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diff --git a/lib/compiler/src/beam_ssa_type.erl b/lib/compiler/src/beam_ssa_type.erl
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+++ b/lib/compiler/src/beam_ssa_type.erl
@@ -0,0 +1,1967 @@
+%%
+%% %CopyrightBegin%
+%%
+%% Copyright Ericsson AB 2018. 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(beam_ssa_type).
+-export([opt_start/4, opt_continue/4, opt_finish/3]).
+
+-include("beam_ssa_opt.hrl").
+-import(lists, [all/2,any/2,droplast/1,foldl/3,last/1,member/2,
+ keyfind/3,reverse/1,reverse/2,
+ sort/1,split/2]).
+
+-define(UNICODE_INT, #t_integer{elements={0,16#10FFFF}}).
+
+-record(d,
+ {ds :: #{beam_ssa:b_var():=beam_ssa:b_set()},
+ ls :: #{beam_ssa:label():=type_db()},
+ once :: cerl_sets:set(beam_ssa:b_var()),
+ func_id :: func_id(),
+ func_db :: func_info_db(),
+ sub = #{} :: #{beam_ssa:b_var():=beam_ssa:value()},
+ ret_type = [] :: [type()]}).
+
+-define(ATOM_SET_SIZE, 5).
+
+%% Records that represent type information.
+-record(t_atom, {elements=any :: 'any' | [atom()]}).
+-record(t_integer, {elements=any :: 'any' | {integer(),integer()}}).
+-record(t_bs_match, {type :: type()}).
+-record(t_tuple, {size=0 :: integer(),
+ exact=false :: boolean(),
+ %% Known element types (1-based index), unknown elements are
+ %% are assumed to be 'any'.
+ elements=#{} :: #{ non_neg_integer() => type() }}).
+
+-type type() :: 'any' | 'none' |
+ #t_atom{} | #t_integer{} | #t_bs_match{} | #t_tuple{} |
+ {'binary',pos_integer()} | 'cons' | 'float' | 'list' | 'map' | 'nil' | 'number'.
+-type type_db() :: #{beam_ssa:var_name():=type()}.
+
+-spec opt_start(Linear, Args, Anno, FuncDb) -> {Linear, FuncDb} when
+ Linear :: [{non_neg_integer(), beam_ssa:b_blk()}],
+ Args :: [beam_ssa:b_var()],
+ Anno :: beam_ssa:anno(),
+ FuncDb :: func_info_db().
+opt_start(Linear, Args, Anno, FuncDb) ->
+ %% This is the first run through the module, so our arg_types can be
+ %% incomplete as we may not have visited all call sites at least once.
+ Ts = maps:from_list([{V,any} || #b_var{}=V <- Args]),
+ opt_continue_1(Linear, Args, get_func_id(Anno), Ts, FuncDb).
+
+-spec opt_continue(Linear, Args, Anno, FuncDb) -> {Linear, FuncDb} when
+ Linear :: [{non_neg_integer(), beam_ssa:b_blk()}],
+ Args :: [beam_ssa:b_var()],
+ Anno :: beam_ssa:anno(),
+ FuncDb :: func_info_db().
+opt_continue(Linear, Args, Anno, FuncDb) ->
+ Id = get_func_id(Anno),
+ case FuncDb of
+ #{ Id := #func_info{exported=false,arg_types=ArgTypes} } ->
+ %% This is a local function and we're guaranteed to have visited
+ %% every call site at least once, so we know that the parameter
+ %% types are at least as narrow as the join of all argument types.
+ Ts = join_arg_types(Args, ArgTypes, Anno),
+ opt_continue_1(Linear, Args, Id, Ts, FuncDb);
+ #{} ->
+ %% We can't infer the parameter types of exported functions, nor
+ %% the ones where module-level optimization is disabled, but
+ %% running the pass again could still help other functions.
+ Ts = maps:from_list([{V,any} || #b_var{}=V <- Args]),
+ opt_continue_1(Linear, Args, Id, Ts, FuncDb)
+ end.
+
+join_arg_types(Args, ArgTypes, Anno) ->
+ %% We suppress type optimization for parameters that have already been
+ %% optimized by another pass, as they may have done things we have no idea
+ %% how to interpret and running them over could generate incorrect code.
+ ParamTypes = maps:get(parameter_type_info, Anno, #{}),
+ Ts0 = join_arg_types_1(Args, ArgTypes, #{}),
+ maps:fold(fun(Arg, _V, Ts) ->
+ maps:put(Arg, any, Ts)
+ end, Ts0, ParamTypes).
+
+join_arg_types_1([Arg | Args], [TM | TMs], Ts) when map_size(TM) =/= 0 ->
+ join_arg_types_1(Args, TMs, Ts#{ Arg => join(maps:values(TM))});
+join_arg_types_1([Arg | Args], [_TM | TMs], Ts) ->
+ join_arg_types_1(Args, TMs, Ts#{ Arg => any });
+join_arg_types_1([], [], Ts) ->
+ Ts.
+
+-spec opt_continue_1(Linear, Args, Id, Ts, FuncDb) -> Result when
+ Linear :: [{non_neg_integer(), beam_ssa:b_blk()}],
+ Args :: [beam_ssa:b_var()],
+ Id :: func_id(),
+ Ts :: type_db(),
+ FuncDb :: func_info_db(),
+ Result :: {Linear, FuncDb}.
+opt_continue_1(Linear0, Args, Id, Ts, FuncDb0) ->
+ UsedOnce = used_once(Linear0, Args),
+ FakeCall = #b_set{op=call,args=[#b_remote{mod=#b_literal{val=unknown},
+ name=#b_literal{val=unknown},
+ arity=0}]},
+ Defs = maps:from_list([{Var,FakeCall#b_set{dst=Var}} ||
+ #b_var{}=Var <- Args]),
+
+ D = #d{ func_db=FuncDb0,
+ func_id=Id,
+ ds=Defs,
+ ls=#{0=>Ts,?BADARG_BLOCK=>#{}},
+ once=UsedOnce },
+
+ {Linear, FuncDb, NewRet} = opt(Linear0, D, []),
+
+ case FuncDb of
+ #{ Id := Entry0 } ->
+ Entry = Entry0#func_info{ret_type=NewRet},
+ {Linear, FuncDb#{ Id := Entry }};
+ #{} ->
+ %% Module-level optimizations have been turned off for this
+ %% function.
+ {Linear, FuncDb}
+ end.
+
+-spec opt_finish(Args, Anno, FuncDb) -> {Anno, FuncDb} when
+ Args :: [beam_ssa:b_var()],
+ Anno :: beam_ssa:anno(),
+ FuncDb :: func_info_db().
+opt_finish(Args, Anno, FuncDb) ->
+ Id = get_func_id(Anno),
+ case FuncDb of
+ #{ Id := #func_info{exported=false,arg_types=ArgTypes} } ->
+ ParamInfo0 = maps:get(parameter_type_info, Anno, #{}),
+ ParamInfo = opt_finish_1(Args, ArgTypes, ParamInfo0),
+ {Anno#{ parameter_type_info => ParamInfo }, FuncDb};
+ #{} ->
+ {Anno, FuncDb}
+ end.
+
+opt_finish_1([Arg | Args], [TypeMap | TypeMaps], ParamInfo)
+ when is_map_key(Arg, ParamInfo); %% See join_arg_types/3
+ map_size(TypeMap) =:= 0 ->
+ opt_finish_1(Args, TypeMaps, ParamInfo);
+opt_finish_1([Arg | Args], [TypeMap | TypeMaps], ParamInfo0) ->
+ case join(maps:values(TypeMap)) of
+ any ->
+ opt_finish_1(Args, TypeMaps, ParamInfo0);
+ none ->
+ %% This function will never be called. Pretend that we don't
+ %% know the type for this argument.
+ opt_finish_1(Args, TypeMaps, ParamInfo0);
+ JoinedType ->
+ JoinedType = verified_type(JoinedType),
+ ParamInfo = ParamInfo0#{ Arg => validator_anno(JoinedType) },
+ opt_finish_1(Args, TypeMaps, ParamInfo)
+ end;
+opt_finish_1([], [], ParamInfo) ->
+ ParamInfo.
+
+validator_anno(#t_tuple{size=Size,exact=Exact,elements=Elements0}) ->
+ Elements = maps:fold(fun(Index, Type, Acc) ->
+ Key = beam_validator:type_anno(integer, Index),
+ Acc#{ Key => validator_anno(Type) }
+ end, #{}, Elements0),
+ beam_validator:type_anno(tuple, Size, Exact, Elements);
+validator_anno(#t_integer{elements={Same,Same}}) ->
+ beam_validator:type_anno(integer, Same);
+validator_anno(#t_integer{}) ->
+ beam_validator:type_anno(integer);
+validator_anno(float) ->
+ beam_validator:type_anno(float);
+validator_anno(#t_atom{elements=[Val]}) ->
+ beam_validator:type_anno(atom, Val);
+validator_anno(#t_atom{}=A) ->
+ case t_is_boolean(A) of
+ true -> beam_validator:type_anno(bool);
+ false -> beam_validator:type_anno(atom)
+ end;
+validator_anno(T) ->
+ beam_validator:type_anno(T).
+
+get_func_id(Anno) ->
+ #{func_info:={_Mod, Name, Arity}} = Anno,
+ #b_local{name=#b_literal{val=Name}, arity=Arity}.
+
+opt([{L,Blk}|Bs], #d{ls=Ls}=D, Acc) ->
+ case Ls of
+ #{L:=Ts} ->
+ opt_1(L, Blk, Bs, Ts, D, Acc);
+ #{} ->
+ %% This block is never reached. Discard it.
+ opt(Bs, D, Acc)
+ end;
+opt([], D, Acc) ->
+ #d{func_db=FuncDb,ret_type=NewRet} = D,
+ {reverse(Acc), FuncDb, NewRet}.
+
+opt_1(L, #b_blk{is=Is0,last=Last0}=Blk0, Bs, Ts0,
+ #d{ds=Ds0,sub=Sub0,func_db=Fdb0}=D0, Acc) ->
+ case opt_is(Is0, Ts0, Ds0, Fdb0, D0, Sub0, []) of
+ {Is,Ts,Ds,Fdb,Sub} ->
+ D1 = D0#d{ds=Ds,sub=Sub,func_db=Fdb},
+ Last1 = simplify_terminator(Last0, Sub, Ts, Ds),
+ Last = opt_terminator(Last1, Ts, Ds),
+ D = update_successors(Last, Ts, D1),
+ Blk = Blk0#b_blk{is=Is,last=Last},
+ opt(Bs, D, [{L,Blk}|Acc]);
+ {no_return,Ret,Is,Ds,Fdb,Sub} ->
+ %% This call will never reach the successor block.
+ %% Rewrite the terminator to a 'ret', and remove
+ %% all type information for this label. That can
+ %% potentially narrow the type of the phi node
+ %% in the former successor.
+ Ls = maps:remove(L, D0#d.ls),
+ RetType = join([none|D0#d.ret_type]),
+ D = D0#d{ds=Ds,ls=Ls,sub=Sub,
+ func_db=Fdb,ret_type=[RetType]},
+ Blk = Blk0#b_blk{is=Is,last=Ret},
+ opt(Bs, D, [{L,Blk}|Acc])
+ end.
+
+simplify_terminator(#b_br{bool=Bool}=Br, Sub, Ts, _Ds) ->
+ Br#b_br{bool=simplify_arg(Bool, Sub, Ts)};
+simplify_terminator(#b_switch{arg=Arg}=Sw, Sub, Ts, _Ds) ->
+ Sw#b_switch{arg=simplify_arg(Arg, Sub, Ts)};
+simplify_terminator(#b_ret{arg=Arg}=Ret, Sub, Ts, Ds) ->
+ %% Reducing the result of a call to a literal (fairly common for 'ok')
+ %% breaks tail call optimization.
+ case Ds of
+ #{ Arg := #b_set{op=call}} -> Ret;
+ #{} -> Ret#b_ret{arg=simplify_arg(Arg, Sub, Ts)}
+ end.
+
+opt_is([#b_set{op=phi,dst=Dst,args=Args0}=I0|Is],
+ Ts0, Ds0, Fdb, #d{ls=Ls}=D, Sub0, Acc) ->
+ %% Simplify the phi node by removing all predecessor blocks that no
+ %% longer exists or no longer branches to this block.
+ Args = [{simplify_arg(Arg, Sub0, Ts0),From} ||
+ {Arg,From} <- Args0, maps:is_key(From, Ls)],
+ case all_same(Args) of
+ true ->
+ %% Eliminate the phi node if there is just one source
+ %% value or if the values are identical.
+ [{Val,_}|_] = Args,
+ Sub = Sub0#{Dst=>Val},
+ opt_is(Is, Ts0, Ds0, Fdb, D, Sub, Acc);
+ false ->
+ I = I0#b_set{args=Args},
+ Ts = update_types(I, Ts0, Ds0),
+ Ds = Ds0#{Dst=>I},
+ opt_is(Is, Ts, Ds, Fdb, D, Sub0, [I|Acc])
+ end;
+opt_is([#b_set{op=call,args=Args0,dst=Dst}=I0|Is],
+ Ts0, Ds0, Fdb0, D, Sub0, Acc) ->
+ Args = simplify_args(Args0, Sub0, Ts0),
+ I1 = beam_ssa:normalize(I0#b_set{args=Args}),
+ {Ts1,Ds,Fdb,I2} = opt_call(I1, D, Ts0, Ds0, Fdb0),
+ case {map_get(Dst, Ts1),Is} of
+ {Type,[#b_set{op=succeeded}]} when Type =/= none ->
+ %% This call instruction is inside a try/catch
+ %% block. Don't attempt to simplify it.
+ opt_is(Is, Ts1, Ds, Fdb, D, Sub0, [I2|Acc]);
+ {none,[#b_set{op=succeeded}]} ->
+ %% This call instruction is inside a try/catch
+ %% block, but we know it will never return and
+ %% later optimizations may try to exploit that.
+ %%
+ %% For example, if we have an expression that
+ %% either returns this call or a tuple, we know
+ %% that the expression always returns a tuple
+ %% and can turn a later element/3 into
+ %% get_tuple_element.
+ %%
+ %% This is sound but difficult to validate in a
+ %% meaningful way as try/catch currently forces
+ %% us to maintain the illusion that the success
+ %% block is reachable even when its not, so we
+ %% disable the optimization to keep things
+ %% simple.
+ Ts = Ts1#{ Dst := any },
+ opt_is(Is, Ts, Ds, Fdb, D, Sub0, [I2|Acc]);
+ {none,_} ->
+ %% This call never returns. The rest of the
+ %% instructions will not be executed.
+ Ret = #b_ret{arg=Dst},
+ {no_return,Ret,reverse(Acc, [I2]),Ds,Fdb,Sub0};
+ {_,_} ->
+ case simplify_call(I2) of
+ #b_set{}=I ->
+ opt_is(Is, Ts1, Ds, Fdb, D, Sub0, [I|Acc]);
+ #b_literal{}=Lit ->
+ Sub = Sub0#{Dst=>Lit},
+ Ts = maps:remove(Dst, Ts1),
+ opt_is(Is, Ts, Ds0, Fdb, D, Sub, Acc);
+ #b_var{}=Var ->
+ Ts = maps:remove(Dst, Ts1),
+ Sub = Sub0#{Dst=>Var},
+ opt_is(Is, Ts, Ds0, Fdb, D, Sub, Acc)
+ end
+ end;
+opt_is([#b_set{op=succeeded,args=[Arg],dst=Dst}=I],
+ Ts0, Ds0, Fdb, D, Sub0, Acc) ->
+ case Ds0 of
+ #{ Arg := #b_set{op=call} } ->
+ %% The success check of a call is part of exception handling and
+ %% must not be optimized away. We still have to update its type
+ %% though.
+ Ts = update_types(I, Ts0, Ds0),
+ Ds = Ds0#{Dst=>I},
+
+ opt_is([], Ts, Ds, Fdb, D, Sub0, [I|Acc]);
+ #{} ->
+ Args = simplify_args([Arg], Sub0, Ts0),
+ Type = type(succeeded, Args, Ts0, Ds0),
+ case get_literal_from_type(Type) of
+ #b_literal{}=Lit ->
+ Sub = Sub0#{Dst=>Lit},
+ opt_is([], Ts0, Ds0, Fdb, D, Sub, Acc);
+ none ->
+ Ts = Ts0#{Dst=>Type},
+ Ds = Ds0#{Dst=>I},
+ opt_is([], Ts, Ds, Fdb, D, Sub0, [I|Acc])
+ end
+ end;
+opt_is([#b_set{args=Args0,dst=Dst}=I0|Is],
+ Ts0, Ds0, Fdb, D, Sub0, Acc) ->
+ Args = simplify_args(Args0, Sub0, Ts0),
+ I1 = beam_ssa:normalize(I0#b_set{args=Args}),
+ case simplify(I1, Ts0) of
+ #b_set{}=I2 ->
+ I = beam_ssa:normalize(I2),
+ Ts = update_types(I, Ts0, Ds0),
+ Ds = Ds0#{Dst=>I},
+ opt_is(Is, Ts, Ds, Fdb, D, Sub0, [I|Acc]);
+ #b_literal{}=Lit ->
+ Sub = Sub0#{Dst=>Lit},
+ opt_is(Is, Ts0, Ds0, Fdb, D, Sub, Acc);
+ #b_var{}=Var ->
+ case Is of
+ [#b_set{op=succeeded,dst=SuccDst,args=[Dst]}] ->
+ %% We must remove this 'succeeded' instruction.
+ Sub = Sub0#{Dst=>Var,SuccDst=>#b_literal{val=true}},
+ opt_is([], Ts0, Ds0, Fdb, D, Sub, Acc);
+ _ ->
+ Sub = Sub0#{Dst=>Var},
+ opt_is(Is, Ts0, Ds0, Fdb, D, Sub, Acc)
+ end
+ end;
+opt_is([], Ts, Ds, Fdb, _D, Sub, Acc) ->
+ {reverse(Acc), Ts, Ds, Fdb, Sub}.
+
+simplify_call(#b_set{op=call,args=[#b_remote{}=Rem|Args]}=I) ->
+ case Rem of
+ #b_remote{mod=#b_literal{val=Mod},
+ name=#b_literal{val=Name}} ->
+ case erl_bifs:is_pure(Mod, Name, length(Args)) of
+ true ->
+ simplify_remote_call(Mod, Name, Args, I);
+ false ->
+ I
+ end;
+ #b_remote{} ->
+ I
+ end;
+simplify_call(I) -> I.
+
+%% Simplify a remote call to a pure BIF.
+simplify_remote_call(erlang, '++', [#b_literal{val=[]},Tl], _I) ->
+ Tl;
+simplify_remote_call(erlang, setelement,
+ [#b_literal{val=Pos},
+ #b_literal{val=Tuple},
+ #b_var{}=Value], I)
+ when is_integer(Pos), 1 =< Pos, Pos =< tuple_size(Tuple) ->
+ %% Position is a literal integer and the shape of the
+ %% tuple is known.
+ Els0 = [#b_literal{val=El} || El <- tuple_to_list(Tuple)],
+ {Bef,[_|Aft]} = split(Pos - 1, Els0),
+ Els = Bef ++ [Value|Aft],
+ I#b_set{op=put_tuple,args=Els};
+simplify_remote_call(Mod, Name, Args0, I) ->
+ case make_literal_list(Args0) of
+ none ->
+ I;
+ Args ->
+ %% The arguments are literals. Try to evaluate the BIF.
+ try apply(Mod, Name, Args) of
+ Val ->
+ case cerl:is_literal_term(Val) of
+ true ->
+ #b_literal{val=Val};
+ false ->
+ %% The value can't be expressed as a literal
+ %% (e.g. a pid).
+ I
+ end
+ catch
+ _:_ ->
+ %% Failed. Don't bother trying to optimize
+ %% the call.
+ I
+ end
+ end.
+
+opt_call(#b_set{dst=Dst,args=[#b_local{}=Callee|Args]}=I0, D, Ts0, Ds0, Fdb0) ->
+ {Ts, Ds, I} = opt_local_call(I0, Ts0, Ds0, Fdb0),
+ case Fdb0 of
+ #{ Callee := #func_info{exported=false,arg_types=ArgTypes0}=Info } ->
+ %% Update the argument types of *this exact call*, the types
+ %% will be joined later when the callee is optimized.
+ CallId = {D#d.func_id, Dst},
+ ArgTypes = update_arg_types(Args, ArgTypes0, CallId, Ts0),
+
+ Fdb = Fdb0#{ Callee => Info#func_info{arg_types=ArgTypes} },
+ {Ts, Ds, Fdb, I};
+ #{} ->
+ %% We can't narrow the argument types of exported functions as they
+ %% can receive anything as part of an external call.
+ {Ts, Ds, Fdb0, I}
+ end;
+opt_call(#b_set{dst=Dst}=I, _D, Ts0, Ds0, Fdb) ->
+ Ts = update_types(I, Ts0, Ds0),
+ Ds = Ds0#{ Dst => I },
+ {Ts, Ds, Fdb, I}.
+
+opt_local_call(#b_set{dst=Dst,args=[Id|_]}=I0, Ts0, Ds0, Fdb) ->
+ Type = case Fdb of
+ #{ Id := #func_info{ret_type=[T]} } -> T;
+ #{} -> any
+ end,
+ I = case Type of
+ any -> I0;
+ none -> I0;
+ _ -> beam_ssa:add_anno(result_type, validator_anno(Type), I0)
+ end,
+ Ts = Ts0#{ Dst => Type },
+ Ds = Ds0#{ Dst => I },
+ {Ts, Ds, I}.
+
+update_arg_types([Arg | Args], [TypeMap0 | TypeMaps], CallId, Ts) ->
+ %% Match contexts are treated as bitstrings when optimizing arguments, as
+ %% we don't yet support removing the "bs_start_match3" instruction.
+ NewType = case get_type(Arg, Ts) of
+ #t_bs_match{} -> {binary, 1};
+ Type -> Type
+ end,
+ TypeMap = TypeMap0#{ CallId => NewType },
+ [TypeMap | update_arg_types(Args, TypeMaps, CallId, Ts)];
+update_arg_types([], [], _CallId, _Ts) ->
+ [].
+
+simplify(#b_set{op={bif,'and'},args=Args}=I, Ts) ->
+ case is_safe_bool_op(Args, Ts) of
+ true ->
+ case Args of
+ [_,#b_literal{val=false}=Res] -> Res;
+ [Res,#b_literal{val=true}] -> Res;
+ _ -> eval_bif(I, Ts)
+ end;
+ false ->
+ I
+ end;
+simplify(#b_set{op={bif,'or'},args=Args}=I, Ts) ->
+ case is_safe_bool_op(Args, Ts) of
+ true ->
+ case Args of
+ [Res,#b_literal{val=false}] -> Res;
+ [_,#b_literal{val=true}=Res] -> Res;
+ _ -> eval_bif(I, Ts)
+ end;
+ false ->
+ I
+ end;
+simplify(#b_set{op={bif,element},args=[#b_literal{val=Index},Tuple]}=I0, Ts) ->
+ case t_tuple_size(get_type(Tuple, Ts)) of
+ {_,Size} when is_integer(Index), 1 =< Index, Index =< Size ->
+ I = I0#b_set{op=get_tuple_element,
+ args=[Tuple,#b_literal{val=Index-1}]},
+ simplify(I, Ts);
+ _ ->
+ eval_bif(I0, Ts)
+ end;
+simplify(#b_set{op={bif,hd},args=[List]}=I, Ts) ->
+ case get_type(List, Ts) of
+ cons ->
+ I#b_set{op=get_hd};
+ _ ->
+ eval_bif(I, Ts)
+ end;
+simplify(#b_set{op={bif,tl},args=[List]}=I, Ts) ->
+ case get_type(List, Ts) of
+ cons ->
+ I#b_set{op=get_tl};
+ _ ->
+ eval_bif(I, Ts)
+ end;
+simplify(#b_set{op={bif,size},args=[Term]}=I, Ts) ->
+ case get_type(Term, Ts) of
+ #t_tuple{} ->
+ simplify(I#b_set{op={bif,tuple_size}}, Ts);
+ _ ->
+ eval_bif(I, Ts)
+ end;
+simplify(#b_set{op={bif,tuple_size},args=[Term]}=I, Ts) ->
+ case get_type(Term, Ts) of
+ #t_tuple{size=Size,exact=true} ->
+ #b_literal{val=Size};
+ _ ->
+ I
+ end;
+simplify(#b_set{op={bif,'=='},args=Args}=I, Ts) ->
+ Types = get_types(Args, Ts),
+ EqEq = case {meet(Types),join(Types)} of
+ {none,any} -> true;
+ {#t_integer{},#t_integer{}} -> true;
+ {float,float} -> true;
+ {{binary,_},_} -> true;
+ {#t_atom{},_} -> true;
+ {_,_} -> false
+ end,
+ case EqEq of
+ true ->
+ simplify(I#b_set{op={bif,'=:='}}, Ts);
+ false ->
+ eval_bif(I, Ts)
+ end;
+simplify(#b_set{op={bif,'=:='},args=[Same,Same]}, _Ts) ->
+ #b_literal{val=true};
+simplify(#b_set{op={bif,'=:='},args=[A1,_A2]=Args}=I, Ts) ->
+ [T1,T2] = get_types(Args, Ts),
+ case meet(T1, T2) of
+ none ->
+ #b_literal{val=false};
+ _ ->
+ case {t_is_boolean(T1),T2} of
+ {true,#t_atom{elements=[true]}} ->
+ %% Bool =:= true ==> Bool
+ A1;
+ {_,_} ->
+ eval_bif(I, Ts)
+ end
+ end;
+simplify(#b_set{op={bif,Op},args=Args}=I, Ts) ->
+ Types = get_types(Args, Ts),
+ case is_float_op(Op, Types) of
+ false ->
+ eval_bif(I, Ts);
+ true ->
+ AnnoArgs = [anno_float_arg(A) || A <- Types],
+ eval_bif(beam_ssa:add_anno(float_op, AnnoArgs, I), Ts)
+ end;
+simplify(#b_set{op=get_tuple_element,args=[Tuple,#b_literal{val=N}]}=I, Ts) ->
+ case get_type(Tuple, Ts) of
+ #t_tuple{size=Size,elements=Es} when Size > N ->
+ ElemType = get_element_type(N + 1, Es),
+ case get_literal_from_type(ElemType) of
+ #b_literal{}=Lit -> Lit;
+ none -> I
+ end;
+ none ->
+ %% Will never be executed because of type conflict.
+ %% #b_literal{val=ignored};
+ I
+ end;
+simplify(#b_set{op=is_nonempty_list,args=[Src]}=I, Ts) ->
+ case get_type(Src, Ts) of
+ any -> I;
+ list -> I;
+ cons -> #b_literal{val=true};
+ _ -> #b_literal{val=false}
+ end;
+simplify(#b_set{op=is_tagged_tuple,
+ args=[Src,#b_literal{val=Size},#b_literal{}=Tag]}=I, Ts) ->
+ simplify_is_record(I, get_type(Src, Ts), Size, Tag, Ts);
+simplify(#b_set{op=put_list,args=[#b_literal{val=H},
+ #b_literal{val=T}]}, _Ts) ->
+ #b_literal{val=[H|T]};
+simplify(#b_set{op=put_tuple,args=Args}=I, _Ts) ->
+ case make_literal_list(Args) of
+ none -> I;
+ List -> #b_literal{val=list_to_tuple(List)}
+ end;
+simplify(#b_set{op=wait_timeout,args=[#b_literal{val=0}]}, _Ts) ->
+ #b_literal{val=true};
+simplify(#b_set{op=wait_timeout,args=[#b_literal{val=infinity}]}=I, _Ts) ->
+ I#b_set{op=wait,args=[]};
+simplify(I, _Ts) -> I.
+
+make_literal_list(Args) ->
+ make_literal_list(Args, []).
+
+make_literal_list([#b_literal{val=H}|T], Acc) ->
+ make_literal_list(T, [H|Acc]);
+make_literal_list([_|_], _) ->
+ none;
+make_literal_list([], Acc) ->
+ reverse(Acc).
+
+is_safe_bool_op(Args, Ts) ->
+ [T1,T2] = get_types(Args, Ts),
+ t_is_boolean(T1) andalso t_is_boolean(T2).
+
+all_same([{H,_}|T]) ->
+ all(fun({E,_}) -> E =:= H end, T).
+
+eval_bif(#b_set{op={bif,Bif},args=Args}=I, Ts) ->
+ Arity = length(Args),
+ case erl_bifs:is_pure(erlang, Bif, Arity) of
+ false ->
+ I;
+ true ->
+ case make_literal_list(Args) of
+ none ->
+ case get_types(Args, Ts) of
+ [any] ->
+ I;
+ [Type] ->
+ case will_succeed(Bif, Type) of
+ yes ->
+ #b_literal{val=true};
+ no ->
+ #b_literal{val=false};
+ maybe ->
+ I
+ end;
+ _ ->
+ I
+ end;
+ LitArgs ->
+ try apply(erlang, Bif, LitArgs) of
+ Val -> #b_literal{val=Val}
+ catch
+ error:_ -> I
+ end
+
+ end
+ end.
+
+simplify_args(Args, Sub, Ts) ->
+ [simplify_arg(Arg, Sub, Ts) || Arg <- Args].
+
+simplify_arg(#b_var{}=Arg0, Sub, Ts) ->
+ case sub_arg(Arg0, Sub) of
+ #b_literal{}=LitArg ->
+ LitArg;
+ #b_var{}=Arg ->
+ Type = get_type(Arg, Ts),
+ case get_literal_from_type(Type) of
+ none -> Arg;
+ #b_literal{}=Lit -> Lit
+ end
+ end;
+simplify_arg(#b_remote{mod=Mod,name=Name}=Rem, Sub, Ts) ->
+ Rem#b_remote{mod=simplify_arg(Mod, Sub, Ts),
+ name=simplify_arg(Name, Sub, Ts)};
+simplify_arg(Arg, _Sub, _Ts) -> Arg.
+
+sub_arg(#b_var{}=Old, Sub) ->
+ case Sub of
+ #{Old:=New} -> New;
+ #{} -> Old
+ end.
+
+is_float_op('-', [float]) ->
+ true;
+is_float_op('/', [_,_]) ->
+ true;
+is_float_op(Op, [float,_Other]) ->
+ is_float_op_1(Op);
+is_float_op(Op, [_Other,float]) ->
+ is_float_op_1(Op);
+is_float_op(_, _) -> false.
+
+is_float_op_1('+') -> true;
+is_float_op_1('-') -> true;
+is_float_op_1('*') -> true;
+is_float_op_1(_) -> false.
+
+anno_float_arg(float) -> float;
+anno_float_arg(_) -> convert.
+
+opt_terminator(#b_br{bool=#b_literal{}}=Br, _Ts, _Ds) ->
+ beam_ssa:normalize(Br);
+opt_terminator(#b_br{bool=#b_var{}}=Br, Ts, Ds) ->
+ simplify_not(Br, Ts, Ds);
+opt_terminator(#b_switch{arg=#b_literal{}}=Sw, _Ts, _Ds) ->
+ beam_ssa:normalize(Sw);
+opt_terminator(#b_switch{arg=#b_var{}=V}=Sw, Ts, Ds) ->
+ case get_type(V, Ts) of
+ any ->
+ beam_ssa:normalize(Sw);
+ Type ->
+ beam_ssa:normalize(opt_switch(Sw, Type, Ts, Ds))
+ end;
+opt_terminator(#b_ret{}=Ret, _Ts, _Ds) -> Ret.
+
+
+opt_switch(#b_switch{fail=Fail,list=List0}=Sw0, Type, Ts, Ds) ->
+ List = prune_switch_list(List0, Fail, Type, Ts),
+ Sw1 = Sw0#b_switch{list=List},
+ case Type of
+ #t_integer{elements={_,_}=Range} ->
+ simplify_switch_int(Sw1, Range);
+ #t_atom{elements=[_|_]} ->
+ case t_is_boolean(Type) of
+ true ->
+ #b_br{} = Br = simplify_switch_bool(Sw1, Ts, Ds),
+ opt_terminator(Br, Ts, Ds);
+ false ->
+ simplify_switch_atom(Type, Sw1)
+ end;
+ _ ->
+ Sw1
+ end.
+
+prune_switch_list([{_,Fail}|T], Fail, Type, Ts) ->
+ prune_switch_list(T, Fail, Type, Ts);
+prune_switch_list([{Arg,_}=Pair|T], Fail, Type, Ts) ->
+ case meet(get_type(Arg, Ts), Type) of
+ none ->
+ %% Different types. This value can never match.
+ prune_switch_list(T, Fail, Type, Ts);
+ _ ->
+ [Pair|prune_switch_list(T, Fail, Type, Ts)]
+ end;
+prune_switch_list([], _, _, _) -> [].
+
+update_successors(#b_br{bool=#b_literal{val=true},succ=S}, Ts, D) ->
+ update_successor(S, Ts, D);
+update_successors(#b_br{bool=#b_var{}=Bool,succ=Succ,fail=Fail}, Ts0, D0) ->
+ case cerl_sets:is_element(Bool, D0#d.once) of
+ true ->
+ %% This variable is defined in this block and is only
+ %% referenced by this br terminator. Therefore, there is
+ %% no need to include it in the type database passed on to
+ %% the successors of this block.
+ Ts = maps:remove(Bool, Ts0),
+ {SuccTs,FailTs} = infer_types_br(Bool, Ts, D0),
+ D = update_successor(Fail, FailTs, D0),
+ update_successor(Succ, SuccTs, D);
+ false ->
+ {SuccTs,FailTs} = infer_types_br(Bool, Ts0, D0),
+ D = update_successor_bool(Bool, false, Fail, FailTs, D0),
+ update_successor_bool(Bool, true, Succ, SuccTs, D)
+ end;
+update_successors(#b_switch{arg=#b_var{}=V,fail=Fail,list=List}, Ts, D0) ->
+ case cerl_sets:is_element(V, D0#d.once) of
+ true ->
+ %% This variable is defined in this block and is only
+ %% referenced by this switch terminator. Therefore, there is
+ %% no need to include it in the type database passed on to
+ %% the successors of this block.
+ D = update_successor(Fail, Ts, D0),
+ F = fun({Val,S}, A) ->
+ SuccTs0 = infer_types_switch(V, Val, Ts, D),
+ SuccTs = maps:remove(V, SuccTs0),
+ update_successor(S, SuccTs, A)
+ end,
+ foldl(F, D, List);
+ false ->
+ %% V can not be equal to any of the values in List at the fail
+ %% block.
+ FailTs = subtract_sw_list(V, List, Ts),
+ D = update_successor(Fail, FailTs, D0),
+ F = fun({Val,S}, A) ->
+ SuccTs = infer_types_switch(V, Val, Ts, D),
+ update_successor(S, SuccTs, A)
+ end,
+ foldl(F, D, List)
+ end;
+update_successors(#b_ret{arg=Arg}, Ts, D) ->
+ FuncId = D#d.func_id,
+ case D#d.ds of
+ #{ Arg := #b_set{op=call,args=[FuncId | _]} } ->
+ %% Returning a call to ourselves doesn't affect our own return
+ %% type.
+ D;
+ #{} ->
+ RetType = join([get_type(Arg, Ts) | D#d.ret_type]),
+ D#d{ret_type=[RetType]}
+ end.
+
+subtract_sw_list(V, List, Ts) ->
+ Ts#{ V := sub_sw_list_1(get_type(V, Ts), List, Ts) }.
+
+sub_sw_list_1(Type, [{Val,_}|T], Ts) ->
+ ValType = get_type(Val, Ts),
+ sub_sw_list_1(subtract(Type, ValType), T, Ts);
+sub_sw_list_1(Type, [], _Ts) ->
+ Type.
+
+update_successor_bool(#b_var{}=Var, BoolValue, S, Ts, D) ->
+ case t_is_boolean(get_type(Var, Ts)) of
+ true ->
+ update_successor(S, Ts#{Var:=t_atom(BoolValue)}, D);
+ false ->
+ %% The `br` terminator is preceeded by an instruction that
+ %% does not produce a boolean value, such a `new_try_tag`.
+ update_successor(S, Ts, D)
+ end.
+
+update_successor(?BADARG_BLOCK, _Ts, #d{}=D) ->
+ %% We KNOW that no variables are used in the ?BADARG_BLOCK,
+ %% so there is no need to update the type information. That
+ %% can be a huge timesaver for huge functions.
+ D;
+update_successor(S, Ts0, #d{ls=Ls}=D) ->
+ case Ls of
+ #{S:=Ts1} ->
+ Ts = join_types(Ts0, Ts1),
+ D#d{ls=Ls#{S:=Ts}};
+ #{} ->
+ D#d{ls=Ls#{S=>Ts0}}
+ end.
+
+update_types(#b_set{op=Op,dst=Dst,args=Args}, Ts, Ds) ->
+ T = type(Op, Args, Ts, Ds),
+ Ts#{Dst=>T}.
+
+type(phi, Args, Ts, _Ds) ->
+ Types = [get_type(A, Ts) || {A,_} <- Args],
+ join(Types);
+type({bif,'band'}, Args, Ts, _Ds) ->
+ band_type(Args, Ts);
+type({bif,Bif}, Args, Ts, _Ds) ->
+ case bif_type(Bif, Args) of
+ number ->
+ arith_op_type(Args, Ts);
+ Type ->
+ Type
+ end;
+type(bs_init, _Args, _Ts, _Ds) ->
+ {binary, 1};
+type(bs_extract, [Ctx], Ts, _Ds) ->
+ #t_bs_match{type=Type} = get_type(Ctx, Ts),
+ Type;
+type(bs_match, Args, _Ts, _Ds) ->
+ #t_bs_match{type=bs_match_type(Args)};
+type(bs_get_tail, _Args, _Ts, _Ds) ->
+ {binary, 1};
+type(call, [#b_remote{mod=#b_literal{val=Mod},
+ name=#b_literal{val=Name}}|Args], Ts, _Ds) ->
+ case {Mod,Name,Args} of
+ {erlang,setelement,[Pos,Tuple,Arg]} ->
+ case {get_type(Pos, Ts),get_type(Tuple, Ts)} of
+ {#t_integer{elements={Index,Index}},
+ #t_tuple{elements=Es0,size=Size}=T} ->
+ %% This is an exact index, update the type of said element
+ %% or return 'none' if it's known to be out of bounds.
+ Es = set_element_type(Index, get_type(Arg, Ts), Es0),
+ case T#t_tuple.exact of
+ false ->
+ T#t_tuple{size=max(Index, Size),elements=Es};
+ true when Index =< Size ->
+ T#t_tuple{elements=Es};
+ true ->
+ none
+ end;
+ {#t_integer{elements={Min,_}}=IntType,
+ #t_tuple{elements=Es0,size=Size}=T} ->
+ %% Remove type information for all indices that
+ %% falls into the range of the integer.
+ Es = remove_element_info(IntType, Es0),
+ case T#t_tuple.exact of
+ false ->
+ T#t_tuple{elements=Es,size=max(Min, Size)};
+ true when Min =< Size ->
+ T#t_tuple{elements=Es,size=Size};
+ true ->
+ none
+ end;
+ {_,#t_tuple{}=T} ->
+ %% Position unknown, so we have to discard all element
+ %% information.
+ T#t_tuple{elements=#{}};
+ {#t_integer{elements={Min,_Max}},_} ->
+ #t_tuple{size=Min};
+ {_,_} ->
+ #t_tuple{}
+ end;
+ {erlang,'++',[LHS,RHS]} ->
+ LType = get_type(LHS, Ts),
+ RType = get_type(RHS, Ts),
+ case LType =:= cons orelse RType =:= cons of
+ true ->
+ cons;
+ false ->
+ %% `[] ++ RHS` yields RHS, even if RHS is not a list.
+ join(list, RType)
+ end;
+ {erlang,'--',[_,_]} ->
+ list;
+ {lists,F,Args} ->
+ Types = get_types(Args, Ts),
+ lists_function_type(F, Types);
+ {math,_,_} ->
+ case is_math_bif(Name, length(Args)) of
+ false -> any;
+ true -> float
+ end;
+ {_,_,_} ->
+ case erl_bifs:is_exit_bif(Mod, Name, length(Args)) of
+ true -> none;
+ false -> any
+ end
+ end;
+type(get_tuple_element, [Tuple, Offset], Ts, _Ds) ->
+ #t_tuple{size=Size,elements=Es} = get_type(Tuple, Ts),
+ #b_literal{val=N} = Offset,
+ true = Size > N, %Assertion.
+ get_element_type(N + 1, Es);
+type(is_nonempty_list, [_], _Ts, _Ds) ->
+ t_boolean();
+type(is_tagged_tuple, [_,#b_literal{},#b_literal{}], _Ts, _Ds) ->
+ t_boolean();
+type(put_map, _Args, _Ts, _Ds) ->
+ map;
+type(put_list, _Args, _Ts, _Ds) ->
+ cons;
+type(put_tuple, Args, Ts, _Ds) ->
+ {Es, _} = foldl(fun(Arg, {Es0, Index}) ->
+ Type = get_type(Arg, Ts),
+ Es = set_element_type(Index, Type, Es0),
+ {Es, Index + 1}
+ end, {#{}, 1}, Args),
+ #t_tuple{exact=true,size=length(Args),elements=Es};
+type(succeeded, [#b_var{}=Src], Ts, Ds) ->
+ case maps:get(Src, Ds) of
+ #b_set{op={bif,Bif},args=BifArgs} ->
+ Types = get_types(BifArgs, Ts),
+ case {Bif,Types} of
+ {BoolOp,[T1,T2]} when BoolOp =:= 'and'; BoolOp =:= 'or' ->
+ case t_is_boolean(T1) andalso t_is_boolean(T2) of
+ true -> t_atom(true);
+ false -> t_boolean()
+ end;
+ {byte_size,[{binary,_}]} ->
+ t_atom(true);
+ {bit_size,[{binary,_}]} ->
+ t_atom(true);
+ {map_size,[map]} ->
+ t_atom(true);
+ {'not',[Type]} ->
+ case t_is_boolean(Type) of
+ true -> t_atom(true);
+ false -> t_boolean()
+ end;
+ {size,[{binary,_}]} ->
+ t_atom(true);
+ {tuple_size,[#t_tuple{}]} ->
+ t_atom(true);
+ {_,_} ->
+ t_boolean()
+ end;
+ #b_set{op=get_hd} ->
+ t_atom(true);
+ #b_set{op=get_tl} ->
+ t_atom(true);
+ #b_set{op=get_tuple_element} ->
+ t_atom(true);
+ #b_set{op=wait} ->
+ t_atom(false);
+ #b_set{} ->
+ t_boolean()
+ end;
+type(succeeded, [#b_literal{}], _Ts, _Ds) ->
+ t_atom(true);
+type(_, _, _, _) -> any.
+
+arith_op_type(Args, Ts) ->
+ Types = get_types(Args, Ts),
+ foldl(fun(#t_integer{}, unknown) -> t_integer();
+ (#t_integer{}, number) -> number;
+ (#t_integer{}, float) -> float;
+ (#t_integer{}, #t_integer{}) -> t_integer();
+ (float, unknown) -> float;
+ (float, #t_integer{}) -> float;
+ (float, number) -> float;
+ (number, unknown) -> number;
+ (number, #t_integer{}) -> number;
+ (number, float) -> float;
+ (any, _) -> number;
+ (Same, Same) -> Same;
+ (_, _) -> none
+ end, unknown, Types).
+
+lists_function_type(F, Types) ->
+ case {F,Types} of
+ %% Functions that return booleans.
+ {all,[_,_]} ->
+ t_boolean();
+ {any,[_,_]} ->
+ t_boolean();
+ {keymember,[_,_,_]} ->
+ t_boolean();
+ {member,[_,_]} ->
+ t_boolean();
+ {prefix,[_,_]} ->
+ t_boolean();
+ {suffix,[_,_]} ->
+ t_boolean();
+
+ %% Functions that return lists.
+ {dropwhile,[_,_]} ->
+ list;
+ {duplicate,[_,_]} ->
+ list;
+ {filter,[_,_]} ->
+ list;
+ {flatten,[_]} ->
+ list;
+ {map,[_Fun,List]} ->
+ same_length_type(List);
+ {MapFold,[_Fun,_Acc,List]} when MapFold =:= mapfoldl;
+ MapFold =:= mapfoldr ->
+ #t_tuple{size=2,exact=true,
+ elements=#{1=>same_length_type(List)}};
+ {partition,[_,_]} ->
+ t_two_tuple(list, list);
+ {reverse,[List]} ->
+ same_length_type(List);
+ {sort,[List]} ->
+ same_length_type(List);
+ {splitwith,[_,_]} ->
+ t_two_tuple(list, list);
+ {takewhile,[_,_]} ->
+ list;
+ {unzip,[List]} ->
+ ListType = same_length_type(List),
+ t_two_tuple(ListType, ListType);
+ {usort,[List]} ->
+ same_length_type(List);
+ {zip,[_,_]} ->
+ list;
+ {zipwith,[_,_,_]} ->
+ list;
+ {_,_} ->
+ any
+ end.
+
+%% For a lists function that return a list of the same
+%% length as the input list, return the type of the list.
+same_length_type(cons) -> cons;
+same_length_type(nil) -> nil;
+same_length_type(_) -> list.
+
+t_two_tuple(Type1, Type2) ->
+ #t_tuple{size=2,exact=true,
+ elements=#{1=>Type1,2=>Type2}}.
+
+%% will_succeed(TestOperation, Type) -> yes|no|maybe.
+%% Test whether TestOperation applied to an argument of type Type
+%% will succeed. Return yes, no, or maybe.
+%%
+%% Type is a type as described in the comment for verified_type/1 at
+%% the very end of this file, but it will *never* be 'any'.
+
+will_succeed(is_atom, Type) ->
+ case Type of
+ #t_atom{} -> yes;
+ _ -> no
+ end;
+will_succeed(is_binary, Type) ->
+ case Type of
+ {binary,U} when U rem 8 =:= 0 -> yes;
+ {binary,_} -> maybe;
+ _ -> no
+ end;
+will_succeed(is_bitstring, Type) ->
+ case Type of
+ {binary,_} -> yes;
+ _ -> no
+ end;
+will_succeed(is_boolean, Type) ->
+ case Type of
+ #t_atom{elements=any} ->
+ maybe;
+ #t_atom{elements=Es} ->
+ case t_is_boolean(Type) of
+ true ->
+ yes;
+ false ->
+ case any(fun is_boolean/1, Es) of
+ true -> maybe;
+ false -> no
+ end
+ end;
+ _ ->
+ no
+ end;
+will_succeed(is_float, Type) ->
+ case Type of
+ float -> yes;
+ number -> maybe;
+ _ -> no
+ end;
+will_succeed(is_integer, Type) ->
+ case Type of
+ #t_integer{} -> yes;
+ number -> maybe;
+ _ -> no
+ end;
+will_succeed(is_list, Type) ->
+ case Type of
+ list -> yes;
+ cons -> yes;
+ _ -> no
+ end;
+will_succeed(is_map, Type) ->
+ case Type of
+ map -> yes;
+ _ -> no
+ end;
+will_succeed(is_number, Type) ->
+ case Type of
+ float -> yes;
+ #t_integer{} -> yes;
+ number -> yes;
+ _ -> no
+ end;
+will_succeed(is_tuple, Type) ->
+ case Type of
+ #t_tuple{} -> yes;
+ _ -> no
+ end;
+will_succeed(_, _) -> maybe.
+
+
+band_type([Other,#b_literal{val=Int}], Ts) when is_integer(Int) ->
+ band_type_1(Int, Other, Ts);
+band_type([_,_], _) -> t_integer().
+
+band_type_1(Int, OtherSrc, Ts) ->
+ Type = band_type_2(Int, 0),
+ OtherType = get_type(OtherSrc, Ts),
+ meet(Type, OtherType).
+
+band_type_2(N, Bits) when Bits < 64 ->
+ case 1 bsl Bits of
+ P when P =:= N + 1 ->
+ t_integer(0, N);
+ P when P > N + 1 ->
+ t_integer();
+ _ ->
+ band_type_2(N, Bits+1)
+ end;
+band_type_2(_, _) ->
+ %% Negative or large positive number. Give up.
+ t_integer().
+
+bs_match_type([#b_literal{val=Type}|Args]) ->
+ bs_match_type(Type, Args).
+
+bs_match_type(binary, Args) ->
+ [_,_,_,#b_literal{val=U}] = Args,
+ {binary,U};
+bs_match_type(float, _) ->
+ float;
+bs_match_type(integer, Args) ->
+ case Args of
+ [_,
+ #b_literal{val=Flags},
+ #b_literal{val=Size},
+ #b_literal{val=Unit}] when Size * Unit < 64 ->
+ NumBits = Size * Unit,
+ case member(unsigned, Flags) of
+ true ->
+ t_integer(0, (1 bsl NumBits)-1);
+ false ->
+ %% Signed integer. Don't bother.
+ t_integer()
+ end;
+ [_|_] ->
+ t_integer()
+ end;
+bs_match_type(skip, _) ->
+ any;
+bs_match_type(string, _) ->
+ any;
+bs_match_type(utf8, _) ->
+ ?UNICODE_INT;
+bs_match_type(utf16, _) ->
+ ?UNICODE_INT;
+bs_match_type(utf32, _) ->
+ ?UNICODE_INT.
+
+simplify_switch_atom(#t_atom{elements=Atoms}, #b_switch{list=List0}=Sw) ->
+ case sort([A || {#b_literal{val=A},_} <- List0]) of
+ Atoms ->
+ %% All possible atoms are included in the list. The
+ %% failure label will never be used.
+ [{_,Fail}|List] = List0,
+ Sw#b_switch{fail=Fail,list=List};
+ _ ->
+ Sw
+ end.
+
+simplify_switch_int(#b_switch{list=List0}=Sw, {Min,Max}) ->
+ List1 = sort(List0),
+ Vs = [V || {#b_literal{val=V},_} <- List1],
+ case eq_ranges(Vs, Min, Max) of
+ true ->
+ {_,LastL} = last(List1),
+ List = droplast(List1),
+ Sw#b_switch{fail=LastL,list=List};
+ false ->
+ Sw
+ end.
+
+eq_ranges([H], H, H) -> true;
+eq_ranges([H|T], H, Max) -> eq_ranges(T, H+1, Max);
+eq_ranges(_, _, _) -> false.
+
+simplify_is_record(I, #t_tuple{exact=Exact,
+ size=Size,
+ elements=Es},
+ RecSize, RecTag, Ts) ->
+ TagType = maps:get(1, Es, any),
+ TagMatch = case get_literal_from_type(TagType) of
+ #b_literal{}=RecTag -> yes;
+ #b_literal{} -> no;
+ none ->
+ %% Is it at all possible for the tag to match?
+ case meet(get_type(RecTag, Ts), TagType) of
+ none -> no;
+ _ -> maybe
+ end
+ end,
+ if
+ Size =/= RecSize, Exact; Size > RecSize; TagMatch =:= no ->
+ #b_literal{val=false};
+ Size =:= RecSize, Exact, TagMatch =:= yes ->
+ #b_literal{val=true};
+ true ->
+ I
+ end;
+simplify_is_record(I, any, _Size, _Tag, _Ts) ->
+ I;
+simplify_is_record(_I, _Type, _Size, _Tag, _Ts) ->
+ #b_literal{val=false}.
+
+simplify_switch_bool(#b_switch{arg=B,fail=Fail,list=List0}, Ts, Ds) ->
+ FalseVal = #b_literal{val=false},
+ TrueVal = #b_literal{val=true},
+ List1 = List0 ++ [{FalseVal,Fail},{TrueVal,Fail}],
+ {_,FalseLbl} = keyfind(FalseVal, 1, List1),
+ {_,TrueLbl} = keyfind(TrueVal, 1, List1),
+ Br = beam_ssa:normalize(#b_br{bool=B,succ=TrueLbl,fail=FalseLbl}),
+ simplify_not(Br, Ts, Ds).
+
+simplify_not(#b_br{bool=#b_var{}=V,succ=Succ,fail=Fail}=Br0, Ts, Ds) ->
+ case Ds of
+ #{V:=#b_set{op={bif,'not'},args=[Bool]}} ->
+ case t_is_boolean(get_type(Bool, Ts)) of
+ true ->
+ Br = Br0#b_br{bool=Bool,succ=Fail,fail=Succ},
+ beam_ssa:normalize(Br);
+ false ->
+ Br0
+ end;
+ #{} ->
+ Br0
+ end;
+simplify_not(#b_br{bool=#b_literal{}}=Br, _Ts, _Ds) -> Br.
+
+%%%
+%%% Calculate the set of variables that are only used once in the
+%%% terminator of the block that defines them. That will allow us to
+%%% discard type information for variables that will never be
+%%% referenced by the successor blocks, potentially improving
+%%% compilation times.
+%%%
+
+used_once(Linear, Args) ->
+ Map0 = used_once_1(reverse(Linear), #{}),
+ Map = maps:without(Args, Map0),
+ cerl_sets:from_list(maps:keys(Map)).
+
+used_once_1([{L,#b_blk{is=Is,last=Last}}|Bs], Uses0) ->
+ Uses1 = used_once_last_uses(beam_ssa:used(Last), L, Uses0),
+ Uses = used_once_2(reverse(Is), L, Uses1),
+ used_once_1(Bs, Uses);
+used_once_1([], Uses) -> Uses.
+
+used_once_2([#b_set{dst=Dst}=I|Is], L, Uses0) ->
+ Uses = used_once_uses(beam_ssa:used(I), L, Uses0),
+ case Uses of
+ #{Dst:=[L]} ->
+ used_once_2(Is, L, Uses);
+ #{} ->
+ %% Used more than once or used once in
+ %% in another block.
+ used_once_2(Is, L, maps:remove(Dst, Uses))
+ end;
+used_once_2([], _, Uses) -> Uses.
+
+used_once_uses([V|Vs], L, Uses) ->
+ case Uses of
+ #{V:=more_than_once} ->
+ used_once_uses(Vs, L, Uses);
+ #{} ->
+ %% Already used or first use is not in
+ %% a terminator.
+ used_once_uses(Vs, L, Uses#{V=>more_than_once})
+ end;
+used_once_uses([], _, Uses) -> Uses.
+
+used_once_last_uses([V|Vs], L, Uses) ->
+ case Uses of
+ #{V:=[_]} ->
+ %% Second time this variable is used.
+ used_once_last_uses(Vs, L, Uses#{V:=more_than_once});
+ #{V:=more_than_once} ->
+ %% Used at least twice before.
+ used_once_last_uses(Vs, L, Uses);
+ #{} ->
+ %% First time this variable is used.
+ used_once_last_uses(Vs, L, Uses#{V=>[L]})
+ end;
+used_once_last_uses([], _, Uses) -> Uses.
+
+
+get_types(Values, Ts) ->
+ [get_type(Val, Ts) || Val <- Values].
+-spec get_type(beam_ssa:value(), type_db()) -> type().
+
+get_type(#b_var{}=V, Ts) ->
+ #{V:=T} = Ts,
+ T;
+get_type(#b_literal{val=Val}, _Ts) ->
+ if
+ is_atom(Val) ->
+ t_atom(Val);
+ is_float(Val) ->
+ float;
+ is_integer(Val) ->
+ t_integer(Val);
+ is_list(Val), Val =/= [] ->
+ cons;
+ is_map(Val) ->
+ map;
+ Val =:= {} ->
+ #t_tuple{exact=true};
+ is_tuple(Val) ->
+ {Es, _} = foldl(fun(E, {Es0, Index}) ->
+ Type = get_type(#b_literal{val=E}, #{}),
+ Es = set_element_type(Index, Type, Es0),
+ {Es, Index + 1}
+ end, {#{}, 1}, tuple_to_list(Val)),
+ #t_tuple{exact=true,size=tuple_size(Val),elements=Es};
+ Val =:= [] ->
+ nil;
+ true ->
+ any
+ end.
+
+%% infer_types(Var, Types, #d{}) -> {SuccTypes,FailTypes}
+%% Looking at the expression that defines the variable Var, infer
+%% the types for the variables in the arguments. Return the updated
+%% type database for the case that the expression evaluates to
+%% true, and and for the case that it evaluates to false.
+%%
+%% Here is an example. The variable being asked about is
+%% the variable Bool, which is defined like this:
+%%
+%% Bool = is_nonempty_list L
+%%
+%% If 'is_nonempty_list L' evaluates to 'true', L must
+%% must be cons. The meet of the previously known type of L and 'cons'
+%% will be added to SuccTypes.
+%%
+%% On the other hand, if 'is_nonempty_list L' evaluates to false, L
+%% is not cons and cons can be subtracted from the previously known
+%% type for L. For example, if L was known to be 'list', subtracting
+%% 'cons' would give 'nil' as the only possible type. The result of the
+%% subtraction for L will be added to FailTypes.
+
+infer_types_br(#b_var{}=V, Ts, #d{ds=Ds}) ->
+ #{V:=#b_set{op=Op,args=Args}} = Ds,
+ PosTypes0 = infer_type(Op, Args, Ds),
+ NegTypes0 = infer_type_negative(Op, Args, Ds),
+
+ %% We must be careful with types inferred from '=:='.
+ %%
+ %% If we have seen L =:= [a], we know that L is 'cons' if the
+ %% comparison succeeds. However, if the comparison fails, L could
+ %% still be 'cons'. Therefore, we must not subtract 'cons' from the
+ %% previous type of L.
+ %%
+ %% However, it is safe to subtract a type inferred from '=:=' if
+ %% it is single-valued, e.g. if it is [] or the atom 'true'.
+
+ EqTypes = infer_eq_type(Op, Args, Ts, Ds),
+ NegTypes1 = [P || {_,T}=P <- EqTypes, is_singleton_type(T)],
+
+ PosTypes = EqTypes ++ PosTypes0,
+ SuccTs = meet_types(PosTypes, Ts),
+
+ NegTypes = NegTypes0 ++ NegTypes1,
+ FailTs = subtract_types(NegTypes, Ts),
+
+ {SuccTs,FailTs}.
+
+infer_types_switch(V, Lit, Ts, #d{ds=Ds}) ->
+ Types = infer_eq_type({bif,'=:='}, [V, Lit], Ts, Ds),
+ meet_types(Types, Ts).
+
+infer_eq_type({bif,'=:='}, [#b_var{}=Src,#b_literal{}=Lit], Ts, Ds) ->
+ Def = maps:get(Src, Ds),
+ Type = get_type(Lit, Ts),
+ [{Src,Type} | infer_eq_lit(Def, Lit)];
+infer_eq_type({bif,'=:='}, [#b_var{}=Arg0,#b_var{}=Arg1], Ts, _Ds) ->
+ %% As an example, assume that L1 is known to be 'list', and L2 is
+ %% known to be 'cons'. Then if 'L1 =:= L2' evaluates to 'true', it can
+ %% be inferred that L1 is 'cons' (the meet of 'cons' and 'list').
+ Type0 = get_type(Arg0, Ts),
+ Type1 = get_type(Arg1, Ts),
+ Type = meet(Type0, Type1),
+ [{V,MeetType} ||
+ {V,OrigType,MeetType} <-
+ [{Arg0,Type0,Type},{Arg1,Type1,Type}],
+ OrigType =/= MeetType];
+infer_eq_type(_Op, _Args, _Ts, _Ds) ->
+ [].
+
+infer_eq_lit(#b_set{op={bif,tuple_size},args=[#b_var{}=Tuple]},
+ #b_literal{val=Size}) when is_integer(Size) ->
+ [{Tuple,#t_tuple{exact=true,size=Size}}];
+infer_eq_lit(#b_set{op=get_tuple_element,
+ args=[#b_var{}=Tuple,#b_literal{val=N}]},
+ #b_literal{}=Lit) ->
+ Index = N + 1,
+ Es = set_element_type(Index, get_type(Lit, #{}), #{}),
+ [{Tuple,#t_tuple{size=Index,elements=Es}}];
+infer_eq_lit(_, _) -> [].
+
+infer_type_negative(Op, Args, Ds) ->
+ case is_negative_inference_safe(Op, Args) of
+ true ->
+ infer_type(Op, Args, Ds);
+ false ->
+ []
+ end.
+
+%% Conservative list of instructions for which negative
+%% inference is safe.
+is_negative_inference_safe(is_nonempty_list, _Args) -> true;
+is_negative_inference_safe(_, _) -> false.
+
+infer_type({bif,element}, [#b_literal{val=Pos},#b_var{}=Tuple], _Ds) ->
+ if
+ is_integer(Pos), 1 =< Pos ->
+ [{Tuple,#t_tuple{size=Pos}}];
+ true ->
+ []
+ end;
+infer_type({bif,element}, [#b_var{}=Position,#b_var{}=Tuple], _Ds) ->
+ [{Position,t_integer()},{Tuple,#t_tuple{}}];
+infer_type({bif,Bif}, [#b_var{}=Src]=Args, _Ds) ->
+ case inferred_bif_type(Bif, Args) of
+ any -> [];
+ T -> [{Src,T}]
+ end;
+infer_type({bif,binary_part}, [#b_var{}=Src,_], _Ds) ->
+ [{Src,{binary,8}}];
+infer_type({bif,is_map_key}, [_,#b_var{}=Src], _Ds) ->
+ [{Src,map}];
+infer_type({bif,map_get}, [_,#b_var{}=Src], _Ds) ->
+ [{Src,map}];
+infer_type({bif,Bif}, [_,_]=Args, _Ds) ->
+ case inferred_bif_type(Bif, Args) of
+ any -> [];
+ T -> [{A,T} || #b_var{}=A <- Args]
+ end;
+infer_type({bif,binary_part}, [#b_var{}=Src,Pos,Len], _Ds) ->
+ [{Src,{binary,8}}|
+ [{V,t_integer()} || #b_var{}=V <- [Pos,Len]]];
+infer_type(bs_start_match, [#b_var{}=Bin], _Ds) ->
+ [{Bin,{binary,1}}];
+infer_type(is_nonempty_list, [#b_var{}=Src], _Ds) ->
+ [{Src,cons}];
+infer_type(is_tagged_tuple, [#b_var{}=Src,#b_literal{val=Size},
+ #b_literal{}=Tag], _Ds) ->
+ Es = set_element_type(1, get_type(Tag, #{}), #{}),
+ [{Src,#t_tuple{exact=true,size=Size,elements=Es}}];
+infer_type(succeeded, [#b_var{}=Src], Ds) ->
+ #b_set{op=Op,args=Args} = maps:get(Src, Ds),
+ infer_type(Op, Args, Ds);
+infer_type(_Op, _Args, _Ds) ->
+ [].
+
+%% bif_type(Name, Args) -> Type
+%% Return the return type for the guard BIF or operator Name with
+%% arguments Args.
+%%
+%% Note that that the following BIFs are handle elsewhere:
+%%
+%% band/2
+
+bif_type(abs, [_]) -> number;
+bif_type(bit_size, [_]) -> t_integer();
+bif_type(byte_size, [_]) -> t_integer();
+bif_type(ceil, [_]) -> t_integer();
+bif_type(float, [_]) -> float;
+bif_type(floor, [_]) -> t_integer();
+bif_type(is_map_key, [_,_]) -> t_boolean();
+bif_type(length, [_]) -> t_integer();
+bif_type(map_size, [_]) -> t_integer();
+bif_type(node, []) -> #t_atom{};
+bif_type(node, [_]) -> #t_atom{};
+bif_type(round, [_]) -> t_integer();
+bif_type(size, [_]) -> t_integer();
+bif_type(trunc, [_]) -> t_integer();
+bif_type(tuple_size, [_]) -> t_integer();
+bif_type('bnot', [_]) -> t_integer();
+bif_type('bor', [_,_]) -> t_integer();
+bif_type('bsl', [_,_]) -> t_integer();
+bif_type('bsr', [_,_]) -> t_integer();
+bif_type('bxor', [_,_]) -> t_integer();
+bif_type('div', [_,_]) -> t_integer();
+bif_type('rem', [_,_]) -> t_integer();
+bif_type('/', [_,_]) -> float;
+bif_type(Name, Args) ->
+ Arity = length(Args),
+ case erl_internal:new_type_test(Name, Arity) orelse
+ erl_internal:bool_op(Name, Arity) orelse
+ erl_internal:comp_op(Name, Arity) of
+ true ->
+ t_boolean();
+ false ->
+ case erl_internal:arith_op(Name, Arity) of
+ true -> number;
+ false -> any
+ end
+ end.
+
+inferred_bif_type(is_atom, [_]) -> t_atom();
+inferred_bif_type(is_binary, [_]) -> {binary,8};
+inferred_bif_type(is_bitstring, [_]) -> {binary,1};
+inferred_bif_type(is_boolean, [_]) -> t_boolean();
+inferred_bif_type(is_float, [_]) -> float;
+inferred_bif_type(is_integer, [_]) -> t_integer();
+inferred_bif_type(is_list, [_]) -> list;
+inferred_bif_type(is_map, [_]) -> map;
+inferred_bif_type(is_number, [_]) -> number;
+inferred_bif_type(is_tuple, [_]) -> #t_tuple{};
+inferred_bif_type(abs, [_]) -> number;
+inferred_bif_type(bit_size, [_]) -> {binary,1};
+inferred_bif_type('bnot', [_]) -> t_integer();
+inferred_bif_type(byte_size, [_]) -> {binary,1};
+inferred_bif_type(ceil, [_]) -> number;
+inferred_bif_type(float, [_]) -> number;
+inferred_bif_type(floor, [_]) -> number;
+inferred_bif_type(hd, [_]) -> cons;
+inferred_bif_type(length, [_]) -> list;
+inferred_bif_type(map_size, [_]) -> map;
+inferred_bif_type('not', [_]) -> t_boolean();
+inferred_bif_type(round, [_]) -> number;
+inferred_bif_type(trunc, [_]) -> number;
+inferred_bif_type(tl, [_]) -> cons;
+inferred_bif_type(tuple_size, [_]) -> #t_tuple{};
+inferred_bif_type('and', [_,_]) -> t_boolean();
+inferred_bif_type('or', [_,_]) -> t_boolean();
+inferred_bif_type('xor', [_,_]) -> t_boolean();
+inferred_bif_type('band', [_,_]) -> t_integer();
+inferred_bif_type('bor', [_,_]) -> t_integer();
+inferred_bif_type('bsl', [_,_]) -> t_integer();
+inferred_bif_type('bsr', [_,_]) -> t_integer();
+inferred_bif_type('bxor', [_,_]) -> t_integer();
+inferred_bif_type('div', [_,_]) -> t_integer();
+inferred_bif_type('rem', [_,_]) -> t_integer();
+inferred_bif_type('+', [_,_]) -> number;
+inferred_bif_type('-', [_,_]) -> number;
+inferred_bif_type('*', [_,_]) -> number;
+inferred_bif_type('/', [_,_]) -> number;
+inferred_bif_type(_, _) -> any.
+
+is_math_bif(cos, 1) -> true;
+is_math_bif(cosh, 1) -> true;
+is_math_bif(sin, 1) -> true;
+is_math_bif(sinh, 1) -> true;
+is_math_bif(tan, 1) -> true;
+is_math_bif(tanh, 1) -> true;
+is_math_bif(acos, 1) -> true;
+is_math_bif(acosh, 1) -> true;
+is_math_bif(asin, 1) -> true;
+is_math_bif(asinh, 1) -> true;
+is_math_bif(atan, 1) -> true;
+is_math_bif(atanh, 1) -> true;
+is_math_bif(erf, 1) -> true;
+is_math_bif(erfc, 1) -> true;
+is_math_bif(exp, 1) -> true;
+is_math_bif(log, 1) -> true;
+is_math_bif(log2, 1) -> true;
+is_math_bif(log10, 1) -> true;
+is_math_bif(sqrt, 1) -> true;
+is_math_bif(atan2, 2) -> true;
+is_math_bif(pow, 2) -> true;
+is_math_bif(ceil, 1) -> true;
+is_math_bif(floor, 1) -> true;
+is_math_bif(fmod, 2) -> true;
+is_math_bif(pi, 0) -> true;
+is_math_bif(_, _) -> false.
+
+join_types(Ts0, Ts1) ->
+ if
+ map_size(Ts0) < map_size(Ts1) ->
+ join_types_1(maps:keys(Ts0), Ts1, Ts0);
+ true ->
+ join_types_1(maps:keys(Ts1), Ts0, Ts1)
+ end.
+
+join_types_1([V|Vs], Ts0, Ts1) ->
+ case {Ts0,Ts1} of
+ {#{V:=Same},#{V:=Same}} ->
+ join_types_1(Vs, Ts0, Ts1);
+ {#{V:=T0},#{V:=T1}} ->
+ case join(T0, T1) of
+ T1 ->
+ join_types_1(Vs, Ts0, Ts1);
+ T ->
+ join_types_1(Vs, Ts0, Ts1#{V:=T})
+ end;
+ {#{},#{V:=_}} ->
+ join_types_1(Vs, Ts0, Ts1)
+ end;
+join_types_1([], Ts0, Ts1) ->
+ maps:merge(Ts0, Ts1).
+
+join([T1,T2|Ts]) ->
+ join([join(T1, T2)|Ts]);
+join([T]) -> T.
+
+get_literal_from_type(#t_atom{elements=[Atom]}) ->
+ #b_literal{val=Atom};
+get_literal_from_type(#t_integer{elements={Int,Int}}) ->
+ #b_literal{val=Int};
+get_literal_from_type(nil) ->
+ #b_literal{val=[]};
+get_literal_from_type(_) -> none.
+
+remove_element_info(#t_integer{elements={Min,Max}}, Es) ->
+ foldl(fun(El, Acc) when Min =< El, El =< Max ->
+ maps:remove(El, Acc);
+ (_El, Acc) -> Acc
+ end, Es, maps:keys(Es)).
+
+t_atom() ->
+ #t_atom{elements=any}.
+
+t_atom(Atom) when is_atom(Atom) ->
+ #t_atom{elements=[Atom]}.
+
+t_boolean() ->
+ #t_atom{elements=[false,true]}.
+
+t_integer() ->
+ #t_integer{elements=any}.
+
+t_integer(Int) when is_integer(Int) ->
+ #t_integer{elements={Int,Int}}.
+
+t_integer(Min, Max) when is_integer(Min), is_integer(Max) ->
+ #t_integer{elements={Min,Max}}.
+
+t_is_boolean(#t_atom{elements=[F,T]}) ->
+ F =:= false andalso T =:= true;
+t_is_boolean(#t_atom{elements=[B]}) ->
+ is_boolean(B);
+t_is_boolean(_) -> false.
+
+t_tuple_size(#t_tuple{size=Size,exact=false}) ->
+ {at_least,Size};
+t_tuple_size(#t_tuple{size=Size,exact=true}) ->
+ {exact,Size};
+t_tuple_size(_) ->
+ none.
+
+is_singleton_type(Type) ->
+ get_literal_from_type(Type) =/= none.
+
+get_element_type(Index, Es) ->
+ case Es of
+ #{ Index := T } -> T;
+ #{} -> any
+ end.
+
+set_element_type(_Key, none, Es) ->
+ Es;
+set_element_type(Key, any, Es) ->
+ maps:remove(Key, Es);
+set_element_type(Key, Type, Es) ->
+ Es#{ Key => Type }.
+
+%% join(Type1, Type2) -> Type
+%% Return the "join" of Type1 and Type2. The join is a more general
+%% type than Type1 and Type2. For example:
+%%
+%% join(#t_integer{elements=any}, #t_integer=elements={0,3}}) ->
+%% #t_integer{}
+%%
+%% The join for two different types result in 'any', which is
+%% the top element for our type lattice:
+%%
+%% join(#t_integer{}, map) -> any
+
+-spec join(type(), type()) -> type().
+
+join(T, T) ->
+ verified_type(T);
+join(none, T) ->
+ verified_type(T);
+join(T, none) ->
+ verified_type(T);
+join(any, _) -> any;
+join(_, any) -> any;
+join(#t_atom{elements=[_|_]=Set1}, #t_atom{elements=[_|_]=Set2}) ->
+ Set = ordsets:union(Set1, Set2),
+ case ordsets:size(Set) of
+ Size when Size =< ?ATOM_SET_SIZE ->
+ #t_atom{elements=Set};
+ _Size ->
+ #t_atom{elements=any}
+ end;
+join(#t_atom{elements=any}=T, #t_atom{elements=[_|_]}) -> T;
+join(#t_atom{elements=[_|_]}, #t_atom{elements=any}=T) -> T;
+join({binary,U1}, {binary,U2}) ->
+ {binary,gcd(U1, U2)};
+join(#t_integer{}, #t_integer{}) -> t_integer();
+join(list, cons) -> list;
+join(cons, list) -> list;
+join(nil, cons) -> list;
+join(cons, nil) -> list;
+join(nil, list) -> list;
+join(list, nil) -> list;
+join(#t_integer{}, float) -> number;
+join(float, #t_integer{}) -> number;
+join(#t_integer{}, number) -> number;
+join(number, #t_integer{}) -> number;
+join(float, number) -> number;
+join(number, float) -> number;
+join(#t_tuple{size=Sz,exact=ExactA,elements=EsA},
+ #t_tuple{size=Sz,exact=ExactB,elements=EsB}) ->
+ Exact = ExactA and ExactB,
+ Es = join_tuple_elements(Sz, EsA, EsB),
+ #t_tuple{size=Sz,exact=Exact,elements=Es};
+join(#t_tuple{size=SzA,elements=EsA}, #t_tuple{size=SzB,elements=EsB}) ->
+ Sz = min(SzA, SzB),
+ Es = join_tuple_elements(Sz, EsA, EsB),
+ #t_tuple{size=Sz,elements=Es};
+join(_T1, _T2) ->
+ %%io:format("~p ~p\n", [_T1,_T2]),
+ any.
+
+join_tuple_elements(MinSize, EsA, EsB) ->
+ Es0 = join_elements(EsA, EsB),
+ maps:filter(fun(Index, _Type) -> Index =< MinSize end, Es0).
+
+join_elements(Es1, Es2) ->
+ Keys = if
+ map_size(Es1) =< map_size(Es2) -> maps:keys(Es1);
+ map_size(Es1) > map_size(Es2) -> maps:keys(Es2)
+ end,
+ join_elements_1(Keys, Es1, Es2, #{}).
+
+join_elements_1([Key | Keys], Es1, Es2, Acc0) ->
+ case {Es1, Es2} of
+ {#{ Key := Type1 }, #{ Key := Type2 }} ->
+ Acc = set_element_type(Key, join(Type1, Type2), Acc0),
+ join_elements_1(Keys, Es1, Es2, Acc);
+ {#{}, #{}} ->
+ join_elements_1(Keys, Es1, Es2, Acc0)
+ end;
+join_elements_1([], _Es1, _Es2, Acc) ->
+ Acc.
+
+gcd(A, B) ->
+ case A rem B of
+ 0 -> B;
+ X -> gcd(B, X)
+ end.
+
+meet_types([{V,T0}|Vs], Ts) ->
+ #{V:=T1} = Ts,
+ case meet(T0, T1) of
+ T1 -> meet_types(Vs, Ts);
+ T -> meet_types(Vs, Ts#{V:=T})
+ end;
+meet_types([], Ts) -> Ts.
+
+meet([T1,T2|Ts]) ->
+ meet([meet(T1, T2)|Ts]);
+meet([T]) -> T.
+
+subtract_types([{V,T0}|Vs], Ts) ->
+ #{V:=T1} = Ts,
+ case subtract(T1, T0) of
+ T1 -> subtract_types(Vs, Ts);
+ T -> subtract_types(Vs, Ts#{V:=T})
+ end;
+subtract_types([], Ts) -> Ts.
+
+%% subtract(Type1, Type2) -> Type.
+%% Subtract Type2 from Type1. Example:
+%%
+%% subtract(list, cons) -> nil
+
+subtract(#t_atom{elements=[_|_]=Set0}, #t_atom{elements=[_|_]=Set1}) ->
+ case ordsets:subtract(Set0, Set1) of
+ [] -> none;
+ [_|_]=Set -> #t_atom{elements=Set}
+ end;
+subtract(number, float) -> #t_integer{};
+subtract(number, #t_integer{elements=any}) -> float;
+subtract(list, cons) -> nil;
+subtract(list, nil) -> cons;
+subtract(T, _) -> T.
+
+%% meet(Type1, Type2) -> Type
+%% Return the "meet" of Type1 and Type2. The meet is a narrower
+%% type than Type1 and Type2. For example:
+%%
+%% meet(#t_integer{elements=any}, #t_integer{elements={0,3}}) ->
+%% #t_integer{elements={0,3}}
+%%
+%% The meet for two different types result in 'none', which is
+%% the bottom element for our type lattice:
+%%
+%% meet(#t_integer{}, map) -> none
+
+-spec meet(type(), type()) -> type().
+
+meet(T, T) ->
+ verified_type(T);
+meet(#t_atom{elements=[_|_]=Set1}, #t_atom{elements=[_|_]=Set2}) ->
+ case ordsets:intersection(Set1, Set2) of
+ [] ->
+ none;
+ [_|_]=Set ->
+ #t_atom{elements=Set}
+ end;
+meet(#t_atom{elements=[_|_]}=T, #t_atom{elements=any}) ->
+ T;
+meet(#t_atom{elements=any}, #t_atom{elements=[_|_]}=T) ->
+ T;
+meet(#t_integer{elements={_,_}}=T, #t_integer{elements=any}) ->
+ T;
+meet(#t_integer{elements=any}, #t_integer{elements={_,_}}=T) ->
+ T;
+meet(#t_integer{elements={Min1,Max1}},
+ #t_integer{elements={Min2,Max2}}) ->
+ #t_integer{elements={max(Min1, Min2),min(Max1, Max2)}};
+meet(#t_integer{}=T, number) -> T;
+meet(float=T, number) -> T;
+meet(number, #t_integer{}=T) -> T;
+meet(number, float=T) -> T;
+meet(list, cons) -> cons;
+meet(list, nil) -> nil;
+meet(cons, list) -> cons;
+meet(nil, list) -> nil;
+meet(#t_tuple{}=T1, #t_tuple{}=T2) ->
+ meet_tuples(T1, T2);
+meet({binary,U1}, {binary,U2}) ->
+ {binary,max(U1, U2)};
+meet(any, T) ->
+ verified_type(T);
+meet(T, any) ->
+ verified_type(T);
+meet(_, _) ->
+ %% Inconsistent types. There will be an exception at runtime.
+ none.
+
+meet_tuples(#t_tuple{size=Sz1,exact=true},
+ #t_tuple{size=Sz2,exact=true}) when Sz1 =/= Sz2 ->
+ none;
+meet_tuples(#t_tuple{size=Sz1,exact=Ex1,elements=Es1},
+ #t_tuple{size=Sz2,exact=Ex2,elements=Es2}) ->
+ Size = max(Sz1, Sz2),
+ Exact = Ex1 or Ex2,
+ case meet_elements(Es1, Es2) of
+ none ->
+ none;
+ Es ->
+ #t_tuple{size=Size,exact=Exact,elements=Es}
+ end.
+
+meet_elements(Es1, Es2) ->
+ Keys = maps:keys(Es1) ++ maps:keys(Es2),
+ meet_elements_1(Keys, Es1, Es2, #{}).
+
+meet_elements_1([Key | Keys], Es1, Es2, Acc) ->
+ case {Es1, Es2} of
+ {#{ Key := Type1 }, #{ Key := Type2 }} ->
+ case meet(Type1, Type2) of
+ none -> none;
+ Type -> meet_elements_1(Keys, Es1, Es2, Acc#{ Key => Type })
+ end;
+ {#{ Key := Type1 }, _} ->
+ meet_elements_1(Keys, Es1, Es2, Acc#{ Key => Type1 });
+ {_, #{ Key := Type2 }} ->
+ meet_elements_1(Keys, Es1, Es2, Acc#{ Key => Type2 })
+ end;
+meet_elements_1([], _Es1, _Es2, Acc) ->
+ Acc.
+
+%% verified_type(Type) -> Type
+%% Returns the passed in type if it is one of the defined types.
+%% Crashes if there is anything wrong with the type.
+%%
+%% Here are all possible types:
+%%
+%% any Any Erlang term (top element for the type lattice).
+%%
+%% #t_atom{} Any atom or some specific atoms.
+%% {binary,Unit} Binary/bitstring aligned to unit Unit.
+%% float Floating point number.
+%% #t_integer{} Integer
+%% list Empty or nonempty list.
+%% map Map.
+%% nil Empty list.
+%% cons Cons (nonempty list).
+%% number A number (float or integer).
+%% #t_tuple{} Tuple.
+%%
+%% none No type (bottom element for the type lattice).
+
+-spec verified_type(T) -> T when
+ T :: type().
+
+verified_type(any=T) -> T;
+verified_type(none=T) -> T;
+verified_type(#t_atom{elements=any}=T) -> T;
+verified_type(#t_atom{elements=[_|_]}=T) -> T;
+verified_type({binary,U}=T) when is_integer(U) -> T;
+verified_type(#t_integer{elements=any}=T) -> T;
+verified_type(#t_integer{elements={Min,Max}}=T)
+ when is_integer(Min), is_integer(Max) -> T;
+verified_type(list=T) -> T;
+verified_type(map=T) -> T;
+verified_type(nil=T) -> T;
+verified_type(cons=T) -> T;
+verified_type(number=T) -> T;
+verified_type(#t_tuple{size=Size,elements=Es}=T) ->
+ %% All known elements must have a valid index and type. 'any' is prohibited
+ %% since it's implicit and should never be present in the map.
+ maps:fold(fun(Index, Element, _) when is_integer(Index),
+ 1 =< Index, Index =< Size,
+ Element =/= any, Element =/= none ->
+ verified_type(Element)
+ end, [], Es),
+ T;
+verified_type(float=T) -> T.