inference: model partially initialized structs with PartialStruct (#…

…55297)

There is still room for improvement in the accuracy of `getfield` and
`isdefined` for structs with uninitialized fields. This commit aims to
enhance the accuracy of struct field defined-ness by propagating such
struct as `PartialStruct` in cases where fields that might be
uninitialized are confirmed to be defined. Specifically, the
improvements are made in the following situations:
1. when a `:new` expression receives arguments greater than the minimum
number of initialized fields.
2. when new information about the initialized fields of `x` can be
obtained in the `then` branch of `if isdefined(x, :f)`.

Combined with the existing optimizations, these improvements enable DCE
in scenarios such as:
```julia
julia> @noinline broadcast_noescape1(a) = (broadcast(identity, a); nothing);

julia> @allocated broadcast_noescape1(Ref("x"))
16 # master
0  # this PR
```

One important point to note is that, as revealed in
#48999, fields and globals can revert to `undef` during
precompilation. This commit does not affect globals. Furthermore, even
for fields, the refinements made by 1. and 2. are propagated along with
data-flow, and field defined-ness information is only used when fields
are confirmed to be initialized. Therefore, the same issues as
#48999 will not occur by this commit.

base/compiler/abstractinterpretation.jl

@@ -2006,33 +2006,64 @@ function abstract_call_builtin(interp::AbstractInterpreter, f::Builtin, (; fargs
                 return Conditional(aty.slot, thentype, elsetype)
             end
         elseif f === isdefined
-            uty = argtypes[2]
             a = ssa_def_slot(fargs[2], sv)
-            if isa(uty, Union) && isa(a, SlotNumber)
-                fld = argtypes[3]
-                thentype = Bottom
-                elsetype = Bottom
-                for ty in uniontypes(uty)
-                    cnd = isdefined_tfunc(𝕃ᵢ, ty, fld)
-                    if isa(cnd, Const)
-                        if cnd.val::Bool
-                            thentype = thentype ⊔ ty
+            if isa(a, SlotNumber)
+                argtype2 = argtypes[2]
+                if isa(argtype2, Union)
+                    fld = argtypes[3]
+                    thentype = Bottom
+                    elsetype = Bottom
+                    for ty in uniontypes(argtype2)
+                        cnd = isdefined_tfunc(𝕃ᵢ, ty, fld)
+                        if isa(cnd, Const)
+                            if cnd.val::Bool
+                                thentype = thentype ⊔ ty
+                            else
+                                elsetype = elsetype ⊔ ty
+                            end
                         else
+                            thentype = thentype ⊔ ty
                             elsetype = elsetype ⊔ ty
                         end
-                    else
-                        thentype = thentype ⊔ ty
-                        elsetype = elsetype ⊔ ty
+                    end
+                    return Conditional(a, thentype, elsetype)
+                else
+                    thentype = form_partially_defined_struct(argtype2, argtypes[3])
+                    if thentype !== nothing
+                        elsetype = argtype2
+                        if rt === Const(false)
+                            thentype = Bottom
+                        elseif rt === Const(true)
+                            elsetype = Bottom
+                        end
+                        return Conditional(a, thentype, elsetype)
                     end
                 end
-                return Conditional(a, thentype, elsetype)
             end
         end
     end
     @assert !isa(rt, TypeVar) "unhandled TypeVar"
     return rt
 end
 
+function form_partially_defined_struct(@nospecialize(obj), @nospecialize(name))
+    obj isa Const && return nothing # nothing to refine
+    name isa Const || return nothing
+    objt0 = widenconst(obj)
+    objt = unwrap_unionall(objt0)
+    objt isa DataType || return nothing
+    isabstracttype(objt) && return nothing
+    fldidx = try_compute_fieldidx(objt, name.val)
+    fldidx === nothing && return nothing
+    nminfld = datatype_min_ninitialized(objt)
+    if ismutabletype(objt)
+        fldidx == nminfld+1 || return nothing
+    else
+        fldidx > nminfld || return nothing
+    end
+    return PartialStruct(objt0, Any[fieldtype(objt0, i) for i = 1:fldidx])
+end
+
 function abstract_call_unionall(interp::AbstractInterpreter, argtypes::Vector{Any}, call::CallMeta)
     na = length(argtypes)
     if isvarargtype(argtypes[end])
@@ -2573,20 +2604,18 @@ function abstract_eval_new(interp::AbstractInterpreter, e::Expr, vtypes::Union{V
                 end
                 ats[i] = at
             end
-            # For now, don't allow:
-            # - Const/PartialStruct of mutables (but still allow PartialStruct of mutables
-            #   with `const` fields if anything refined)
-            # - partially initialized Const/PartialStruct
-            if fcount == nargs
-                if consistent === ALWAYS_TRUE && allconst
-                    argvals = Vector{Any}(undef, nargs)
-                    for j in 1:nargs
-                        argvals[j] = (ats[j]::Const).val
-                    end
-                    rt = Const(ccall(:jl_new_structv, Any, (Any, Ptr{Cvoid}, UInt32), rt, argvals, nargs))
-                elseif anyrefine
-                    rt = PartialStruct(rt, ats)
+            if fcount == nargs && consistent === ALWAYS_TRUE && allconst
+                argvals = Vector{Any}(undef, nargs)
+                for j in 1:nargs
+                    argvals[j] = (ats[j]::Const).val
                 end
+                rt = Const(ccall(:jl_new_structv, Any, (Any, Ptr{Cvoid}, UInt32), rt, argvals, nargs))
+            elseif anyrefine || nargs > datatype_min_ninitialized(rt)
+                # propagate partially initialized struct as `PartialStruct` when:
+                # - any refinement information is available (`anyrefine`), or when
+                # - `nargs` is greater than `n_initialized` derived from the struct type
+                #   information alone
+                rt = PartialStruct(rt, ats)
             end
         else
             rt = refine_partial_type(rt)
@@ -3094,7 +3123,8 @@ end
 @nospecializeinfer function widenreturn_partials(𝕃ᵢ::PartialsLattice, @nospecialize(rt), info::BestguessInfo)
     if isa(rt, PartialStruct)
         fields = copy(rt.fields)
-        local anyrefine = false
+        anyrefine = !isvarargtype(rt.fields[end]) &&
+            length(rt.fields) > datatype_min_ninitialized(unwrap_unionall(rt.typ))
         𝕃 = typeinf_lattice(info.interp)
         ⊏ = strictpartialorder(𝕃)
         for i in 1:length(fields)

base/compiler/ssair/passes.jl

@@ -1166,7 +1166,12 @@ struct IntermediaryCollector <: WalkerCallback
     intermediaries::SPCSet
 end
 function (walker_callback::IntermediaryCollector)(@nospecialize(def), @nospecialize(defssa::AnySSAValue))
-    isa(def, Expr) || push!(walker_callback.intermediaries, defssa.id)
+    if !(def isa Expr)
+        push!(walker_callback.intermediaries, defssa.id)
+        if def isa PiNode
+            return LiftedValue(def.val)
+        end
+    end
     return nothing
 end
 

base/compiler/tfuncs.jl

@@ -419,23 +419,29 @@ end
             else
                 return Bottom
             end
-            if 1 <= idx <= datatype_min_ninitialized(a1)
+            if 1 ≤ idx ≤ datatype_min_ninitialized(a1)
                 return Const(true)
             elseif a1.name === _NAMEDTUPLE_NAME
                 if isconcretetype(a1)
                     return Const(false)
                 else
                     ns = a1.parameters[1]
                     if isa(ns, Tuple)
-                        return Const(1 <= idx <= length(ns))
+                        return Const(1 ≤ idx ≤ length(ns))
                     end
                 end
-            elseif idx <= 0 || (!isvatuple(a1) && idx > fieldcount(a1))
+            elseif idx ≤ 0 || (!isvatuple(a1) && idx > fieldcount(a1))
                 return Const(false)
             elseif isa(arg1, Const)
                 if !ismutabletype(a1) || isconst(a1, idx)
                     return Const(isdefined(arg1.val, idx))
                 end
+            elseif isa(arg1, PartialStruct)
+                if !isvarargtype(arg1.fields[end])
+                    if 1 ≤ idx ≤ length(arg1.fields)
+                        return Const(true)
+                    end
+                end
             elseif !isvatuple(a1)
                 fieldT = fieldtype(a1, idx)
                 if isa(fieldT, DataType) && isbitstype(fieldT)
@@ -989,27 +995,39 @@ end
     ⊑ = partialorder(𝕃)
 
     # If we have s00 being a const, we can potentially refine our type-based analysis above
-    if isa(s00, Const) || isconstType(s00)
-        if !isa(s00, Const)
-            sv = (s00::DataType).parameters[1]
-        else
+    if isa(s00, Const) || isconstType(s00) || isa(s00, PartialStruct)
+        if isa(s00, Const)
             sv = s00.val
+            sty = typeof(sv)
+            nflds = nfields(sv)
+            ismod = sv isa Module
+        elseif isa(s00, PartialStruct)
+            sty = unwrap_unionall(s00.typ)
+            nflds = fieldcount_noerror(sty)
+            ismod = false
+        else
+            sv = (s00::DataType).parameters[1]
+            sty = typeof(sv)
+            nflds = nfields(sv)
+            ismod = sv isa Module
         end
         if isa(name, Const)
             nval = name.val
             if !isa(nval, Symbol)
-                isa(sv, Module) && return false
+                ismod && return false
                 isa(nval, Int) || return false
             end
             return isdefined_tfunc(𝕃, s00, name) === Const(true)
         end
-        boundscheck && return false
+
         # If bounds checking is disabled and all fields are assigned,
         # we may assume that we don't throw
-        isa(sv, Module) && return false
+        @assert !boundscheck
+        ismod && return false
         name ⊑ Int || name ⊑ Symbol || return false
-        typeof(sv).name.n_uninitialized == 0 && return true
-        for i = (datatype_min_ninitialized(typeof(sv)) + 1):nfields(sv)
+        sty.name.n_uninitialized == 0 && return true
+        nflds === nothing && return false
+        for i = (datatype_min_ninitialized(sty)+1):nflds
             isdefined_tfunc(𝕃, s00, Const(i)) === Const(true) || return false
         end
         return true

base/compiler/typelattice.jl

@@ -6,17 +6,42 @@
 
 # N.B.: Const/PartialStruct/InterConditional are defined in Core, to allow them to be used
 # inside the global code cache.
-#
-# # The type of a value might be constant
-# struct Const
-#     val
-# end
-#
-# struct PartialStruct
-#     typ
-#     fields::Vector{Any} # elements are other type lattice members
-# end
+
 import Core: Const, PartialStruct
+
+"""
+    struct Const
+        val
+    end
+
+The type representing a constant value.
+"""
+:(Const)
+
+"""
+    struct PartialStruct
+        typ
+        fields::Vector{Any} # elements are other type lattice members
+    end
+
+This extended lattice element is introduced when we have information about an object's
+fields beyond what can be obtained from the object type. E.g. it represents a tuple where
+some elements are known to be constants or a struct whose `Any`-typed field is initialized
+with `Int` values.
+
+- `typ` indicates the type of the object
+- `fields` holds the lattice elements corresponding to each field of the object
+
+If `typ` is a struct, `fields` represents the fields of the struct that are guaranteed to be
+initialized. For instance, if the length of `fields` of `PartialStruct` representing a
+struct with 4 fields is 3, the 4th field may not be initialized. If the length is 4, all
+fields are guaranteed to be initialized.
+
+If `typ` is a tuple, the last element of `fields` may be `Vararg`. In this case, it is
+guaranteed that the number of elements in the tuple is at least `length(fields)-1`, but the
+exact number of elements is unknown.
+"""
+:(PartialStruct)
 function PartialStruct(@nospecialize(typ), fields::Vector{Any})
     for i = 1:length(fields)
         assert_nested_slotwrapper(fields[i])
@@ -57,23 +82,20 @@ end
 Conditional(var::SlotNumber, @nospecialize(thentype), @nospecialize(elsetype)) =
     Conditional(slot_id(var), thentype, elsetype)
 
+import Core: InterConditional
 """
-    cnd::InterConditional
+    struct InterConditional
+        slot::Int
+        thentype
+        elsetype
+    end
 
 Similar to `Conditional`, but conveys inter-procedural constraints imposed on call arguments.
 This is separate from `Conditional` to catch logic errors: the lattice element name is `InterConditional`
 while processing a call, then `Conditional` everywhere else. Thus `InterConditional` does not appear in
 `CompilerTypes`—these type's usages are disjoint—though we define the lattice for `InterConditional`.
 """
 :(InterConditional)
-import Core: InterConditional
-# struct InterConditional
-#     slot::Int
-#     thentype
-#     elsetype
-#     InterConditional(slot::Int, @nospecialize(thentype), @nospecialize(elsetype)) =
-#         new(slot, thentype, elsetype)
-# end
 InterConditional(var::SlotNumber, @nospecialize(thentype), @nospecialize(elsetype)) =
     InterConditional(slot_id(var), thentype, elsetype)
 
@@ -447,8 +469,13 @@ end
 @nospecializeinfer function ⊑(lattice::PartialsLattice, @nospecialize(a), @nospecialize(b))
     if isa(a, PartialStruct)
         if isa(b, PartialStruct)
-            if !(length(a.fields) == length(b.fields) && a.typ <: b.typ)
-                return false
+            a.typ <: b.typ || return false
+            if length(a.fields) ≠ length(b.fields)
+                if !(isvarargtype(a.fields[end]) || isvarargtype(b.fields[end]))
+                    length(a.fields) ≥ length(b.fields) || return false
+                else
+                    return false
+                end
             end
             for i in 1:length(b.fields)
                 af = a.fields[i]
@@ -471,19 +498,25 @@ end
         return isa(b, Type) && a.typ <: b
     elseif isa(b, PartialStruct)
         if isa(a, Const)
-            nf = nfields(a.val)
-            nf == length(b.fields) || return false
             widea = widenconst(a)::DataType
             wideb = widenconst(b)
             wideb′ = unwrap_unionall(wideb)::DataType
             widea.name === wideb′.name || return false
-            # We can skip the subtype check if b is a Tuple, since in that
-            # case, the ⊑ of the elements is sufficient.
-            if wideb′.name !== Tuple.name && !(widea <: wideb)
-                return false
+            if wideb′.name === Tuple.name
+                # We can skip the subtype check if b is a Tuple, since in that
+                # case, the ⊑ of the elements is sufficient.
+                # But for tuple comparisons, we need their lengths to be the same for now.
+                # TODO improve accuracy for cases when `b` contains vararg element
+                nfields(a.val) == length(b.fields) || return false
+            else
+                widea <: wideb || return false
+                # for structs we need to check that `a` has more information than `b` that may be partially initialized
+                n_initialized(a) ≥ length(b.fields) || return false
             end
+            nf = nfields(a.val)
             for i in 1:nf
                 isdefined(a.val, i) || continue # since ∀ T Union{} ⊑ T
+                i > length(b.fields) && break # `a` has more information than `b` that is partially initialized struct
                 bfᵢ = b.fields[i]
                 if i == nf
                     bfᵢ = unwrapva(bfᵢ)