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Contents
module Polars
# A dynamic grouper.
#
# This has an `.agg` method which allows you to run all polars expressions in a
# group by context.
class DynamicGroupBy
def initialize(
df,
index_column,
every,
period,
offset,
truncate,
include_boundaries,
closed,
by,
start_by
)
period = Utils._timedelta_to_pl_duration(period)
offset = Utils._timedelta_to_pl_duration(offset)
every = Utils._timedelta_to_pl_duration(every)
@df = df
@time_column = index_column
@every = every
@period = period
@offset = offset
@truncate = truncate
@include_boundaries = include_boundaries
@closed = closed
@by = by
@start_by = start_by
end
def agg(aggs)
@df.lazy
.group_by_dynamic(
@time_column,
every: @every,
period: @period,
offset: @offset,
truncate: @truncate,
include_boundaries: @include_boundaries,
closed: @closed,
by: @by,
start_by: @start_by
)
.agg(aggs)
.collect(no_optimization: true, string_cache: false)
end
end
end
Version data entries
21 entries across 21 versions & 1 rubygems