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faster randn! and randexp! for Xoshiro
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NEWS.md
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])

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]].

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])
* New macro `Base.@invoke f(arg1::T1, arg2::T2; kwargs...)` provides an easier syntax to call `invoke(f, Tuple{T1,T2}; kwargs...)` ([#38438])
* 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 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
------------------------

* `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]).
* `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])

#### 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


#### 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]`). Multiple semicolons are being reserved for future syntax and may have different behavior in a future release.


External dependencies
---------------------


Tooling Improvements
---------------------


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