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# Licensed to the Apache Software Foundation (ASF) under one
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# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
Arrow.Struct
An `ArrowVector` where each element is a "struct" of some kind with ordered, named fields, like a `NamedTuple{names, types}` or regular julia `struct`.
"""
struct Struct{T, S} <: ArrowVector{T}
validity::ValidityBitmap
data::S # Tuple of ArrowVector
ℓ::Int
metadata::Union{Nothing, Dict{String, String}}
end
Base.size(s::Struct) = (s.ℓ,)
@propagate_inbounds function Base.getindex(s::Struct{T}, i::Integer) where {T}
@boundscheck checkbounds(s, i)
NT = Base.nonmissingtype(T)
if ArrowTypes.structtype(NT) === ArrowTypes.NAMEDTUPLE
if NT !== T
return s.validity[i] ? NT(ntuple(j->s.data[j][i], fieldcount(NT))) : missing
else
return NT(ntuple(j->s.data[j][i], fieldcount(NT)))
end
elseif ArrowTypes.structtype(NT) === ArrowTypes.STRUCT
if NT !== T
return s.validity[i] ? NT(ntuple(j->s.data[j][i], fieldcount(NT))...) : missing
else
return NT(ntuple(j->s.data[j][i], fieldcount(NT))...)
end
end
end
@propagate_inbounds function Base.setindex!(s::Struct{T}, v::T, i::Integer) where {T}
@boundscheck checkbounds(s, i)
if v === missing
@inbounds s.validity[i] = false
else
NT = Base.nonmissingtype(T)
N = fieldcount(NT)
foreach(1:N) do j
@inbounds s.data[j][i] = getfield(v, j)
end
end
return v
end
struct ToStruct{T, i, A} <: AbstractVector{T}
data::A # eltype is NamedTuple or some struct
end
ToStruct(x::A, j::Integer) where {A} = ToStruct{fieldtype(Base.nonmissingtype(eltype(A)), j), j, A}(x)
Base.IndexStyle(::Type{<:ToStruct}) = Base.IndexLinear()
Base.size(x::ToStruct) = (length(x.data),)
Base.@propagate_inbounds function Base.getindex(A::ToStruct{T, j}, i::Integer) where {T, j}
@boundscheck checkbounds(A, i)
@inbounds x = A.data[i]
return x === missing ? ArrowTypes.default(T) : getfield(x, j)
end
arrowvector(::StructType, x::Struct, i, nl, fi, de, ded, meta; kw...) = x
function arrowvector(::StructType, x, i, nl, fi, de, ded, meta; kw...)
len = length(x)
validity = ValidityBitmap(x)
T = Base.nonmissingtype(eltype(x))
if ArrowTypes.structtype(T) === ArrowTypes.STRUCT
meta = meta === nothing ? Dict{String, String}() : meta
ArrowTypes.registertype!(T, T)
ArrowTypes.getarrowtype!(meta, T)
end
data = Tuple(arrowvector(ToStruct(x, j), i, nl + 1, j, de, ded, nothing; kw...) for j = 1:fieldcount(T))
return Struct{eltype(x), typeof(data)}(validity, data, len, meta)
end
function compress(Z::Meta.CompressionType, comp, x::A) where {A <: Struct}
len = length(x)
nc = nullcount(x)
validity = compress(Z, comp, x.validity)
buffers = [validity]
children = Compressed[]
for y in x.data
push!(children, compress(Z, comp, y))
end
return Compressed{Z, A}(x, buffers, len, nc, children)
end
function makenodesbuffers!(col::Struct{T}, fieldnodes, fieldbuffers, bufferoffset, alignment) where {T}
len = length(col)
nc = nullcount(col)
push!(fieldnodes, FieldNode(len, nc))
@debug 1 "made field node: nodeidx = $(length(fieldnodes)), col = $(typeof(col)), len = $(fieldnodes[end].length), nc = $(fieldnodes[end].null_count)"
# validity bitmap
blen = nc == 0 ? 0 : bitpackedbytes(len, alignment)
push!(fieldbuffers, Buffer(bufferoffset, blen))
@debug 1 "made field buffer: bufferidx = $(length(fieldbuffers)), offset = $(fieldbuffers[end].offset), len = $(fieldbuffers[end].length), padded = $(padding(fieldbuffers[end].length, alignment))"
bufferoffset += blen
for child in col.data
bufferoffset = makenodesbuffers!(child, fieldnodes, fieldbuffers, bufferoffset, alignment)
end
return bufferoffset
end
function writebuffer(io, col::Struct, alignment)
@debug 1 "writebuffer: col = $(typeof(col))"
@debug 2 col
writebitmap(io, col, alignment)
# write values arrays
for child in col.data
writebuffer(io, child, alignment)
end
return
end