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shreyash184 / Walmart-real-time-analysis

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Mock Data Generator #1

Open shreyash184 opened 9 months ago

shreyash184 commented 9 months ago

Please write the python script for below data generation - Real-time streams:

We have below given fields for

Stream 1 – Sales Transaction Stream

Sample data -

{ "transaction_id": "T1001",
"product_id": "P501",
"timestamp": "2023-11-24 00:01:00",
"quantity": 2,
"unit_price": 299.99,
"store_id": "W001" }, {
"transaction_id": "T1002",
"product_id": "P502",
"timestamp": "2023-11-24 00:03:00",
"quantity": 1,
"unit_price": 99.99,
"store_id": "W002"
}

Stream 2: Inventory Updates Stream

Sample Data - { "product_id": "P501",
"timestamp": "2023-11-23 23:59:00",
"quantity_change": -2,
"store_id": "W001"
}, { "product_id": "P502",
"timestamp": "2023-11-24 00:02:00",
"quantity_change": -1,
"store_id": "W002"
}

shreyash184 commented 9 months ago

I am done with the sales transaction stream