Pandas SQL chunksize

Let’s consider two options and what happens in both cases: chunksize is None(default value): pandas passes query to database database executes query pandas checks and sees that chunksize is None pandas tells database that it wants to receive all rows of the result table at once database returns all rows of the result table pandas … Read more

How to iterate over a list in chunks

def chunker(seq, size): return (seq[pos:pos + size] for pos in range(0, len(seq), size)) Works with any sequence: text = “I am a very, very helpful text” for group in chunker(text, 7): print(repr(group),) # ‘I am a ‘ ‘very, v’ ‘ery hel’ ‘pful te’ ‘xt’ print(‘|’.join(chunker(text, 10))) # I am a ver|y, very he|lpful text animals … Read more

How do I split a list into equally-sized chunks?

Here’s a generator that yields evenly-sized chunks: def chunks(lst, n): “””Yield successive n-sized chunks from lst.””” for i in range(0, len(lst), n): yield lst[i:i + n] import pprint pprint.pprint(list(chunks(range(10, 75), 10))) [[10, 11, 12, 13, 14, 15, 16, 17, 18, 19], [20, 21, 22, 23, 24, 25, 26, 27, 28, 29], [30, 31, 32, 33, … Read more

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