{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b6675043",
   "metadata": {},
   "outputs": [],
   "source": [
    "from kafka import KafkaConsumer\n",
    "from time import sleep\n",
    "from json import dumps,loads\n",
    "import json\n",
    "from s3fs import S3FileSystem"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9eeff3ef",
   "metadata": {},
   "outputs": [],
   "source": [
    "consumer = KafkaConsumer(\n",
    "    'demo_test',\n",
    "     bootstrap_servers=[':9092'], #add your IP here\n",
    "    value_deserializer=lambda x: loads(x.decode('utf-8')))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "eda5a608",
   "metadata": {},
   "outputs": [],
   "source": [
    "# for c in consumer:\n",
    "#     print(c.value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8d60dc6c",
   "metadata": {},
   "outputs": [],
   "source": [
    "s3 = S3FileSystem()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0f135e81",
   "metadata": {},
   "outputs": [],
   "source": [
    "for count, i in enumerate(consumer):\n",
    "    with s3.open(\"s3://<>/stock_market_{}.json\".format(count), 'w') as file:\n",
    "        json.dump(i.value, file)    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7b811cb6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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