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types.jl
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types.jl
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#-------------------
#--------------------
#### Symbolic
#--------------------
abstract type Symbolic{T} end
###
### Uni-type design
###
@enum ExprType::UInt8 SYM TERM ADD MUL POW DIV
const Metadata = Union{Nothing,Base.ImmutableDict{DataType,Any}}
const NO_METADATA = nothing
sdict(kv...) = Dict{Any, Any}(kv...)
using Base: RefValue
const EMPTY_ARGS = []
const EMPTY_HASH = RefValue(UInt(0))
const NOT_SORTED = RefValue(false)
const EMPTY_DICT = sdict()
const EMPTY_DICT_T = typeof(EMPTY_DICT)
@compactify show_methods=false begin
@abstract struct BasicSymbolic{T} <: Symbolic{T}
metadata::Metadata = NO_METADATA
end
struct Sym{T} <: BasicSymbolic{T}
name::Symbol = :OOF
end
struct Term{T} <: BasicSymbolic{T}
f::Any = identity # base/num if Pow; issorted if Add/Dict
arguments::Vector{Any} = EMPTY_ARGS
hash::RefValue{UInt} = EMPTY_HASH
end
struct Mul{T} <: BasicSymbolic{T}
coeff::Any = 0 # exp/den if Pow
dict::EMPTY_DICT_T = EMPTY_DICT
hash::RefValue{UInt} = EMPTY_HASH
arguments::Vector{Any} = EMPTY_ARGS
issorted::RefValue{Bool} = NOT_SORTED
end
struct Add{T} <: BasicSymbolic{T}
coeff::Any = 0 # exp/den if Pow
dict::EMPTY_DICT_T = EMPTY_DICT
hash::RefValue{UInt} = EMPTY_HASH
arguments::Vector{Any} = EMPTY_ARGS
issorted::RefValue{Bool} = NOT_SORTED
end
struct Div{T} <: BasicSymbolic{T}
num::Any = 1
den::Any = 1
simplified::Bool = false
arguments::Vector{Any} = EMPTY_ARGS
end
struct Pow{T} <: BasicSymbolic{T}
base::Any = 1
exp::Any = 1
arguments::Vector{Any} = EMPTY_ARGS
end
end
function SymbolicIndexingInterface.symbolic_type(::Type{<:BasicSymbolic})
ScalarSymbolic()
end
function exprtype(x::BasicSymbolic)
@compactified x::BasicSymbolic begin
Term => TERM
Add => ADD
Mul => MUL
Div => DIV
Pow => POW
Sym => SYM
_ => error_on_type()
end
end
# Same but different error messages
@noinline error_on_type() = error("Internal error: unreachable reached!")
@noinline error_sym() = error("Sym doesn't have a operation or arguments!")
@noinline error_property(E, s) = error("$E doesn't have field $s")
# We can think about bits later
# flags
const SIMPLIFIED = 0x01 << 0
#@inline is_of_type(x::BasicSymbolic, type::UInt8) = (x.bitflags & type) != 0x00
#@inline issimplified(x::BasicSymbolic) = is_of_type(x, SIMPLIFIED)
function ConstructionBase.setproperties(obj::BasicSymbolic{T}, patch::NamedTuple)::BasicSymbolic{T} where T
nt = getproperties(obj)
nt_new = merge(nt, patch)
Unityper.rt_constructor(obj){T}(;nt_new...)
end
###
### Term interface
###
"""
$(SIGNATURES)
Returns the [numeric type](https://docs.julialang.org/en/v1/base/numbers/#Standard-Numeric-Types)
of `x`. By default this is just `typeof(x)`.
Define this for your symbolic types if you want [`SymbolicUtils.simplify`](@ref) to apply rules
specific to numbers (such as commutativity of multiplication). Or such
rules that may be implemented in the future.
"""
symtype(x) = typeof(x)
@inline symtype(::Symbolic{T}) where T = T
@inline symtype(::Type{<:Symbolic{T}}) where T = T
# We're returning a function pointer
@inline function operation(x::BasicSymbolic)
@compactified x::BasicSymbolic begin
Term => x.f
Add => (+)
Mul => (*)
Div => (/)
Pow => (^)
Sym => error_sym()
_ => error_on_type()
end
end
@inline head(x::BasicSymbolic) = operation(x)
function TermInterface.sorted_arguments(x::BasicSymbolic)
args = arguments(x)
@compactified x::BasicSymbolic begin
Add => @goto ADD
Mul => @goto MUL
_ => return args
end
@label MUL
if !x.issorted[]
sort!(args, by=get_degrees)
x.issorted[] = true
end
return args
@label ADD
if !x.issorted[]
sort!(args, lt = monomial_lt, by=get_degrees)
x.issorted[] = true
end
return args
end
@deprecate unsorted_arguments(x) arguments(x)
TermInterface.children(x::BasicSymbolic) = arguments(x)
TermInterface.sorted_children(x::BasicSymbolic) = sorted_arguments(x)
function TermInterface.arguments(x::BasicSymbolic)
@compactified x::BasicSymbolic begin
Term => return x.arguments
Add => @goto ADDMUL
Mul => @goto ADDMUL
Div => @goto DIV
Pow => @goto POW
Sym => error_sym()
_ => error_on_type()
end
@label ADDMUL
E = exprtype(x)
args = x.arguments
isempty(args) || return args
siz = length(x.dict)
idcoeff = E === ADD ? iszero(x.coeff) : isone(x.coeff)
sizehint!(args, idcoeff ? siz : siz + 1)
idcoeff || push!(args, x.coeff)
if isadd(x)
for (k, v) in x.dict
push!(args, applicable(*,k,v) ? k*v :
maketerm(k, *, [k, v], nothing))
end
else # MUL
for (k, v) in x.dict
push!(args, unstable_pow(k, v))
end
end
return args
@label DIV
args = x.arguments
isempty(args) || return args
sizehint!(args, 2)
push!(args, x.num)
push!(args, x.den)
return args
@label POW
args = x.arguments
isempty(args) || return args
sizehint!(args, 2)
push!(args, x.base)
push!(args, x.exp)
return args
end
isexpr(s::BasicSymbolic) = !issym(s)
iscall(s::BasicSymbolic) = isexpr(s)
@inline isa_SymType(T::Val{S}, x) where {S} = x isa BasicSymbolic ? Unityper.isa_type_fun(Val(SymbolicUtils.BasicSymbolic), T, x) : false
"""
issym(x)
Returns `true` if `x` is a `Sym`. If true, `nameof` must be defined
on `x` and must return a `Symbol`.
"""
issym(x) = isa_SymType(Val(:Sym), x)
isterm(x) = isa_SymType(Val(:Term), x)
ismul(x) = isa_SymType(Val(:Mul), x)
isadd(x) = isa_SymType(Val(:Add), x)
ispow(x) = isa_SymType(Val(:Pow), x)
isdiv(x) = isa_SymType(Val(:Div), x)
###
### Base interface
###
Base.isequal(::Symbolic, x) = false
Base.isequal(x, ::Symbolic) = false
Base.isequal(::Symbolic, ::Missing) = false
Base.isequal(::Missing, ::Symbolic) = false
Base.isequal(::Symbolic, ::Symbolic) = false
coeff_isequal(a, b) = isequal(a, b) || ((a isa AbstractFloat || b isa AbstractFloat) && (a==b))
function _allarequal(xs, ys)::Bool
N = length(xs)
length(ys) == N || return false
for n = 1:N
isequal(xs[n], ys[n]) || return false
end
return true
end
function Base.isequal(a::BasicSymbolic{T}, b::BasicSymbolic{S}) where {T,S}
a === b && return true
E = exprtype(a)
E === exprtype(b) || return false
T === S || return false
return _isequal(a, b, E)::Bool
end
function _isequal(a, b, E)
if E === SYM
nameof(a) === nameof(b)
elseif E === ADD || E === MUL
coeff_isequal(a.coeff, b.coeff) && isequal(a.dict, b.dict)
elseif E === DIV
isequal(a.num, b.num) && isequal(a.den, b.den)
elseif E === POW
isequal(a.exp, b.exp) && isequal(a.base, b.base)
elseif E === TERM
a1 = arguments(a)
a2 = arguments(b)
isequal(operation(a), operation(b)) && _allarequal(a1, a2)
else
error_on_type()
end
end
Base.one( s::Symbolic) = one( symtype(s))
Base.zero(s::Symbolic) = zero(symtype(s))
Base.nameof(s::BasicSymbolic) = issym(s) ? s.name : error("None Sym BasicSymbolic doesn't have a name")
## This is much faster than hash of an array of Any
hashvec(xs, z) = foldr(hash, xs, init=z)
const SYM_SALT = 0x4de7d7c66d41da43 % UInt
const ADD_SALT = 0xaddaddaddaddadda % UInt
const SUB_SALT = 0xaaaaaaaaaaaaaaaa % UInt
const DIV_SALT = 0x334b218e73bbba53 % UInt
const POW_SALT = 0x2b55b97a6efb080c % UInt
function Base.hash(s::BasicSymbolic, salt::UInt)::UInt
E = exprtype(s)
if E === SYM
hash(nameof(s), salt ⊻ SYM_SALT)
elseif E === ADD || E === MUL
!iszero(salt) && return hash(hash(s, zero(UInt)), salt)
h = s.hash[]
!iszero(h) && return h
hashoffset = isadd(s) ? ADD_SALT : SUB_SALT
h′ = hash(hashoffset, hash(s.coeff, hash(s.dict, salt)))
s.hash[] = h′
return h′
elseif E === DIV
return hash(s.num, hash(s.den, salt ⊻ DIV_SALT))
elseif E === POW
hash(s.exp, hash(s.base, salt ⊻ POW_SALT))
elseif E === TERM
!iszero(salt) && return hash(hash(s, zero(UInt)), salt)
h = s.hash[]
!iszero(h) && return h
op = operation(s)
oph = op isa Function ? nameof(op) : op
h′ = hashvec(arguments(s), hash(oph, salt))
s.hash[] = h′
return h′
else
error_on_type()
end
end
###
### Constructors
###
function Sym{T}(name::Symbol; kw...) where T
Sym{T}(; name=name, kw...)
end
function Term{T}(f, args; kw...) where T
if eltype(args) !== Any
args = convert(Vector{Any}, args)
end
Term{T}(;f=f, arguments=args, hash=Ref(UInt(0)), kw...)
end
function Term(f, args; metadata=NO_METADATA)
Term{_promote_symtype(f, args)}(f, args, metadata=metadata)
end
function Add(::Type{T}, coeff, dict; metadata=NO_METADATA, kw...) where T
if isempty(dict)
return coeff
elseif _iszero(coeff) && length(dict) == 1
k,v = first(dict)
if _isone(v)
return k
else
coeff, dict = makemul(v, k)
return Mul(T, coeff, dict)
end
end
Add{T}(; coeff, dict, hash=Ref(UInt(0)), metadata, arguments=[], issorted=RefValue(false), kw...)
end
function Mul(T, a, b; metadata=NO_METADATA, kw...)
isempty(b) && return a
if _isone(a) && length(b) == 1
pair = first(b)
if _isone(last(pair)) # first value
return first(pair)
else
return unstable_pow(first(pair), last(pair))
end
else
coeff = a
dict = b
Mul{T}(; coeff, dict, hash=Ref(UInt(0)), metadata, arguments=[], issorted=RefValue(false), kw...)
end
end
const Rat = Union{Rational, Integer}
function ratcoeff(x)
if ismul(x)
ratcoeff(x.coeff)
elseif x isa Rat
(true, x)
else
(false, NaN)
end
end
ratio(x::Integer,y::Integer) = iszero(rem(x,y)) ? div(x,y) : x//y
ratio(x::Rat,y::Rat) = x//y
function maybe_intcoeff(x)
if ismul(x)
if x.coeff isa Rational && isone(x.coeff.den)
Mul{symtype(x)}(; coeff=x.coeff.num, dict=x.dict, x.metadata, arguments=[], issorted=RefValue(false))
else
x
end
elseif x isa Rational
isone(x.den) ? x.num : x
else
x
end
end
function Div{T}(n, d, simplified=false; metadata=nothing) where {T}
if T<:Number && !(T<:SafeReal)
n, d = quick_cancel(n, d)
end
_iszero(n) && return zero(typeof(n))
_isone(d) && return n
if isdiv(n) && isdiv(d)
return Div{T}(n.num * d.den, n.den * d.num)
elseif isdiv(n)
return Div{T}(n.num, n.den * d)
elseif isdiv(d)
return Div{T}(n * d.den, d.num)
end
d isa Number && _isone(-d) && return -1 * n
n isa Rat && d isa Rat && return n // d # maybe called by oblivious code in simplify
# GCD coefficient upon construction
rat, nc = ratcoeff(n)
if rat
rat, dc = ratcoeff(d)
if rat
g = gcd(nc, dc) * sign(dc) # make denominator positive
invdc = ratio(1, g)
n = maybe_intcoeff(invdc * n)
d = maybe_intcoeff(invdc * d)
if d isa Number
_isone(d) && return n
_isone(-d) && return -1 * n
end
end
end
Div{T}(; num=n, den=d, simplified, arguments=[], metadata)
end
function Div(n,d, simplified=false; kw...)
Div{promote_symtype((/), symtype(n), symtype(d))}(n, d, simplified; kw...)
end
@inline function numerators(x)
isdiv(x) && return numerators(x.num)
iscall(x) && operation(x) === (*) ? arguments(x) : Any[x]
end
@inline denominators(x) = isdiv(x) ? numerators(x.den) : Any[1]
function (::Type{<:Pow{T}})(a, b; metadata=NO_METADATA) where {T}
_iszero(b) && return 1
_isone(b) && return a
Pow{T}(; base=a, exp=b, arguments=[], metadata)
end
function Pow(a, b; metadata=NO_METADATA)
Pow{promote_symtype(^, symtype(a), symtype(b))}(makepow(a, b)..., metadata=metadata)
end
function toterm(t::BasicSymbolic{T}) where T
E = exprtype(t)
if E === SYM || E === TERM
return t
elseif E === ADD || E === MUL
args = Any[]
push!(args, t.coeff)
for (k, coeff) in t.dict
push!(args, coeff == 1 ? k : Term{T}(E === MUL ? (^) : (*), Any[coeff, k]))
end
Term{T}(operation(t), args)
elseif E === DIV
Term{T}(/, Any[t.num, t.den])
elseif E === POW
Term{T}(^, [t.base, t.exp])
else
error_on_type()
end
end
"""
makeadd(sign, coeff::Number, xs...)
Any Muls inside an Add should always have a coeff of 1
and the key (in Add) should instead be used to store the actual coefficient
"""
function makeadd(sign, coeff, xs...)
d = sdict()
for x in xs
if isadd(x)
coeff += x.coeff
_merge!(+, d, x.dict, filter=_iszero)
continue
end
if x isa Number
coeff += x
continue
end
if ismul(x)
k = Mul(symtype(x), 1, x.dict)
v = sign * x.coeff + get(d, k, 0)
else
k = x
v = sign + get(d, x, 0)
end
if iszero(v)
delete!(d, k)
else
d[k] = v
end
end
coeff, d
end
function makemul(coeff, xs...; d=sdict())
for x in xs
if ispow(x) && x.exp isa Number
d[x.base] = x.exp + get(d, x.base, 0)
elseif x isa Number
coeff *= x
elseif ismul(x)
coeff *= x.coeff
_merge!(+, d, x.dict, filter=_iszero)
else
v = 1 + get(d, x, 0)
if _iszero(v)
delete!(d, x)
else
d[x] = v
end
end
end
(coeff, d)
end
unstable_pow(a, b) = a isa Integer && b isa Integer ? (a//1) ^ b : a ^ b
function makepow(a, b)
base = a
exp = b
if ispow(a)
base = a.base
exp = a.exp * b
end
return (base, exp)
end
function term(f, args...; type = nothing)
if type === nothing
T = _promote_symtype(f, args)
else
T = type
end
Term{T}(f, Any[args...])
end
"""
unflatten(t::Symbolic{T})
Binarizes `Term`s with n-ary operations
"""
function unflatten(t::Symbolic{T}) where{T}
if iscall(t)
f = operation(t)
if f == (+) || f == (*) # TODO check out for other n-ary --> binary ops
a = arguments(t)
return foldl((x,y) -> Term{T}(f, Any[x, y]), a)
end
end
return t
end
unflatten(t) = t
function TermInterface.maketerm(T::Type{<:BasicSymbolic}, head, args, metadata)
st = symtype(T)
pst = _promote_symtype(head, args)
# Use promoted symtype only if not a subtype of the existing symtype of T.
# This is useful when calling `maketerm(BasicSymbolic{Number}, (==), [true, false])`
# Where the result would have a symtype of Bool.
# Please see discussion in https://github.com/JuliaSymbolics/SymbolicUtils.jl/pull/609
# TODO this should be optimized.
new_st = if st <: AbstractArray
st
elseif pst === Bool
pst
elseif pst === Any || (st === Number && pst <: st)
st
else
pst
end
basicsymbolic(head, args, new_st, metadata)
end
function basicsymbolic(f, args, stype, metadata)
if f isa Symbol
error("$f must not be a Symbol")
end
T = stype
if T === nothing
T = _promote_symtype(f, args)
end
if T <: LiteralReal
@goto FALLBACK
elseif all(x->symtype(x) <: Number, args)
if f === (+)
res = +(args...)
if isadd(res) || isterm(res)
@set! res.metadata = metadata
end
res
elseif f == (*)
res = *(args...)
if ismul(res) || isterm(res)
@set! res.metadata = metadata
end
res
elseif f == (/)
@assert length(args) == 2
res = args[1] / args[2]
if isdiv(res)
@set! res.metadata = metadata
end
res
elseif f == (^) && length(args) == 2
res = args[1] ^ args[2]
if ispow(res)
@set! res.metadata = metadata
end
res
else
@goto FALLBACK
end
else
@label FALLBACK
Term{T}(f, args, metadata=metadata)
end
end
###
### Metadata
###
metadata(s::Symbolic) = s.metadata
metadata(s::Symbolic, meta) = Setfield.@set! s.metadata = meta
function hasmetadata(s::Symbolic, ctx)
metadata(s) isa AbstractDict && haskey(metadata(s), ctx)
end
issafecanon(f, s) = true
function issafecanon(f, s::Symbolic)
if isnothing(metadata(s)) || issym(s)
return true
else
_issafecanon(f, s)
end
end
_issafecanon(::typeof(*), s) = !iscall(s) || !(operation(s) in (+,*,^))
_issafecanon(::typeof(+), s) = !iscall(s) || !(operation(s) in (+,*))
_issafecanon(::typeof(^), s) = !iscall(s) || !(operation(s) in (*, ^))
issafecanon(f, ss...) = all(x->issafecanon(f, x), ss)
function getmetadata(s::Symbolic, ctx)
md = metadata(s)
if md isa AbstractDict
md[ctx]
else
throw(ArgumentError("$s does not have metadata for $ctx"))
end
end
function getmetadata(s::Symbolic, ctx, default)
md = metadata(s)
md isa AbstractDict ? get(md, ctx, default) : default
end
# pirated for Setfield purposes:
using Base: ImmutableDict
Base.ImmutableDict(d::ImmutableDict{K,V}, x, y) where {K, V} = ImmutableDict{K,V}(d, x, y)
assocmeta(d::Dict, ctx, val) = (d=copy(d); d[ctx] = val; d)
function assocmeta(d::Base.ImmutableDict, ctx, val)::ImmutableDict{DataType,Any}
# optimizations
# If using upto 3 contexts, things stay compact
if isdefined(d, :parent)
d.key === ctx && return @set d.value = val
d1 = d.parent
if isdefined(d1, :parent)
d1.key === ctx && return @set d.parent.value = val
d2 = d1.parent
if isdefined(d2, :parent)
d2.key === ctx && return @set d.parent.parent.value = val
end
end
end
Base.ImmutableDict{DataType, Any}(d, ctx, val)
end
function setmetadata(s::Symbolic, ctx::DataType, val)
if s.metadata isa AbstractDict
@set s.metadata = assocmeta(s.metadata, ctx, val)
else
# fresh Dict
@set s.metadata = Base.ImmutableDict{DataType, Any}(ctx, val)
end
end
function to_symbolic(x)
x
end
###
### Pretty printing
###
const show_simplified = Ref(false)
isnegative(t::Real) = t < 0
function isnegative(t)
if iscall(t) && operation(t) === (*)
coeff = first(arguments(t))
return isnegative(coeff)
end
return false
end
# Term{}
setargs(t, args) = Term{symtype(t)}(operation(t), args)
cdrargs(args) = setargs(t, cdr(args))
print_arg(io, x::Union{Complex, Rational}; paren=true) = print(io, "(", x, ")")
isbinop(f) = iscall(f) && !iscall(operation(f)) && Base.isbinaryoperator(nameof(operation(f)))
function print_arg(io, x; paren=false)
if paren && isbinop(x)
print(io, "(", x, ")")
else
print(io, x)
end
end
print_arg(io, s::String; paren=true) = show(io, s)
function print_arg(io, f, x)
f !== (*) && return print_arg(io, x)
if Base.isbinaryoperator(nameof(f))
print_arg(io, x, paren=true)
else
print_arg(io, x)
end
end
function remove_minus(t)
!iscall(t) && return -t
@assert operation(t) == (*)
args = arguments(t)
@assert args[1] < 0
Any[-args[1], args[2:end]...]
end
function show_add(io, args)
for (i, t) in enumerate(args)
neg = isnegative(t)
if i != 1
print(io, neg ? " - " : " + ")
elseif isnegative(t)
print(io, "-")
end
if neg
show_mul(io, remove_minus(t))
else
print_arg(io, +, t)
end
end
end
function show_pow(io, args)
base, ex = args
if base isa Real && base < 0
print(io, "(")
print_arg(io, base)
print(io, ")")
else
print_arg(io, base, paren=true)
end
print(io, "^")
print_arg(io, ex, paren=true)
end
function show_mul(io, args)
length(args) == 1 && return print_arg(io, *, args[1])
minus = args[1] isa Number && args[1] == -1
unit = args[1] isa Number && args[1] == 1
paren_scalar = (args[1] isa Complex && !_iszero(imag(args[1]))) ||
args[1] isa Rational ||
(args[1] isa Number && !isfinite(args[1]))
nostar = minus || unit ||
(!paren_scalar && args[1] isa Number && !(args[2] isa Number))
for (i, t) in enumerate(args)
if i != 1
if i==2 && nostar
else
print(io, "*")
end
end
if i == 1 && minus
print(io, "-")
elseif i == 1 && unit
else
print_arg(io, *, t)
end
end
end
function show_ref(io, f, args)
x = args[1]
idx = args[2:end]
iscall(x) && print(io, "(")
print(io, x)
iscall(x) && print(io, ")")
print(io, "[")
for i=1:length(idx)
print_arg(io, idx[i])
i != length(idx) && print(io, ", ")
end
print(io, "]")
end
function show_call(io, f, args)
fname = iscall(f) ? Symbol(repr(f)) : nameof(f)
len_args = length(args)
if Base.isunaryoperator(fname) && len_args == 1
print(io, "$fname")
print_arg(io, first(args), paren=true)
elseif Base.isbinaryoperator(fname) && len_args > 1
for (i, t) in enumerate(args)
i != 1 && print(io, " $fname ")
print_arg(io, t, paren=true)
end
else
if issym(f)
Base.show_unquoted(io, nameof(f))
else
Base.show(io, f)
end
print(io, "(")
for i=1:length(args)
print(io, args[i])
i != length(args) && print(io, ", ")
end
print(io, ")")
end
end
function show_term(io::IO, t)
if get(io, :simplify, show_simplified[])
return print(IOContext(io, :simplify=>false), simplify(t))
end
f = operation(t)
args = sorted_arguments(t)
if symtype(t) <: LiteralReal
show_call(io, f, args)
elseif f === (+)
show_add(io, args)
elseif f === (*)
show_mul(io, args)
elseif f === (^)
show_pow(io, args)
elseif f === (getindex)
show_ref(io, f, args)
elseif f === (identity) && !issym(args[1]) && !iscall(args[1])
show(io, args[1])
else
show_call(io, f, args)
end
return nothing
end
showraw(io, t) = Base.show(IOContext(io, :simplify=>false), t)
showraw(t) = showraw(stdout, t)
function Base.show(io::IO, v::BasicSymbolic)
if issym(v)
Base.show_unquoted(io, v.name)
else
show_term(io, v)
end
end
###
### Symbolic function / type inference
###
"""
promote_symtype(f, Ts...)
The result of applying `f` to arguments of [`symtype`](#symtype) `Ts...`
```julia
julia> promote_symtype(+, Real, Real)
Real
julia> promote_symtype(+, Complex, Real)
Number
julia> @syms f(x)::Complex
(f(::Number)::Complex,)
julia> promote_symtype(f, Number)
Complex
```
When constructing [`Term`](#Term)s without an explicit symtype,
`promote_symtype` is used to figure out the symtype of the Term.
"""
promote_symtype(f, Ts...) = Any
#---------------------------
#---------------------------
#### Function-like variables
#---------------------------
struct FnType{X<:Tuple,Y,Z} end
(f::Symbolic{<:FnType})(args...) = Term{promote_symtype(f, symtype.(args)...)}(f, Any[args...])
function (f::Symbolic)(args...)
error("Sym $f is not callable. " *
"Use @syms $f(var1, var2,...) to create it as a callable.")
end
"""
promote_symtype(f::FnType{X,Y}, arg_symtypes...)
The output symtype of applying variable `f` to arguments of symtype `arg_symtypes...`.
if the arguments are of the wrong type then this function will error.
"""
function promote_symtype(f::BasicSymbolic{<:FnType{X,Y}}, args...) where {X, Y}
if X === Tuple
return Y
end
# This is to handle `Tuple{T} where T`, so we cannot reliably query the type
# parameters of the `Tuple` in `FnType`.
t = Tuple{args...}
if !(t <: X)
error("$t is not a subtype of $X.")
end
return Y
end
function Base.show(io::IO, f::Symbolic{<:FnType{X,Y}}) where {X,Y}
print(io, nameof(f))
# Use `Base.unwrap_unionall` to handle `Tuple{T} where T`. This is not the
# best printing, but it's better than erroring.
argrepr = join(map(t->"::"*string(t), Base.unwrap_unionall(X).parameters), ", ")
print(io, "(", argrepr, ")")
print(io, "::", Y)
end
@inline isassociative(op) = op === (+) || op === (*)
function _promote_symtype(f, args)
if issym(f)
promote_symtype(f, map(symtype, args)...)
else
if length(args) == 0
promote_symtype(f)
elseif length(args) == 1
promote_symtype(f, symtype(args[1]))
elseif length(args) == 2
promote_symtype(f, symtype(args[1]), symtype(args[2]))
elseif isassociative(f)
mapfoldl(symtype, (x,y) -> promote_symtype(f, x, y), args)
else
promote_symtype(f, map(symtype, args)...)
end
end
end
###
### Macro
###
"""
@syms <lhs_expr>[::T1] <lhs_expr>[::T2]...
For instance:
@syms foo::Real bar baz(x, y::Real)::Complex
Create one or more variables. `<lhs_expr>` can be just a symbol in which case
it will be the name of the variable, or a function call in which case a function-like
variable which has the same name as the function being called. The Sym type, or
in the case of a function-like Sym, the output type of calling the function
can be set using the `::T` syntax.
# Examples:
- `@syms foo bar::Real baz::Int` will create
variable `foo` of symtype `Number` (the default), `bar` of symtype `Real`
and `baz` of symtype `Int`
- `@syms f(x) g(y::Real, x)::Int h(a::Int, f(b))` creates 1-arg `f` 2-arg `g`
and 2 arg `h`. The second argument to `h` must be a one argument function-like
variable. So, `h(1, g)` will fail and `h(1, f)` will work.
"""
macro syms(xs...)
defs = map(xs) do x