[Draft] Transfer scipy compressed matrices to java runtime

[e-strauss]

Changes

• Refactored Py4jConverterUtilsTest.java from component/frame/array to component/utils
• Added missing test cases for matrix conversion
• Added new conversion for CSR matrices

[e-strauss]

@Baunsgaard @mboehm7 https://github.com/apache/systemds/blob/8de93a1f996348c260d48c1c29340d5a88005e6f/src/main/python/systemds/context/systemds_context.py#L772C4-L772C20

the naming "from_numpy" is misleading since we support now scipy compressed matrices as well
shall we rename it to something like "from_py_matrix", "from_array_like"?

We could also use something like "from_pydata" which merges the two separate methods from_numpy and from_pandas to single method, internally we could route to the corresponding handler based on the input instance type.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 72.37%. Comparing base (0e8e966) to head (badc156).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files

@@             Coverage Diff              @@
##               main    #2379      +/-   ##
============================================
+ Coverage     72.33%   72.37%   +0.04%     
- Complexity    47005    47034      +29     
============================================
  Files          1513     1513              
  Lines        178738   178761      +23     
  Branches      35079    35082       +3     
============================================
+ Hits         129283   129376      +93     
+ Misses        39677    39595      -82     
- Partials       9778     9790      +12     

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