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{
"cells": [
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: boto3 in c:\\users\\yash joshi\\anaconda3\\lib\\site-packages (1.34.59)\n",
"Collecting botocore<1.35.0,>=1.34.59 (from boto3)\n",
" Downloading botocore-1.34.90-py3-none-any.whl (12.2 MB)\n",
" 0.0/12.2 MB ? eta -:--:--\n",
" - 0.4/12.2 MB 12.2 MB/s eta 0:00:01\n",
" ----- 1.6/12.2 MB 20.5 MB/s eta 0:00:01\n",
" ---------- 3.1/12.2 MB 24.9 MB/s eta 0:00:01\n",
" -------------- 4.3/12.2 MB 24.9 MB/s eta 0:00:01\n",
" ------------------- 5.8/12.2 MB 26.5 MB/s eta 0:00:01\n",
" -------------------- 6.2/12.2 MB 23.3 MB/s eta 0:00:01\n",
" --------------------------- 8.3/12.2 MB 26.7 MB/s eta 0:00:01\n",
" -------------------------------- 9.8/12.2 MB 27.3 MB/s eta 0:00:01\n",
" -------------------------------------- 12.1/12.2 MB 32.8 MB/s eta 0:00:01\n",
" -------------------------------------- 12.2/12.2 MB 32.8 MB/s eta 0:00:01\n",
" --------------------------------------- 12.2/12.2 MB 27.3 MB/s eta 0:00:00\n",
"Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in c:\\users\\yash joshi\\anaconda3\\lib\\site-packages (from boto3) (1.0.1)\n",
"Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in c:\\users\\yash joshi\\anaconda3\\lib\\site-packages (from boto3) (0.10.0)\n",
"Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in c:\\users\\yash joshi\\anaconda3\\lib\\site-packages (from botocore<1.35.0,>=1.34.59->boto3) (2.9.0.post0)\n",
"Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in c:\\users\\yash joshi\\anaconda3\\lib\\site-packages (from botocore<1.35.0,>=1.34.59->boto3) (1.26.18)\n",
"Requirement already satisfied: six>=1.5 in c:\\users\\yash joshi\\anaconda3\\lib\\site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.35.0,>=1.34.59->boto3) (1.16.0)\n",
"Installing collected packages: botocore\n",
" Attempting uninstall: botocore\n",
" Found existing installation: botocore 1.27.59\n",
" Uninstalling botocore-1.27.59:\n",
" Successfully uninstalled botocore-1.27.59\n",
"Successfully installed botocore-1.34.90\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
"aiobotocore 2.4.2 requires botocore<1.27.60,>=1.27.59, but you have botocore 1.34.90 which is incompatible.\n",
"awscli 1.32.59 requires botocore==1.34.59, but you have botocore 1.34.90 which is incompatible.\n"
]
}
],
"source": [
"pip install boto3"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [],
"source": [
"from kafka import KafkaConsumer\n",
"import json\n",
"import boto3\n",
"\n",
"# Initialize the S3 filesystem\n",
"s3_client = boto3.client('s3')"
]
},
{
"cell_type": "code",
"execution_count": 69,
"metadata": {},
"outputs": [],
"source": [
"# Initialize Kafka consumer to subscribe to multiple topics\n",
"consumer = KafkaConsumer(\n",
" 'healthcare-provider-records',\n",
" 'lifestyle-and-diet-surveys',\n",
" 'nutritional-data-systems',\n",
" bootstrap_servers=['54.208.97.228:9092'], # Add your IP here\n",
" group_id='group1',\n",
" value_deserializer=lambda x: json.loads(x.decode('utf-8')))"
]
},
{
"cell_type": "code",
"execution_count": 73,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Successfully uploaded record_0.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_0.json\n",
"Successfully uploaded record_1.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_1.json\n",
"Successfully uploaded record_2.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_2.json\n",
"Successfully uploaded record_3.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_3.json\n",
"Successfully uploaded record_4.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_4.json\n",
"Successfully uploaded record_5.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_5.json\n",
"Successfully uploaded record_6.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_6.json\n",
"Successfully uploaded record_7.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_7.json\n",
"Successfully uploaded record_8.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_8.json\n",
"Successfully uploaded record_9.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_9.json\n",
"Successfully uploaded record_10.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_10.json\n",
"Successfully uploaded record_11.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_11.json\n",
"Successfully uploaded record_12.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_12.json\n",
"Successfully uploaded record_13.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_13.json\n",
"Successfully uploaded record_14.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_14.json\n",
"Successfully uploaded record_15.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_15.json\n",
"Successfully uploaded record_16.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_16.json\n",
"Successfully uploaded record_17.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_17.json\n",
"Successfully uploaded record_18.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_18.json\n",
"Successfully uploaded record_19.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_19.json\n",
"Successfully uploaded record_20.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_20.json\n",
"Successfully uploaded record_21.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_21.json\n",
"Successfully uploaded record_22.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_22.json\n",
"Successfully uploaded record_23.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_23.json\n",
"Successfully uploaded record_24.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_24.json\n",
"Successfully uploaded record_25.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_25.json\n",
"Successfully uploaded record_26.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_26.json\n",
"Successfully uploaded record_27.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_27.json\n",
"Successfully uploaded record_28.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_28.json\n",
"Successfully uploaded record_29.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_29.json\n",
"Successfully uploaded record_30.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_30.json\n",
"Successfully uploaded record_31.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_31.json\n",
"Successfully uploaded record_32.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_32.json\n",
"Successfully uploaded record_33.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_33.json\n",
"Successfully uploaded record_34.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_34.json\n",
"Successfully uploaded record_35.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_35.json\n",
"Successfully uploaded record_36.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_36.json\n",
"Successfully uploaded record_37.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_37.json\n",
"Successfully uploaded record_38.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_38.json\n",
"Successfully uploaded record_39.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_39.json\n",
"Successfully uploaded record_40.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_40.json\n",
"Successfully uploaded record_41.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_41.json\n",
"Successfully uploaded record_42.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_42.json\n",
"Successfully uploaded record_43.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_43.json\n",
"Successfully uploaded record_44.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_44.json\n",
"Successfully uploaded record_45.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_45.json\n",
"Successfully uploaded record_46.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_46.json\n",
"Successfully uploaded record_47.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_47.json\n",
"Successfully uploaded record_48.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_48.json\n",
"Successfully uploaded record_49.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_49.json\n",
"Successfully uploaded record_50.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_50.json\n",
"Successfully uploaded record_51.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_51.json\n",
"Successfully uploaded record_52.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_52.json\n",
"Successfully uploaded record_53.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_53.json\n",
"Successfully uploaded record_54.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_54.json\n",
"Successfully uploaded record_55.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_55.json\n",
"Successfully uploaded record_56.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_56.json\n",
"Successfully uploaded record_57.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_57.json\n",
"Successfully uploaded record_58.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_58.json\n",
"Successfully uploaded record_59.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_59.json\n",
"Successfully uploaded record_60.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_60.json\n",
"Successfully uploaded record_61.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_61.json\n",
"Successfully uploaded record_62.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_62.json\n",
"Successfully uploaded record_63.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_63.json\n",
"Successfully uploaded record_64.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_64.json\n",
"Successfully uploaded record_65.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_65.json\n",
"Successfully uploaded record_66.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_66.json\n",
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"Successfully uploaded record_69.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_69.json\n",
"Successfully uploaded record_70.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_70.json\n",
"Successfully uploaded record_71.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_71.json\n",
"Successfully uploaded record_72.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_72.json\n",
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"Successfully uploaded record_340.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_340.json\n",
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"Successfully uploaded record_528.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_528.json\n",
"Successfully uploaded record_529.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_529.json\n",
"Successfully uploaded record_530.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_530.json\n",
"Successfully uploaded record_531.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_531.json\n",
"Successfully uploaded record_532.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_532.json\n",
"Successfully uploaded record_533.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_533.json\n",
"Successfully uploaded record_534.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_534.json\n",
"Successfully uploaded record_535.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_535.json\n",
"Successfully uploaded record_536.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_536.json\n",
"Successfully uploaded record_537.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_537.json\n",
"Successfully uploaded record_538.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_538.json\n",
"Successfully uploaded record_539.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_539.json\n",
"Successfully uploaded record_540.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_540.json\n",
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"Successfully uploaded record_543.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_543.json\n",
"Successfully uploaded record_544.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_544.json\n",
"Successfully uploaded record_545.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_545.json\n",
"Successfully uploaded record_546.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_546.json\n",
"Successfully uploaded record_547.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_547.json\n",
"Successfully uploaded record_548.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_548.json\n",
"Successfully uploaded record_549.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_549.json\n",
"Successfully uploaded record_550.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_550.json\n",
"Successfully uploaded record_551.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_551.json\n",
"Successfully uploaded record_552.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_552.json\n",
"Successfully uploaded record_553.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_553.json\n",
"Successfully uploaded record_554.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_554.json\n",
"Successfully uploaded record_555.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_555.json\n",
"Successfully uploaded record_556.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_556.json\n",
"Successfully uploaded record_557.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_557.json\n",
"Successfully uploaded record_558.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_558.json\n",
"Successfully uploaded record_559.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_559.json\n",
"Successfully uploaded record_560.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_560.json\n",
"Successfully uploaded record_561.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_561.json\n",
"Successfully uploaded record_562.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_562.json\n",
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"Successfully uploaded record_564.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_564.json\n",
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"Successfully uploaded record_567.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_567.json\n",
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"Successfully uploaded record_569.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_569.json\n",
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"Successfully uploaded record_587.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_587.json\n",
"Successfully uploaded record_588.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_588.json\n",
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"Successfully uploaded record_590.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_590.json\n",
"Successfully uploaded record_591.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_591.json\n",
"Successfully uploaded record_592.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_592.json\n",
"Successfully uploaded record_593.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_593.json\n",
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"Successfully uploaded record_596.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_596.json\n",
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"Successfully uploaded record_601.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_601.json\n",
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"Successfully uploaded record_613.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_613.json\n",
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"Successfully uploaded record_715.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_715.json\n",
"Successfully uploaded record_716.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_716.json\n",
"Successfully uploaded record_717.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_717.json\n",
"Successfully uploaded record_718.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_718.json\n",
"Successfully uploaded record_719.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_719.json\n",
"Successfully uploaded record_720.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_720.json\n",
"Successfully uploaded record_721.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_721.json\n",
"Successfully uploaded record_722.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_722.json\n",
"Successfully uploaded record_723.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_723.json\n",
"Successfully uploaded record_724.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_724.json\n",
"Successfully uploaded record_725.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_725.json\n",
"Successfully uploaded record_726.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_726.json\n",
"Successfully uploaded record_727.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_727.json\n",
"Successfully uploaded record_728.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_728.json\n",
"Successfully uploaded record_729.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_729.json\n",
"Successfully uploaded record_730.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_730.json\n",
"Successfully uploaded record_731.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_731.json\n",
"Successfully uploaded record_732.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_732.json\n",
"Successfully uploaded record_733.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_733.json\n",
"Successfully uploaded record_734.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_734.json\n",
"Successfully uploaded record_735.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_735.json\n",
"Successfully uploaded record_736.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_736.json\n",
"Successfully uploaded record_737.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_737.json\n",
"Successfully uploaded record_738.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_738.json\n",
"Successfully uploaded record_739.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_739.json\n",
"Successfully uploaded record_740.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_740.json\n",
"Successfully uploaded record_741.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_741.json\n",
"Successfully uploaded record_742.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_742.json\n",
"Successfully uploaded record_743.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_743.json\n",
"Successfully uploaded record_744.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_744.json\n",
"Successfully uploaded record_745.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_745.json\n",
"Successfully uploaded record_746.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_746.json\n",
"Successfully uploaded record_747.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_747.json\n",
"Successfully uploaded record_748.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_748.json\n",
"Successfully uploaded record_749.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_749.json\n",
"Successfully uploaded record_750.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_750.json\n",
"Successfully uploaded record_751.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_751.json\n",
"Successfully uploaded record_752.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_752.json\n",
"Successfully uploaded record_753.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_753.json\n",
"Successfully uploaded record_754.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_754.json\n",
"Successfully uploaded record_755.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_755.json\n",
"Successfully uploaded record_756.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_756.json\n",
"Successfully uploaded record_757.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_757.json\n",
"Successfully uploaded record_758.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_758.json\n",
"Successfully uploaded record_759.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_759.json\n",
"Successfully uploaded record_760.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_760.json\n",
"Successfully uploaded record_761.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_761.json\n",
"Successfully uploaded record_762.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_762.json\n",
"Successfully uploaded record_763.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_763.json\n",
"Successfully uploaded record_764.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_764.json\n",
"Successfully uploaded record_765.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_765.json\n",
"Successfully uploaded record_766.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_766.json\n",
"Successfully uploaded record_767.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_767.json\n",
"Successfully uploaded record_768.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_768.json\n",
"Successfully uploaded record_769.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_769.json\n",
"Successfully uploaded record_770.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_770.json\n",
"Successfully uploaded record_771.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_771.json\n",
"Successfully uploaded record_772.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_772.json\n",
"Successfully uploaded record_773.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_773.json\n",
"Successfully uploaded record_774.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_774.json\n",
"Successfully uploaded record_775.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_775.json\n",
"Successfully uploaded record_776.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_776.json\n",
"Successfully uploaded record_777.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_777.json\n",
"Successfully uploaded record_778.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_778.json\n",
"Successfully uploaded record_779.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_779.json\n",
"Successfully uploaded record_780.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_780.json\n",
"Successfully uploaded record_781.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_781.json\n",
"Successfully uploaded record_782.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_782.json\n",
"Successfully uploaded record_783.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_783.json\n",
"Successfully uploaded record_784.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_784.json\n",
"Successfully uploaded record_785.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_785.json\n",
"Successfully uploaded record_786.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_786.json\n",
"Successfully uploaded record_787.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_787.json\n",
"Successfully uploaded record_788.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_788.json\n",
"Successfully uploaded record_789.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_789.json\n",
"Successfully uploaded record_790.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_790.json\n",
"Successfully uploaded record_791.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_791.json\n",
"Successfully uploaded record_792.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_792.json\n",
"Successfully uploaded record_793.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_793.json\n",
"Successfully uploaded record_794.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_794.json\n",
"Successfully uploaded record_795.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_795.json\n",
"Successfully uploaded record_796.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_796.json\n",
"Successfully uploaded record_797.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_797.json\n",
"Successfully uploaded record_798.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_798.json\n",
"Successfully uploaded record_799.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_799.json\n",
"Successfully uploaded record_800.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_800.json\n",
"Successfully uploaded record_801.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_801.json\n",
"Successfully uploaded record_802.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_802.json\n",
"Successfully uploaded record_803.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_803.json\n",
"Successfully uploaded record_804.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_804.json\n",
"Successfully uploaded record_805.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_805.json\n",
"Successfully uploaded record_806.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_806.json\n",
"Successfully uploaded record_807.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_807.json\n",
"Successfully uploaded record_808.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_808.json\n",
"Successfully uploaded record_809.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_809.json\n",
"Successfully uploaded record_810.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_810.json\n",
"Successfully uploaded record_811.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_811.json\n",
"Successfully uploaded record_812.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_812.json\n",
"Successfully uploaded record_813.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_813.json\n",
"Successfully uploaded record_814.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_814.json\n",
"Successfully uploaded record_815.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_815.json\n",
"Successfully uploaded record_816.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_816.json\n",
"Successfully uploaded record_817.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_817.json\n",
"Successfully uploaded record_818.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_818.json\n",
"Successfully uploaded record_819.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_819.json\n",
"Successfully uploaded record_820.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_820.json\n",
"Successfully uploaded record_821.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_821.json\n",
"Successfully uploaded record_822.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_822.json\n",
"Successfully uploaded record_823.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_823.json\n",
"Successfully uploaded record_824.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_824.json\n",
"Successfully uploaded record_825.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_825.json\n",
"Successfully uploaded record_826.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_826.json\n",
"Successfully uploaded record_827.json to mcgill-mma-enterpriseanalytics-project-yash/healthcare-provider-records/record_827.json\n"
]
}
],
"source": [
"bucket_name = 'mcgill-mma-enterpriseanalytics-project-yash'\n",
"# Define a mapping from topic names to folder names\n",
"folder_map = {\n",
" 'healthcare-provider-records': 'healthcare-provider-records',\n",
" 'lifestyle-and-diet-surveys': 'lifestyle-and-diet-surveys',\n",
" 'nutritional-data-systems': 'nutritional-data-systems'\n",
"}\n",
"\n",
"# Process messages\n",
"for count, message in enumerate(consumer):\n",
" if message.value is None:\n",
" continue\n",
"\n",
" # Determine the folder based on the message's topic\n",
" folder_name = folder_map.get(message.topic)\n",
"\n",
" # Serialize the message value to JSON\n",
" message_json = json.dumps(message.value)\n",
" \n",
" # Generate the S3 key (path) for the JSON file\n",
" s3_key = f\"{folder_name}/record_{count}.json\"\n",
"\n",
" try:\n",
" # Upload the JSON data to S3\n",
" s3_client.put_object(\n",
" Bucket=bucket_name,\n",
" Key=s3_key,\n",
" Body=message_json,\n",
" ContentType='application/json'\n",
" )\n",
" print(f\"Successfully uploaded record_{count}.json to {bucket_name}/{s3_key}\")\n",
" \n",
" # Commit the message offset after processing\n",
" consumer.commit()\n",
" except Exception as e:\n",
" print(f\"Failed to upload to S3: {e}\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"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": "3.11.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}