[SYSTEMDS-3891] Add OOC Primitives

[janniklinde]

Adds OOC Primitives that lazily get registered to a primitive DAG.

[codecov]

Codecov Report

❌ Patch coverage is 60.31746% with 25 lines in your changes missing coverage. Please review.
✅ Project coverage is 71.61%. Comparing base (c5d06d9) to head (ab7cade).

Files with missing lines	Patch %	Lines
...e/sysds/runtime/ooc/planning/OOCAccessPattern.java	21.42%	7 Missing and 4 partials ⚠️
...che/sysds/runtime/ooc/primitives/OOCPrimitive.java	90.32%	0 Missing and 3 partials ⚠️
...ache/sysds/runtime/ooc/stream/MergedOOCStream.java	0.00%	3 Missing ⚠️
.../sysds/runtime/instructions/ooc/OOCStreamable.java	0.00%	2 Missing ⚠️
...untime/instructions/ooc/SubscribableTaskQueue.java	60.00%	1 Missing and 1 partial ⚠️
...ache/sysds/runtime/instructions/ooc/OOCStream.java	75.00%	0 Missing and 1 partial ⚠️
...e/sysds/runtime/ooc/stream/AllocatedOOCStream.java	0.00%	1 Missing ⚠️
...e/sysds/runtime/ooc/stream/SplittingOOCStream.java	0.00%	1 Missing ⚠️
.../apache/sysds/runtime/ooc/stream/SubOOCStream.java	0.00%	1 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff              @@
##               main    #2561      +/-   ##
============================================
- Coverage     71.64%   71.61%   -0.04%     
- Complexity    50170    50176       +6     
============================================
  Files          1615     1618       +3     
  Lines        193988   194051      +63     
  Branches      37929    37936       +7     
============================================
- Hits         138992   138974      -18     
- Misses        44094    44160      +66     
- Partials      10902    10917      +15     

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