Methods, systems, articles of manufacture and apparatus to select code data structure types

A non-transitory computer readable storage medium comprising computer readable instructions that, when executed, cause at least one processor to at least:

• generate an abstract data structure (ADS) placeholder in a location of a code sample corresponding to a memory operation;
• select a first candidate data structure having a first candidate data structure type, the first candidate data structure to service the memory operations of the ADS placeholder;
• select a first candidate workload type to be processed by the selected first candidate data structure;
• log first code performance metrics during execution of the code sample during a first iteration corresponding to the first candidate data structure type and the first candidate workload type;
• log second code performance metrics during execution of the code sample during a second duration corresponding to a second candidate data structure type and the first candidate workload type;
• and
• select one of the first candidate data structure type or the second candidate data structure type based on a relative ranking of the first and second code performance metrics.

A computer-implemented method to select a data structure type, the method comprising:

• generating, by executing an instruction with at least one processor, an abstract data structure (ADS) placeholder in a location of a code sample corresponding to a memory operation;
• selecting, by executing an instruction with the at least one processor, a first candidate data structure having a first candidate data structure type, the first candidate data structure to service the memory operations of the ADS placeholder;
• selecting, by executing an instruction with the at least one processor, a first candidate workload type to be processed by the selected first candidate data structure;
• logging, by executing an instruction with the at least one processor, first code performance metrics during execution of the code sample during a first iteration corresponding to the first candidate data structure type and the first candidate workload type;
• logging, by executing an instruction with the at least one processor, second code performance metrics during execution of the code sample during a second duration corresponding to a second candidate data structure type and the first candidate workload type;
• and
• selecting, by executing an instruction with the at least one processor, one of the first candidate data structure type or the second candidate data structure type based on a relative ranking of the first and second code performance metrics.