Created
February 18, 2013 09:03
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%%% ch2 | |
%%% | |
%%% consistent hashing of static partitions of keys onto a dynamic | |
%%% list of members with weights | |
-module(ch2). | |
%% api | |
-export([partition_ring/1, | |
select/2 | |
]). | |
%% dummy testing | |
-export([start/0]). | |
%%-include_lib("proper/include/proper.hrl"). | |
-include_lib("eunit/include/eunit.hrl"). | |
-define(RINGTOP, trunc(math:pow(2,160)-1)). % SHA-1 space | |
-define(PARTITIONS, 4096). | |
-type index() :: integer(). | |
-type member() :: {member_id(), member_weight()}. | |
-type member_id() :: term(). | |
-type member_weight() :: integer(). | |
-type ring(X) :: [{index(), X}]. | |
-type partition_ring() :: ring(member_id()). | |
-type member_ring() :: ring(member_id()). | |
%%% api ---------- | |
-spec select(term(), partition_ring()) -> member_id(). | |
select(Term, Ring) -> | |
hd(ordered_from(to_index(Term), Ring)). | |
-spec partition_ring([member()]) -> partition_ring(). | |
partition_ring(Members) -> | |
MemberRing = ring_from_members(Members), | |
Inc = ?RINGTOP div ?PARTITIONS, | |
Partitions = [Index || Index <- lists:seq(0, (?RINGTOP - 1), Inc)], | |
assign_members(Partitions, MemberRing, []). | |
%%% internal ---------- | |
-spec assign_members([index()], member_ring(), partition_ring()) -> | |
partition_ring(). | |
assign_members([], _, PartitionRing) -> | |
lists:reverse(PartitionRing); | |
%% all partitions bigger than the last member wrap around to first member | |
assign_members(Partitions, [], PartitionRing0) -> | |
PartitionRing = lists:reverse(PartitionRing0), | |
{_, FirstMember} = hd(PartitionRing), | |
PartitionRing ++ [{P, FirstMember} || P <- Partitions]; | |
assign_members([P | Ps], [{I, M} | Ms], PartitionRing) -> | |
case P =< I of | |
true -> | |
assign_members(Ps, [{I, M} | Ms], [{P, M} | PartitionRing]); | |
false -> | |
assign_members([P | Ps], Ms, PartitionRing) | |
end. | |
-spec ring_from_members([member()]) -> member_ring(). | |
ring_from_members(Members) -> | |
lists:sort( | |
lists:flatten( | |
[[{to_index({MemberId, I}), MemberId} || | |
I <- lists:seq(1, MemberWeight * ?PARTITIONS)] || | |
{MemberId, MemberWeight} <- Members])). | |
-spec ordered_from(index(), ring(X)) -> [X]. | |
ordered_from(Index, PartitionRing) -> | |
Inc = ?RINGTOP div ?PARTITIONS, | |
{A, B} = lists:split((Index div Inc)+1, PartitionRing), | |
B ++ A. | |
-spec to_index(term()) -> index(). | |
to_index(Term) -> | |
<<IndexAsInt:160/integer>> = crypto:sha(term_to_binary(Term)), | |
IndexAsInt. | |
%%% test | |
partitions_per_member(Ring) -> | |
L = lists:sort([{M, P} || {P, M} <- Ring]), | |
[{M, length(Ps) / ?PARTITIONS } || {M, Ps} <- group_partitions(L, [])]. | |
group_partitions([], Acc) -> | |
lists:reverse(Acc); | |
group_partitions([{M, P} | Rest], [{M, Ps} | Acc]) -> | |
group_partitions(Rest, [{M, [P | Ps]} | Acc]); | |
group_partitions([{M, P} | Rest], Acc) -> | |
group_partitions(Rest, [{M, [P]} | Acc]). | |
diff_rings(Ring1, Ring2) -> | |
[{I, {M1, M2}} || {{I, M1}, {I, M2}} <- lists:zip(Ring1, Ring2), M1 =/= M2]. | |
%% dummy testing | |
start() -> | |
io:format("dummy test starting~n"), | |
DummyMembers = dummy_members(3, 1), | |
?debugFmt("members: ~p~n", [DummyMembers]), | |
%% MemberRing = ring_from_members(DummyMembers), | |
%% ?debugFmt("ring: ~p~n", [MemberRing]), | |
%% PartitionRing = partition_ring(DummyMembers), | |
%% ?debugFmt("ring: ~p~n", [PartitionRing]), | |
Ring1 = partition_ring(dummy_members(8, 1)), | |
Ring2 = partition_ring(dummy_members(7, 1) ++ [{member8, 2}]), | |
?debugFmt("parts per member ring1: ~p~n", [partitions_per_member(Ring1)]), | |
?debugFmt("parts per member ring2: ~p~n", [partitions_per_member(Ring2)]), | |
RingDiff = length(diff_rings(Ring1, Ring2)) / ?PARTITIONS, | |
?debugFmt("ringdiff: ~f~n", [RingDiff]), | |
Member = select("test", Ring1), | |
Member1 = select("test1", Ring1), | |
?debugFmt("index_of(\"test\": ~p~n", [{to_index("test"), to_index("test1")}]), | |
?debugFmt("select(\"test\": ~p~n", [{Member, Member1}]), | |
io:format("dummy test done~n"). | |
dummy_members(N, W) -> | |
[{list_to_atom("member" ++ integer_to_list(M)), W} || M <- lists:seq(1, N)]. |
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