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January 19, 2016 20:32
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Agate compute method to generate streaks of consecutive values in a dataset. WIP
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import agate | |
class Streaks(agate.Computation): | |
""" | |
Computes the streaks of consecutive values in a column. | |
Each streak will be given an increasing | |
integer value so that you can group by this later to | |
find longest consecutive streak. | |
""" | |
def __init__(self, column_name): | |
self._column_name = column_name | |
def get_computed_data_type(self, table): | |
""" | |
The return value is a numerical average. | |
""" | |
return agate.Number() | |
def run(self, table): | |
new_column = [] | |
streak = 0 | |
for i, row in enumerate(table.rows): | |
if i > 0: | |
if row[self._column_name] != table.rows[i - 1][self._column_name]: | |
streak = streak + 1 | |
new_column.append(streak) | |
return new_column |
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