I am trying to upload data to the user dataset in AWS Personalize. The schema contains the structure of my CSV. I checked it online for JSON and it shows valid JSON.
{
"type": "record",
"name": "Users",
"namespace": "com.amazonaws.personalize.schema",
"fields": [
{
"name": "user_id",
"type": "string"
},
{
"name": "address",
"type": "record",
"fields" : [
{"name": "address1", "type": "string"},
{"name": "address2", "type": "string"},
{"name": "city", "type": "string"},
{"name": "state", "type": "string"},
{"name": "postalCode", "type": "int"},
{"name": "coordinates", "type": "record",
"fields" : [
{"name": "lat", "type": "float"},
{"name": "lng", "type": "float"}
]}
]
},
{
"name": "firstName",
"type": "string"
},
{
"name": "followRequestId",
"type": "array",
"items": "string"
},
{
"name": "followers",
"type": "array",
"items": "string"
},
{
"name": "fullName",
"type": "string"
},
{
"name": "gender",
"type": "string"
},
{
"name": "interests",
"type": "array",
"items": "string"
},
{
"name": "lastActive",
"type": "long"
},
{
"name": "lastName",
"type": "string"
},
{
"name": "network",
"type": "list"
},
{
"name": "paymentDetails",
"type": "int"
},
{
"name": "personalOccasions",
"type": "array",
"items": "string"
},
{
"name": "productLikeDislike",
"type": "array",
"items": "string"
},
{
"name": "registrationDate",
"type": "long"
},
{
"name": "rewardId",
"type": "string"
},
{
"name": "wishList",
"type": "array",
"items": "string"
}
],
"version": "1.0"
}
You are not writing the record field correctly.
Example:
...
{
"name":"address1",
"type":{
"type":"record",
"name": "address",
"fields": [...]
}
}
...
so when you write a record as a field, first you have the field name and then the "generic" record (which is similar to how a class is: address1 is the variable and address is the class).