How To Read Only A Chunk Of Csv File Fast?
I'm using this answer on how to read only a chunk of CSV file with pandas. The suggestion to use pd.read_csv('./input/test.csv' , iterator=True, chunksize=1000) works excellent bu
Solution 1:
pd.read_csv('./input/test.csv', iterator=True, chunksize=1000)
returns an iterator. You can use the next
function to grab the next one
reader = pd.read_csv('./input/test.csv', iterator=True, chunksize=1000)
next(reader)
This is often used in a for loop for processing one chunk at a time.
for df in pd.read_csv('./input/test.csv', iterator=True, chunksize=1000):
pass
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