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35 changes: 25 additions & 10 deletions processors/filtering/column_filter.py
Original file line number Diff line number Diff line change
Expand Up @@ -239,20 +239,35 @@ def filter_top(self, column, top_n, bottom=False):
:param bool bottom: If true, return bottom results instead
:return:
"""
possible_values = set()
value_counts = {}
top_n = convert_to_int(top_n, 10)
for item in self.source_dataset.iterate_items():
possible_values.add(item.get(column))
if top_n <= 0:
return

ranked_items = 0
top_values = sorted(list(possible_values), reverse=(not bottom))[:top_n]
for item in self.source_dataset.iterate_items(processor=self):
if item.get(column) in top_values:
ranked_items = 0
yield item
value = item.get(column)
value_counts[value] = value_counts.get(value, 0) + 1

if ranked_items >= top_n:
return
value_quotas = {}
remaining = top_n
for value in sorted(value_counts, reverse=(not bottom)):
value_quotas[value] = min(value_counts[value], remaining)
remaining -= value_quotas[value]
if remaining <= 0:
break

yielded_values = {}
for item in self.source_dataset.iterate_items(processor=self):
value = item.get(column)
if value not in value_quotas:
continue

yielded_for_value = yielded_values.get(value, 0)
if yielded_for_value >= value_quotas[value]:
continue

yield item
yielded_values[value] = yielded_for_value + 1


class ColumnProcessorFilter(ColumnFilter):
Expand Down