diff options
Diffstat (limited to 'lib/ssh/test/ssh_benchmark_SUITE.erl')
| -rw-r--r-- | lib/ssh/test/ssh_benchmark_SUITE.erl | 563 |
1 files changed, 563 insertions, 0 deletions
diff --git a/lib/ssh/test/ssh_benchmark_SUITE.erl b/lib/ssh/test/ssh_benchmark_SUITE.erl new file mode 100644 index 0000000000..c2bfc48449 --- /dev/null +++ b/lib/ssh/test/ssh_benchmark_SUITE.erl @@ -0,0 +1,563 @@ +%%%------------------------------------------------------------------- +%% %CopyrightBegin% +%% +%% Copyright Ericsson AB 2015-2016. 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. +%% +%% %CopyrightEnd% +%% +-module(ssh_benchmark_SUITE). +-compile(export_all). + +-include_lib("common_test/include/ct_event.hrl"). +-include_lib("common_test/include/ct.hrl"). + +-include_lib("ssh/src/ssh.hrl"). +-include_lib("ssh/src/ssh_transport.hrl"). +-include_lib("ssh/src/ssh_connect.hrl"). +-include_lib("ssh/src/ssh_userauth.hrl"). + + +suite() -> [{ct_hooks,[{ts_install_cth,[{nodenames,2}]}]}, + {timetrap,{minutes,3}} + ]. +%%suite() -> [{ct_hooks,[ts_install_cth]}]. + +all() -> [{group, opensshc_erld} +%% {group, erlc_opensshd} + ]. + +groups() -> + [{opensshc_erld, [{repeat, 3}], [openssh_client_shell, + openssh_client_sftp]} + ]. + + +init_per_suite(Config) -> + catch ssh:stop(), + try + report_client_algorithms(), + ok = ssh:start(), + {ok,TracerPid} = erlang_trace(), + [{tracer_pid,TracerPid} | init_sftp_dirs(Config)] + catch + C:E -> + {skip, io_lib:format("Couldn't start ~p:~p",[C,E])} + end. + +end_per_suite(_Config) -> + catch ssh:stop(), + ok. + + + +init_per_group(opensshc_erld, Config) -> + case ssh_test_lib:ssh_type() of + openSSH -> + DataDir = proplists:get_value(data_dir, Config), + UserDir = proplists:get_value(priv_dir, Config), + ssh_test_lib:setup_dsa(DataDir, UserDir), + ssh_test_lib:setup_rsa(DataDir, UserDir), + ssh_test_lib:setup_ecdsa("256", DataDir, UserDir), + Common = ssh_test_lib:intersect_bi_dir( + ssh_test_lib:intersection(ssh:default_algorithms(), + ssh_test_lib:default_algorithms(sshc))), + [{c_kexs, ssh_test_lib:sshc(kex)}, + {c_ciphers, ssh_test_lib:sshc(cipher)}, + {common_algs, Common} + | Config]; + _ -> + {skip, "No OpenSsh client found"} + end; + +init_per_group(erlc_opensshd, _) -> + {skip, "Group erlc_opensshd not implemented"}; + +init_per_group(_GroupName, Config) -> + Config. + +end_per_group(_GroupName, _Config) -> + ok. + + +init_per_testcase(_Func, Conf) -> + Conf. + +end_per_testcase(_Func, _Conf) -> + ok. + + +init_sftp_dirs(Config) -> + UserDir = proplists:get_value(priv_dir, Config), + SrcDir = filename:join(UserDir, "sftp_src"), + ok = file:make_dir(SrcDir), + SrcFile = "big_data", + DstDir = filename:join(UserDir, "sftp_dst"), + ok = file:make_dir(DstDir), + N = 100 * 1024*1024, + ok = file:write_file(filename:join(SrcDir,SrcFile), crypto:strong_rand_bytes(N)), + [{sftp_src_dir,SrcDir}, {sftp_dst_dir,DstDir}, {src_file,SrcFile}, {sftp_size,N} + | Config]. + +%%%================================================================ +openssh_client_shell(Config) -> + lists:foreach( + fun(PrefAlgs=[{kex,[Kex]}]) when Kex == 'diffie-hellman-group-exchange-sha256' -> + lists:foreach( + fun(Grp) -> + openssh_client_shell(Config, + [{preferred_algorithms, PrefAlgs}, + {dh_gex_groups, [Grp]} + ]) + end, moduli()); + (PrefAlgs) -> + openssh_client_shell(Config, + [{preferred_algorithms, PrefAlgs}]) + end, variants(kex,Config) ++ variants(cipher,Config) + ). + + +openssh_client_shell(Config, Options) -> + SystemDir = proplists:get_value(data_dir, Config), + UserDir = proplists:get_value(priv_dir, Config), + KnownHosts = filename:join(UserDir, "known_hosts"), + + {ok, TracerPid} = erlang_trace(), + {ServerPid, _Host, Port} = + ssh_test_lib:daemon([{system_dir, SystemDir}, + {public_key_alg, ssh_dsa}, + {failfun, fun ssh_test_lib:failfun/2} | + Options]), + ct:sleep(500), + + Data = lists:duplicate(100000, $a), + Cmd = lists:concat(["ssh -p ",Port, + " -o UserKnownHostsFile=", KnownHosts, + " -o \"StrictHostKeyChecking no\"", + " localhost '\"",Data,"\"'."]), +%% ct:pal("Cmd ="++Cmd), + + Parent = self(), + SlavePid = spawn(fun() -> + Parent ! {self(),os:cmd(Cmd)} + end), + receive + {SlavePid, _ClientResponse} -> +%% ct:pal("ClientResponse = ~p",[_ClientResponse]), + {ok, List} = get_trace_list(TracerPid), + Times = find_times(List, [accept_to_hello, kex, kex_to_auth, auth, to_prompt]), + Algs = find_algs(List), + ct:pal("Algorithms = ~p~n~nTimes = ~p",[Algs,Times]), + lists:foreach( + fun({Tag,Value,Unit}) -> + EventData = + case Tag of + {A,B} when A==encrypt ; A==decrypt -> + [{value, Value}, + {suite, ?MODULE}, + {name, mk_name(["Cipher ",A," ",B," [",Unit,"]"])} + ]; + kex -> + KexAlgStr = fmt_alg(Algs#alg.kex, List), + [{value, Value}, + {suite, ?MODULE}, + {name, mk_name(["Erl server kex ",KexAlgStr," [",Unit,"]"])} + ]; + _ when is_atom(Tag) -> + [{value, Value}, + {suite, ?MODULE}, + {name, mk_name(["Erl server ",Tag," [",Unit,"]"])} + ] + end, + ct:pal("ct_event:notify ~p",[EventData]), + ct_event:notify(#event{name = benchmark_data, + data = EventData}) + end, Times), + ssh:stop_daemon(ServerPid), + ok + after 60*1000 -> + ssh:stop_daemon(ServerPid), + exit(SlavePid, kill), + {fail, timeout} + end. + + +%%%================================================================ +openssh_client_sftp(Config) -> + lists:foreach( + fun(PrefAlgs) -> + openssh_client_sftp(Config, [{preferred_algorithms,PrefAlgs}]) + end, variants(cipher,Config)). + + +openssh_client_sftp(Config, Options) -> + SystemDir = proplists:get_value(data_dir, Config), + UserDir = proplists:get_value(priv_dir, Config), + SftpSrcDir = proplists:get_value(sftp_src_dir, Config), + SrcFile = proplists:get_value(src_file, Config), + SrcSize = proplists:get_value(sftp_size, Config), + KnownHosts = filename:join(UserDir, "known_hosts"), + + {ok, TracerPid} = erlang_trace(), + {ServerPid, _Host, Port} = + ssh_test_lib:daemon([{system_dir, SystemDir}, + {public_key_alg, ssh_dsa}, + {subsystems,[ssh_sftpd:subsystem_spec([%{cwd, SftpSrcDir}, + {root, SftpSrcDir}])]}, + {failfun, fun ssh_test_lib:failfun/2} + | Options]), + ct:pal("ServerPid = ~p",[ServerPid]), + ct:sleep(500), + Cmd = lists:concat(["sftp", + " -b -", + " -P ",Port, + " -o UserKnownHostsFile=", KnownHosts, + " -o \"StrictHostKeyChecking no\"", + " localhost:",SrcFile + ]), +%% ct:pal("Cmd = ~p",[Cmd]), + + Parent = self(), + SlavePid = spawn(fun() -> + Parent ! {self(),os:cmd(Cmd)} + end), + receive + {SlavePid, _ClientResponse} -> + ct:pal("ClientResponse = ~p~nServerPid = ~p",[_ClientResponse,ServerPid]), + {ok, List} = get_trace_list(TracerPid), +%%ct:pal("List=~p",[List]), + Times = find_times(List, [channel_open_close]), + Algs = find_algs(List), + ct:pal("Algorithms = ~p~n~nTimes = ~p",[Algs,Times]), + lists:foreach( + fun({{A,B},Value,Unit}) when A==encrypt ; A==decrypt -> + Data = [{value, Value}, + {suite, ?MODULE}, + {name, mk_name(["Sftp Cipher ",A," ",B," [",Unit,"]"])} + ], + ct:pal("sftp ct_event:notify ~p",[Data]), + ct_event:notify(#event{name = benchmark_data, + data = Data}); + ({channel_open_close,Value,Unit}) -> + Cipher = fmt_alg(Algs#alg.encrypt, List), + Data = [{value, round( (1024*Value) / SrcSize )}, + {suite, ?MODULE}, + {name, mk_name(["Sftp transfer ",Cipher," [",Unit," per kbyte]"])} + ], + ct:pal("sftp ct_event:notify ~p",[Data]), + ct_event:notify(#event{name = benchmark_data, + data = Data}); + (_) -> + skip + end, Times), + ssh:stop_daemon(ServerPid), + ok + after 2*60*1000 -> + ssh:stop_daemon(ServerPid), + exit(SlavePid, kill), + {fail, timeout} + end. + +%%%================================================================ +variants(Tag, Config) -> + TagType = + case proplists:get_value(Tag, ssh:default_algorithms()) of + [{_,_}|_] -> one_way; + [A|_] when is_atom(A) -> two_way + end, + [ [{Tag,tag_value(TagType,Alg)}] + || Alg <- proplists:get_value(Tag, proplists:get_value(common_algs,Config)) + ]. + +tag_value(two_way, Alg) -> [Alg]; +tag_value(one_way, Alg) -> [{client2server,[Alg]}, + {server2client,[Alg]}]. + +%%%---------------------------------------------------------------- +fmt_alg(Alg, List) when is_atom(Alg) -> + fmt_alg(atom_to_list(Alg), List); +fmt_alg(Alg = "diffie-hellman-group-exchange-sha" ++ _, List) -> + try + integer_to_list(find_gex_size_string(List)) + of + GexSize -> lists:concat([Alg," ",GexSize]) + catch + _:_ -> Alg + end; +fmt_alg(Alg, _List) -> + Alg. + +%%%---------------------------------------------------------------- +mk_name(Name) -> [char(C) || C <- lists:concat(Name)]. + +char($-) -> $_; +char(C) -> C. + +%%%---------------------------------------------------------------- +find_times(L, Xs) -> + [find_time(X,L) || X <- Xs] ++ + function_algs_times_sizes([{ssh_transport,encrypt,2}, + {ssh_transport,decrypt,2}, + {ssh_message,decode,1}, + {ssh_message,encode,1}], L). + +-record(call, { + mfa, + pid, + t_call, + t_return, + args, + result + }). + +%%%---------------- +-define(send(M), fun(C=#call{mfa = {ssh_message,encode,1}, + args = [M]}) -> + C#call.t_return + end). + +-define(recv(M), fun(C=#call{mfa = {ssh_message,decode,1}, + result = M}) -> + C#call.t_call + end). + +find_time(accept_to_hello, L) -> + [T0,T1] = find([fun(C=#call{mfa = {ssh_acceptor,handle_connection,5}}) -> + C#call.t_call + end, + ?LINE, + fun(C=#call{mfa = {ssh_connection_handler,handle_event,4}, + args = [_, {version_exchange,_}, {hello,_}, _]}) -> + C#call.t_call + end, + ?LINE + ], L, []), + {accept_to_hello, now2micro_sec(now_diff(T1,T0)), microsec}; +find_time(kex, L) -> + [T0,T1] = find([fun(C=#call{mfa = {ssh_connection_handler,handle_event,4}, + args = [_, {version_exchange,_}, {hello,_}, _]}) -> + C#call.t_call + end, + ?LINE, + ?send(#ssh_msg_newkeys{}), + ?LINE + ], L, []), + {kex, now2micro_sec(now_diff(T1,T0)), microsec}; +find_time(kex_to_auth, L) -> + [T0,T1] = find([?send(#ssh_msg_newkeys{}), + ?LINE, + ?recv(#ssh_msg_userauth_request{}), + ?LINE + ], L, []), + {kex_to_auth, now2micro_sec(now_diff(T1,T0)), microsec}; +find_time(auth, L) -> + [T0,T1] = find([?recv(#ssh_msg_userauth_request{}), + ?LINE, + ?send(#ssh_msg_userauth_success{}), + ?LINE + ], L, []), + {auth, now2micro_sec(now_diff(T1,T0)), microsec}; +find_time(to_prompt, L) -> + [T0,T1] = find([fun(C=#call{mfa = {ssh_acceptor,handle_connection,5}}) -> + C#call.t_call + end, + ?LINE, + ?recv(#ssh_msg_channel_request{request_type="env"}), + ?LINE + ], L, []), + {to_prompt, now2micro_sec(now_diff(T1,T0)), microsec}; +find_time(channel_open_close, L) -> + [T0,T1] = find([?recv(#ssh_msg_channel_request{request_type="subsystem"}), + ?LINE, + ?send(#ssh_msg_channel_close{}), + ?LINE + ], L, []), + {channel_open_close, now2micro_sec(now_diff(T1,T0)), microsec}. + + + +find([F,Id|Fs], [C|Cs], Acc) when is_function(F,1) -> + try + F(C) + of + T -> find(Fs, Cs, [T|Acc]) + catch + _:_ -> find([F,Id|Fs], Cs, Acc) + end; +find([], _, Acc) -> + lists:reverse(Acc). + + +find_algs(L) -> + {value, #call{result={ok,Algs}}} = + lists:keysearch({ssh_transport,select_algorithm,3}, #call.mfa, L), + Algs. + +find_gex_size_string(L) -> + %% server + {value, #call{result={ok,{Size, _}}}} = + lists:keysearch({public_key,dh_gex_group,4}, #call.mfa, L), + Size. + +%%%---------------- +function_algs_times_sizes(EncDecs, L) -> + Raw = [begin + {Tag,Size} = function_ats_result(EncDec, C), + {Tag, Size, now2micro_sec(now_diff(T1,T0))} + end + || EncDec <- EncDecs, + C = #call{mfa = ED, + % args = Args, %%[S,Data], + t_call = T0, + t_return = T1} <- L, + ED == EncDec + ], + [{Alg, round(1024*Time/Size), "microsec per kbyte"} % Microseconds per 1k bytes. + || {Alg,Size,Time} <- lists:foldl(fun increment/2, [], Raw)]. + +function_ats_result({ssh_transport,encrypt,2}, #call{args=[S,Data]}) -> + {{encrypt,S#ssh.encrypt}, size(Data)}; +function_ats_result({ssh_transport,decrypt,2}, #call{args=[S,Data]}) -> + {{decrypt,S#ssh.decrypt}, size(Data)}; +function_ats_result({ssh_message,encode,1}, #call{result=Data}) -> + {encode, size(Data)}; +function_ats_result({ssh_message,decode,1}, #call{args=[Data]}) -> + {decode, size(Data)}. + + +increment({Alg,Sz,T}, [{Alg,SumSz,SumT}|Acc]) -> + [{Alg,SumSz+Sz,SumT+T} | Acc]; +increment(Spec, [X|Acc]) -> + [X | increment(Spec,Acc)]; % Not so many Alg, 2 or 3 +increment({Alg,Sz,T},[]) -> + [{Alg,Sz,T}]. + +%%%---------------------------------------------------------------- +%%% +%%% API for the traceing +%%% +get_trace_list(TracerPid) -> + MonRef = monitor(process, TracerPid), + TracerPid ! {get_trace_list,self()}, + receive + {trace_list,L} -> + demonitor(MonRef), + {ok, pair_events(lists:reverse(L))}; + {'DOWN', MonRef, process, TracerPid, Info} -> + {error, {tracer_down,Info}} + + after 3*60*1000 -> + demonitor(MonRef), + {error,no_reply} + end. + +erlang_trace() -> + TracerPid = spawn(fun trace_loop/0), + 0 = erlang:trace(new, true, [call,timestamp,{tracer,TracerPid}]), + [init_trace(MFA, tp(MFA)) + || MFA <- [{ssh_acceptor,handle_connection,5}, +%% {ssh_connection_handler,hello,2}, + {ssh_message,encode,1}, + {ssh_message,decode,1}, + {ssh_transport,select_algorithm,3}, + {ssh_transport,encrypt,2}, + {ssh_transport,decrypt,2}, + {ssh_message,encode,1}, + {ssh_message,decode,1}, + {public_key,dh_gex_group,4} % To find dh_gex group size + ]], + init_trace({ssh_connection_handler,handle_event,4}, + [{['_', {version_exchange,'_'}, {hello,'_'}, '_'], + [], + [return_trace]}]), + {ok, TracerPid}. + +tp({_M,_F,Arity}) -> + [{lists:duplicate(Arity,'_'), [], [{return_trace}]}]. + +%%%---------------------------------------------------------------- +init_trace(MFA = {Module,_,_}, TP) -> + case code:is_loaded(Module) of + false -> code:load_file(Module); + _ -> ok + end, + erlang:trace_pattern(MFA, TP, [local]). + + +trace_loop() -> + trace_loop([]). + +trace_loop(L) -> + receive + {get_trace_list, From} -> + From ! {trace_list, L}, + trace_loop(L); + Ev -> + trace_loop([Ev|L]) + end. + +pair_events(L) -> + pair_events(L, []). + +pair_events([{trace_ts,Pid,call,{M,F,Args},TS0} | L], Acc) -> + Arity = length(Args), + {ReturnValue,TS1} = find_return(Pid, {M,F,Arity}, L), + pair_events(L, [#call{mfa = {M,F,Arity}, + pid = Pid, + t_call = TS0, + t_return = TS1, + args = Args, + result = ReturnValue} | Acc]); +pair_events([_|L], Acc) -> + pair_events(L, Acc); +pair_events([], Acc) -> + lists:reverse(Acc). + + +find_return(Pid, MFA, + [{trace_ts, Pid, return_from, MFA, ReturnValue, TS}|_]) -> + {ReturnValue, TS}; +find_return(Pid, MFA, [_|L]) -> + find_return(Pid, MFA, L); +find_return(_, _, []) -> + {undefined, undefined}. + +%%%---------------------------------------------------------------- +report_client_algorithms() -> + try + ssh_test_lib:extract_algos( ssh_test_lib:default_algorithms(sshc) ) + of + ClientAlgs -> + ct:pal("The client supports:~n~p",[ClientAlgs]) + catch + Cls:Err -> + ct:pal("Testing client about algorithms failed:~n~p ~p",[Cls,Err]) + end. + +%%%---------------------------------------------------------------- + + +now2sec({A,B,C}) -> A*1000000 + B + C/1000000. + +now2micro_sec({A,B,C}) -> (A*1000000 + B)*1000000 + C. + +now_diff({A1,B1,C1}, {A0,B0,C0}) -> {A1-A0, B1-B0, C1-C0}. + +%%%================================================================ +moduli() -> + [{1023, 5, 16#CF973CD39DC7D62F2C45AAC5180491104C76E0FE5D80A10E6C06AE442F1F373167B0FCBC931F3C157B10A5557008FDE20D68051E6A4DB11CEE0B0749F76D7134B937A59DA998C42BC234A5C1A3CFCD70E624D253D7694076F7B1FD7B8D3427849C9377B3555796ACA58C69DFF542EEEC9859D3ADCE5CC88DF6F7817C9D182EB7}, + {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}, + {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}, + {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}, + {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}]. |