如何使用 xml2 和 purrr 在不同级别上提取 xml_attr 和 xml_text？

Question

我想从 XML 文件中提取信息并将其转换为数据框。

信息作为 XML 文本和 XML 属性存储在嵌套节点中：

示例结构：

<xmlnode node-id = "Text about xmlnode">
    <xmlsubnode subnode-id = "123">
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
    </xmlsubnode>
    <xmlsubnode subnode-id = "456">
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
    </xmlsubnode>
</xmlnode>
<xmlnode node-id = "Text about xmlnode">
    <xmlsubnode subnode-id = "123">
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
    </xmlsubnode>
    <xmlsubnode subnode-id = "456">
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
        <xmlsubsubnode>
            I want to extract this text
        </xmlsubsubnode>    
    </xmlsubnode>
</xmlnode>

我想获取这些信息：

* node-id (attribute)
* subnode-id (attribute)
* text in `xmlsubnodenode` (text)

我需要一个像这样的长格式数据框：

node-id subnode-id  text
Text about xmlnode 1    123 I want to extract this text
Text about xmlnode 1    123 I want to extract this text
Text about xmlnode 1    123 I want to extract this text
Text about xmlnode 1    123 I want to extract this text
Text about xmlnode 1    456 I want to extract this text
Text about xmlnode 1    456 I want to extract this text
Text about xmlnode 1    456 I want to extract this text
Text about xmlnode 1    456 I want to extract this text
Text about xmlnode 2    123 I want to extract this text
Text about xmlnode 2    123 I want to extract this text
Text about xmlnode 2    123 I want to extract this text
Text about xmlnode 2    123 I want to extract this text
Text about xmlnode 2    456 I want to extract this text
Text about xmlnode 2    456 I want to extract this text
Text about xmlnode 2    456 I want to extract this text
Text about xmlnode 2    456 I want to extract this text

我尝试遵循 Jenny Bryans 的方法 "How to tame XML with nested data frames and purrr"，但它只适用于第一层。

xml <- xml2::read_xml("input/example.xml")
rows <- 
  xml %>%
  xml_find_all("//xmlnode")
rows_df <- data_frame(row = seq_along(rows), nodeset = rows)
rows_df %>%
  mutate(node_id = nodeset %>% map(~ xml_attr(., "node-id"))) %>%
  select(row, node_id) %>%
  unnest()

您有什么想法可以通过 purrr 获取这些信息吗？

Answer 1

无需展开/向另一个数据框添加行的方法：为每个 subsubnode 创建一个包含一行的数据框，并将 purrr 与 xml2 一起使用到 select 并提取 xmlsubnode parent 和 xmlnode 祖先的值。

工作样本：

library(dplyr)
library(xml2)
library(purrr)
library(tidyr)
xml <- xml2::read_xml("input/example.xml")
rows <- xml %>% xml_find_all("//xmlsubsubnode")
rows_df <- data_frame(node = rows) %>%
  mutate(node_id = node %>% map(~ xml_find_first(., "ancestor::xmlnode")) %>% map(~ xml_attr(., "node-id"))) %>%
  mutate(subnode_id = node %>% map(~ xml_parent(.)) %>% map(~ xml_attr(., "subnode-id"))) %>%
  mutate(text = node %>% map(~ xml_text(.))) %>%
  select(-node)

如何使用 xml2 和 purrr 在不同级别上提取 xml_attr 和 xml_text？

How to extract xml_attr and xml_text on different levels with xml2 and purrr?

r

dplyr

xml2

purrr

tidyverse