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views:

30

answers:

2

I am trying to extract the header of a CSV file in Python by using the CSV module.

The CSV file is quite flat, and looks something like:

This, That, The Other

1, 2, 3

I am doing the following:

  1. Read in the CSV file and make the reader object
  2. push the reader's iterator to the next line to force it to access the first line at least once (from the csv module documentation: "If not passed as a parameter when creating the object, this attribute is initialized upon first access or when the first record is read from the file.")
  3. assigning the .fieldnames attribute to a variable and print it

here is a snippet of code to illustrate:

datafile = open(fname, "rb")
reader = csv.reader(datafile) #use csv module to parse in the header
reader.next() # read next line so header will be accessed
rfd_header = reader.fieldnames

print "header:\n"
print rfd_header

This results in an error:

AttributeError: '_csv.reader' object has no attribute 'fieldnames'

Which sounds like the .fieldnames attribute isn't there, but is in the documentation of Python 2.6.6 (same version of python I am using)

I would appreciate any insight into this mystery. If there is an alternative method to extract the header that would be awesome too!

Thanks.

+1  A: 

Try csv.DictReader instead of csv.reader. The documentation says it too:

DictReader objects have the following public attribute:

csvreader.fieldnames - If not passed as a parameter when creating the object, this attribute is initialized upon first access or when the first record is read from the file.

http://docs.python.org/library/csv.html

eumiro
@eumiro: You are quite right, I must have misread the documentation :P I would use DictReader but it just so happens that I need a list. Thanks for the tip though!
Jeff
+1  A: 

If you truly want to use csv.reader instead of csv.DictReader, all you need to do is replace

reader.next() # read next line so header will be accessed
rfd_header = reader.fieldnames

by

rfd_header = reader.next()
John Machin
@John: Thanks! That worked really well. I can see why DictReader is probably a better method to use, but for my application I need a list.
Jeff