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base/range.jl
1 736 строк
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Shuhei Kadowaki
Base: Remove dead stores and unused bindings flagged by JETLS (#62534)
28 июл 2026, 15:03
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28 июл 2026, 15:03
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# This file is a part of Julia. License is MIT: https://julialang.org/license (:)(a::Real, b::Real) = (:)(promote(a, b)...) (:)(start::T, stop::T) where {T<:Real} = UnitRange{T}(start, stop) (:)(start::T, stop::T) where {T} = (:)(start, oftype(stop >= start ? stop - start : start - stop, 1), stop) # promote start and stop, leaving step alone (:)(start::A, step, stop::C) where {A<:Real, C<:Real} = (:)(convert(promote_type(A, C), start), step, convert(promote_type(A, C), stop)) # AbstractFloat specializations (:)(a::T, b::T) where {T<:AbstractFloat} = (:)(a, T(1), b) (:)(a::T, b::AbstractFloat, c::T) where {T<:Real} = (:)(promote(a, b, c)...) (:)(a::T, b::AbstractFloat, c::T) where {T<:AbstractFloat} = (:)(promote(a, b, c)...) (:)(a::T, b::Real, c::T) where {T<:AbstractFloat} = (:)(promote(a, b, c)...) (:)(start::T, step::T, stop::T) where {T<:AbstractFloat} = _colon(OrderStyle(T), ArithmeticStyle(T), start, step, stop) (:)(start::T, step::T, stop::T) where {T<:Real} = _colon(OrderStyle(T), ArithmeticStyle(T), start, step, stop) _colon(::Ordered, ::Any, start::T, step, stop::T) where {T} = StepRange(start, step, stop) # for T<:Union{Float16,Float32,Float64} see twiceprecision.jl _colon(::Ordered, ::ArithmeticRounds, start::T, step, stop::T) where {T} = StepRangeLen(start, step, convert(Integer, fld(stop - start, step)) + 1) _colon(::Any, ::Any, start::T, step, stop::T) where {T} = StepRangeLen(start, step, convert(Integer, fld(stop - start, step)) + 1) const _RangeWrappingInteger = Union{ Int8, UInt8, Int16, UInt16, Int32, UInt32, Int64, UInt64, Int128, UInt128} _range_wrapping_add(x::_RangeWrappingInteger, y::_RangeWrappingInteger) = x +% y _range_wrapping_add(x, y) = x + y _range_wrapping_sub(x::_RangeWrappingInteger, y::_RangeWrappingInteger) = x -% y _range_wrapping_sub(x, y) = x - y _range_wrapping_mul(x::_RangeWrappingInteger, y::_RangeWrappingInteger) = x *% y _range_wrapping_mul(x, y) = x * y """ (:)(start, [step], stop) Range operator. `a:b` constructs a range from `a` to `b` with a step size equal to +1, which produces: * a [`UnitRange`](@ref) when `a` and `b` are integers, or * a [`StepRange`](@ref) when `a` and `b` are characters, or * a [`StepRangeLen`](@ref) when `a` and/or `b` are floating-point. `a:s:b` is similar but uses a step size of `s` (a [`StepRange`](@ref) or [`StepRangeLen`](@ref)). See also [`range`](@ref) for more control. To create a descending range, use `reverse(a:b)` or a negative step size, e.g. `b:-1:a`. Otherwise, when `b < a`, an empty range will be constructed and normalized to `a:a-1`. The operator `:` is also used in indexing to select whole dimensions, e.g. in `A[:, 1]`. `:` is also used to [`quote`](@ref) code, e.g. `:(x + y) isa Expr` and `:x isa Symbol`. Since `:2 isa Int`, it does *not* create a range in indexing: `v[:2] == v[2] != v[begin:2]`. """ (:)(::Any, ::Any, ::Any) (:)(start::T, step, stop::T) where {T} = _colon(start, step, stop) (:)(start::T, step, stop::T) where {T<:Real} = _colon(start, step, stop) # without the second method above, the first method above is ambiguous with # (:)(start::A, step, stop::C) where {A<:Real,C<:Real} function _colon(start::T, step, stop::T) where T T′ = typeof(start+zero(step)) StepRange(convert(T′,start), step, convert(T′,stop)) end """ range(start, stop, length) range(start, stop; length, step) range(start; length, stop, step) range(;start, length, stop, step) Construct a specialized array with evenly spaced elements and optimized storage (an [`AbstractRange`](@ref)) from the arguments. Mathematically a range is uniquely determined by any three of `start`, `step`, `stop` and `length`. Valid invocations of range are: * Call `range` with any three of `start`, `step`, `stop`, `length`. * Call `range` with two of `start`, `stop`, `length`. In this case `step` will be assumed to be positive one. If both arguments are Integers, a [`UnitRange`](@ref) will be returned. * Call `range` with one of `stop` or `length`. `start` and `step` will be assumed to be positive one. To construct a descending range, specify a negative step size, e.g. `range(5, 1; step = -1)` => [5,4,3,2,1]. Otherwise, a `stop` value less than the `start` value, with the default `step` of `+1`, constructs an empty range. Empty ranges are normalized such that the `stop` is one less than the `start`, e.g. `range(5, 1) == 5:4`. See Extended Help for additional details on the returned type. See also [`logrange`](@ref) for logarithmically spaced points. # Examples ```jldoctest julia> range(1, length=100) 1:100 julia> range(1, stop=100) 1:100 julia> range(1, step=5, length=100) 1:5:496 julia> range(1, step=5, stop=100) 1:5:96 julia> range(1, 10, length=101) 1.0:0.09:10.0 julia> range(1, 100, step=5) 1:5:96 julia> range(stop=10, length=5) 6:10 julia> range(stop=10, step=1, length=5) 6:1:10 julia> range(start=1, step=1, stop=10) 1:1:10 julia> range(; length = 10) Base.OneTo(10) julia> range(; stop = 6) Base.OneTo(6) julia> range(; stop = 6.5) 1.0:1.0:6.0 ``` If `length` is not specified and `stop - start` is not an integer multiple of `step`, a range that ends before `stop` will be produced. ```jldoctest julia> range(1, 3.5, step=2) 1.0:2.0:3.0 ``` Special care is taken to ensure intermediate values are computed rationally. To avoid this induced overhead, see the [`LinRange`](@ref) constructor. !!! compat "Julia 1.1" `stop` as a positional argument requires at least Julia 1.1. !!! compat "Julia 1.7" The versions without keyword arguments and `start` as a keyword argument require at least Julia 1.7. !!! compat "Julia 1.8" The versions with `stop` as a sole keyword argument, or `length` as a sole keyword argument require at least Julia 1.8. # Extended Help `range` will produce a `Base.OneTo` when the arguments are Integers and * Only `length` is provided * Only `stop` is provided `range` will produce a `UnitRange` when the arguments are Integers and * Only `start` and `stop` are provided * Only `length` and `stop` are provided A `UnitRange` is not produced if `step` is provided even if specified as one. """ function range end range(start; stop=nothing, length::Union{Integer,Nothing}=nothing, step=nothing) = _range(start, step, stop, length) range(start, stop; length::Union{Integer,Nothing}=nothing, step=nothing) = _range(start, step, stop, length) range(start, stop, length::Integer) = _range(start, nothing, stop, length) range(;start=nothing, stop=nothing, length::Union{Integer, Nothing}=nothing, step=nothing) = _range(start, step, stop, length) _range(start::Nothing, step::Nothing, stop::Nothing, len::Nothing) = range_error(start, step, stop, len) _range(start::Nothing, step::Nothing, stop::Nothing, len::Any ) = range_length(len) _range(start::Nothing, step::Nothing, stop::Any , len::Nothing) = range_stop(stop) _range(start::Nothing, step::Nothing, stop::Any , len::Any ) = range_stop_length(stop, len) _range(start::Nothing, step::Any , stop::Nothing, len::Nothing) = range_error(start, step, stop, len) _range(start::Nothing, step::Any , stop::Nothing, len::Any ) = range_error(start, step, stop, len) _range(start::Nothing, step::Any , stop::Any , len::Nothing) = range_error(start, step, stop, len) _range(start::Nothing, step::Any , stop::Any , len::Any ) = range_step_stop_length(step, stop, len) _range(start::Any , step::Nothing, stop::Nothing, len::Nothing) = range_error(start, step, stop, len) _range(start::Any , step::Nothing, stop::Nothing, len::Any ) = range_start_length(start, len) _range(start::Any , step::Nothing, stop::Any , len::Nothing) = range_start_stop(start, stop) _range(start::Any , step::Nothing, stop::Any , len::Any ) = range_start_stop_length(start, stop, len) _range(start::Any , step::Any , stop::Nothing, len::Nothing) = range_error(start, step, stop, len) _range(start::Any , step::Any , stop::Nothing, len::Any ) = range_start_step_length(start, step, len) _range(start::Any , step::Any , stop::Any , len::Nothing) = range_start_step_stop(start, step, stop) _range(start::Any , step::Any , stop::Any , len::Any ) = range_error(start, step, stop, len) # Length as the only argument range_length(len::Integer) = OneTo(len) # Stop as the only argument range_stop(stop) = range_start_stop(oftype(stop, 1), stop) range_stop(stop::Integer) = range_length(stop) function range_step_stop_length(step, a, len::Integer) start = _range_wrapping_sub(a, _range_wrapping_mul(step, len - oneunit(len))) if start isa Signed # overflow in recomputing length from stop is okay return StepRange{typeof(start),typeof(step)}(start, step, convert(typeof(start), a)) end return StepRangeLen{typeof(start),typeof(start),typeof(step)}(start, step, len) end # Stop and length as the only argument function range_stop_length(a, len::Integer) step = oftype(a - a, 1) # assert that step is representable start = _range_wrapping_sub(a, len - oneunit(len)) if start isa Signed # overflow in recomputing length from stop is okay return UnitRange(start, oftype(start, a)) end return StepRangeLen{typeof(start),typeof(start),typeof(step)}(start, step, len) end # Start and length as the only argument function range_start_length(a, len::Integer) step = oftype(a - a, 1) # assert that step is representable stop = _range_wrapping_add(a, len - oneunit(len)) if stop isa Signed # overflow in recomputing length from stop is okay return UnitRange(oftype(stop, a), stop) end return StepRangeLen{typeof(stop),typeof(a),typeof(step)}(a, step, len) end range_start_stop(start, stop) = start:stop function range_start_step_length(a, step, len::Integer) stop = _range_wrapping_add(a, _range_wrapping_mul(step, len - oneunit(len))) if stop isa Signed # overflow in recomputing length from stop is okay return StepRange{typeof(stop),typeof(step)}(convert(typeof(stop), a), step, stop) end return StepRangeLen{typeof(stop),typeof(a),typeof(step)}(a, step, len) end range_start_step_stop(start, step, stop) = start:step:stop function range_error(start, step, stop, length) hasstart = start !== nothing hasstep = step !== nothing hasstop = stop !== nothing haslength = start !== nothing hint = if hasstart && hasstep && hasstop && haslength "Try specifying only three arguments" elseif !hasstop && !haslength "At least one of `length` or `stop` must be specified." elseif !hasstep && !haslength "At least one of `length` or `step` must be specified." elseif !hasstart && !hasstop "At least one of `start` or `stop` must be specified." else "Try specifying more arguments." end msg = """ Cannot construct range from arguments: start = $start step = $step stop = $stop length = $length $hint """ throw(ArgumentError(msg)) end ## 1-dimensional ranges ## """ AbstractRange{T} <: AbstractVector{T} Supertype for linear ranges with elements of type `T`. [`UnitRange`](@ref), [`LinRange`](@ref) and other types are subtypes of this. All subtypes must define [`step`](@ref). Thus [`LogRange`](@ref Base.LogRange) is not a subtype of `AbstractRange`. """ abstract type AbstractRange{T} <: AbstractArray{T,1} end RangeStepStyle(::Type{<:AbstractRange}) = RangeStepIrregular() RangeStepStyle(::Type{<:AbstractRange{<:Integer}}) = RangeStepRegular() convert(::Type{T}, r::AbstractRange) where {T<:AbstractRange} = r isa T ? r : T(r)::T ## ordinal ranges """ OrdinalRange{T, S} <: AbstractRange{T} Supertype for ordinal ranges with elements of type `T` with spacing(s) of type `S`. The steps should be always-exact multiples of [`oneunit`](@ref), and `T` should be a "discrete" type, which cannot have values smaller than `oneunit`. For example, `Integer` or `Date` types would qualify, whereas `Float64` would not (since this type can represent values smaller than `oneunit(Float64)`. [`UnitRange`](@ref), [`StepRange`](@ref), and other types are subtypes of this. """ abstract type OrdinalRange{T,S} <: AbstractRange{T} end """ AbstractUnitRange{T} <: OrdinalRange{T, T} Supertype for ranges with a step size of [`oneunit(T)`](@ref) with elements of type `T`. [`UnitRange`](@ref) and other types are subtypes of this. """ abstract type AbstractUnitRange{T} <: OrdinalRange{T,T} end """ StepRange{T, S} <: OrdinalRange{T, S} Ranges with elements of type `T` with spacing of type `S`. The step between each element is constant, and the range is defined in terms of a `start` and `stop` of type `T` and a `step` of type `S`. Neither `T` nor `S` should be floating point types. The syntax `a:b:c` with `b != 0` and `a`, `b`, and `c` all integers creates a `StepRange`. # Examples ```jldoctest julia> collect(StepRange(1, Int8(2), 10)) 5-element Vector{Int64}: 1 3 5 7 9 julia> typeof(StepRange(1, Int8(2), 10)) StepRange{Int64, Int8} julia> typeof(1:3:6) StepRange{Int64, Int64} ``` """ struct StepRange{T,S} <: OrdinalRange{T,S} start::T step::S stop::T function StepRange{T,S}(start, step, stop) where {T,S} start = convert(T, start) step = convert(S, step) stop = convert(T, stop) return new(start, step, steprange_last(start, step, stop)) end end # to make StepRange constructor inlineable, so optimizer can see `step` value function steprange_last(start, step, stop)::typeof(stop) if isa(start, AbstractFloat) || isa(step, AbstractFloat) throw(ArgumentError("StepRange should not be used with floating point")) end if isa(start, Integer) && !isinteger(start + step) throw(ArgumentError("StepRange{<:Integer} cannot have non-integer step")) end z = zero(step) step == z && throw(ArgumentError("step cannot be zero")) if stop == start last = stop else if (step > z) != (stop > start) last = steprange_last_empty(start, step, stop) else # Compute absolute value of difference between `start` and `stop` # (to simplify handling both signed and unsigned T and checking for signed overflow): absdiff, absstep = stop > start ? (_range_wrapping_sub(stop, start), step) : (_range_wrapping_sub(start, stop), -step) # Compute remainder as a non-negative number: if absdiff isa Signed && absdiff < zero(absdiff) # unlikely, but handle the signed overflow case with unsigned rem overflow_case(absdiff, absstep) = (@noinline; convert(typeof(absdiff), unsigned(absdiff) % absstep)) remain = overflow_case(absdiff, absstep) else remain = convert(typeof(absdiff), absdiff % absstep) end # Move `stop` closer to `start` if there is a remainder: last = stop > start ? stop - remain : stop + remain end end return last end function steprange_last_empty(start::Integer, step, stop)::typeof(stop) # empty range has a special representation where stop = start-1, # which simplifies arithmetic for Signed numbers if step > zero(step) last = _range_wrapping_sub(start, oneunit(step)) else last = _range_wrapping_add(start, oneunit(step)) end return last end steprange_last_empty(start::Bool, step, stop) = start ⊻ (step > zero(step)) # isnegative(step) ? start : !start # For types where x+oneunit(x) may not be well-defined use the user-given value for stop steprange_last_empty(start, step, stop) = stop StepRange{T}(start, step::S, stop) where {T,S} = StepRange{T,S}(start, step, stop) StepRange(start::T, step::S, stop::T) where {T,S} = StepRange{T,S}(start, step, stop) """ UnitRange{T<:Real} A range parameterized by a `start` and `stop` of type `T`, filled with elements spaced by `1` from `start` until `stop` is exceeded. The syntax `a:b` with `a` and `b` both `Integer`s creates a `UnitRange`. # Examples ```jldoctest julia> collect(UnitRange(2.3, 5.2)) 3-element Vector{Float64}: 2.3 3.3 4.3 julia> typeof(1:10) UnitRange{Int64} ``` """ struct UnitRange{T<:Real} <: AbstractUnitRange{T} start::T stop::T UnitRange{T}(start::T, stop::T) where {T<:Real} = new(start, unitrange_last(start, stop)) end UnitRange{T}(start, stop) where {T<:Real} = UnitRange{T}(convert(T, start), convert(T, stop)) UnitRange(start::T, stop::T) where {T<:Real} = UnitRange{T}(start, stop) function UnitRange(start, stop) startstop_promoted = promote(start, stop) not_sametype((start, stop), startstop_promoted) UnitRange(startstop_promoted...) end # if stop and start are integral, we know that their difference is a multiple of 1 unitrange_last(start::Integer, stop::Integer) = stop >= start ? stop : convert(typeof(stop), _range_wrapping_sub(start, oneunit(_range_wrapping_sub(start, stop)))) # otherwise, use `floor` as a more efficient way to compute modulus with step=1 unitrange_last(start, stop) = stop >= start ? convert(typeof(stop), start + floor(stop - start)) : convert(typeof(stop), start - oneunit(start - stop)) unitrange(x::AbstractUnitRange) = UnitRange(x) # convenience conversion for promoting the range type if isdefined(Main, :Base) # Constant-fold-able indexing into tuples to functionally expose Base.tail and Base.front function getindex(@nospecialize(t::Tuple), r::AbstractUnitRange) @inline require_one_based_indexing(r) if length(r) <= 10 return ntuple(i -> t[i + first(r) - 1], length(r)) elseif first(r) == 1 last(r) == length(t) && return t last(r) == length(t)-1 && return front(t) last(r) == length(t)-2 && return front(front(t)) elseif last(r) == length(t) first(r) == 2 && return tail(t) first(r) == 3 && return tail(tail(t)) end return (eltype(t)[t[ri] for ri in r]...,) end end """ Base.AbstractOneTo Abstract type for ranges that start at 1 and have a step size of 1. !!! compat "Julia 1.13" This type requires at least Julia 1.13. """ abstract type AbstractOneTo{T} <: AbstractUnitRange{T} end """ Base.OneTo(n) Define an `AbstractUnitRange` that behaves like `1:n`, with the added distinction that the lower limit is guaranteed (by the type system) to be 1. """ struct OneTo{T<:Integer} <: AbstractOneTo{T} stop::T # invariant: stop >= zero(stop) function OneTo{T}(stop) where {T<:Integer} throwbool(r) = (@noinline; throw(ArgumentError("invalid index: $r of type Bool"))) T === Bool && throwbool(stop) return new(max(zero(T), stop)) end function OneTo{T}(r::AbstractRange) where {T<:Integer} throwstart(r) = (@noinline; throw(ArgumentError("first element must be 1, got $(first(r))"))) throwstep(r) = (@noinline; throw(ArgumentError("step must be 1, got $(step(r))"))) throwbool(r) = (@noinline; throw(ArgumentError("invalid index: $r of type Bool"))) first(r) == 1 || throwstart(r) step(r) == 1 || throwstep(r) T === Bool && throwbool(r) return new(max(zero(T), last(r))) end global unchecked_oneto(stop::Integer) = new{typeof(stop)}(stop) end OneTo(stop::T) where {T<:Integer} = OneTo{T}(stop) OneTo(r::AbstractRange{T}) where {T<:Integer} = OneTo{T}(r) oneto(r) = OneTo(r) ## Step ranges parameterized by length """ StepRangeLen( ref::R, step::S, len, [offset=1]) where { R,S} StepRangeLen{T,R,S}( ref::R, step::S, len, [offset=1]) where {T,R,S} StepRangeLen{T,R,S,L}(ref::R, step::S, len, [offset=1]) where {T,R,S,L} A range `r` where `r[i]` produces values of type `T` (in the first form, `T` is deduced automatically), parameterized by a `ref`erence value, a `step`, and the `len`gth. By default `ref` is the starting value `r[1]`, but alternatively you can supply it as the value of `r[offset]` for some other index `1 <= offset <= len`. The syntax `a:b` or `a:b:c`, where any of `a`, `b`, or `c` are floating-point numbers, creates a `StepRangeLen`. !!! compat "Julia 1.7" The 4th type parameter `L` requires at least Julia 1.7. """ struct StepRangeLen{T,R,S,L<:Integer} <: AbstractRange{T} ref::R # reference value (might be smallest-magnitude value in the range) step::S # step value len::L # length of the range offset::L # the index of ref function StepRangeLen{T,R,S,L}(ref::R, step::S, len::Integer, offset::Integer = 1) where {T,R,S,L} if T <: Integer && !isinteger(ref + step) throw(ArgumentError("StepRangeLen{<:Integer} cannot have non-integer step")) end len = convert(L, len) len >= zero(len) || throw(ArgumentError("length cannot be negative, got $len")) offset = convert(L, offset) L1 = oneunit(typeof(len)) L1 <= offset <= max(L1, len) || throw(ArgumentError("StepRangeLen: offset must be in [1,$len], got $offset")) return new(ref, step, len, offset) end end StepRangeLen{T,R,S}(ref::R, step::S, len::Integer, offset::Integer = 1) where {T,R,S} = StepRangeLen{T,R,S,promote_type(Int,typeof(len))}(ref, step, len, offset) StepRangeLen(ref::R, step::S, len::Integer, offset::Integer = 1) where {R,S} = StepRangeLen{typeof(ref+zero(step)),R,S,promote_type(Int,typeof(len))}(ref, step, len, offset) StepRangeLen{T}(ref::R, step::S, len::Integer, offset::Integer = 1) where {T,R,S} = StepRangeLen{T,R,S,promote_type(Int,typeof(len))}(ref, step, len, offset) ## range with computed step """ LinRange{T,L} A range with `len` linearly spaced elements between its `start` and `stop`. The size of the spacing is controlled by `len`, which must be an `Integer`. # Examples ```jldoctest julia> LinRange(1.5, 5.5, 9) 9-element LinRange{Float64, Int64}: 1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 4.5, 5.0, 5.5 ``` Compared to using [`range`](@ref), directly constructing a `LinRange` should have less overhead but won't try to correct for floating point errors: ```jldoctest julia> collect(range(-0.1, 0.3, length=5)) 5-element Vector{Float64}: -0.1 0.0 0.1 0.2 0.3 julia> collect(LinRange(-0.1, 0.3, 5)) 5-element Vector{Float64}: -0.1 -1.3877787807814457e-17 0.09999999999999999 0.19999999999999998 0.3 ``` See also [`Base.LogRange`](@ref Base.LogRange) for logarithmically spaced points. """ struct LinRange{T,L<:Integer} <: AbstractRange{T} start::T stop::T len::L lendiv::L function LinRange{T,L}(start::T, stop::T, len::L) where {T,L<:Integer} len >= 0 || throw(ArgumentError("range($start, stop=$stop, length=$len): negative length")) onelen = oneunit(typeof(len)) if len == onelen start == stop || throw(ArgumentError("range($start, stop=$stop, length=$len): endpoints differ")) return new(start, stop, len, len) end lendiv = max(len - onelen, onelen) if T <: Integer && !iszero(mod(stop-start, lendiv)) throw(ArgumentError("LinRange{<:Integer} cannot have non-integer step")) end return new(start, stop, len, lendiv) end end function LinRange{T,L}(start, stop, len::Integer) where {T,L} LinRange{T,L}(convert(T, start), convert(T, stop), convert(L, len)) end function LinRange{T}(start, stop, len::Integer) where T LinRange{T,promote_type(Int,typeof(len))}(start, stop, len) end function LinRange(start, stop, len::Integer) T = typeof((zero(stop) - zero(start)) / oneunit(len)) LinRange{T}(start, stop, len) end range_start_stop_length(start, stop, len::Integer) = range_start_stop_length(promote(start, stop)..., len) range_start_stop_length(start::T, stop::T, len::Integer) where {T} = LinRange(start, stop, len) range_start_stop_length(start::T, stop::T, len::Integer) where {T<:Integer} = _linspace(float(T), start, stop, len) ## for Float16, Float32, and Float64 we hit twiceprecision.jl to lift to higher precision StepRangeLen # for all other types we fall back to a plain old LinRange _linspace(::Type{T}, start::Integer, stop::Integer, len::Integer) where T = LinRange{T}(start, stop, len) function show(io::IO, r::LinRange{T}) where {T} print(io, "LinRange{") show(io, T) print(io, "}(") ioc = IOContext(io, :typeinfo=>T) show(ioc, first(r)) print(io, ", ") show(ioc, last(r)) print(io, ", ") show(io, length(r)) print(io, ')') end """ `print_range(io, r)` prints out a nice looking range r in terms of its elements as if it were `collect(r)`, dependent on the size of the terminal, and taking into account whether compact numbers should be shown. It figures out the width in characters of each element, and if they end up too wide, it shows the first and last elements separated by a horizontal ellipsis. Typical output will look like `1.0, 2.0, …, 5.0, 6.0`. `print_range(io, r, pre, sep, post, hdots)` uses optional parameters `pre` and `post` characters for each printed row, `sep` separator string between printed elements, `hdots` string for the horizontal ellipsis. """ function print_range(io::IO, r::AbstractArray, pre::AbstractString = " ", sep::AbstractString = ", ", post::AbstractString = "", hdots::AbstractString = ", \u2026, ") # horiz ellipsis # This function borrows from print_matrix() in show.jl # and should be called by show and display sz = displaysize(io) if !haskey(io, :compact) io = IOContext(io, :compact => true) end _, screenwidth = sz[1] - 4, sz[2] screenwidth -= length(pre) + length(post) sepsize = length(sep) m = 1 # treat the range as a one-row matrix n = length(r) # Figure out spacing alignments for r, but only need to examine the # left and right edge columns, as many as could conceivably fit on the # screen, with the middle columns summarized by horz, vert, or diag ellipsis maxpossiblecols = div(screenwidth, 1+sepsize) # assume each element is at least 1 char + 1 separator colsr = n <= maxpossiblecols ? (1:n) : [1:div(maxpossiblecols,2)+1; (n-div(maxpossiblecols,2)):n] rowmatrix = reshape(r[colsr], 1, length(colsr)) # treat the range as a one-row matrix for print_matrix_row nrow, idxlast = size(rowmatrix, 2), last(axes(rowmatrix, 2)) A = alignment(io, rowmatrix, 1:m, 1:length(rowmatrix), screenwidth, screenwidth, sepsize, nrow) # how much space range takes if n <= length(A) # cols fit screen, so print out all elements print(io, pre) # put in pre chars print_matrix_row(io,rowmatrix,A,1,1:n,sep,idxlast) # the entire range print(io, post) # add the post characters else # cols don't fit so put horiz ellipsis in the middle # how many chars left after dividing width of screen in half # and accounting for the horiz ellipsis c = div(screenwidth-length(hdots)+1,2)+1 # chars remaining for each side of rowmatrix alignR = reverse(alignment(io, rowmatrix, 1:m, length(rowmatrix):-1:1, c, c, sepsize, nrow)) # which cols of rowmatrix to put on the right c = screenwidth - sum(map(sum,alignR)) - (length(alignR)-1)*sepsize - length(hdots) alignL = alignment(io, rowmatrix, 1:m, 1:length(rowmatrix), c, c, sepsize, nrow) # which cols of rowmatrix to put on the left print(io, pre) # put in pre chars print_matrix_row(io, rowmatrix,alignL,1,1:length(alignL),sep,idxlast) # left part of range print(io, hdots) # horizontal ellipsis print_matrix_row(io, rowmatrix,alignR,1,length(rowmatrix)-length(alignR)+1:length(rowmatrix),sep,idxlast) # right part of range print(io, post) # post chars end end ## interface implementations length(r::AbstractRange) = error("length implementation missing") # catch mistakes size(r::AbstractRange) = (@inline; (length(r),)) isempty(r::StepRange) = # steprange_last(r.start, r.step, r.stop) == r.stop (r.start != r.stop) & ((r.step > zero(r.step)) != (r.stop > r.start)) isempty(r::AbstractUnitRange) = first(r) > last(r) isempty(r::StepRangeLen) = length(r) == 0 isempty(r::LinRange) = length(r) == 0 """ step(r) Get the step size of an [`AbstractRange`](@ref) object. # Examples ```jldoctest julia> step(1:10) 1 julia> step(1:2:10) 2 julia> step(2.5:0.3:10.9) 0.3 julia> step(range(2.5, stop=10.9, length=85)) 0.1 ``` """ step(r::StepRange) = r.step step(r::AbstractUnitRange{T}) where {T} = oneunit(T) - zero(T) step(r::AbstractUnitRange{Bool}) = true step(r::StepRangeLen) = r.step step(r::StepRangeLen{T}) where {T<:AbstractFloat} = T(r.step) step(r::LinRange) = (last(r)-first(r))/r.lendiv # high-precision step step_hp(r::StepRangeLen) = r.step step_hp(r::AbstractRange) = step(r) # Needed to ensure `has_offset_axes` can constant-fold. has_offset_axes(::StepRange) = false # n.b. checked_length for these is defined iff checked_add and checked_sub are # defined between the relevant types function checked_length(r::OrdinalRange{T}) where T s = step(r) start = first(r) if isempty(r) return Integer(div(start - start, oneunit(s))) end stop = last(r) if isless(s, zero(s)) diff = checked_sub(start, stop) s = -s else diff = checked_sub(stop, start) end a = div(diff, s) return Integer(checked_add(a, oneunit(a))) end function checked_length(r::AbstractUnitRange{T}) where T # compiler optimization: remove dead cases from above if isempty(r) return Integer(first(r) - first(r)) end a = checked_sub(last(r), first(r)) return Integer(checked_add(a, oneunit(a))) end function length(r::OrdinalRange{T}) where T s = step(r) start = first(r) if isempty(r) return Integer(div(start - start, oneunit(s))) end stop = last(r) if isless(s, zero(s)) diff = start - stop s = -s else diff = stop - start end a = div(diff, s) return Integer(a + oneunit(a)) end function length(r::AbstractUnitRange{T}) where T @inline start, stop = first(r), last(r) a = oneunit(zero(stop) - zero(start)) if a isa Signed || stop >= start a += stop - start # Signed are allowed to go negative else a = zero(a) # Unsigned don't necessarily underflow end return Integer(a) end length(r::OneTo) = Integer(r.stop - zero(r.stop)) length(r::StepRangeLen) = r.len length(r::LinRange) = r.len let bigints = Union{Int, UInt, Int64, UInt64, Int128, UInt128}, smallints = (Int === Int64 ? Union{Int8, UInt8, Int16, UInt16, Int32, UInt32} : Union{Int8, UInt8, Int16, UInt16}), bitints = Union{bigints, smallints} global length, checked_length, firstindex # compile optimization for which promote_type(T, Int) == T length(r::OneTo{T}) where {T<:bigints} = r.stop # slightly more accurate length and checked_length in extreme cases # (near typemax) for types with known `unsigned` functions function length(r::OrdinalRange{T}) where T<:bigints s = step(r) diff = last(r) -% first(r) isempty(r) && return zero(diff) # Compute `(diff ÷ s) + 1` in a manner robust to signed overflow # by using the absolute values as unsigneds for non-empty ranges. # Note that `s` may be a different type from T and diff; it may not # even be a BitInteger that supports `unsigned`. Handle with care. a = div(unsigned(flipsign(diff, s)), s) % typeof(diff) return flipsign(a, s) + oneunit(a) end function checked_length(r::OrdinalRange{T}) where T<:bigints s = step(r) stop, start = last(r), first(r) ET = promote_type(typeof(stop), typeof(start)) isempty(r) && return zero(ET) # n.b. !(s isa T) if s > 1 diff = stop -% start a = convert(ET, div(unsigned(diff), s)) elseif s < -1 diff = start -% stop a = convert(ET, div(unsigned(diff), -s)) elseif s > 0 a = convert(ET, div(checked_sub(stop, start), s)) else a = convert(ET, div(checked_sub(start, stop), -s)) end return checked_add(a, oneunit(a)) end firstindex(r::StepRange{<:bigints,<:bitints}) = one(last(r)-first(r)) # some special cases to favor default Int type function length(r::OrdinalRange{<:smallints}) s = step(r) isempty(r) && return 0 # n.b. !(step isa T) return Int(div(Int(last(r)) - Int(first(r)), s)) + 1 end length(r::AbstractUnitRange{<:smallints}) = Int(last(r)) - Int(first(r)) + 1 length(r::OneTo{<:smallints}) = Int(r.stop) checked_length(r::OrdinalRange{<:smallints}) = length(r) checked_length(r::AbstractUnitRange{<:smallints}) = length(r) checked_length(r::OneTo{<:smallints}) = length(r) firstindex(::StepRange{<:smallints,<:bitints}) = 1 end first(r::OrdinalRange{T}) where {T} = convert(T, r.start) first(r::OneTo{T}) where {T} = oneunit(T) first(r::StepRangeLen) = unsafe_getindex(r, 1) first(r::LinRange) = r.start function first(r::OneTo, n::Integer) n < 0 && throw(ArgumentError("Number of elements must be non-negative")) OneTo(oftype(r.stop, min(r.stop, n))) end last(r::OrdinalRange{T}) where {T} = convert(T, r.stop) # via steprange_last last(r::StepRangeLen) = unsafe_getindex(r, length(r)) last(r::LinRange) = r.stop minimum(r::AbstractUnitRange) = isempty(r) ? throw(ArgumentError("range must be non-empty")) : first(r) maximum(r::AbstractUnitRange) = isempty(r) ? throw(ArgumentError("range must be non-empty")) : last(r) minimum(r::AbstractRange) = isempty(r) ? throw(ArgumentError("range must be non-empty")) : min(first(r), last(r)) maximum(r::AbstractRange) = isempty(r) ? throw(ArgumentError("range must be non-empty")) : max(first(r), last(r)) """ argmin(r::AbstractRange) Ranges can have multiple minimal elements. In that case `argmin` will return a minimal index, but not necessarily the first one. """ function argmin(r::AbstractRange) if isempty(r) throw(ArgumentError("range must be non-empty")) elseif step(r) > 0 firstindex(r) else lastindex(r) end end """ argmax(r::AbstractRange) Ranges can have multiple maximal elements. In that case `argmax` will return a maximal index, but not necessarily the first one. """ function argmax(r::AbstractRange) if isempty(r) throw(ArgumentError("range must be non-empty")) elseif step(r) > 0 lastindex(r) else firstindex(r) end end extrema(r::AbstractRange) = (minimum(r), maximum(r)) # Ranges are immutable copy(r::AbstractRange) = r ## iteration function iterate(r::Union{StepRangeLen,LinRange}, i::Integer=zero(length(r))) @inline i += oneunit(i) length(r) < i && return nothing unsafe_getindex(r, i), i end iterate(r::OrdinalRange) = isempty(r) ? nothing : (first(r), first(r)) function iterate(r::OrdinalRange{T}, i) where {T} @inline i == last(r) && return nothing next = convert(T, i + step(r)) (next, next) end ## indexing function isassigned(r::AbstractRange, i::Integer) i isa Bool && throw(ArgumentError("invalid index: $i of type Bool")) firstindex(r) <= i <= lastindex(r) end # `_getindex` is like `getindex` but does not check if `i isa Bool` function _getindex(v::AbstractRange, i::Integer) @boundscheck checkbounds(v, i) unsafe_getindex(v, i) end _in_unit_range(v::UnitRange, val, i::Integer) = i > 0 && val <= v.stop && val >= v.start function _getindex(v::UnitRange{T}, i::Integer) where T val = convert(T, v.start + (i - oneunit(i))) @boundscheck _in_unit_range(v, val, i) || throw_boundserror(v, i) val end const OverflowSafe = Union{Bool,Int8,Int16,Int32,Int64,Int128, UInt8,UInt16,UInt32,UInt64,UInt128} function _getindex(v::UnitRange{T}, i::Integer) where {T<:OverflowSafe} val = v.start + (i - oneunit(i)) @boundscheck _in_unit_range(v, val, i) || throw_boundserror(v, i) val % T end let BitInteger64 = Union{Int8,Int16,Int32,Int64,UInt8,UInt16,UInt32,UInt64} # for bootstrapping global function checkbounds(::Type{Bool}, v::StepRange{<:BitInteger64, <:BitInteger64}, i::BitInteger64) res = widemul(step(v), i-oneunit(i)) + first(v) (0 < i) & ifelse(0 < step(v), res <= last(v), res >= last(v)) end end # unsafe_getindex is separate to make it useful even when running with --check-bounds=yes # it assumes the index is inbounds but does not segfault even if the index is out of bounds. # it does not check if the index isa bool. unsafe_getindex(v::OneTo{T}, i::Integer) where T = convert(T, i) unsafe_getindex(v::AbstractRange{T}, i::Integer) where T = convert(T, first(v) + (i - oneunit(i))*step_hp(v)) function unsafe_getindex(r::StepRangeLen{T}, i::Integer) where T u = oftype(r.offset, i) - r.offset convert(T, (r.ref + u*r.step)) end unsafe_getindex(r::LinRange, i::Integer) = lerpi(i-oneunit(i), r.lendiv, r.start, r.stop) function lerpi(j::Integer, d::Integer, a::T, b::T) where T t = j/d # ∈ [0,1] # compute approximately fma(t, b, -fma(t, a, a)) return T((1-t)*a + t*b) end # non-scalar indexing getindex(r::AbstractRange, ::Colon) = copy(r) function getindex(r::AbstractUnitRange, s::AbstractUnitRange{T}) where {T<:Integer} @inline @boundscheck checkbounds(r, s) if T === Bool return range(first(s) ? first(r) : last(r), length = last(s)) else f = first(r) start = oftype(f, f + first(s) - firstindex(r)) len = length(s) stop = oftype(f, _range_wrapping_add(start, len - oneunit(len))) return range(start, stop) end end function getindex(r::OneTo{T}, s::OneTo) where T @inline @boundscheck checkbounds(r, s) return OneTo(T(s.stop)) end function getindex(r::AbstractUnitRange, s::StepRange{T}) where {T<:Integer} @inline @boundscheck checkbounds(r, s) if T === Bool len = Int(last(s)) return range(first(s) ? first(r) : last(r), step=oneunit(eltype(r)), length=len) else f = first(r) start = oftype(f, f + s.start - firstindex(r)) st = step(s) len = length(s) stop = oftype(f, start + (len - oneunit(len)) * (iszero(len) ? copysign(oneunit(st), st) : st)) return range(start, stop; step=st) end end function getindex(r::StepRange, s::AbstractRange{T}) where {T<:Integer} @inline @boundscheck checkbounds(r, s) if T === Bool # treat as a zero, one, or two-element vector, where at most one element is true # staying inbounds on the original range (preserving either start or # stop as either stop or start, depending on the length) st = step(s) nonempty = st > zero(st) ? last(s) : first(s) # n.b. isempty(r) implies isempty(r) which means !nonempty and !first(s) range((first(s) ⊻ nonempty) ⊻ isempty(r) ? last(r) : first(r), step=step(r), length=Int(nonempty)) else f = r.start fs = first(s) st = r.step start = oftype(f, f + (fs - firstindex(r)) * st) st *= step(s) len = length(s) # mimic steprange_last_empty here, to try to avoid overflow stop = oftype(f, start + (len - oneunit(len)) * (iszero(len) ? copysign(oneunit(st), st) : st)) return range(start, stop; step=st) end end function getindex(r::StepRangeLen{T}, s::OrdinalRange{S}) where {T, S<:Integer} @inline @boundscheck checkbounds(r, s) len = length(s) sstep = step_hp(s) rstep = step_hp(r) L = typeof(len) if S === Bool rstep *= one(sstep) if len == 0 return StepRangeLen{T}(first(r), rstep, zero(L), oneunit(L)) elseif len == 1 if first(s) return StepRangeLen{T}(first(r), rstep, oneunit(L), oneunit(L)) else return StepRangeLen{T}(first(r), rstep, zero(L), oneunit(L)) end else # len == 2 return StepRangeLen{T}(last(r), rstep, oneunit(L), oneunit(L)) end else # Find closest approach to offset by s ind = LinearIndices(s) offset = L(max(min(1 + round(L, (r.offset - first(s))/sstep), last(ind)), first(ind))) ref = _getindex_hiprec(r, first(s) + (offset - oneunit(offset)) * sstep) return StepRangeLen{T}(ref, rstep*sstep, len, offset) end end function _getindex_hiprec(r::StepRangeLen, i::Integer) # without rounding by T u = oftype(r.offset, i) - r.offset r.ref + u*r.step end function getindex(r::LinRange{T}, s::OrdinalRange{S}) where {T, S<:Integer} @inline @boundscheck checkbounds(r, s) len = length(s) L = typeof(len) if S === Bool if len == 0 return LinRange{T}(first(r), first(r), len) elseif len == 1 if first(s) return LinRange{T}(first(r), first(r), len) else return LinRange{T}(first(r), first(r), zero(L)) end else # length(s) == 2 return LinRange{T}(last(r), last(r), oneunit(L)) end else vfirst = unsafe_getindex(r, first(s)) vlast = unsafe_getindex(r, last(s)) return LinRange{T}(vfirst, vlast, len) end end show(io::IO, r::AbstractRange) = print(io, repr(first(r)), ':', repr(step(r)), ':', repr(last(r))) function show(io::IO, r::UnitRange) show(io, first(r)) print(io, ':') show(io, last(r)) end show(io::IO, r::OneTo) = print(io, "Base.OneTo(", r.stop, ")") function show(io::IO, r::StepRangeLen) if !iszero(step(r)) print(io, repr(first(r)), ':', repr(step(r)), ':', repr(last(r))) else # ugly temporary printing, to avoid 0:0:0 etc. print(io, "StepRangeLen(", repr(first(r)), ", ", repr(step(r)), ", ", repr(length(r)), ")") end end function ==(r::T, s::T) where {T<:AbstractRange} isempty(r) && return isempty(s) _has_length_one(r) && return _has_length_one(s) & (first(r) == first(s)) (first(r) == first(s)) & (step(r) == step(s)) & (last(r) == last(s)) end function ==(r::OrdinalRange, s::OrdinalRange) isempty(r) && return isempty(s) _has_length_one(r) && return _has_length_one(s) & (first(r) == first(s)) (first(r) == first(s)) & (step(r) == step(s)) & (last(r) == last(s)) end ==(r::AbstractUnitRange, s::AbstractUnitRange) = (isempty(r) & isempty(s)) | ((first(r) == first(s)) & (last(r) == last(s))) ==(r::OneTo, s::OneTo) = last(r) == last(s) ==(r::T, s::T) where {T<:Union{StepRangeLen,LinRange}} = (isempty(r) & isempty(s)) | ((first(r) == first(s)) & (length(r) == length(s)) & (last(r) == last(s))) function ==(r::Union{StepRange{T},StepRangeLen{T,T}}, s::Union{StepRange{T},StepRangeLen{T,T}}) where {T} isempty(r) && return isempty(s) _has_length_one(r) && return _has_length_one(s) & (first(r) == first(s)) (first(r) == first(s)) & (step(r) == step(s)) & (last(r) == last(s)) end _has_length_one(r::OrdinalRange) = first(r) == last(r) _has_length_one(r::AbstractRange) = isone(length(r)) function ==(r::AbstractRange, s::AbstractRange) lr = length(r) if lr != length(s) return false elseif iszero(lr) return true end yr, ys = iterate(r), iterate(s) while yr !== nothing yr[1] == ys[1] || return false yr, ys = iterate(r, yr[2]), iterate(s, ys[2]) end return true end function cmp(r1::T, r2::T) where {T <: AbstractRange} firstindex(r1) == firstindex(r2) || return cmp(firstindex(r1), firstindex(r2)) (isempty(r1) || isempty(r2)) && return cmp(isempty(r2), isempty(r1)) first(r1) != first(r2) && return cmp(first(r1), first(r2)) # Assume that ranges are monotonic and use the last shared element as a high precision proxy for step. n = min(lastindex(r1), lastindex(r2)) x1, x2 = r1[n], r2[n] x1 != x2 && return cmp(x1, x2) cmp(length(r1), length(r2)) end intersect(r::OneTo, s::OneTo) = OneTo(min(r.stop,s.stop)) union(r::OneTo, s::OneTo) = OneTo(max(r.stop,s.stop)) intersect(r::AbstractUnitRange{<:Integer}, s::AbstractUnitRange{<:Integer}) = max(first(r),first(s)):min(last(r),last(s)) intersect(i::Integer, r::AbstractUnitRange{<:Integer}) = range(max(i, first(r)), length=in(i, r)) intersect(r::AbstractUnitRange{<:Integer}, i::Integer) = intersect(i, r) function intersect(r::AbstractUnitRange{<:Integer}, s::StepRange{<:Integer}) T = promote_type(eltype(r), eltype(s)) if isempty(s) StepRange{T}(first(r), +step(s), first(r)-step(s)) else sta, ste, sto = first_step_last_ascending(s) lo = first(r) hi = last(r) i0 = max(sta, lo + mod(sta - lo, ste)) i1 = min(sto, hi - mod(hi - sta, ste)) StepRange{T}(i0, ste, i1) end end function first_step_last_ascending(r::StepRange) if step(r) < zero(step(r)) last(r), -step(r), first(r) else first(r), +step(r), last(r) end end function intersect(r::StepRange{<:Integer}, s::AbstractUnitRange{<:Integer}) if step(r) < 0 reverse(intersect(s, reverse(r))) else intersect(s, r) end end function intersect(r::StepRange, s::StepRange) T = promote_type(eltype(r), eltype(s)) S = promote_type(typeof(step(r)), typeof(step(s))) if isempty(r) || isempty(s) return StepRange{T,S}(first(r), step(r), first(r)-step(r)) end start1, step1, stop1 = first_step_last_ascending(r) start2, step2, stop2 = first_step_last_ascending(s) a = lcm(step1, step2) g, x, _ = gcdx(step1, step2) if !iszero(rem(start1 - start2, g)) # Unaligned, no overlap possible. if step(r) < zero(step(r)) return StepRange{T,S}(stop1, -a, stop1+a) else return StepRange{T,S}(start1, a, start1-a) end end z = div(start1 - start2, g) b = start1 - x * z * step1 # Possible points of the intersection of r and s are # ..., b-2a, b-a, b, b+a, b+2a, ... # Determine where in the sequence to start and stop. m = max(start1 + mod(b - start1, a), start2 + mod(b - start2, a)) n = min(stop1 - mod(stop1 - b, a), stop2 - mod(stop2 - b, a)) step(r) < zero(step(r)) ? StepRange{T,S}(n, -a, m) : StepRange{T,S}(m, a, n) end function intersect(r1::AbstractRange, r2::AbstractRange) # To iterate over the shorter range length(r1) > length(r2) && return intersect(r2, r1) r1 = unique(r1) T = promote_eltype(r1, r2) return T[x for x in r1 if x ∈ r2] end function intersect(r1::AbstractRange, r2::AbstractRange, r3::AbstractRange, r::AbstractRange...) i = intersect(intersect(r1, r2), r3) for t in r i = intersect(i, t) end i end # _findin (the index of intersection) function _findin(r::AbstractRange{<:Integer}, span::AbstractUnitRange{<:Integer}) fspan = first(span) lspan = last(span) fr = first(r) lr = last(r) sr = step(r) if sr > 0 ifirst = fr >= fspan ? 1 : cld(fspan-fr, sr)+1 ilast = lr <= lspan ? length(r) : length(r) - cld(lr-lspan, sr) elseif sr < 0 ifirst = fr <= lspan ? 1 : cld(lspan-fr, sr)+1 ilast = lr >= fspan ? length(r) : length(r) - cld(lr-fspan, sr) else ifirst = fr >= fspan ? 1 : length(r)+1 ilast = fr <= lspan ? length(r) : 0 end r isa AbstractUnitRange ? (ifirst:ilast) : (ifirst:1:ilast) end issubset(r::OneTo, s::OneTo) = r.stop <= s.stop issubset(r::AbstractUnitRange{<:Integer}, s::AbstractUnitRange{<:Integer}) = isempty(r) || (first(r) >= first(s) && last(r) <= last(s)) ## linear operations on ranges ## -(r::OrdinalRange) = range(-first(r), step=negate(step(r)), length=length(r)) -(r::StepRangeLen{T,R,S,L}) where {T,R,S,L} = StepRangeLen{T,R,S,L}(-r.ref, -r.step, r.len, r.offset) function -(r::LinRange) start = -r.start LinRange{typeof(start)}(start, -r.stop, length(r)) end # promote eltype if at least one container wouldn't change, otherwise join container types. el_same(::Type{T}, a::Type{<:AbstractArray{T,n}}, b::Type{<:AbstractArray{T,n}}) where {T,n} = a # we assume a === b el_same(::Type{T}, a::Type{<:AbstractArray{T,n}}, b::Type{<:AbstractArray{S,n}}) where {T,S,n} = a el_same(::Type{T}, a::Type{<:AbstractArray{S,n}}, b::Type{<:AbstractArray{T,n}}) where {T,S,n} = b el_same(::Type, a, b) = promote_typejoin(a, b) promote_rule(a::Type{UnitRange{T1}}, b::Type{UnitRange{T2}}) where {T1,T2} = el_same(promote_type(T1, T2), a, b) UnitRange{T}(r::UnitRange{T}) where {T<:Real} = r UnitRange{T}(r::UnitRange) where {T<:Real} = UnitRange{T}(r.start, r.stop) promote_rule(a::Type{OneTo{T1}}, b::Type{OneTo{T2}}) where {T1,T2} = el_same(promote_type(T1, T2), a, b) OneTo{T}(r::OneTo{T}) where {T<:Integer} = r OneTo{T}(r::OneTo) where {T<:Integer} = OneTo{T}(r.stop) promote_rule(a::Type{OneTo{T1}}, ::Type{UR}) where {T1,UR<:AbstractUnitRange} = promote_rule(UnitRange{T1}, UR) promote_rule(a::Type{UnitRange{T1}}, ::Type{UR}) where {T1,UR<:AbstractUnitRange} = promote_rule(a, UnitRange{eltype(UR)}) UnitRange{T}(r::AbstractUnitRange) where {T<:Real} = UnitRange{T}(first(r), last(r)) UnitRange(r::AbstractUnitRange) = UnitRange(first(r), last(r)) AbstractUnitRange{T}(r::AbstractUnitRange{T}) where {T} = r AbstractUnitRange{T}(r::UnitRange) where {T} = UnitRange{T}(r) AbstractUnitRange{T}(r::OneTo) where {T} = OneTo{T}(r) OrdinalRange{T, S}(r::OrdinalRange) where {T, S} = StepRange{T, S}(r) OrdinalRange{T, T}(r::AbstractUnitRange) where {T} = AbstractUnitRange{T}(r) function promote_rule(::Type{StepRange{T1a,T1b}}, ::Type{StepRange{T2a,T2b}}) where {T1a,T1b,T2a,T2b} Tb = promote_type(T1b, T2b) # el_same only operates on array element type, so just promote second type parameter el_same(promote_type(T1a, T2a), StepRange{T1a,Tb}, StepRange{T2a,Tb}) end StepRange{T1,T2}(r::StepRange{T1,T2}) where {T1,T2} = r StepRange{T}(r::StepRange{T}) where {T} = r StepRange(r::StepRange) = r promote_rule(a::Type{StepRange{T1a,T1b}}, ::Type{UR}) where {T1a,T1b,UR<:AbstractUnitRange} = promote_rule(a, StepRange{eltype(UR), eltype(UR)}) StepRange{T1,T2}(r::AbstractRange) where {T1,T2} = StepRange{T1,T2}(convert(T1, first(r)), convert(T2, step(r)), convert(T1, last(r))) StepRange(r::OrdinalRange{T,S}) where {T,S} = StepRange{T,S}(first(r), step(r), last(r)) StepRange{T}(r::OrdinalRange{<:Any,S}) where {T,S} = StepRange{T,S}(first(r), step(r), last(r)) (StepRange{T1,T2} where T1)(r::AbstractRange) where {T2} = StepRange{eltype(r),T2}(r) StepRange(r::StepRangeLen) = StepRange{eltype(r)}(r) StepRange{T}(r::StepRangeLen{<:Any,<:Any,S}) where {T,S} = StepRange{T,S}(r) function promote_rule(::Type{StepRangeLen{T1,R1,S1,L1}},::Type{StepRangeLen{T2,R2,S2,L2}}) where {T1,T2,R1,R2,S1,S2,L1,L2} R, S, L = promote_type(R1, R2), promote_type(S1, S2), promote_type(L1, L2) el_same(promote_type(T1, T2), StepRangeLen{T1,R,S,L}, StepRangeLen{T2,R,S,L}) end StepRangeLen{T,R,S,L}(r::StepRangeLen{T,R,S,L}) where {T,R,S,L} = r StepRangeLen{T,R,S,L}(r::StepRangeLen) where {T,R,S,L} = StepRangeLen{T,R,S,L}(convert(R, r.ref), convert(S, r.step), convert(L, r.len), convert(L, r.offset)) StepRangeLen{T}(r::StepRangeLen) where {T} = StepRangeLen(convert(T, r.ref), convert(T, r.step), r.len, r.offset) promote_rule(a::Type{StepRangeLen{T,R,S,L}}, ::Type{OR}) where {T,R,S,L,OR<:AbstractRange} = promote_rule(a, StepRangeLen{eltype(OR), eltype(OR), eltype(OR), Int}) StepRangeLen{T,R,S,L}(r::AbstractRange) where {T,R,S,L} = StepRangeLen{T,R,S,L}(R(first(r)), S(step(r)), length(r)) StepRangeLen{T}(r::AbstractRange) where {T} = StepRangeLen(T(first(r)), T(step(r)), length(r)) StepRangeLen(r::AbstractRange) = StepRangeLen{eltype(r)}(r) function promote_rule(a::Type{LinRange{T1,L1}}, b::Type{LinRange{T2,L2}}) where {T1,T2,L1,L2} L = promote_type(L1, L2) el_same(promote_type(T1, T2), LinRange{T1,L}, LinRange{T2,L}) end LinRange{T,L}(r::LinRange{T,L}) where {T,L} = r LinRange{T,L}(r::AbstractRange) where {T,L} = LinRange{T,L}(first(r), last(r), length(r)) LinRange{T}(r::AbstractRange) where {T} = LinRange{T,typeof(length(r))}(first(r), last(r), length(r)) LinRange(r::AbstractRange{T}) where {T} = LinRange{T}(r) promote_rule(a::Type{LinRange{T,L}}, ::Type{OR}) where {T,L,OR<:OrdinalRange} = promote_rule(a, LinRange{eltype(OR),L}) promote_rule(::Type{LinRange{A,L}}, b::Type{StepRangeLen{T2,R2,S2,L2}}) where {A,L,T2,R2,S2,L2} = promote_rule(StepRangeLen{A,A,A,L}, b) ## concatenation ## function vcat(rs::AbstractRange{T}...) where T n::Int = 0 for ra in rs n += length(ra) end a = Vector{T}(undef, n) i = 1 for ra in rs, x in ra @inbounds a[i] = x i += 1 end return a end # This method differs from that for AbstractArrays as it # use iteration instead of indexing. This works even if certain # non-standard ranges don't support indexing. # See https://github.com/JuliaLang/julia/pull/27302 # Similarly, collect(r::AbstractRange) uses iteration function Array{T,1}(r::AbstractRange{T}) where {T} a = Vector{T}(undef, length(r)) i = 1 for x in r @inbounds a[i] = x i += 1 end return a end collect(r::AbstractRange) = Array(r) _reverse(r::OrdinalRange, ::Colon) = (:)(last(r), negate(step(r)), first(r)) function _reverse(r::StepRangeLen, ::Colon) # If `r` is empty, `length(r) - r.offset + 1 will be nonpositive hence # invalid. As `reverse(r)` is also empty, any offset would work so we keep # `r.offset` offset = isempty(r) ? r.offset : length(r)-r.offset+1 return typeof(r)(r.ref, negate(r.step), length(r), offset) end _reverse(r::LinRange{T}, ::Colon) where {T} = typeof(r)(r.stop, r.start, length(r)) ## sorting ## issorted(r::AbstractUnitRange) = true issorted(r::AbstractRange) = length(r) <= 1 || step(r) >= zero(step(r)) sort(r::AbstractUnitRange) = r sort!(r::AbstractUnitRange) = r sort(r::AbstractRange) = issorted(r) ? r : reverse(r) sortperm(r::AbstractUnitRange) = eachindex(r) sortperm(r::AbstractRange) = issorted(r) ? (firstindex(r):1:lastindex(r)) : (lastindex(r):-1:firstindex(r)) function sum(r::AbstractRange{<:Real}) l = length(r) # note that a little care is required to avoid overflow in l*(l-1)/2 return l * first(r) + (iseven(l) ? (step(r) * (l-1)) * (l>>1) : (step(r) * l) * ((l-1)>>1)) end function _in_range(x, r::AbstractRange) isempty(r) && return false f, l = first(r), last(r) # check for NaN, Inf, and large x that may overflow in the next calculation f <= x <= l || l <= x <= f || return false iszero(step(r)) && return true n = round(Integer, (x - f) / step(r)) + 1 n >= 1 && n <= length(r) && r[n] == x end in(x::Real, r::AbstractRange{<:Real}) = _in_range(x, r) # This method needs to be defined separately since -(::T, ::T) can be implemented # even if -(::T, ::Real) is not in(x::T, r::AbstractRange{T}) where {T} = _in_range(x, r) in(x::Integer, r::AbstractUnitRange{<:Integer}) = (first(r) <= x) & (x <= last(r)) in(x::Real, r::AbstractRange{T}) where {T<:Integer} = isinteger(x) && !isempty(r) && (iszero(step(r)) ? x == first(r) : (x >= minimum(r) && x <= maximum(r) && (mod(convert(T,x),step(r))-mod(first(r),step(r)) == 0))) in(x::AbstractChar, r::AbstractRange{<:AbstractChar}) = !isempty(r) && (iszero(step(r)) ? x == first(r) : (x >= minimum(r) && x <= maximum(r) && (mod(Int(x) - Int(first(r)), step(r)) == 0))) # Addition/subtraction of ranges function _define_range_op(@nospecialize f) @eval begin function $f(r1::OrdinalRange, r2::OrdinalRange) r1l = length(r1) (r1l == length(r2) || throw(DimensionMismatch("argument dimensions must match: length of r1 is $r1l, length of r2 is $(length(r2))"))) StepRangeLen($f(first(r1), first(r2)), $f(step(r1), step(r2)), r1l) end function $f(r1::LinRange{T}, r2::LinRange{T}) where T len = r1.len (len == r2.len || throw(DimensionMismatch("argument dimensions must match: length of r1 is $len, length of r2 is $(r2.len)"))) LinRange{T}(convert(T, $f(first(r1), first(r2))), convert(T, $f(last(r1), last(r2))), len) end $f(r1::Union{StepRangeLen, OrdinalRange, LinRange}, r2::Union{StepRangeLen, OrdinalRange, LinRange}) = $f(promote(r1, r2)...) end end _define_range_op(:+) _define_range_op(:-) function +(r1::StepRangeLen{T,S}, r2::StepRangeLen{T,S}) where {T,S} len = length(r1) (len == length(r2) || throw(DimensionMismatch("argument dimensions must match: length of r1 is $len, length of r2 is $(length(r2))"))) StepRangeLen(first(r1)+first(r2), step(r1)+step(r2), len) end -(r1::StepRangeLen, r2::StepRangeLen) = +(r1, -r2) # Modular arithmetic on ranges """ mod(x::Integer, r::AbstractUnitRange) Find `y` in the range `r` such that `x` ≡ `y` (mod `n`), where `n = length(r)`, i.e. `y = mod(x - first(r), n) + first(r)`. See also [`mod1`](@ref). # Examples ```jldoctest julia> mod(0, Base.OneTo(3)) # mod1(0, 3) 3 julia> mod(3, 0:2) # mod(3, 3) 0 ``` !!! compat "Julia 1.3" This method requires at least Julia 1.3. """ mod(i::Integer, r::OneTo) = mod1(i, last(r)) mod(i::Integer, r::AbstractUnitRange{<:Integer}) = mod(i-first(r), length(r)) + first(r) """ logrange(start, stop, length) logrange(start, stop; length) Construct a specialized array whose elements are spaced logarithmically between the given endpoints. That is, the ratio of successive elements is a constant, calculated from the length. This is similar to `geomspace` in Python. Unlike `PowerRange` in Mathematica, you specify the number of elements not the ratio. Unlike `logspace` in Python and Matlab, the `start` and `stop` arguments are always the first and last elements of the result, not powers applied to some base. # Examples ```jldoctest julia> logrange(10, 4000, length=3) 3-element Base.LogRange{Float64, Base.TwicePrecision{Float64}}: 10.0, 200.0, 4000.0 julia> ans[2] ≈ sqrt(10 * 4000) # middle element is the geometric mean true julia> range(10, 40, length=3)[2] ≈ (10 + 40)/2 # arithmetic mean true julia> logrange(1f0, 32f0, 11) 11-element Base.LogRange{Float32, Float64}: 1.0, 1.41421, 2.0, 2.82843, 4.0, 5.65685, 8.0, 11.3137, 16.0, 22.6274, 32.0 julia> logrange(1, 1000, length=4) ≈ 10 .^ (0:3) true ``` See the [`LogRange`](@ref Base.LogRange) type for further details. See also [`range`](@ref) for linearly spaced points. !!! compat "Julia 1.11" This function requires at least Julia 1.11. """ logrange(start::Real, stop::Real, length::Integer) = LogRange(start, stop, Int(length)) logrange(start::Real, stop::Real; length::Integer) = logrange(start, stop, length) """ LogRange{T}(start, stop, len) <: AbstractVector{T} A range whose elements are spaced logarithmically between `start` and `stop`, with spacing controlled by `len`. Returned by [`logrange`](@ref). Like [`LinRange`](@ref), the first and last elements will be exactly those provided, but intermediate values may have small floating-point errors. These are calculated using the logs of the endpoints, which are stored on construction, often in higher precision than `T`. # Examples ```jldoctest julia> logrange(1, 4, length=5) 5-element Base.LogRange{Float64, Base.TwicePrecision{Float64}}: 1.0, 1.41421, 2.0, 2.82843, 4.0 julia> Base.LogRange{Float16}(1, 4, 5) 5-element Base.LogRange{Float16, Float64}: 1.0, 1.414, 2.0, 2.828, 4.0 julia> logrange(1e-310, 1e-300, 11)[1:2:end] 6-element Vector{Float64}: 1.0e-310 9.999999999999974e-309 9.999999999999981e-307 9.999999999999988e-305 9.999999999999994e-303 1.0e-300 julia> prevfloat(1e-308, 5) == ans[2] true ``` Note that integer eltype `T` is not allowed. Use for instance `round.(Int, xs)`, or explicit powers of some integer base: ```jldoctest julia> xs = logrange(1, 512, 4) 4-element Base.LogRange{Float64, Base.TwicePrecision{Float64}}: 1.0, 8.0, 64.0, 512.0 julia> 2 .^ (0:3:9) |> println [1, 8, 64, 512] ``` !!! compat "Julia 1.11" This type requires at least Julia 1.11. """ struct LogRange{T<:Real,X} <: AbstractArray{T,1} start::T stop::T len::Int extra::Tuple{X,X} function LogRange{T}(start::T, stop::T, len::Int) where {T<:Real} if T <: Integer # LogRange{Int}(1, 512, 4) produces InexactError: Int64(7.999999999999998) throw(ArgumentError("LogRange{T} does not support integer types")) end if iszero(start) || iszero(stop) throw(DomainError((start, stop), "LogRange cannot start or stop at zero")) elseif start < 0 || stop < 0 # log would throw, but _log_twice64_unchecked does not throw(DomainError((start, stop), "LogRange does not accept negative numbers")) elseif !isfinite(start) || !isfinite(stop) throw(DomainError((start, stop), "LogRange is only defined for finite start & stop")) elseif len < 0 throw(ArgumentError(LazyString( "LogRange(", start, ", ", stop, ", ", len, "): can't have negative length"))) elseif len == 1 && start != stop throw(ArgumentError(LazyString( "LogRange(", start, ", ", stop, ", ", len, "): endpoints differ, while length is 1"))) end ex = _logrange_extra(start, stop, len) new{T,typeof(ex[1])}(start, stop, len, ex) end end function LogRange{T}(start::Real, stop::Real, len::Integer) where {T} LogRange{T}(convert(T, start), convert(T, stop), convert(Int, len)) end function LogRange(start::Real, stop::Real, len::Integer) T = float(promote_type(typeof(start), typeof(stop))) LogRange{T}(convert(T, start), convert(T, stop), convert(Int, len)) end size(r::LogRange) = (r.len,) length(r::LogRange) = r.len first(r::LogRange) = r.start last(r::LogRange) = r.stop function _logrange_extra(a::Real, b::Real, len::Int) loga = log(1.0 * a) # widen to at least Float64 logb = log(1.0 * b) (loga/(len-1), logb/(len-1)) end function _logrange_extra(a::Float64, b::Float64, len::Int) loga = _log_twice64_unchecked(a) logb = _log_twice64_unchecked(b) # The reason not to do linear interpolation on log(a)..log(b) in `getindex` is # that division of TwicePrecision is quite slow, so do it once on construction: (loga/(len-1), logb/(len-1)) end function getindex(r::LogRange{T}, i::Int) where {T} @inline @boundscheck checkbounds(r, i) i == 1 && return r.start i == r.len && return r.stop # Main path uses Math.exp_impl for TwicePrecision, but is not perfectly # accurate, hence the special cases for endpoints above. logx = (r.len-i) * r.extra[1] + (i-1) * r.extra[2] x = _exp_allowing_twice64(logx) return T(x) end function show(io::IO, r::LogRange{T}) where {T} print(io, "LogRange{", T, "}(") ioc = IOContext(io, :typeinfo => T) show(ioc, first(r)) print(io, ", ") show(ioc, last(r)) print(io, ", ") show(io, length(r)) print(io, ')') end # Implementation detail of @world # The rest of this is defined in essentials.jl, but UnitRange is not available function _resolve_in_world(worlds::UnitRange, gr::GlobalRef) # Validate that this binding's reference covers the entire world range bpart = lookup_binding_partition(UInt(first(worlds)), gr) if bpart.max_world < last(worlds) error("Binding does not cover the full world range") end _resolve_in_world(UInt(last(worlds)), gr) end