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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "api_key = 'xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx'\n",
    "api_path = '/v3/async/instant-id'\n",
    "\n",
    "payload_data = {\n",
    "\t'extra': {\n",
    "\t\t'response_image_type': 'jpeg'\n",
    "\t},\n",
    "\t'model_name': 'sd_xl_base_1.0.safetensors',\n",
    "\t'face_image_assets_ids': [\n",
    "\t\t'cjIvbm92aXRhLWFpLWFzc2V0L2ltYWdlL1JtRDduaU16d3ljTWJOY0hCaXNYM1lwZDNkMnk2YVpl'\n",
    "\t],\n",
    "\t'ref_image_assets_ids': [\n",
    "\t\t'cjIvbm92aXRhLWFpLWFzc2V0L2ltYWdlL1R6WHNyYXdQRlBRZEp6bkJISDd3aHhkU3hOY0ZXc2FD'\n",
    "\t],\n",
    "\t'prompt': 'concept art of a man . digital artwork, illustrative, painterly, matte painting, highly detailed',\n",
    "\t'negative_prompt': 'realistic, photo-realistic, bad quality, bad anatomy, worst quality, low quality, lowres, extra fingers, blur, blurry, ugly, wrong proportions, watermark, image artifacts, bad eyes, bad hands, bad arms',\n",
    "\t'controlnet': {\n",
    "\t\t'units': [\n",
    "\t\t\t{\n",
    "\t\t\t\t'model_name': 'controlnet-openpose-sdxl-1.0',\n",
    "\t\t\t\t'strength': None,\n",
    "\t\t\t\t'guidance_start': None,\n",
    "\t\t\t\t'guidance_end': None,\n",
    "\t\t\t\t'preprocessor': 'openpose'\n",
    "\t\t\t}\n",
    "\t\t]\n",
    "\t},\n",
    "\t'loras': [\n",
    "\t\t{\n",
    "\t\t\t'model_name': 'xl_more_art-full_v1_113467.safetensors',\n",
    "\t\t\t'strength': 0.8\n",
    "\t\t}\n",
    "\t],\n",
    "\t'id_strength': None,\n",
    "\t'adapter_strength': None,\n",
    "\t'width': 768,\n",
    "\t'height': 1024,\n",
    "\t'image_num': 1,\n",
    "\t'steps': 20,\n",
    "\t'seed': -1,\n",
    "\t'guidance_scale': 7.5,\n",
    "\t'sampler_name': 'Euler a',\n",
    "\t'clip_skip': None\n",
    "}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import json\n",
    "\n",
    "\n",
    "headers = {\n",
    "\t'Content-type': 'application/json',\n",
    "\t'Authorization': f'Bearer {api_key}',\n",
    "}\n",
    "\n",
    "response = requests.request('POST', f'https://api.novita.ai{api_path}', headers=headers, data=json.dumps(payload_data))\n",
    "response.text\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'task_id': 'de6c1cb9-cdf7-4ff7-b2e6-b0f94bcb6fd1'}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from novita_client import NovitaClient\n",
    "\n",
    "\n",
    "client = NovitaClient(api_key)\n",
    "\n",
    "res = client._post('/v3/async/instant-id', payload_data)\n",
    "res"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "V3TaskResponse(task=V3TaskResponseTask(task_id='de6c1cb9-cdf7-4ff7-b2e6-b0f94bcb6fd1', status=<V3TaskResponseStatus.TASK_STATUS_SUCCEED: 'TASK_STATUS_SUCCEED'>), images=[V3TaskImage(image_url='https://faas-output-image.s3.ap-southeast-1.amazonaws.com/prod/de6c1cb9-cdf7-4ff7-b2e6-b0f94bcb6fd1/f253de2c05f44befa642a8f71f77c64c.jpeg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIASVPYCN6LRCW3SOUV%2F20240227%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20240227T122429Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&x-id=GetObject&X-Amz-Signature=8cd3391f5ad139b80a3e286c5578561f40259245c3af0893220be5939686c463', image_type='jpeg', image_url_ttl=3600)], videos=[])"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res2 = client.wait_for_task_v3(res['task_id'])\n",
    "res2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://faas-output-image.s3.ap-southeast-1.amazonaws.com/prod/de6c1cb9-cdf7-4ff7-b2e6-b0f94bcb6fd1/f253de2c05f44befa642a8f71f77c64c.jpeg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIASVPYCN6LRCW3SOUV%2F20240227%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20240227T122429Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&x-id=GetObject&X-Amz-Signature=8cd3391f5ad139b80a3e286c5578561f40259245c3af0893220be5939686c463'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res2.images[0].image_url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<V3TaskResponseStatus.TASK_STATUS_SUCCEED: 'TASK_STATUS_SUCCEED'>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res2.task.status"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       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'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res2.download_images()\n",
    "res2.images_encoded[0]"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "env",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}