无法解析不在索引中的键错误

问题描述

This is the link to the pdf file from which I want to extract data

def onlyenglish(text):
    import re
    alphabet_regular_expression = re.compile("[^a-zA-Z|()]")
    text = re.sub(alphabet_regular_expression,"",text)
    return text
    
annexure2page1 =  tabula.read_pdf(file,pages = 1,lattice = True,relative_area=True)
annexure2page1_df1= annexure2page1[0]
annexure2page1_df2 = annexure2page1_df1[['एयिपोर्च\rAIRPORT','वायुयाि प्रर्ालि (संख्या में)\rAIRCRAFT MOVEMENTS (IN NOS.)','Unnamed: 4','Unnamed: 8','Unnamed: 10']]
annexure2page1_df2 = annexure2page1_df2.replace('\r',' ',regex=True)`

annexure2page1_df2['ReportMonth'] = reportmonth
annexure2page1_df2['एयरपोर्\rAIRPORT'] = annexure2page1_df2['एयरपोर्\rAIRPORT'].str.title()
annexure2page1_df2['Airports'] = annexure2page1_df2['एयरपोर्\rAIRPORT'].apply(lambda x: onlyenglish(str(x)))
annexure2page1_df2 = annexure2page1_df2.rename(columns={'वरयुयरन प्रचरलन (िंख्यर म )\rAIRCRAFT MOVEMENTS (IN NOS.)':'value','Unnamed: 8':'value_ytm','Unnamed: 4':'value_smly','Unnamed: 10':'value_ytmly'})
annexure2page1_df2 = annexure2page1_df2.replace(r'^\s*$',np.nan,regex=True)

annexure2page1_df3 = annexure2page1_df2.dropna()
annexure2page1_df3["Service"] = "International"
annexure2page1_df3["Metric"] = "ATMs"
annexure2page1_df3['ReportName'] = reportname
annexure2page1_df3['reportlink'] = file
##extracting page 1
annexure2page1extraction = annexure2page1_df3[['ReportName','reportlink','ReportMonth','Airports','Service','Metric','value','value_smly','value_ytm','value_ytmly']]

错误堆栈

> KeyError                                  Traceback (most recent call last)
<ipython-input-14-9c5d09fa538a> in <module>()
      2 annexure2page1_df1= annexure2page1[0]
      3 #
----> 4 annexure2page1_df2 = annexure2page1_df1[['एयिपोर्च\rAIRPORT','Unnamed: 10']]
      5 annexure2page1_df2 = annexure2page1_df2.replace('\r',regex=True)
      6 annexure2page1_df2['ReportMonth'] = reportmonth

2 frames
/usr/local/lib/python3.7/dist-packages/pandas/core/indexing.py in _validate_read_indexer(self,key,indexer,axis,raise_missing)
   1302             if raise_missing:
   1303                 not_found = list(set(key) - set(ax))
-> 1304                 raise KeyError(f"{not_found} not in index")
   1305 
   1306             # we skip the warning on Categorical

KeyError: "['वायुयाि प्रर्ालि (संख्या में)\\rAIRCRAFT MOVEMENTS (IN NOS.)','एयिपोर्च\\rAIRPORT'] not in index"

解决方法

替换这行代码--> <a> <b/> <c>value1</c> <d>e</d> <c>value2</c> <d>e</d> <c>value3</c> <d>e</d> </a>

与 --> annexure2page1_df2 = annexure2page1_df1[['एयिपोर्च\rAIRPORT','वायुयाि प्रर्ालि (संख्या में)\rAIRCRAFT MOVEMENTS (IN NOS.)','Unnamed: 4','Unnamed: 8','Unnamed: 10']]

您得到的错误 (annexure2page1_df2 = annexure2page1_df1.iloc[:,[3,5,7,11,13]]) 是因为找不到密钥。

因此，我通过直接提供要子集化的列的索引位置来绕过它。 Check out the screenshot