python - Python中如何过滤掉全为0的列？

Question

我有一些结构需要过滤。有没有办法在 Python 中很好地做到这一点？

我有一个丑陋的方式来做这件事，但我想清理它:

original_header = ['a','b','c']
original_rows = [[1,0,1], [0,0,0], [1,0,0]]

processed_header, processed_rows = some_cool_utility(original_header, original_rows)

assert_equals(['a', 'c'], processed_header)
assert_equals([[1,1], [0,0], [1,0]], processed_rows)

Answer 1

original_header = ['a','b','c']
original_rows = [[1,0,1], [0,0,0], [1,0,0]]

#transpose rows to get columns
columns = zip(*original_rows)

#build list which is true if the column should be kept (is not a column of all zeros)  
not_all_zero = [  any(x) for x in columns ]

#filter the lists based on columns
processed_header = [x for i,x in enumerate(original_header) if not_all_zero[i] ]
processed_columns = [ x for i,x in enumerate(columns) if not_all_zero[i] ]

#transpose the remaining columns back into rows.
processed_rows = zip(*processed_columns)

print (processed_header)  #['a', 'c']
print (processed_rows)    #[(1, 1), (0, 0), (1, 0)]

请注意，这会返回一个元组 列表，而不是一个列表列表。如果你真的需要一个列表列表，你可以 processed_rows = map(list, processed_rows)