test_zmq.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connecting to anti_sus server…\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<SocketContext(connect='tcp://localhost:7777')>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import zmq\n",
    "context = zmq.Context()\n",
    "print(\"Connecting to anti_sus server…\")\n",
    "socket = context.socket(zmq.REQ)\n",
    "socket.connect(\"tcp://localhost:7777\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from PIL import Image\n",
    "import numpy as np\n",
    "p=\"./images/\"\n",
    "imgs = []\n",
    "for file_name in os.listdir(p)[:64]:\n",
    "    img = np.array(Image.open(f\"{p}{file_name}\").convert('RGB').resize((512,512),Image.Resampling.LANCZOS))\n",
    "    imgs.append(img)\n",
    "\n",
    "imgs = np.array(imgs)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(64, 512, 512, 3)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "imgs.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_fit(images):\n",
    "    socket.send(images.tobytes())\n",
    "    message = socket.recv()\n",
    "    return list(np.frombuffer(message,dtype=np.int32))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = check_fit(imgs[:64])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "47"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(x)"
   ]
  }
 ],
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   "name": "python3"
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  "vscode": {
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