feat: add support for Python 3.12

[P403n1x87]

Requirements for Adding, Changing, Fixing or Removing a Feature

Description of the Change

Add support for Python 3.12

Regressions

Non expected

Verification Process

Existing test suite

[codecov]

Codecov Report

Patch and project coverage have no change.

Comparison is base (ff51dad) 67.88% compared to head (ff51dad) 67.88%.

❗ Current head ff51dad differs from pull request most recent head ebe7deb. Consider uploading reports for the commit ebe7deb to get more accurate results

Additional details and impacted files

@@           Coverage Diff           @@
##            devel     #187   +/-   ##
=======================================
  Coverage   67.88%   67.88%           
=======================================
  Files          27       27           
  Lines        2485     2485           
  Branches      761      761           
=======================================
  Hits         1687     1687           
  Misses        464      464           
  Partials      334      334           

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[github-actions]

Austin Benchmarks

Running Austin benchmarks with Python 3.10.13

Benchmark Summary

Comparison of dev against 3.5.0.

The following scenarios show a statistically significant difference in performance between the two versions.

	Sample Rate	Saturation	Error Rate	Sampling Speed
CPU time [sampling interval: 100]	🟢	🟡	🟡	🟡
RSA keygen [sampling interval: 10]	🟡	🟢	🟡	🟡
RSA keygen [sampling interval: 100]	🔴	🟡	🟡	🟡
RSA keygen [sampling interval: 1000]	🟡	🟡	🟡	🟢
Full metrics [sampling interval: 1000]	🟢	🟡	🟡	🟡

Benchmark Results

Wall time [sampling interval: 1]

Wall time [sampling interval: 1]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	121000 ± 2000	1 ± 0	7e-06 ± 5e-06	12.9 ± 0.3
3.5.0	122000 ± 2000	1 ± 0	6e-06 ± 3e-06	12.6 ± 0.5
dev	124000 ± 2000	1 ± 0	8e-06 ± 3e-06	12.6 ± 0.5

Wall time [sampling interval: 10]

Wall time [sampling interval: 10]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	117000 ± 6000	0.543 ± 0.002	8e-06 ± 3e-06	13.1 ± 0.3
3.5.0	117000 ± 5000	0.543 ± 0.002	9e-06 ± 5e-06	13.2 ± 0.4
dev	120000 ± 4000	0.543 ± 0.002	6e-06 ± 5e-06	13 ± 0

Wall time [sampling interval: 100]

Wall time [sampling interval: 100]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	10900 ± 300	0.0008 ± 0.0002	3e-05 ± 4e-05	14.6 ± 0.5
3.5.0	10800 ± 500	0.0007 ± 0.0002	3e-05 ± 2e-05	14.7 ± 0.9
dev	10800 ± 400	0.0008 ± 0.0001	3e-05 ± 3e-05	14.4 ± 0.7

Wall time [sampling interval: 1000]

Wall time [sampling interval: 1000]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	1850 ± 30	0.0001 ± 0.0002	2e-05 ± 6e-05	18.8 ± 0.8
3.5.0	1850 ± 30	0.0002 ± 0.0003	4e-05 ± 8e-05	19 ± 1
dev	1860 ± 20	0.0002 ± 0.0002	0 ± 0	18.9 ± 0.9

CPU time [sampling interval: 1]

CPU time [sampling interval: 1]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	50000 ± 5000	1 ± 0	1e-05 ± 1e-05	23 ± 1
3.5.0	53000 ± 1000	1 ± 0	8e-06 ± 4e-06	22.7 ± 0.5
dev	52000 ± 2000	1 ± 0	7e-06 ± 5e-06	22.7 ± 0.8

CPU time [sampling interval: 10]

CPU time [sampling interval: 10]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	52000 ± 3000	0.9982 ± 0.0002	1.4e-05 ± 7e-06	22.8 ± 0.9
3.5.0	51000 ± 2000	0.9982 ± 0.0002	1e-05 ± 1e-05	22.6 ± 0.7
dev	52000 ± 4000	0.998 ± 0.001	1.1e-05 ± 9e-06	22.5 ± 1.0

CPU time [sampling interval: 100]

CPU time [sampling interval: 100]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	5420 ± 80	0.0013 ± 0.0006	9e-05 ± 4e-05	23.4 ± 0.7
3.5.0	5390 ± 60	0.0011 ± 0.0002	6e-05 ± 8e-05	23.2 ± 0.6
dev	5460 ± 70	0.0011 ± 0.0004	1e-05 ± 4e-05	23.2 ± 0.6

CPU time [sampling interval: 1000]

CPU time [sampling interval: 1000]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	947 ± 1	0.0001 ± 0.0002	0.0001 ± 0.0002	28 ± 2
3.5.0	947 ± 3	0.0002 ± 0.0003	0.0001 ± 0.0002	29 ± 1
dev	949 ± 2	0.0001 ± 0.0003	0 ± 0	28.0 ± 0.9

RSA keygen [sampling interval: 1]

RSA keygen [sampling interval: 1]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	40000 ± 2000	1 ± 0	0.0003 ± 0.0004	24.6 ± 1.0
3.5.0	39000 ± 1000	1 ± 0	0.0003 ± 0.0005	25.0 ± 0.8
dev	39200 ± 500	1 ± 0	0.0002 ± 0.0002	24.8 ± 0.4

RSA keygen [sampling interval: 10]

RSA keygen [sampling interval: 10]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	38600 ± 800	0.982 ± 0.008	0.0002 ± 0.0001	25.0 ± 0.5
3.5.0	40000 ± 1000	0.986 ± 0.006	0.0002 ± 0.0001	24.5 ± 1.0
dev	39000 ± 1000	0.97 ± 0.02	0.0003 ± 0.0002	24.6 ± 0.7

RSA keygen [sampling interval: 100]

RSA keygen [sampling interval: 100]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	6300 ± 100	0.003 ± 0.002	0.0005 ± 0.0006	29 ± 2
3.5.0	6290 ± 10	0.002 ± 0.0006	0.0006 ± 0.0003	27.7 ± 0.9
dev	6260 ± 30	0.003 ± 0.002	0.0006 ± 0.0007	29 ± 2

RSA keygen [sampling interval: 1000]

RSA keygen [sampling interval: 1000]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	941 ± 4	0 ± 0	0.001 ± 0.001	35 ± 3
3.5.0	938 ± 5	0.0001 ± 0.0004	0.001 ± 0.002	39 ± 5
dev	940 ± 2	0 ± 0	0.0004 ± 0.0009	33 ± 2

Full metrics [sampling interval: 1]

Full metrics [sampling interval: 1]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	51000 ± 2000	1 ± 0	2e-05 ± 8e-06	30 ± 1
3.5.0	51000 ± 2000	1 ± 0	2.3e-05 ± 9e-06	30 ± 1
dev	51900 ± 900	1 ± 0	2.4e-05 ± 9e-06	29.4 ± 0.7

Full metrics [sampling interval: 10]

Full metrics [sampling interval: 10]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	51000 ± 1000	1 ± 0	2.1e-05 ± 8e-06	29.7 ± 0.8
3.5.0	51000 ± 1000	1 ± 0	2e-05 ± 1e-05	29.9 ± 0.7
dev	51000 ± 2000	1 ± 0	1.5e-05 ± 6e-06	30 ± 1

Full metrics [sampling interval: 100]

Full metrics [sampling interval: 100]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	9800 ± 400	0.0026 ± 0.001	5e-05 ± 6e-05	34 ± 1
3.5.0	9900 ± 300	0.002 ± 0.0004	4e-05 ± 4e-05	34.5 ± 0.8
dev	9900 ± 300	0.0022 ± 0.0005	2e-05 ± 3e-05	34.3 ± 0.5

Full metrics [sampling interval: 1000]

Full metrics [sampling interval: 1000]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	1860 ± 20	0.0003 ± 0.0004	2e-05 ± 6e-05	40 ± 2
3.5.0	1850 ± 30	0.0002 ± 0.0002	4e-05 ± 8e-05	40 ± 1
dev	1870 ± 20	0.0002 ± 0.0003	6e-05 ± 9e-05	39.1 ± 0.9

Multiprocess wall time [sampling interval: 1]

Multiprocess wall time [sampling interval: 1]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	2500 ± 300	1 ± 0	0.00017 ± 0.0001	260 ± 20
3.5.0	3000 ± 200	1 ± 0	0.00017 ± 5e-05	320 ± 20
dev	3100 ± 200	1 ± 0	0.00014 ± 6e-05	310 ± 20

Multiprocess wall time [sampling interval: 10]

Multiprocess wall time [sampling interval: 10]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	2400 ± 100	1 ± 0	0.0003 ± 0.0003	260 ± 10
3.5.0	3100 ± 100	1 ± 0	0.00015 ± 6e-05	310 ± 10
dev	3000 ± 100	1 ± 0	0.00014 ± 5e-05	320 ± 10

Multiprocess wall time [sampling interval: 100]

Multiprocess wall time [sampling interval: 100]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	2300 ± 300	0.03 ± 0.02	0.00012 ± 5e-05	270 ± 20
3.5.0	2900 ± 300	0.05 ± 0.02	8e-05 ± 5e-05	330 ± 30
dev	2900 ± 400	0.05 ± 0.02	5e-05 ± 3e-05	290 ± 90

Multiprocess wall time [sampling interval: 1000]

Multiprocess wall time [sampling interval: 1000]

	Sample Rate	Saturation	Error Rate	Sampling Speed
3.4.1	2000 ± 100	0.0006 ± 0.0003	3e-05 ± 2e-05	43 ± 2
3.5.0	2800 ± 200	0.013 ± 0.002	3e-05 ± 3e-05	98 ± 7
dev	2800 ± 100	0.014 ± 0.003	2e-05 ± 2e-05	100 ± 10