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MMDB reader for geolocation and ASN lookup of IP addresses, supporting MaxMind GeoLite2/GeoIP2 and other providers
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src/locus_mmdb_tree.erl
%% Copyright (c) 2017-2020 Guilherme Andrade
%%
%% Permission is hereby granted, free of charge, to any person obtaining a
%% copy of this software and associated documentation files (the "Software"),
%% to deal in the Software without restriction, including without limitation
%% the rights to use, copy, modify, merge, publish, distribute, sublicense,
%% and/or sell copies of the Software, and to permit persons to whom the
%% Software is furnished to do so, subject to the following conditions:
%%
%% The above copyright notice and this permission notice shall be included in
%% all copies or substantial portions of the Software.
%%
%% THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
%% IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
%% FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
%% AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
%% LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
%% FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
%% DEALINGS IN THE SOFTWARE.
%%
%% locus is an independent project and has not been authorized, sponsored,
%% or otherwise approved by MaxMind.
%% @reference <a href="https://maxmind.github.io/MaxMind-DB/">MaxMind DB File Format Specification</a>
-module(locus_mmdb_tree).
%% ------------------------------------------------------------------
%% API Function Exports
%% ------------------------------------------------------------------
-export(
[find_ipv4_root_index/2,
lookup/4,
foldl/4,
bitstring_ip_address_prefix/2
]).
%% ------------------------------------------------------------------
%% Macro Definitions
%% ------------------------------------------------------------------
% https://en.wikipedia.org/wiki/IPv6#IPv4-mapped_IPv6_addresses
-define(IPV4_IPV6_PREFIX, <<0:80, 16#FFFF:16>>).
%% ------------------------------------------------------------------
%% Type Definitions
%% ------------------------------------------------------------------
-type index() :: non_neg_integer().
-export_type([index/0]).
-type ip_address_prefix() :: ip4_address_prefix() | ip6_address_prefix().
-type ip4_address_prefix() :: {inet:ip4_address(), 0..32}.
-type ip6_address_prefix() :: {inet:ip6_address(), 0..128}.
-export_type([ip_address_prefix/0, ip4_address_prefix/0, ip6_address_prefix/0]).
%% ------------------------------------------------------------------
%% API Function Definitions
%% ------------------------------------------------------------------
-spec find_ipv4_root_index(locus_mmdb:metadata(), binary()) -> index().
%% @private
find_ipv4_root_index(#{<<"ip_version">> := 4}, _) ->
0;
find_ipv4_root_index(#{<<"ip_version">> := 6} = Metadata, Tree) ->
find_node_index_for_prefix(?IPV4_IPV6_PREFIX, Metadata, Tree).
-spec lookup(Address, IPv4RootIndex, Metadata, Tree) -> {ok, Success} | {error, Reason}
when Address :: inet:ip_address(),
IPv4RootIndex :: index(),
Metadata :: locus_mmdb:metadata(),
Tree :: binary(),
Success :: {locus_mmdb_data:index(), ip_address_prefix()},
Reason :: ipv4_database | not_found .
%% @private
lookup(Address, IPv4RootIndex, Metadata, Tree) ->
case ip_address_to_bitstring(Address, IPv4RootIndex, Metadata) of
{ok, BitAddress, RootNodeIndex} ->
lookup_(BitAddress, RootNodeIndex, Metadata, Tree);
{error, Reason} ->
{error, Reason}
end.
-spec foldl(Fun, Acc0, Metadata, Tree) -> AccN
when Fun :: fun ((IntegerPrefix, TreeDepth, NodeIndex, DataIndex, Acc1) -> Acc2),
IntegerPrefix :: non_neg_integer(),
TreeDepth :: non_neg_integer(),
NodeIndex :: integer(),
DataIndex :: locus_mmdb_data:index(),
Acc0 :: term(),
Acc1 :: term(),
Acc2 :: term(),
AccN :: term(),
Metadata :: locus_mmdb:metadata(),
Tree :: binary().
%% @private
foldl(Fun, Acc0, Metadata, Tree) ->
#{<<"node_count">> := NodeCount, <<"record_size">> := RecordSize} = Metadata,
NodeSize = (RecordSize * 2) div 8,
RootNodeIndex = 0,
Params =
#{ node_size => NodeSize,
record_size => RecordSize,
node_count => NodeCount
},
foldl_recur(Fun, 0, 0, Acc0, Tree, RootNodeIndex, Params).
-spec bitstring_ip_address_prefix(<<_:32>>, 0..32) -> ip4_address_prefix();
(<<_:128>>, 0..128) -> ip6_address_prefix().
%% @private
bitstring_ip_address_prefix(BitAddress, SuffixSize) when bit_size(BitAddress) =:= 32 ->
PrefixSize = 32 - SuffixSize,
<<Prefix:PrefixSize/bits, _Suffix/bits>> = BitAddress,
BitBaseAddress = <<Prefix/bits, 0:SuffixSize>>,
<<A,B,C,D>> = BitBaseAddress,
{{A,B,C,D}, PrefixSize};
bitstring_ip_address_prefix(BitAddress, SuffixSize) when bit_size(BitAddress) =:= 128 ->
PrefixSize = 128 - SuffixSize,
<<Prefix:PrefixSize/bits, _Suffix/bits>> = BitAddress,
BitBaseAddress = <<Prefix/bits, 0:SuffixSize>>,
<<A:16,B:16,C:16,D:16,E:16,F:16,G:16,H:16>> = BitBaseAddress,
{{A,B,C,D,E,F,G,H}, PrefixSize}.
%% ------------------------------------------------------------------
%% Internal Function Definitions - Looking Up
%% ------------------------------------------------------------------
find_node_index_for_prefix(Bitstring, Metadata, Tree) ->
#{<<"node_count">> := NodeCount, <<"record_size">> := RecordSize} = Metadata,
NodeSize = (RecordSize * 2) div 8,
find_node_index_for_prefix_recur(Bitstring, Tree, NodeSize, RecordSize, 0, NodeCount).
find_node_index_for_prefix_recur(<<Bit:1,NextBits/bits>>, Tree, NodeSize, RecordSize, NodeIndex, NodeCount)
when NodeIndex < NodeCount ->
% regular node
Node = binary:part(Tree, {NodeIndex * NodeSize, NodeSize}),
ChildNodeIndex = extract_node_record(Bit, Node, RecordSize),
find_node_index_for_prefix_recur(NextBits, Tree, NodeSize, RecordSize, ChildNodeIndex, NodeCount);
find_node_index_for_prefix_recur(<<>>, _Tree, _NodeSize, _RecordSize, NodeIndex, _NodeCount) ->
% the end of the line
NodeIndex.
ip_address_to_bitstring({A,B,C,D}, IPv4RootIndex, _) ->
{ok, <<A,B,C,D>>, IPv4RootIndex};
ip_address_to_bitstring({A,B,C,D,E,F,G,H}, _, Metadata) ->
case maps:get(<<"ip_version">>, Metadata) of
4 -> {error, ipv4_database};
6 -> {ok, <<A:16,B:16,C:16,D:16,E:16,F:16,G:16,H:16>>, 0}
end.
%% @private
lookup_(BitAddress, RootNodeIndex, Metadata, Tree) ->
#{<<"node_count">> := NodeCount, <<"record_size">> := RecordSize} = Metadata,
NodeSize = (RecordSize * 2) div 8,
case lookup_recur(BitAddress, Tree, NodeSize, RecordSize, RootNodeIndex, NodeCount) of
{ok, {DataIndex, SuffixSize}} ->
Prefix = bitstring_ip_address_prefix(BitAddress, SuffixSize),
{ok, {DataIndex, Prefix}};
{error, Reason} ->
{error, Reason}
end.
lookup_recur(<<Bit:1,NextBits/bits>>, Tree, NodeSize, RecordSize, NodeIndex, NodeCount)
when NodeIndex < NodeCount ->
% regular node
Node = binary:part(Tree, {NodeIndex * NodeSize, NodeSize}),
ChildNodeIndex = extract_node_record(Bit, Node, RecordSize),
lookup_recur(NextBits, Tree, NodeSize, RecordSize, ChildNodeIndex, NodeCount);
lookup_recur(_BitAddress, _Tree, _NodeSize, _RecordSize, NodeIndex, NodeCount)
when NodeIndex =:= NodeCount ->
% leaf node
{error, not_found};
lookup_recur(BitAddress, _Tree, _NodeSize, _RecordSize, NodeIndex, NodeCount)
when NodeIndex >= (NodeCount + 16) ->
% pointer to the data section
DataIndex = (NodeIndex - NodeCount) - 16,
SuffixSize = byte_size(BitAddress),
{ok, {DataIndex, SuffixSize}}.
extract_node_record(0, Node, RecordSize) ->
extract_left_node_record(Node, RecordSize);
extract_node_record(1, Node, RecordSize) ->
extract_right_node_record(Node, RecordSize).
extract_left_node_record(Node, RecordSize) when byte_size(Node) band 1 =:= 0 ->
<<Left:RecordSize, _/bits>> = Node,
Left;
extract_left_node_record(Node, RecordSize) ->
LeftWholeSz = (RecordSize bsr 3) bsl 3,
LeftRemainderSz = RecordSize band 2#111,
<<LeftLow:LeftWholeSz, LeftHigh:LeftRemainderSz, _/bits>> = Node,
(LeftHigh bsl LeftWholeSz) bor LeftLow.
extract_right_node_record(Node, RecordSize) ->
<<_:RecordSize, Right:RecordSize>> = Node,
Right.
%% ------------------------------------------------------------------
%% Internal Function Definitions - Folding
%% ------------------------------------------------------------------
foldl_recur(Fun, IntegerPrefix, Depth, Acc, Tree, NodeIndex, #{node_count := NodeCount} = Params)
when NodeIndex < NodeCount ->
% regular node
#{node_size := NodeSize, record_size := RecordSize} = Params,
Node = binary:part(Tree, {NodeIndex * NodeSize, NodeSize}),
LeftChildIndex = extract_left_node_record(Node, RecordSize),
LeftIntegerPrefix = IntegerPrefix bsl 1,
RightChildIndex = extract_right_node_record(Node, RecordSize),
RightIntegerPrefix = LeftIntegerPrefix bor 1,
Acc2 = foldl_recur(Fun, LeftIntegerPrefix, Depth+1, Acc, Tree, LeftChildIndex, Params),
_ = foldl_recur(Fun, RightIntegerPrefix, Depth+1, Acc2, Tree, RightChildIndex, Params);
foldl_recur(_, _, _, Acc, _, NodeIndex, #{node_count := NodeCount})
when NodeIndex =:= NodeCount ->
% leaf node
Acc;
foldl_recur(Fun, IntegerPrefix, Depth, Acc, _, NodeIndex, #{node_count := NodeCount})
when NodeIndex >= NodeCount ->
% pointer to the data section
DataIndex = (NodeIndex - NodeCount) - 16,
Fun(IntegerPrefix, Depth, NodeIndex, DataIndex, Acc).