.cache_path.mkdir(parents=True, exist_ok=True)
|
| 116 |
+
self.models_path.mkdir(parents=True, exist_ok=True)
|
| 117 |
+
|
| 118 |
+
# In-memory caches for faster access
|
| 119 |
+
self.vram_cache: Dict[str, Any] = {}
|
| 120 |
+
self.state_cache: Dict[str, Any] = {}
|
| 121 |
+
self.memory_cache: Dict[str, Any] = {}
|
| 122 |
+
self.model_cache: Dict[str, Any] = {}
|
| 123 |
+
|
| 124 |
+
# Session management for HTTP API
|
| 125 |
+
self.http_sessions: Dict[str, Dict[str, Any]] = {}
|
| 126 |
+
|
| 127 |
+
# Active WebSocket connections and sessions (for backward compatibility)
|
| 128 |
+
self.active_connections: Dict[str, WebSocket] = {}
|
| 129 |
+
self.active_sessions: Dict[str, Dict[str, Any]] = {}
|
| 130 |
+
self.heartbeat_interval = 5 # seconds
|
| 131 |
+
self.connection_timeout = 30 # seconds
|
| 132 |
+
|
| 133 |
+
# Performance monitoring
|
| 134 |
+
self.ops_counter = 0
|
| 135 |
+
self.start_time = time.time()
|
| 136 |
+
self.request_counter = 0
|
| 137 |
+
|
| 138 |
+
def _make_json_serializable(self, obj):
|
| 139 |
+
"""Convert non-JSON-serializable objects to serializable format"""
|
| 140 |
+
if isinstance(obj, dict):
|
| 141 |
+
return {k: self._make_json_serializable(v) for k, v in obj.items()}
|
| 142 |
+
elif isinstance(obj, list):
|
| 143 |
+
return [self._make_json_serializable(i) for i in obj]
|
| 144 |
+
elif isinstance(obj, tuple):
|
| 145 |
+
return list(obj)
|
| 146 |
+
elif isinstance(obj, (np.ndarray, np.generic)):
|
| 147 |
+
return obj.tolist()
|
| 148 |
+
elif isinstance(obj, (Path, uuid.UUID)):
|
| 149 |
+
return str(obj)
|
| 150 |
+
elif hasattr(obj, '__dict__'):
|
| 151 |
+
# Handle custom objects by converting their __dict__ to serializable format
|
| 152 |
+
return self._make_json_serializable(obj.__dict__)
|
| 153 |
+
elif isinstance(obj, (int, float, str, bool, type(None))):
|
| 154 |
+
return obj
|
| 155 |
+
else:
|
| 156 |
+
# Convert any other types to string representation
|
| 157 |
+
return str(obj)
|
| 158 |
+
|
| 159 |
+
def create_session_token(self, session_id: str, client_id: str = None, resource_limits: Dict[str, Any] = None) -> str:
|
| 160 |
+
"""Create a JWT session token"""
|
| 161 |
+
payload = {
|
| 162 |
+
"session_id": session_id,
|
| 163 |
+
"client_id": client_id or "anonymous",
|
| 164 |
+
"resource_limits": resource_limits or {},
|
| 165 |
+
"created_at": time.time(),
|
| 166 |
+
"expires_at": time.time() + (JWT_EXPIRATION_HOURS * 3600)
|
| 167 |
+
}
|
| 168 |
+
return jwt.encode(payload, JWT_SECRET, algorithm=JWT_ALGORITHM)
|
| 169 |
+
|
| 170 |
+
def verify_session_token(self, token: str) -> Dict[str, Any]:
|
| 171 |
+
"""Verify and decode a JWT session token"""
|
| 172 |
+
try:
|
| 173 |
+
payload = jwt.decode(token, JWT_SECRET, algorithms=[JWT_ALGORITHM])
|
| 174 |
+
if payload["expires_at"] < time.time():
|
| 175 |
+
raise HTTPException(status_code=401, detail="Session token expired")
|
| 176 |
+
return payload
|
| 177 |
+
except jwt.InvalidTokenError:
|
| 178 |
+
raise HTTPException(status_code=401, detail="Invalid session token")
|
| 179 |
+
|
| 180 |
+
def generate_request_id(self) -> str:
|
| 181 |
+
"""Generate a unique request ID"""
|
| 182 |
+
self.request_counter += 1
|
| 183 |
+
return f"req_{int(time.time())}_{self.request_counter}"
|
| 184 |
+
|
| 185 |
+
def compress_data(self, data: bytes) -> bytes:
|
| 186 |
+
"""Compress data using gzip"""
|
| 187 |
+
return gzip.compress(data)
|
| 188 |
+
|
| 189 |
+
def decompress_data(self, data: bytes) -> bytes:
|
| 190 |
+
"""Decompress gzip data"""
|
| 191 |
+
return gzip.decompress(data)
|
| 192 |
+
|
| 193 |
+
async def handle_vram_operation(self, operation: dict) -> dict:
|
| 194 |
+
"""Handle VRAM read/write operations (preserved from WebSocket implementation)"""
|
| 195 |
+
try:
|
| 196 |
+
op_type = operation.get('type')
|
| 197 |
+
if not op_type:
|
| 198 |
+
raise ValueError("Missing operation type")
|
| 199 |
+
|
| 200 |
+
block_id = operation.get('block_id')
|
| 201 |
+
if not block_id:
|
| 202 |
+
raise ValueError("Missing block_id")
|
| 203 |
+
|
| 204 |
+
data = operation.get('data')
|
| 205 |
+
if data and isinstance(data, (dict, list)):
|
| 206 |
+
data = self._make_json_serializable(data)
|
| 207 |
+
|
| 208 |
+
if op_type == 'write':
|
| 209 |
+
if data is None:
|
| 210 |
+
raise ValueError("Missing data for write operation")
|
| 211 |
+
file_path = self.vram_path / f"{block_id}.npy"
|
| 212 |
+
np.save(file_path, np.array(data))
|
| 213 |
+
self.vram_cache[block_id] = np.array(data)
|
| 214 |
+
|
| 215 |
+
# Store metadata
|
| 216 |
+
metadata = operation.get('metadata', {})
|
| 217 |
+
metadata_path = self.vram_path / f"{block_id}_metadata.json"
|
| 218 |
+
with open(metadata_path, 'w') as f:
|
| 219 |
+
json.dump(metadata, f)
|
| 220 |
+
|
| 221 |
+
return {'status': 'success', 'message': f'Block {block_id} written'}
|
| 222 |
+
|
| 223 |
+
if op_type == 'read':
|
| 224 |
+
if block_id in self.vram_cache:
|
| 225 |
+
# Load metadata
|
| 226 |
+
metadata_path = self.vram_path / f"{block_id}_metadata.json"
|
| 227 |
+
metadata = {}
|
| 228 |
+
if metadata_path.exists():
|
| 229 |
+
with open(metadata_path, 'r') as f:
|
| 230 |
+
metadata = json.load(f)
|
| 231 |
+
|
| 232 |
+
return {
|
| 233 |
+
'status': 'success',
|
| 234 |
+
'data': self.vram_cache[block_id] if isinstance(self.vram_cache[block_id], list) else self.vram_cache[block_id].tolist(),
|
| 235 |
+
'metadata': metadata,
|
| 236 |
+
'source': 'cache'
|
| 237 |
+
}
|
| 238 |
+
|
| 239 |
+
file_path = self.vram_path / f"{block_id}.npy"
|
| 240 |
+
if file_path.exists():
|
| 241 |
+
data = np.load(file_path)
|
| 242 |
+
self.vram_cache[block_id] = np.array(data)
|
| 243 |
+
|
| 244 |
+
# Load metadata
|
| 245 |
+
metadata_path = self.vram_path / f"{block_id}_metadata.json"
|
| 246 |
+
metadata = {}
|
| 247 |
+
if metadata_path.exists():
|
| 248 |
+
with open(metadata_path, 'r') as f:
|
| 249 |
+
metadata = json.load(f)
|
| 250 |
+
|
| 251 |
+
return {
|
| 252 |
+
'status': 'success',
|
| 253 |
+
'data': data.tolist(),
|
| 254 |
+
'metadata': metadata,
|
| 255 |
+
'source': 'disk'
|
| 256 |
+
}
|
| 257 |
+
return {'status': 'error', 'message': 'Block not found'}
|
| 258 |
+
|
| 259 |
+
return {'status': 'error', 'message': f'Unknown operation type: {op_type}'}
|
| 260 |
+
|
| 261 |
+
except ValueError as e:
|
| 262 |
+
return {'status': 'error', 'message': str(e)}
|
| 263 |
+
except Exception as e:
|
| 264 |
+
return {'status': 'error', 'message': f'Operation failed: {str(e)}'}
|
| 265 |
+
|
| 266 |
+
async def handle_state_operation(self, operation: dict) -> dict:
|
| 267 |
+
"""Handle GPU state operations (preserved from WebSocket implementation)"""
|
| 268 |
+
op_type = operation.get('type')
|
| 269 |
+
component = operation.get('component')
|
| 270 |
+
state_id = operation.get('state_id')
|
| 271 |
+
state_data = operation.get('data')
|
| 272 |
+
|
| 273 |
+
file_path = self.state_path / component / f"{state_id}.json"
|
| 274 |
+
|
| 275 |
+
if op_type == 'save':
|
| 276 |
+
file_path.parent.mkdir(parents=True, exist_ok=True)
|
| 277 |
+
with open(file_path, 'w') as f:
|
| 278 |
+
json.dump(state_data, f)
|
| 279 |
+
self.state_cache[f"{component}:{state_id}"] = state_data
|
| 280 |
+
return {'status': 'success', 'message': f'State {state_id} saved'}
|
| 281 |
+
|
| 282 |
+
elif op_type == 'load':
|
| 283 |
+
cache_key = f"{component}:{state_id}"
|
| 284 |
+
if cache_key in self.state_cache:
|
| 285 |
+
return {
|
| 286 |
+
'status': 'success',
|
| 287 |
+
'data': self.state_cache[cache_key],
|
| 288 |
+
'source': 'cache'
|
| 289 |
+
}
|
| 290 |
+
|
| 291 |
+
if file_path.exists():
|
| 292 |
+
with open(file_path) as f:
|
| 293 |
+
state_data = json.load(f)
|
| 294 |
+
self.state_cache[cache_key] = state_data
|
| 295 |
+
return {
|
| 296 |
+
'status': 'success',
|
| 297 |
+
'data': state_data,
|
| 298 |
+
'source': 'disk'
|
| 299 |
+
}
|
| 300 |
+
|
| 301 |
+
return {'status': 'error', 'message': 'State not found'}
|
| 302 |
+
|
| 303 |
+
async def handle_cache_operation(self, operation: dict) -> dict:
|
| 304 |
+
"""Handle cache operations (preserved from WebSocket implementation)"""
|
| 305 |
+
op_type = operation.get('type')
|
| 306 |
+
key = operation.get('key')
|
| 307 |
+
data = operation.get('data')
|
| 308 |
+
|
| 309 |
+
if op_type == 'set':
|
| 310 |
+
self.memory_cache[key] = data
|
| 311 |
+
# Also persist to disk for recovery
|
| 312 |
+
file_path = self.cache_path / f"{key}.json"
|
| 313 |
+
with open(file_path, 'w') as f:
|
| 314 |
+
json.dump(data, f)
|
| 315 |
+
return {'status': 'success', 'message': f'Cache key {key} set'}
|
| 316 |
+
|
| 317 |
+
elif op_type == 'get':
|
| 318 |
+
if key in self.memory_cache:
|
| 319 |
+
return {
|
| 320 |
+
'status': 'success',
|
| 321 |
+
'data': self.memory_cache[key],
|
| 322 |
+
'source': 'memory'
|
| 323 |
+
}
|
| 324 |
+
|
| 325 |
+
file_path = self.cache_path / f"{key}.json"
|
| 326 |
+
if file_path.exists():
|
| 327 |
+
with open(file_path) as f:
|
| 328 |
+
data = json.load(f)
|
| 329 |
+
self.memory_cache[key] = data
|
| 330 |
+
return {
|
| 331 |
+
'status': 'success',
|
| 332 |
+
'data': data,
|
| 333 |
+
'source': 'disk'
|
| 334 |
+
}
|
| 335 |
+
|
| 336 |
+
return {'status': 'error', 'message': 'Cache key not found'}
|
| 337 |
+
|
| 338 |
+
def get_stats(self) -> dict:
|
| 339 |
+
"""Get server statistics"""
|
| 340 |
+
current_time = time.time()
|
| 341 |
+
uptime = current_time - self.start_time
|
| 342 |
+
ops_per_second = self.ops_counter / uptime if uptime > 0 else 0
|
| 343 |
+
|
| 344 |
+
return {
|
| 345 |
+
'uptime': uptime,
|
| 346 |
+
'total_operations': self.ops_counter,
|
| 347 |
+
'ops_per_second': ops_per_second,
|
| 348 |
+
'active_connections': len(self.active_connections),
|
| 349 |
+
'active_http_sessions': len(self.http_sessions),
|
| 350 |
+
'vram_cache_size': len(self.vram_cache),
|
| 351 |
+
'state_cache_size': len(self.state_cache),
|
| 352 |
+
'memory_cache_size': len(self.memory_cache),
|
| 353 |
+
'model_cache_size': len(self.model_cache)
|
| 354 |
+
}
|
| 355 |
+
|
| 356 |
+
# Create server instance
|
| 357 |
+
server = VirtualGPUServer()
|
| 358 |
+
|
| 359 |
+
# Dependency to get current session from JWT token
|
| 360 |
+
def get_current_session(credentials: HTTPAuthorizationCredentials = Depends(security)) -> Dict[str, Any]:
|
| 361 |
+
return server.verify_session_token(credentials.credentials)
|
| 362 |
+
|
| 363 |
+
# HTTP API Endpoints
|
| 364 |
+
|
| 365 |
+
@app.post("/api/v1/sessions", response_model=SessionResponse)
|
| 366 |
+
async def create_session(request: SessionCreateRequest):
|
| 367 |
+
"""Create a new HTTP session"""
|
| 368 |
+
session_id = str(uuid.uuid4())
|
| 369 |
+
client_id = request.client_id or "anonymous"
|
| 370 |
+
|
| 371 |
+
# Create session token
|
| 372 |
+
token = server.create_session_token(session_id, client_id, request.resource_limits)
|
| 373 |
+
|
| 374 |
+
# Store session info
|
| 375 |
+
server.http_sessions[session_id] = {
|
| 376 |
+
'session_id': session_id,
|
| 377 |
+
'client_id': client_id,
|
| 378 |
+
'created_at': time.time(),
|
| 379 |
+
'resource_limits': request.resource_limits or {},
|
| 380 |
+
'ops_count': 0
|
| 381 |
+
}
|
| 382 |
+
|
| 383 |
+
expires_at = datetime.fromtimestamp(time.time() + (JWT_EXPIRATION_HOURS * 3600))
|
| 384 |
+
|
| 385 |
+
return SessionResponse(
|
| 386 |
+
session_token=token,
|
| 387 |
+
session_id=session_id,
|
| 388 |
+
expires_at=expires_at
|
| 389 |
+
)
|
| 390 |
+
|
| 391 |
+
@app.post("/api/v1/vram/blocks/{block_id}", response_model=VRAMResponse)
|
| 392 |
+
async def write_vram_block(
|
| 393 |
+
block_id: str,
|
| 394 |
+
request: VRAMWriteRequest,
|
| 395 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 396 |
+
):
|
| 397 |
+
"""Write tensor data to VRAM block"""
|
| 398 |
+
try:
|
| 399 |
+
operation = {
|
| 400 |
+
'operation': 'vram',
|
| 401 |
+
'type': 'write',
|
| 402 |
+
'block_id': block_id,
|
| 403 |
+
'data': request.data,
|
| 404 |
+
'metadata': request.metadata or {},
|
| 405 |
+
'model_size': request.model_size
|
| 406 |
+
}
|
| 407 |
+
|
| 408 |
+
result = await server.handle_vram_operation(operation)
|
| 409 |
+
server.ops_counter += 1
|
| 410 |
+
|
| 411 |
+
if result['status'] == 'success':
|
| 412 |
+
return VRAMResponse(
|
| 413 |
+
status=result['status'],
|
| 414 |
+
message=result['message']
|
| 415 |
+
)
|
| 416 |
+
else:
|
| 417 |
+
raise HTTPException(status_code=400, detail=result['message'])
|
| 418 |
+
|
| 419 |
+
except Exception as e:
|
| 420 |
+
request_id = server.generate_request_id()
|
| 421 |
+
raise HTTPException(
|
| 422 |
+
status_code=500,
|
| 423 |
+
detail=f"VRAM write operation failed: {str(e)}"
|
| 424 |
+
)
|
| 425 |
+
|
| 426 |
+
@app.get("/api/v1/vram/blocks/{block_id}", response_model=VRAMResponse)
|
| 427 |
+
async def read_vram_block(
|
| 428 |
+
block_id: str,
|
| 429 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 430 |
+
):
|
| 431 |
+
"""Read tensor data from VRAM block"""
|
| 432 |
+
try:
|
| 433 |
+
operation = {
|
| 434 |
+
'operation': 'vram',
|
| 435 |
+
'type': 'read',
|
| 436 |
+
'block_id': block_id
|
| 437 |
+
}
|
| 438 |
+
|
| 439 |
+
result = await server.handle_vram_operation(operation)
|
| 440 |
+
server.ops_counter += 1
|
| 441 |
+
|
| 442 |
+
if result['status'] == 'success':
|
| 443 |
+
return VRAMResponse(
|
| 444 |
+
status=result['status'],
|
| 445 |
+
data=result.get('data'),
|
| 446 |
+
metadata=result.get('metadata'),
|
| 447 |
+
source=result.get('source')
|
| 448 |
+
)
|
| 449 |
+
else:
|
| 450 |
+
raise HTTPException(status_code=404, detail=result['message'])
|
| 451 |
+
|
| 452 |
+
except HTTPException:
|
| 453 |
+
raise
|
| 454 |
+
except Exception as e:
|
| 455 |
+
request_id = server.generate_request_id()
|
| 456 |
+
raise HTTPException(
|
| 457 |
+
status_code=500,
|
| 458 |
+
detail=f"VRAM read operation failed: {str(e)}"
|
| 459 |
+
)
|
| 460 |
+
|
| 461 |
+
@app.delete("/api/v1/vram/blocks/{block_id}")
|
| 462 |
+
async def delete_vram_block(
|
| 463 |
+
block_id: str,
|
| 464 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 465 |
+
):
|
| 466 |
+
"""Delete tensor data from VRAM block"""
|
| 467 |
+
try:
|
| 468 |
+
# Remove from cache
|
| 469 |
+
if block_id in server.vram_cache:
|
| 470 |
+
del server.vram_cache[block_id]
|
| 471 |
+
|
| 472 |
+
# Remove files
|
| 473 |
+
file_path = server.vram_path / f"{block_id}.npy"
|
| 474 |
+
metadata_path = server.vram_path / f"{block_id}_metadata.json"
|
| 475 |
+
|
| 476 |
+
if file_path.exists():
|
| 477 |
+
file_path.unlink()
|
| 478 |
+
if metadata_path.exists():
|
| 479 |
+
metadata_path.unlink()
|
| 480 |
+
|
| 481 |
+
server.ops_counter += 1
|
| 482 |
+
return {"status": "success", "message": f"Block {block_id} deleted"}
|
| 483 |
+
|
| 484 |
+
except Exception as e:
|
| 485 |
+
raise HTTPException(
|
| 486 |
+
status_code=500,
|
| 487 |
+
detail=f"VRAM delete operation failed: {str(e)}"
|
| 488 |
+
)
|
| 489 |
+
|
| 490 |
+
@app.post("/api/v1/state/{component}/{state_id}", response_model=StateResponse)
|
| 491 |
+
async def save_state(
|
| 492 |
+
component: str,
|
| 493 |
+
state_id: str,
|
| 494 |
+
request: StateRequest,
|
| 495 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 496 |
+
):
|
| 497 |
+
"""Save component state"""
|
| 498 |
+
try:
|
| 499 |
+
operation = {
|
| 500 |
+
'operation': 'state',
|
| 501 |
+
'type': 'save',
|
| 502 |
+
'component': component,
|
| 503 |
+
'state_id': state_id,
|
| 504 |
+
'data': request.data
|
| 505 |
+
}
|
| 506 |
+
|
| 507 |
+
result = await server.handle_state_operation(operation)
|
| 508 |
+
server.ops_counter += 1
|
| 509 |
+
|
| 510 |
+
if result['status'] == 'success':
|
| 511 |
+
return StateResponse(
|
| 512 |
+
status=result['status'],
|
| 513 |
+
message=result['message']
|
| 514 |
+
)
|
| 515 |
+
else:
|
| 516 |
+
raise HTTPException(status_code=400, detail=result['message'])
|
| 517 |
+
|
| 518 |
+
except Exception as e:
|
| 519 |
+
raise HTTPException(
|
| 520 |
+
status_code=500,
|
| 521 |
+
detail=f"State save operation failed: {str(e)}"
|
| 522 |
+
)
|
| 523 |
+
|
| 524 |
+
@app.get("/api/v1/state/{component}/{state_id}", response_model=StateResponse)
|
| 525 |
+
async def load_state(
|
| 526 |
+
component: str,
|
| 527 |
+
state_id: str,
|
| 528 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 529 |
+
):
|
| 530 |
+
"""Load component state"""
|
| 531 |
+
try:
|
| 532 |
+
operation = {
|
| 533 |
+
'operation': 'state',
|
| 534 |
+
'type': 'load',
|
| 535 |
+
'component': component,
|
| 536 |
+
'state_id': state_id
|
| 537 |
+
}
|
| 538 |
+
|
| 539 |
+
result = await server.handle_state_operation(operation)
|
| 540 |
+
server.ops_counter += 1
|
| 541 |
+
|
| 542 |
+
if result['status'] == 'success':
|
| 543 |
+
return StateResponse(
|
| 544 |
+
status=result['status'],
|
| 545 |
+
data=result.get('data'),
|
| 546 |
+
source=result.get('source')
|
| 547 |
+
)
|
| 548 |
+
else:
|
| 549 |
+
raise HTTPException(status_code=404, detail=result['message'])
|
| 550 |
+
|
| 551 |
+
except HTTPException:
|
| 552 |
+
raise
|
| 553 |
+
except Exception as e:
|
| 554 |
+
raise HTTPException(
|
| 555 |
+
status_code=500,
|
| 556 |
+
detail=f"State load operation failed: {str(e)}"
|
| 557 |
+
)
|
| 558 |
+
|
| 559 |
+
@app.post("/api/v1/cache/{key}", response_model=CacheResponse)
|
| 560 |
+
async def set_cache(
|
| 561 |
+
key: str,
|
| 562 |
+
request: CacheRequest,
|
| 563 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 564 |
+
):
|
| 565 |
+
"""Set cache value"""
|
| 566 |
+
try:
|
| 567 |
+
operation = {
|
| 568 |
+
'operation': 'cache',
|
| 569 |
+
'type': 'set',
|
| 570 |
+
'key': key,
|
| 571 |
+
'data': request.data
|
| 572 |
+
}
|
| 573 |
+
|
| 574 |
+
result = await server.handle_cache_operation(operation)
|
| 575 |
+
server.ops_counter += 1
|
| 576 |
+
|
| 577 |
+
if result['status'] == 'success':
|
| 578 |
+
return CacheResponse(
|
| 579 |
+
status=result['status'],
|
| 580 |
+
message=result['message']
|
| 581 |
+
)
|
| 582 |
+
else:
|
| 583 |
+
raise HTTPException(status_code=400, detail=result['message'])
|
| 584 |
+
|
| 585 |
+
except Exception as e:
|
| 586 |
+
raise HTTPException(
|
| 587 |
+
status_code=500,
|
| 588 |
+
detail=f"Cache set operation failed: {str(e)}"
|
| 589 |
+
)
|
| 590 |
+
|
| 591 |
+
@app.get("/api/v1/cache/{key}", response_model=CacheResponse)
|
| 592 |
+
async def get_cache(
|
| 593 |
+
key: str,
|
| 594 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 595 |
+
):
|
| 596 |
+
"""Get cache value"""
|
| 597 |
+
try:
|
| 598 |
+
operation = {
|
| 599 |
+
'operation': 'cache',
|
| 600 |
+
'type': 'get',
|
| 601 |
+
'key': key
|
| 602 |
+
}
|
| 603 |
+
|
| 604 |
+
result = await server.handle_cache_operation(operation)
|
| 605 |
+
server.ops_counter += 1
|
| 606 |
+
|
| 607 |
+
if result['status'] == 'success':
|
| 608 |
+
return CacheResponse(
|
| 609 |
+
status=result['status'],
|
| 610 |
+
data=result.get('data'),
|
| 611 |
+
source=result.get('source')
|
| 612 |
+
)
|
| 613 |
+
else:
|
| 614 |
+
raise HTTPException(status_code=404, detail=result['message'])
|
| 615 |
+
|
| 616 |
+
except HTTPException:
|
| 617 |
+
raise
|
| 618 |
+
except Exception as e:
|
| 619 |
+
raise HTTPException(
|
| 620 |
+
status_code=500,
|
| 621 |
+
detail=f"Cache get operation failed: {str(e)}"
|
| 622 |
+
)
|
| 623 |
+
|
| 624 |
+
@app.post("/api/v1/models/{model_name}/load")
|
| 625 |
+
async def load_model(
|
| 626 |
+
model_name: str,
|
| 627 |
+
request: ModelLoadRequest,
|
| 628 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 629 |
+
):
|
| 630 |
+
"""Load AI model"""
|
| 631 |
+
try:
|
| 632 |
+
# Store model information
|
| 633 |
+
model_info = {
|
| 634 |
+
'model_name': model_name,
|
| 635 |
+
'model_data': request.model_data,
|
| 636 |
+
'model_path': request.model_path,
|
| 637 |
+
'model_hash': request.model_hash,
|
| 638 |
+
'loaded_at': time.time(),
|
| 639 |
+
'session_id': session['session_id']
|
| 640 |
+
}
|
| 641 |
+
|
| 642 |
+
server.model_cache[model_name] = model_info
|
| 643 |
+
|
| 644 |
+
# Store in persistent storage
|
| 645 |
+
model_file = server.models_path / f"{model_name}.json"
|
| 646 |
+
with open(model_file, 'w') as f:
|
| 647 |
+
json.dump(model_info, f)
|
| 648 |
+
|
| 649 |
+
server.ops_counter += 1
|
| 650 |
+
return {
|
| 651 |
+
"status": "success",
|
| 652 |
+
"message": f"Model {model_name} loaded successfully",
|
| 653 |
+
"model_info": {
|
| 654 |
+
"name": model_name,
|
| 655 |
+
"loaded_at": model_info['loaded_at']
|
| 656 |
+
}
|
| 657 |
+
}
|
| 658 |
+
|
| 659 |
+
except Exception as e:
|
| 660 |
+
raise HTTPException(
|
| 661 |
+
status_code=500,
|
| 662 |
+
detail=f"Model load operation failed: {str(e)}"
|
| 663 |
+
)
|
| 664 |
+
|
| 665 |
+
@app.post("/api/v1/models/{model_name}/inference")
|
| 666 |
+
async def run_inference(
|
| 667 |
+
model_name: str,
|
| 668 |
+
request: ModelInferenceRequest,
|
| 669 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 670 |
+
):
|
| 671 |
+
"""Run model inference"""
|
| 672 |
+
try:
|
| 673 |
+
# Check if model is loaded
|
| 674 |
+
if model_name not in server.model_cache:
|
| 675 |
+
raise HTTPException(status_code=404, detail=f"Model {model_name} not loaded")
|
| 676 |
+
|
| 677 |
+
# Simulate inference processing
|
| 678 |
+
# In a real implementation, this would invoke the actual model
|
| 679 |
+
result = {
|
| 680 |
+
"status": "success",
|
| 681 |
+
"output": request.input_data, # Echo input for now
|
| 682 |
+
"metrics": {
|
| 683 |
+
"inference_time": 0.1,
|
| 684 |
+
"tokens_processed": len(request.input_data)
|
| 685 |
+
},
|
| 686 |
+
"model_info": server.model_cache[model_name]
|
| 687 |
+
}
|
| 688 |
+
|
| 689 |
+
server.ops_counter += 1
|
| 690 |
+
return result
|
| 691 |
+
|
| 692 |
+
except HTTPException:
|
| 693 |
+
raise
|
| 694 |
+
except Exception as e:
|
| 695 |
+
raise HTTPException(
|
| 696 |
+
status_code=500,
|
| 697 |
+
detail=f"Inference operation failed: {str(e)}"
|
| 698 |
+
)
|
| 699 |
+
|
| 700 |
+
@app.get("/api/v1/models/{model_name}/status")
|
| 701 |
+
async def get_model_status(
|
| 702 |
+
model_name: str,
|
| 703 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 704 |
+
):
|
| 705 |
+
"""Get model status"""
|
| 706 |
+
try:
|
| 707 |
+
if model_name in server.model_cache:
|
| 708 |
+
return {
|
| 709 |
+
"status": "loaded",
|
| 710 |
+
"model_info": server.model_cache[model_name]
|
| 711 |
+
}
|
| 712 |
+
else:
|
| 713 |
+
return {
|
| 714 |
+
"status": "not_loaded",
|
| 715 |
+
"message": f"Model {model_name} is not loaded"
|
| 716 |
+
}
|
| 717 |
+
|
| 718 |
+
except Exception as e:
|
| 719 |
+
raise HTTPException(
|
| 720 |
+
status_code=500,
|
| 721 |
+
detail=f"Model status check failed: {str(e)}"
|
| 722 |
+
)
|
| 723 |
+
|
| 724 |
+
# Multi-chip coordination endpoints
|
| 725 |
+
@app.post("/api/v1/chips/{src_chip_id}/transfer/{dst_chip_id}")
|
| 726 |
+
async def transfer_between_chips(
|
| 727 |
+
src_chip_id: int,
|
| 728 |
+
dst_chip_id: int,
|
| 729 |
+
request: dict,
|
| 730 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 731 |
+
):
|
| 732 |
+
"""Transfer data between GPU chips"""
|
| 733 |
+
try:
|
| 734 |
+
data_id = request.get('data_id')
|
| 735 |
+
if not data_id:
|
| 736 |
+
raise HTTPException(status_code=400, detail="Missing data_id")
|
| 737 |
+
|
| 738 |
+
# Load the source data
|
| 739 |
+
source_operation = {
|
| 740 |
+
'operation': 'vram',
|
| 741 |
+
'type': 'read',
|
| 742 |
+
'block_id': data_id
|
| 743 |
+
}
|
| 744 |
+
|
| 745 |
+
source_result = await server.handle_vram_operation(source_operation)
|
| 746 |
+
if source_result.get('status') != 'success':
|
| 747 |
+
raise HTTPException(status_code=404, detail=f"Source data {data_id} not found")
|
| 748 |
+
|
| 749 |
+
# Create new data ID for destination
|
| 750 |
+
new_data_id = f"{data_id}_chip_{dst_chip_id}"
|
| 751 |
+
|
| 752 |
+
# Store the data with the new ID
|
| 753 |
+
dest_operation = {
|
| 754 |
+
'operation': 'vram',
|
| 755 |
+
'type': 'write',
|
| 756 |
+
'block_id': new_data_id,
|
| 757 |
+
'data': source_result.get('data'),
|
| 758 |
+
'metadata': source_result.get('metadata', {})
|
| 759 |
+
}
|
| 760 |
+
|
| 761 |
+
dest_result = await server.handle_vram_operation(dest_operation)
|
| 762 |
+
if dest_result.get('status') != 'success':
|
| 763 |
+
raise HTTPException(status_code=500, detail="Failed to store transferred data")
|
| 764 |
+
|
| 765 |
+
# Simulate cross-chip transfer
|
| 766 |
+
transfer_id = f"transfer_{time.time_ns()}"
|
| 767 |
+
|
| 768 |
+
result = {
|
| 769 |
+
"status": "success",
|
| 770 |
+
"transfer_id": transfer_id,
|
| 771 |
+
"src_chip": src_chip_id,
|
| 772 |
+
"dst_chip": dst_chip_id,
|
| 773 |
+
"data_id": data_id,
|
| 774 |
+
"new_data_id": new_data_id
|
| 775 |
+
}
|
| 776 |
+
|
| 777 |
+
server.ops_counter += 1
|
| 778 |
+
return result
|
| 779 |
+
|
| 780 |
+
except HTTPException:
|
| 781 |
+
raise
|
| 782 |
+
except Exception as e:
|
| 783 |
+
raise HTTPException(
|
| 784 |
+
status_code=500,
|
| 785 |
+
detail=f"Chip transfer failed: {str(e)}"
|
| 786 |
+
)
|
| 787 |
+
|
| 788 |
+
@app.post("/api/v1/sync/barrier/{barrier_id}")
|
| 789 |
+
async def create_sync_barrier(
|
| 790 |
+
barrier_id: str,
|
| 791 |
+
request: dict,
|
| 792 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 793 |
+
):
|
| 794 |
+
"""Create synchronization barrier"""
|
| 795 |
+
try:
|
| 796 |
+
num_participants = request.get('num_participants', 1)
|
| 797 |
+
|
| 798 |
+
# Store barrier info
|
| 799 |
+
barrier_info = {
|
| 800 |
+
'barrier_id': barrier_id,
|
| 801 |
+
'num_participants': num_participants,
|
| 802 |
+
'arrived_participants': 0,
|
| 803 |
+
'created_at': time.time()
|
| 804 |
+
}
|
| 805 |
+
|
| 806 |
+
server.memory_cache[f"barrier_{barrier_id}"] = barrier_info
|
| 807 |
+
|
| 808 |
+
return {
|
| 809 |
+
"status": "success",
|
| 810 |
+
"barrier_id": barrier_id,
|
| 811 |
+
"num_participants": num_participants
|
| 812 |
+
}
|
| 813 |
+
|
| 814 |
+
except Exception as e:
|
| 815 |
+
raise HTTPException(
|
| 816 |
+
status_code=500,
|
| 817 |
+
detail=f"Barrier creation failed: {str(e)}"
|
| 818 |
+
)
|
| 819 |
+
|
| 820 |
+
@app.put("/api/v1/sync/barrier/{barrier_id}/wait")
|
| 821 |
+
async def wait_sync_barrier(
|
| 822 |
+
barrier_id: str,
|
| 823 |
+
session: Dict[str, Any] = Depends(get_current_session)
|
| 824 |
+
):
|
| 825 |
+
"""Wait at synchronization barrier"""
|
| 826 |
+
try:
|
| 827 |
+
barrier_key = f"barrier_{barrier_id}"
|
| 828 |
+
if barrier_key not in server.memory_cache:
|
| 829 |
+
raise HTTPException(status_code=404, detail="Barrier not found")
|
| 830 |
+
|
| 831 |
+
barrier_info = server.memory_cache[barrier_key]
|
| 832 |
+
barrier_info['arrived_participants'] += 1
|
| 833 |
+
|
| 834 |
+
# Check if all participants have arrived
|
| 835 |
+
if barrier_info['arrived_participants'] >= barrier_info['num_participants']:
|
| 836 |
+
# All participants arrived, release barrier
|
| 837 |
+
del server.memory_cache[barrier_key]
|
| 838 |
+
return {
|
| 839 |
+
"status": "released",
|
| 840 |
+
"message": "All participants arrived, barrier released"
|
| 841 |
+
}
|
| 842 |
+
else:
|
| 843 |
+
return {
|
| 844 |
+
"status": "waiting",
|
| 845 |
+
"arrived": barrier_info['arrived_participants'],
|
| 846 |
+
"total": barrier_info['num_participants']
|
| 847 |
+
}
|
| 848 |
+
|
| 849 |
+
except HTTPException:
|
| 850 |
+
raise
|
| 851 |
+
except Exception as e:
|
| 852 |
+
raise HTTPException(
|
| 853 |
+
status_code=500,
|
| 854 |
+
detail=f"Barrier wait failed: {str(e)}"
|
| 855 |
+
)
|
| 856 |
+
|
| 857 |
+
# Preserved WebSocket endpoints for backward compatibility
|
| 858 |
+
@app.get("/", response_class=HTMLResponse)
|
| 859 |
+
async def handle_index():
|
| 860 |
+
"""Handle HTTP index request"""
|
| 861 |
+
stats = server.get_stats()
|
| 862 |
+
html = f"""
|
| 863 |
+
<!DOCTYPE html>
|
| 864 |
+
<html>
|
| 865 |
+
<head>
|
| 866 |
+
<title>Virtual GPU Server v2.0</title>
|
| 867 |
+
<style>
|
| 868 |
+
body {{ font-family: Arial, sans-serif; margin: 40px; }}
|
| 869 |
+
table {{ border-collapse: collapse; width: 100%; margin-top: 20px; }}
|
| 870 |
+
th, td {{ padding: 12px; text-align: left; border-bottom: 1px solid #ddd; }}
|
| 871 |
+
th {{ background-color: #f2f2f2; }}
|
| 872 |
+
.stats {{ background-color: #f9f9f9; padding: 20px; border-radius: 5px; }}
|
| 873 |
+
.api-info {{ background-color: #e8f4fd; padding: 20px; border-radius: 5px; margin-top: 20px; }}
|
| 874 |
+
</style>
|
| 875 |
+
</head>
|
| 876 |
+
<body>
|
| 877 |
+
<h1>Virtual GPU Server v2.0 Status</h1>
|
| 878 |
+
<div class="api-info">
|
| 879 |
+
<h2>API Information</h2>
|
| 880 |
+
<p><strong>HTTP REST API:</strong> Available at /api/v1/</p>
|
| 881 |
+
<p><strong>WebSocket API:</strong> Available at /ws (backward compatibility)</p>
|
| 882 |
+
<p><strong>API Documentation:</strong> <a href="/docs">/docs</a></p>
|
| 883 |
+
</div>
|
| 884 |
+
<div class="stats">
|
| 885 |
+
<h2>Server Statistics</h2>
|
| 886 |
+
<ul>
|
| 887 |
+
<li>Uptime: {stats['uptime']:.2f} seconds</li>
|
| 888 |
+
<li>Total Operations: {stats['total_operations']}</li>
|
| 889 |
+
<li>Operations per Second: {stats['ops_per_second']:.2f}</li>
|
| 890 |
+
<li>Active WebSocket Connections: {stats['active_connections']}</li>
|
| 891 |
+
<li>Active HTTP Sessions: {stats['active_http_sessions']}</li>
|
| 892 |
+
<li>VRAM Cache Size: {stats['vram_cache_size']}</li>
|
| 893 |
+
<li>State Cache Size: {stats['state_cache_size']}</li>
|
| 894 |
+
<li>Memory Cache Size: {stats['memory_cache_size']}</li>
|
| 895 |
+
<li>Model Cache Size: {stats['model_cache_size']}</li>
|
| 896 |
+
</ul>
|
| 897 |
+
</div>
|
| 898 |
+
<h2>Server Files</h2>
|
| 899 |
+
<iframe src="/files" style="width: 100%; height: 500px; border: none;"></iframe>
|
| 900 |
+
</body>
|
| 901 |
+
</html>
|
| 902 |
+
"""
|
| 903 |
+
return HTMLResponse(content=html)
|
| 904 |
+
|
| 905 |
+
@app.get("/files", response_class=HTMLResponse)
|
| 906 |
+
async def handle_files():
|
| 907 |
+
"""Handle HTTP files listing request"""
|
| 908 |
+
def format_size(size):
|
| 909 |
+
for unit in ['B', 'KB', 'MB', 'GB']:
|
| 910 |
+
if size < 1024:
|
| 911 |
+
return f"{size:.2f} {unit}"
|
| 912 |
+
size /= 1024
|
| 913 |
+
return f"{size:.2f} TB"
|
| 914 |
+
|
| 915 |
+
html = ['<!DOCTYPE html><html><head>',
|
| 916 |
+
'<style>',
|
| 917 |
+
'body { font-family: Arial, sans-serif; margin: 20px; }',
|
| 918 |
+
'table { border-collapse: collapse; width: 100%; }',
|
| 919 |
+
'th, td { padding: 12px; text-align: left; border-bottom: 1px solid #ddd; }',
|
| 920 |
+
'th { background-color: #f2f2f2; }',
|
| 921 |
+
'</style></head><body>',
|
| 922 |
+
'<h2>Server Files</h2>',
|
| 923 |
+
'<table><tr><th>Path</th><th>Size</th><th>Last Modified</th></tr>']
|
| 924 |
+
|
| 925 |
+
for root, _, files in os.walk(server.base_path):
|
| 926 |
+
for file in files:
|
| 927 |
+
full_path = Path(root) / file
|
| 928 |
+
rel_path = full_path.relative_to(server.base_path)
|
| 929 |
+
size = format_size(os.path.getsize(full_path))
|
| 930 |
+
mtime = datetime.fromtimestamp(os.path.getmtime(full_path))
|
| 931 |
+
html.append(f'<tr><td>{rel_path}</td><td>{size}</td><td>{mtime}</td></tr>')
|
| 932 |
+
|
| 933 |
+
html.extend(['</table></body></html>'])
|
| 934 |
+
return HTMLResponse(content='\n'.join(html))
|
| 935 |
+
|
| 936 |
+
# WebSocket endpoint (preserved for backward compatibility)
|
| 937 |
+
@app.websocket("/ws")
|
| 938 |
+
async def websocket_endpoint(websocket: WebSocket):
|
| 939 |
+
await websocket.accept()
|
| 940 |
+
session_id = str(uuid.uuid4())
|
| 941 |
+
server.active_connections[session_id] = websocket
|
| 942 |
+
server.active_sessions[session_id] = {
|
| 943 |
+
'start_time': time.time(),
|
| 944 |
+
'ops_count': 0
|
| 945 |
+
}
|
| 946 |
+
|
| 947 |
+
try:
|
| 948 |
+
while True:
|
| 949 |
+
message = await websocket.receive_json()
|
| 950 |
+
|
| 951 |
+
# Route operation to appropriate handler
|
| 952 |
+
operation_type = message.get('operation')
|
| 953 |
+
if operation_type == 'vram':
|
| 954 |
+
response = await server.handle_vram_operation(message)
|
| 955 |
+
elif operation_type == 'state':
|
| 956 |
+
response = await server.handle_state_operation(message)
|
| 957 |
+
elif operation_type == 'cache':
|
| 958 |
+
response = await server.handle_cache_operation(message)
|
| 959 |
+
else:
|
| 960 |
+
response = {
|
| 961 |
+
'status': 'error',
|
| 962 |
+
'message': 'Unknown operation type'
|
| 963 |
+
}
|
| 964 |
+
|
| 965 |
+
# Update statistics
|
| 966 |
+
server.ops_counter += 1
|
| 967 |
+
server.active_sessions[session_id]['ops_count'] += 1
|
| 968 |
+
|
| 969 |
+
# Send response
|
| 970 |
+
await websocket.send_json(response)
|
| 971 |
+
|
| 972 |
+
except Exception as e:
|
| 973 |
+
print(f"WebSocket error: {e}")
|
| 974 |
+
finally:
|
| 975 |
+
# Cleanup on disconnect
|
| 976 |
+
if session_id in server.active_connections:
|
| 977 |
+
del server.active_connections[session_id]
|
| 978 |
+
if session_id in server.active_sessions:
|
| 979 |
+
del server.active_sessions[session_id]
|
| 980 |
+
|
| 981 |
+
# For running directly (development)
|
| 982 |
+
if __name__ == "__main__":
|
| 983 |
+
import uvicorn
|
| 984 |
+
uvicorn.run("virtual_gpu_server_http:app", host="0.0.0.0", port=7860, reload=True)
|
| 985 |
+
|