feat: add memory profiling support

[not-matthias]

No description provided.

[avalanche-staging]

Congrats! CodSpeed is installed 🎉

🆕 330 new benchmarks were detected.

You will start to see performance impacts in the reports once the benchmarks are run from your default branch.

Detected benchmarks

• test_multiprocessing_map[1000] (WallTime): 61.1 ms
• test_noop_ellipsis (WallTime): 482 ns
• test_color[graph0-3] (WallTime): 27.8 µs
• test_count_even[count_even_slow] (WallTime): 1.3 ms
• test_sum_of_squares[sum_of_squares_sum_labmda_power] (WallTime): 287 µs
• test_combination_sum[candidates0-8] (WallTime): 11.9 µs
• test_threadpool_map[10000] (WallTime): 368.4 ms
• test_generate_all_combinations[0-0] (WallTime): 1.2 µs
• test_recursive_fibo_20 (WallTime): 5.5 ms
• test_n_queens_solve[board0] (WallTime): 10.6 ms
• test_fs_write[1000] (WallTime): 17.5 µs
• test_array_alloc[1000] (WallTime): 3 µs
• test_iir_filter_set_coefficients[a_coeffs0-b_coeffs0] (WallTime): 917.4 ns
• test_make_allpass (WallTime): 5.6 µs
• test_noop_lambda_decorated (WallTime): 1.4 µs
• test_open_knight_tour[1] (WallTime): 4.1 µs
• test_sleep[0.01] (WallTime): 10.1 ms
• test_hostname_resolution[8.8.8.8] (WallTime): 7.5 µs
• test_combination_lists[4-2] (WallTime): 4 µs
• test_open_close_fd[100] (WallTime): 875.2 µs
• ...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

---

[GuillaumeLagrange]

Sorry I meant to request changes

Especially we need to validate the extra stack frame thing in instrumentation by comparing the output to a real prod run!

[codspeed-hq]

Merging this PR will degrade performance by 9.59%

⚡ 14 improved benchmarks
❌ 15 (👁 15) regressed benchmarks
✅ 138 untouched benchmarks
🆕 110 new benchmarks

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	WallTime	test_hamilton_cycle[graph0]	24.6 µs	24.1 µs	+2.1%
👁	WallTime	test_multiprocessing_map[10000]	137.3 ms	119.9 ms	+14.58%
⚡	WallTime	test_open_close_fd[1000]	9.1 ms	8.9 ms	+3.01%
👁	WallTime	test_make_lowpass	5.9 µs	6.1 µs	-3.43%
👁	WallTime	test_make_peak	6.6 µs	6.8 µs	-3.29%
⚡	WallTime	test_hostname_resolution[google.com]	399.9 µs	391.9 µs	+2.03%
⚡	WallTime	test_hostname_resolution[localhost]	125 µs	119.2 µs	+4.85%
👁	WallTime	test_process_creation[cat /dev/null]	4.9 ms	5.3 ms	-7.2%
⚡	WallTime	test_threadpool_map[10]	2.6 ms	2.5 ms	+3.18%
👁	WallTime	test_sum_squares_fast	165 µs	177.1 µs	-6.83%
👁	WallTime	test_multiprocessing_map[1000]	63.3 ms	58.5 ms	+8.18%
👁	WallTime	test_recursive_fibo_20	5.2 ms	5.4 ms	-3.3%
👁	WallTime	test_color[graph0-3]	27.4 µs	28.3 µs	-3%
👁	WallTime	test_solve_crossword[puzzle0-words0]	2.1 µs	2.2 µs	-3.74%
👁	WallTime	test_process_creation[ls -l]	6.3 ms	6.6 ms	-4.93%
👁	WallTime	test_sum_of_squares[sum_of_squares_sum_labmda_product]	251.2 µs	277.9 µs	-9.59%
👁	WallTime	test_multiprocessing_map[100]	53.8 ms	56.4 ms	-4.59%
👁	WallTime	test_noop_pass	558.9 ns	490.5 ns	+13.95%
👁	WallTime	test_process_creation[echo hello]	2.2 ms	2.4 ms	-8.86%
⚡	WallTime	test_tcp_connection[8.8.8.8-53]	679 µs	665.2 µs	+2.07%
...	...	...	...	...	...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

---

_{Comparing cod-2105-support-memory-profiling-for-python (36f5930) with master (c3a194a)}

[GuillaumeLagrange]

lgtm