如何解决如何处理具有相同标签的 XML 元素迭代嵌套属性
我正在尝试解析 NPORT-P XML SEC 提交。我的代码(Python 3.6.8)带有示例 XML 记录:
import xml.etree.ElementTree as ET
content_xml = '<?xml version="1.0" encoding="UTF-8"?><edgarSubmission xmlns="http://www.sec.gov/edgar/nport" xmlns:com="http://www.sec.gov/edgar/common" xmlns:ncom="http://www.sec.gov/edgar/nportcommon" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><headerData></headerData><formData><genInfo></genInfo><fundInfo></fundInfo><invstOrSecs><invstOrSec><name>N/A</name><lei>N/A</lei><title>US 10YR NOTE (CBT)Sep20</title><cusip>N/A</cusip> <identifiers> <ticker value="TYU0"/> </identifiers> <derivativeInfo> <futrDeriv derivCat="FUT"> <counterparties> <counterpartyName>Chicago Board of Trade</counterpartyName> <counterpartyLei>549300EX04Q2QBFQTQ27</counterpartyLei> </counterparties><payOffProf>Short</payOffProf> <descRefInstrmnt> <otherRefInst> <issuerName>U.S. Treasury 10 Year Notes</issuerName> <issueTitle>U.S. Treasury 10 Year Notes</issueTitle> <identifiers> <cusip value="N/A"/><other otherDesc="USER DEFINED" value="TY_Comdty"/> </identifiers> </otherRefInst> </descRefInstrmnt> <expDate>2020-09-21</expDate> <notionalAmt>-2770555</notionalAmt> <curCd>USD</curCd> <unrealizedAppr>-12882.5</unrealizedAppr></futrDeriv> </derivativeInfo> </invstOrSec> </invstOrSecs> <signature> </signature> </formData></edgarSubmission>'
content_tree = ET.ElementTree(ET.fromstring(bytes(content_xml,encoding='utf-8')))
content_root = content_tree.getroot()
for edgar_submission in content_root.iter('{http://www.sec.gov/edgar/nport}edgarSubmission'):
for form_data in edgar_submission.iter('{http://www.sec.gov/edgar/nport}formData'):
for genInfo in form_data.iter('{http://www.sec.gov/edgar/nport}genInfo'):
None
for fundInfo in form_data.iter('{http://www.sec.gov/edgar/nport}fundInfo'):
None
for invstOrSecs in form_data.iter('{http://www.sec.gov/edgar/nport}invstOrSecs'):
for invstOrSec in invstOrSecs.iter('{http://www.sec.gov/edgar/nport}invstOrSec'):
myrow = []
myrow.append(getattr(invstOrSec.find('{http://www.sec.gov/edgar/nport}name'),'text',''))
myrow.append(getattr(invstOrSec.find('{http://www.sec.gov/edgar/nport}lei'),''))
security_title = getattr(invstOrSec.find('{http://www.sec.gov/edgar/nport}title'),'')
myrow.append(security_title)
myrow.append(getattr(invstOrSec.find('{http://www.sec.gov/edgar/nport}cusip'),''))
for identifiers in invstOrSec.iter('{http://www.sec.gov/edgar/nport}identifiers'):
if identifiers.find('{http://www.sec.gov/edgar/nport}isin') is not None:
myrow.append(identifiers.find('{http://www.sec.gov/edgar/nport}isin').attrib['value'])
else:
myrow.append('')
if security_title == "US 10YR NOTE (CBT)Sep20":
print("No ISIN")
if identifiers.find('{http://www.sec.gov/edgar/nport}ticker') is not None:
myrow.append(identifiers.find('{http://www.sec.gov/edgar/nport}ticker').attrib['value'])
else:
myrow.append('')
if security_title == "US 10YR NOTE (CBT)Sep20":
print("No Ticker")
if identifiers.find('{http://www.sec.gov/edgar/nport}other') is not None:
myrow.append(identifiers.find('{http://www.sec.gov/edgar/nport}other').attrib['value'])
else:
myrow.append('')
if security_title == "US 10YR NOTE (CBT)Sep20":
print("No Other")
这段代码的输出是:
No ISIN
No Other
No ISIN
No Ticker
这个工作正常,除了标识符 iter invstOrSec.iter('{http://www.sec.gov/edgar/nport}identifiers') 在 formData>invstOrSecs>invstOrSec 下找到标识符,但也在下面的其他标识符formData>invstOrSecs>invstOrSec>derivativeInfo>futrDeriv>descRefInstrmnt>otherRefInst 下的嵌套标签。如何将我的迭代器或查找限制在正确的级别?我没有成功地尝试获取父级,但我没有找到如何使用 {namespace} 标记符号来做到这一点。有什么想法吗?
解决方法
所以我使用这样的导入从 ElementTree 切换到 lxml 以避免代码更改:
from lxml import etree as ET
确保选中 https://lxml.de/1.3/compatibility.html 以避免兼容性问题。在我的情况下,lxml 工作没有问题。
然后我就可以使用 getparent() 方法来只从 XML 文件的右侧部分读取标识符:
if identifiers.getparent().tag == '{http://www.sec.gov/edgar/nport}invstOrSec':
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