Julia v1.7 Release Notes ======================== New language features --------------------- * `(; a, b) = x` can now be used to destructure properties `a` and `b` of `x`. This syntax is equivalent to `a = getproperty(x, :a)` and similarly for `b`. ([#39285]) * Implicit multiplication by juxtaposition is now allowed for radical symbols (e.g., `x√y` and `x∛y`). ([#40173]) * The short-circuiting operators `&&` and `||` can now be dotted to participate in broadcast fusion as `.&&` and `.||`. ([#39594]) * `⫪` (U+2AEA, `\Top`, `\downvDash`) and `⫫` (U+2AEB, `\Bot`, `\upvDash`, `\indep`) may now be used as binary operators with comparison precedence. ([#39403]) * Repeated semicolons may now be used inside array literals to separate dimensions of an array, with the number of semicolons specifying the particular dimension. Just as the single semicolon in `[A; B]` has always described concatenating along the first dimension (vertically), now two semicolons `[A;; B]` do so in the second dimension (horizontally), three semicolons `;;;` in the third, and so on. ([#33697]) Language changes ---------------- * `macroexpand`, `@macroexpand`, and `@macroexpand1` no longer wrap errors in a `LoadError`. To reduce breakage, `@test_throws` has been modified so that many affected tests will still pass ([#38379]]. * The middle dot `·` (`\cdotp` U+00b7) and the Greek interpunct `·` (U+0387) are now treated as equivalent to the dot operator `⋅` (`\cdot` U+22c5) (#25157). Compiler/Runtime improvements ----------------------------- Command-line option changes --------------------------- * The Julia `--project` option and the `JULIA_PROJECT` environment variable now support selecting shared environments like `.julia/environments/myenv` the same way the package management console does: use `julia --project=@myenv` resp. `export JULIA_PROJECT="@myenv"` ([#40025]). Multi-threading changes ----------------------- * If the `JULIA_NUM_THREADS` environment variable is set to `auto`, then the number of threads will be set to the number of CPU threads ([#38952]) Build system changes -------------------- New library functions --------------------- * Two argument methods `findmax(f, domain)`, `argmax(f, domain)` and the corresponding `min` versions ([#27613]). * `isunordered(x)` returns true if `x` is value that is normally unordered, such as `NaN` or `missing`. * New macro `Base.@invokelatest f(args...; kwargs...)` provides a convenient way to call `Base.invokelatest(f, args...; kwargs...)` ([#37971]) * Two arguments method `lock(f, lck)` now accepts a `Channel` as the second argument. ([#39312]) * New functor `Returns(value)`, which returns `value` for any arguments ([#39794]) * New macro `Base.@invoke f(arg1::T1, arg2::T2; kwargs...)` provides an easier syntax to call `invoke(f, Tuple{T1,T2}, arg1, arg2; kwargs...)` ([#38438]) * New macros `@something` and `@coalesce` which are short-circuiting versions of `something` and `coalesce`, respectively ([#40729]) New library features -------------------- * The optional keyword argument `context` of `sprint` can now be set to a tuple of `:key => value` pairs to specify multiple attributes. ([#39381]) * `bytes2hex` and `hex2bytes` are no longer limited to arguments of type `Union{String,AbstractVector{UInt8}}` and now only require that they're iterable and have a length. ([#39710]) Standard library changes ------------------------ * Long strings are now elided using the syntax `"head" ⋯ 12345 bytes ⋯ "tail"` when displayed in the REPL ([#40736]). * `count` and `findall` now accept an `AbstractChar` argument to search for a character in a string ([#38675]). * `range` now supports the `range(start, stop)` and `range(start, stop, length)` methods ([#39228]). * `range` now supports `start` as an optional keyword argument ([#38041]). * Some operations on ranges will return a `StepRangeLen` instead of a `StepRange`, to allow the resulting step to be zero. Previously, `λ .* (1:9)` gave an error when `λ = 0`. ([#40320]) * `islowercase` and `isuppercase` are now compliant with the Unicode lower/uppercase categories ([#38574]). * `iseven` and `isodd` functions now support non-`Integer` numeric types ([#38976]). * `escape_string` can now receive a collection of characters in the keyword `keep` that are to be kept as they are. ([#38597]). * `getindex` can now be used on `NamedTuple`s with multiple values ([#38878]) * Subtypes of `AbstractRange` now correctly follow the general array indexing behavior when indexed by `Bool`s, erroring for scalar `Bool`s and treating arrays (including ranges) of `Bool` as an logical index ([#31829]) * `keys(::RegexMatch)` is now defined to return the capture's keys, by name if named, or by index if not ([#37299]). * `keys(::Generator)` is now defined to return the iterator's keys ([#34678]) * `RegexMatch` now iterate to give their captures. ([#34355]). * `Test.@test` now accepts `broken` and `skip` boolean keyword arguments, which mimic `Test.@test_broken` and `Test.@test_skip` behavior, but allows skipping tests failing only under certain conditions. For example ```julia if T == Float64 @test_broken isequal(complex(one(T)) / complex(T(Inf), T(-Inf)), complex(zero(T), zero(T))) else @test isequal(complex(one(T)) / complex(T(Inf), T(-Inf)), complex(zero(T), zero(T))) end ``` can be replaced by ```julia @test isequal(complex(one(T)) / complex(T(Inf), T(-Inf)), complex(zero(T), zero(T))) broken=(T == Float64) ``` ([#39322]) * `@lock` is now exported from Base ([#39588]). * The experimental function `Base.catch_stack()` has been renamed to `current_exceptions()`, exported from Base and given a more specific return type ([#29901]) * Some degree trigonometric functions, `sind`, `cosd`, `tand`, `asind`, `acosd`, `asecd`, `acscd`, `acotd`, `atand` now accept an square matrix ([#39758]). #### Package Manager #### LinearAlgebra * Use [Libblastrampoline](https://github.com/staticfloat/libblastrampoline/) to pick a BLAS and LAPACK at runtime. By default it forwards to OpenBLAS in the Julia distribution. The forwarding mechanism can be used by packages to replace the BLAS and LAPACK with user preferences. ([#39455]) * On aarch64, OpenBLAS now uses an ILP64 BLAS like all other 64-bit platforms. ([#39436]) * OpenBLAS is updated to 0.3.13. ([#39216]) * SuiteSparse is updated to 5.8.1. ([#39455]) * The shape of an `UpperHessenberg` matrix is preserved under certain arithmetic operations, e.g. when multiplying or dividing by an `UpperTriangular` matrix. ([#40039]) * `cis(A)` now supports matrix arguments ([#40194]). * `dot` now supports `UniformScaling` with `AbstractMatrix` ([#40250]). #### Markdown #### Printf #### Random #### REPL #### SparseArrays * new `sizehint!(::SparseMatrixCSC, ::Integer)` method ([#30676]). * `cholesky()` now fully preserves the user-specified permutation. ([#40560]) * `issparse` now applies consistently to all wrapper arrays, including nested, by checking `issparse` on the wrapped parent array ([#37644]). #### Dates * The `Dates.periods` function can be used to get the `Vector` of `Period`s that comprise a `CompoundPeriod` ([#39169]). #### Statistics #### Sockets #### Distributed #### UUIDs #### Mmap * `mmap` is now exported ([#39816]). #### DelimitedFiles * `readdlm` now defaults to `use_mmap=false` on all OSes for consistent reliability in abnormal filesystem situations ([#40415]). Deprecated or removed --------------------- - Multiple successive semicolons in an array expresion were previously ignored (e.g., `[1 ;; 2] == [1 ; 2]`). This is now being used to separate dimensions for array literals. (see **New language features**) External dependencies --------------------- Tooling Improvements ---------------------