HandleTrie C++ and Python benchmarks

Time average in seconds

Impl	1,000n	100,000n	1,000,000n	10,000,000n	60,000,000
C++ Handle Trie	0.00129	0.15719	1.86882	23.91808	149.15487
C++ unordered map std	0.00054	0.15927	2.12357	22.52662	-
C++ map std	0.00151	0.32405	5.21409	71.53995	561.42147
Python's Dict	0.00037	0.06631	0.89053	11.75517	79.204370
CPython Handle Trie	0.00130	0.38828	5.00333	63.05321	510.58422
NanoBind Handle Trie	0.00281	0.52542	6.52422	84.37761	651.15217
PyBind Handle Trie	0.01159	1.41426	15.5277	168.3574	1159,28535

Memory average in GBs

Impl	1,000n	100,000n	1,000,000n	10,000,000n	60,000,000n
C++ Handle Trie	0.01428	0.01597	0.23844	3.01968	-
C++ map std	0.01587	0.01600	0.47400	3.19017	-
Python's Dict	0.00448	0.02477	0.26700	3.10800	20.59636
CPython Handle Trie	0.00448	0.06898	0.59080	5.45343	33.04674
NanoBind Handle Trie	0.00448	0.07680	0.61002	5.70955	34.56202
PyBind Handle Trie	0.00967	0.07858	0.59319	5.56300	35.54603

Build C++

make build

Build CPython

make build-cpython

Build PyBind

make build-pybind

Build NanoBind

make build-nanobind