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json - 具有不规则节点的分层 data.frame 到 JSON

转载 作者:行者123 更新时间:2023-12-02 03:44:25 26 4
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我有这个嵌套数据集:

grandparent,parent,child,grandchild,age
Grandma,,,,100
Grandma,John,,,72
Grandma,John,Jessica,,41
Grandma,John,Joanne,,35
Grandma,Mary,,,70
Grandma,Mary,Max,,39
Grandma,Mary,Max,Ken,12
Grandma,Mary,Max,Kate,19
Grandma,Mary,Max,Karl,8
Grandma,Mary,Millie,Peter,2
Grandma,Mary,Millie,Pat,11
Grandma,Mary,Millie,Pam,24
Grandma,Dave,,,66
Grandma,Dave,Doloris,,32
Grandma,Dave,Dana,,23
Grandma,Dave,Daniel,,13

我想将其转换为 hierarchical JSON 结构,如 flare.json对于 D3.js,尽管在每个节点都保留值“age”,如下所示。我知道这个主题并不完全新颖 - 但我还没有看到任何节点可以不规则并获取每个节点的值的解决方案..

{
"name":"Grandma",
"age": 100,
"children":[
{
"name":"John",
"age": 72,
"children":[
{
"name":"Jessica",
"age": 41
},
{
"name":"Joanne",
"age": 35
}
]
},
{
"name":"Mary",
"age": 70,
"children":[
{
"name":"Max",
"age": 39
"children":[
{
"name":"Ken",
"age":12
},
{
"name":"Kate",
"age":19
},
{
"name":"Karl",
"age":8
}
]
},
{
"name":"Millie",
"age":43,
"children":[
{
"name":"Peter",
"age":2
},
{
"name":"Pat",
"age":11
},
{
"name":"Pam",
"age":24
}
]
}
]
},
{
"name":"Dave",
"age": 66,
"children":[
{
"name":"Doloris",
"age":32
},
{
"name":"Dana",
"age":23
},
{
"name":"Daniel",
"age":13
}
]
}
]
}

数据框:

structure(list(grandparent = structure(c(1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), .Label = "Grandma", class = "factor"),
parent = structure(c(1L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 4L,
4L, 4L, 4L, 2L, 2L, 2L, 2L), .Label = c("", "Dave", "John",
"Mary"), class = "factor"), child = structure(c(1L, 1L, 5L,
6L, 1L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 1L, 4L, 2L, 3L), .Label = c("",
"Dana", "Daniel", "Doloris", "Jessica", "Joanne", "Max",
"Millie"), class = "factor"), grandchild = structure(c(1L,
1L, 1L, 1L, 1L, 1L, 4L, 3L, 2L, 7L, 6L, 5L, 1L, 1L, 1L, 1L
), .Label = c("", "Karl", "Kate", "Ken", "Pam", "Pat", "Peter"
), class = "factor"), age = c(100L, 72L, 41L, 35L, 70L, 39L,
12L, 19L, 8L, 2L, 11L, 24L, 66L, 32L, 23L, 13L)), .Names = c("grandparent",
"parent", "child", "grandchild", "age"), class = "data.frame", row.names = c(NA,
-16L))

最佳答案

在调用 toJSON 之前,您需要将 data.frame 转换为参差不齐的列表。尝试以下操作

library(toJSON)
library(data.table)

# Convert the data.frame to data.table for ease of handling
DT <- data.table(D) # assuming `D` is your original data.frame

rList <- list()
parent <- list()
child <- list()
grandchild <- list()

j <- 1
while (j < nrow(DT)) {
lastj <- j

while (DT[j, parent=="" && grandparent != ""]) {
rList[[length(rList)+1]] <- as.list(DT[j, list(name=grandparent, age)])
j <- j+1
}

while (DT[j, child==""] && DT[(j-1):j, identical(grandparent[[1]], grandparent[[2]])] && (j < nrow(DT)) ) {
parent[[length(parent)+1]] <- as.list(DT[j, list(name=parent, age)])
j <- j+1
}

while(DT[j, grandchild==""] && DT[(j-1):j, identical(parent[[1]], parent[[2]])] && (j < nrow(DT)) ) {
child[[length(child)+1]] <- as.list(DT[j, list(name=child, age)])
j <- j+1
}

while(DT[j, grandchild!="" ] && DT[(j-1):j, identical(child[[1]], child[[2]])] && (j < nrow(DT)) ) {
grandchild[[length(grandchild)+1]] <- as.list(DT[j, list(name=grandchild, age)])
j <- j+1
}

if (length(grandchild)) {
child[[length(child)]][["children"]] <- grandchild
# grandchild <- list() # reset
}
if (length(child)) {
parent[[length(parent)]][["children"]] <- child
# child <- list()
}
if (length(parent)) {
rList[[length(rList)]][["children"]] <- parent
# parent <- list()
}

cat ("\tat end, j = ", j, "\n")

# if j wasn't incremented throughout the whole loop, do so now. (This will happen when there is a change in the penultimate level)
if (j == lastj)
j <- j+1

}

RESULTS <- toJSON(rList)

结果:

cat(gsub("\\{","\n\\{", RESULTS))

[
{"name":"Grandma","age":100,"children":[
{"name":"John","age":72,"children":[
{"name":"Jessica","age":41},
{"name":"Joanne","age":35}]},
{"name":"Mary","age":70,"children":[
{"name":"Jessica","age":41},
{"name":"Joanne","age":35},
{"name":"Max","age":39,"children":[
{"name":"Ken","age":12},
{"name":"Kate","age":19},
{"name":"Karl","age":8},
{"name":"Pat","age":11},
{"name":"Pam","age":24}]}]},
{"name":"Dave","age":66,"children":[
{"name":"Jessica","age":41},
{"name":"Joanne","age":35},
{"name":"Max","age":39,"children":[
{"name":"Ken","age":12},
{"name":"Kate","age":19},
{"name":"Karl","age":8},
{"name":"Pat","age":11},
{"name":"Pam","age":24}]},
{"name":"Doloris","age":32},
{"name":"Dana","age":23,"children":[
{"name":"Ken","age":12},
{"name":"Kate","age":19},
{"name":"Karl","age":8},
{"name":"Pat","age":11},
{"name":"Pam","age":24}]}]}]}]

关于json - 具有不规则节点的分层 data.frame 到 JSON,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/17951334/

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