How are ruby arrays internally implemented (mainly in CRuby, but any other info is welcomed)?
Are they growable arrays like a c++ vector or are they list based? What's the complexity of shift/unshift and accessing an element by index?
They're growable arrays which "grow at the end".
shift
is O(1)
, unshift
is O(n)
and accessing by index is O(1)
. To the best of my knowledge this holds true for all ruby implementations, but it definitely does in MRI.
UPDATE: After this answer was originally written, Ruby was enhanced to make unshift
amortized O(1)
. The enhanced array is in Ruby 2.0.0 and later, making shift
, unshift
, push
, and pop
all O(1)
or amortized O(1)
.
unshift is O(N^2) in my ruby1.9 .
$ /usr/bin/time ruby -e 'n=100000;l=[];(1..n).each{|i| l.push(i);}'
0.03 real 0.02 user 0.00 sys
$ /usr/bin/time ruby -e 'n=100000;l=[];(1..n).each{|i| l.unshift(i);}'
3.15 real 3.11 user 0.01 sys
$ /usr/bin/time ruby -e 'n=200000;l=[];(1..n).each{|i| l.unshift(i);}'
12.96 real 12.85 user 0.03 sys
$ ruby -v
ruby 1.9.3p194 (2012-04-20 revision 35410) [x86_64-darwin11.3.0]
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