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author | zsloan | 2015-05-12 10:33:28 -0500 |
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committer | zsloan | 2015-05-12 10:33:28 -0500 |
commit | 6ee0e9ea317ee2cc67681806fe295dfc30239982 (patch) | |
tree | 9caf7b3c28ffa2140691403861b04126a364f3ac /wqflask/utility | |
parent | 096c09c61cd97e640a6fcecf6aa0942036eff05b (diff) | |
parent | 06f7ff5ee29c1899a04b7f538564c8a34f43280b (diff) | |
download | genenetwork2-6ee0e9ea317ee2cc67681806fe295dfc30239982.tar.gz |
Merge pull request #23 from pjotrp/master
Removing pylmm out of the GN2 tree
Diffstat (limited to 'wqflask/utility')
-rw-r--r-- | wqflask/utility/chunks.py | 96 |
1 files changed, 96 insertions, 0 deletions
diff --git a/wqflask/utility/chunks.py b/wqflask/utility/chunks.py new file mode 100644 index 00000000..9565fb96 --- /dev/null +++ b/wqflask/utility/chunks.py @@ -0,0 +1,96 @@ +from __future__ import absolute_import, print_function, division + +import math +import time + + +def divide_into_chunks(the_list, number_chunks): + """Divides a list into approximately number_chunks smaller lists + + >>> divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 3) + [[1, 2, 7], [3, 22, 8], [5, 22, 333]] + >>> divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 4) + [[1, 2, 7], [3, 22, 8], [5, 22, 333]] + >>> divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 5) + [[1, 2], [7, 3], [22, 8], [5, 22], [333]] + >>> + + """ + length = len(the_list) + + if length == 0: + return [[]] + + if length <= number_chunks: + number_chunks = length + + chunksize = int(math.ceil(length / number_chunks)) + + chunks = [] + for counter in range(0, length, chunksize): + chunks.append(the_list[counter:counter+chunksize]) + + return chunks + +def _confirm_chunk(original, result): + all_chunked = [] + for chunk in result: + all_chunked.extend(chunk) + print("length of all chunked:", len(all_chunked)) + assert original == all_chunked, "You didn't chunk right" + + +def _chunk_test(divide_func): + import random + random.seed(7) + + number_exact = 0 + total_amount_off = 0 + + for test in range(1, 1001): + print("\n\ntest:", test) + number_chunks = random.randint(1, 20) + number_elements = random.randint(0, 100) + the_list = list(range(1, number_elements)) + result = divide_func(the_list, number_chunks) + + print("Dividing list of length {} into approximately {} chunks - got {} chunks".format( + len(the_list), number_chunks, len(result))) + print("result:", result) + + _confirm_chunk(the_list, result) + + amount_off = abs(number_chunks - len(result)) + if amount_off == 0: + number_exact += 1 + else: + total_amount_off += amount_off + + + print("\n{} exact out of {} [Total amount off: {}]".format(number_exact, + test, + total_amount_off)) + assert number_exact == 558 + assert total_amount_off == 1580 + return number_exact, total_amount_off + + +def _main(): + info = dict() + #funcs = (("sam", sam_divide_into_chunks), ("zach", zach_divide_into_chunks)) + funcs = (("only one", divide_into_chunks),) + for name, func in funcs: + start = time.time() + number_exact, total_amount_off = _chunk_test(func) + took = time.time() - start + info[name] = dict(number_exact=number_exact, + total_amount_off=total_amount_off, + took=took) + + print("info is:", info) + +if __name__ == '__main__': + _main() + print("\nConfirming doctests...") + import doctest + doctest.testmod() |