Morphological Analysis

Among the features of CAMeL Tools, is the availability of a token analyzer. In the following example, we will analyze the first word of the basmalah from avrs1 above. Load the data as follows:

julia> using QuranTree

julia> crps, tnzl = load(QuranData());

julia> crpsdata = table(crps);

julia> tnzldata = table(tnzl);

julia> avrs1 = verses(tnzldata[1][1])[1]
"بِسْمِ ٱللَّهِ ٱلرَّحْمَٰنِ ٱلرَّحِيمِ"

julia> dediac(avrs1)
"بسم ٱلله ٱلرحمٰن ٱلرحيم"

To analyze the Morphological feature of the basmalah, run the following:

julia> using Pkg

julia> Pkg.add("PyCall")
  Resolving package versions...
No Changes to `~/.julia/packages/QuranTree/JFGph/docs/Project.toml`
No Changes to `~/.julia/packages/QuranTree/JFGph/docs/Manifest.toml`

julia> using PyCall

julia> using JuliaDB

julia> using PrettyTables

julia> @ptconf vcrop_mode=:middle tf=tf_compact

julia> @pyimport camel_tools.morphology.database as camel_database
ERROR: PyError (PyImport_ImportModule

The Python package camel_tools.morphology.database could not be imported by pyimport. Usually this means
that you did not install camel_tools.morphology.database in the Python version being used by PyCall.

PyCall is currently configured to use the Julia-specific Python distribution
installed by the Conda.jl package.  To install the camel_tools.morphology.database module, you can
use `pyimport_conda("camel_tools.morphology.database", PKG)`, where PKG is the Anaconda
package the contains the module camel_tools.morphology.database, or alternatively you can use the
Conda package directly (via `using Conda` followed by `Conda.add` etcetera).

Alternatively, if you want to use a different Python distribution on your
system, such as a system-wide Python (as opposed to the Julia-specific Python),
you can re-configure PyCall with that Python.   As explained in the PyCall
documentation, set ENV["PYTHON"] to the path/name of the python executable
you want to use, run Pkg.build("PyCall"), and re-launch Julia.

) <class 'ModuleNotFoundError'>
ModuleNotFoundError("No module named 'camel_tools'")

julia> @pyimport camel_tools.morphology.analyzer as camel_analyzer
ERROR: PyError (PyImport_ImportModule

The Python package camel_tools.morphology.analyzer could not be imported by pyimport. Usually this means
that you did not install camel_tools.morphology.analyzer in the Python version being used by PyCall.

PyCall is currently configured to use the Julia-specific Python distribution
installed by the Conda.jl package.  To install the camel_tools.morphology.analyzer module, you can
use `pyimport_conda("camel_tools.morphology.analyzer", PKG)`, where PKG is the Anaconda
package the contains the module camel_tools.morphology.analyzer, or alternatively you can use the
Conda package directly (via `using Conda` followed by `Conda.add` etcetera).

Alternatively, if you want to use a different Python distribution on your
system, such as a system-wide Python (as opposed to the Julia-specific Python),
you can re-configure PyCall with that Python.   As explained in the PyCall
documentation, set ENV["PYTHON"] to the path/name of the python executable
you want to use, run Pkg.build("PyCall"), and re-launch Julia.

) <class 'ModuleNotFoundError'>
ModuleNotFoundError("No module named 'camel_tools'")

julia> db = camel_database.MorphologyDB.builtin_db()
ERROR: UndefVarError: camel_database not defined

julia> analyzer = camel_analyzer.Analyzer(db)
ERROR: UndefVarError: camel_analyzer not defined

julia> analyses = analyzer.analyze(split(avrs1)[1])
ERROR: UndefVarError: analyzer not defined

julia> tbl = table([(;Dict(Symbol.(keys(d)) .=> collect(values(d)))...) for d in analyses])
ERROR: UndefVarError: analyses not defined

julia> @pt tbl
ERROR: UndefVarError: tbl not defined

using Pkg
Pkg.add("JuliaDB")
Pkg.add("PrettyTables")

The following is the table of the above output properly formatted in HTML.

Pkg.add("DataFrames")
Pkg.add("IterableTables")
Pkg.add("Latexify")
using DataFrames: DataFrame
using IterableTables
using Latexify

mdtable(DataFrame(tbl), latex=false)