我是Spark和python的新手。我正在使用这些工具将已处理的数据框加载到数据库中。我有这种格式的数据框
+---------------+------------------+--------------------+------------------+
| idfa|latlong_confidence| homeName| home_coordinates|
+--------------------+------------------+--------------------+------------------+
|42a7c54b-f46d-4e5...| 2| Opal Damansara|[3.1489, 101.5978]|
|4dcab66c-270d-41f...| 1|Endah Puri Condom...|[3.0651, 101.7014]|
|4de88596-aa40-425...| 1|Taman Semenyih Me...|[2.9503, 101.8281]|
|5cc08d5b-bec3-439...| 1| Hartamas Regency|[3.1735, 101.6637]|
|c7779e1b-7999-4a1...| 1|Kondominium Selay...|[3.2448, 101.6679]|
|e4c58353-e54c-4b7...| 1|Cheras Intan Apar...|[3.0731, 101.7742]|
|08c14e2b-95d8-47b...| 3| Sri Ixora Apartment|[2.9741, 101.7839]|
|3c0ef4b6-bddd-4bc...| 1|Kompleks Institus...|[1.4674, 103.8928]|
|a4b8d93f-483e-42c...| 1|Taman Kamunting Aman| [4.8983, 100.696]|
|b2a9f28d-16bc-438...| 1|Lagenda Tasek Con...|[1.4877, 103.7233]|
|b7b32511-8ecb-440...| 1|Apartment Belaian...|[3.0417, 101.5175]|
|e4a896ee-b810-47a...| 1|Desa Bayan Apartment|[5.3088, 100.2669]|
|00c3bb1b-c4d6-44c...| 1| Pertama Residency|[3.1159, 101.7296]|
|032ba0fb-e092-4a7...| 1| Wisma Perwira|[3.1601, 101.7425]|
|035c5edd-bd76-4bd...| 1|Mutiara Upper Eas...|[3.1521, 101.7383]|
|061b18b8-5987-4ad...| 1| Oxford|[2.9488, 101.6653]|
|5b5416d4-c15c-432...| 1| UBN Apartments|[3.1528, 101.7067]|
|600bc148-5929-46b...| 1|Amadesa Resort Co...|[3.0846, 101.7022]|
|6842bd0b-1d79-449...| 1|Nibong Indah Apar...|[5.3405, 100.3021]|
|7aaf6f77-5816-4b2...| 2|Pangsapuri Subang...|[3.1874, 101.5343]|
+--------------------+------------------+--------------------+------------------+
现在我需要的是，以以下格式将此数据帧上传到我的数据库中：
{
"idfa" : "42a7c54b-f46d-4e5",
"address" : {
"home" : {
"coordinates" : {
"coordinates":[3.1489, 101.5978],
"type": "Point"
},
"name" : "Opal Damansara",
"confidence" : "2"
}
}
}
请建议我该怎么做。我会很感激的。