使用 python 將復雜的 json 轉換為 CSV
[英]Convert complex json to CSV using python
問題描述
我想使用 python 將我的 json 文件轉換為 CSV 文件，我瀏覽了許多站點，它們都僅限於簡單的 Z466DEEC71ECDF5FCA6DZ8 格式。 有人知道我們如何處理具有嵌套格式的復雜 json 文件嗎？
{“tttt”：“546”tttt，“reportId”：“”，“erete”：“umereteort”，“adpPayrollResponse”：{“asOfDate”：“2020-11-25”，“governmentID”：{“id” ：“xxx-xx-gfdgfg”，“fffffff代碼”：{“fffffff”：“tttt”，“代碼”：“gdfgf”}}，“personalData”：{“personfffffff”：{“givenfffffff”：“tttt”， “middlefffffff”：“S”，“familyfffffff”：“tttt”}，“通訊”：{“電話”：[{
}
],
"emails":[
{
"emailUri":"jtttt"
}
],
"internetAddresses":[
]
},
"address":{
"lineOne":"tttt",
"cityfffffff":"Brgfgfgfdistow",
"subdivisionCode1":{
"fffffff":"VA"
},
"erete":"US",
"erete":"fgfdgfdgfg"
}
},
"main":[
{
"employerfffffff":"tttt",
"legalEntityID":{
"legalEntityID":"fgfdgfgfdg",
"erete":null
},
"gfdgfgfg":{
"lineOne":"9500 fgfdgfdgfdg DR",
"cityfffffff":"MANASSAS",
"gfdgfgf":{
"fffffff":"VA"
},
"fgdfgf":"gfdgdfg",
"erete":"20110"
},
"ffgfg":"2003-06-16",
"erete":{
"fffffff":"Active",
"code":"A"
},
"fgfdggdf":{
"fffffff":"Regular Full-Time",
"code":"FT"
},
"erete":"Business Analyst",
"fdgfdgfg":"gfgfgfg-06fgfgg16",
"fgfdgfdgfg":"dfgfgfdg",
"remunerationSummary":[
{
"payrollYear":2019,
"baseRemunerationeeeeeee":{
"eeeeeee":114329.73,
"cccccc":"tttt"
},
"additionalRemunerations":[
{
"tttt":"tttt",
"remunerationeeeeeee":{
"eeeeeee":22000.0,
"cccccc":"tttt"
}
},
{
"tttt":"tttt",
"remunerationeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"tttt":"YTD Others",
"remunerationeeeeeee":{
"eeeeeee":40558.47,
"cccccc":"tttt"
}
}
],
"totalAnnualRemunerationeeeeeee":{
"eeeeeee":146688.0,
"cccccc":"tttt"
},
"netPayYTDeeeeeee":{
"eeeeeee":85395.04,
"cccccc":"tttt"
}
},
{
"payrollYear":2018,
"baseRemunerationeeeeeee":{
"eeeeeee":31539.28,
"cccccc":"tttt"
},
"additionalRemunerations":[
{
"tttt":"tttt",
"remunerationeeeeeee":{
"eeeeeee":10500.0,
"cccccc":"tttt"
}
},
{
"tttt":"tttt",
"remunerationeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"tttt":"YTD Others",
"remunerationeeeeeee":{
"eeeeeee":11646.84,
"cccccc":"tttt"
}
}
],
"totalAnnualRemunerationeeeeeee":{
"eeeeeee":35301.3,
"cccccc":"tttt"
},
"netPayYTDeeeeeee":{
"eeeeeee":26036.31,
"cccccc":"tttt"
}
}
],
"paymentHistory":[
{
"tttt":true,
"tttt":null,
"dfsd":"2020-11-25",
"payPeriod":{
"tttt":"2020-10-31",
"tttt":"2020-11-13"
},
"payeeeeeee":{
"dfsd":{
"eeeeeee":4640.36,
"cccccc":"tttt"
},
"basePayeeeeeee":{
"eeeeeee":4305.11,
"cccccc":"tttt"
},
"dfsd":{
"eeeeeee":2654.71,
"cccccc":"tttt"
},
"bonusPayeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
},
"overtimePayeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
},
"otherPayeeeeeee":{
"eeeeeee":335.25,
"cccccc":"tttt"
}
},
"tttt":"80.0",
"tttt":{
"fffffff":"tttt",
"code":null
},
"tttt":{
"eeeeeee":4305.11,
"cccccc":"tttt"
},
"123":{
"fffffff":"Bi-Weekly",
"code":"B"
},
"de":[
{
"erete":{
"fffffff":"tttt 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":704.17,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"State 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":219.27,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Local 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Social security 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":273.61,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Retirement de",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":215.26,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Garnishment de",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"tttt",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Benefit de",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":234.22,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"SUI SDI VPDI 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
}
]
},
{
"tttt":false,
"tttt":null,
"dfsd":"2020-11-10",
"payPeriod":{
"tttt":"2020-10-17",
"tttt":"2020-10-30"
},
"payeeeeeee":{
"dfsd":{
"eeeeeee":4325.81,
"cccccc":"tttt"
},
"basePayeeeeeee":{
"eeeeeee":4305.11,
"cccccc":"tttt"
},
"dfsd":{
"eeeeeee":2457.8,
"cccccc":"tttt"
},
"bonusPayeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
},
"overtimePayeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
},
"otherPayeeeeeee":{
"eeeeeee":20.7,
"cccccc":"tttt"
}
},
"tttt":"80.0",
"tttt":{
"fffffff":"tttt",
"code":null
},
"tttt":{
"eeeeeee":4305.11,
"cccccc":"tttt"
},
"123":{
"fffffff":"Bi-Weekly",
"code":"B"
},
"de":[
{
"depositeeeeeee":{
"eeeeeee":2457.8,
"cccccc":"tttt"
},
"dfsd":{
"tttt":"05100001",
"name":"tttt",
"tttt":"tttt"
}
}
],
"de":[
{
"erete":{
"fffffff":"tttt 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":628.68,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"State 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":201.18,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Local 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Social security 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":254.1,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Retirement de",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":215.26,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Garnishment de",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"tttt",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"Benefit de",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":234.22,
"cccccc":"tttt"
}
},
{
"erete":{
"fffffff":"SUI SDI VPDI 123",
"code":null
},
"deductioneeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
}
}
]
},
{
{
"tttt":false,
"tttt":null,
"dfsd":"2020-10-14",
"payPeriod":{
"tttt":"2020-09-19",
"tttt":"2020-10-02"
},
"payeeeeeee":{
"dfsd":{
"eeeeeee":4460.34,
"cccccc":"tttt"
},
"basePayeeeeeee":{
"eeeeeee":4305.11,
"cccccc":"tttt"
},
"dfsd":{
"eeeeeee":2537.29,
"cccccc":"tttt"
},
"bonusPayeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
},
"overtimePayeeeeeee":{
"eeeeeee":0.0,
"cccccc":"tttt"
},
"otherPayeeeeeee":{
"eeeeeee":155.23,
"cccccc":"tttt"
}
},
"tttt":"82.5",
"tttt":{
"fffffff":"tttt",
"code":null
},
"tttt":{
"eeeeeee":4305.11,
"cccccc":"tttt"
},
"123":{
"fffffff":"Bi-Weekly",
"code":"B"
},
"de":[
{
"depositeeeeeee":{
"eeeeeee":2537.29,
"cccccc":"tttt"
},
"dfsd":{
"tttt":"05100001",
"name":"tttt",
"tttt":"tttt"
}
}
],
}
]
}
],
"asaadaff":{
"availableHistorySourceCount":1,
"includedHistorySourceCount":1,
"availablePaymentHistoryMonths":{
"payrollDataMonthCount":26,
"quarterlyDataMonthCount":0
}
},
"adpCorrelationId":"3941321f-844d-46f3-8b4a-7671c80e6e58",
"payrollProvider":"adp"
} }
1 個解決方案
解決方案1
0 2020-12-08 06:29:26
我試圖清理您的樣品 json（第 1 部分）以查看數據和測試轉換為 csv。
以下通用 function 以展平 CSV 列的命名空間。 您將需要為 csv 的特定名稱空間自定義此項。 現在從描述中不清楚。
平面字典{
"tttt": "546",
"reportId": "",
"erete": "umereteort",
"asOfDate_adpPayrollResponse": "2020-11-25",
"id_governmentID_adpPayrollResponse": "xxx-xx-gfdgfg",
"fffffff_fffffffCode_governmentID_adpPayrollResponse": "tttt",
"code_fffffffCode_governmentID_adpPayrollResponse": "gdfgf",
"givenfffffff_personfffffff_personalData_adpPayrollResponse": "tttt",
"middlefffffff_personfffffff_personalData_adpPayrollResponse": "S",
"familyfffffff_personfffffff_personalData_adpPayrollResponse": "tttt",
"telephones_communication_personalData_adpPayrollResponse": [
{}
],
"emails_communication_personalData_adpPayrollResponse": [
{
"emailUri": "jtttt"
}
],
"internetAddresses_communication_personalData_adpPayrollResponse": [],
"lineOne_address_personalData_adpPayrollResponse": "tttt",
"cityfffffff_address_personalData_adpPayrollResponse": "Brgfgfgfdistow",
"fffffff_subdivisionCode1_address_personalData_adpPayrollResponse": "VA",
"erete_address_personalData_adpPayrollResponse": "fgfdgfdgfg"
}
為 CSV 展平 JSON
{ "tttt": "546", "reportId": "", "erete": "umereteort", "asOfDate_adpPayrollResponse": "2020-11-25", "id_governmentID_adpPayrollResponse": "xxx-xx-gfdgfg", "fffffff_fffffffCode_governmentID_adpPayrollResponse": "tttt", "code_fffffffCode_governmentID_adpPayrollResponse": "gdfgf", "givenfffffff_personfffffff_personalData_adpPayrollResponse": "tttt", "middlefffffff_personfffffff_personalData_adpPayrollResponse": "S", "familyfffffff_personfffffff_personalData_adpPayrollResponse": "tttt", "telephones_communication_personalData_adpPayrollResponse": [ {} ], "emails_communication_personalData_adpPayrollResponse": [ { "emailUri": "jtttt" } ], "internetAddresses_communication_personalData_adpPayrollResponse": [], "lineOne_address_personalData_adpPayrollResponse": "tttt", "cityfffffff_address_personalData_adpPayrollResponse": "Brgfgfgfdistow", "fffffff_subdivisionCode1_address_personalData_adpPayrollResponse": "VA", "erete_address_personalData_adpPayrollResponse": "fgfdgfdgfg" }
JSON 來自上述描述的樣本
以下是上面 json 的一些副本作為 flatDict() 的輸入
{
"tttt": "546",
"reportId": "",
"erete": "umereteort",
"adpPayrollResponse": {
"asOfDate": "2020-11-25",
"governmentID": {
"id": "xxx-xx-gfdgfg",
"fffffffCode": {
"fffffff": "tttt",
"code": "gdfgf"
}
},
"personalData": {
"personfffffff": {
"givenfffffff": "tttt",
"middlefffffff": "S",
"familyfffffff": "tttt"
},
"communication": {
"telephones": [
{}
],
"emails": [
{
"emailUri": "jtttt"
}
],
"internetAddresses": []
},
"address": {
"lineOne": "tttt",
"cityfffffff": "Brgfgfgfdistow",
"subdivisionCode1": {
"fffffff": "VA"
},
"erete": "fgfdgfdgfg"
}
}
}
}
漂亮的印刷品
{ "tttt": "546", "reportId": "", "erete": "umereteort", "adpPayrollResponse": { "asOfDate": "2020-11-25", "governmentID": { "id": "xxx-xx-gfdgfg", "fffffffCode": { "fffffff": "tttt", "code": "gdfgf" } }, "personalData": { "personfffffff": { "givenfffffff": "tttt", "middlefffffff": "S", "familyfffffff": "tttt" }, "communication": { "telephones": [ {} ], "emails": [ { "emailUri": "jtttt" } ], "internetAddresses": [] }, "address": { "lineOne": "tttt", "cityfffffff": "Brgfgfgfdistow", "subdivisionCode1": { "fffffff": "VA" }, "erete": "fgfdgfdgfg" } } } }
將 JSON 轉換為 CSV 與復雜的 arrays 在 ZA7F5F35426B927411739231B56382
[英]Convert JSON to CSV with complex arrays in Python
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