[英]Converting from TextFileReader object to pandas DataFrame
I have this code:我有这个代码:
f = pd.read_csv(data,delimiter=",",chunksize=1000000)
print(f)
f.head()
Which uses pandas to read the csv file with name from the variable data.它使用熊猫从变量数据中读取带有名称的 csv 文件。
I cannot use the head function as it is a TextFileReader object (the output of print(f) is "pandas.io.parsers.TextFileReader object at 0x78a9180da6d8”)我不能使用 head 函数,因为它是一个 TextFileReader 对象(print(f) 的输出是“pandas.io.parsers.TextFileReader 对象在 0x78a9180da6d8”)
The error I receive is: AttributeError: 'TextFileReader' object has no attribute 'head'我收到的错误是:AttributeError: 'TextFileReader' object has no attribute 'head'
How do I convert from this object to a pandas dataframe?如何从此对象转换为熊猫数据框?
This is to do with the Chunk argument.这与 Chunk 论点有关。 The TextFileReader object contains the chunks and so you must use: TextFileReader 对象包含块,因此您必须使用:
for chunk in f:
print(chunk) #or whatever other command
As suggested by User Jon Clements:正如用户 Jon Clements 所建议的:
https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html#iterating-through-files-chunk-by-chunk https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html#iterating-through-files-chunk-by-chunk
Has full documentation on this area.有关于这方面的完整文档。
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