[SYSTEMDS-2889] Add initial lineage debugger for CP instructions

[bnyra]

This patch adds a lineage based debugger which keeps track of special values in matrixblocks in CP instructions.

Therefore, the following design decisions are made and implemented:

• LINEAGE_DEBUGGER flag as DMLScript option to enable the debugger (default: false)
• Added class BooleanArray32 for storing boolean information in an memory efficient way
• This class is used as an attribute _specialValueBits in LineageItem to store the special value information
• Check of special values is done in the postprocessInstruction()
• Added serialization and deserialization of _specialValueBits with surrounding brackets
• Added helper function to find the first occurrence of a special value given a LineageItem.

Additional info:

• Only CP instructions are supported
• Debugger keeps track of Double.NaN, Double.POSITIVE_INFINITY and Double.NEGATIVE_INFINITY
• Fixed missing default post-process call in CPInstruction and GPUInstruction

[phaniarnab]

Thanks for the patch @bnyra. Before merging, I moved the debugging-related maintenance from Instruction to CPInstruction as calling acquireRead can be problematic for federated and GPU instructions, and removed serialization of the debug byte if debugger is disabled.