如何读取一个文件中包含的多个JSON结构? [英] How do I read multiple JSON structures contained in one file?

问题描述

我有一个具有这种结构的.txt文件

I have a .txt file with this structure

section1#[{"p": "0.999834", "tag": "MA"},{"p": "1", "tag": "MO"},...etc...}]
section1#[{"p": "0.9995", "tag": "NC"},{"p": "1", "tag": "FL"},...etc...}]
...
section2#[{"p": "0.9995", "tag": "NC"},{"p": "1", "tag": "FL"},...etc...}]

我正在尝试通过在命令中使用R来读取它

I am trying to read it by using R with the commands

library(jsonlite)
data <- fromJSON("myfile.txt")

但是我明白了

Error in feed_push_parser(readBin(con, raw(), n), reset = TRUE) : 
  lexical error: invalid char in json text.
                                       section2#[{"p": "0.99
                     (right here) ------^

即使按部分拆分，如何阅读?

How can I read it even by splitting by sections?

推荐答案

删除前缀并将扁平化的JSON数组绑定在一起成为数据框:

Remove the prefix and bind the flattened JSON arrays together into a data frame:

raw_dat <- readLines(textConnection('section1#[{"p": "0.999834", "tag": "MA"},{"p": "1", "tag": "MO"}]
section1#[{"p": "0.9995", "tag": "NC"},{"p": "1", "tag": "FL"}]
section2#[{"p": "0.9995", "tag": "NC"},{"p": "1", "tag": "FL"}]'))

library(stringi)
library(purrr)
library(jsonlite)

stri_replace_first_regex(raw_dat, "^section[[:digit:]]+#", "") %>% 
  map_df(fromJSON)
##          p tag
## 1 0.999834  MA
## 2        1  MO
## 3   0.9995  NC
## 4        1  FL
## 5   0.9995  NC
## 6        1  FL

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