test(ds): Add a proptest on iterator preserve / restore

Which verifies that preservation and restoration of iterators does not
affect the outcome of an iteration (under the precondition that the
state of database is constant during an iteration).
This commit is contained in:
Andrew Mayorov 2023-01-05 22:52:08 +03:00 committed by ieQu1
parent 1f5425975f
commit 440fecd268
2 changed files with 340 additions and 189 deletions

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@ -0,0 +1,340 @@
%%--------------------------------------------------------------------
%% Copyright (c) 2020-2022 EMQ Technologies Co., Ltd. All Rights Reserved.
%%
%% Licensed under the Apache License, Version 2.0 (the "License");
%% you may not use this file except in compliance with the License.
%% You may obtain a copy of the License at
%%
%% http://www.apache.org/licenses/LICENSE-2.0
%%
%% Unless required by applicable law or agreed to in writing, software
%% distributed under the License is distributed on an "AS IS" BASIS,
%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
%% See the License for the specific language governing permissions and
%% limitations under the License.
%%--------------------------------------------------------------------
-module(prop_replay_message_storage).
-include_lib("proper/include/proper.hrl").
-include_lib("eunit/include/eunit.hrl").
-define(GEN_ID, 42).
-define(PROP_FULLNAME, ?MODULE_STRING ++ "." ++ atom_to_list(?FUNCTION_NAME)).
%%--------------------------------------------------------------------
%% Properties
%%--------------------------------------------------------------------
prop_bitstring_computes() ->
?FORALL(Keymapper, keymapper(), begin
Bitsize = emqx_replay_message_storage:bitsize(Keymapper),
?FORALL({Topic, Timestamp}, {topic(), integer()}, begin
BS = emqx_replay_message_storage:compute_bitstring(Topic, Timestamp, Keymapper),
is_integer(BS) andalso (BS < (1 bsl Bitsize))
end)
end).
prop_topic_bitmask_computes() ->
Keymapper = make_keymapper(16, [8, 12, 16], 100),
?FORALL(TopicFilter, topic_filter(), begin
Mask = emqx_replay_message_storage:compute_topic_bitmask(TopicFilter, Keymapper),
% topic bits + timestamp LSBs
is_integer(Mask) andalso (Mask < (1 bsl (36 + 6)))
end).
prop_next_seek_monotonic() ->
?FORALL(
{TopicFilter, StartTime, Keymapper},
{topic_filter(), pos_integer(), keymapper()},
begin
Filter = emqx_replay_message_storage:make_keyspace_filter(
TopicFilter,
StartTime,
Keymapper
),
?FORALL(
Bitstring,
bitstr(emqx_replay_message_storage:bitsize(Keymapper)),
emqx_replay_message_storage:compute_next_seek(Bitstring, Filter) >= Bitstring
)
end
).
prop_next_seek_eq_initial_seek() ->
?FORALL(
Filter,
keyspace_filter(),
emqx_replay_message_storage:compute_initial_seek(Filter) =:=
emqx_replay_message_storage:compute_next_seek(0, Filter)
).
prop_iterate_eq_iterate_with_preserve_restore() ->
TBPL = [4, 8, 16, 12],
DB = open(?PROP_FULLNAME, #{
timestamp_bits => 32,
topic_bits_per_level => TBPL,
epoch => 500
}),
?FORALL(Stream, non_empty(messages(topic(TBPL))), begin
% TODO
% This proptest is impure because messages from testruns assumed to be
% independent of each other are accumulated in the same storage. This
% would probably confuse shrinker in the event a testrun fails.
ok = store(DB, Stream),
?FORALL(
{
{Topic, _},
Pat,
StartTime,
Commands
},
{
nth(Stream),
topic_filter_pattern(),
start_time(),
shuffled(flat([non_empty(list({preserve, restore})), list(iterate)]))
},
begin
TopicFilter = make_topic_filter(Pat, Topic),
Iterator = make_iterator(DB, TopicFilter, StartTime),
Messages = run_iterator_commands(Commands, Iterator, DB),
Messages =:= iterate(DB, TopicFilter, StartTime)
end
)
end).
% store_message_stream(DB, [{Topic, {Payload, ChunkNum, _ChunkCount}} | Rest]) ->
% MessageID = emqx_guid:gen(),
% PublishedAt = ChunkNum,
% MessageID, PublishedAt, Topic
% ]),
% ok = emqx_replay_message_storage:store(DB, MessageID, PublishedAt, Topic, Payload),
% store_message_stream(DB, payload_gen:next(Rest));
% store_message_stream(_Zone, []) ->
% ok.
store(DB, Messages) ->
lists:foreach(
fun({Topic, Payload = {MessageID, Timestamp, _}}) ->
Bin = term_to_binary(Payload),
emqx_replay_message_storage:store(DB, MessageID, Timestamp, Topic, Bin)
end,
Messages
).
iterate(DB, TopicFilter, StartTime) ->
iterate(make_iterator(DB, TopicFilter, StartTime)).
iterate(It) ->
case emqx_replay_message_storage:next(It) of
{value, Payload, ItNext} ->
[binary_to_term(Payload) | iterate(ItNext)];
none ->
[]
end.
make_iterator(DB, TopicFilter, StartTime) ->
{ok, It} = emqx_replay_message_storage:make_iterator(DB, TopicFilter, StartTime),
It.
run_iterator_commands([iterate | Rest], It, DB) ->
case emqx_replay_message_storage:next(It) of
{value, Payload, ItNext} ->
[binary_to_term(Payload) | run_iterator_commands(Rest, ItNext, DB)];
none ->
[]
end;
run_iterator_commands([{preserve, restore} | Rest], It, DB) ->
Serial = emqx_replay_message_storage:preserve_iterator(It),
{ok, ItNext} = emqx_replay_message_storage:restore_iterator(DB, Serial),
run_iterator_commands(Rest, ItNext, DB);
run_iterator_commands([], It, _DB) ->
iterate(It).
%%--------------------------------------------------------------------
%% Setup / teardown
%%--------------------------------------------------------------------
open(Filename, Options) ->
{ok, DBHandle} = rocksdb:open(Filename, [{create_if_missing, true}]),
{Schema, CFRefs} = emqx_replay_message_storage:create_new(DBHandle, ?GEN_ID, Options),
emqx_replay_message_storage:open(DBHandle, ?GEN_ID, CFRefs, Schema).
%%--------------------------------------------------------------------
%% Type generators
%%--------------------------------------------------------------------
topic() ->
non_empty(list(topic_level())).
topic(EntropyWeights) ->
?LET(L, scaled(1 / 4, list(1)), begin
EWs = lists:sublist(EntropyWeights ++ L, length(L)),
?SIZED(S, [oneof([topic_level(S * EW), topic_level_fixed()]) || EW <- EWs])
end).
topic_filter() ->
?SUCHTHAT(
L,
non_empty(
list(
frequency([
{5, topic_level()},
{2, '+'},
{1, '#'}
])
)
),
not lists:member('#', L) orelse lists:last(L) == '#'
).
topic_level_pattern() ->
frequency([
{5, level},
{2, '+'},
{1, '#'}
]).
topic_filter_pattern() ->
list(topic_level_pattern()).
topic_filter(Topic) ->
?LET({T, Pat}, {Topic, topic_filter_pattern()}, make_topic_filter(Pat, T)).
make_topic_filter([], _) ->
[];
make_topic_filter(_, []) ->
[];
make_topic_filter(['#' | _], _) ->
['#'];
make_topic_filter(['+' | Rest], [_ | Levels]) ->
['+' | make_topic_filter(Rest, Levels)];
make_topic_filter([level | Rest], [L | Levels]) ->
[L | make_topic_filter(Rest, Levels)].
% topic() ->
% ?LAZY(?SIZED(S, frequency([
% {S, [topic_level() | topic()]},
% {1, []}
% ]))).
% topic_filter() ->
% ?LAZY(?SIZED(S, frequency([
% {round(S / 3 * 2), [topic_level() | topic_filter()]},
% {round(S / 3 * 1), ['+' | topic_filter()]},
% {1, []},
% {1, ['#']}
% ]))).
topic_level() ->
?LET(L, list(oneof([range($a, $z), range($0, $9)])), iolist_to_binary(L)).
topic_level(Entropy) ->
S = floor(1 + math:log2(Entropy) / 4),
?LET(I, range(1, Entropy), iolist_to_binary(io_lib:format("~*.16.0B", [S, I]))).
topic_level_fixed() ->
oneof([
<<"foo">>,
<<"bar">>,
<<"baz">>,
<<"xyzzy">>
]).
keymapper() ->
?LET(
{TimestampBits, TopicBits, Epoch},
{
range(0, 128),
non_empty(list(range(1, 32))),
pos_integer()
},
make_keymapper(TimestampBits, TopicBits, Epoch * 100)
).
keyspace_filter() ->
?LET(
{TopicFilter, StartTime, Keymapper},
{topic_filter(), pos_integer(), keymapper()},
emqx_replay_message_storage:make_keyspace_filter(TopicFilter, StartTime, Keymapper)
).
messages(Topic) ->
?LET(
Ts,
list(Topic),
interleaved(
?LET(Messages, vector(length(Ts), list(message())), lists:zip(Ts, Messages))
)
).
message() ->
?LET({Timestamp, Payload}, {timestamp(), binary()}, {emqx_guid:gen(), Timestamp, Payload}).
message_streams(Topic) ->
?LET(Topics, list(Topic), [{T, payload_gen:binary_stream_gen(64)} || T <- Topics]).
timestamp() ->
scaled(20, pos_integer()).
start_time() ->
scaled(10, pos_integer()).
bitstr(Size) ->
?LET(B, binary(1 + (Size div 8)), binary:decode_unsigned(B) band (1 bsl Size - 1)).
nth(L) ->
?LET(I, range(1, length(L)), lists:nth(I, L)).
scaled(Factor, T) ->
?SIZED(S, resize(ceil(S * Factor), T)).
interleaved(T) ->
?LET({L, Seed}, {T, integer()}, interleave(L, rand:seed_s(exsss, Seed))).
shuffled(T) ->
?LET({L, Seed}, {T, integer()}, shuffle(L, rand:seed_s(exsss, Seed))).
flat(T) ->
?LET(L, T, lists:flatten(L)).
%%--------------------------------------------------------------------
%% Internal functions
%%--------------------------------------------------------------------
make_keymapper(TimestampBits, TopicBits, MaxEpoch) ->
emqx_replay_message_storage:make_keymapper(#{
timestamp_bits => TimestampBits,
topic_bits_per_level => TopicBits,
epoch => MaxEpoch
}).
-spec interleave(list({Tag, list(E)}), rand:state()) -> list({Tag, E}).
interleave(Seqs, Rng) ->
interleave(Seqs, length(Seqs), Rng).
interleave(Seqs, L, Rng) when L > 0 ->
{N, RngNext} = rand:uniform_s(L, Rng),
{SeqHead, SeqTail} = lists:split(N - 1, Seqs),
case SeqTail of
[{Tag, [M | Rest]} | SeqRest] ->
[{Tag, M} | interleave(SeqHead ++ [{Tag, Rest} | SeqRest], L, RngNext)];
[{_, []} | SeqRest] ->
interleave(SeqHead ++ SeqRest, L - 1, RngNext)
end;
interleave([], 0, _) ->
[].
-spec shuffle(list(E), rand:state()) -> list(E).
shuffle(L, Rng) ->
{Rands, _} = randoms(length(L), Rng),
[E || {_, E} <- lists:sort(lists:zip(Rands, L))].
randoms(N, Rng) when N > 0 ->
{Rand, RngNext} = rand:uniform_s(Rng),
{Tail, RngFinal} = randoms(N - 1, RngNext),
{[Rand | Tail], RngFinal};
randoms(_, Rng) ->
{[], Rng}.

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@ -1,189 +0,0 @@
%%--------------------------------------------------------------------
%% Copyright (c) 2020-2022 EMQ Technologies Co., Ltd. All Rights Reserved.
%%
%% Licensed under the Apache License, Version 2.0 (the "License");
%% you may not use this file except in compliance with the License.
%% You may obtain a copy of the License at
%%
%% http://www.apache.org/licenses/LICENSE-2.0
%%
%% Unless required by applicable law or agreed to in writing, software
%% distributed under the License is distributed on an "AS IS" BASIS,
%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
%% See the License for the specific language governing permissions and
%% limitations under the License.
%%--------------------------------------------------------------------
-module(prop_replay_storage).
-include_lib("proper/include/proper.hrl").
-include_lib("eunit/include/eunit.hrl").
-define(ZONE, mk_zone_name(?FUNCTION_NAME)).
-define(SETUP(Test), ?SETUP(fun() -> setup(?ZONE) end, Test)).
%%--------------------------------------------------------------------
%% Properties
%%--------------------------------------------------------------------
prop_bitstring_computes() ->
?FORALL(Keymapper, keymapper(), begin
Bitsize = emqx_replay_message_storage:bitsize(Keymapper),
?FORALL({Topic, Timestamp}, {topic(), integer()}, begin
BS = emqx_replay_message_storage:compute_bitstring(Topic, Timestamp, Keymapper),
is_integer(BS) andalso (BS < (1 bsl Bitsize))
end)
end).
prop_topic_bitmask_computes() ->
Keymapper = make_keymapper(16, [8, 12, 16], 100),
?FORALL(TopicFilter, topic_filter(), begin
Mask = emqx_replay_message_storage:compute_topic_bitmask(TopicFilter, Keymapper),
% topic bits + timestamp LSBs
is_integer(Mask) andalso (Mask < (1 bsl (36 + 6)))
end).
prop_next_seek_monotonic() ->
?FORALL(
{TopicFilter, StartTime, Keymapper},
{topic_filter(), pos_integer(), keymapper()},
begin
Filter = emqx_replay_message_storage:make_keyspace_filter(
TopicFilter, StartTime, Keymapper
),
?FORALL(
Bitstring,
bitstr(emqx_replay_message_storage:bitsize(Keymapper)),
emqx_replay_message_storage:compute_next_seek(Bitstring, Filter) >= Bitstring
)
end
).
prop_next_seek_eq_initial_seek() ->
?FORALL(
Filter,
keyspace_filter(),
emqx_replay_message_storage:compute_initial_seek(Filter) =:=
emqx_replay_message_storage:compute_next_seek(0, Filter)
).
prop_iterate_stored_messages() ->
?SETUP(
?FORALL(Streams, message_streams(), begin
Stream = payload_gen:interleave_streams(Streams),
ok = store_message_stream(?ZONE, Stream),
% TODO actually verify some property
true
end)
).
store_message_stream(Zone, [{Topic, {Payload, ChunkNum, _ChunkCount}} | Rest]) ->
MessageID = <<ChunkNum:32>>,
PublishedAt = rand:uniform(ChunkNum),
ok = emqx_replay_local_store:store(Zone, MessageID, PublishedAt, Topic, Payload),
store_message_stream(Zone, payload_gen:next(Rest));
store_message_stream(_Zone, []) ->
ok.
%%--------------------------------------------------------------------
%% Setup / teardown
%%--------------------------------------------------------------------
setup(Zone) ->
{ok, _} = application:ensure_all_started(emqx_replay),
{ok, _} = emqx_replay_local_store_sup:start_zone(Zone),
fun() ->
application:stop(emqx_replay)
end.
%%--------------------------------------------------------------------
%% Type generators
%%--------------------------------------------------------------------
topic() ->
% TODO
% Somehow generate topic levels with variance according to the entropy distribution?
non_empty(list(topic_level())).
topic(EntropyWeights) ->
?LET(
L,
list(1),
?SIZED(S, [topic_level(S * EW) || EW <- lists:sublist(EntropyWeights ++ L, length(L))])
).
% entropy_weights() ->
topic_filter() ->
?SUCHTHAT(
L,
non_empty(
list(
frequency([
{5, topic_level()},
{2, '+'},
{1, '#'}
])
)
),
not lists:member('#', L) orelse lists:last(L) == '#'
).
% topic() ->
% ?LAZY(?SIZED(S, frequency([
% {S, [topic_level() | topic()]},
% {1, []}
% ]))).
% topic_filter() ->
% ?LAZY(?SIZED(S, frequency([
% {round(S / 3 * 2), [topic_level() | topic_filter()]},
% {round(S / 3 * 1), ['+' | topic_filter()]},
% {1, []},
% {1, ['#']}
% ]))).
topic_level() ->
?LET(L, list(oneof([range($a, $z), range($0, $9)])), iolist_to_binary(L)).
topic_level(Entropy) ->
S = floor(1 + math:log2(Entropy) / 4),
?LET(I, range(1, Entropy), iolist_to_binary(io_lib:format("~*.16.0B", [S, I]))).
keymapper() ->
?LET(
{TimestampBits, TopicBits, Epoch},
{
range(0, 128),
non_empty(list(range(1, 32))),
pos_integer()
},
make_keymapper(TimestampBits, TopicBits, Epoch * 100)
).
keyspace_filter() ->
?LET(
{TopicFilter, StartTime, Keymapper},
{topic_filter(), pos_integer(), keymapper()},
emqx_replay_message_storage:make_keyspace_filter(TopicFilter, StartTime, Keymapper)
).
bitstr(Size) ->
?LET(B, binary(1 + (Size div 8)), binary:decode_unsigned(B) band (1 bsl Size - 1)).
message_streams() ->
?LET(Topics, list(topic()), begin
[{Topic, payload_gen:binary_stream_gen(64)} || Topic <- Topics]
end).
%%
make_keymapper(TimestampBits, TopicBits, MaxEpoch) ->
emqx_replay_message_storage:make_keymapper(#{
timestamp_bits => TimestampBits,
topic_bits_per_level => TopicBits,
epoch => MaxEpoch
}).
mk_zone_name(TC) ->
list_to_atom(?MODULE_STRING ++ "_" ++ atom_to_list(TC)).