How to import data from a ODS spreadsheet (used by OpenOffice, LibreOffice,...) in a Julia DataFrame ?
(this is a community wiki Q&A)
How to import data from a ODS spreadsheet (used by OpenOffice, LibreOffice,...) in a Julia DataFrame ?
(this is a community wiki Q&A)
If python is installed on the machine, the ezodf module can be used pretty straightforwardly by Julia, using PyCall:
using PyCall
using DataFrames
@pyimport ezodf
doc = ezodf.opendoc("test.ods")
nsheets = length(doc[:sheets])
println("Spreadsheet contains $nsheets sheet(s).")
for sheet in doc[:sheets]
println("---------")
println(" Sheet name : $(sheet[:name])")
println("Size of Sheet : (rows=$(sheet[:nrows]()), cols=$(sheet[:ncols]()))")
end
# convert the first sheet to a dictionary
sheet = doc[:sheets][1]
df_dict = Dict()
col_index = Dict()
for (i, row) in enumerate(sheet[:rows]())
# row is a list of cells
# assume the header is on the first row
if i == 1
# columns as lists in a dictionary
[df_dict[cell[:value]] = [] for cell in row]
# create index for the column headers
[col_index[j]=cell[:value] for (j, cell) in enumerate(row)]
continue
end
for (j, cell) in enumerate(row)
# use header instead of column index
append!(df_dict[col_index[j]],cell[:value])
end
end
# and convert the dictionary to a DataFrame
df = DataFrame(df_dict)
(this is just a rewriting in Julia of davidovitch's python code on this answer)
EDIT:
I did now wrote, based on this code, a Julia Package: OdsIO.
It provides several functions to import data from ods files (including cell range) and hopefully soon it will allow export as well.
EDIT2:
Export to Ods is now supported since version v0.1.0