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Convert utf-16 to utf-8 using python

I am trying to convert a huge csv file from utf-16 to utf-8 format using python and below is the code:

with open(r'D:_appsaaaoutputsrcfile, 'rb') as source_file:
            with open(r'D:_appsaaaoutputdestfile, 'w+b') as dest_file:
                contents = source_file.read()
                dest_file.write(contents.decode('utf-16').encode('utf-8'))

But this code uses lots of memory and fails with Memoryerror. Please help me with an alternate method.

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Answer

an option is to convert the file line by line:

with open(r'D:_appsaaaoutputsrcfile', 'rb') as source_file, 
        open(r'D:_appsaaaoutputdestfile', 'w+b') as dest_file:
    for line in source_file:
        dest_file.write(line.decode('utf-16').encode('utf-8'))

or you could open the files with your desired encoding:

with open(r'D:_appsaaaoutputsrcfile', 'r', encoding='utf-16') as source_file, 
        open(r'D:_appsaaaoutputdestfile', 'w+', encoding='utf-8') as dest_file:
    for line in source_file:
        dest_file.write(line)
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