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"name": "Sample Customer Schema",
"description": "A sample schema for customer data generation",
"fields": [
{
"name": "customer_id",
"type": "integer",
"subtype": "id",
"description": "Unique customer identifier",
"constraints": {
"unique": true,
"min_val": 1,
"max_val": 999999
}
},
{
"name": "first_name",
"type": "text",
"subtype": "name",
"description": "Customer first name",
"constraints": {
"null_percentage": 2
}
},
{
"name": "last_name",
"type": "text",
"subtype": "name",
"description": "Customer last name",
"constraints": {
"null_percentage": 2
}
},
{
"name": "email",
"type": "text",
"subtype": "email",
"description": "Customer email address",
"constraints": {
"unique": true,
"null_percentage": 1
}
},
{
"name": "age",
"type": "integer",
"subtype": "age",
"description": "Customer age",
"constraints": {
"min_val": 18,
"max_val": 80,
"null_percentage": 2
}
},
{
"name": "signup_date",
"type": "date",
"subtype": "signup_date",
"description": "Customer signup date",
"constraints": {
"start_date": "2020-01-01",
"end_date": "2024-12-31"
}
}
]
}
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