{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "ename": "",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31mThe kernel failed to start as '/root/mambaforge/envs/webui/lib/python3.10/site-packages/psutil/_psutil_linux.cpython-310-x86_64-linux-gnu.so' could not be imported from '5.9.2 instead of 5.9.4'.\n",
      "\u001b[1;31mClick <a href='https://aka.ms/kernelFailuresModuleImportErrFromFile'>here</a> for more info."
     ]
    }
   ],
   "source": [
    "# controlnet + txt2img\n",
    "import requests\n",
    "import cv2\n",
    "from base64 import b64encode\n",
    "\n",
    "def readImage(path):\n",
    "    img = cv2.imread(path)\n",
    "    retval, buffer = cv2.imencode('.jpg', img)\n",
    "    b64img = b64encode(buffer).decode(\"utf-8\")\n",
    "    return b64img\n",
    "\n",
    "\n",
    "b64img = readImage(\"test.png\")\n",
    "\n",
    "class controlnetRequest():\n",
    "    def __init__(self, prompt):\n",
    "        self.url = \"http://localhost:7777/controlnet/txt2img\"\n",
    "        self.body = {\n",
    "            \"prompt\": prompt,\n",
    "            \"negative_prompt\": \"\",\n",
    "            \"seed\": -1,\n",
    "            \"subseed\": -1,\n",
    "            \"subseed_strength\": 0,\n",
    "            \"batch_size\": 1,\n",
    "            \"n_iter\": 1,\n",
    "            \"steps\": 15,\n",
    "            \"cfg_scale\": 7,\n",
    "            \"width\": 512,\n",
    "            \"height\": 512,\n",
    "            \"restore_faces\": True,\n",
    "            \"eta\": 0,\n",
    "            \"sampler_index\": \"Euler a\",\n",
    "            \"controlnet_input_image\": [b64img],\n",
    "            \"controlnet_module\": 'openpose',\n",
    "            \"controlnet_model\": 'control_sd15_openpose [fef5e48e]',\n",
    "            \"controlnet_guidance\": 1.0,\n",
    "        }\n",
    "\n",
    "    def sendRequest(self):\n",
    "        r = requests.post(self.url, json=self.body)\n",
    "        return r.json()\n",
    "\n",
    "js = controlnetRequest(\"walter white\").sendRequest()\n",
    "print(js)"
   ]
  }
 ],
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