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Reddit's Time Based Algorithm
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def get_rating(objects): | |
""" | |
Pseduo-python for calculating a rating. | |
""" | |
upvotes = get_upvotes(object) | |
downvotes = get_downvotes(object) | |
vote_diff = upvotes - downvotes | |
abs_vote_diff = abs(vote_diff) | |
# y simply 1, 0 or -1 based upon whether the difference | |
# between votes was positive, equal or negative. | |
if vote_diff > 0: | |
y = 1 | |
elif vote_diff == 0: | |
y = 0 | |
else: | |
y = -1 | |
# z is the maximal value of the absolute value of x and 1 | |
if abs_vote_diff >= 1: | |
z = abs_vote_diff | |
else: | |
z = 1 | |
# We need to compare a constant timestamp against the date | |
# of submission timestamp. Set this to your development time. | |
constant_timestamp = 1287662400 | |
submission_timestamp = time.mktime(objects.date_added.timetuple()) | |
age = submission_timestamp - constant_timestamp | |
# Create the log for weighting use later. | |
log_z = math.log10(z) | |
# The water down constant defines how long objects stay "new" for. | |
# With 45000 (12.5 hours), a 1-hour-old object would have to improve | |
# its vote differential 10x over the next 12.5 hours to maintain its | |
# rating to compensate for elapsed time. If you change the constant | |
# you will have to recalculate all ratings for all objects (with a | |
# management command). | |
water_down_constant = getattr(settings, 'WATER_DOWN_CONSTANT', 45000) | |
weighted_calc = (y*age) / water_down_constant | |
return log_z + weighted_calc |
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