Untitled.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "import urllib.request\n",
        "import json\n",
        "import os\n",
        "import ssl\n",
        "\n",
        "def allowSelfSignedHttps(allowed):\n",
        "    # bypass the server certificate verification on client side\n",
        "    if allowed and not os.environ.get('PYTHONHTTPSVERIFY', '') and getattr(ssl, '_create_unverified_context', None):\n",
        "        ssl._create_default_https_context = ssl._create_unverified_context\n",
        "\n",
        "allowSelfSignedHttps(True) # this line is needed if you use self-signed certificate in your scoring service.\n",
        "\n",
        "# Request data goes here\n",
        "# The example below assumes JSON formatting which may be updated\n",
        "# depending on the format your endpoint expects.\n",
        "# More information can be found here:\n",
        "# https://docs.microsoft.com/azure/machine-learning/how-to-deploy-advanced-entry-script\n",
        "data =  {\n",
        "  \"Inputs\": {\n",
        "    \"data\": [\n",
        "      {\n",
        "            \"age\": 17,\n",
        "            \"campaign\": 1,\n",
        "            \"cons.conf.idx\": -46.2,\n",
        "            \"cons.price.idx\": 92.893,\n",
        "            \"contact\": \"cellular\",\n",
        "            \"day_of_week\": \"mon\",\n",
        "            \"default\": \"no\",\n",
        "            \"duration\": 971,\n",
        "            \"education\": \"university.degree\",\n",
        "            \"emp.var.rate\": -1.8,\n",
        "            \"euribor3m\": 1.299,\n",
        "            \"housing\": \"yes\",\n",
        "            \"job\": \"blue-collar\",\n",
        "            \"loan\": \"yes\",\n",
        "            \"marital\": \"married\",\n",
        "            \"month\": \"may\",\n",
        "            \"nr.employed\": 5099.1,\n",
        "            \"pdays\": 999,\n",
        "            \"poutcome\": \"failure\",\n",
        "            \"previous\": 1\n",
        "          },\n",
        "          {\n",
        "            \"age\": 87,\n",
        "            \"campaign\": 1,\n",
        "            \"cons.conf.idx\": -46.2,\n",
        "            \"cons.price.idx\": 92.893,\n",
        "            \"contact\": \"cellular\",\n",
        "            \"day_of_week\": \"mon\",\n",
        "            \"default\": \"no\",\n",
        "            \"duration\": 471,\n",
        "            \"education\": \"university.degree\",\n",
        "            \"emp.var.rate\": -1.8,\n",
        "            \"euribor3m\": 1.299,\n",
        "            \"housing\": \"yes\",\n",
        "            \"job\": \"blue-collar\",\n",
        "            \"loan\": \"yes\",\n",
        "            \"marital\": \"married\",\n",
        "            \"month\": \"may\",\n",
        "            \"nr.employed\": 5099.1,\n",
        "            \"pdays\": 999,\n",
        "            \"poutcome\": \"failure\",\n",
        "            \"previous\": 1\n",
        "          },\n",
        "    ]\n",
        "  },\n",
        "  \"GlobalParameters\": {\n",
        "    \"method\": \"predict\"\n",
        "  }\n",
        "}\n",
        "\n",
        "body = str.encode(json.dumps(data))\n",
        "\n",
        "url = 'https://quick-starts-ws-239544-knuki.westus2.inference.ml.azure.com/score'\n",
        "# Replace this with the primary/secondary key or AMLToken for the endpoint\n",
        "api_key = 'rRlz5HQ61PJcs21o4j9hqdHR1Xju6orf'\n",
        "if not api_key:\n",
        "    raise Exception(\"A key should be provided to invoke the endpoint\")\n",
        "\n",
        "# The azureml-model-deployment header will force the request to go to a specific deployment.\n",
        "# Remove this header to have the request observe the endpoint traffic rules\n",
        "headers = {'Content-Type':'application/json', 'Authorization':('Bearer '+ api_key), 'azureml-model-deployment': 'b95ecb74a90b940250-1' }\n",
        "\n",
        "req = urllib.request.Request(url, body, headers)\n",
        "\n",
        "try:\n",
        "    response = urllib.request.urlopen(req)\n",
        "\n",
        "    result = response.read()\n",
        "    print(result)\n",
        "except urllib.error.HTTPError as error:\n",
        "    print(\"The request failed with status code: \" + str(error.code))\n",
        "\n",
        "    # Print the headers - they include the requert ID and the timestamp, which are useful for debugging the failure\n",
        "    print(error.info())\n",
        "    print(error.read().decode(\"utf8\", 'ignore'))"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "b'{\"Results\": [\"no\"]}'\n"
        }
      ],
      "execution_count": 6,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1690878639437
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "https://quick-starts-ws-239544-knuki.westus2.inference.ml.azure.com/swagger.json"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import requests\n",
        "\n",
        "def allowSelfSignedHttps(allowed):\n",
        "    # bypass the server certificate verification on client side\n",
        "    if allowed and not os.environ.get('PYTHONHTTPSVERIFY', '') and getattr(ssl, '_create_unverified_context', None):\n",
        "        ssl._create_default_https_context = ssl._create_unverified_context\n",
        "\n",
        "allowSelfSignedHttps(True) # this line is needed if you use self-signed certificate in your scoring service.\n",
        "\n",
        "\n",
        "url = 'https://quick-starts-ws-239544-knuki.westus2.inference.ml.azure.com/swagger.json'\n",
        "# Replace this with the primary/secondary key or AMLToken for the endpoint\n",
        "api_key = 'rRlz5HQ61PJcs21o4j9hqdHR1Xju6orf'\n",
        "if not api_key:\n",
        "    raise Exception(\"A key should be provided to invoke the endpoint\")\n",
        "\n",
        "# The azureml-model-deployment header will force the request to go to a specific deployment.\n",
        "# Remove this header to have the request observe the endpoint traffic rules\n",
        "headers = {'Content-Type':'application/json', 'Authorization':('Bearer '+ api_key), 'azureml-model-deployment': 'b95ecb74a90b940250-1' }\n",
        "\n",
        "req = urllib.request.Request(url, headers)\n",
        "\n",
        "try:\n",
        "    response = urllib.request.urlopen(req)\n",
        "\n",
        "    result = response.read()\n",
        "    print(result)\n",
        "except urllib.error.HTTPError as error:\n",
        "    print(\"The request failed with status code: \" + str(error.code))\n",
        "\n",
        "    # Print the headers - they include the requert ID and the timestamp, which are useful for debugging the failure\n",
        "    print(error.info())\n",
        "    print(error.read().decode(\"utf8\", 'ignore'))\n"
      ],
      "outputs": [
        {
          "output_type": "error",
          "ename": "TypeError",
          "evalue": "can't concat str to bytes",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
            "Cell \u001b[0;32mIn[12], line 24\u001b[0m\n\u001b[1;32m     21\u001b[0m req \u001b[38;5;241m=\u001b[39m urllib\u001b[38;5;241m.\u001b[39mrequest\u001b[38;5;241m.\u001b[39mRequest(url, headers)\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 24\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[43murllib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murlopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreq\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     26\u001b[0m     result \u001b[38;5;241m=\u001b[39m response\u001b[38;5;241m.\u001b[39mread()\n\u001b[1;32m     27\u001b[0m     \u001b[38;5;28mprint\u001b[39m(result)\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/urllib/request.py:216\u001b[0m, in \u001b[0;36murlopen\u001b[0;34m(url, data, timeout, cafile, capath, cadefault, context)\u001b[0m\n\u001b[1;32m    214\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    215\u001b[0m     opener \u001b[38;5;241m=\u001b[39m _opener\n\u001b[0;32m--> 216\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mopener\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/urllib/request.py:519\u001b[0m, in \u001b[0;36mOpenerDirector.open\u001b[0;34m(self, fullurl, data, timeout)\u001b[0m\n\u001b[1;32m    516\u001b[0m     req \u001b[38;5;241m=\u001b[39m meth(req)\n\u001b[1;32m    518\u001b[0m sys\u001b[38;5;241m.\u001b[39maudit(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124murllib.Request\u001b[39m\u001b[38;5;124m'\u001b[39m, req\u001b[38;5;241m.\u001b[39mfull_url, req\u001b[38;5;241m.\u001b[39mdata, req\u001b[38;5;241m.\u001b[39mheaders, req\u001b[38;5;241m.\u001b[39mget_method())\n\u001b[0;32m--> 519\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_open\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreq\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    521\u001b[0m \u001b[38;5;66;03m# post-process response\u001b[39;00m\n\u001b[1;32m    522\u001b[0m meth_name \u001b[38;5;241m=\u001b[39m protocol\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_response\u001b[39m\u001b[38;5;124m\"\u001b[39m\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/urllib/request.py:536\u001b[0m, in \u001b[0;36mOpenerDirector._open\u001b[0;34m(self, req, data)\u001b[0m\n\u001b[1;32m    533\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m result\n\u001b[1;32m    535\u001b[0m protocol \u001b[38;5;241m=\u001b[39m req\u001b[38;5;241m.\u001b[39mtype\n\u001b[0;32m--> 536\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_call_chain\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_open\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mprotocol\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mprotocol\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\n\u001b[1;32m    537\u001b[0m \u001b[43m                          \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m_open\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mreq\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    538\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m result:\n\u001b[1;32m    539\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m result\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/urllib/request.py:496\u001b[0m, in \u001b[0;36mOpenerDirector._call_chain\u001b[0;34m(self, chain, kind, meth_name, *args)\u001b[0m\n\u001b[1;32m    494\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m handler \u001b[38;5;129;01min\u001b[39;00m handlers:\n\u001b[1;32m    495\u001b[0m     func \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(handler, meth_name)\n\u001b[0;32m--> 496\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    497\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m result \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m    498\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m result\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/urllib/request.py:1391\u001b[0m, in \u001b[0;36mHTTPSHandler.https_open\u001b[0;34m(self, req)\u001b[0m\n\u001b[1;32m   1390\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mhttps_open\u001b[39m(\u001b[38;5;28mself\u001b[39m, req):\n\u001b[0;32m-> 1391\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdo_open\u001b[49m\u001b[43m(\u001b[49m\u001b[43mhttp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mHTTPSConnection\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mreq\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1392\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcontext\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_context\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcheck_hostname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_check_hostname\u001b[49m\u001b[43m)\u001b[49m\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/urllib/request.py:1348\u001b[0m, in \u001b[0;36mAbstractHTTPHandler.do_open\u001b[0;34m(self, http_class, req, **http_conn_args)\u001b[0m\n\u001b[1;32m   1346\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m   1347\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 1348\u001b[0m         \u001b[43mh\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreq\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_method\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mreq\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mselector\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mreq\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1349\u001b[0m \u001b[43m                  \u001b[49m\u001b[43mencode_chunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreq\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhas_header\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mTransfer-encoding\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1350\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mOSError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err: \u001b[38;5;66;03m# timeout error\u001b[39;00m\n\u001b[1;32m   1351\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m URLError(err)\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/http/client.py:1283\u001b[0m, in \u001b[0;36mHTTPConnection.request\u001b[0;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[1;32m   1280\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mrequest\u001b[39m(\u001b[38;5;28mself\u001b[39m, method, url, body\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, headers\u001b[38;5;241m=\u001b[39m{}, \u001b[38;5;241m*\u001b[39m,\n\u001b[1;32m   1281\u001b[0m             encode_chunked\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[1;32m   1282\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Send a complete request to the server.\"\"\"\u001b[39;00m\n\u001b[0;32m-> 1283\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_send_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mencode_chunked\u001b[49m\u001b[43m)\u001b[49m\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/http/client.py:1329\u001b[0m, in \u001b[0;36mHTTPConnection._send_request\u001b[0;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[1;32m   1325\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(body, \u001b[38;5;28mstr\u001b[39m):\n\u001b[1;32m   1326\u001b[0m     \u001b[38;5;66;03m# RFC 2616 Section 3.7.1 says that text default has a\u001b[39;00m\n\u001b[1;32m   1327\u001b[0m     \u001b[38;5;66;03m# default charset of iso-8859-1.\u001b[39;00m\n\u001b[1;32m   1328\u001b[0m     body \u001b[38;5;241m=\u001b[39m _encode(body, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbody\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m-> 1329\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mendheaders\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mencode_chunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mencode_chunked\u001b[49m\u001b[43m)\u001b[49m\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/http/client.py:1278\u001b[0m, in \u001b[0;36mHTTPConnection.endheaders\u001b[0;34m(self, message_body, encode_chunked)\u001b[0m\n\u001b[1;32m   1276\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m   1277\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m CannotSendHeader()\n\u001b[0;32m-> 1278\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_send_output\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmessage_body\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mencode_chunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mencode_chunked\u001b[49m\u001b[43m)\u001b[49m\n",
            "File \u001b[0;32m/anaconda/envs/azureml_py310_sdkv2/lib/python3.10/http/client.py:1075\u001b[0m, in \u001b[0;36mHTTPConnection._send_output\u001b[0;34m(self, message_body, encode_chunked)\u001b[0m\n\u001b[1;32m   1071\u001b[0m         \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[1;32m   1073\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m encode_chunked \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_http_vsn \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m11\u001b[39m:\n\u001b[1;32m   1074\u001b[0m         \u001b[38;5;66;03m# chunked encoding\u001b[39;00m\n\u001b[0;32m-> 1075\u001b[0m         chunk \u001b[38;5;241m=\u001b[39m \u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mchunk\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;132;43;01m:\u001b[39;49;00m\u001b[38;5;124;43mX\u001b[39;49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;130;43;01m\\r\u001b[39;49;00m\u001b[38;5;130;43;01m\\n\u001b[39;49;00m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencode\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mascii\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mchunk\u001b[49m \\\n\u001b[1;32m   1076\u001b[0m             \u001b[38;5;241m+\u001b[39m \u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\r\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m   1077\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msend(chunk)\n\u001b[1;32m   1079\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m encode_chunked \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_http_vsn \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m11\u001b[39m:\n\u001b[1;32m   1080\u001b[0m     \u001b[38;5;66;03m# end chunked transfer\u001b[39;00m\n",
            "\u001b[0;31mTypeError\u001b[0m: can't concat str to bytes"
          ]
        }
      ],
      "execution_count": 12,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1690878800907
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "req"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 10,
          "data": {
            "text/plain": "<urllib.request.Request at 0x7fc91116a710>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 10,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1690878760824
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!wget -password  https://quick-starts-ws-239544-rxwad.westus2.inference.ml.azure.com/swagger.json"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "--2023-08-01 07:34:33--  https://quick-starts-ws-239544-rxwad.westus2.inference.ml.azure.com/swagger.json\r\nResolving quick-starts-ws-239544-rxwad.westus2.inference.ml.azure.com (quick-starts-ws-239544-rxwad.westus2.inference.ml.azure.com)... 40.91.74.249\r\nConnecting to quick-starts-ws-239544-rxwad.westus2.inference.ml.azure.com (quick-starts-ws-239544-rxwad.westus2.inference.ml.azure.com)|40.91.74.249|:443... connected.\r\nHTTP request sent, awaiting response... 403 Forbidden\r\n2023-08-01 07:34:33 ERROR 403: Forbidden.\r\n\r\n"
        }
      ],
      "execution_count": 1,
      "metadata": {}
    }
  ],
  "metadata": {
    "kernelspec": {
      "name": "python310-sdkv2",
      "language": "python",
      "display_name": "Python 3.10 - SDK v2"
    },
    "language_info": {
      "name": "python",
      "version": "3.10.11",
      "mimetype": "text/x-python",
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "pygments_lexer": "ipython3",
      "nbconvert_exporter": "python",
      "file_extension": ".py"
    },
    "microsoft": {
      "ms_spell_check": {
        "ms_spell_check_language": "en"
      }
    },
    "kernel_info": {
      "name": "python310-sdkv2"
    },
    "nteract": {
      "version": "nteract-front-end@1.0.0"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 2
}