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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/local/lib/python3.10/dist-packages/torchvision/transforms/functional_tensor.py:5: UserWarning: The torchvision.transforms.functional_tensor module is deprecated in 0.15 and will be **removed in 0.17**. Please don't rely on it. You probably just need to use APIs in torchvision.transforms.functional or in torchvision.transforms.v2.functional.\n",
" warnings.warn(\n"
]
}
],
"source": [
"from handler import EndpointHandler\n",
"import base64\n",
"from io import BytesIO\n",
"from PIL import Image\n",
"import cv2\n",
"import random\n",
"import requests"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"https://upscale-process-results.s3.amazonaws.com/1156995e-7c5f-4f0a-aa47-0dc8922f6f69.png 1156995e-7c5f-4f0a-aa47-0dc8922f6f69.png None\n"
]
}
],
"source": [
"API_URL = \"https://po409l85y2ps6yo5.us-east-1.aws.endpoints.huggingface.cloud\"\n",
"headers = {\n",
"\t\"Accept\" : \"application/json\",\n",
"\t\"Content-Type\": \"application/json\" \n",
"}\n",
"\n",
"img_dir = \"test_data/\"\n",
"img_names = [\"4121783.png\", \"FB_IMG_1725931665635.jpg\", \"FB_IMG_1725931665635_gray.jpg\"]\n",
"out_scales = [10, 3, 5.49]\n",
"for img_name, outscale in zip(img_names, out_scales):\n",
"\timage_path = img_dir + img_name\n",
"\t# create payload\n",
"\twith open(image_path, \"rb\") as i:\n",
"\t\tb64 = base64.b64encode(i.read())\n",
"\t\tb64 = b64.decode(\"utf-8\")\n",
"\t\tpayload = {\"inputs\": {\"image\": b64, \"outscale\": outscale}}\n",
"\t\t\n",
"\tresponse = requests.post(API_URL, headers=headers, json=payload)\n",
"\toutput_payload = response.json()\t\n",
"\tprint(output_payload['image_url'], output_payload['image_key'], output_payload['error'])\n",
"\tbreak"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "diffusers",
"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": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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