2016-09-21 88 views
0

我有以下JSON数据:读复杂JSON数据作为数据帧中的R

json_data <- data.frame(changedContent=c('{"documents":[],"images":[],"profileCommunications":[],"shortListedProfiles":[],"matrimonyUser":{"createdBy":null,"parentMatrimonyUserId":0,"userSalutationVal":"Mr.","matrimonyUserCode":"173773","matrimonyUserName":"SUDIPTO DEB BARMAN","emailAddress":"[email protected]","contactNumber":"9434944429","emailOTP":"","mobilePhoneOTP":"","isEmailOTPVerified":1,"isMobilePhoneOTPverified":1,"isHideContact":null,"isHideEmail":null,"lastLogInTime":null,"userSessionDtlId":null,"modifiedBy":4444,"modifiedOn":1440167133028,"isDeleted":null,"isActive":1,"isAllowedLogin":null,"numberOfChildProfile":null,"matrimonyUserTypeId":100000006,"matrimonyUserTypeVal":"Online Customer","onlineStatusFlag":null,"lastSystemTransactionDateTime":null,"isLive":null,"mobileCountryCode":0,"userStatusIdValue":"Registered and 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

我想把上述转换为方便的数据帧与1行的每个MatrimonyUserId在above.I已经尝试了几个事情,但无法得到所需的格式。

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你检查'库(jsonlite);? fromJSON' – akrun

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没错,但这似乎并没有多大帮助不是那样的。我相信我使用的正确的方式。有什么建议么? – javaGuy

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如果你有权访问你的数据库,我建议在获取数据时直接分离json。例如,在Hive中,您可以使用'lateral view json_tuple(json_object,'var')作为var'来从json对象中提取变量。 – jd1338

回答

0

假设你可以缠斗JSON数据到嵌套列表....

x <- jsonlite::fromJSON(jsontext) 

我发现它是最容易通过使用管道运营商,并经常检查结构解析复杂的列表结构(仅限于1级或2级。

str1 <- function(x) str(x, 1) 
str2 <- function(x) str(x, 2) 

# for pipe operator 
library("magittr") 

x %>% str1 
x %>% .[[1]] %>% str2 

等等