Я пытаюсь прочитать некоторые ключи из сгенерированного JSON из REST API. У нас не установлены панды на нашем сервере, поэтому я не могу использовать json_normalize, а версия python 2.6.6.
Я собираюсь прочитать данные из файла. Итак, первая установка будет загружена с использованием json.load:
import json
with open('response.json','r') as f:
data = json.load(f)
Теперь я пытаюсь выполнить цикл для каждого ответа и выбрать значения оттуда ..
Пример ответа:
data = [{
"status": [
{
"type": "Claims",
"code": "000",
"severity": "Success",
"message": "Claim was processed successfully",
"correlationId": "20b74d33-2fc5-4283-8732-393bdf2877b2#12230"
},
{
"type": "Claims",
"code": "4006",
"severity": "Warning",
"message": "AUTH No UM pre-authorizations match (line 1)",
"correlationId": "20b74d33-2fc5-4283-8732-393bdf2877b2#12230"
},
{
"type": "Claims",
"code": "4006",
"severity": "Warning",
"message": "ADD FLN TO ATTACHMENT SCREEN (line 1, 2)",
"correlationId": "20b74d33-2fc5-4283-8732-393bdf2877b2#12230"
}
],
"claimsHeader": {
"claimId": "18GM10618600",
"subscriberId": "114848120",
"groupId": "LABYHP",
"claimType": {"code": "M"},
"claimSubType": {"code": "M"},
"currentStatus": {"code": "01"},
"statusSeqNo": 1,
"lastActionDt": "2018-11-02T11:00:34",
"inputDate": "2018-11-02T00:00:00",
"receivedDt": "2018-11-02T00:00:00",
"acceptDate": "2018-11-02T11:00:34",
"lowServiceDate": "2018-07-30T00:00:00",
"hiServiceDate": "2018-07-30T00:00:00",
"clsProdCategory": {"code": "M"},
"prdApplicationId": "$SC5",
"classID": {"code": "LA32"},
"classPlanId": {"code": "LACAID"},
"productId": {"code": "LACAID"},
"familyInd": {"code": "C"},
"planEntryDate": "2017-11-01T00:00:00",
"memberAge": 26,
"memberRelation": {"code": "M"},
"gender": "F",
"memRecordNo": "00014353290",
"provRelPfx": {"code": "CAID"},
"serviceBenDefn": {"code": "LA01"},
"processingAgent": {"code": "LACD"},
"networkId": {"code": "LANETWORK"},
"agreementId": {"code": "LACDPROF0005"},
"assignmentInd": {"code": "P"},
"payeeProvInd": "002911440501",
"releaseInfoInd": "N",
"otherBenefits": "N",
"accidentAmt": "0.0000",
"similarIllDt": "2018-07-30T00:00:00",
"providerId": "002754207001",
"networkInd": {"code": "I"},
"pcpIndicator": "N",
"pcpProvId": "006492307002",
"patientPaidAmt": "0.0000",
"totalChargeAmt": "1000.0000",
"totalPayable": "125.0000",
"chkCycleOvr": {"code": "S"},
"dragDate": "2018-11-09T00:00:00",
"inputMethod": "W",
"adminEobInd": "A",
"clinicalEdtInd": {"code": "7"},
"capitationInd": {"code": "N"},
"agreementSrc": {"code": "R"},
"productType": {"code": "D"},
"provAddrTyp": "002",
"processAuditInd": "Y",
"hsaIndicator": {"code": "N"},
"clmMultiFunction": [ {
"serviceProvNpi": "1821089822",
"serviceProvTax": "262221423",
"icdVerProcessed": {"code": "0"},
"inpIcdVersionInd": {"code": "0"}
}],
"clmSecondary": [{"totAmountApply": "0.0000"}],
"claimLineDetail": [
{
"claimLineNo": 1,
"lineOfBusiId": "LA01",
"lobIndicator": {"code": "1"},
"servicePymtPfx": {"code": "LAA1"},
"limitPrefix": {"code": "LA01"},
"servicePricingId": {"code": "NTWX"},
"serviceId": {"code": "IXO"},
"serviceRule": {"code": "NOA"},
"placeOfService": {"code": "11"},
"procedureCode": {"code": "H0015U8"},
"diagnosisCode": {"code": "F1120"},
"subDiagnosisCd": {"code": "F1120"},
"relatedDiagId": "F11",
"svcLineFromDt": "2018-07-30T00:00:00",
"svcLineToDt": "2018-07-30T00:00:00",
"chargedAmt": "500.0000",
"hcpcsRate": "0.0000",
"considerChgAmt": "500.0000",
"clmLineAllowAmt": "0.0000",
"clmLineUnits": 1,
"unitsAllow": 0,
"lineDeductAmt": "0.0000",
"dedAccumAccnt": 0,
"copayAmount": "0.0000",
"coinsAmount": "0.0000",
"riskWithholdAmt": "0.0000",
"paidAmount": "0.0000",
"disallowAmt": "500.0000",
"disallowRsn": {"code": "PXN"},
"agreementPrice": "125.0000",
"profilePrice": "0.0000",
"procTblPrice": "0.0000",
"servicePrice": "0.0000",
"discountAmt": "0.0000",
"supplDiscountAmt": "0.0000",
"itsDiscountAmt": "0.0000",
"pricingIndicator": {"code": "A"},
"relatedNtwInd": {"code": "I"},
"referralIndic": {"code": "N"},
"preAuthIndic": {"code": "V"},
"capitatedInd": {"code": "N"},
"subsPymtAmt": "0.0000",
"provPymtAmt": "0.0000",
"prePaidAmt": "0.0000",
"referralSvcSeq": 0,
"preAuthSvcSeq": 0,
"preAuthSource": {"code": "S"},
"placeOfSvcInd": {"code": "O"},
"oopCalcBase": "500.0000",
"ambuPymtCls": "0",
"extLineNo": 0,
"totPatientLiab": "0.0000",
"patntDisllwLiab": "0.0000",
"lineCrossRefData": [ {
"fsaClmExpense": "0.0000",
"fsaPaidAmt": "0.0000",
"fsaDisallowCd": {"code": "060"},
"reimburseInd": {"code": "N"}
}],
"lineDisallowData": [
{
"disallowType": {"code": "PI"},
"disallowAmount": "375.0000",
"explanationCd": {"code": "PXN"}
},
{
"disallowType": {"code": "SE"},
"disallowAmount": "125.0000",
"explanationCd": {"code": "A02"}
}
],
"claimLineSuppData": [ {
"wholeClmPointer": 0,
"encounterValue": "0.0000",
"encntrStopLossAmt": "0.0000",
"encntrNetValue": "0.0000"
}]
},
{
"claimLineNo": 2,
"lineOfBusiId": "LA01",
"lobIndicator": {"code": "1"},
"servicePymtPfx": {"code": "LA01"},
"limitPrefix": {"code": "LA01"},
"servicePricingId": {"code": "NTWX"},
"serviceId": {"code": "REOM"},
"serviceRule": {"code": "100"},
"placeOfService": {"code": "11"},
"procedureCode": {"code": "H2017U8"},
"diagnosisCode": {"code": "F1120"},
"subDiagnosisCd": {"code": "F1120"},
"relatedDiagId": "F11",
"svcLineFromDt": "2018-07-30T00:00:00",
"svcLineToDt": "2018-07-30T00:00:00",
"chargedAmt": "500.0000",
"hcpcsRate": "0.0000",
"considerChgAmt": "500.0000",
"clmLineAllowAmt": "125.0000",
"clmLineUnits": 1,
"unitsAllow": 1,
"lineDeductAmt": "0.0000",
"dedAccumAccnt": 0,
"copayAmount": "0.0000",
"coinsAmount": "0.0000",
"riskWithholdAmt": "0.0000",
"paidAmount": "125.0000",
"disallowAmt": "375.0000",
"disallowRsn": {"code": "PXN"},
"agreementPrice": "125.0000",
"profilePrice": "0.0000",
"procTblPrice": "0.0000",
"servicePrice": "0.0000",
"discountAmt": "0.0000",
"supplDiscountAmt": "0.0000",
"itsDiscountAmt": "0.0000",
"pricingIndicator": {"code": "A"},
"relatedNtwInd": {"code": "I"},
"referralIndic": {"code": "N"},
"preAuthIndic": {"code": "N"},
"capitatedInd": {"code": "N"},
"subsPymtAmt": "0.0000",
"provPymtAmt": "125.0000",
"prePaidAmt": "0.0000",
"referralSvcSeq": 0,
"preAuthSvcSeq": 0,
"placeOfSvcInd": {"code": "O"},
"oopCalcBase": "125.0000",
"ambuPymtCls": "0",
"extLineNo": 0,
"totPatientLiab": "0.0000",
"patntDisllwLiab": "0.0000",
"lineCrossRefData": [ {
"fsaClmExpense": "0.0000",
"fsaPaidAmt": "0.0000",
"fsaDisallowCd": {"code": "060"},
"reimburseInd": {"code": "N"}
}],
"lineDisallowData": [ {
"disallowType": {"code": "PI"},
"disallowAmount": "375.0000",
"explanationCd": {"code": "PXN"}
}],
"claimLineSuppData": [ {
"wholeClmPointer": 0,
"encounterValue": "0.0000",
"encntrStopLossAmt": "0.0000",
"encntrNetValue": "0.0000"
}]
}
]
}
}]
для каждого ответа, я должен выбрать ClaidId, ClaimeLineNo, AgreementPrice, CapitatedInd из [ClaireLineDetail]
Мне нужно получить эти значения и поместить их в CSV-файл для дальнейшей обработки.
если я перебираю значения:
for element in data :
for key in element['claimsHeader']['claimLineDetail']:
print key['claimLineNo'],key['agreementPrice'],key['capitatedInd']['code']
output :
1 125.0000 N
2 125.0000 N
Что мне нужно сделать, чтобы добавить ClaimIid с каждой строкой? и что было бы лучшим способом преобразовать вышеуказанный вывод в словарный формат, чтобы я мог использовать DictWriter для записи этих записей в CSV, используя следующий код ..
with open(outfile, 'w') as f:
for element in data:
flat_data = #output of above#
csvwriter = DictWriter(f,flat_data[0].keys(),lineterminator='\n')
csvwriter.writerows(flat_data)