src/arraytypes/map.jl (112 lines of code) (raw):
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# to you under the Apache License, Version 2.0 (the
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#
# http://www.apache.org/licenses/LICENSE-2.0
#
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# See the License for the specific language governing permissions and
# limitations under the License.
"""
Arrow.Map
An `ArrowVector` where each element is a "map" of some kind, like a `Dict`.
"""
struct Map{T,O,A} <: ArrowVector{T}
validity::ValidityBitmap
offsets::Offsets{O}
data::A
ℓ::Int
metadata::Union{Nothing,Base.ImmutableDict{String,String}}
end
Base.size(l::Map) = (l.ℓ,)
@propagate_inbounds function Base.getindex(l::Map{T}, i::Integer) where {T}
@boundscheck checkbounds(l, i)
@inbounds lo, hi = l.offsets[i]
if Base.nonmissingtype(T) !== T
return l.validity[i] ?
ArrowTypes.fromarrow(
T,
Dict(x.key => x.value for x in view(l.data, lo:hi)),
) : missing
else
return ArrowTypes.fromarrow(T, Dict(x.key => x.value for x in view(l.data, lo:hi)))
end
end
keyvalues(KT, ::Missing) = missing
keyvalues(KT, x::AbstractDict) = [KT(k, v) for (k, v) in pairs(x)]
keyvaluetypes(::Type{NamedTuple{(:key, :value),Tuple{K,V}}}) where {K,V} = (K, V)
arrowvector(::MapKind, x::Map, i, nl, fi, de, ded, meta; kw...) = x
function arrowvector(::MapKind, x, i, nl, fi, de, ded, meta; largelists::Bool=false, kw...)
len = length(x)
validity = ValidityBitmap(x)
ET = eltype(x)
DT = Base.nonmissingtype(ET)
KDT, VDT = keytype(DT), valtype(DT)
ArrowTypes.concrete_or_concreteunion(KDT) || throw(
ArgumentError(
"`keytype(d)` must be concrete to serialize map-like `d`, but `keytype(d) == $KDT`",
),
)
ArrowTypes.concrete_or_concreteunion(VDT) || throw(
ArgumentError(
"`valtype(d)` must be concrete to serialize map-like `d`, but `valtype(d) == $VDT`",
),
)
KT = KeyValue{KDT,VDT}
VT = Vector{KT}
T = DT !== ET ? Union{Missing,VT} : VT
flat = ToList(T[keyvalues(KT, y) for y in x]; largelists=largelists)
offsets = Offsets(UInt8[], flat.inds)
data = arrowvector(flat, i, nl + 1, fi, de, ded, nothing; largelists=largelists, kw...)
K, V = keyvaluetypes(eltype(data))
return Map{withmissing(ET, Dict{K,V}),eltype(flat.inds),typeof(data)}(
validity,
offsets,
data,
len,
meta,
)
end
function compress(Z::Meta.CompressionType.T, comp, x::A) where {A<:Map}
len = length(x)
nc = nullcount(x)
validity = compress(Z, comp, x.validity)
offsets = compress(Z, comp, x.offsets.offsets)
buffers = [validity, offsets]
children = Compressed[]
push!(children, compress(Z, comp, x.data))
return Compressed{Z,A}(x, buffers, len, nc, children)
end
function makenodesbuffers!(
col::Union{Map{T,O,A},List{T,O,A}},
fieldnodes,
fieldbuffers,
bufferoffset,
alignment,
) where {T,O,A}
len = length(col)
nc = nullcount(col)
push!(fieldnodes, FieldNode(len, nc))
@debugv 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))
@debugv 1 "made field buffer: bufferidx = $(length(fieldbuffers)), offset = $(fieldbuffers[end].offset), len = $(fieldbuffers[end].length), padded = $(padding(fieldbuffers[end].length, alignment))"
# adjust buffer offset, make array buffer
bufferoffset += blen
blen = sizeof(O) * (len + 1)
push!(fieldbuffers, Buffer(bufferoffset, blen))
@debugv 1 "made field buffer: bufferidx = $(length(fieldbuffers)), offset = $(fieldbuffers[end].offset), len = $(fieldbuffers[end].length), padded = $(padding(fieldbuffers[end].length, alignment))"
bufferoffset += padding(blen, alignment)
if liststringtype(col)
blen = length(col.data)
push!(fieldbuffers, Buffer(bufferoffset, blen))
@debugv 1 "made field buffer: bufferidx = $(length(fieldbuffers)), offset = $(fieldbuffers[end].offset), len = $(fieldbuffers[end].length), padded = $(padding(fieldbuffers[end].length, alignment))"
bufferoffset += padding(blen, alignment)
else
bufferoffset =
makenodesbuffers!(col.data, fieldnodes, fieldbuffers, bufferoffset, alignment)
end
return bufferoffset
end
function writebuffer(io, col::Union{Map{T,O,A},List{T,O,A}}, alignment) where {T,O,A}
@debugv 1 "writebuffer: col = $(typeof(col))"
@debugv 2 col
writebitmap(io, col, alignment)
# write offsets
n = writearray(io, O, col.offsets.offsets)
@debugv 1 "writing array: col = $(typeof(col.offsets.offsets)), n = $n, padded = $(padding(n, alignment))"
writezeros(io, paddinglength(n, alignment))
# write values array
if liststringtype(col)
n = writearray(io, UInt8, col.data)
@debugv 1 "writing array: col = $(typeof(col.data)), n = $n, padded = $(padding(n, alignment))"
writezeros(io, paddinglength(n, alignment))
else
writebuffer(io, col.data, alignment)
end
return
end