当每个元素中有多个条目时,如何使用python ElementTree读取XML



编辑以包含一些额外信息

我有一些XML格式的数据,我已经在Python中使用ElementTree解析了这些数据。在主数据的每一行中,都有一个名为volume的标记,然后是一组数据,然后我将其放入一个数组中(稍后我将其保存为pandas数据帧(。我遇到的问题是,我需要知道我调用字段名的条目的名称(即[messagemessagetimestampsettlementdatesettlementperiod等](,才能调用数据。

我想用一些代码告诉我字段名称列表是什么,而不是手动输入它们。这里的XML术语可能有误,但数据看起来像所附的图像。

XML作为文本:

<response xmlns="http://www.netareports.com/backend/realtime" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.netareports.com/backend/realtime http://www.netareports.com/backend/realtime.xsd" status="1" timestamp="2021-03-19T16:37:23">
<periodacceptedvolume message="BMRS.DISPTAV" messagetimestamp="2020-11-30T01:52:32" settlementdate="2020-11-30T00:00:00" settlementperiod="3" bmunitid="E_GYAR-1" bidofferpairnumber="-1" offervolume="0" bidvolume="-44.75" taggedoffervolume="0" repricedoffervolume="0" originallypricedoffervolume="0" taggedbidvolume="-44.531" repricedbidvolume="0" originallypricedbidbolume="-43.69"/>
<periodacceptedvolume message="BMRS.DISPTAV" messagetimestamp="2020-11-30T01:52:32" settlementdate="2020-11-30T00:00:00" settlementperiod="3" bmunitid="T_DAMC-1" bidofferpairnumber="1" offervolume="240" bidvolume="0" taggedoffervolume="240" repricedoffervolume="0" originallypricedoffervolume="0" taggedbidvolume="0" repricedbidvolume="0" originallypricedbidbolume="0"/>
<periodacceptedvolume message="BMRS.DISPTAV" messagetimestamp="2020-11-30T01:52:32" settlementdate="2020-11-30T00:00:00" settlementperiod="3" bmunitid="T_DIDCB6" bidofferpairnumber="1" offervolume="220" bidvolume="0" taggedoffervolume="220" repricedoffervolume="0" originallypricedoffervolume="0" taggedbidvolume="0" repricedbidvolume="0" originallypricedbidbolume="0"/>
<periodacceptedvolume message="BMRS.DISPTAV" messagetimestamp="2020-11-30T01:52:32" settlementdate="2020-11-30T00:00:00" settlementperiod="3" bmunitid="T_DINO-6" bidofferpairnumber="-1" offervolume="0" bidvolume="-2.592" taggedoffervolume="0" repricedoffervolume="0" originallypricedoffervolume="0" taggedbidvolume="-2.592" repricedbidvolume="0" originallypricedbidbolume="0"/>
<periodacceptedvolume message="BMRS.DISPTAV" messagetimestamp="2020-11-30T01:52:32" settlementdate="2020-11-30T00:00:00" settlementperiod="3" bmunitid="T_MEDP-1" bidofferpairnumber="1" offervolume="170" bidvolume="0" taggedoffervolume="170" repricedoffervolume="0" originallypricedoffervolume="0" taggedbidvolume="0" repricedbidvolume="0" originallypricedbidbolume="0"/>

我用来读取它的代码是:

import xml.etree.ElementTree as ET
import urllib.request
url = #not included as it includes a password but the XML data is copied from the url
download = urllib.request.urlopen(url).read()
tree = ET.fromstring(download)
fieldsV=['message','messagetimestamp','settlementdate','settlementperiod','bmunitid','bidofferpairnumber','offervolume','bidvolume','taggedoffervolume','repricedoffervolume','originallypricedoffervolume','taggedbidvolume','repricedbidvolume','originallypricedbidbolume']
data = []
for child in tree:
data.append([(child.get(name) or '') for name in fields])

这很好,但fields是一个我手动输入的列表,我想使用代码生成该列表,以便将其应用于其他类似的XML文件。任何帮助都将不胜感激!

假设XML根的所有子元素,即本例中的periodacceptedvolume元素,都包含相同的属性列表,则只需获取该元素的一个示例,并从中读取属性名称列表:

....
tree = ET.fromstring(download)
sample_node = tree.find('*')
fieldsV=[a for a in sample_node.attrib]
....

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