{"action":"created","comment":{"url":"https://api.github.com/repos/JuliaLang/julia/pulls/comments/77809421","id":77809421,"diff_hunk":"@@ -25,107 +25,92 @@ export @fastmath\n \n import Core.Intrinsics: box, unbox, powi_llvm, sqrt_llvm_fast\n \n-const fast_op =\n-    Dict(# basic arithmetic\n-         :+ => :add_fast,\n-         :- => :sub_fast,\n-         :* => :mul_fast,\n-         :/ => :div_fast,\n-         :(==) => :eq_fast,\n-         :!= => :ne_fast,\n-         :< => :lt_fast,\n-         :<= => :le_fast,\n-         :abs => :abs_fast,\n-         :abs2 => :abs2_fast,\n-         :cmp => :cmp_fast,\n-         :conj => :conj_fast,\n-         :inv => :inv_fast,\n-         :mod => :mod_fast,\n-         :rem => :rem_fast,\n-         :sign => :sign_fast,\n-         :isfinite => :isfinite_fast,\n-         :isinf => :isinf_fast,\n-         :isnan => :isnan_fast,\n-         :issubnormal => :issubnormal_fast,\n-         # math functions\n-         :^ => :pow_fast,\n-         :acos => :acos_fast,\n-         :acosh => :acosh_fast,\n-         :angle => :angle_fast,\n-         :asin => :asin_fast,\n-         :asinh => :asinh_fast,\n-         :atan => :atan_fast,\n-         :atan2 => :atan2_fast,\n-         :atanh => :atanh_fast,\n-         :cbrt => :cbrt_fast,\n-         :cis => :cis_fast,\n-         :cos => :cos_fast,\n-         :cosh => :cosh_fast,\n-         :exp10 => :exp10_fast,\n-         :exp2 => :exp2_fast,\n-         :exp => :exp_fast,\n-         :expm1 => :expm1_fast,\n-         :hypot => :hypot_fast,\n-         :lgamma => :lgamma_fast,\n-         :log10 => :log10_fast,\n-         :log1p => :log1p_fast,\n-         :log2 => :log2_fast,\n-         :log => :log_fast,\n-         :max => :max_fast,\n-         :min => :min_fast,\n-         :minmax => :minmax_fast,\n-         :sin => :sin_fast,\n-         :sinh => :sinh_fast,\n-         :sqrt => :sqrt_fast,\n-         :tan => :tan_fast,\n-         :tanh => :tanh_fast)\n-\n-const rewrite_op =\n-    Dict(:+= => :+,\n-         :-= => :-,\n-         :*= => :*,\n-         :/= => :/,\n-         :^= => :^)\n-\n-function make_fastmath(expr::Expr)\n+# generic fallback\n+fastmath(x) = x\n+\n+fastmath(::typeof(+)) = add_fast\n+fastmath(::typeof(-)) = sub_fast\n+fastmath(::typeof(*)) = mul_fast\n+fastmath(::typeof(/)) = div_fast\n+fastmath(::typeof(==)) = eq_fast\n+fastmath(::typeof(!=)) = ne_fast\n+fastmath(::typeof(<)) = lt_fast\n+fastmath(::typeof(<=)) = le_fast\n+fastmath(::typeof(abs)) = abs_fast\n+fastmath(::typeof(abs2)) = abs2_fast\n+fastmath(::typeof(cmp)) = cmp_fast\n+fastmath(::typeof(conj)) = conj_fast\n+fastmath(::typeof(inv)) = inv_fast\n+fastmath(::typeof(mod)) = mod_fast\n+fastmath(::typeof(rem)) = rem_fast\n+fastmath(::typeof(sign)) = sign_fast\n+fastmath(::typeof(isfinite)) = isfinite_fast\n+fastmath(::typeof(isinf)) = isinf_fast\n+fastmath(::typeof(isnan)) = isnan_fast\n+fastmath(::typeof(issubnormal)) = issubnormal_fast\n+fastmath(::typeof(^)) = pow_fast\n+fastmath(::typeof(acos)) = acos_fast\n+fastmath(::typeof(acosh)) = acosh_fast\n+fastmath(::typeof(angle)) = angle_fast\n+fastmath(::typeof(asin)) = asin_fast\n+fastmath(::typeof(asinh)) = asinh_fast\n+fastmath(::typeof(atan)) = atan_fast\n+fastmath(::typeof(atan2)) = atan2_fast\n+fastmath(::typeof(atanh)) = atanh_fast\n+fastmath(::typeof(cbrt)) = cbrt_fast\n+fastmath(::typeof(cis)) = cis_fast\n+fastmath(::typeof(cos)) = cos_fast\n+fastmath(::typeof(cosh)) = cosh_fast\n+fastmath(::typeof(exp10)) = exp10_fast\n+fastmath(::typeof(exp2)) = exp2_fast\n+fastmath(::typeof(exp)) = exp_fast\n+fastmath(::typeof(expm1)) = expm1_fast\n+fastmath(::typeof(hypot)) = hypot_fast\n+fastmath(::typeof(lgamma)) = lgamma_fast\n+fastmath(::typeof(log10)) = log10_fast\n+fastmath(::typeof(log1p)) = log1p_fast\n+fastmath(::typeof(log2)) = log2_fast\n+fastmath(::typeof(log)) = log_fast\n+fastmath(::typeof(max)) = max_fast\n+fastmath(::typeof(min)) = min_fast\n+fastmath(::typeof(minmax)) = minmax_fast\n+fastmath(::typeof(sin)) = sin_fast\n+fastmath(::typeof(sinh)) = sinh_fast\n+fastmath(::typeof(sqrt)) = sqrt_fast\n+fastmath(::typeof(tan)) = tan_fast\n+fastmath(::typeof(tanh)) = tanh_fast\n+\n+macro fastmath(expr::Expr)\n     if expr.head === :quote\n         return expr\n-    end\n-    op = get(rewrite_op, expr.head, :nothing)\n-    if op !== :nothing\n-        var = expr.args[1]\n-        rhs = expr.args[2]\n-        if isa(var, Symbol)\n-            # simple assignment\n-            expr = :($var = $op($var, $rhs))\n-        elseif isa(var, Expr) && var.head === :ref\n-            # array reference\n-            arr = var.args[1]\n-            inds = tuple(var.args[2:end]...)\n-            arrvar = gensym()\n-            indvars = tuple([gensym() for i in inds]...)\n-            expr = quote\n-                $(Expr(:(=), arrvar, arr))\n-                $(Expr(:(=), Expr(:tuple, indvars...), Expr(:tuple, inds...)))\n-                $arrvar[$(indvars...)] = $op($arrvar[$(indvars...)], $rhs)\n-            end\n+    elseif expr.head === :(=) || expr.head === :function || expr.head === :->\n+        expr.args[2] = :(Base.FastMath.@fastmath $(expr.args[2]))\n+    elseif (h = string(expr.head); length(h) == 2 && h[2] == '=')\n+        op = Symbol(h[1])\n+        lhs = deepcopy(expr.args[1])\n+        expr = :($lhs = (Base.FastMath.fastmath($op))(Base.FastMath.@fastmath($(expr.args[1])), Base.FastMath.@fastmath($(expr.args[2]))))\n+    elseif expr.head === :.\n+        expr = :(Base.FastMath.fastmath($expr))\n+    else\n+        for i in 1:endof(expr.args)\n+            expr.args[i] = :(Base.FastMath.@fastmath $(expr.args[i]))\n         end\n     end\n-    Expr(make_fastmath(expr.head), map(make_fastmath, expr.args)...)\n+    esc(expr)\n end\n-function make_fastmath(symb::Symbol)\n-    fast_symb = get(fast_op, symb, :nothing)\n-    if fast_symb === :nothing\n-        return symb\n-    end\n-    :(Base.FastMath.$fast_symb)\n+macro fastmath(x::Symbol)\n+    esc(:(Base.FastMath.fastmath($x)))\n end\n-make_fastmath(expr) = expr\n-\n-macro fastmath(expr)\n-    make_fastmath(esc(expr))\n+macro fastmath(x)\n+    x\n end\n \n+macro deffastmath(ex)\n+\n+    quote\n+        if Base.FastMath.fastmath(f) == f\n+            f","path":"base/fastmath.jl","position":181,"original_position":181,"commit_id":"4daa36013eee95e78174133ccb08310e2c91d8b2","original_commit_id":"4daa36013eee95e78174133ccb08310e2c91d8b2","user":{"login":"simonbyrne","id":1692009,"avatar_url":"https://avatars.githubusercontent.com/u/1692009?v=3","gravatar_id":"","url":"https://api.github.com/users/simonbyrne","html_url":"https://github.com/simonbyrne","followers_url":"https://api.github.com/users/simonbyrne/followers","following_url":"https://api.github.com/users/simonbyrne/following{/other_user}","gists_url":"https://api.github.com/users/simonbyrne/gists{/gist_id}","starred_url":"https://api.github.com/users/simonbyrne/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/simonbyrne/subscriptions","organizations_url":"https://api.github.com/users/simonbyrne/orgs","repos_url":"https://api.github.com/users/simonbyrne/repos","events_url":"https://api.github.com/users/simonbyrne/events{/privacy}","received_events_url":"https://api.github.com/users/simonbyrne/received_events","type":"User","site_admin":false},"body":"that wasn't meant to make it in...","created_at":"2016-09-07T12:12:16Z","updated_at":"2016-09-07T12:12:16Z","html_url":"https://github.com/JuliaLang/julia/pull/18209#discussion_r77809421","pull_request_url":"https://api.github.com/repos/JuliaLang/julia/pulls/18209","_links":{"self":{"href":"https://api.github.com/repos/JuliaLang/julia/pulls/comments/77809421"},"html":{"href":"https://github.com/JuliaLang/julia/pull/18209#discussion_r77809421"},"pull_request":{"href":"https://api.github.com/repos/JuliaLang/julia/pulls/18209"}}},"pull_request":{"url":"https://api.github.com/repos/JuliaLang/julia/pulls/18209","id":82443473,"html_url":"https://github.com/JuliaLang/julia/pull/18209","diff_url":"https://github.com/JuliaLang/julia/pull/18209.diff","patch_url":"https://github.com/JuliaLang/julia/pull/18209.patch","issue_url":"https://api.github.com/repos/JuliaLang/julia/issues/18209","number":18209,"state":"open","locked":false,"title":"RFC: Change fastmath to use dispatch instead of dictionary lookup","user":{"login":"simonbyrne","id":1692009,"avatar_url":"https://avatars.githubusercontent.com/u/1692009?v=3","gravatar_id":"","url":"https://api.github.com/users/simonbyrne","html_url":"https://github.com/simonbyrne","followers_url":"https://api.github.com/users/simonbyrne/followers","following_url":"https://api.github.com/users/simonbyrne/following{/other_user}","gists_url":"https://api.github.com/users/simonbyrne/gists{/gist_id}","starred_url":"https://api.github.com/users/simonbyrne/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/simonbyrne/subscriptions","organizations_url":"https://api.github.com/users/simonbyrne/orgs","repos_url":"https://api.github.com/users/simonbyrne/repos","events_url":"https://api.github.com/users/simonbyrne/events{/privacy}","received_events_url":"https://api.github.com/users/simonbyrne/received_events","type":"User","site_admin":false},"body":"This changes `@fastmath` to use dispatch instead of a dictionary lookup of symbols: this avoids problems whereby a user could use the symbol for another purpose locally, e.g.\r\n\r\n```julia\r\nsin = 2.0\r\n@fastmath  1.0 + sin\r\n```\r\n\r\nIt is also easily extensible:\r\n```julia\r\nBase.FastMath.fastmath(::typeof(foo)) = fast_foo\r\n```\r\nwill define `fast_foo` as a fast version of `foo` (perhaps a macro would be a good idea here)\r\n\r\ncc @eschnett 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