JuliaParallel / JuliaParallel/DistributedArrays.jl

DArray roadmap

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描述

### object identity and equality
- [x] copy
- [x] deepcopy (aliases)
- [ ] hash (works but through the `AbstractArray` fallback)
- [x] identity
- [x] isbits
- [ ] isequal (works but through the `AbstractArray` fallback)
- [x] isimmutable
- [ ] lexless (works but through the `AbstractArray` fallback. It just requires `lexcmp`)
- [ ] lexcmp (works but through the `AbstractArray` fallback)
- [x] object_id
- [x] sizeof
### collections
- [x] all!
- [x] all
- [x] any!
- [x] any
- ~~collect~~
- [ ] contains (works but through the `AbstractArray` fallback)
- [x] count
- [ ] deleteat!
- [x] eltype
- [ ] empty!
- [x] endof
- [ ] filter!
- [ ] filter
- [ ] foldl (works but through the `AbstractArray` fallback)
- [ ] foldr (works but through the `AbstractArray` fallback)
- [x] get
- [ ] get!
- [x] getindex
- [ ] in (works but through the `AbstractArray` fallback)
- [ ] intersect!
- [ ] intersect (works but through the `AbstractArray` fallback)
- [x] isempty
- [ ] issubset (works but through the `AbstractArray` fallback)
- [x] length
- [x] map!
- [x] map
- [ ] mapfoldl (works but through the `AbstractArray` fallback)
- [ ] mapfoldr (works but through the `AbstractArray` fallback)
- [x] mapreduce
- [x] mapreducedim
- [x] reduce
- [ ] setdiff (works but through the `AbstractArray` fallback)
- [ ] setindex!
- [x] similar
- ~~sizehint!~~ (Probably doesn't make sense)
- [ ] splice!
- [ ] symdiff (works but through the `AbstractArray` fallback)
- [ ] union (works but through the `AbstractArray` fallback)
- [ ] unique (works but through the `AbstractArray` fallback)
### iteration (works but through the `AbstractArray` fallback. This requires some care to work well)
- [ ] done
- [ ] enumerate
- [ ] next
- [ ] start
- [ ] zip
- [ ] rest
- [ ] countfrom
- [ ] take
- [ ] drop
- [ ] cycle
- [ ] repeated
### arrays
- [ ] broadcast!
- [x] broadcast
- [ ] cat
- [x] checkbounds
- [ ] circshift
- [ ] conj!
- [x] copy!
- [ ] cummax
- [ ] cummin
- [ ] cumprod
- [ ] cumprod!
- [ ] cumsum
- [ ] cumsum!
- [ ] cumsum_kbn
- [x] eachindex
- [ ] extrema (works but through the `AbstractArray` fallback)
- [x] fill!
- [ ] find (works but through the `AbstractArray` fallback)
- [ ] findfirst (works but through the `AbstractArray` fallback)
- [ ] findlast (works but through the `AbstractArray` fallback)
- [ ] findin (works but through the `AbstractArray` fallback)
- [ ] findmax (works but through the `AbstractArray` fallback)
- [ ] findmin (works but through the `AbstractArray` fallback)
- [ ] findn (works but through the `AbstractArray` fallback)
- [ ] findnext (works but through the `AbstractArray` fallback)
- [ ] findprev (works but through the `AbstractArray` fallback)
- [ ] findnz (works but through the `AbstractArray` fallback)
- [ ] first (works but through the `AbstractArray` fallback)
- [ ] flipdim
- ~~gradient~~ (will probably go away in base)
- [ ] hcat
- [ ] hvcat
- [x] ind2sub
- [ ] indexin (works but through the `AbstractArray` fallback)
- [ ] indmax (works but through the `AbstractArray` fallback)
- [ ] indmin (works but through the `AbstractArray` fallback)
- [ ] invperm
- [ ] ipermute!
- [ ] ipermutedims
- [ ] isperm (works but through the `AbstractArray` fallback)
- [ ] issorted (works but through the `AbstractArray` fallback)
- [ ] last (works but through the `AbstractArray` fallback)
- [ ] linspace (`dlinspace`?)
- [ ] logspace (`dlogspace`?)
- [x] mapslices
- [ ] max (works but through the `AbstractArray` fallback)
- [x] maxabs
- [ ] maxabs!
- [ ] maximum!
- [x] maximum
- [ ] min (works but through the `AbstractArray` fallback)
- [x] minabs
- [ ] minabs!
- [ ] minimum!
- [x] minimum
- [ ] minmax
- [x] ndims
- [x] nnz
- [ ] nonzeros
- [x] countnz
- [x] ones
- [x] parent
- [x] parentindexes
- [ ] permute!
- [ ] permutedims
- [ ] permutedims!
- [ ] prod!
- [x] prod
- [x] promote_shape
- [ ] randcycle (`drandcycle`)
- [ ] randperm (`drandperm`)
- [ ] randsubseq! (works but through the `AbstractArray` fallback)
- [ ] randsubseq (works but through the `AbstractArray` fallback)
- [x] reducedim
- [ ] repmat
- [x] reshape
- [ ] reverse!
- [ ] reverse
- [ ] rot180
- [ ] rotl90
- [ ] rotr90
- [ ] searchsorted (works but through the `AbstractArray` fallback)
- [ ] searchsortedfirst (works but through the `AbstractArray` fallback)
- [ ] searchsortedlast (works but through the `AbstractArray` fallback)
- [ ] select!
- [ ] select
- [ ] shuffle
- [ ] shuffle!
- [x] size
- [x] view
- [ ] slicedim
- [ ] sort!
- [x] sort
- [ ] sortcols
- [ ] sortperm (works but through the `AbstractArray` fallback)
- [ ] sortperm!
- [ ] sortrows
- [ ] squeeze
- [ ] step
- [ ] stride
- [ ] strides
- [ ] sub
- [ ] sub2ind
- [ ] sum!
- [x] sum
- [ ] sumabs!
- [x] sumabs
- [ ] sumabs2!
- [x] sumabs2
- [ ] sum_kbn
- [ ] vcat
- [ ] vec
- [x] zeros
### linear algebra
- [ ] bkfact!
- [ ] bkfact
- [ ] blas_set_num_threads
- [ ] blkdiag
- [ ] chol
- [ ] cholfact!
- [ ] cholfact
- [ ] cond
- [ ] condskeel
- [ ] cross
- [ ] ctranspose!
- [x] ctranspose
- [ ] det
- [ ] diag
- [ ] diagind
- [ ] diagm
- [ ] diff
- [ ] dot
- [ ] eig
- [ ] eigfact!
- [ ] eigfact
- [ ] eigmax
- [ ] eigmin
- [ ] eigs
- [ ] eigvals
- [ ] eigvals!
- [ ] eigvecs
- [ ] expm
- [ ] eye
- [ ] factorize
- [ ] givens
- [ ] hessfact!
- [ ] hessfact
- [ ] ishermitian
- [ ] isposdef!
- [ ] isposdef
- [ ] issym
- [ ] istril
- [ ] istriu
- [ ] kron
- [ ] ldltfact
- [ ] ldltfact!
- [ ] linreg
- [ ] logdet
- [ ] lu
- [ ] lufact!
- [ ] lufact
- [ ] lyap
- [ ] norm
- [ ] nullspace
- [ ] ordschur!
- [ ] ordschur
- [ ] peakflops
- [ ] pinv
- [ ] qr
- [ ] qrfact!
- [ ] qrfact
- [ ] rank
- [x] scale!
- [ ] scale
- [ ] schur
- [ ] schurfact!
- [ ] schurfact
- [ ] sqrtm
- [ ] svd
- [ ] svdfact!
- [ ] svdfact
- [ ] svds
- [ ] svdvals!
- [ ] svdvals
- [ ] sylvester
- [ ] trace
- [ ] transpose!
- [x] transpose
- [ ] tril!
- [ ] tril
- [ ] triu!
- [ ] triu
- [ ] vecnorm
### sparse
- [ ] etree
- [ ] full
- [ ] issparse
- [ ] sparse
- [ ] sparsevec
- [ ] spdiagm
- [ ] speye
- [ ] spones
- [ ] sprand
- [ ] sprandbool
- [ ] sprandn
- [ ] spzeros
- [ ] symperm
- [ ] rowvals
- [ ] nzrange
# Operators
- [x] !
- [x] !=
- [x] ≠
- [x] !==
- [x] ≡
- [x] ≢
- [x] *
- [x] +
- [x] -
- [ ] /
- [x] //
- [x] ==
- [ ] \
- [ ] ^
- [ ] A_ldiv_B!
- [ ] A_ldiv_Bc
- [ ] A_ldiv_Bt
- [ ] A_mul_B!
- [ ] A_mul_Bc
- [ ] A_mul_Bc!
- [ ] A_mul_Bt
- [ ] A_mul_Bt!
- [ ] A_rdiv_Bc
- [ ] A_rdiv_Bt
- [ ] Ac_ldiv_B
- [ ] Ac_ldiv_Bc
- [x] Ac_mul_B
- [x] Ac_mul_B!
- [ ] Ac_mul_Bc
- [ ] Ac_mul_Bc!
- [ ] Ac_rdiv_B
- [ ] Ac_rdiv_Bc
- [ ] At_ldiv_B
- [ ] At_ldiv_Bt
- [ ] At_mul_B
- [ ] At_mul_B!
- [ ] At_mul_Bt
- [ ] At_mul_Bt!
- [ ] At_rdiv_B
- [ ] At_rdiv_Bt
### random numbers
- [ ] rand!
- [x] rand
- [ ] randn!
- [x] randn
- [ ] randexp!
- [ ] randexp
- [ ] srand
- [ ] bitrand
### statistics
- [ ] cor
- [ ] cov
- [x] mean!
- [x] mean
- [ ] median!
- [x] median
- [ ] middle
- [ ] midpoints
- [ ] quantile!
- [ ] quantile
- [x] std
- [x] stdm
- [x] var
- [x] varm
### signal processing
- [ ] bfft!
- [ ] bfft
- [ ] brfft
- [ ] conv
- [ ] conv2
- [ ] dct!
- [ ] dct
- [ ] deconv
- [ ] fft!
- [ ] fft
- [ ] fftshift
- [ ] filt
- [ ] filt!
- [ ] idct!
- [ ] idct
- [ ] ifft!
- [ ] ifft
- [ ] ifftshift
- [ ] irfft
- [ ] plan_bfft!
- [ ] plan_bfft
- [ ] plan_brfft
- [ ] plan_dct!
- [ ] plan_dct
- [ ] plan_fft!
- [ ] plan_fft
- [ ] plan_idct!
- [ ] plan_idct
- [ ] plan_ifft!
- [ ] plan_ifft
- [ ] plan_irfft
- [ ] plan_rfft
- [ ] rfft
- [ ] xcorr

Update 30 September 2016 by @andreasnoack: I've removed all the scalar math and special functions. With the `.` syntax + `broadcast(x::DArray) = map(x)` they should work.

贡献指南

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调研方向

No files, tests, or entry points are named. Start by choosing one unchecked DArray operation and tracing its current AbstractArray fallback in the Julia implementation; done means the selected operation is implemented for DArray and its behavior is verified against the roadmap entry.

由索引模型根据 Issue 内容生成。

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