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StatLists · rbotafogo/mdarray Wiki · GitHub
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StatLists
Rodrigo Botafogo edited this page May 20, 2013
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1 revision
#-------------------------------------------------------------------------------------
#
#-------------------------------------------------------------------------------------
should "work with stat_lists" do
# Creates a DoubleStatList of capacity 10
@list = DoubleStatList.new(10)
@list.add(2.25)
@list.add(5.0)
assert_equal(2.25, @list[0])
assert_equal(5.0, @list[1])
assert_equal(3.625, @list.mean)
# Search for element in the list
assert_equal(1, @list.binary_search(5))
assert_equal(1, @list.index_of(5.0))
@list.add(3.0)
@list.add(5.0)
assert_equal(3, @list.last_index_of(5.0))
list2 = @list.copy
# changing the value of @list
@list[0] = 10
assert_equal(10, @list[0])
# list2 is unchanged
assert_equal(2.25, list2[0])
@list.shuffle
@list.print
# mean is now wrong... we've added/changed elements in @list, but we still get the
assert_equal(3.625, @list.mean)
# to make it right we need to reset_statistics. Whenever an element on the
# list is changed it is required to call reset_statistics
@list.reset_statistics
assert_equal(5.75, @list.mean)
end
#-------------------------------------------------------------------------------------
#
#-------------------------------------------------------------------------------------
should "be memory efficient when possible" do
# read file VALE3. This file has a header that we need to discard. VALE3
# contains quote values from brazilian company VALE as obtained from Yahoo finance
# (quote vale3.SA)
vale3 = MDArray.double("#{$COLT_TEST_DIR}/VALE3_short.csv", true)
# calling reset_statistics on vale3, creates a stat_list for vale3
vale3.reset_statistics
# get vale3 stat_list. This should not copy any data... let's check it
list = vale3.stat_list
# let's change a value in list
list[0] = 10
assert_equal(10, list[0])
assert_equal(10, vale3[0, 0])
# Getting the open value
open = vale3.slice(1, 1)
# open and vale3 should use the same backing store
open[0] = 5
assert_equal(5, open[0])
assert_equal(5, vale3[0,1])
# now... doing reset_statistics on open will not use the same backing store
# as open is not contigous in memory and copying is necessary. This is the
# cost integrating NetCDF and Parallel Colt. It might actually be a good
# idea in some cases to make a copy and operate on contigous memory than using
# indexing to move over the array.
open.reset_statistics
open_list = open.stat_list
open_list[0] = 1000
assert_equal(1000, open_list[0])
assert_equal(5, open[0])
end
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