用python 实现数据反序列化处理 以及 算法的学习
2018-09-04 11:48
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版权声明：本文为博主原创文章，未经博主允许不得转载。
在现在web开发中，应该有很多的公司已经开始受到前后端分离思想的影响。已经做到了前后端分离，后端在既定约定好的数据格式下进行开发，会导致数据结构与从数据库或者nosql中获取的数据结构太过抽象，而对数据无从下手的情况。
本文是我对数据在不使用组件的情况下对数据的处理。当然用Java开发可以使用到mybatis的collection对数据进行处理，希望大家有空可以看看mybatis的源代码，一定会对你有所帮助。
接下来，是我对数据处理的方式。
[code]data = await db.query(app.pool, "select * from users_orders_view where status in ('HOLDING','DONE') " + where_condition + " order by time_long")
我们先执行上面的代码，是从数据库中获取视图的数据。
这是我们获取到的数据，为了保证数据的完整性，我保留了数据，删除了涉密内容。
[code]{
"data": {
"list": [
{
"id": 1566,
"order_no": "HQ2018081515200139982237",
"amount": 100,
"create_at": 1534346402,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保3天",
"time_long": 3,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "GENERAL",
"rate": 6.8,
"floating_rate": ""
},
{
"id": 1571,
"order_no": "HQ2018081515243690573334",
"amount": 100,
"create_at": 1534346677,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保3天",
"time_long": 3,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "GENERAL",
"rate": 6.8,
"floating_rate": ""
},
{
"id": 1572,
"order_no": "HQ2018081515255384313603",
"amount": 111,
"create_at": 1534346753,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保3天",
"time_long": 3,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "GENERAL",
"rate": 6.8,
"floating_rate": ""
},
{
"id": 1731,
"order_no": "HQ2018082117031080051331",
"amount": 300,
"create_at": 1534870991,
"name": "dwXhyLcDtzpDk7ZNDAwzKc.PTUR5ndUkR_JaQbnVAyE=",
"mobile": "17797689527",
"product_name": " 履保45天-加息",
"time_long": 45,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "GENERAL",
"rate": 6,
"floating_rate": ""
},
{
"id": 1735,
"order_no": "HQ2018082117263038292260",
"amount": 100,
"create_at": 1534872390,
"name": "dwXhyLcDtzpDk7ZNDAwzKc.PTUR5ndUkR_JaQbnVAyE=",
"mobile": "17797689527",
"product_name": " 履保45天-加息",
"time_long": 45,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "GENERAL",
"rate": 6,
"floating_rate": ""
},
{
"id": 1600,
"order_no": "HQ2018081517183560272022",
"amount": 554.08,
"create_at": 1534353515,
"name": "kWgy3MQ.81sR2VdUEgystHxI4A6EpKuoc43WzKPHqgM=",
"mobile": "18298380158",
"product_name": " 履保45天-加息",
"time_long": 45,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HIGHER_RATES",
"rate": 5,
"floating_rate": "0.5"
},
{
"id": 1581,
"order_no": "HQ2018081515484179320217",
"amount": 20001,
"create_at": 1534348121,
"name": null,
"mobile": "13718793491",
"product_name": " 履保45天-E卡",
"time_long": 45,
"channel": null,
"status": "HOLDING",
"channel_name": null,
"kind": "HIGHER_RATES",
"rate": 6,
"floating_rate": ""
},
{
"id": 1765,
"order_no": "HQ2018082217132062323130",
"amount": 100,
"create_at": 1534958001,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保45天-E卡",
"time_long": 45,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HIGHER_RATES",
"rate": 5,
"floating_rate": ""
},
{
"id": 1598,
"order_no": "HQ2018081516482490050364",
"amount": 200,
"create_at": 1534351705,
"name": "PtF5sY9XA8fuBqfcedwtsZ7PsPfmJfAYegsVtzU7oOo=",
"mobile": "17709422943",
"product_name": " 履保45天-加息",
"time_long": 45,
"channel": null,
"status": "HOLDING",
"channel_name": null,
"kind": "HIGHER_RATES",
"rate": 5,
"floating_rate": "0.5"
},
{
"id": 1644,
"order_no": "HQ2018081617293695123466",
"amount": 45869.55,
"create_at": 1534440576,
"name": "kWgy3MQ.81sR2VdUEgystHxI4A6EpKuoc43WzKPHqgM=",
"mobile": "18298380158",
"product_name": " 履保45天-加息",
"time_long": 45,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HIGHER_RATES",
"rate": 5,
"floating_rate": "0.5"
},
{
"id": 1728,
"order_no": "HQ2018082116204684301811",
"amount": 30000,
"create_at": 1534868447,
"name": "dwXhyLcDtzpDk7ZNDAwzKc.PTUR5ndUkR_JaQbnVAyE=",
"mobile": "17797689527",
"product_name": " 履保45天-E卡",
"time_long": 45,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HIGHER_RATES",
"rate": 5,
"floating_rate": ""
},
{
"id": 1729,
"order_no": "HQ2018082116260792612561",
"amount": 30000,
"create_at": 1534868768,
"name": "dwXhyLcDtzpDk7ZNDAwzKc.PTUR5ndUkR_JaQbnVAyE=",
"mobile": "17797689527",
"product_name": " 履保45天-E卡",
"time_long": 45,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HIGHER_RATES",
"rate": 5,
"floating_rate": ""
},
{
"id": 1577,
"order_no": "HQ2018081515374244581818",
"amount": 100,
"create_at": 1534347462,
"name": "k2KejV1OyU8okbeEVIbitGos2UuLo7OKd1Ptdxx.q7I=",
"mobile": "13620654502",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": ""
},
{
"id": 1574,
"order_no": "HQ2018081515360128689945",
"amount": 100,
"create_at": 1534347362,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "渠道cdd",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": ""
},
{
"id": 1590,
"order_no": "HQ2018081515593452599882",
"amount": 222,
"create_at": 1534348774,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "保险",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1667,
"order_no": "HQ2018082015085681261767",
"amount": 177,
"create_at": 1534777736,
"name": "dwXhyLcDtzpDk7ZNDAwzKc.PTUR5ndUkR_JaQbnVAyE=",
"mobile": "17797689527",
"product_name": " 履保90天新手",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "EXCLUSIVE",
"rate": 7.5,
"floating_rate": ""
},
{
"id": 1585,
"order_no": "HQ2018081515525659017049",
"amount": 50000,
"create_at": 1534348377,
"name": "kWgy3MQ.81sR2VdUEgystHxI4A6EpKuoc43WzKPHqgM=",
"mobile": "18298380158",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1576,
"order_no": "HQ2018081515371973462571",
"amount": 100,
"create_at": 1534347439,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "渠道cdd",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": ""
},
{
"id": 1580,
"order_no": "HQ2018081515431793223550",
"amount": 100,
"create_at": 1534347797,
"name": "k2KejV1OyU8okbeEVIbitGos2UuLo7OKd1Ptdxx.q7I=",
"mobile": "13620654502",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": ""
},
{
"id": 1591,
"order_no": "HQ2018081516040563483807",
"amount": 100,
"create_at": 1534349045,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "保险",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1758,
"order_no": "HQ2018082215441145165768",
"amount": 1000,
"create_at": 1534952651,
"name": "3Sd.osjzh8jpixM3j_AH1_e6us7RQXW2pzc_WBbWepw=",
"mobile": "17897687000",
"product_name": " 履保90天新手",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "EXCLUSIVE",
"rate": 7.5,
"floating_rate": ""
},
{
"id": 1709,
"order_no": "HQ2018082019561358277912",
"amount": 100,
"create_at": 1534794974,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保90天新手",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "EXCLUSIVE",
"rate": 7.5,
"floating_rate": ""
},
{
"id": 1588,
"order_no": "HQ2018081515552854936304",
"amount": 111,
"create_at": 1534348528,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "车点点",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1702,
"order_no": "HQ2018082019305279067373",
"amount": 100,
"create_at": 1534793452,
"name": "+W4672Bdm07KG0EuoXmLdAmi2HYIF+fvKBSsEsZ2yLc=",
"mobile": "18195225004",
"product_name": " 履保90天新手",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "EXCLUSIVE",
"rate": 7.5,
"floating_rate": ""
},
{
"id": 1595,
"order_no": "HQ2018081516141719299104",
"amount": 10000.98,
"create_at": 1534349657,
"name": "kWgy3MQ.81sR2VdUEgystHxI4A6EpKuoc43WzKPHqgM=",
"mobile": "18298380158",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1760,
"order_no": "HQ2018082216104850088134",
"amount": 233,
"create_at": 1534954249,
"name": "3Sd.osjzh8jpixM3j_AH1_e6us7RQXW2pzc_WBbWepw=",
"mobile": "17897687000",
"product_name": " 90天(自主选择债券)",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HKLYH",
"rate": 6.2,
"floating_rate": ""
},
{
"id": 1569,
"order_no": "HQ2018081515231058929295",
"amount": 100,
"create_at": 1534346590,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "车点点",
"kind": "EXCLUSIVE",
"rate": 7,
"floating_rate": ""
},
{
"id": 1647,
"order_no": "HQ2018081714524661415434",
"amount": 1000,
"create_at": 1534517567,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "保险",
"kind": "BURSTING",
"rate": 5.5,
"floating_rate": ""
},
{
"id": 1732,
"order_no": "HQ2018082117055161912961",
"amount": 500,
"create_at": 1534871152,
"name": "Sa79oG.c7VZnPceca4lK1_dD94B84UYkgtVhMRGB6Bs=",
"mobile": "17897687002",
"product_name": " 履保90天新手",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "EXCLUSIVE",
"rate": 7.5,
"floating_rate": ""
},
{
"id": 1733,
"order_no": "HQ2018082117082266960595",
"amount": 100,
"create_at": 1534871302,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保90天新手",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "EXCLUSIVE",
"rate": 7.5,
"floating_rate": ""
},
{
"id": 1616,
"order_no": "HQ2018081520254413978135",
"amount": 100,
"create_at": 1534364745,
"name": null,
"mobile": "13718793491",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": null,
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 5.5,
"floating_rate": "0.5"
},
{
"id": 1726,
"order_no": "HQ2018082114542761717373",
"amount": 255,
"create_at": 1534863268,
"name": "S_X_Y47XRIJxCSFSeSmnj72AGoS8PoIEfwsXZS.x8_g=",
"mobile": "15209452920",
"product_name": " 90天(自主选择债券)",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HKLYH",
"rate": 6.2,
"floating_rate": ""
},
{
"id": 1584,
"order_no": "HQ2018081515525336589898",
"amount": 100,
"create_at": 1534348374,
"name": "k2KejV1OyU8okbeEVIbitGos2UuLo7OKd1Ptdxx.q7I=",
"mobile": "13620654502",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1588,
"order_no": "HQ2018081515552854936304",
"amount": 111,
"create_at": 1534348528,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "渠道cdd",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1590,
"order_no": "HQ2018081515593452599882",
"amount": 222,
"create_at": 1534348774,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "车点点",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1757,
"order_no": "HQ2018082215231333459362",
"amount": 100,
"create_at": 1534951393,
"name": "dwXhyLcDtzpDk7ZNDAwzKc.PTUR5ndUkR_JaQbnVAyE=",
"mobile": "17797689527",
"product_name": " 90天(自主选择债券)",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HKLYH",
"rate": 6.2,
"floating_rate": ""
},
{
"id": 1569,
"order_no": "HQ2018081515231058929295",
"amount": 100,
"create_at": 1534346590,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "渠道cdd",
"kind": "EXCLUSIVE",
"rate": 7,
"floating_rate": ""
},
{
"id": 1582,
"order_no": "HQ2018081515504969882879",
"amount": 100,
"create_at": 1534348249,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1574,
"order_no": "HQ2018081515360128689945",
"amount": 100,
"create_at": 1534347362,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "保险",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": ""
},
{
"id": 1591,
"order_no": "HQ2018081516040563483807",
"amount": 100,
"create_at": 1534349045,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保90天-加息",
"time_long": 90,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "车点点",
"kind": "BURSTING",
"rate": 6.5,
"floating_rate": "0.5"
},
{
"id": 1568,
"order_no": "HQ2018081515221283791151",
"amount": 180,
"create_at": 1534346532,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保90天",
"time_long": 90,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "EXCLUSIVE",
"rate": 7,
"floating_rate": ""
},
{
"id": 1763,
"order_no": "HQ2018082217112632117607",
"amount": 100,
"create_at": 1534957886,
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"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 5,
"floating_rate": ""
},
{
"id": 1741,
"order_no": "HQ2018082119325171646602",
"amount": 100,
"create_at": 1534879972,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 产品002",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 9.5,
"floating_rate": "0.5"
},
{
"id": 1650,
"order_no": "HQ2018081716525941810272",
"amount": 50000,
"create_at": 1534524779,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1656,
"order_no": "HQ2018082011160130193116",
"amount": 100,
"create_at": 1534763761,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": "0.5"
},
{
"id": 1624,
"order_no": "HQ2018081602084151732745",
"amount": 100,
"create_at": 1534385321,
"name": "8rWsx9_4IAmE4nxZ6xwkldRMoJdX17AcaHl40RiVBWo=",
"mobile": "18394518892",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HANDPICKED ",
"rate": 7.1,
"floating_rate": "0.5"
},
{
"id": 1705,
"order_no": "HQ2018082019441316930907",
"amount": 100,
"create_at": 1534794253,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": "0.5"
},
{
"id": 1743,
"order_no": "HQ2018082119335039627293",
"amount": 233,
"create_at": 1534880030,
"name": "5awTHucQ8NgocaP9KUWUmCdqYzldxz_R_LNyZp5Bx2c=",
"mobile": "17897687010",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": "0.5"
},
{
"id": 1742,
"order_no": "HQ2018082119334519949585",
"amount": 100,
"create_at": 1534880025,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保360爆款",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 5,
"floating_rate": ""
},
{
"id": 1602,
"order_no": "HQ2018081517295661288450",
"amount": 100,
"create_at": 1534354196,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保365天",
"time_long": 365,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "保险",
"kind": "BURSTING",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1646,
"order_no": "HQ2018081711414719251170",
"amount": 131398.03,
"create_at": 1534506107,
"name": "8rWsx9_4IAmE4nxZ6xwkldRMoJdX17AcaHl40RiVBWo=",
"mobile": "18394518892",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HANDPICKED ",
"rate": 7.1,
"floating_rate": ""
},
{
"id": 1745,
"order_no": "HQ2018082119351382162782",
"amount": 177,
"create_at": 1534880114,
"name": "5awTHucQ8NgocaP9KUWUmCdqYzldxz_R_LNyZp5Bx2c=",
"mobile": "17897687010",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1746,
"order_no": "HQ2018082119353461002486",
"amount": 222.22,
"create_at": 1534880134,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保360爆款",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 5,
"floating_rate": "0.5"
},
{
"id": 1632,
"order_no": "HQ2018081611490195033848",
"amount": 45862.85,
"create_at": 1534420142,
"name": "IGvi9hti.1RW8LfGAUqHfqwUs1Ioycq4VHsH2gmMR64=",
"mobile": "13669360863",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1559,
"order_no": "HQ2018081509343020803557",
"amount": 100,
"create_at": 1534325671,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保365天-E卡",
"time_long": 365,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "保险",
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 9,
"floating_rate": ""
},
{
"id": 1759,
"order_no": "HQ2018082215482559580777",
"amount": 250,
"create_at": 1534952905,
"name": "3Sd.osjzh8jpixM3j_AH1_e6us7RQXW2pzc_WBbWepw=",
"mobile": "17897687000",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": "0.5"
},
{
"id": 1748,
"order_no": "HQ2018082119413657951177",
"amount": 100,
"create_at": 1534880497,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": "0.5"
},
{
"id": 1633,
"order_no": "HQ2018081611491177150898",
"amount": 45862.85,
"create_at": 1534420152,
"name": "IGvi9hti.1RW8LfGAUqHfqwUs1Ioycq4VHsH2gmMR64=",
"mobile": "13669360863",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1564,
"order_no": "HQ2018081511270993200774",
"amount": 100,
"create_at": 1534332429,
"name": "DMa4CmzlkxNIOTATliIuEnHzUS0fX5EKTL7qKwQ.To0=",
"mobile": "18152149829",
"product_name": " 履保365天-E卡",
"time_long": 365,
"channel": "CDD",
"status": "HOLDING",
"channel_name": "保险",
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 9,
"floating_rate": ""
},
{
"id": 1655,
"order_no": "HQ2018082011043530746633",
"amount": 147,
"create_at": 1534763075,
"name": "dwXhyLcDtzpDk7ZNDAwzKc.PTUR5ndUkR_JaQbnVAyE=",
"mobile": "17797689527",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1691,
"order_no": "HQ2018082018123411910347",
"amount": 100,
"create_at": 1534788754,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 产品003",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8,
"floating_rate": "0.5"
},
{
"id": 1567,
"order_no": "HQ2018081515210776071765",
"amount": 100,
"create_at": 1534346467,
"name": "jce1z0gEtHbF5q87kMxLIDXA1.34.uOPndTFExPjxzc=",
"mobile": "13099239535",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HANDPICKED ",
"rate": 6,
"floating_rate": ""
},
{
"id": 1708,
"order_no": "HQ2018082019503719248655",
"amount": 100,
"create_at": 1534794637,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": "0.5"
},
{
"id": 1711,
"order_no": "HQ2018082019590684303869",
"amount": 100,
"create_at": 1534795146,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1749,
"order_no": "HQ2018082119420916807137",
"amount": 112,
"create_at": 1534880529,
"name": "nyIXSOY7_.X6Qz1.ZJzdx9nSnCix4t8e4E3bbatxn8U=",
"mobile": "18399917685",
"product_name": " 履保365天加息",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 8.2,
"floating_rate": "0.5"
},
{
"id": 1625,
"order_no": "HQ2018081602195697495730",
"amount": 100,
"create_at": 1534385997,
"name": "k2KejV1OyU8okbeEVIbitGos2UuLo7OKd1Ptdxx.q7I=",
"mobile": "13620654502",
"product_name": " 履保365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "HANDPICKED ",
"rate": 7.1,
"floating_rate": "0.5"
},
{
"id": 1737,
"order_no": "HQ2018082119231385874823",
"amount": 899.89,
"create_at": 1534879393,
"name": "Z9Hx_zQ47GfWeykir..j9fwt0E.FcR6.a1Y0ixXazkk=",
"mobile": "18399917679",
"product_name": "365天",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "BURSTING",
"rate": 8.2,
"floating_rate": ""
},
{
"id": 1723,
"order_no": "HQ2018082114070729263170",
"amount": 100,
"create_at": 1534860428,
"name": "MMUHdHTtSDAipKOpGJCW9Ljy99xn.L4AqkrH5ie3ZV0=",
"mobile": "18399917689",
"product_name": "360爆款",
"time_long": 365,
"channel": "",
"status": "HOLDING",
"channel_name": null,
"kind": "TEMPORARY_INTEREST_RATE",
"rate": 5,
"floating_rate": "0.5"
}
]
},
"return_code": "0000",
"return_msg": "成功"
}
接下来处理的代码如下，这一步是逻辑处理，相信大家都可以。
[code]
sum_name = []
sum_amount = 0.0
sum_purchase_num = 0
result = {}
for item in data:
if 'name' in item:
name = item['name']
if 'mobile' in item:
mobile = item['mobile']
if 'time_long' in item:
time_long = int(item['time_long'])
# print(time_long)
if 'kind' in item:
kind = item['kind']
if 'product_name' in item:
product_name = item['product_name']
if 'rate' in item:
rate = Decimal(str(calculationUtil.get_double_amount(item['rate'])))
if 'floating_rate' in item:
floating_rate = item['floating_rate']
if 'amount' in item:
amount = item['amount']
sum_amount = Decimal(str(calculationUtil.get_double_amount(amount))) + Decimal(str(calculationUtil.get_double_amount(sum_amount)))
sum_purchase_num += 1
if mobile:
for kind_item in data_kind:
kind_rel = kind_item['kind_sign']
kind_name_rel = kind_item['kind_name']
for rate_item in data_rate:
rate_rel = Decimal(str(calculationUtil.get_double_amount(rate_item['rate'])))
for time_long_item in data_time_long:
time_long_rel = int(time_long_item['time_long'])
if time_long:
if time_long == time_long_rel:
if kind == kind_rel:
if rate == rate_rel:
sum_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_总金额'
buy_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_订单数'
if 'floating_rate' in item:
if item['floating_rate'] != '' and item['floating_rate'] != '0' and item['floating_rate'] != None:
sum_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '+' + str(item['floating_rate']) + '_总金额'
buy_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '+' + str(item['floating_rate']) + '_订单数'
else:
sum_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_总金额'
buy_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_订单数'
else:
sum_key = str(time_long_rel) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_总金额'
buy_key = str(time_long_rel) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_订单数'
if sum_key in result:
sum_val = Decimal(str(calculationUtil.get_double_amount(amount))) + Decimal(str(calculationUtil.get_double_amount(result[sum_key])))
result[sum_key] = sum_val
else:
result[sum_key] = Decimal(str(calculationUtil.get_double_amount(amount)))
if buy_key in result:
result[buy_key] += 1
else:
result[buy_key] = 1
if mobile:
if mobile not in sum_name:
sum_name.append(mobile)
for kind_item in data_kind:
kind_rel = kind_item['kind_sign']
kind_name_rel = kind_item['kind_name']
for rate_item in data_rate:
rate_rel = Decimal(str(calculationUtil.get_double_amount(rate_item['rate'])))
for time_long_item in data_time_long:
time_long_rel = int(time_long_item['time_long'])
if time_long == time_long_rel:
if kind == kind_rel:
if rate == rate_rel:
if 'floating_rate' in item:
if item['floating_rate'] != '' and item['floating_rate'] != '0' and item['floating_rate'] != None:
sum_name_key = str(product_name)+'_'+str(kind_name_rel)+'_利率为' + str(rate_rel) + '+' + str(item['floating_rate']) + '_总人数'
else:
sum_name_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_总人数'
else:
sum_name_key = str(product_name) + '_' + str(kind_name_rel) + '_利率为' + str(rate_rel) + '_总人数'
if sum_name_key in result:
if mobile not in result[sum_name_key]:
result[sum_name_key].append(mobile)
else:
result[sum_name_key] = []
if mobile not in result[sum_name_key]:
result[sum_name_key].append(mobile)
result['购买成功_总金额'] = sum_amount
result['购买成功_总单数'] = sum_purchase_num
result['购买成功_总人数'] = len(sum_name)
for element in result:
val = result[element]
if type(val) == list:
result[element] = len(val)
接下来我们用上面的代码把数据处理成这样。
[code]{
"data": {
" 履保3天_普通产品_利率为6.8_总金额": 311,
" 履保3天_普通产品_利率为6.8_订单数": 3,
" 履保3天_普通产品_利率为6.8_总人数": 1,
" 履保45天-加息_加息券_利率为5.0+0.5_总金额": 46623.63,
" 履保45天-加息_加息券_利率为5.0+0.5_订单数": 3,
" 履保45天-加息_加息券_利率为5.0+0.5_总人数": 2,
" 履保45天-E卡_加息券_利率为5.0_总金额": 60100,
" 履保45天-E卡_加息券_利率为5.0_订单数": 3,
" 履保45天-E卡_加息券_利率为5.0_总人数": 2,
" 履保45天-加息_普通产品_利率为6.0_总金额": 400,
" 履保45天-加息_普通产品_利率为6.0_订单数": 2,
" 履保45天-加息_普通产品_利率为6.0_总人数": 1,
" 履保45天-E卡_加息券_利率为6.0_总金额": 20001,
" 履保45天-E卡_加息券_利率为6.0_订单数": 1,
" 履保45天-E卡_加息券_利率为6.0_总人数": 1,
" 履保90天-加息_爆款产品_利率为6.5+0.5_总金额": 62038.48,
" 履保90天-加息_爆款产品_利率为6.5+0.5_订单数": 17,
" 履保90天-加息_爆款产品_利率为6.5+0.5_总人数": 5,
" 履保90天_新手产品_利率为7.0_总金额": 691,
" 履保90天_新手产品_利率为7.0_订单数": 6,
" 履保90天_新手产品_利率为7.0_总人数": 2,
" 90天(自主选择债券)_回馈老用户_利率为6.2_总金额": 788,
" 90天(自主选择债券)_回馈老用户_利率为6.2_订单数": 5,
" 90天(自主选择债券)_回馈老用户_利率为6.2_总人数": 4,
" 履保90天-加息_爆款产品_利率为5.5_总金额": 3000,
" 履保90天-加息_爆款产品_利率为5.5_订单数": 3,
" 履保90天-加息_爆款产品_利率为5.5_总人数": 1,
" 履保90天爆款_爆款产品_利率为6.5_总金额": 5000,
" 履保90天爆款_爆款产品_利率为6.5_订单数": 1,
" 履保90天爆款_爆款产品_利率为6.5_总人数": 1,
" 履保90天-加息_爆款产品_利率为6.5_总金额": 900,
" 履保90天-加息_爆款产品_利率为6.5_订单数": 9,
" 履保90天-加息_爆款产品_利率为6.5_总人数": 2,
" 履保90天新手_新手产品_利率为7.5_总金额": 2077,
" 履保90天新手_新手产品_利率为7.5_订单数": 7,
" 履保90天新手_新手产品_利率为7.5_总人数": 6,
" 履保90天-加息_爆款产品_利率为7.0_总金额": 111,
" 履保90天-加息_爆款产品_利率为7.0_订单数": 1,
" 履保90天-加息_爆款产品_利率为7.0_总人数": 1,
" 履保90天-加息_爆款产品_利率为5.5+0.5_总金额": 100,
" 履保90天-加息_爆款产品_利率为5.5+0.5_订单数": 1,
" 履保90天-加息_爆款产品_利率为5.5+0.5_总人数": 1,
" 履保180天_限时加息_利率为7.1+0.5_总金额": 4252.78,
" 履保180天_限时加息_利率为7.1+0.5_订单数": 24,
" 履保180天_限时加息_利率为7.1+0.5_总人数": 9,
" 履保180天常规_限时加息_利率为7.1_总金额": 6000,
" 履保180天常规_限时加息_利率为7.1_订单数": 1,
" 履保180天常规_限时加息_利率为7.1_总人数": 1,
" 履保365天加息_限时加息_利率为8.2+0.5_总金额": 33065.99,
" 履保365天加息_限时加息_利率为8.2+0.5_订单数": 28,
" 履保365天加息_限时加息_利率为8.2+0.5_总人数": 9,
" 履保365天-E卡_限时加息_利率为9.0_总金额": 711,
" 履保365天-E卡_限时加息_利率为9.0_订单数": 7,
" 履保365天-E卡_限时加息_利率为9.0_总人数": 2,
" 履保360爆款_限时加息_利率为5.0_总金额": 200,
" 履保360爆款_限时加息_利率为5.0_订单数": 2,
" 履保360爆款_限时加息_利率为5.0_总人数": 2,
" 产品002_限时加息_利率为9.5+0.5_总金额": 247,
" 产品002_限时加息_利率为9.5+0.5_订单数": 2,
" 产品002_限时加息_利率为9.5+0.5_总人数": 2,
" 履保365天_爆款产品_利率为8.2_总金额": 143828.59,
" 履保365天_爆款产品_利率为8.2_订单数": 15,
" 履保365天_爆款产品_利率为8.2_总人数": 6,
" 履保365天加息_限时加息_利率为8.2_总金额": 1065,
" 履保365天加息_限时加息_利率为8.2_订单数": 2,
" 履保365天加息_限时加息_利率为8.2_总人数": 2,
" 履保360爆款_限时加息_利率为5.0+0.5_总金额": 422.22,
" 履保360爆款_限时加息_利率为5.0+0.5_订单数": 3,
" 履保360爆款_限时加息_利率为5.0+0.5_总人数": 2,
" 产品003_限时加息_利率为8.0+0.5_总金额": 300,
" 产品003_限时加息_利率为8.0+0.5_订单数": 3,
" 产品003_限时加息_利率为8.0+0.5_总人数": 2,
"购买成功_总金额": 524031.72,
"购买成功_总单数": 154,
"购买成功_总人数": 20
},
"return_code": "0000",
"return_msg": "成功"
}
接着我们进行下一步
[code]return_data = {}
num = 0
product_name = ''
product_kind = ''
product_rate = ''
product_name_other = ''
product_kind_other = ''
product_rate_other = ''
for elem in result:
num += 1
spl_list = []
deal_num = deal_mod(num)
data_key = elem.split('_')
if len(data_key) == 2:
if '总数' not in return_data:
return_data['总数'] = [result[elem]]
else:
return_data['总数'].append(result[elem])
else:
if deal_num == 1:
product_name = data_key[0]
product_kind = data_key[1]
product_rate = data_key[2]
elif deal_num == 0:
product_name_other = data_key[0]
product_kind_other = data_key[1]
product_rate_other = data_key[2]
if product_name == product_name_other and product_kind == product_kind_other and product_rate == product_rate_other:
if product_name == '玖富履保360爆款' and product_kind == 'TEMPORARY_INTEREST_RATE' and product_rate == 5.0:
print(product_name)
print(product_kind)
print(product_rate)
return_data[data_key[0]+'_'+data_key[1]+'_'+data_key[2]].append(result[elem])
else:
spl_list.append(data_key[0])
spl_list.append(data_key[1])
spl_list.append(data_key[2])
# if data_key[3] == '总金额':
# sum_amount = result[elem]
# elif data_key[3] == '订单数':
# sum_purchase = result[elem]
# elif data_key[3] == '总人数':
# sum_name = result[elem]
spl_list.append(result[elem])
return_data[data_key[0]+'_'+data_key[1]+'_'+data_key[2]] = spl_list
下面是通过上面的代码对数据的进一步处理的结果。
[code]{
"data": {
" 履保3天_普通产品_利率为6.8": [
" 履保3天",
"普通产品",
"利率为6.8",
311,
3,
1
],
" 履保45天-E卡_加息券_利率为6.0": [
" 履保45天-E卡",
"加息券",
"利率为6.0",
20001,
1,
1
],
" 履保45天-E卡_加息券_利率为5.0": [
" 履保45天-E卡",
"加息券",
"利率为5.0",
60100,
3,
2
],
" 履保45天-加息_加息券_利率为5.0+0.5": [
" 履保45天-加息",
"加息券",
"利率为5.0+0.5",
46623.63,
3,
2
],
" 履保45天-加息_普通产品_利率为6.0": [
" 履保45天-加息",
"普通产品",
"利率为6.0",
400,
2,
1
],
" 履保90天-加息_爆款产品_利率为6.5+0.5": [
" 履保90天-加息",
"爆款产品",
"利率为6.5+0.5",
62038.48,
17,
5
],
" 90天(自主选择债券)_回馈老用户_利率为6.2": [
" 90天(自主选择债券)",
"回馈老用户",
"利率为6.2",
788,
5,
4
],
" 履保90天_新手产品_利率为7.0": [
" 履保90天",
"新手产品",
"利率为7.0",
691,
6,
2
],
" 履保90天-加息_爆款产品_利率为5.5": [
" 履保90天-加息",
"爆款产品",
"利率为5.5",
3000,
3,
1
],
" 履保90天-加息_爆款产品_利率为5.5+0.5": [
" 履保90天-加息",
"爆款产品",
"利率为5.5+0.5",
100,
1,
1
],
" 履保90天新手_新手产品_利率为7.5": [
" 履保90天新手",
"新手产品",
"利率为7.5",
2077,
7,
6
],
" 履保90天-加息_爆款产品_利率为6.5": [
" 履保90天-加息",
"爆款产品",
"利率为6.5",
900,
9,
2
],
" 履保90天爆款_爆款产品_利率为6.5": [
" 履保90天爆款",
"爆款产品",
"利率为6.5",
5000,
1,
1
],
" 履保90天-加息_爆款产品_利率为7.0": [
" 履保90天-加息",
"爆款产品",
"利率为7.0",
111,
1,
1
],
" 履保180天_限时加息_利率为7.1+0.5": [
" 履保180天",
"限时加息",
"利率为7.1+0.5",
4252.78,
24,
9
],
" 履保180天常规_限时加息_利率为7.1": [
" 履保180天常规",
"限时加息",
"利率为7.1",
6000,
1,
1
],
" 履保365天加息_限时加息_利率为8.2+0.5": [
" 履保365天加息",
"限时加息",
"利率为8.2+0.5",
33065.99,
28,
9
],
" 履保365天_爆款产品_利率为8.2": [
" 履保365天",
"爆款产品",
"利率为8.2",
143828.59,
15,
6
],
" 产品002_限时加息_利率为9.5+0.5": [
" 产品002",
"限时加息",
"利率为9.5+0.5",
247,
2,
2
],
" 产品003_限时加息_利率为8.0+0.5": [
" 产品003",
"限时加息",
"利率为8.0+0.5",
300,
3,
2
],
" 履保360爆款_限时加息_利率为5.0+0.5": [
" 履保360爆款",
"限时加息",
"利率为5.0+0.5",
422.22,
3,
2
],
" 履保365天加息_限时加息_利率为8.2": [
" 履保365天加息",
"限时加息",
"利率为8.2",
1065,
2,
2
],
" 履保360爆款_限时加息_利率为5.0": [
" 履保360爆款",
"限时加息",
"利率为5.0",
200,
2,
2
],
" 履保365天-E卡_限时加息_利率为9.0": [
" 履保365天-E卡",
"限时加息",
"利率为9.0",
711,
7,
2
],
"总数": [
524031.72,
154,
20
]
},
"return_code": "0000",
"return_msg": "成功"
}
走到这一步，相信大家已经看出来我是在做统计工作了，哈哈。
好吧，我接着往下走。
[code]return_final_list = []
for iev in return_data:
data_dict = {}
if iev != '总数':
data_dict['product_name'] = return_data[iev][0]
data_dict['product_kind'] = return_data[iev][1]
data_dict['product_rate'] = return_data[iev][2]
data_dict['sum_amount'] = return_data[iev][3]
data_dict['sum_pruchase_order'] = return_data[iev][4]
data_dict['sum_name'] = return_data[iev][5]
return_final_list.append(data_dict)
else:
data_dict['product_name'] = '合计'
data_dict['product_kind'] = ''
data_dict['product_rate'] = ''
data_dict['sum_amount'] = return_data[iev][0]
data_dict['sum_pruchase_order'] = return_data[iev][1]
data_dict['sum_name'] = return_data[iev][2]
return_final_list.append(data_dict)
最后是处理的数据。
[code]{
"data": {
"list": [
{
"product_name": " 履保3天",
"product_kind": "普通产品",
"product_rate": "利率为6.8",
"sum_amount": 311,
"sum_pruchase_order": 3,
"sum_name": 1
},
{
"product_name": " 履保45天-加息",
"product_kind": "加息券",
"product_rate": "利率为5.0+0.5",
"sum_amount": 46623.63,
"sum_pruchase_order": 3,
"sum_name": 2
},
{
"product_name": " 履保45天-E卡",
"product_kind": "加息券",
"product_rate": "利率为5.0",
"sum_amount": 60100,
"sum_pruchase_order": 3,
"sum_name": 2
},
{
"product_name": " 履保45天-加息",
"product_kind": "普通产品",
"product_rate": "利率为6.0",
"sum_amount": 400,
"sum_pruchase_order": 2,
"sum_name": 1
},
{
"product_name": " 履保45天-E卡",
"product_kind": "加息券",
"product_rate": "利率为6.0",
"sum_amount": 20001,
"sum_pruchase_order": 1,
"sum_name": 1
},
{
"product_name": " 履保90天-加息",
"product_kind": "爆款产品",
"product_rate": "利率为6.5+0.5",
"sum_amount": 62038.48,
"sum_pruchase_order": 17,
"sum_name": 5
},
{
"product_name": " 履保90天",
"product_kind": "新手产品",
"product_rate": "利率为7.0",
"sum_amount": 691,
"sum_pruchase_order": 6,
"sum_name": 2
},
{
"product_name": " 90天(自主选择债券)",
"product_kind": "回馈老用户",
"product_rate": "利率为6.2",
"sum_amount": 788,
"sum_pruchase_order": 5,
"sum_name": 4
},
{
"product_name": " 履保90天-加息",
"product_kind": "爆款产品",
"product_rate": "利率为5.5",
"sum_amount": 3000,
"sum_pruchase_order": 3,
"sum_name": 1
},
{
"product_name": " 履保90天爆款",
"product_kind": "爆款产品",
"product_rate": "利率为6.5",
"sum_amount": 5000,
"sum_pruchase_order": 1,
"sum_name": 1
},
{
"product_name": " 履保90天-加息",
"product_kind": "爆款产品",
"product_rate": "利率为6.5",
"sum_amount": 900,
"sum_pruchase_order": 9,
"sum_name": 2
},
{
"product_name": " 履保90天新手",
"product_kind": "新手产品",
"product_rate": "利率为7.5",
"sum_amount": 2077,
"sum_pruchase_order": 7,
"sum_name": 6
},
{
"product_name": " 履保90天-加息",
"product_kind": "爆款产品",
"product_rate": "利率为7.0",
"sum_amount": 111,
"sum_pruchase_order": 1,
"sum_name": 1
},
{
"product_name": " 履保90天-加息",
"product_kind": "爆款产品",
"product_rate": "利率为5.5+0.5",
"sum_amount": 100,
"sum_pruchase_order": 1,
"sum_name": 1
},
{
"product_name": " 履保180天",
"product_kind": "限时加息",
"product_rate": "利率为7.1+0.5",
"sum_amount": 4252.78,
"sum_pruchase_order": 24,
"sum_name": 9
},
{
"product_name": " 履保180天常规",
"product_kind": "限时加息",
"product_rate": "利率为7.1",
"sum_amount": 6000,
"sum_pruchase_order": 1,
"sum_name": 1
},
{
"product_name": " 履保365天加息",
"product_kind": "限时加息",
"product_rate": "利率为8.2+0.5",
"sum_amount": 33065.99,
"sum_pruchase_order": 28,
"sum_name": 9
},
{
"product_name": " 履保365天-E卡",
"product_kind": "限时加息",
"product_rate": "利率为9.0",
"sum_amount": 711,
"sum_pruchase_order": 7,
"sum_name": 2
},
{
"product_name": " 履保360爆款",
"product_kind": "限时加息",
"product_rate": "利率为5.0",
"sum_amount": 200,
"sum_pruchase_order": 2,
"sum_name": 2
},
{
"product_name": " 产品002",
"product_kind": "限时加息",
"product_rate": "利率为9.5+0.5",
"sum_amount": 247,
"sum_pruchase_order": 2,
"sum_name": 2
},
{
"product_name": " 履保365天",
"product_kind": "爆款产品",
"product_rate": "利率为8.2",
"sum_amount": 143828.59,
"sum_pruchase_order": 15,
"sum_name": 6
},
{
"product_name": " 履保365天加息",
"product_kind": "限时加息",
"product_rate": "利率为8.2",
"sum_amount": 1065,
"sum_pruchase_order": 2,
"sum_name": 2
},
{
"product_name": " 履保360爆款",
"product_kind": "限时加息",
"product_rate": "利率为5.0+0.5",
"sum_amount": 422.22,
"sum_pruchase_order": 3,
"sum_name": 2
},
{
"product_name": " 产品003",
"product_kind": "限时加息",
"product_rate": "利率为8.0+0.5",
"sum_amount": 300,
"sum_pruchase_order": 3,
"sum_name": 2
},
{
"product_name": "合计",
"product_kind": "",
"product_rate": "",
"sum_amount": 524031.72,
"sum_pruchase_order": 154,
"sum_name": 20
}
]
},
"return_code": "0000",
"return_msg": "成功"
}
以上就是我对这块数据处理的全部内容。大家一定要学会活学活用。上述方法并不使用于所有的数据处理，只不过是即兴发挥，只是很多的小伙伴一遇到类似的问题就会束手无策，下面我会发一下算法的学习连接，不管你是大神还是肉鸡，一定会对你有用。
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