OmicsProfiles

AnnotatedProfile(omics, obs, obsindex)
AnnotatedProfile(op, omicsname, obs, obsindex)

Arguments

• omics::Dict{Symbol,OmicsProfile}: A collection of omics profile with their names in keys.
• op::OmicsProfile: Single omics profile.
• omicsname::Symbol: The name of given OmicsProfile.
• obs::DataFrame: The dataframe contains meta information for observations.
• obsindex::Symbol: The index of dataframe obs.

OmicsProfile(countmat, var, varindex; T=float(eltype(countmat)))

Arguments

• countmat: The count matrix for given omics and it will be set to key :count.
• var::DataFrame: The dataframe contains meta information for features or variables.
• varindex::Symbol: The index of dataframe var.
• T: Element type of countmat.

Examples

julia> using OmicsProfiles, DataFrames

julia> r, c = (100, 500)
(100, 500)

julia> data = rand(0:100, r, c);

julia> var = DataFrame(index=1:r, C=rand(r), D=rand(r));

julia> prof = OmicsProfile(data, var, :index)
OmicsProfile (nvar = 100):
    var: index, C, D
    layers: count

Profile(countmat, omicsname, var, obs; varindex=:genesymbol, obsindex::Symbol=:barcode,
        T=float(eltype(countmat)))

Constructor for establishing AnnotatedProfile with a OmicsProfile inside.

Arguments

• countmat: The count matrix for given omics and it will be set to key :count.
• omicsname::Symbol: The name of given OmicsProfile.
• var::DataFrame: The dataframe contains meta information for features or variables.
• obs::DataFrame: The dataframe contains meta information for observations.
• varindex::Symbol: The index of dataframe var.
• obsindex::Symbol: The index of dataframe obs.
• T: Element type of countmat.

mmread(filename, retcoord=false)

Read the contents of the Matrix Market file filename into a matrix, which will be either sparse or dense, depending on the Matrix Market format indicated by coordinate (coordinate sparse storage), or array (dense array storage).

Arguments

• filename::String: The file to read.
• retcoord::Bool: If it is true, the rows, column and value vectors are returned along with the header information.

mmwrite(filename, matrix)

Write a sparse matrix to .mtx file format.

Arguments

• filename::String: The file to write.
• matrix::SparseMatrixCSC: The sparse matrix to write.

readinfo(file)

Read header information on the size and structure from file. The actual data matrix is not parsed.

Arguments

• file: The filename or io stream.