perf.md

2to3

percentage	object	symbol	category
30.17%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.38%	`python`	`type_new`	memory
2.17%	`python`	`deduce_unreachable`	gc
2.14%	`python`	`gc_collect_region.isra.0`	gc
1.86%	`python`	`tuple_dealloc`	memory
1.76%	`python`	`sre_ucs1_match`	library
1.70%	`python`	`visit_decref`	gc
1.58%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.48%	`python`	`intern_common.part.0`	str
1.25%	`python`	`_PyCode_New`	interpreter
1.03%	`python`	`PyDict_GetItemRef`	dict
0.99%	`python`	`visit_reachable`	gc
0.85%	`python`	`r_object`	import
0.84%	`python`	`PyObject_GetAttr`	dynamic
0.82%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.80%	`python`	`list_dealloc`	memory
0.76%	`python`	`siphash13`	str
0.76%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.68%	`python`	`PyObject_SetAttr`	dynamic
0.66%	`python`	`_Py_MakeCoro`	unknown
0.65%	`python`	`gen_dealloc`	memory
0.57%	`python`	`PyUnicode_FromKindAndData`	str
0.56%	`python`	`dict_dealloc`	memory
0.55%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.51%	`python`	`unicode_dealloc`	memory
0.46%	`python`	`PyDict_Contains`	dict
0.46%	`python`	`tok_get_normal_mode`	compiler
0.45%	`libc-2.31.so`	`_int_malloc`	libc
0.44%	`python`	`subtype_traverse`	gc
0.43%	`python`	`_PyCfg_OptimizeCodeUnit.constprop.0`	unknown
0.43%	`python`	`PyMem_Free`	memory
0.42%	`python`	`insertdict`	dict
0.40%	`python`	`_PyPegen_fill_token`	interpreter
0.40%	`python`	`PyObject_GC_Del`	gc
0.40%	`python`	`_PyObject_GetMethod`	dynamic
0.39%	`python`	`_PyFunction_Vectorcall`	calls
0.39%	`python`	`find_name_in_mro`	lookup
0.37%	`python`	`_sre_SRE_Pattern_match`	library
0.37%	`python`	`list_iter`	list
0.37%	`python`	`dict_traverse`	gc
0.36%	`python`	`sre_ucs1_count`	library
0.35%	`python`	`insert_to_emptydict`	dict
0.34%	`python`	`type_ready`	dynamic
0.33%	`python`	`sre_ucs2_charset.isra.0`	library
0.33%	`python`	`code_dealloc`	memory
0.33%	`python`	`list_subscript`	list
0.32%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.31%	`python`	`dictresize`	dict
0.31%	`python`	`_PyLexer_update_fstring_expr`	unknown
0.31%	`python`	`PyDict_SetItem`	dict
0.31%	`python`	`code_hash`	unknown
0.30%	`python`	`_PyFrame_ClearExceptCode`	interpreter
0.29%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.28%	`python`	`_PyObject_MakeTpCall`	dynamic
0.28%	`python`	`PyMem_Malloc`	memory
0.27%	`python`	`slot_tp_richcompare`	dynamic
0.27%	`python`	`PyList_New`	memory
0.27%	`python`	`tp_new_wrapper`	memory
0.27%	`python`	`_Py_type_getattro`	lookup
0.26%	`python`	`_PyAssemble_MakeCodeObject`	unknown
0.26%	`python`	`subtype_dealloc`	memory

async_generators

percentage	object	symbol	category
21.19%	`python`	`_PyEval_EvalFrameDefault`	interpreter
9.51%	`python`	`_PyErr_SetObject`	exceptions
4.43%	`python`	`StopIteration_dealloc`	memory
3.92%	`python`	`_PyObject_MakeTpCall`	dynamic
3.62%	`python`	`BaseException_new`	memory
3.00%	`python`	`gen_send_ex`	unknown
2.63%	`python`	`StopIteration_init`	dynamic
2.62%	`python`	`async_gen_asend_send`	async
2.18%	`python`	`gen_send_ex2`	unknown
2.14%	`python`	`tuple_dealloc`	memory
2.08%	`python`	`async_gen_asend_new`	memory
1.90%	`python`	`PyErr_GivenExceptionMatches`	exceptions
1.76%	`python`	`async_gen_asend_dealloc`	memory
1.70%	`python`	`_PyAsyncGenValueWrapperNew`	memory
1.68%	`python`	`PyErr_ExceptionMatches`	exceptions
1.55%	`python`	`async_gen_wrapped_val_dealloc`	memory
1.43%	`python`	`_PyEval_EvalFrameDefault.cold`	interpreter
1.38%	`python`	`async_gen_unwrap_value.isra.0`	async
1.08%	`python`	`long_add`	int
1.06%	`python`	`_PyGen_FetchStopIterationValue.cold`	miscobj
1.00%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.95%	`python`	`PyObject_CallFinalizerFromDealloc`	memory
0.88%	`python`	`type_call`	dynamic
0.81%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.81%	`python`	`PyType_GenericAlloc`	memory
0.77%	`python`	`long_dealloc`	memory
0.70%	`python`	`deduce_unreachable`	gc
0.67%	`python`	`_PyGen_SetStopIterationValue`	miscobj
0.63%	`python`	`visit_decref`	gc
0.62%	`python`	`range_subscript`	miscobj
0.60%	`python`	`subtype_dealloc`	memory
0.58%	`python`	`_Py_Dealloc`	memory
0.56%	`python`	`visit_reachable`	gc
0.56%	`python`	`_PyFunction_Vectorcall`	calls
0.48%	`python`	`PyTraceBack_Here`	exceptions
0.47%	`python`	`type_new`	memory
0.45%	`python`	`subtype_traverse`	gc
0.43%	`python`	`make_range_object`	unknown
0.43%	`python`	`_Py_NewReference`	memory
0.42%	`python`	`gc_collect_region.isra.0`	gc
0.41%	`python`	`visit_add_to_container`	gc
0.41%	`python`	`_PyGen_FetchStopIterationValue`	miscobj
0.40%	`python`	`gen_dealloc`	memory
0.39%	`python`	`_PyObject_New`	memory
0.37%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.33%	`python`	`weakref_dealloc`	memory
0.32%	`python`	`PyObject_CallOneArg`	dynamic
0.27%	`python`	`range_dealloc`	memory
0.27%	`python`	`_PyFrame_MakeAndSetFrameObject`	unknown
0.26%	`python`	`async_gen_init_hooks`	async
0.26%	`python`	`BaseException_vectorcall`	exceptions
0.25%	`python`	`intern_common.part.0`	str

async_tree

percentage	object	symbol	category
25.65%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.36%	`python`	`deduce_unreachable`	gc
5.11%	`python`	`visit_add_to_container`	gc
5.05%	`python`	`visit_decref`	gc
4.95%	`python`	`visit_reachable`	gc
4.28%	`python`	`gc_collect_region.isra.0`	gc
2.37%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.36%	`python`	`_PyFunction_Vectorcall`	calls
1.29%	`python`	`subtype_traverse`	gc
1.16%	`python`	`_PyObject_GC_New`	gc
1.13%	`python`	`tuple_dealloc`	memory
1.11%	`python`	`PyObject_VectorcallMethod`	dynamic
1.05%	`python`	`context_tp_dealloc`	memory
1.03%	`python`	`PyObject_GC_Del`	gc
1.00%	`python`	`PyObject_GetAttr`	dynamic
0.81%	`python`	`gen_traverse`	gc
0.81%	`python`	`slot_tp_init`	unknown
0.80%	`python`	`_PyObject_MakeTpCall`	dynamic
0.76%	`python`	`meth_dealloc`	memory
0.75%	`python`	`gen_dealloc`	memory
0.73%	`python`	`list_dealloc`	memory
0.71%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.69%	`python`	`PyDict_GetItemRef`	dict
0.69%	`python`	`_PyGC_Collect`	gc
0.67%	`python`	`_PyObject_GC_NewVar`	gc
0.66%	`python`	`PyType_GenericNew`	memory
0.65%	`python`	`type_new`	memory
0.57%	`python`	`object_new`	memory
0.57%	`python`	`subtype_dealloc`	memory
0.49%	`python`	`insertdict`	dict
0.48%	`python`	`clear_slots`	unknown
0.46%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.45%	`python`	`_PyArg_UnpackKeywords`	calls
0.43%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.42%	`python`	`insert_to_emptydict`	dict
0.42%	`python`	`dict_dealloc`	memory
0.41%	`python`	`method_get`	dynamic
0.39%	`python`	`dict_traverse`	gc
0.39%	`python`	`list_resize`	list
0.38%	`python`	`PyObject_RichCompareBool`	dynamic
0.37%	`python`	`PyLong_FromLong`	int
0.34%	`python`	`func_traverse`	gc
0.33%	`python`	`_PyCode_New`	interpreter
0.33%	`python`	`PyObject_VisitManagedDict`	dynamic
0.33%	`python`	`dict_setdefault_ref_lock_held`	dict
0.32%	`python`	`intern_common.part.0`	str
0.30%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.28%	`python`	`dictresize`	dict
0.28%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.28%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_clear`	library
0.27%	`python`	`PyUnicode_RichCompare`	str
0.26%	`python`	`_Py_dict_lookup`	lookup
0.26%	`python`	`PyObject_Vectorcall`	dynamic
0.26%	`python`	`long_dealloc`	memory

async_tree_cpu_io_mixed

percentage	object	symbol	category
21.77%	`python`	`k_mul`	int
19.04%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.48%	`python`	`deduce_unreachable`	gc
3.84%	`python`	`visit_decref`	gc
3.41%	`python`	`visit_add_to_container`	gc
3.36%	`python`	`visit_reachable`	gc
2.95%	`python`	`long_dealloc`	memory
2.95%	`python`	`gc_collect_region.isra.0`	gc
1.59%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.28%	`python`	`_PyLong_New`	memory
0.97%	`python`	`subtype_traverse`	gc
0.96%	`python`	`_PyFunction_Vectorcall`	calls
0.86%	`python`	`long_mul_method`	int
0.78%	`python`	`PyObject_GetAttr`	dynamic
0.77%	`python`	`context_tp_dealloc`	memory
0.75%	`python`	`_PyObject_GC_New`	gc
0.75%	`python`	`tuple_dealloc`	memory
0.72%	`python`	`PyObject_VectorcallMethod`	dynamic
0.72%	`math.cpython-314-x86_64-linux-gnu.so`	`factorial_partial_product`	library
0.68%	`python`	`gen_dealloc`	memory
0.60%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.58%	`python`	`PyObject_GC_Del`	gc
0.57%	`python`	`slot_tp_init`	unknown
0.55%	`python`	`gen_traverse`	gc
0.54%	`math.cpython-314-x86_64-linux-gnu.so`	`math_factorial`	library
0.52%	`python`	`_PyObject_MakeTpCall`	dynamic
0.51%	`python`	`_PyObject_GC_NewVar`	gc
0.51%	`python`	`meth_dealloc`	memory
0.51%	`python`	`_PyGC_Collect`	gc
0.47%	`python`	`list_dealloc`	memory
0.47%	`python`	`PyDict_GetItemRef`	dict
0.46%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.45%	`python`	`long_lshift_int64`	int
0.44%	`python`	`subtype_dealloc`	memory
0.42%	`python`	`object_new`	memory
0.40%	`python`	`PyType_GenericNew`	memory
0.39%	`python`	`PyNumber_Multiply`	dynamic
0.38%	`python`	`type_new`	memory
0.35%	`python`	`PyLong_FromUnsignedLong`	int
0.33%	`python`	`clear_slots`	unknown
0.32%	`python`	`insertdict`	dict
0.31%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.31%	`python`	`PyObject_RichCompareBool`	dynamic
0.28%	`python`	`insert_to_emptydict`	dict
0.28%	`python`	`method_get`	dynamic
0.28%	`python`	`_PyArg_UnpackKeywords`	calls
0.26%	`python`	`list_resize`	list

async_tree_cpu_io_mixed_tg

percentage	object	symbol	category
21.95%	`python`	`k_mul`	int
17.42%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.52%	`python`	`deduce_unreachable`	gc
4.38%	`python`	`visit_add_to_container`	gc
4.24%	`python`	`visit_decref`	gc
3.74%	`python`	`visit_reachable`	gc
3.22%	`python`	`long_dealloc`	memory
2.98%	`python`	`gc_collect_region.isra.0`	gc
1.49%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.35%	`python`	`_PyLong_New`	memory
1.09%	`python`	`subtype_traverse`	gc
0.92%	`python`	`PyObject_GetAttr`	dynamic
0.89%	`python`	`long_mul_method`	int
0.87%	`python`	`_PyFunction_Vectorcall`	calls
0.74%	`python`	`gen_traverse`	gc
0.72%	`math.cpython-314-x86_64-linux-gnu.so`	`factorial_partial_product`	library
0.70%	`python`	`PyObject_VectorcallMethod`	dynamic
0.68%	`python`	`tuple_dealloc`	memory
0.67%	`python`	`PyObject_GC_Del`	gc
0.62%	`python`	`_PyObject_GC_NewVar`	gc
0.62%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.59%	`python`	`_PyObject_GC_New`	gc
0.58%	`python`	`gen_dealloc`	memory
0.55%	`python`	`PyDict_GetItemRef`	dict
0.53%	`python`	`_PyGC_Collect`	gc
0.52%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.52%	`python`	`slot_tp_init`	unknown
0.52%	`math.cpython-314-x86_64-linux-gnu.so`	`math_factorial`	library
0.48%	`python`	`_PyObject_MakeTpCall`	dynamic
0.47%	`python`	`meth_dealloc`	memory
0.45%	`python`	`long_lshift_int64`	int
0.42%	`python`	`PyNumber_Multiply`	dynamic
0.42%	`python`	`PyType_GenericNew`	memory
0.40%	`python`	`object_new`	memory
0.40%	`python`	`set_traverse`	gc
0.39%	`python`	`clear_slots`	unknown
0.38%	`python`	`type_new`	memory
0.38%	`python`	`subtype_dealloc`	memory
0.35%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.33%	`python`	`PyLong_FromUnsignedLong`	int
0.32%	`python`	`list_dealloc`	memory
0.32%	`python`	`dict_traverse`	gc
0.30%	`python`	`PyObject_RichCompareBool`	dynamic
0.28%	`python`	`method_get`	dynamic

async_tree_io

percentage	object	symbol	category
23.62%	`python`	`_PyEval_EvalFrameDefault`	interpreter
8.63%	`python`	`deduce_unreachable`	gc
7.64%	`python`	`visit_add_to_container`	gc
7.17%	`python`	`visit_decref`	gc
6.62%	`python`	`visit_reachable`	gc
6.04%	`python`	`gc_collect_region.isra.0`	gc
2.04%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.48%	`python`	`subtype_traverse`	gc
1.43%	`python`	`gen_traverse`	gc
1.26%	`python`	`slot_tp_richcompare`	dynamic
1.00%	`python`	`_PyGC_Collect`	gc
0.95%	`python`	`_PyFunction_Vectorcall`	calls
0.83%	`python`	`tuple_dealloc`	memory
0.81%	`python`	`PyObject_GetAttr`	dynamic
0.72%	`python`	`PyObject_VectorcallMethod`	dynamic
0.70%	`python`	`_PyObject_GC_New`	gc
0.69%	`python`	`PyObject_GC_Del`	gc
0.65%	`_heapq.cpython-314-x86_64-linux-gnu.so`	`_heapq_heappop`	library
0.60%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.58%	`python`	`slot_tp_init`	unknown
0.57%	`python`	`_PyObject_GC_NewVar`	gc
0.55%	`python`	`_PyObject_MakeTpCall`	dynamic
0.54%	`python`	`gen_dealloc`	memory
0.52%	`python`	`object_new`	memory
0.51%	`python`	`PyObject_RichCompareBool`	dynamic
0.50%	`python`	`list_dealloc`	memory
0.48%	`python`	`meth_dealloc`	memory
0.47%	`python`	`PyType_GenericNew`	memory
0.44%	`python`	`context_tp_dealloc`	memory
0.43%	`python`	`clear_slots`	unknown
0.40%	`python`	`PyDict_GetItemRef`	dict
0.39%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.39%	`python`	`list_resize`	list
0.38%	`python`	`subtype_dealloc`	memory
0.38%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.34%	`python`	`insert_to_emptydict`	dict
0.33%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`FutureObj_traverse`	library
0.33%	`python`	`_PySuper_Lookup`	dynamic
0.31%	`python`	`_PyObject_Call`	dynamic
0.31%	`python`	`PyObject_VisitManagedDict`	dynamic
0.30%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.28%	`python`	`dict_traverse`	gc
0.27%	`python`	`_PyArg_UnpackKeywords`	calls
0.27%	`python`	`type_new`	memory
0.27%	`python`	`method_get`	dynamic
0.26%	`python`	`tuple_traverse`	gc
0.25%	`python`	`dict_dealloc`	memory
0.25%	`python`	`PyLong_FromLong`	int

async_tree_io_tg

percentage	object	symbol	category
20.12%	`python`	`_PyEval_EvalFrameDefault`	interpreter
9.90%	`python`	`deduce_unreachable`	gc
9.40%	`python`	`visit_add_to_container`	gc
8.02%	`python`	`visit_decref`	gc
7.49%	`python`	`visit_reachable`	gc
7.01%	`python`	`gc_collect_region.isra.0`	gc
2.12%	`python`	`gen_traverse`	gc
1.75%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.63%	`python`	`subtype_traverse`	gc
1.35%	`python`	`_PyGC_Collect`	gc
1.04%	`python`	`_PyFunction_Vectorcall`	calls
1.04%	`python`	`slot_tp_richcompare`	dynamic
0.82%	`python`	`gen_dealloc`	memory
0.81%	`python`	`tuple_dealloc`	memory
0.79%	`python`	`PyObject_GetAttr`	dynamic
0.75%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.61%	`python`	`PyObject_VectorcallMethod`	dynamic
0.60%	`python`	`PyObject_GC_Del`	gc
0.60%	`_heapq.cpython-314-x86_64-linux-gnu.so`	`_heapq_heappop`	library
0.53%	`python`	`_PyObject_GC_New`	gc
0.53%	`python`	`set_traverse`	gc
0.52%	`python`	`slot_tp_init`	unknown
0.52%	`python`	`_PyObject_GC_NewVar`	gc
0.49%	`python`	`PyObject_RichCompareBool`	dynamic
0.46%	`python`	`meth_dealloc`	memory
0.44%	`python`	`_PyObject_MakeTpCall`	dynamic
0.44%	`python`	`subtype_dealloc`	memory
0.43%	`python`	`object_new`	memory
0.41%	`python`	`PyDict_GetItemRef`	dict
0.39%	`python`	`PyType_GenericNew`	memory
0.37%	`python`	`PyObject_GC_UnTrack`	gc
0.37%	`python`	`clear_slots`	unknown
0.36%	`python`	`list_dealloc`	memory
0.35%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`FutureObj_traverse`	library
0.34%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.33%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.28%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.28%	`python`	`insert_to_emptydict`	dict
0.28%	`python`	`PyObject_VisitManagedDict`	dynamic
0.27%	`python`	`list_resize`	list
0.27%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.26%	`python`	`_PyObject_Call`	dynamic
0.26%	`python`	`_PySuper_Lookup`	dynamic

async_tree_memoization

percentage	object	symbol	category
27.49%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.62%	`python`	`deduce_unreachable`	gc
5.38%	`python`	`visit_decref`	gc
4.97%	`python`	`visit_add_to_container`	gc
4.92%	`python`	`visit_reachable`	gc
4.22%	`python`	`gc_collect_region.isra.0`	gc
2.33%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.38%	`python`	`subtype_traverse`	gc
1.32%	`python`	`_PyFunction_Vectorcall`	calls
1.20%	`python`	`PyObject_GetAttr`	dynamic
1.07%	`python`	`_PyObject_GC_New`	gc
1.05%	`python`	`tuple_dealloc`	memory
1.00%	`python`	`PyObject_VectorcallMethod`	dynamic
0.99%	`python`	`context_tp_dealloc`	memory
0.88%	`python`	`PyObject_GC_Del`	gc
0.82%	`python`	`gen_dealloc`	memory
0.78%	`python`	`meth_dealloc`	memory
0.77%	`python`	`gen_traverse`	gc
0.74%	`python`	`slot_tp_init`	unknown
0.74%	`python`	`_PyObject_MakeTpCall`	dynamic
0.72%	`python`	`_PyGC_Collect`	gc
0.70%	`python`	`list_dealloc`	memory
0.69%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.65%	`python`	`object_new`	memory
0.64%	`python`	`_PyObject_GC_NewVar`	gc
0.63%	`python`	`PyDict_GetItemRef`	dict
0.61%	`python`	`PyType_GenericNew`	memory
0.55%	`python`	`subtype_dealloc`	memory
0.50%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.50%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.48%	`python`	`type_new`	memory
0.48%	`python`	`method_get`	dynamic
0.48%	`python`	`clear_slots`	unknown
0.45%	`python`	`insertdict`	dict
0.42%	`python`	`PyObject_RichCompareBool`	dynamic
0.40%	`python`	`PyObject_SetAttr`	dynamic
0.38%	`python`	`insert_to_emptydict`	dict
0.38%	`python`	`_PyArg_UnpackKeywords`	calls
0.37%	`python`	`list_resize`	list
0.35%	`python`	`PyObject_GC_UnTrack`	gc
0.33%	`python`	`PyIter_Send`	dynamic
0.33%	`python`	`dict_traverse`	gc
0.32%	`python`	`dict_dealloc`	memory
0.31%	`python`	`PyLong_FromLong`	int
0.29%	`python`	`PyObject_VisitManagedDict`	dynamic
0.28%	`python`	`intern_common.part.0`	str
0.28%	`python`	`dictresize`	dict
0.27%	`python`	`dict_setdefault_ref_lock_held`	dict
0.27%	`python`	`list_traverse`	gc
0.26%	`python`	`_Py_dict_lookup`	lookup
0.26%	`python`	`func_traverse`	gc
0.25%	`python`	`tuple_traverse`	gc

async_tree_memoization_tg

percentage	object	symbol	category
25.25%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.91%	`python`	`deduce_unreachable`	gc
6.40%	`python`	`visit_add_to_container`	gc
6.25%	`python`	`visit_decref`	gc
5.51%	`python`	`visit_reachable`	gc
4.59%	`python`	`gc_collect_region.isra.0`	gc
2.29%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.55%	`python`	`subtype_traverse`	gc
1.46%	`python`	`PyObject_GetAttr`	dynamic
1.19%	`python`	`_PyFunction_Vectorcall`	calls
1.14%	`python`	`gen_traverse`	gc
1.00%	`python`	`tuple_dealloc`	memory
0.95%	`python`	`PyObject_VectorcallMethod`	dynamic
0.88%	`python`	`_PyObject_GC_NewVar`	gc
0.86%	`python`	`PyObject_GC_Del`	gc
0.78%	`python`	`_PyObject_GC_New`	gc
0.77%	`python`	`PyDict_GetItemRef`	dict
0.72%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.70%	`python`	`_PyGC_Collect`	gc
0.70%	`python`	`meth_dealloc`	memory
0.70%	`python`	`gen_dealloc`	memory
0.67%	`python`	`slot_tp_init`	unknown
0.64%	`python`	`_PyObject_MakeTpCall`	dynamic
0.61%	`python`	`PyType_GenericNew`	memory
0.61%	`python`	`object_new`	memory
0.54%	`python`	`set_traverse`	gc
0.54%	`python`	`clear_slots`	unknown
0.53%	`python`	`subtype_dealloc`	memory
0.53%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.50%	`python`	`type_new`	memory
0.48%	`python`	`list_dealloc`	memory
0.48%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.45%	`python`	`method_get`	dynamic
0.44%	`python`	`PyObject_RichCompareBool`	dynamic
0.35%	`python`	`set_discard_entry`	miscobj
0.35%	`python`	`dict_traverse`	gc
0.35%	`python`	`PyIter_Send`	dynamic
0.33%	`python`	`context_tp_dealloc`	memory
0.32%	`python`	`PyObject_GC_UnTrack`	gc
0.32%	`python`	`_PyArg_UnpackKeywords`	calls
0.30%	`python`	`dict_setdefault_ref_lock_held`	dict
0.30%	`python`	`intern_common.part.0`	str
0.30%	`python`	`insert_to_emptydict`	dict
0.29%	`python`	`PyUnicode_RichCompare`	str
0.28%	`python`	`insertdict`	dict
0.27%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`task_step_impl`	library
0.26%	`python`	`dict_dealloc`	memory
0.26%	`python`	`method_vectorcall`	calls
0.26%	`python`	`PyLong_FromLong`	int

async_tree_tg

percentage	object	symbol	category
24.04%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.62%	`python`	`visit_add_to_container`	gc
6.38%	`python`	`deduce_unreachable`	gc
5.75%	`python`	`visit_decref`	gc
5.45%	`python`	`visit_reachable`	gc
4.43%	`python`	`gc_collect_region.isra.0`	gc
2.16%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.39%	`python`	`PyObject_GetAttr`	dynamic
1.38%	`python`	`subtype_traverse`	gc
1.22%	`python`	`_PyFunction_Vectorcall`	calls
1.11%	`python`	`PyObject_VectorcallMethod`	dynamic
1.09%	`python`	`gen_traverse`	gc
1.08%	`python`	`PyObject_GC_Del`	gc
0.97%	`python`	`_PyObject_GC_NewVar`	gc
0.95%	`python`	`tuple_dealloc`	memory
0.93%	`python`	`_PyObject_GC_New`	gc
0.91%	`python`	`PyDict_GetItemRef`	dict
0.81%	`python`	`_PyObject_MakeTpCall`	dynamic
0.76%	`python`	`slot_tp_init`	unknown
0.71%	`_asyncio.cpython-314-x86_64-linux-gnu.so`	`TaskObj_traverse`	library
0.70%	`python`	`PyType_GenericNew`	memory
0.67%	`python`	`object_new`	memory
0.64%	`python`	`_PyGC_Collect`	gc
0.62%	`python`	`gen_dealloc`	memory
0.62%	`python`	`meth_dealloc`	memory
0.57%	`python`	`type_new`	memory
0.56%	`python`	`set_traverse`	gc
0.56%	`python`	`subtype_dealloc`	memory
0.52%	`python`	`clear_slots`	unknown
0.50%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.50%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.45%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.44%	`python`	`PyObject_RichCompareBool`	dynamic
0.44%	`python`	`list_dealloc`	memory
0.41%	`python`	`_PyArg_UnpackKeywords`	calls
0.38%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.37%	`python`	`dict_traverse`	gc
0.36%	`python`	`method_get`	dynamic
0.35%	`python`	`insertdict`	dict
0.33%	`python`	`insert_to_emptydict`	dict
0.33%	`python`	`PyUnicode_RichCompare`	str
0.33%	`python`	`PyLong_FromLong`	int
0.31%	`[kernel.kallsyms]`	`rmqueue`	kernel
0.31%	`python`	`dict_setdefault_ref_lock_held`	dict
0.30%	`python`	`intern_common.part.0`	str
0.30%	`python`	`_PyCode_New`	interpreter
0.29%	`python`	`dict_dealloc`	memory
0.29%	`python`	`long_dealloc`	memory
0.28%	`python`	`PyObject_VisitManagedDict`	dynamic
0.27%	`python`	`PyLong_FromUnsignedLongLong`	int
0.27%	`python`	`allocate_from_new_pool`	memory
0.27%	`python`	`unicodekeys_lookup_unicode`	lookup
0.26%	`[kernel.kallsyms]`	`sync_regs`	kernel
0.26%	`python`	`_Py_dict_lookup`	lookup
0.25%	`python`	`method_vectorcall`	calls

asyncio_websockets

percentage	object	symbol	category
65.65%	`libz.so.1.2.11`	`crc32_combine64`	library
20.81%	`libz.so.1.2.11`	`inflateBackEnd`	library
2.70%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.48%	`python`	`_PyEval_EvalFrameDefault`	interpreter
0.41%	`libz.so.1.2.11`	`inflateCodesUsed`	library
0.40%	`python`	`type_new`	memory

bpe_tokeniser

percentage	object	symbol	category
30.84%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.54%	`python`	`tuple_dealloc`	memory
5.93%	`python`	`list_dealloc`	memory
3.68%	`python`	`dict_subscript`	dict
2.62%	`python`	`zip_new`	memory
2.47%	`python`	`_PyObject_MakeTpCall`	dynamic
2.42%	`python`	`list_subscript`	list
2.06%	`python`	`insertdict`	dict
2.01%	`python`	`list_iter`	list
1.92%	`python`	`listiter_dealloc`	memory
1.63%	`python`	`slot_mp_subscript`	unknown
1.62%	`python`	`listiter_next`	list
1.59%	`python`	`PyList_New`	memory
1.53%	`python`	`zip_next`	unknown
1.46%	`python`	`tuple_hash`	tuple
1.43%	`python`	`deduce_unreachable`	gc
1.39%	`python`	`tuple_richcompare`	tuple
1.33%	`python`	`wrapperdescr_call`	unknown
1.24%	`python`	`visit_decref`	gc
1.23%	`python`	`zip_dealloc`	memory
1.23%	`python`	`list_traverse`	gc
1.17%	`python`	`visit_reachable`	gc
1.10%	`python`	`slot_mp_ass_subscript`	unknown
1.08%	`python`	`long_sub`	int
1.02%	`python`	`long_add`	int
0.80%	`python`	`_PyObject_GC_New`	gc
0.80%	`python`	`PyObject_RichCompare`	dynamic
0.78%	`python`	`PyObject_GetItem`	dynamic
0.77%	`python`	`gc_collect_region.isra.0`	gc
0.71%	`python`	`PyObject_GC_Del`	gc
0.67%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.66%	`python`	`list_resize`	list
0.66%	`python`	`wrap_objobjargproc`	unknown
0.65%	`python`	`PyMem_Malloc`	memory
0.63%	`python`	`visit_add_to_container`	gc
0.62%	`python`	`PyTuple_New`	memory
0.59%	`python`	`_PyObject_Malloc`	memory
0.57%	`python`	`_PyObject_LookupSpecial`	dynamic
0.51%	`python`	`method_vectorcall_O`	calls
0.50%	`python`	`PyNumber_AsSsize_t`	dynamic
0.49%	`python`	`func_descr_get`	unknown
0.48%	`python`	`method_dealloc`	memory
0.47%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.47%	`python`	`PyArg_UnpackTuple`	calls
0.44%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.40%	`python`	`dictiter_iternextkey`	dict
0.35%	`python`	`bytes_richcompare`	str
0.34%	`python`	`_PyFunction_Vectorcall`	calls
0.30%	`python`	`PyObject_SetItem`	dynamic
0.30%	`python`	`type_call`	dynamic
0.29%	`python`	`dict_traverse`	gc
0.29%	`python`	`method_vectorcall`	calls
0.28%	`python`	`PyObject_Vectorcall`	dynamic
0.28%	`python`	`tuple_traverse`	gc
0.28%	`python`	`_PyEvalFramePushAndInit`	interpreter

chaos

percentage	object	symbol	category
48.73%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.06%	`python`	`_PyEval_FrameClearAndPop`	interpreter
3.00%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
2.24%	`python`	`long_sub`	int
1.52%	`python`	`subtype_dealloc`	memory
1.49%	`python`	`range_vectorcall`	miscobj
1.48%	`python`	`long_add`	int
1.41%	`python`	`PyType_GenericAlloc`	memory
1.31%	`python`	`type_new`	memory
1.21%	`python`	`float_div`	float
0.99%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.99%	`python`	`float_sub`	float
0.95%	`python`	`range_iter`	miscobj
0.92%	`python`	`PyNumber_TrueDivide`	dynamic
0.92%	`libm-2.31.so`	`__ieee754_pow_fma`	library
0.88%	`python`	`PyNumber_Subtract`	dynamic
0.79%	`python`	`float_richcompare`	float
0.79%	`python`	`deduce_unreachable`	gc
0.78%	`python`	`PyObject_GC_Del`	gc
0.78%	`python`	`PyLong_AsDouble`	int
0.74%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.70%	`python`	`float_pow`	float
0.67%	`python`	`float_dealloc`	memory
0.65%	`python`	`intern_common.part.0`	str
0.61%	`python`	`tuple_dealloc`	memory
0.58%	`python`	`PyLong_FromLong`	int
0.58%	`python`	`visit_decref`	gc
0.57%	`python`	`_PyCode_New`	interpreter
0.57%	`python`	`convert_to_double`	unknown
0.55%	`python`	`PyObject_Free`	dynamic
0.50%	`python`	`range_dealloc`	memory
0.48%	`python`	`gc_collect_region.isra.0`	gc
0.48%	`python`	`r_object`	import
0.48%	`python`	`vectorcall_maybe.constprop.0`	unknown
0.46%	`python`	`PyObject_RichCompare`	dynamic
0.42%	`python`	`list_dealloc`	memory
0.41%	`python`	`visit_reachable`	gc
0.37%	`python`	`PyUnicode_FromKindAndData`	str
0.26%	`python`	`PyType_IsSubtype`	dynamic

comprehensions

percentage	object	symbol	category
45.46%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.91%	`python`	`dict_get`	dict
2.59%	`python`	`PyFunction_NewWithQualName`	memory
2.44%	`python`	`list_resize`	list
2.13%	`python`	`PyDict_GetItemRef`	dict
1.93%	`python`	`list_dealloc`	memory
1.70%	`python`	`list_iter`	list
1.63%	`python`	`unsafe_tuple_compare`	unknown
1.55%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.46%	`python`	`gen_dealloc`	memory
1.40%	`python`	`func_dealloc`	memory
1.37%	`python`	`insertdict`	dict
1.15%	`python`	`type_new`	memory
1.10%	`python`	`_Py_MakeCoro`	unknown
1.01%	`python`	`PyObject_GC_Del`	gc
0.98%	`python`	`tuple_dealloc`	memory
0.94%	`python`	`listiter_dealloc`	memory
0.92%	`python`	`long_richcompare`	int
0.88%	`python`	`long_hash`	int
0.78%	`python`	`PyObject_RichCompare`	dynamic
0.72%	`python`	`_Py_type_getattro`	lookup
0.71%	`python`	`PyObject_GetIter`	dynamic
0.65%	`python`	`list_sort_impl`	list
0.64%	`python`	`dictresize`	dict
0.62%	`python`	`deduce_unreachable`	gc
0.59%	`python`	`intern_common.part.0`	str
0.58%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.56%	`python`	`_PyObject_Malloc`	memory
0.54%	`python`	`_PyCode_New`	interpreter
0.51%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.50%	`python`	`gen_close`	unknown
0.49%	`python`	`visit_decref`	gc
0.47%	`python`	`builtin_any`	unknown
0.46%	`python`	`dict_dealloc`	memory
0.45%	`python`	`gc_collect_region.isra.0`	gc
0.44%	`python`	`gen_iternext`	miscobj
0.42%	`python`	`PyList_New`	memory
0.41%	`python`	`PyObject_Hash`	dynamic
0.40%	`python`	`PyObject_GetAttr`	dynamic
0.39%	`python`	`r_object`	import
0.37%	`python`	`unsafe_object_compare`	unknown
0.36%	`python`	`tuple_subscript`	tuple
0.36%	`python`	`visit_reachable`	gc
0.32%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.32%	`python`	`PyUnicode_FromKindAndData`	str
0.30%	`python`	`insert_to_emptydict`	dict
0.28%	`python`	`PyObject_IsTrue`	dynamic
0.27%	`python`	`object_richcompare`	dynamic

concurrent_imap

percentage	object	symbol	category
15.91%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.90%	`python`	`type_new`	memory
2.10%	`[kernel.kallsyms]`	`memset_erms`	kernel
1.62%	`python`	`intern_common.part.0`	str
1.41%	`python`	`_PyCode_New`	interpreter
1.25%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.05%	`python`	`r_object`	import
0.83%	`python`	`tuple_dealloc`	memory
0.81%	`python`	`PyUnicode_FromKindAndData`	str
0.78%	`python`	`deduce_unreachable`	gc
0.77%	`python`	`visit_decref`	gc
0.71%	`python`	`PyDict_GetItemRef`	dict
0.71%	`[kernel.kallsyms]`	`page_counter_cancel`	kernel
0.70%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.66%	`python`	`PyObject_GetAttr`	dynamic
0.64%	`python`	`siphash13`	str
0.63%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.60%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.55%	`[kernel.kallsyms]`	`zap_pte_range.isra.0`	kernel
0.50%	`[kernel.kallsyms]`	`_raw_spin_lock`	kernel
0.49%	`python`	`find_name_in_mro`	lookup
0.49%	`python`	`visit_reachable`	gc
0.48%	`python`	`gc_collect_region.isra.0`	gc
0.48%	`python`	`insertdict`	dict
0.48%	`libc-2.31.so`	`_int_malloc`	libc
0.48%	`[kernel.kallsyms]`	`memcpy_erms`	kernel
0.44%	`python`	`vgetargskeywords.constprop.0`	calls
0.43%	`python`	`unicode_dealloc`	memory
0.41%	`python`	`list_dealloc`	memory
0.40%	`[kernel.kallsyms]`	`clear_bhb_loop`	kernel
0.37%	`[kernel.kallsyms]`	`generic_permission`	kernel
0.37%	`[kernel.kallsyms]`	`copy_page`	kernel
0.37%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.37%	`libpthread-2.31.so`	`pthread_create@@GLIBC_2.2.5`	library
0.36%	`[kernel.kallsyms]`	`__d_lookup_rcu`	kernel
0.35%	`[kernel.kallsyms]`	`copy_process`	kernel
0.34%	`python`	`type_ready`	dynamic
0.33%	`python`	`PyObject_SetAttr`	dynamic
0.32%	`python`	`PyObject_GC_Del`	gc
0.32%	`[kernel.kallsyms]`	`psi_task_change`	kernel
0.32%	`[kernel.kallsyms]`	`copy_user_enhanced_fast_string`	kernel
0.32%	`libc-2.31.so`	`_int_free`	libc
0.31%	`[kernel.kallsyms]`	`_raw_spin_lock_irqsave`	kernel
0.31%	`python`	`dict_dealloc`	memory
0.31%	`python`	`dictresize`	dict
0.31%	`python`	`PyBytes_FromStringAndSize`	str
0.30%	`[kernel.kallsyms]`	`native_flush_tlb_one_user`	kernel
0.29%	`python`	`_PyObject_MakeTpCall`	dynamic
0.29%	`libc-2.31.so`	`__libc_malloc`	libc
0.29%	`[kernel.kallsyms]`	`__fget_light`	kernel
0.29%	`python`	`subtype_dealloc`	memory
0.29%	`python`	`PyMem_Free`	memory
0.29%	`[kernel.kallsyms]`	`__queue_work`	kernel
0.28%	`python`	`_PyEval_LoadGlobalStackRef`	interpreter
0.28%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.28%	`python`	`_PyObject_LookupSpecialMethod`	dynamic
0.28%	`[kernel.kallsyms]`	`native_sched_clock`	kernel
0.28%	`[kernel.kallsyms]`	`inode_permission`	kernel
0.28%	`python`	`_Py_dict_lookup`	lookup
0.28%	`[kernel.kallsyms]`	`perf_event_alloc`	kernel
0.27%	`[kernel.kallsyms]`	`kmem_cache_alloc`	kernel
0.27%	`python`	`PyDict_SetItem`	dict
0.27%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.26%	`[kernel.kallsyms]`	`do_syscall_64`	kernel
0.26%	`python`	`long_dealloc`	memory
0.26%	`[kernel.kallsyms]`	`page_counter_try_charge`	kernel
0.25%	`[kernel.kallsyms]`	`find_vma`	kernel

coroutines

percentage	object	symbol	category
44.90%	`python`	`_PyEval_EvalFrameDefault`	interpreter
13.24%	`python`	`gen_dealloc`	memory
6.99%	`python`	`_PyObject_GC_NewVar`	gc
4.82%	`python`	`_PyEval_EvalFrameDefault.cold`	interpreter
3.42%	`python`	`make_gen`	miscobj
2.56%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.48%	`python`	`long_sub`	int
2.34%	`python`	`_PyFrame_ClearExceptCode`	interpreter
2.29%	`python`	`_Py_MakeCoro`	unknown
1.58%	`python`	`long_add`	int
1.49%	`python`	`_PyEval_GetAwaitable`	interpreter
1.21%	`python`	`_PyCoro_GetAwaitableIter`	unknown
0.85%	`python`	`type_new`	memory
0.52%	`python`	`deduce_unreachable`	gc
0.52%	`python`	`_PyGen_yf`	miscobj
0.48%	`python`	`intern_common.part.0`	str
0.43%	`python`	`_PyCode_New`	interpreter
0.40%	`python`	`visit_decref`	gc
0.36%	`python`	`gc_collect_region.isra.0`	gc
0.32%	`python`	`r_object`	import
0.27%	`python`	`visit_reachable`	gc

coverage

percentage	object	symbol	category
22.03%	`python`	`_PyEval_EvalFrameDefault`	interpreter
8.06%	`tracer.cpython-314-x86_64-linux-gnu.so`	`CTracer_trace`	library
4.76%	`python`	`intern_common.part.0`	str
3.89%	`python`	`call_instrumentation_vector`	interpreter
3.78%	`python`	`siphash13`	str
3.43%	`python`	`PyUnicode_InternFromString`	str
2.77%	`python`	`PySet_Add`	miscobj
2.76%	`python`	`frame_dealloc`	memory
2.62%	`python`	`PyObject_SetAttr`	dynamic
2.60%	`python`	`_PyObject_VectorcallTstate.lto_priv.1`	dynamic
2.36%	`python`	`_Py_dict_lookup`	lookup
2.23%	`python`	`_PyFrame_MakeAndSetFrameObject`	unknown
2.02%	`python`	`call_one_instrument`	unknown
1.87%	`python`	`PyLong_FromLong`	int
1.82%	`python`	`dict_getitem`	dict
1.69%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.48%	`python`	`_PyEval_LoadGlobalStackRef`	interpreter
1.41%	`python`	`unicode_dealloc`	memory
1.28%	`python`	`call_trace_func.isra.0`	unknown
1.07%	`python`	`type_new`	memory
0.64%	`python`	`_PyCode_GetCode`	interpreter
0.63%	`python`	`long_sub`	int
0.61%	`python`	`deduce_unreachable`	gc
0.61%	`python`	`PyEval_GetFrame`	interpreter
0.61%	`python`	`long_hash`	int
0.58%	`python`	`_PyCode_New`	interpreter
0.57%	`python`	`visit_decref`	gc
0.57%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.56%	`python`	`_Py_CheckFunctionResult`	calls
0.56%	`tracer.cpython-314-x86_64-linux-gnu.so`	`CTracer_set_pdata_stack`	library
0.55%	`python`	`PyFrame_GetCode`	exceptions
0.55%	`python`	`gc_collect_region.isra.0`	gc
0.51%	`python`	`long_add`	int
0.49%	`python`	`visit_reachable`	gc
0.49%	`python`	`frame_settrace`	unknown
0.46%	`python`	`_PyEval_GetFrame`	interpreter
0.45%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.43%	`python`	`hashtable_unicode_hash`	unknown
0.40%	`python`	`PyFrame_GetLineNumber`	exceptions
0.40%	`python`	`PyObject_SetAttrString`	dynamic
0.38%	`libc-2.31.so`	`__strlen_avx2`	libc
0.38%	`python`	`r_object`	import
0.34%	`python`	`getset_set`	unknown
0.32%	`python`	`PyUnicode_FromKindAndData`	str
0.30%	`python`	`_Py_call_instrumentation_arg`	unknown
0.28%	`python`	`compute_line`	unknown

crypto_pyaes

percentage	object	symbol	category
36.91%	`python`	`_PyEval_EvalFrameDefault`	interpreter
8.41%	`python`	`long_dealloc`	memory
7.35%	`python`	`long_bitwise`	int
5.06%	`python`	`long_rshift`	int
3.94%	`python`	`long_mod`	int
3.35%	`python`	`long_and`	int
2.75%	`python`	`_PyLong_New`	memory
1.66%	`python`	`binary_op`	unknown
1.18%	`python`	`long_add`	int
1.17%	`python`	`PyNumber_And`	dynamic
1.12%	`python`	`type_new`	memory
1.05%	`python`	`list_dealloc`	memory
0.86%	`python`	`maybe_small_long`	unknown
0.78%	`python`	`PyNumber_Remainder`	dynamic
0.78%	`python`	`PyNumber_Rshift`	dynamic
0.75%	`python`	`long_xor`	int
0.67%	`python`	`range_vectorcall`	miscobj
0.64%	`python`	`_PyObject_Free`	memory
0.62%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.62%	`python`	`_PyLong_FromSTwoDigits`	int
0.58%	`python`	`deduce_unreachable`	gc
0.58%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.55%	`python`	`_PyCode_New`	interpreter
0.55%	`python`	`intern_common.part.0`	str
0.54%	`python`	`range_iter`	miscobj
0.54%	`python`	`visit_decref`	gc
0.53%	`python`	`gc_collect_region.isra.0`	gc
0.50%	`python`	`PyLong_FromLong`	int
0.46%	`python`	`dict_get`	dict
0.44%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.43%	`python`	`r_object`	import
0.39%	`python`	`PyObject_Free`	dynamic
0.35%	`python`	`visit_reachable`	gc
0.29%	`python`	`PyUnicode_FromKindAndData`	str
0.27%	`python`	`tuple_dealloc`	memory
0.26%	`python`	`range_dealloc`	memory
0.26%	`python`	`siphash13`	str

deepcopy

percentage	object	symbol	category
42.36%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.71%	`python`	`_PyEval_FrameClearAndPop`	interpreter
4.09%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.93%	`python`	`dict_get`	dict
1.81%	`python`	`insertdict`	dict
1.69%	`python`	`long_dealloc`	memory
1.53%	`python`	`set_contains_lock_held`	miscobj
1.46%	`python`	`_PyLong_New`	memory
1.40%	`python`	`PyDict_GetItemRef`	dict
1.19%	`python`	`insert_to_emptydict`	dict
1.08%	`python`	`tuple_dealloc`	memory
0.97%	`python`	`list_dealloc`	memory
0.95%	`python`	`PyObject_GetAttr`	dynamic
0.93%	`python`	`long_hash`	int
0.89%	`python`	`dict_dealloc`	memory
0.83%	`python`	`type_new`	memory
0.82%	`python`	`PySys_Audit`	unknown
0.81%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.65%	`python`	`dictiter_iternextitem`	dict
0.64%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.62%	`python`	`builtin_id`	unknown
0.59%	`python`	`long_richcompare`	int
0.56%	`python`	`PyTraceBack_Here`	exceptions
0.54%	`python`	`list_resize`	list
0.53%	`python`	`list_append`	list
0.51%	`python`	`method_get`	dynamic
0.51%	`python`	`meth_dealloc`	memory
0.48%	`python`	`BaseException_vectorcall`	exceptions
0.48%	`python`	`PyObject_Hash`	dynamic
0.46%	`python`	`object_new`	memory
0.46%	`python`	`PyObject_RichCompareBool`	dynamic
0.43%	`python`	`PyMem_Realloc`	memory
0.43%	`python`	`PyObject_GC_Del`	gc
0.42%	`python`	`_PyObject_GenericGetAttrWithDict`	dynamic
0.42%	`python`	`_PyCode_New`	interpreter
0.40%	`python`	`deduce_unreachable`	gc
0.40%	`python`	`intern_common.part.0`	str
0.39%	`python`	`dict_items`	dict
0.38%	`python`	`unicodekeys_lookup_unicode`	lookup
0.37%	`python`	`cell_dealloc`	memory
0.37%	`python`	`visit_decref`	gc
0.36%	`python`	`object_isinstance`	dynamic
0.34%	`python`	`dict_merge`	dict
0.34%	`python`	`_PyObject_GC_New`	gc
0.33%	`python`	`gc_collect_region.isra.0`	gc
0.31%	`python`	`_PyFrame_MakeAndSetFrameObject`	unknown
0.31%	`python`	`_Py_type_getattro`	lookup
0.31%	`python`	`slot_tp_init`	unknown
0.31%	`python`	`PyList_New`	memory
0.31%	`python`	`BaseException_dealloc`	memory
0.30%	`python`	`r_object`	import
0.30%	`python`	`dictiter_dealloc`	memory
0.30%	`python`	`func_descr_get`	unknown
0.29%	`python`	`PyMem_Free`	memory
0.27%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.26%	`python`	`dictview_dealloc`	memory
0.26%	`python`	`dictitems_iter`	unknown
0.25%	`python`	`subtype_dealloc`	memory

deltablue

percentage	object	symbol	category
58.27%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.03%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.64%	`python`	`deduce_unreachable`	gc
1.56%	`python`	`gc_collect_region.isra.0`	gc
1.43%	`python`	`type_new`	memory
1.16%	`python`	`visit_decref`	gc
1.10%	`python`	`_PySuper_Lookup`	dynamic
0.91%	`python`	`_PyObject_GetMethod`	dynamic
0.80%	`python`	`PyObject_GetAttr`	dynamic
0.76%	`python`	`_PyCode_New`	interpreter
0.76%	`python`	`intern_common.part.0`	str
0.71%	`python`	`_Py_type_getattro`	lookup
0.63%	`python`	`PyObject_GC_Del`	gc
0.62%	`python`	`method_dealloc`	memory
0.60%	`python`	`visit_reachable`	gc
0.57%	`python`	`cm_descr_get`	unknown
0.55%	`python`	`subtype_traverse`	gc
0.50%	`python`	`r_object`	import
0.46%	`python`	`subtype_dealloc`	memory
0.44%	`python`	`PyType_GenericNew`	memory
0.42%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.41%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.41%	`python`	`tuple_dealloc`	memory
0.40%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.40%	`python`	`list_iter`	list
0.37%	`python`	`PyUnicode_FromKindAndData`	str
0.37%	`python`	`long_add`	int
0.32%	`python`	`siphash13`	str
0.32%	`python`	`PyType_GenericAlloc`	memory
0.32%	`python`	`unicodekeys_lookup_unicode`	lookup
0.32%	`python`	`long_dealloc`	memory
0.31%	`python`	`PyObject_SetAttr`	dynamic
0.28%	`python`	`list_dealloc`	memory
0.27%	`python`	`long_mul`	int
0.25%	`python`	`visit_add_to_container`	gc
0.25%	`python`	`_PyObject_Malloc`	memory

django_template

percentage	object	symbol	category
36.95%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.42%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.36%	`python`	`type_new`	memory
1.70%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.66%	`python`	`object_isinstance`	dynamic
1.24%	`python`	`deduce_unreachable`	gc
1.21%	`python`	`intern_common.part.0`	str
1.14%	`python`	`tuple_dealloc`	memory
1.12%	`python`	`insertdict`	dict
1.11%	`python`	`gc_collect_region.isra.0`	gc
1.05%	`python`	`visit_decref`	gc
0.98%	`python`	`_PyCode_New`	interpreter
0.92%	`python`	`PyDict_GetItemRef`	dict
0.87%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.86%	`python`	`PyFunction_NewWithQualName`	memory
0.85%	`python`	`PyObject_GC_Del`	gc
0.81%	`python`	`unicode_replace`	str
0.74%	`python`	`r_object`	import
0.74%	`python`	`visit_reachable`	gc
0.72%	`python`	`list_dealloc`	memory
0.72%	`python`	`_PyObject_GetMethod`	dynamic
0.64%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.64%	`python`	`PyType_GenericAlloc`	memory
0.62%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.61%	`python`	`_PyObject_GenericGetAttrWithDict`	dynamic
0.56%	`python`	`PyUnicode_FromKindAndData`	str
0.56%	`python`	`tupleiter_dealloc`	memory
0.54%	`python`	`dict_dealloc`	memory
0.53%	`python`	`_PyObject_GC_New`	gc
0.52%	`python`	`_Py_MakeCoro`	unknown
0.52%	`python`	`unicode_dealloc`	memory
0.50%	`python`	`long_to_decimal_string_internal`	int
0.47%	`python`	`func_dealloc`	memory
0.47%	`python`	`tuple_iter`	tuple
0.45%	`python`	`list_iter`	list
0.44%	`libz.so.1.2.11`	`inflateBackEnd`	library
0.43%	`python`	`slot_sq_contains`	unknown
0.42%	`python`	`siphash13`	str
0.39%	`python`	`PyObject_GetIter`	dynamic
0.37%	`python`	`code_dealloc`	memory
0.37%	`python`	`list_vectorcall`	list
0.36%	`python`	`slot_mp_ass_subscript`	unknown
0.35%	`python`	`_PyUnicode_JoinArray`	str
0.33%	`python`	`meth_dealloc`	memory
0.32%	`python`	`_PyObject_MakeTpCall`	dynamic
0.29%	`libc-2.31.so`	`_int_malloc`	libc
0.29%	`python`	`enum_next`	miscobj
0.29%	`python`	`slot_mp_subscript`	unknown
0.29%	`python`	`_Py_dict_lookup`	lookup
0.28%	`python`	`builtin_getattr`	lookup
0.28%	`python`	`unicodekeys_lookup_unicode`	lookup
0.27%	`python`	`chain_next`	unknown
0.27%	`python`	`dict_traverse`	gc
0.27%	`python`	`gen_dealloc`	memory
0.26%	`python`	`find_name_in_mro`	lookup
0.26%	`python`	`getset_get`	dynamic
0.26%	`python`	`subtype_dealloc`	memory
0.26%	`python`	`_PyObject_Calloc`	memory
0.26%	`python`	`PyObject_Str`	dynamic
0.25%	`python`	`long_sub`	int

docutils

percentage	object	symbol	category
26.82%	`python`	`_PyEval_EvalFrameDefault`	interpreter
7.68%	`python`	`sre_ucs1_match`	library
3.81%	`python`	`deduce_unreachable`	gc
3.03%	`python`	`sre_ucs2_charset.isra.0`	library
2.98%	`python`	`gc_collect_region.isra.0`	gc
2.82%	`python`	`PyObject_GetAttr`	dynamic
2.12%	`python`	`visit_add_to_container`	gc
2.02%	`python`	`find_name_in_mro`	lookup
2.00%	`python`	`visit_decref`	gc
1.98%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.89%	`python`	`list_dealloc`	memory
1.31%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.08%	`python`	`PyObject_SetAttr`	dynamic
1.01%	`python`	`_PyObject_GetMethod`	dynamic
0.99%	`python`	`PyDict_GetItemRef`	dict
0.94%	`python`	`_PyUnicode_JoinArray`	str
0.93%	`python`	`visit_reachable`	gc
0.79%	`python`	`unicodekeys_lookup_unicode`	lookup
0.79%	`python`	`object_isinstance`	dynamic
0.79%	`python`	`dict_traverse`	gc
0.78%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.75%	`python`	`subtype_traverse`	gc
0.74%	`python`	`list_traverse`	gc
0.74%	`python`	`tuple_dealloc`	memory
0.70%	`python`	`PyMem_Free`	memory
0.66%	`python`	`list_subscript`	list
0.64%	`python`	`PyUnicode_Format`	str
0.61%	`python`	`insertdict`	dict
0.59%	`python`	`unicode_dealloc`	memory
0.59%	`python`	`PyMem_Malloc`	memory
0.56%	`python`	`dict_dealloc`	memory
0.55%	`python`	`_PyObject_GenericGetAttrWithDict`	dynamic
0.53%	`python`	`_sre_SRE_Pattern_match`	library
0.50%	`python`	`func_descr_get`	unknown
0.50%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.48%	`python`	`sre_ucs1_count`	library
0.46%	`python`	`_PyObject_GC_New`	gc
0.45%	`python`	`_Py_dict_lookup`	lookup
0.42%	`python`	`PyObject_GC_Del`	gc
0.41%	`python`	`PyDict_Contains`	dict
0.41%	`python`	`PyList_New`	memory
0.39%	`python`	`method_dealloc`	memory
0.39%	`libc-2.31.so`	`_int_malloc`	libc
0.39%	`python`	`list_vectorcall`	list
0.39%	`python`	`_PyGC_Collect`	gc
0.39%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.36%	`python`	`list_iter`	list
0.34%	`python`	`getset_get`	dynamic
0.32%	`python`	`_Py_type_getattro`	lookup
0.32%	`python`	`gen_dealloc`	memory
0.29%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.28%	`python`	`unicode_split`	str
0.27%	`python`	`subtype_dealloc`	memory
0.26%	`python`	`insert_to_emptydict`	dict
0.26%	`python`	`siphash13`	str
0.26%	`python`	`list_resize`	list

dulwich_log

percentage	object	symbol	category
31.31%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.20%	`libz.so.1.2.11`	`inflateCodesUsed`	library
2.02%	`libz.so.1.2.11`	`inflateBackEnd`	library
1.83%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.51%	`libz.so.1.2.11`	`inflate`	library
1.40%	`python`	`PyBytes_FromStringAndSize`	str
1.24%	`python`	`type_new`	memory
1.08%	`python`	`object_dealloc`	memory
0.92%	`python`	`tuple_dealloc`	memory
0.80%	`python`	`visit_decref`	gc
0.79%	`python`	`long_dealloc`	memory
0.78%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.78%	`python`	`list_dealloc`	memory
0.69%	`python`	`intern_common.part.0`	str
0.66%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.65%	`python`	`_PyCode_New`	interpreter
0.64%	`python`	`deduce_unreachable`	gc
0.62%	`[kernel.kallsyms]`	`copy_user_enhanced_fast_string`	kernel
0.58%	`python`	`gc_collect_region.isra.0`	gc
0.55%	`python`	`siphash13`	str
0.53%	`python`	`PyList_New`	memory
0.51%	`[kernel.kallsyms]`	`__d_lookup_rcu`	kernel
0.51%	`python`	`unicode_dealloc`	memory
0.49%	`python`	`r_object`	import
0.48%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.47%	`python`	`visit_reachable`	gc
0.46%	`python`	`PyObject_GC_Del`	gc
0.46%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.45%	`libc-2.31.so`	`_int_malloc`	libc
0.42%	`python`	`long_add`	int
0.41%	`python`	`PyDict_GetItemRef`	dict
0.39%	`python`	`PyType_GenericAlloc`	memory
0.37%	`python`	`slot_tp_init`	unknown
0.36%	`python`	`subtype_dealloc`	memory
0.36%	`python`	`PyUnicode_FSConverter`	str
0.35%	`python`	`_PyLong_FromBytes`	int
0.34%	`python`	`clear_slots`	unknown
0.34%	`python`	`PySlice_Unpack`	miscobj
0.33%	`python`	`unicode_encode`	str
0.33%	`python`	`PyObject_RichCompare`	dynamic
0.33%	`python`	`PyUnicode_FromKindAndData`	str
0.32%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.30%	`[kernel.kallsyms]`	`link_path_walk.part.0`	kernel
0.29%	`python`	`_PyObject_GC_New`	gc
0.27%	`python`	`find_name_in_mro`	lookup
0.27%	`[kernel.kallsyms]`	`clear_bhb_loop`	kernel
0.27%	`python`	`bytes_richcompare`	str
0.26%	`python`	`PyUnicode_New`	memory
0.26%	`libpthread-2.31.so`	`__pthread_mutex_lock`	library
0.26%	`python`	`PyFunction_NewWithQualName`	memory
0.26%	`libz.so.1.2.11`	`adler32_z`	library
0.26%	`python`	`object_new`	memory
0.25%	`python`	`_PyFunction_Vectorcall`	calls
0.25%	`libc-2.31.so`	`__libc_malloc`	libc
0.25%	`libc-2.31.so`	`__strlen_avx2`	libc

fannkuch

percentage	object	symbol	category
39.27%	`python`	`_PyEval_EvalFrameDefault`	interpreter
10.03%	`python`	`list_subscript`	list
7.43%	`python`	`list_ass_slice_lock_held`	list
7.14%	`python`	`list_dealloc`	memory
3.90%	`python`	`slice_dealloc`	memory
3.06%	`python`	`_PyObject_Malloc`	memory
2.76%	`python`	`long_add`	int
2.72%	`python`	`list_ass_subscript`	list
1.80%	`python`	`PySlice_New`	memory
1.62%	`python`	`PySlice_Unpack`	miscobj
1.60%	`python`	`_PyBuildSlice_Consume2`	unknown
1.50%	`python`	`list_new_prealloc`	memory
1.39%	`python`	`_PyEval_SliceIndex`	interpreter
1.08%	`python`	`ins1`	unknown
1.07%	`python`	`PyObject_GetItem`	dynamic
1.06%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.89%	`python`	`PyNumber_AsSsize_t`	dynamic
0.79%	`python`	`long_sub`	int
0.71%	`python`	`PyMem_Malloc`	memory
0.68%	`python`	`list_pop`	list
0.63%	`python`	`PyObject_SetItem`	dynamic
0.58%	`python`	`PySequence_Fast`	dynamic
0.56%	`python`	`PySlice_AdjustIndices`	miscobj
0.47%	`python`	`PyMem_Free`	memory
0.41%	`python`	`type_new`	memory
0.36%	`python`	`list_insert`	list
0.35%	`python`	`PyLong_AsSsize_t`	int
0.26%	`python`	`list_resize`	list
0.26%	`python`	`deduce_unreachable`	gc

float

percentage	object	symbol	category
38.69%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.54%	`libm-2.31.so`	`__sin_fma`	library
2.46%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.41%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
2.37%	`libm-2.31.so`	`__cos_fma`	library
2.25%	`python`	`visit_decref`	gc
2.12%	`python`	`subtype_traverse`	gc
1.78%	`python`	`float_div`	float
1.73%	`python`	`_PyObject_Malloc`	memory
1.67%	`python`	`slot_tp_init`	unknown
1.63%	`python`	`deduce_unreachable`	gc
1.60%	`python`	`object_new`	memory
1.50%	`python`	`visit_add_to_container`	gc
1.46%	`python`	`visit_reachable`	gc
1.42%	`python`	`clear_slots`	unknown
1.31%	`python`	`PyFloat_AsDouble`	float
1.15%	`python`	`PyFloat_FromDouble`	float
1.13%	`python`	`float_dealloc`	memory
1.05%	`python`	`gc_collect_region.isra.0`	gc
1.00%	`python`	`type_new`	memory
0.95%	`python`	`_PyObject_Free`	memory
0.91%	`python`	`_PyObject_MakeTpCall`	dynamic
0.90%	`python`	`tuple_dealloc`	memory
0.80%	`python`	`subtype_dealloc`	memory
0.76%	`python`	`long_dealloc`	memory
0.76%	`python`	`PyLong_FromLong`	int
0.68%	`python`	`binary_op1`	unknown
0.66%	`python`	`PyLong_AsDouble`	int
0.62%	`python`	`float_mul`	float
0.57%	`python`	`list_dealloc`	memory
0.55%	`python`	`intern_common.part.0`	str
0.52%	`python`	`_PyCode_New`	interpreter
0.49%	`python`	`PyObject_GC_Del`	gc
0.44%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.42%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.40%	`python`	`binary_iop1`	unknown
0.40%	`python`	`PyNumber_Multiply`	dynamic
0.39%	`python`	`list_subscript`	list
0.37%	`python`	`r_object`	import
0.36%	`python`	`PyNumber_TrueDivide`	dynamic
0.36%	`python`	`dict_traverse`	gc
0.36%	`math.cpython-314-x86_64-linux-gnu.so`	`math_sqrt`	library
0.35%	`python`	`binary_iop`	unknown
0.32%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.31%	`[kernel.kallsyms]`	`sync_regs`	kernel
0.31%	`python`	`PyUnicode_FromKindAndData`	str
0.30%	`python`	`list_traverse`	gc
0.28%	`[kernel.kallsyms]`	`free_pcppages_bulk`	kernel
0.27%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.27%	`math.cpython-314-x86_64-linux-gnu.so`	`math_cos`	library
0.26%	`math.cpython-314-x86_64-linux-gnu.so`	`math_sin`	library

gc_collect

percentage	object	symbol	category
20.05%	`python`	`gc_collect_region.isra.0`	gc
15.60%	`python`	`deduce_unreachable`	gc
15.04%	`python`	`visit_decref`	gc
14.97%	`python`	`visit_reachable`	gc
5.31%	`python`	`_PyGC_Collect`	gc
4.84%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.43%	`python`	`dict_traverse`	gc
2.69%	`python`	`subtype_traverse`	gc
2.09%	`python`	`func_traverse`	gc
1.24%	`python`	`set_traverse`	gc
1.20%	`python`	`tuple_traverse`	gc
0.78%	`python`	`type_traverse`	gc
0.71%	`python`	`PyType_GenericAlloc`	memory
0.68%	`python`	`list_traverse`	gc
0.61%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.54%	`python`	`type_new`	memory
0.36%	`python`	`meth_traverse`	gc
0.36%	`python`	`subtype_dealloc`	memory
0.32%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.29%	`python`	`intern_common.part.0`	str
0.29%	`python`	`PyObject_GC_Del`	gc
0.28%	`python`	`_PyCode_New`	interpreter
0.27%	`python`	`PyObject_ClearManagedDict`	dynamic

gc_traversal

percentage	object	symbol	category
26.31%	`python`	`visit_reachable`	gc
22.26%	`python`	`visit_decref`	gc
12.85%	`python`	`list_traverse`	gc
10.66%	`python`	`gc_collect_region.isra.0`	gc
8.25%	`python`	`deduce_unreachable`	gc
3.55%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.44%	`python`	`dict_traverse`	gc
1.16%	`python`	`func_traverse`	gc
0.89%	`python`	`subtype_traverse`	gc
0.73%	`python`	`set_traverse`	gc
0.68%	`python`	`tuple_traverse`	gc
0.58%	`python`	`type_new`	memory
0.58%	`python`	`PyLong_FromLong`	int
0.57%	`python`	`long_dealloc`	memory
0.43%	`python`	`type_traverse`	gc
0.31%	`python`	`intern_common.part.0`	str
0.29%	`python`	`list_dealloc`	memory
0.29%	`python`	`_PyCode_New`	interpreter

generators

percentage	object	symbol	category
52.54%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.02%	`python`	`gen_dealloc`	memory
2.35%	`python`	`long_add`	int
2.13%	`python`	`_Py_MakeCoro`	unknown
1.84%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.64%	`python`	`_PyFunction_Vectorcall`	calls
1.61%	`python`	`long_dealloc`	memory
1.35%	`python`	`deduce_unreachable`	gc
1.34%	`python`	`range_subscript`	miscobj
1.30%	`python`	`visit_decref`	gc
1.13%	`python`	`visit_reachable`	gc
1.07%	`python`	`subtype_dealloc`	memory
0.99%	`python`	`PyType_GenericAlloc`	memory
0.97%	`python`	`subtype_traverse`	gc
0.90%	`python`	`type_new`	memory
0.86%	`python`	`make_range_object`	unknown
0.83%	`python`	`gc_collect_region.isra.0`	gc
0.81%	`python`	`_PyObject_New`	memory
0.70%	`python`	`visit_add_to_container`	gc
0.67%	`python`	`lookup_maybe_method`	unknown
0.60%	`python`	`range_dealloc`	memory
0.59%	`python`	`_PySlice_GetLongIndices`	miscobj
0.55%	`python`	`PyNumber_Add`	dynamic
0.55%	`python`	`intern_common.part.0`	str
0.51%	`python`	`long_richcompare`	int
0.51%	`python`	`_PyFrame_ClearExceptCode`	interpreter
0.50%	`python`	`slot_tp_iter`	unknown
0.50%	`python`	`PyObject_RichCompareBool`	dynamic
0.48%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.45%	`python`	`PyObject_CallOneArg`	dynamic
0.45%	`python`	`_PyCode_New`	interpreter
0.42%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.42%	`python`	`long_mul_method`	int
0.39%	`python`	`long_div`	int
0.39%	`python`	`_PyBuildSlice_Consume2`	unknown
0.35%	`python`	`r_object`	import
0.35%	`python`	`PyObject_GetItem`	dynamic
0.33%	`python`	`PyLong_AsLongAndOverflow`	int
0.32%	`python`	`PyObject_GC_Del`	gc
0.28%	`python`	`PyObject_IsTrue`	dynamic
0.28%	`python`	`slice_dealloc`	memory
0.28%	`python`	`PyNumber_Multiply`	dynamic
0.26%	`python`	`PyObject_GetIter`	dynamic
0.26%	`python`	`dict_traverse`	gc
0.26%	`python`	`PyUnicode_FromKindAndData`	str

genshi

percentage	object	symbol	category
48.92%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.52%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.64%	`python`	`insertdict`	dict
1.53%	`python`	`tuple_dealloc`	memory
1.37%	`python`	`dictresize`	dict
1.31%	`python`	`dict_dealloc`	memory
1.29%	`python`	`_PyObject_GC_New`	gc
1.13%	`python`	`insert_to_emptydict`	dict
1.04%	`python`	`type_new`	memory
0.98%	`python`	`PyDict_GetItemRef`	dict
0.95%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.95%	`python`	`method_dealloc`	memory
0.90%	`python`	`long_to_decimal_string_internal`	int
0.88%	`python`	`cm_descr_get`	unknown
0.88%	`python`	`PyObject_GC_Del`	gc
0.88%	`python`	`_Py_type_getattro`	lookup
0.84%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.71%	`python`	`dict_get`	dict
0.70%	`python`	`PyDict_Contains`	dict
0.67%	`python`	`object_isinstance`	dynamic
0.66%	`python`	`PyDict_SetItem`	dict
0.63%	`python`	`deduce_unreachable`	gc
0.57%	`python`	`_PyEval_LoadName`	interpreter
0.56%	`python`	`intern_common.part.0`	str
0.55%	`python`	`PyObject_GetAttr`	dynamic
0.55%	`python`	`func_dealloc`	memory
0.54%	`python`	`_PyUnicode_JoinArray`	str
0.54%	`python`	`PyObject_IsTrue`	dynamic
0.54%	`python`	`visit_decref`	gc
0.52%	`python`	`PyObject_Str`	dynamic
0.51%	`python`	`_PyCode_New`	interpreter
0.48%	`python`	`unicode_dealloc`	memory
0.48%	`python`	`PyUnicode_New`	memory
0.48%	`python`	`PyMem_Free`	memory
0.47%	`python`	`gc_collect_region.isra.0`	gc
0.46%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.44%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.43%	`python`	`list_iter`	list
0.43%	`python`	`list_dealloc`	memory
0.41%	`python`	`_PyDict_LoadBuiltinsFromGlobals`	dict
0.39%	`python`	`visit_reachable`	gc
0.35%	`python`	`dictiter_iternextvalue`	dict
0.34%	`python`	`r_object`	import
0.33%	`python`	`PyObject_IsInstance`	dynamic
0.32%	`libc-2.31.so`	`_int_malloc`	libc
0.31%	`python`	`tuple_hash`	tuple
0.30%	`python`	`gen_iternext`	miscobj
0.30%	`python`	`PyType_GenericAlloc`	memory
0.29%	`python`	`PyUnicode_FromKindAndData`	str
0.29%	`python`	`_PyFunction_FromConstructor`	unknown
0.26%	`python`	`PyType_GetModuleByDef`	dynamic
0.26%	`python`	`subtype_dealloc`	memory
0.26%	`python`	`state_init`	unknown

go

percentage	object	symbol	category
65.03%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.75%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.44%	`python`	`long_bitwise`	int
1.19%	`python`	`long_dealloc`	memory
1.19%	`python`	`type_new`	memory
1.19%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.00%	`python`	`long_add`	int
0.87%	`python`	`PyDict_SetItem`	dict
0.78%	`python`	`list_iter`	list
0.70%	`python`	`visit_decref`	gc
0.62%	`python`	`deduce_unreachable`	gc
0.61%	`python`	`intern_common.part.0`	str
0.59%	`python`	`_PyCode_New`	interpreter
0.57%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.54%	`python`	`gc_collect_region.isra.0`	gc
0.54%	`python`	`long_sub`	int
0.51%	`python`	`PyObject_GC_Del`	gc
0.44%	`python`	`r_object`	import
0.35%	`python`	`visit_reachable`	gc
0.31%	`python`	`PyUnicode_FromKindAndData`	str
0.31%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.30%	`python`	`tuple_dealloc`	memory
0.29%	`python`	`siphash13`	str
0.28%	`_random.cpython-314-x86_64-linux-gnu.so`	`_random_Random_random`	library
0.27%	`python`	`binary_op1`	unknown

hexiom

percentage	object	symbol	category
58.30%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.54%	`python`	`list_contains`	list
3.57%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.17%	`python`	`long_richcompare`	int
2.02%	`python`	`builtin_sum`	unknown
1.42%	`python`	`type_new`	memory
1.03%	`python`	`gen_iternext`	miscobj
0.78%	`python`	`list_dealloc`	memory
0.74%	`python`	`intern_common.part.0`	str
0.69%	`python`	`PyLong_FromLong`	int
0.68%	`python`	`deduce_unreachable`	gc
0.68%	`python`	`_PyCode_New`	interpreter
0.67%	`python`	`PyFunction_NewWithQualName`	memory
0.65%	`python`	`visit_decref`	gc
0.59%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.55%	`python`	`gc_collect_region.isra.0`	gc
0.50%	`python`	`list_iter`	list
0.49%	`python`	`PyObject_GC_Del`	gc
0.46%	`python`	`r_object`	import
0.43%	`python`	`tuple_dealloc`	memory
0.38%	`python`	`visit_reachable`	gc
0.38%	`python`	`func_dealloc`	memory
0.35%	`python`	`PyUnicode_FromKindAndData`	str
0.34%	`python`	`_Py_MakeCoro`	unknown
0.33%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.32%	`python`	`siphash13`	str
0.31%	`python`	`long_add`	int
0.30%	`python`	`range_iter`	miscobj
0.29%	`python`	`PyList_New`	memory
0.29%	`python`	`range_vectorcall`	miscobj
0.28%	`python`	`listiter_dealloc`	memory
0.28%	`python`	`gen_dealloc`	memory
0.25%	`python`	`PyObject_Free`	dynamic

html5lib

percentage	object	symbol	category
37.92%	`python`	`_PyEval_EvalFrameDefault`	interpreter
9.70%	`python`	`sre_ucs2_charset.isra.0`	library
2.18%	`python`	`PyDict_GetItemRef`	dict
2.05%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.99%	`python`	`deduce_unreachable`	gc
1.74%	`python`	`gc_collect_region.isra.0`	gc
1.45%	`python`	`type_new`	memory
1.45%	`python`	`visit_decref`	gc
1.12%	`python`	`PyObject_GetAttr`	dynamic
0.81%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.78%	`python`	`sre_ucs1_count`	library
0.77%	`python`	`intern_common.part.0`	str
0.75%	`python`	`_PyCode_New`	interpreter
0.69%	`python`	`visit_reachable`	gc
0.63%	`python`	`unicode_dealloc`	memory
0.62%	`python`	`_sre_SRE_Pattern_match`	library
0.61%	`python`	`insertdict`	dict
0.57%	`python`	`list_dealloc`	memory
0.57%	`python`	`visit_add_to_container`	gc
0.56%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.54%	`python`	`tuple_dealloc`	memory
0.54%	`python`	`set_contains_lock_held`	miscobj
0.53%	`python`	`dict_dealloc`	memory
0.52%	`python`	`long_dealloc`	memory
0.50%	`python`	`PyUnicode_Concat`	str
0.50%	`python`	`r_object`	import
0.47%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.46%	`python`	`list_contains`	list
0.45%	`python`	`siphash13`	str
0.42%	`python`	`PyUnicode_FromKindAndData`	str
0.40%	`python`	`list_subscript`	list
0.37%	`libc-2.31.so`	`_int_malloc`	libc
0.36%	`python`	`PyList_New`	memory
0.35%	`python`	`PyObject_IsTrue`	dynamic
0.34%	`python`	`method_dealloc`	memory
0.32%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.31%	`python`	`PyObject_GC_Del`	gc
0.31%	`python`	`func_descr_get`	unknown
0.31%	`python`	`PyObject_SetAttr`	dynamic
0.30%	`python`	`long_add`	int
0.30%	`python`	`insert_to_emptydict`	dict
0.28%	`python`	`slot_mp_subscript`	unknown
0.28%	`python`	`subtype_traverse`	gc
0.28%	`python`	`sre_ucs1_match`	library
0.27%	`python`	`dict_traverse`	gc
0.27%	`python`	`unicode_subscript`	str
0.27%	`python`	`tuple_hash`	tuple
0.26%	`python`	`_PyObject_Malloc`	memory
0.26%	`libc-2.31.so`	`__libc_malloc`	libc
0.25%	`python`	`PyDict_Contains`	dict
0.25%	`python`	`_PyUnicode_TranslateCharmap`	str

json

percentage	object	symbol	category
16.42%	`_json.cpython-314-x86_64-linux-gnu.so`	`_parse_object_unicode`	library
7.84%	`python`	`_PyEval_EvalFrameDefault`	interpreter
7.62%	`python`	`PyUnicode_Substring`	str
5.83%	`python`	`dict_setdefault_ref_lock_held`	dict
5.49%	`python`	`PyDict_SetItem`	dict
5.33%	`python`	`siphash13`	str
4.66%	`python`	`unicode_dealloc`	memory
3.90%	`python`	`dictresize`	dict
3.18%	`python`	`PyLong_FromString`	int
2.82%	`python`	`dict_dealloc`	memory
2.05%	`python`	`_sre_SRE_Pattern_match`	library
1.47%	`_json.cpython-314-x86_64-linux-gnu.so`	`_match_number_unicode.isra.0`	library
1.44%	`python`	`PyBytes_FromStringAndSize`	str
1.25%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.21%	`libc-2.31.so`	`_int_malloc`	libc
1.03%	`python`	`PyDict_GetItemRef`	dict
0.97%	`python`	`type_new`	memory
0.80%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.71%	`python`	`object_dealloc`	memory
0.71%	`libc-2.31.so`	`_int_free`	libc
0.68%	`python`	`sre_ucs1_match`	library
0.66%	`python`	`insert_to_emptydict`	dict
0.63%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.61%	`python`	`tuple_dealloc`	memory
0.61%	`python`	`long_dealloc`	memory
0.60%	`python`	`unicode_hash`	str
0.60%	`libc-2.31.so`	`__libc_malloc`	libc
0.60%	`python`	`deduce_unreachable`	gc
0.56%	`python`	`_PyUnicodeWriter_PrepareInternal`	str
0.52%	`python`	`intern_common.part.0`	str
0.51%	`python`	`visit_decref`	gc
0.50%	`python`	`_PyCode_New`	interpreter
0.49%	`python`	`resize_compact`	str
0.48%	`python`	`match_dealloc`	memory
0.47%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.43%	`python`	`_PyLong_New`	memory
0.41%	`python`	`gc_collect_region.isra.0`	gc
0.39%	`python`	`vgetargskeywords.constprop.0`	calls
0.38%	`python`	`_PyUnicodeWriter_Init`	str
0.37%	`python`	`PyMem_Free`	memory
0.34%	`python`	`r_object`	import
0.31%	`python`	`visit_reachable`	gc
0.30%	`python`	`PyObject_Hash`	dynamic
0.30%	`python`	`_PyUnicodeWriter_WriteSubstring`	str
0.30%	`python`	`_PyObject_Free`	memory
0.29%	`libc-2.31.so`	`unlink_chunk.isra.0`	libc
0.26%	`python`	`PyUnicode_FromKindAndData`	str

json_dumps

percentage	object	symbol	category
13.41%	`python`	`_PyEval_EvalFrameDefault`	interpreter
8.97%	`_json.cpython-314-x86_64-linux-gnu.so`	`encoder_listencode_dict`	library
6.23%	`python`	`PyUnicode_New`	memory
5.15%	`python`	`_PyUnicodeWriter_WriteStr`	str
4.77%	`python`	`unicode_dealloc`	memory
4.69%	`python`	`PyUnicodeWriter_WriteStr`	str
3.42%	`python`	`_PyUnicodeWriter_PrepareInternal`	str
2.99%	`_json.cpython-314-x86_64-linux-gnu.so`	`py_encode_basestring_ascii`	library
2.72%	`python`	`resize_compact`	str
2.47%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
2.34%	`python`	`PyDict_GetItemRef`	dict
2.28%	`python`	`vgetargskeywords.constprop.0`	calls
1.74%	`python`	`PyDict_Next`	dict
1.43%	`python`	`long_to_decimal_string_internal`	int
1.34%	`python`	`tuple_dealloc`	memory
1.22%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.19%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.16%	`python`	`PyObject_GetAttr`	dynamic
1.13%	`python`	`PyDict_SetItem`	dict
1.04%	`python`	`PyFunction_NewWithQualName`	memory
0.94%	`python`	`object_isinstance`	dynamic
0.87%	`python`	`type_new`	memory
0.83%	`python`	`PyDict_DelItem`	dict
0.80%	`python`	`long_hash`	int
0.79%	`python`	`_PyLong_New`	memory
0.71%	`python`	`long_dealloc`	memory
0.70%	`python`	`_Py_dict_lookup`	lookup
0.68%	`python`	`func_dealloc`	memory
0.66%	`python`	`_PyObject_MakeTpCall`	dynamic
0.63%	`python`	`PyMem_Free`	memory
0.59%	`python`	`PyDict_Contains`	dict
0.55%	`python`	`deduce_unreachable`	gc
0.52%	`python`	`PyType_GenericAlloc`	memory
0.45%	`python`	`insert_to_emptydict`	dict
0.45%	`python`	`unicode_decode_utf8_writer`	str
0.45%	`python`	`PyUnicodeWriter_Create`	str
0.44%	`python`	`_PyCode_New`	interpreter
0.43%	`python`	`method_dealloc`	memory
0.43%	`python`	`intern_common.part.0`	str
0.42%	`python`	`dict_dealloc`	memory
0.38%	`python`	`PyMem_Malloc`	memory
0.38%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.37%	`python`	`PyTuple_Pack`	tuple
0.37%	`python`	`memcpy@plt`	memory
0.36%	`python`	`gc_collect_region.isra.0`	gc
0.34%	`python`	`pthread_self@plt`	unknown
0.34%	`python`	`_Py_Dealloc`	memory
0.33%	`python`	`visit_decref`	gc
0.32%	`libc-2.31.so`	`pthread_self`	libc
0.31%	`python`	`unicodekeys_lookup_unicode`	lookup
0.31%	`libc-2.31.so`	`__strchr_avx2`	libc
0.31%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.31%	`python`	`r_object`	import
0.31%	`python`	`func_descr_get`	unknown
0.27%	`python`	`visit_reachable`	gc
0.27%	`python`	`PyObject_GC_Del`	gc
0.26%	`python`	`_PyUnicodeWriter_Finish`	str
0.26%	`python`	`PyObject_IsTrue`	dynamic
0.26%	`python`	`_PyUnicodeWriter_WriteCharInline`	str

json_loads

percentage	object	symbol	category
17.53%	`_json.cpython-314-x86_64-linux-gnu.so`	`_parse_object_unicode`	library
11.70%	`python`	`PyUnicode_Substring`	str
7.30%	`python`	`siphash13`	str
6.20%	`python`	`dict_setdefault_ref_lock_held`	dict
5.67%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.09%	`python`	`PyDict_SetItem`	dict
4.98%	`python`	`unicode_dealloc`	memory
3.32%	`python`	`PyLong_FromString`	int
2.50%	`python`	`dictresize`	dict
1.78%	`python`	`dict_dealloc`	memory
1.37%	`_json.cpython-314-x86_64-linux-gnu.so`	`_match_number_unicode.isra.0`	library
1.36%	`python`	`PyBytes_FromStringAndSize`	str
1.14%	`python`	`_sre_SRE_Pattern_match`	library
1.14%	`python`	`type_new`	memory
1.00%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.97%	`_json.cpython-314-x86_64-linux-gnu.so`	`_parse_array_unicode`	library
0.84%	`python`	`object_dealloc`	memory
0.78%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.70%	`python`	`unicode_hash`	str
0.67%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.65%	`python`	`deduce_unreachable`	gc
0.62%	`libc-2.31.so`	`_int_malloc`	libc
0.60%	`python`	`PyDict_GetItemRef`	dict
0.58%	`python`	`intern_common.part.0`	str
0.56%	`python`	`long_dealloc`	memory
0.56%	`python`	`_PyCode_New`	interpreter
0.54%	`python`	`visit_decref`	gc
0.53%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.50%	`python`	`_PyUnicodeWriter_Init`	str
0.48%	`libc-2.31.so`	`__libc_malloc`	libc
0.48%	`python`	`tuple_dealloc`	memory
0.48%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.47%	`python`	`r_object`	import
0.46%	`python`	`gc_collect_region.isra.0`	gc
0.42%	`python`	`sre_ucs1_match`	library
0.38%	`libc-2.31.so`	`_int_free`	libc
0.38%	`python`	`insert_to_emptydict`	dict
0.35%	`python`	`list_dealloc`	memory
0.35%	`python`	`PyList_Append`	list
0.34%	`python`	`PyObject_Hash`	dynamic
0.33%	`python`	`visit_reachable`	gc
0.33%	`python`	`PyUnicode_FromKindAndData`	str
0.29%	`python`	`PyMem_Realloc`	memory
0.26%	`python`	`_PyObject_Free`	memory

logging

percentage	object	symbol	category
48.82%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.43%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.82%	`python`	`_PyEvalFramePushAndInit`	interpreter
2.27%	`python`	`PyDict_GetItemRef`	dict
1.69%	`python`	`PyCode_Addr2Line`	exceptions
1.59%	`python`	`PyObject_GetAttr`	dynamic
1.49%	`python`	`dict_dealloc`	memory
0.93%	`python`	`type_new`	memory
0.88%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.75%	`python`	`PyDict_New`	memory
0.73%	`python`	`tuple_dealloc`	memory
0.70%	`python`	`unicode_dealloc`	memory
0.69%	`python`	`PyLong_FromLong`	int
0.68%	`python`	`long_dealloc`	memory
0.66%	`python`	`unicode_subscript`	str
0.58%	`python`	`PyUnicode_Format`	str
0.47%	`python`	`intern_common.part.0`	str
0.47%	`python`	`_PyCode_New`	interpreter
0.46%	`python`	`deduce_unreachable`	gc
0.44%	`python`	`_PyObject_LookupSpecialMethod`	dynamic
0.39%	`python`	`visit_decref`	gc
0.38%	`python`	`unicode_splitlines`	str
0.37%	`python`	`slot_tp_init`	unknown
0.37%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.36%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.36%	`python`	`PyUnicode_Contains`	str
0.36%	`python`	`gc_collect_region.isra.0`	gc
0.35%	`python`	`siphash13`	str
0.34%	`python`	`_PyFrame_MakeAndSetFrameObject`	unknown
0.34%	`python`	`frame_dealloc`	memory
0.33%	`python`	`PyObject_Hash`	dynamic
0.33%	`python`	`r_object`	import
0.32%	`python`	`dict_get`	dict
0.32%	`python`	`long_hash`	int
0.32%	`python`	`PyObject_GC_Del`	gc
0.30%	`[kernel.kallsyms]`	`clear_bhb_loop`	kernel
0.29%	`python`	`PyObject_Vectorcall`	dynamic
0.28%	`python`	`Py_XDECREF.lto_priv.7`	unknown
0.28%	`python`	`long_mod`	int
0.27%	`python`	`make_dict_from_instance_attributes`	unknown
0.26%	`python`	`object_new`	memory
0.26%	`python`	`visit_reachable`	gc
0.26%	`python`	`PyUnicode_FromKindAndData`	str
0.26%	`python`	`method_vectorcall`	calls

mako

percentage	object	symbol	category
40.29%	`python`	`_PyEval_EvalFrameDefault`	interpreter
7.02%	`python`	`unicode_replace`	str
6.84%	`python`	`long_to_decimal_string_internal`	int
4.19%	`python`	`_PyUnicode_JoinArray`	str
2.70%	`python`	`dequeiter_next_lock_held.isra.0`	miscobj
2.42%	`python`	`PyUnicode_New`	memory
2.30%	`python`	`unicode_dealloc`	memory
2.15%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.61%	`python`	`PyObject_Str`	dynamic
1.53%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.26%	`python`	`list_dealloc`	memory
1.22%	`python`	`deque_append_lock_held`	miscobj
1.16%	`python`	`_list_extend`	list
0.99%	`python`	`deque_append_impl`	miscobj
0.95%	`python`	`sre_ucs2_charset.isra.0`	library
0.89%	`python`	`type_new`	memory
0.76%	`python`	`deque_clear`	miscobj
0.56%	`python`	`PyLong_FromLong`	int
0.56%	`python`	`visit_decref`	gc
0.53%	`python`	`intern_common.part.0`	str
0.52%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.52%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.49%	`python`	`deduce_unreachable`	gc
0.48%	`python`	`_PyCode_New`	interpreter
0.41%	`python`	`gc_collect_region.isra.0`	gc
0.41%	`libc-2.31.so`	`_int_malloc`	libc
0.39%	`python`	`visit_reachable`	gc
0.36%	`[kernel.kallsyms]`	`sync_regs`	kernel
0.32%	`python`	`r_object`	import
0.29%	`[kernel.kallsyms]`	`_raw_spin_lock`	kernel
0.28%	`python`	`memcpy@plt`	memory
0.27%	`python`	`dequeiter_next`	miscobj
0.26%	`python`	`PyUnicode_FromKindAndData`	str
0.25%	`[kernel.kallsyms]`	`rmqueue`	kernel
0.25%	`python`	`tuple_dealloc`	memory

mdp

percentage	object	symbol	category
35.05%	`python`	`tuple_hash`	tuple
18.59%	`python`	`_PyEval_EvalFrameDefault`	interpreter
12.93%	`python`	`long_hash`	int
5.80%	`python`	`dict_subscript`	dict
3.18%	`python`	`tuple_richcompare`	tuple
1.36%	`python`	`insertdict`	dict
1.34%	`python`	`_PyLong_GCD`	int
1.18%	`python`	`_PySuper_Lookup`	dynamic
1.16%	`python`	`PyDict_GetItemRef`	dict
1.01%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.94%	`python`	`builtin_sum`	unknown
0.91%	`python`	`PyFunction_NewWithQualName`	memory
0.60%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
0.57%	`python`	`PyObject_GetItem`	dynamic
0.57%	`python`	`set_contains_lock_held`	miscobj
0.56%	`python`	`gen_dealloc`	memory
0.53%	`python`	`listiter_dealloc`	memory
0.51%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.51%	`python`	`tuple_dealloc`	memory
0.51%	`python`	`gen_iternext`	miscobj
0.45%	`python`	`long_mul`	int
0.44%	`python`	`func_dealloc`	memory
0.40%	`python`	`long_div`	int
0.40%	`python`	`subtype_dealloc`	memory
0.40%	`python`	`_Py_MakeCoro`	unknown
0.37%	`python`	`tp_new_wrapper`	memory
0.35%	`python`	`long_dealloc`	memory
0.34%	`python`	`vectorcall_maybe.constprop.0`	unknown
0.33%	`python`	`list_iter`	list
0.32%	`python`	`PyObject_GetAttr`	dynamic
0.31%	`python`	`PyObject_RichCompare`	dynamic
0.30%	`python`	`builtin_max`	unknown
0.26%	`python`	`PyObject_Hash`	dynamic

meteor_contest

percentage	object	symbol	category
23.57%	`python`	`_PyEval_EvalFrameDefault`	interpreter
8.94%	`python`	`set_issubset_impl`	miscobj
6.15%	`python`	`setiter_iternext`	miscobj
5.57%	`python`	`set_difference`	miscobj
5.21%	`python`	`set_lookkey`	miscobj
4.57%	`python`	`set_dealloc`	memory
3.91%	`python`	`builtin_min`	unknown
2.79%	`python`	`list_dealloc`	memory
2.10%	`python`	`set_add_entry`	miscobj
1.65%	`python`	`list_subscript`	list
1.34%	`python`	`type_new`	memory
1.27%	`python`	`long_richcompare`	int
1.20%	`python`	`set_table_resize`	miscobj
1.10%	`python`	`PyObject_RichCompare`	dynamic
1.04%	`python`	`make_new_set`	memory
1.00%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.96%	`python`	`set_intersection`	miscobj
0.92%	`python`	`set_iter`	miscobj
0.88%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.82%	`python`	`PyObject_GC_Del`	gc
0.80%	`python`	`setiter_dealloc`	memory
0.76%	`python`	`deduce_unreachable`	gc
0.74%	`python`	`intern_common.part.0`	str
0.68%	`python`	`set_merge_lock_held.part.0`	miscobj
0.67%	`python`	`list_iter`	list
0.65%	`python`	`_PyCode_New`	interpreter
0.62%	`python`	`visit_decref`	gc
0.56%	`python`	`gc_collect_region.isra.0`	gc
0.49%	`python`	`r_object`	import
0.47%	`python`	`set_difference_update_internal`	miscobj
0.46%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.43%	`python`	`visit_reachable`	gc
0.42%	`python`	`PyUnicode_FromKindAndData`	str
0.42%	`python`	`set_richcompare`	miscobj
0.41%	`python`	`PyMem_Malloc`	memory
0.37%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.33%	`python`	`tuple_dealloc`	memory
0.29%	`python`	`siphash13`	str
0.28%	`python`	`list_ass_slice_lock_held`	list
0.26%	`python`	`PyDict_GetItemRef`	dict

nbody

percentage	object	symbol	category
61.68%	`python`	`_PyEval_EvalFrameDefault`	interpreter
16.63%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
4.25%	`libm-2.31.so`	`__ieee754_pow_fma`	library
2.19%	`python`	`float_dealloc`	memory
1.31%	`python`	`float_pow`	float
0.79%	`python`	`type_new`	memory
0.44%	`python`	`deduce_unreachable`	gc
0.44%	`python`	`PyObject_GC_Del`	gc
0.43%	`libm-2.31.so`	`powf64`	library
0.43%	`python`	`intern_common.part.0`	str
0.39%	`python`	`_PyCode_New`	interpreter
0.37%	`python`	`_PyNumber_PowerNoMod`	dynamic
0.35%	`python`	`gc_collect_region.isra.0`	gc
0.33%	`python`	`visit_decref`	gc
0.31%	`python`	`_PyFloat_ExactDealloc`	memory
0.30%	`python`	`list_iter`	list
0.29%	`python`	`r_object`	import
0.27%	`python`	`visit_reachable`	gc

networkx

percentage	object	symbol	category
12.88%	`python`	`_PyEval_EvalFrameDefault`	interpreter
8.59%	`python`	`visit_decref`	gc
8.57%	`python`	`visit_add_to_container`	gc
7.73%	`python`	`dict_traverse`	gc
7.13%	`python`	`PyDict_GetItemRef`	dict
6.93%	`python`	`visit_reachable`	gc
4.80%	`python`	`set_contains_lock_held`	miscobj
4.63%	`python`	`dictiter_iternextkey`	dict
4.16%	`python`	`PyDict_Contains`	dict
3.42%	`python`	`insertdict`	dict
3.41%	`python`	`deduce_unreachable`	gc
2.86%	`python`	`gc_collect_region.isra.0`	gc
2.02%	`python`	`PyObject_GetAttr`	dynamic
1.91%	`python`	`dict_dealloc`	memory
1.80%	`python`	`dictresize`	dict
0.74%	`python`	`dict_get`	dict
0.68%	`libz.so.1.2.11`	`inflateBackEnd`	library
0.66%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.60%	`python`	`list_dealloc`	memory
0.59%	`python`	`unicode_eq.lto_priv.1`	str
0.56%	`python`	`unicode_dealloc`	memory
0.51%	`python`	`tuple_dealloc`	memory
0.50%	`python`	`_PyObject_GetMethod`	dynamic
0.50%	`python`	`split`	str
0.45%	`python`	`siphash13`	str
0.45%	`python`	`unicodekeys_lookup_unicode`	lookup
0.43%	`python`	`method_vectorcall_VARARGS_KEYWORDS`	calls
0.41%	`python`	`PyObject_GC_Del`	gc
0.40%	`python`	`_PyGC_Collect`	gc
0.38%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.35%	`python`	`list_iter`	list
0.35%	`python`	`_PyObject_Malloc`	memory
0.33%	`python`	`unicode_decode_utf8`	str
0.31%	`python`	`PyObject_VectorcallMethod`	dynamic
0.29%	`python`	`PyUnicode_New`	memory

networkx_connected_components

percentage	object	symbol	category
13.31%	`python`	`_PyEval_EvalFrameDefault`	interpreter
8.70%	`python`	`visit_decref`	gc
8.63%	`python`	`visit_add_to_container`	gc
7.90%	`python`	`dict_traverse`	gc
7.19%	`python`	`PyDict_GetItemRef`	dict
7.01%	`python`	`visit_reachable`	gc
6.04%	`python`	`set_contains_lock_held`	miscobj
4.33%	`python`	`dictiter_iternextkey`	dict
4.27%	`python`	`PyDict_Contains`	dict
3.43%	`python`	`deduce_unreachable`	gc
2.87%	`python`	`gc_collect_region.isra.0`	gc
2.21%	`python`	`insertdict`	dict
2.09%	`python`	`PyObject_GetAttr`	dynamic
1.80%	`python`	`dict_dealloc`	memory
0.74%	`python`	`dict_get`	dict
0.72%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.69%	`libz.so.1.2.11`	`inflateBackEnd`	library
0.68%	`python`	`dictresize`	dict
0.64%	`python`	`unicode_eq.lto_priv.1`	str
0.63%	`python`	`list_dealloc`	memory
0.56%	`python`	`unicode_dealloc`	memory
0.52%	`python`	`split`	str
0.51%	`python`	`_PyObject_GetMethod`	dynamic
0.49%	`python`	`tuple_dealloc`	memory
0.46%	`python`	`unicodekeys_lookup_unicode`	lookup
0.45%	`python`	`PyObject_GC_Del`	gc
0.45%	`python`	`siphash13`	str
0.44%	`python`	`method_vectorcall_VARARGS_KEYWORDS`	calls
0.41%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.41%	`python`	`_PyGC_Collect`	gc
0.40%	`python`	`set_dealloc`	memory
0.38%	`python`	`_PyObject_Malloc`	memory
0.34%	`python`	`unicode_decode_utf8`	str
0.34%	`python`	`list_iter`	list
0.30%	`python`	`PyUnicode_New`	memory
0.30%	`python`	`PyObject_VectorcallMethod`	dynamic
0.26%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.26%	`python`	`set_merge_lock_held.part.0`	miscobj

networkx_k_core

percentage	object	symbol	category
14.92%	`python`	`PyDict_GetItemRef`	dict
11.64%	`python`	`_PyEval_EvalFrameDefault`	interpreter
10.36%	`python`	`visit_add_to_container`	gc
9.98%	`python`	`visit_decref`	gc
8.84%	`python`	`visit_reachable`	gc
7.64%	`python`	`dict_traverse`	gc
4.29%	`python`	`insertdict`	dict
3.75%	`python`	`PyDict_Contains`	dict
3.59%	`python`	`list_remove`	list
3.15%	`python`	`deduce_unreachable`	gc
2.46%	`python`	`gc_collect_region.isra.0`	gc
2.22%	`python`	`dictiter_iternextkey`	dict
1.01%	`python`	`dict_dealloc`	memory
0.98%	`python`	`list_dealloc`	memory
0.93%	`python`	`dictresize`	dict
0.91%	`python`	`PyObject_GetAttr`	dynamic
0.68%	`python`	`PyUnicode_RichCompare`	str
0.65%	`python`	`dict_get`	dict
0.63%	`python`	`listiter_next`	list
0.53%	`python`	`list_traverse`	gc
0.45%	`python`	`long_dealloc`	memory
0.44%	`python`	`_PyGC_Collect`	gc
0.42%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.41%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.38%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.36%	`python`	`PyObject_RichCompareBool`	dynamic
0.29%	`libz.so.1.2.11`	`inflateBackEnd`	library
0.28%	`python`	`PyObject_GC_Del`	gc

nqueens

percentage	object	symbol	category
41.23%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.99%	`python`	`set_vectorcall`	miscobj
3.06%	`python`	`list_dealloc`	memory
2.81%	`python`	`PyFunction_NewWithQualName`	memory
2.32%	`python`	`gen_iternext`	miscobj
2.24%	`python`	`set_dealloc`	memory
2.05%	`python`	`func_dealloc`	memory
1.72%	`python`	`list_subscript`	list
1.48%	`python`	`PyMem_Malloc`	memory
1.33%	`python`	`long_add`	int
1.30%	`python`	`_PyBuildSlice_Consume2`	unknown
1.27%	`python`	`gen_dealloc`	memory
1.26%	`python`	`_Py_MakeCoro`	unknown
1.25%	`python`	`tuple_dealloc`	memory
1.16%	`python`	`PyList_New`	memory
1.06%	`python`	`slice_dealloc`	memory
1.02%	`python`	`list_ass_slice_lock_held`	list
0.88%	`python`	`type_new`	memory
0.83%	`python`	`PyLong_FromLong`	int
0.73%	`python`	`list_ass_subscript`	list
0.70%	`python`	`PyNumber_AsSsize_t`	dynamic
0.69%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.67%	`python`	`PySequence_Tuple`	dynamic
0.64%	`python`	`long_sub`	int
0.62%	`python`	`list_iter`	list
0.58%	`python`	`range_iter`	miscobj
0.57%	`python`	`PyObject_Free`	dynamic
0.56%	`python`	`method_get`	dynamic
0.54%	`python`	`meth_dealloc`	memory
0.51%	`python`	`range_vectorcall`	miscobj
0.51%	`python`	`_PyObject_GC_NewVar`	gc
0.49%	`python`	`PyObject_GetIter`	dynamic
0.48%	`python`	`long_hash`	int
0.47%	`python`	`PyObject_GetItem`	dynamic
0.46%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.44%	`python`	`intern_common.part.0`	str
0.44%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.42%	`python`	`range_reverse`	miscobj
0.41%	`python`	`_PyCode_New`	interpreter
0.41%	`python`	`_PyFrame_ClearExceptCode`	interpreter
0.39%	`python`	`gc_collect_region.isra.0`	gc
0.39%	`python`	`_PyObject_LookupSpecial`	dynamic
0.38%	`python`	`visit_decref`	gc
0.36%	`python`	`deduce_unreachable`	gc
0.36%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.34%	`python`	`list_new_prealloc`	memory
0.34%	`python`	`listiter_dealloc`	memory
0.31%	`python`	`_PyObject_Malloc`	memory
0.30%	`python`	`PySlice_Unpack`	miscobj
0.29%	`python`	`r_object`	import
0.29%	`python`	`PyObject_LengthHint`	dynamic
0.29%	`python`	`PyNumber_Negative`	dynamic
0.28%	`python`	`visit_reachable`	gc
0.27%	`python`	`range_dealloc`	memory
0.27%	`python`	`PyObject_GC_Del`	gc
0.26%	`python`	`_PyTuple_Resize`	tuple
0.26%	`python`	`PyUnicode_FromKindAndData`	str

pathlib

percentage	object	symbol	category
12.61%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.81%	`python`	`long_dealloc`	memory
2.19%	`python`	`ScandirIterator_iternext`	unknown
1.51%	`[kernel.kallsyms]`	`__d_lookup_rcu`	kernel
1.49%	`libpthread-2.31.so`	`__pthread_mutex_lock`	library
1.44%	`python`	`unicode_decode_utf8`	str
1.41%	`python`	`PyUnicode_DecodeFSDefault`	str
1.38%	`[kernel.kallsyms]`	`ext4_htree_store_dirent`	kernel
1.32%	`[kernel.kallsyms]`	`__ext4fs_dirhash`	kernel
1.30%	`python`	`k_mul`	int
1.28%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.26%	`libpthread-2.31.so`	`pthread_mutex_unlock`	library
1.21%	`[kernel.kallsyms]`	`memset_erms`	kernel
1.20%	`python`	`_PyLong_New`	memory
1.10%	`python`	`take_gil`	gil
1.09%	`python`	`path_converter`	unknown
0.98%	`python`	`type_new`	memory
0.89%	`python`	`x_add`	int
0.87%	`python`	`_sre_SRE_Pattern_match`	library
0.87%	`python`	`PyLong_FromLong`	int
0.81%	`[kernel.kallsyms]`	`filldir64`	kernel
0.80%	`python`	`tuple_dealloc`	memory
0.75%	`[kernel.kallsyms]`	`strncpy_from_user`	kernel
0.74%	`python`	`unicode_dealloc`	memory
0.72%	`[kernel.kallsyms]`	`link_path_walk.part.0`	kernel
0.69%	`python`	`sre_ucs1_match`	library
0.68%	`python`	`structseq_dealloc`	memory
0.65%	`python`	`subtype_dealloc`	memory
0.64%	`python`	`slot_tp_init`	unknown
0.64%	`python`	`tp_new_wrapper`	memory
0.64%	`[kernel.kallsyms]`	`kmem_cache_alloc`	kernel
0.63%	`python`	`deduce_unreachable`	gc
0.61%	`python`	`_PyObject_LookupSpecial`	dynamic
0.60%	`python`	`object_isinstance`	dynamic
0.59%	`[kernel.kallsyms]`	`clear_bhb_loop`	kernel
0.59%	`[kernel.kallsyms]`	`copy_user_enhanced_fast_string`	kernel
0.58%	`[kernel.kallsyms]`	`rb_insert_color`	kernel
0.57%	`[kernel.kallsyms]`	`__slab_free`	kernel
0.56%	`python`	`clear_slots`	unknown
0.54%	`python`	`intern_common.part.0`	str
0.54%	`libc-2.31.so`	`_int_malloc`	libc
0.53%	`python`	`PyObject_GC_Del`	gc
0.52%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.52%	`python`	`visit_decref`	gc
0.52%	`[kernel.kallsyms]`	`__ext4_check_dir_entry`	kernel
0.51%	`python`	`vectorcall_method`	calls
0.51%	`[kernel.kallsyms]`	`security_inode_getattr`	kernel
0.50%	`[kernel.kallsyms]`	`rb_next`	kernel
0.50%	`python`	`_PyCode_New`	interpreter
0.50%	`[kernel.kallsyms]`	`str2hashbuf_signed`	kernel
0.49%	`libc-2.31.so`	`__strcpy_avx2`	libc
0.49%	`python`	`_Py_dict_lookup`	lookup
0.49%	`[kernel.kallsyms]`	`syscall_return_via_sysret`	kernel
0.48%	`python`	`fill_time`	unknown
0.48%	`python`	`method_vectorcall`	calls
0.48%	`python`	`gc_collect_region.isra.0`	gc
0.48%	`python`	`PyDict_GetItemRef`	dict
0.48%	`[kernel.kallsyms]`	`ext4_getattr`	kernel
0.47%	`python`	`get_type_attr_as_size`	unknown
0.47%	`python`	`_Py_type_getattro`	lookup
0.45%	`python`	`list_dealloc`	memory
0.43%	`[kernel.kallsyms]`	`do_syscall_64`	kernel
0.39%	`[kernel.kallsyms]`	`kfree`	kernel
0.39%	`python`	`PyEval_SaveThread`	interpreter
0.38%	`[kernel.kallsyms]`	`__kmalloc`	kernel
0.38%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.38%	`python`	`_PyObject_New`	memory
0.38%	`python`	`object_dealloc`	memory
0.37%	`python`	`_PyObject_GC_NewVar`	gc
0.36%	`python`	`visit_reachable`	gc
0.36%	`libc-2.31.so`	`__xstat64`	libc
0.36%	`[kernel.kallsyms]`	`lookup_fast`	kernel
0.36%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.35%	`python`	`r_object`	import
0.35%	`python`	`Py_XDECREF.lto_priv.1`	unknown
0.35%	`python`	`slot_tp_new`	memory
0.34%	`[kernel.kallsyms]`	`__virt_addr_valid`	kernel
0.34%	`[kernel.kallsyms]`	`entry_SYSCALL_64`	kernel
0.34%	`python`	`PyMem_Malloc`	memory
0.34%	`[kernel.kallsyms]`	`generic_permission`	kernel
0.34%	`[kernel.kallsyms]`	`in_group_p`	kernel
0.34%	`python`	`PyMem_Free`	memory
0.34%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.33%	`python`	`_PyArg_UnpackKeywords`	calls
0.33%	`python`	`tuple_iter`	tuple
0.32%	`python`	`method_dealloc`	memory
0.30%	`[kernel.kallsyms]`	`set_root`	kernel
0.30%	`[kernel.kallsyms]`	`__check_heap_object`	kernel
0.30%	`python`	`listiter_next`	list
0.29%	`python`	`PyUnicode_DecodeFSDefaultAndSize`	str
0.29%	`python`	`PyLong_FromUnsignedLongLong`	int
0.29%	`python`	`PyUnicode_FromKindAndData`	str
0.29%	`[kernel.kallsyms]`	`kmem_cache_free`	kernel
0.29%	`[kernel.kallsyms]`	`call_filldir`	kernel
0.28%	`python`	`PyFloat_FromDouble`	float
0.27%	`libc-2.31.so`	`_int_free`	libc
0.27%	`python`	`PyObject_Free`	dynamic
0.27%	`python`	`tupleiter_dealloc`	memory
0.26%	`[kernel.kallsyms]`	`vfs_getattr_nosec`	kernel
0.26%	`python`	`_PyFunction_Vectorcall`	calls
0.26%	`python`	`func_descr_get`	unknown
0.26%	`python`	`unicode_encode_utf8`	str
0.25%	`python`	`long_mul_method`	int

pickle_pure_python

percentage	object	symbol	category
45.32%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.87%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.35%	`python`	`bytes_concat`	str
1.96%	`python`	`unicode_encode`	str
1.91%	`python`	`dict_get`	dict
1.63%	`python`	`_PyLong_New`	memory
1.63%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.57%	`python`	`object_dealloc`	memory
1.46%	`python`	`long_dealloc`	memory
1.44%	`python`	`PyDict_GetItemRef`	dict
1.41%	`python`	`type_new`	memory
1.29%	`python`	`insertdict`	dict
1.00%	`python`	`tuple_dealloc`	memory
0.97%	`python`	`write_bytes`	unknown
0.93%	`python`	`unicode_encode_utf8`	str
0.80%	`python`	`deduce_unreachable`	gc
0.80%	`python`	`intern_common.part.0`	str
0.77%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.73%	`python`	`_PyCode_New`	interpreter
0.68%	`python`	`gc_collect_region.isra.0`	gc
0.67%	`python`	`visit_decref`	gc
0.63%	`python`	`PyDict_Contains`	dict
0.61%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.58%	`python`	`long_hash`	int
0.57%	`python`	`PySys_Audit`	unknown
0.52%	`python`	`r_object`	import
0.51%	`_struct.cpython-314-x86_64-linux-gnu.so`	`s_pack`	library
0.48%	`python`	`visit_reachable`	gc
0.46%	`python`	`_PyObject_GenericGetAttrWithDict`	dynamic
0.44%	`python`	`PyUnicode_FromKindAndData`	str
0.42%	`python`	`builtin_id`	unknown
0.40%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.36%	`python`	`PyNumber_Add`	dynamic
0.35%	`python`	`dictiter_iternextitem`	dict
0.35%	`python`	`dict_dealloc`	memory
0.34%	`python`	`_PyBytesWriter_Finish`	unknown
0.34%	`python`	`PyObject_Free`	dynamic
0.33%	`python`	`siphash13`	str
0.32%	`_struct.cpython-314-x86_64-linux-gnu.so`	`pack`	library
0.31%	`libc-2.31.so`	`_int_malloc`	libc
0.29%	`python`	`unicodekeys_lookup_unicode`	lookup
0.28%	`python`	`builtin_getattr`	lookup
0.27%	`python`	`unicode_dealloc`	memory
0.26%	`python`	`list_dealloc`	memory

pidigits

percentage	object	symbol	category
34.69%	`python`	`x_divrem`	int
20.37%	`python`	`k_mul`	int
13.01%	`python`	`x_add`	int
8.28%	`python`	`x_sub`	int
4.20%	`python`	`_PyEval_EvalFrameDefault`	interpreter
1.67%	`libc-2.31.so`	`_int_malloc`	libc
1.12%	`libc-2.31.so`	`__memset_avx2_erms`	libc
0.95%	`python`	`type_new`	memory
0.61%	`libc-2.31.so`	`_int_free`	libc
0.52%	`python`	`deduce_unreachable`	gc
0.46%	`python`	`intern_common.part.0`	str
0.46%	`python`	`_PyCode_New`	interpreter
0.44%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.44%	`python`	`visit_decref`	gc
0.42%	`python`	`long_dealloc`	memory
0.39%	`python`	`gc_collect_region.isra.0`	gc
0.38%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.34%	`python`	`tuple_dealloc`	memory
0.31%	`python`	`r_object`	import
0.28%	`python`	`visit_reachable`	gc
0.25%	`libc-2.31.so`	`unlink_chunk.isra.0`	libc

pprint

percentage	object	symbol	category
47.52%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.48%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.89%	`python`	`long_to_decimal_string_internal`	int
2.80%	`python`	`_Py_type_getattro_impl`	dynamic
2.60%	`python`	`PyUnicode_Format`	str
2.47%	`python`	`_PyUnicode_JoinArray`	str
2.25%	`python`	`tuple_dealloc`	memory
1.85%	`python`	`unicode_dealloc`	memory
1.36%	`python`	`_PyTuple_FromStackRefSteal`	tuple
1.13%	`python`	`_PyUnicodeWriter_PrepareInternal`	str
1.10%	`python`	`PyUnicode_New`	memory
0.98%	`python`	`list_dealloc`	memory
0.96%	`python`	`slot_tp_init`	unknown
0.91%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.90%	`python`	`PyObject_GetAttr`	dynamic
0.88%	`python`	`set_contains_lock_held`	miscobj
0.87%	`python`	`meth_dealloc`	memory
0.79%	`python`	`PyDict_Contains`	dict
0.78%	`python`	`insertdict`	dict
0.76%	`python`	`slot_tp_richcompare`	dynamic
0.75%	`python`	`method_get`	dynamic
0.74%	`python`	`object_new`	memory
0.71%	`python`	`builtin_issubclass`	unknown
0.70%	`python`	`_PyObject_MakeTpCall`	dynamic
0.70%	`python`	`builtin_sorted`	unknown
0.63%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.60%	`python`	`PyObject_GC_Del`	gc
0.58%	`python`	`long_hash`	int
0.57%	`python`	`list_append`	list
0.57%	`python`	`_PyObject_Malloc`	memory
0.56%	`python`	`builtin_getattr`	lookup
0.51%	`python`	`_PyLong_New`	memory
0.49%	`python`	`list_sort_impl`	list
0.48%	`python`	`tuple_iter`	tuple
0.46%	`python`	`PyList_New`	memory
0.45%	`python`	`subtype_dealloc`	memory
0.44%	`python`	`builtin_repr`	unknown
0.44%	`python`	`list_iter`	list
0.43%	`python`	`PyDict_DelItem`	dict
0.41%	`python`	`_Py_dict_lookup`	lookup
0.39%	`python`	`unicode_repr`	str
0.30%	`python`	`_PyFunction_Vectorcall`	calls
0.30%	`python`	`tupleiter_dealloc`	memory
0.26%	`python`	`PyObject_Hash`	dynamic
0.26%	`python`	`long_dealloc`	memory

pycparser

percentage	object	symbol	category
36.34%	`python`	`_PyEval_EvalFrameDefault`	interpreter
14.70%	`python`	`sre_ucs1_match`	library
2.86%	`python`	`_sre_SRE_Pattern_match`	library
2.44%	`python`	`PyDict_GetItemRef`	dict
2.14%	`python`	`deduce_unreachable`	gc
2.02%	`python`	`gc_collect_region.isra.0`	gc
1.66%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.48%	`python`	`object_new`	memory
1.46%	`python`	`dict_get`	dict
1.33%	`libc-2.31.so`	`_int_malloc`	libc
1.14%	`python`	`subtype_dealloc`	memory
1.09%	`python`	`visit_decref`	gc
1.08%	`python`	`list_ass_slice_lock_held`	list
1.02%	`python`	`object_isinstance`	dynamic
0.97%	`python`	`subtype_traverse`	gc
0.87%	`python`	`visit_add_to_container`	gc
0.83%	`python`	`list_dealloc`	memory
0.80%	`python`	`sre_ucs1_count`	library
0.72%	`python`	`PyDict_Contains`	dict
0.71%	`python`	`PyObject_GC_Del`	gc
0.69%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.67%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.64%	`python`	`slot_mp_ass_subscript`	unknown
0.63%	`python`	`list_subscript`	list
0.63%	`libc-2.31.so`	`_int_free`	libc
0.60%	`python`	`PyObject_GetAttr`	dynamic
0.58%	`python`	`visit_reachable`	gc
0.53%	`python`	`PyNumber_Negative`	dynamic
0.53%	`python`	`sre_ucs2_charset.isra.0`	library
0.52%	`python`	`_PyObject_MakeTpCall`	dynamic
0.51%	`python`	`slice_dealloc`	memory
0.47%	`python`	`slot_tp_init`	unknown
0.46%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.45%	`python`	`PySlice_New`	memory
0.43%	`python`	`_PyFunction_Vectorcall`	calls
0.43%	`libc-2.31.so`	`__libc_malloc`	libc
0.42%	`python`	`long_dealloc`	memory
0.40%	`python`	`list_ass_subscript`	list
0.39%	`python`	`PyMem_Malloc`	memory
0.38%	`python`	`PySlice_Unpack`	miscobj
0.38%	`python`	`PyList_New`	memory
0.37%	`python`	`_PyObject_Malloc`	memory
0.35%	`python`	`PyObject_Vectorcall`	dynamic
0.34%	`python`	`list_resize`	list
0.33%	`libc-2.31.so`	`unlink_chunk.isra.0`	libc
0.30%	`python`	`PyObject_SetAttr`	dynamic
0.29%	`python`	`_PyGC_Collect`	gc
0.28%	`python`	`insertdict`	dict
0.27%	`python`	`_PyLong_New`	memory
0.27%	`python`	`vectorcall_method`	calls
0.26%	`python`	`list_iter`	list

pyflate

percentage	object	symbol	category
44.58%	`python`	`_PyEval_EvalFrameDefault`	interpreter
7.68%	`python`	`list_dealloc`	memory
3.81%	`python`	`list_ass_slice_lock_held`	list
2.85%	`python`	`list_subscript`	list
2.61%	`python`	`long_dealloc`	memory
2.29%	`python`	`bytes_subscript`	str
1.96%	`python`	`long_add`	int
1.94%	`python`	`list_concat`	list
1.88%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.82%	`libc-2.31.so`	`_int_malloc`	libc
1.46%	`python`	`long_sub`	int
1.31%	`python`	`stringlib_bytes_join.lto_priv.1`	str
1.27%	`python`	`long_lshift_method`	int
1.09%	`python`	`_PyLong_New`	memory
0.96%	`python`	`PyObject_Free`	dynamic
0.96%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.91%	`python`	`PySlice_Unpack`	miscobj
0.85%	`python`	`list_sort_impl`	list
0.66%	`python`	`PyObject_GetItem`	dynamic
0.66%	`python`	`unsafe_long_compare`	unknown
0.60%	`libc-2.31.so`	`_int_free`	libc
0.58%	`python`	`long_rshift`	int
0.54%	`python`	`PyNumber_AsSsize_t`	dynamic
0.53%	`python`	`long_and`	int
0.52%	`libc-2.31.so`	`unlink_chunk.isra.0`	libc
0.51%	`python`	`slice_dealloc`	memory
0.46%	`python`	`_PyBuildSlice_Consume2`	unknown
0.45%	`python`	`PyMem_Malloc`	memory
0.41%	`python`	`enum_next`	miscobj
0.36%	`python`	`PyList_New`	memory
0.36%	`python`	`type_new`	memory
0.36%	`python`	`_PyBytes_FromList`	unknown
0.34%	`python`	`list_iter`	list
0.34%	`python`	`_PyObject_Malloc`	memory
0.33%	`python`	`PyLong_FromLong`	int
0.32%	`python`	`PyNumber_Lshift`	dynamic
0.31%	`python`	`_PyLong_FromSTwoDigits`	int
0.27%	`python`	`PyNumber_And`	dynamic
0.27%	`libc-2.31.so`	`__libc_malloc`	libc
0.26%	`python`	`list_new_prealloc`	memory
0.26%	`python`	`listiter_dealloc`	memory

pylint

percentage	object	symbol	category
24.76%	`python`	`_PyEval_EvalFrameDefault`	interpreter
9.30%	`python`	`deduce_unreachable`	gc
7.69%	`python`	`gc_collect_region.isra.0`	gc
4.52%	`python`	`visit_decref`	gc
3.61%	`python`	`visit_reachable`	gc
2.35%	`python`	`visit_add_to_container`	gc
1.82%	`python`	`subtype_traverse`	gc
1.77%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.56%	`python`	`PyDict_GetItemRef`	dict
1.52%	`python`	`PyObject_GetAttr`	dynamic
1.01%	`python`	`dict_traverse`	gc
0.98%	`python`	`list_traverse`	gc
0.88%	`python`	`object_isinstance`	dynamic
0.85%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.81%	`python`	`PyObject_SetAttr`	dynamic
0.79%	`python`	`tuple_dealloc`	memory
0.78%	`python`	`_PyObject_GetMethod`	dynamic
0.75%	`python`	`_PyFunction_Vectorcall`	calls
0.73%	`python`	`find_name_in_mro`	lookup
0.70%	`python`	`dict_dealloc`	memory
0.70%	`python`	`insertdict`	dict
0.66%	`python`	`list_dealloc`	memory
0.59%	`python`	`_PyGC_Collect`	gc
0.55%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.51%	`python`	`subtype_dealloc`	memory
0.51%	`python`	`type_new`	memory
0.51%	`python`	`intern_common.part.0`	str
0.47%	`python`	`_Py_MakeCoro`	unknown
0.44%	`python`	`gen_dealloc`	memory
0.44%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.43%	`python`	`PyObject_GC_Del`	gc
0.41%	`python`	`islice_next`	unknown
0.36%	`python`	`unicodekeys_lookup_unicode`	lookup
0.36%	`python`	`_PySuper_Lookup`	dynamic
0.35%	`python`	`PyMem_Free`	memory
0.32%	`python`	`tok_get_normal_mode`	compiler
0.31%	`python`	`unicode_dealloc`	memory
0.31%	`python`	`_PyObject_GC_New`	gc
0.31%	`python`	`_PyObject_MakeTpCall`	dynamic
0.30%	`python`	`list_iter`	list
0.28%	`python`	`_PyCode_New`	interpreter
0.28%	`python`	`_Py_slot_tp_getattr_hook`	unknown
0.27%	`python`	`siphash13`	str
0.27%	`python`	`_PyStack_UnpackDict`	unknown
0.27%	`python`	`object_new`	memory
0.26%	`python`	`slot_tp_init`	unknown
0.26%	`python`	`set_dealloc`	memory
0.25%	`python`	`_PyPegen_fill_token`	interpreter

python_startup

percentage	object	symbol	category
9.28%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.30%	`python`	`type_new`	memory
3.21%	`python`	`intern_common.part.0`	str
3.06%	`python`	`_PyCode_New`	interpreter
2.81%	`python`	`visit_decref`	gc
2.59%	`python`	`deduce_unreachable`	gc
2.37%	`python`	`gc_collect_region.isra.0`	gc
2.30%	`python`	`r_object`	import
1.81%	`python`	`PyUnicode_FromKindAndData`	str
1.65%	`python`	`visit_reachable`	gc
1.60%	`python`	`siphash13`	str
1.18%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.09%	`python`	`tuple_dealloc`	memory
0.97%	`python`	`type_ready`	dynamic
0.96%	`python`	`insertdict`	dict
0.93%	`python`	`find_name_in_mro`	lookup
0.91%	`python`	`unicode_dealloc`	memory
0.81%	`python`	`PyDict_GetItemRef`	dict
0.77%	`python`	`dict_traverse`	gc
0.73%	`[kernel.kallsyms]`	`filemap_map_pages`	kernel
0.68%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.66%	`python`	`PyDict_SetItem`	dict
0.66%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.63%	`libc-2.31.so`	`_int_malloc`	libc
0.62%	`python`	`dictresize`	dict
0.55%	`libc-2.31.so`	`__strlen_avx2`	libc
0.54%	`ld-2.31.so`	`do_lookup_x`	library
0.53%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.52%	`python`	`code_dealloc`	memory
0.51%	`python`	`dict_dealloc`	memory
0.49%	`python`	`_PyEval_LoadGlobalStackRef`	interpreter
0.49%	`python`	`list_dealloc`	memory
0.46%	`python`	`PyBytes_FromStringAndSize`	str
0.45%	`[kernel.kallsyms]`	`sync_regs`	kernel
0.44%	`python`	`_Py_dict_lookup`	lookup
0.42%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.40%	`libc-2.31.so`	`wcsrtombs`	libc
0.38%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.38%	`python`	`_PyObject_GC_NewVar`	gc
0.38%	`python`	`PyFunction_NewWithQualName`	memory
0.38%	`python`	`tuple_traverse`	gc
0.35%	`[kernel.kallsyms]`	`zap_pte_range.isra.0`	kernel
0.33%	`python`	`PyType_GenericAlloc`	memory
0.31%	`ld-2.31.so`	`_dl_relocate_object`	library
0.31%	`ld-2.31.so`	`strcmp`	library
0.31%	`python`	`func_dealloc`	memory
0.30%	`libc-2.31.so`	`__gconv_transform_internal_utf8`	libc
0.29%	`[kernel.kallsyms]`	`rmqueue`	kernel
0.29%	`python`	`_add_methods_to_object`	unknown
0.29%	`python`	`_PyObject_ClearFreeLists`	dynamic
0.28%	`python`	`object_dealloc`	memory
0.28%	`python`	`dictkeys_decref.part.0`	unknown
0.28%	`python`	`_Py_module_getattro`	unknown
0.28%	`python`	`PyObject_GetAttr`	dynamic
0.28%	`python`	`PyTuple_New`	memory
0.28%	`libc-2.31.so`	`_int_free`	libc
0.27%	`python`	`set_traverse`	gc
0.27%	`python`	`func_traverse`	gc
0.27%	`[kernel.kallsyms]`	`_raw_spin_lock`	kernel
0.27%	`[kernel.kallsyms]`	`__d_lookup_rcu`	kernel
0.27%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.26%	`python`	`PyUnicode_FromString`	str
0.26%	`python`	`_PyEvalFramePushAndInit`	interpreter

python_startup_no_site

percentage	object	symbol	category
8.15%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.96%	`python`	`type_new`	memory
3.43%	`python`	`intern_common.part.0`	str
3.14%	`python`	`_PyCode_New`	interpreter
2.87%	`python`	`deduce_unreachable`	gc
2.72%	`python`	`visit_decref`	gc
2.44%	`python`	`r_object`	import
2.19%	`python`	`gc_collect_region.isra.0`	gc
1.89%	`python`	`visit_reachable`	gc
1.80%	`python`	`PyUnicode_FromKindAndData`	str
1.61%	`python`	`siphash13`	str
1.11%	`ld-2.31.so`	`do_lookup_x`	library
1.08%	`python`	`type_ready`	dynamic
1.08%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.03%	`python`	`insertdict`	dict
1.03%	`ld-2.31.so`	`_dl_relocate_object`	library
1.00%	`python`	`tuple_dealloc`	memory
0.94%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.87%	`[kernel.kallsyms]`	`filemap_map_pages`	kernel
0.87%	`python`	`find_name_in_mro`	lookup
0.85%	`python`	`unicode_dealloc`	memory
0.81%	`python`	`dict_traverse`	gc
0.69%	`python`	`dictresize`	dict
0.68%	`[kernel.kallsyms]`	`sync_regs`	kernel
0.68%	`libc-2.31.so`	`wcsrtombs`	libc
0.65%	`python`	`PyDict_GetItemRef`	dict
0.61%	`libc-2.31.so`	`_int_malloc`	libc
0.59%	`python`	`PyDict_SetItem`	dict
0.59%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.57%	`libc-2.31.so`	`__strlen_avx2`	libc
0.56%	`python`	`dict_dealloc`	memory
0.56%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.55%	`ld-2.31.so`	`strcmp`	library
0.54%	`python`	`_add_methods_to_object`	unknown
0.54%	`python`	`_Py_dict_lookup`	lookup
0.51%	`python`	`PyBytes_FromStringAndSize`	str
0.51%	`libc-2.31.so`	`__gconv_transform_internal_utf8`	libc
0.48%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.45%	`ld-2.31.so`	`_dl_lookup_symbol_x`	library
0.45%	`[kernel.kallsyms]`	`copy_page`	kernel
0.42%	`[kernel.kallsyms]`	`zap_pte_range.isra.0`	kernel
0.42%	`python`	`_PyObject_GC_NewVar`	gc
0.40%	`python`	`PyType_GenericAlloc`	memory
0.36%	`python`	`code_dealloc`	memory
0.36%	`python`	`tuple_traverse`	gc
0.36%	`python`	`PyUnicode_FromString`	str
0.34%	`python`	`PyFunction_NewWithQualName`	memory
0.34%	`python`	`_PyEval_LoadGlobalStackRef`	interpreter
0.34%	`ld-2.31.so`	`check_match`	library
0.33%	`python`	`list_dealloc`	memory
0.33%	`libc-2.31.so`	`_int_free`	libc
0.33%	`python`	`PyDict_SetItemString`	dict
0.31%	`python`	`dictkeys_decref.part.0`	unknown
0.30%	`python`	`_PyFunction_Vectorcall`	calls
0.30%	`[kernel.kallsyms]`	`__handle_mm_fault`	kernel
0.29%	`python`	`PyTuple_New`	memory
0.29%	`python`	`subtype_dealloc`	memory
0.29%	`[kernel.kallsyms]`	`release_pages`	kernel
0.28%	`[kernel.kallsyms]`	`page_add_file_rmap`	kernel
0.27%	`[kernel.kallsyms]`	`rmqueue`	kernel
0.26%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.26%	`python`	`PyObject_SetAttr`	dynamic
0.26%	`libc-2.31.so`	`_dl_addr`	libc
0.25%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.25%	`python`	`func_dealloc`	memory
0.25%	`python`	`func_traverse`	gc

raytrace

percentage	object	symbol	category
55.14%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.48%	`python`	`_PyEval_FrameClearAndPop`	interpreter
3.51%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
2.81%	`python`	`subtype_dealloc`	memory
2.54%	`python`	`PyType_GenericAlloc`	memory
1.78%	`python`	`PyObject_GC_Del`	gc
1.75%	`python`	`vectorcall_maybe.constprop.0`	unknown
1.74%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.05%	`python`	`PyNumber_Subtract`	dynamic
1.03%	`python`	`float_dealloc`	memory
0.95%	`python`	`float_sub`	float
0.92%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.65%	`python`	`type_new`	memory
0.61%	`python`	`tuple_dealloc`	memory
0.60%	`python`	`float_richcompare`	float
0.48%	`python`	`long_dealloc`	memory
0.46%	`python`	`PyLong_AsDouble`	int
0.46%	`python`	`float_mul`	float
0.45%	`python`	`_PyFloat_ExactDealloc`	memory
0.44%	`python`	`convert_to_double`	unknown
0.43%	`python`	`PyNumber_Multiply`	dynamic
0.37%	`python`	`intern_common.part.0`	str
0.36%	`python`	`list_dealloc`	memory
0.35%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.35%	`python`	`deduce_unreachable`	gc
0.34%	`python`	`PyObject_RichCompare`	dynamic
0.34%	`python`	`_PyCode_New`	interpreter
0.32%	`python`	`slot_nb_subtract`	unknown
0.31%	`python`	`visit_decref`	gc
0.29%	`python`	`gc_collect_region.isra.0`	gc
0.26%	`python`	`float_add`	float
0.26%	`python`	`float_div`	float

regex_compile

percentage	object	symbol	category
45.17%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.46%	`python`	`sre_ucs1_match`	library
2.83%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.00%	`python`	`bytearray_ass_subscript`	miscobj
1.53%	`python`	`long_dealloc`	memory
1.13%	`python`	`sre_ucs2_charset.isra.0`	library
1.11%	`python`	`PyObject_GetAttr`	dynamic
1.06%	`python`	`type_new`	memory
1.06%	`python`	`object_isinstance`	dynamic
1.00%	`python`	`tuple_dealloc`	memory
0.98%	`python`	`PyLong_FromLong`	int
0.98%	`python`	`list_dealloc`	memory
0.73%	`python`	`PyMem_Free`	memory
0.62%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.62%	`python`	`deduce_unreachable`	gc
0.59%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.58%	`python`	`intern_common.part.0`	str
0.55%	`python`	`_PyCode_New`	interpreter
0.54%	`python`	`sre_search`	library
0.53%	`python`	`PyDict_GetItemRef`	dict
0.51%	`python`	`visit_decref`	gc
0.47%	`python`	`PyObject_GC_Del`	gc
0.46%	`python`	`gc_collect_region.isra.0`	gc
0.46%	`python`	`PyUnicode_Contains`	str
0.45%	`python`	`slot_sq_item`	unknown
0.43%	`python`	`siphash13`	str
0.42%	`python`	`meth_dealloc`	memory
0.42%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.42%	`python`	`PyObject_SetItem`	dynamic
0.42%	`python`	`PyMem_Malloc`	memory
0.42%	`python`	`r_object`	import
0.42%	`python`	`method_dealloc`	memory
0.40%	`python`	`long_add`	int
0.39%	`python`	`PyMem_Realloc`	memory
0.39%	`python`	`subtype_dealloc`	memory
0.39%	`python`	`set_contains_lock_held`	miscobj
0.38%	`python`	`list_iter`	list
0.37%	`python`	`_PyObject_Malloc`	memory
0.36%	`python`	`vectorcall_method`	calls
0.35%	`python`	`frame_dealloc`	memory
0.35%	`python`	`visit_reachable`	gc
0.35%	`python`	`PyTraceBack_Here`	exceptions
0.35%	`python`	`list_append`	list
0.35%	`python`	`BaseException_vectorcall`	exceptions
0.35%	`python`	`_PyFrame_MakeAndSetFrameObject`	unknown
0.32%	`python`	`PyUnicode_FromKindAndData`	str
0.32%	`python`	`sre_ucs1_count`	library
0.32%	`python`	`PyList_New`	memory
0.31%	`python`	`PyType_GenericAlloc`	memory
0.31%	`python`	`method_get`	dynamic
0.29%	`python`	`builtin_min`	unknown
0.29%	`python`	`func_descr_get`	unknown
0.28%	`python`	`long_and`	int
0.26%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.26%	`python`	`_sre_compile`	library
0.26%	`python`	`unicode_dealloc`	memory

regex_dna

percentage	object	symbol	category
34.83%	`python`	`sre_ucs1_match`	library
29.17%	`python`	`sre_ucs2_charset.isra.0`	library
6.73%	`python`	`sre_search`	library
6.03%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.05%	`libm-2.31.so`	`__fmod_finite@GLIBC_2.15`	library
1.19%	`_bisect.cpython-314-x86_64-linux-gnu.so`	`_bisect_bisect_right`	library
0.98%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.98%	`python`	`pattern_subx`	library
0.76%	`python`	`float_richcompare`	float
0.65%	`python`	`type_new`	memory
0.62%	`python`	`stringlib_bytes_join.lto_priv.1`	str
0.62%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
0.45%	`python`	`deduce_unreachable`	gc
0.39%	`python`	`float_rem`	float
0.38%	`python`	`float_div`	float
0.37%	`python`	`intern_common.part.0`	str
0.36%	`python`	`_PyCode_New`	interpreter
0.34%	`python`	`list_item`	list
0.32%	`python`	`PyFloat_FromDouble`	float
0.31%	`python`	`visit_decref`	gc
0.31%	`python`	`bytearray_ass_subscript`	miscobj
0.31%	`python`	`PyBytes_FromStringAndSize`	str
0.30%	`python`	`gc_collect_region.isra.0`	gc

regex_effbot

percentage	object	symbol	category
39.88%	`python`	`sre_ucs1_match`	library
16.80%	`python`	`sre_ucs2_charset.isra.0`	library
9.43%	`python`	`PyMem_Free`	memory
6.01%	`python`	`PyMem_Malloc`	memory
5.80%	`python`	`sre_search`	library
3.58%	`python`	`_PyEval_EvalFrameDefault`	interpreter
1.89%	`python`	`sre_ucs1_count`	library
1.05%	`python`	`type_new`	memory
0.56%	`python`	`intern_common.part.0`	str
0.54%	`python`	`deduce_unreachable`	gc
0.53%	`python`	`siphash13`	str
0.50%	`python`	`_PyCode_New`	interpreter
0.45%	`python`	`visit_decref`	gc
0.44%	`python`	`gc_collect_region.isra.0`	gc
0.34%	`python`	`r_object`	import
0.31%	`python`	`visit_reachable`	gc
0.30%	`python`	`tuple_dealloc`	memory
0.26%	`python`	`PyUnicode_FromKindAndData`	str

regex_v8

percentage	object	symbol	category
42.20%	`python`	`sre_ucs1_match`	library
7.26%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.21%	`python`	`sre_ucs1_count`	library
3.62%	`python`	`sre_search`	library
3.59%	`python`	`PyCode_Addr2Line`	exceptions
2.04%	`libc-2.31.so`	`_int_malloc`	libc
1.64%	`python`	`pattern_subx`	library
1.37%	`python`	`PyMem_Free`	memory
1.27%	`python`	`state_init`	unknown
1.11%	`python`	`sre_ucs1_match.cold`	library
1.04%	`libc-2.31.so`	`_int_free`	libc
0.75%	`python`	`PyUnicode_Substring`	str
0.74%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.74%	`python`	`type_new`	memory
0.73%	`python`	`PyMem_Malloc`	memory
0.71%	`python`	`PyDict_GetItemRef`	dict
0.66%	`python`	`list_dealloc`	memory
0.66%	`libc-2.31.so`	`__libc_malloc`	libc
0.65%	`python`	`_PyUnicode_JoinArray`	str
0.57%	`python`	`_PyUnicode_IsAlpha`	str
0.57%	`libc-2.31.so`	`unlink_chunk.isra.0`	libc
0.54%	`python`	`PyLong_FromLong`	int
0.50%	`python`	`unicode_dealloc`	memory
0.50%	`python`	`Py_UNICODE_ISALNUM.lto_priv.1`	unknown
0.50%	`python`	`intern_common.part.0`	str
0.48%	`python`	`long_dealloc`	memory
0.48%	`python`	`_PyObject_Malloc`	memory
0.41%	`python`	`_PyCode_New`	interpreter
0.41%	`python`	`deduce_unreachable`	gc
0.40%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.39%	`python`	`PyMem_Realloc`	memory
0.39%	`python`	`tuple_dealloc`	memory
0.38%	`python`	`_PyObject_GC_NewVar`	gc
0.37%	`python`	`visit_decref`	gc
0.37%	`python`	`pattern_new_match.isra.0`	memory
0.36%	`python`	`gc_collect_region.isra.0`	gc
0.35%	`python`	`PyList_Append`	list
0.35%	`python`	`sre_ucs2_charset.isra.0`	library
0.31%	`python`	`bytearray_ass_subscript`	miscobj
0.31%	`python`	`r_object`	import
0.30%	`python`	`match_dealloc`	memory
0.27%	`python`	`object_isinstance`	dynamic
0.27%	`python`	`_sre_SRE_Pattern_search`	library
0.26%	`python`	`visit_reachable`	gc

richards

percentage	object	symbol	category
62.47%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.72%	`python`	`PyObject_GetAttr`	dynamic
5.65%	`python`	`_PyEval_FrameClearAndPop`	interpreter
4.44%	`python`	`_PyObject_GetMethod`	dynamic
3.78%	`python`	`unicodekeys_lookup_unicode`	lookup
1.30%	`python`	`PyObject_SetAttr`	dynamic
0.83%	`python`	`type_new`	memory
0.72%	`python`	`long_dealloc`	memory
0.70%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.63%	`python`	`long_add`	int
0.51%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.46%	`python`	`intern_common.part.0`	str
0.46%	`python`	`deduce_unreachable`	gc
0.42%	`python`	`_PyCode_New`	interpreter
0.40%	`python`	`gc_collect_region.isra.0`	gc
0.39%	`python`	`visit_decref`	gc
0.29%	`python`	`r_object`	import
0.27%	`python`	`visit_reachable`	gc
0.26%	`python`	`long_sub`	int
0.26%	`python`	`PyUnicode_FromKindAndData`	str

richards_super

percentage	object	symbol	category
55.73%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.31%	`python`	`_PyEval_FrameClearAndPop`	interpreter
4.51%	`python`	`PyObject_GetAttr`	dynamic
3.65%	`python`	`_PyObject_GetMethod`	dynamic
2.97%	`python`	`unicodekeys_lookup_unicode`	lookup
1.96%	`python`	`PyObject_SetAttr`	dynamic
1.88%	`python`	`_PySuper_Lookup`	dynamic
1.45%	`python`	`type_new`	memory
0.77%	`python`	`intern_common.part.0`	str
0.75%	`python`	`deduce_unreachable`	gc
0.72%	`python`	`long_dealloc`	memory
0.69%	`python`	`visit_decref`	gc
0.67%	`python`	`gc_collect_region.isra.0`	gc
0.67%	`python`	`_PyCode_New`	interpreter
0.56%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.47%	`python`	`r_object`	import
0.47%	`python`	`long_add`	int
0.45%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.43%	`python`	`visit_reachable`	gc
0.37%	`python`	`PyUnicode_FromKindAndData`	str
0.33%	`python`	`siphash13`	str
0.33%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.29%	`python`	`tuple_dealloc`	memory
0.26%	`python`	`long_sub`	int
0.25%	`python`	`PyDict_GetItemRef`	dict

scimark

percentage	object	symbol	category
39.90%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.53%	`python`	`PyNumber_AsSsize_t`	dynamic
4.32%	`python`	`long_dealloc`	memory
3.64%	`array.cpython-314-x86_64-linux-gnu.so`	`array_subscr`	library
3.00%	`python`	`long_add`	int
2.92%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
2.55%	`python`	`PyObject_GetItem`	dynamic
2.25%	`python`	`PyLong_FromLong`	int
2.20%	`python`	`PyFloat_FromDouble`	float
2.19%	`python`	`vgetargs1_impl`	calls
1.74%	`python`	`convertitem`	unknown
1.62%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.34%	`array.cpython-314-x86_64-linux-gnu.so`	`array_ass_subscr`	library
1.32%	`python`	`float_dealloc`	memory
1.25%	`python`	`PyType_GetModuleByDef`	dynamic
1.10%	`python`	`long_mul`	int
0.99%	`python`	`object_isinstance`	dynamic
0.93%	`python`	`PyIndex_Check`	unknown
0.88%	`array.cpython-314-x86_64-linux-gnu.so`	`d_setitem`	library
0.86%	`python`	`PyObject_Free`	dynamic
0.78%	`python`	`_PyFloat_ExactDealloc`	memory
0.76%	`python`	`PyArg_Parse`	calls
0.71%	`python`	`PyObject_SetItem`	dynamic
0.63%	`python`	`type_new`	memory
0.55%	`python`	`_PyLong_Frexp`	int
0.46%	`python`	`tuple_dealloc`	memory
0.46%	`array.cpython-314-x86_64-linux-gnu.so`	`d_getitem`	library
0.40%	`python`	`PyFloat_AsDouble`	float
0.39%	`python`	`float_richcompare`	float
0.37%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.33%	`python`	`long_sub`	int
0.33%	`python`	`_PyCode_New`	interpreter
0.32%	`python`	`deduce_unreachable`	gc
0.32%	`python`	`intern_common.part.0`	str
0.30%	`python`	`range_vectorcall`	miscobj
0.28%	`array.cpython-314-x86_64-linux-gnu.so`	`0x00000000000047e4`	library
0.28%	`python`	`visit_decref`	gc
0.25%	`python`	`getset_get`	dynamic
0.25%	`array.cpython-314-x86_64-linux-gnu.so`	`0x00000000000049c4`	library

spectral_norm

percentage	object	symbol	category
34.96%	`python`	`_PyEval_EvalFrameDefault`	interpreter
9.78%	`python`	`long_add`	int
5.40%	`python`	`long_dealloc`	memory
5.25%	`python`	`PyObject_Free`	dynamic
4.48%	`python`	`long_div`	int
3.44%	`python`	`long_mul`	int
2.83%	`python`	`float_div`	float
2.47%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.18%	`python`	`enum_next`	miscobj
2.07%	`python`	`_PyFloat_FromDouble_ConsumeInputs`	float
1.75%	`python`	`listiter_next`	list
1.53%	`python`	`PyNumber_TrueDivide`	dynamic
1.32%	`python`	`type_new`	memory
1.11%	`python`	`PyLong_AsDouble`	int
0.99%	`python`	`convert_to_double`	unknown
0.89%	`python`	`PyNumber_FloorDivide`	dynamic
0.78%	`python`	`deduce_unreachable`	gc
0.69%	`python`	`intern_common.part.0`	str
0.65%	`python`	`_PyCode_New`	interpreter
0.56%	`python`	`visit_decref`	gc
0.52%	`python`	`PyType_IsSubtype`	dynamic
0.52%	`python`	`gc_collect_region.isra.0`	gc
0.49%	`python`	`r_object`	import
0.46%	`python`	`float_dealloc`	memory
0.41%	`python`	`_Py_NewReference`	memory
0.38%	`python`	`visit_reachable`	gc
0.35%	`python`	`PyUnicode_FromKindAndData`	str
0.32%	`python`	`tuple_dealloc`	memory
0.27%	`python`	`siphash13`	str
0.26%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc

sphinx

percentage	object	symbol	category
24.88%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.99%	`python`	`sre_ucs1_match`	library
3.38%	`python`	`sre_ucs2_charset.isra.0`	library
3.36%	`python`	`deduce_unreachable`	gc
2.55%	`python`	`PyObject_GetAttr`	dynamic
2.55%	`python`	`gc_collect_region.isra.0`	gc
2.14%	`python`	`visit_decref`	gc
1.75%	`python`	`object_isinstance`	dynamic
1.71%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.61%	`_pickle.cpython-314-x86_64-linux-gnu.so`	`save`	library
1.53%	`python`	`visit_add_to_container`	gc
1.44%	`python`	`visit_reachable`	gc
1.37%	`python`	`PyDict_GetItemRef`	dict
1.17%	`python`	`find_name_in_mro`	lookup
1.14%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.91%	`python`	`siphash13`	str
0.88%	`python`	`_PyObject_GetMethod`	dynamic
0.88%	`python`	`PyUnicode_Format`	str
0.86%	`python`	`dict_traverse`	gc
0.82%	`python`	`tuple_dealloc`	memory
0.79%	`python`	`list_dealloc`	memory
0.75%	`python`	`unicodekeys_lookup_unicode`	lookup
0.72%	`python`	`gen_dealloc`	memory
0.66%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.63%	`python`	`PyObject_SetAttr`	dynamic
0.62%	`python`	`_Py_MakeCoro`	unknown
0.57%	`python`	`subtype_traverse`	gc
0.56%	`python`	`PyMem_Free`	memory
0.56%	`python`	`unicode_dealloc`	memory
0.54%	`python`	`type_new`	memory
0.48%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.46%	`python`	`_PyFunction_Vectorcall`	calls
0.46%	`python`	`PyMem_Malloc`	memory
0.45%	`python`	`dict_dealloc`	memory
0.42%	`python`	`list_traverse`	gc
0.41%	`python`	`_PyGC_Collect`	gc
0.41%	`python`	`getset_get`	dynamic
0.40%	`_pickle.cpython-314-x86_64-linux-gnu.so`	`memo_put.isra.0`	library
0.39%	`python`	`PyObject_GC_Del`	gc
0.39%	`python`	`sre_search`	library
0.37%	`python`	`insertdict`	dict
0.37%	`python`	`intern_common.part.0`	str
0.36%	`python`	`list_iter`	list
0.33%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.33%	`python`	`tuple_iter`	tuple
0.32%	`libc-2.31.so`	`_int_malloc`	libc
0.31%	`python`	`tupleiter_dealloc`	memory
0.29%	`python`	`_PyFrame_ClearExceptCode`	interpreter
0.29%	`python`	`_PyUnicode_JoinArray`	str
0.27%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.26%	`python`	`sre_ucs1_count`	library
0.26%	`python`	`_PyObject_GenericGetAttrWithDict`	dynamic
0.26%	`python`	`_PyCode_New`	interpreter
0.26%	`python`	`sre_ucs2_match`	library
0.26%	`python`	`_PyObject_GC_New`	gc
0.25%	`python`	`PyDict_Next`	dict

sqlalchemy_declarative

percentage	object	symbol	category
27.71%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.86%	`python`	`type_new`	memory
2.35%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.94%	`python`	`PyObject_GetAttr`	dynamic
1.88%	`python`	`tuple_dealloc`	memory
1.68%	`python`	`PyObject_SetAttr`	dynamic
1.47%	`python`	`find_name_in_mro`	lookup
1.28%	`python`	`PyDict_GetItemRef`	dict
1.23%	`python`	`deduce_unreachable`	gc
1.13%	`python`	`gc_collect_region.isra.0`	gc
1.11%	`python`	`intern_common.part.0`	str
1.11%	`python`	`visit_decref`	gc
1.03%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.89%	`python`	`_PyCode_New`	interpreter
0.86%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.78%	`python`	`visit_reachable`	gc
0.78%	`python`	`subtype_dealloc`	memory
0.76%	`python`	`list_dealloc`	memory
0.76%	`libpthread-2.31.so`	`__pthread_mutex_lock`	library
0.75%	`python`	`dict_dealloc`	memory
0.74%	`python`	`r_object`	import
0.71%	`python`	`PyObject_GC_Del`	gc
0.69%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.66%	`libpthread-2.31.so`	`pthread_mutex_unlock`	library
0.62%	`python`	`insertdict`	dict
0.54%	`python`	`_PyObject_GetMethod`	dynamic
0.54%	`python`	`sre_ucs1_match`	library
0.52%	`python`	`PyUnicode_FromKindAndData`	str
0.49%	`python`	`siphash13`	str
0.48%	`python`	`PyType_GenericAlloc`	memory
0.48%	`python`	`set_dealloc`	memory
0.48%	`python`	`list_iter`	list
0.46%	`python`	`tuple_hash`	tuple
0.43%	`python`	`unicodekeys_lookup_unicode`	lookup
0.42%	`python`	`_Py_type_getattro`	lookup
0.41%	`python`	`_PyObject_MakeTpCall`	dynamic
0.41%	`python`	`slot_tp_init`	unknown
0.39%	`python`	`code_dealloc`	memory
0.38%	`python`	`unicode_dealloc`	memory
0.38%	`python`	`PyFunction_NewWithQualName`	memory
0.37%	`python`	`PyObject_Vectorcall`	dynamic
0.37%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.35%	`python`	`_Py_slot_tp_getattr_hook`	unknown
0.34%	`python`	`PyMem_Free`	memory
0.34%	`python`	`_PyFunction_Vectorcall`	calls
0.32%	`python`	`take_gil`	gil
0.32%	`python`	`tp_new_wrapper`	memory
0.32%	`python`	`dict_traverse`	gc
0.32%	`python`	`PyDict_Contains`	dict
0.31%	`python`	`type_ready`	dynamic
0.31%	`libsqlite3.so.0.8.6`	`sqlite3_reset`	library
0.30%	`python`	`_PyObject_GC_New`	gc
0.29%	`libc-2.31.so`	`_int_malloc`	libc
0.29%	`python`	`PyObject_IsTrue`	dynamic
0.28%	`python`	`make_new_set`	memory
0.28%	`python`	`dictresize`	dict
0.27%	`python`	`func_dealloc`	memory

sqlalchemy_imperative

percentage	object	symbol	category
32.07%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.91%	`python`	`type_new`	memory
2.65%	`python`	`PyObject_GetAttr`	dynamic
1.91%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.62%	`python`	`deduce_unreachable`	gc
1.56%	`python`	`tuple_dealloc`	memory
1.40%	`python`	`gc_collect_region.isra.0`	gc
1.19%	`python`	`PyObject_SetAttr`	dynamic
1.19%	`python`	`PyDict_GetItemRef`	dict
1.17%	`python`	`visit_decref`	gc
1.09%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.01%	`python`	`intern_common.part.0`	str
0.98%	`python`	`find_name_in_mro`	lookup
0.91%	`python`	`_PyCode_New`	interpreter
0.88%	`python`	`dict_dealloc`	memory
0.86%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.80%	`python`	`visit_reachable`	gc
0.67%	`python`	`r_object`	import
0.65%	`python`	`list_dealloc`	memory
0.59%	`python`	`subtype_dealloc`	memory
0.58%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.58%	`libsqlite3.so.0.8.6`	`sqlite3_reset`	library
0.58%	`libpthread-2.31.so`	`__pthread_mutex_lock`	library
0.58%	`python`	`insertdict`	dict
0.56%	`python`	`PyType_GenericAlloc`	memory
0.52%	`libpthread-2.31.so`	`pthread_mutex_unlock`	library
0.50%	`python`	`PyUnicode_FromKindAndData`	str
0.46%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.45%	`python`	`sre_ucs1_match`	library
0.43%	`python`	`PyObject_GC_Del`	gc
0.43%	`python`	`_PyObject_GetMethod`	dynamic
0.42%	`python`	`siphash13`	str
0.42%	`python`	`_PyFunction_Vectorcall`	calls
0.41%	`python`	`_Py_type_getattro`	lookup
0.41%	`python`	`insert_to_emptydict`	dict
0.41%	`python`	`visit_add_to_container`	gc
0.40%	`python`	`method_dealloc`	memory
0.39%	`python`	`PyMem_Free`	memory
0.39%	`python`	`slot_tp_init`	unknown
0.39%	`python`	`PyDict_SetItem`	dict
0.37%	`python`	`unicodekeys_lookup_unicode`	lookup
0.36%	`python`	`unicode_dealloc`	memory
0.36%	`python`	`dict_traverse`	gc
0.34%	`python`	`PyObject_Vectorcall`	dynamic
0.34%	`python`	`code_dealloc`	memory
0.34%	`python`	`PyFunction_NewWithQualName`	memory
0.32%	`python`	`PyList_New`	memory
0.31%	`python`	`dictresize`	dict
0.30%	`python`	`_PyObject_MakeTpCall`	dynamic
0.28%	`python`	`list_iter`	list
0.28%	`libsqlite3.so.0.8.6`	`sqlite3_exec`	library
0.28%	`python`	`object_new`	memory
0.27%	`libsqlite3.so.0.8.6`	`sqlite3_randomness`	library
0.27%	`python`	`type_ready`	dynamic
0.27%	`libc-2.31.so`	`__libc_malloc`	libc
0.26%	`python`	`PyObject_IsTrue`	dynamic
0.26%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.26%	`python`	`_PyStack_UnpackDict`	unknown

sqlglot

percentage	object	symbol	category
35.32%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.26%	`python`	`object_isinstance`	dynamic
2.55%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.27%	`python`	`tuple_dealloc`	memory
1.55%	`python`	`type_new`	memory
1.40%	`python`	`method_get`	dynamic
1.30%	`python`	`meth_dealloc`	memory
1.28%	`python`	`PyObject_IsInstance`	dynamic
1.25%	`python`	`dictiter_iternextitem`	dict
1.10%	`python`	`_Py_MakeCoro`	unknown
1.06%	`python`	`PyFunction_NewWithQualName`	memory
1.06%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.91%	`python`	`_PyType_LookupRef`	lookup
0.90%	`python`	`deduce_unreachable`	gc
0.86%	`python`	`gen_dealloc`	memory
0.78%	`python`	`visit_decref`	gc
0.78%	`python`	`gc_collect_region.isra.0`	gc
0.76%	`python`	`intern_common.part.0`	str
0.73%	`python`	`getset_get`	dynamic
0.73%	`python`	`slot_tp_hash`	unknown
0.72%	`python`	`dictiter_dealloc`	memory
0.71%	`python`	`_PyCode_New`	interpreter
0.70%	`python`	`dict_items`	dict
0.68%	`python`	`insert_to_emptydict`	dict
0.68%	`python`	`dictview_dealloc`	memory
0.67%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.66%	`python`	`list_dealloc`	memory
0.65%	`python`	`siphash13`	str
0.64%	`python`	`PyObject_GC_Del`	gc
0.64%	`python`	`unicode_dealloc`	memory
0.64%	`python`	`PyObject_GetAttr`	dynamic
0.62%	`python`	`func_dealloc`	memory
0.58%	`python`	`visit_reachable`	gc
0.55%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.53%	`python`	`dictitems_iter`	unknown
0.52%	`python`	`dict_get`	dict
0.52%	`python`	`r_object`	import
0.51%	`python`	`dict_dealloc`	memory
0.51%	`python`	`list_iter`	list
0.48%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.46%	`python`	`PyTuple_Pack`	tuple
0.41%	`python`	`PyList_New`	memory
0.41%	`python`	`_PyFrame_ClearExceptCode`	interpreter
0.40%	`python`	`long_dealloc`	memory
0.40%	`python`	`_PyLong_New`	memory
0.40%	`python`	`PyObject_CallOneArg`	dynamic
0.39%	`python`	`find_name_in_mro`	lookup
0.38%	`python`	`PyUnicode_FromKindAndData`	str
0.38%	`python`	`PyObject_IsTrue`	dynamic
0.37%	`python`	`cfunction_vectorcall_O`	calls
0.36%	`python`	`_PyFunction_Vectorcall`	calls
0.35%	`python`	`PyObject_GetIter`	dynamic
0.35%	`python`	`_PyObject_GetMethod`	dynamic
0.34%	`python`	`_PyObject_Calloc`	memory
0.33%	`python`	`slot_tp_richcompare`	dynamic
0.33%	`python`	`tuple_hash`	tuple
0.30%	`python`	`PyUnicode_New`	memory
0.30%	`python`	`_PyUnicode_JoinArray`	str
0.29%	`python`	`_PyObject_GC_NewVar`	gc
0.28%	`python`	`set_vectorcall`	miscobj
0.28%	`python`	`_PyObject_GC_New`	gc
0.27%	`python`	`insertdict`	dict
0.27%	`python`	`_PyObject_Malloc`	memory

sqlglot_optimize

percentage	object	symbol	category
34.75%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.65%	`python`	`object_isinstance`	dynamic
2.38%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.21%	`python`	`tuple_dealloc`	memory
1.64%	`python`	`meth_dealloc`	memory
1.61%	`python`	`method_get`	dynamic
1.60%	`python`	`type_new`	memory
1.51%	`python`	`dictiter_iternextitem`	dict
1.43%	`python`	`PyObject_IsInstance`	dynamic
1.20%	`python`	`PyObject_GetAttr`	dynamic
1.01%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.96%	`python`	`deduce_unreachable`	gc
0.96%	`python`	`list_dealloc`	memory
0.93%	`python`	`PyFunction_NewWithQualName`	memory
0.91%	`python`	`gc_collect_region.isra.0`	gc
0.86%	`python`	`visit_decref`	gc
0.83%	`python`	`_PyType_LookupRef`	lookup
0.81%	`python`	`intern_common.part.0`	str
0.77%	`python`	`getset_get`	dynamic
0.69%	`python`	`_PyCode_New`	interpreter
0.61%	`python`	`slot_tp_hash`	unknown
0.61%	`python`	`siphash13`	str
0.61%	`python`	`_Py_MakeCoro`	unknown
0.60%	`python`	`PyObject_GC_Del`	gc
0.58%	`python`	`tuple_hash`	tuple
0.57%	`python`	`dict_get`	dict
0.55%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.55%	`python`	`r_object`	import
0.55%	`python`	`insertdict`	dict
0.54%	`python`	`dictiter_dealloc`	memory
0.54%	`python`	`dict_items`	dict
0.54%	`python`	`list_iter`	list
0.54%	`python`	`find_name_in_mro`	lookup
0.53%	`python`	`func_dealloc`	memory
0.52%	`python`	`insert_to_emptydict`	dict
0.52%	`python`	`member_get`	unknown
0.51%	`python`	`dict_dealloc`	memory
0.50%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.50%	`python`	`dictview_dealloc`	memory
0.49%	`python`	`unicode_dealloc`	memory
0.46%	`python`	`PyList_New`	memory
0.46%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.44%	`python`	`PyObject_CallOneArg`	dynamic
0.44%	`python`	`visit_reachable`	gc
0.43%	`python`	`dictitems_iter`	unknown
0.41%	`python`	`PyUnicode_FromKindAndData`	str
0.40%	`python`	`gen_dealloc`	memory
0.39%	`python`	`cfunction_vectorcall_O`	calls
0.39%	`python`	`_PyLong_New`	memory
0.36%	`python`	`_PyFunction_Vectorcall`	calls
0.36%	`python`	`_PyUnicode_JoinArray`	str
0.35%	`python`	`_PyObject_Malloc`	memory
0.34%	`python`	`PyTuple_Pack`	tuple
0.34%	`python`	`PyDict_GetItemRef`	dict
0.34%	`python`	`long_dealloc`	memory
0.32%	`python`	`_PyObject_Calloc`	memory
0.31%	`python`	`PyObject_GetIter`	dynamic
0.30%	`python`	`PyObject_IsTrue`	dynamic
0.29%	`python`	`PyObject_SetAttr`	dynamic
0.28%	`python`	`_PyObject_GC_New`	gc
0.27%	`python`	`PyUnicode_New`	memory

sqlglot_parse

percentage	object	symbol	category
50.74%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.48%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.62%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.47%	`python`	`PyObject_GetAttr`	dynamic
1.35%	`python`	`_Py_type_getattro`	lookup
1.29%	`python`	`PyDict_Contains`	dict
1.25%	`python`	`gc_collect_region.isra.0`	gc
1.21%	`python`	`deduce_unreachable`	gc
1.10%	`python`	`type_new`	memory
0.91%	`python`	`long_add`	int
0.87%	`python`	`visit_decref`	gc
0.85%	`python`	`dict_get`	dict
0.82%	`python`	`long_dealloc`	memory
0.76%	`python`	`_PyFunction_Vectorcall`	calls
0.73%	`python`	`dict_dealloc`	memory
0.69%	`python`	`slot_tp_hash`	unknown
0.68%	`python`	`tuple_dealloc`	memory
0.65%	`python`	`PyObject_SetAttr`	dynamic
0.65%	`python`	`find_name_in_mro`	lookup
0.64%	`python`	`PyObject_RichCompare`	dynamic
0.60%	`python`	`object_isinstance`	dynamic
0.53%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.53%	`python`	`object_new`	memory
0.51%	`python`	`slot_tp_init`	unknown
0.51%	`python`	`intern_common.part.0`	str
0.51%	`python`	`PyDict_SetItem`	dict
0.51%	`python`	`insert_to_emptydict`	dict
0.49%	`python`	`unicode_dealloc`	memory
0.48%	`python`	`_PyCode_New`	interpreter
0.47%	`python`	`long_sub`	int
0.45%	`python`	`visit_reachable`	gc
0.44%	`python`	`dictiter_iternextitem`	dict
0.43%	`python`	`_PyLong_New`	memory
0.41%	`python`	`_PyObject_GC_New`	gc
0.40%	`python`	`unicode_subscript`	str
0.37%	`python`	`subtype_traverse`	gc
0.36%	`python`	`PyObject_Free`	dynamic
0.35%	`python`	`PyObject_GC_Del`	gc
0.35%	`python`	`PyDict_GetItemRef`	dict
0.34%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.34%	`python`	`dict_traverse`	gc
0.34%	`python`	`clear_slots`	unknown
0.33%	`python`	`r_object`	import
0.32%	`python`	`method_get`	dynamic
0.32%	`python`	`meth_dealloc`	memory
0.31%	`python`	`siphash13`	str
0.29%	`python`	`object_richcompare`	dynamic
0.28%	`python`	`PyUnicode_FromKindAndData`	str
0.28%	`python`	`insertdict`	dict
0.27%	`python`	`dictiter_dealloc`	memory
0.27%	`python`	`subtype_dealloc`	memory
0.27%	`python`	`PyUnicode_New`	memory
0.26%	`python`	`dict_merge`	dict

sqlglot_transpile

percentage	object	symbol	category
43.43%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.25%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.60%	`python`	`type_new`	memory
1.53%	`python`	`PyObject_GetAttr`	dynamic
1.39%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.36%	`python`	`deduce_unreachable`	gc
1.27%	`python`	`gc_collect_region.isra.0`	gc
1.15%	`python`	`find_name_in_mro`	lookup
1.10%	`python`	`_Py_type_getattro`	lookup
1.06%	`python`	`visit_decref`	gc
1.00%	`python`	`dict_get`	dict
0.97%	`python`	`PyDict_Contains`	dict
0.94%	`python`	`object_isinstance`	dynamic
0.84%	`python`	`intern_common.part.0`	str
0.79%	`python`	`_PyCode_New`	interpreter
0.76%	`python`	`tuple_dealloc`	memory
0.73%	`python`	`dict_dealloc`	memory
0.70%	`python`	`long_dealloc`	memory
0.70%	`python`	`unicode_dealloc`	memory
0.68%	`python`	`_PyFunction_Vectorcall`	calls
0.66%	`python`	`siphash13`	str
0.65%	`python`	`long_add`	int
0.62%	`python`	`visit_reachable`	gc
0.59%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.57%	`python`	`r_object`	import
0.55%	`python`	`PyObject_SetAttr`	dynamic
0.53%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.53%	`python`	`slot_tp_hash`	unknown
0.48%	`python`	`PyDict_SetItem`	dict
0.48%	`python`	`PyObject_RichCompare`	dynamic
0.47%	`python`	`_PyUnicode_JoinArray`	str
0.44%	`python`	`PyDict_GetItemRef`	dict
0.42%	`python`	`slot_tp_init`	unknown
0.39%	`python`	`object_new`	memory
0.38%	`python`	`list_dealloc`	memory
0.38%	`python`	`meth_dealloc`	memory
0.38%	`python`	`method_get`	dynamic
0.38%	`python`	`_PyObject_GC_New`	gc
0.38%	`python`	`PyUnicode_FromKindAndData`	str
0.38%	`python`	`insert_to_emptydict`	dict
0.36%	`python`	`dict_traverse`	gc
0.36%	`python`	`insertdict`	dict
0.35%	`python`	`subtype_traverse`	gc
0.35%	`python`	`PyObject_GC_Del`	gc
0.34%	`python`	`dictiter_iternextitem`	dict
0.34%	`python`	`unicode_subscript`	str
0.33%	`python`	`PyObject_Free`	dynamic
0.32%	`python`	`_PyLong_New`	memory
0.31%	`python`	`func_descr_get`	unknown
0.30%	`python`	`method_dealloc`	memory
0.29%	`python`	`PyObject_IsInstance`	dynamic
0.29%	`python`	`long_sub`	int
0.26%	`python`	`dict_merge`	dict
0.25%	`python`	`subtype_dealloc`	memory

sqlite_synth

percentage	object	symbol	category
12.46%	`libpthread-2.31.so`	`__pthread_mutex_lock`	library
12.21%	`libpthread-2.31.so`	`pthread_mutex_unlock`	library
8.99%	`python`	`_PyEval_EvalFrameDefault`	interpreter
6.13%	`python`	`take_gil`	gil
4.86%	`libsqlite3.so.0.8.6`	`sqlite3_reset`	library
2.27%	`libm-2.31.so`	`__cos_fma`	library
1.46%	`libsqlite3.so.0.8.6`	`sqlite3_randomness`	library
1.23%	`python`	`PyEval_SaveThread`	interpreter
1.19%	`python`	`long_dealloc`	memory
1.10%	`_sqlite3.cpython-314-x86_64-linux-gnu.so`	`_pysqlite_query_execute`	library
1.09%	`libpthread-2.31.so`	`pthread_cond_signal@@GLIBC_2.3.2`	library
1.08%	`python`	`tuple_dealloc`	memory
1.03%	`libsqlite3.so.0.8.6`	`sqlite3_value_double`	library
0.85%	`libsqlite3.so.0.8.6`	`sqlite3_preupdate_old`	library
0.82%	`python`	`long_to_decimal_string_internal`	int
0.81%	`libsqlite3.so.0.8.6`	`sqlite3_extended_errcode`	library
0.79%	`python`	`type_new`	memory
0.76%	`libsqlite3.so.0.8.6`	`sqlite3_value_int64`	library
0.74%	`python`	`list_dealloc`	memory
0.69%	`python`	`unicode_dealloc`	memory
0.67%	`libsqlite3.so.0.8.6`	`sqlite3_step`	library
0.67%	`python`	`PyType_GenericAlloc`	memory
0.64%	`libsqlite3.so.0.8.6`	`sqlite3_wal_checkpoint`	library
0.64%	`libsqlite3.so.0.8.6`	`sqlite3_vtab_config`	library
0.60%	`libc-2.31.so`	`pthread_mutex_lock`	libc
0.59%	`python`	`_PyObject_MakeTpCall`	dynamic
0.58%	`libsqlite3.so.0.8.6`	`sqlite3_enable_shared_cache`	library
0.58%	`libc-2.31.so`	`_int_free`	libc
0.53%	`python`	`PyFloat_AsDouble`	float
0.49%	`python`	`PyFloat_FromDouble`	float
0.48%	`python`	`PyList_New`	memory
0.47%	`python`	`bounded_lru_cache_wrapper`	unknown
0.47%	`libc-2.31.so`	`pthread_mutex_unlock`	libc
0.46%	`python`	`_PyObject_Malloc`	memory
0.46%	`python`	`PyEval_RestoreThread`	interpreter
0.46%	`python`	`unicode_decode_utf8`	str
0.45%	`libc-2.31.so`	`__libc_malloc`	libc
0.44%	`python`	`method_vectorcall`	calls
0.43%	`_sqlite3.cpython-314-x86_64-linux-gnu.so`	`pysqlite_cursor_init`	library
0.41%	`python`	`deduce_unreachable`	gc
0.41%	`_sqlite3.cpython-314-x86_64-linux-gnu.so`	`pysqlite_cursor_iternext`	library
0.39%	`libsqlite3.so.0.8.6`	`sqlite3_str_value`	library
0.39%	`python`	`PyObject_GetAttr`	dynamic
0.38%	`python`	`object_new`	memory
0.38%	`python`	`_PyCode_New`	interpreter
0.38%	`python`	`intern_common.part.0`	str
0.38%	`libsqlite3.so.0.8.6`	`sqlite3_mutex_try`	library
0.37%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.36%	`python`	`long_add`	int
0.35%	`python`	`method_dealloc`	memory
0.35%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.34%	`python`	`gc_collect_region.isra.0`	gc
0.34%	`python`	`PyLong_FromLongLong`	int
0.34%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.33%	`math.cpython-314-x86_64-linux-gnu.so`	`math_cos`	library
0.33%	`python`	`visit_decref`	gc
0.33%	`python`	`PyTuple_New`	memory
0.33%	`_sqlite3.cpython-314-x86_64-linux-gnu.so`	`pysqlite_connection_execute`	library
0.33%	`_sqlite3.cpython-314-x86_64-linux-gnu.so`	`bind_param.isra.0`	library
0.32%	`libsqlite3.so.0.8.6`	`sqlite3_free`	library
0.32%	`libsqlite3.so.0.8.6`	`sqlite3_value_pointer`	library
0.30%	`libsqlite3.so.0.8.6`	`sqlite3_close_v2`	library
0.30%	`python`	`pthread_mutex_unlock@plt`	unknown
0.29%	`python`	`weakref_dealloc`	memory
0.29%	`python`	`PyList_Append`	list
0.28%	`libc-2.31.so`	`cfree@GLIBC_2.2.5`	libc
0.28%	`python`	`pthread_mutex_lock@plt`	unknown
0.28%	`python`	`PyUnicode_New`	memory
0.28%	`python`	`_Py_dict_lookup`	lookup
0.27%	`python`	`float_dealloc`	memory
0.27%	`libsqlite3.so.0.8.6`	`sqlite3_realloc64`	library
0.27%	`python`	`list_iter`	list
0.27%	`libsqlite3.so.0.8.6`	`sqlite3_db_config`	library
0.26%	`_sqlite3.cpython-314-x86_64-linux-gnu.so`	`func_callback`	library
0.26%	`libpthread-2.31.so`	`pthread_getspecific`	library
0.26%	`libsqlite3.so.0.8.6`	`sqlite3_sourceid`	library
0.26%	`python`	`func_descr_get`	unknown
0.26%	`_sqlite3.cpython-314-x86_64-linux-gnu.so`	`step_callback`	library
0.26%	`python`	`listiter_dealloc`	memory

sympy

percentage	object	symbol	category
29.62%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.31%	`python`	`tuple_dealloc`	memory
2.31%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.55%	`python`	`PyObject_GetAttr`	dynamic
1.31%	`python`	`deduce_unreachable`	gc
1.30%	`python`	`type_new`	memory
1.27%	`python`	`PyDict_GetItemRef`	dict
1.23%	`python`	`visit_decref`	gc
1.17%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.15%	`python`	`gc_collect_region.isra.0`	gc
1.01%	`python`	`intern_common.part.0`	str
1.00%	`python`	`PyDict_SetItem`	dict
0.97%	`python`	`find_name_in_mro`	lookup
0.94%	`python`	`_Py_type_getattro`	lookup
0.89%	`python`	`object_isinstance`	dynamic
0.83%	`python`	`_PyCode_New`	interpreter
0.83%	`python`	`visit_reachable`	gc
0.80%	`python`	`_Py_dict_lookup`	lookup
0.75%	`python`	`slot_tp_richcompare`	dynamic
0.74%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.74%	`python`	`PyObject_RichCompareBool`	dynamic
0.72%	`python`	`_PyFunction_Vectorcall`	calls
0.72%	`python`	`method_get`	dynamic
0.70%	`python`	`dict_dealloc`	memory
0.68%	`python`	`meth_dealloc`	memory
0.66%	`python`	`list_dealloc`	memory
0.66%	`python`	`_PyObject_GenericGetAttrWithDict`	dynamic
0.59%	`python`	`PyFunction_NewWithQualName`	memory
0.58%	`python`	`r_object`	import
0.57%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.57%	`python`	`_PyObject_MakeTpCall`	dynamic
0.54%	`python`	`dict_merge`	dict
0.54%	`python`	`PyUnicode_RichCompare`	str
0.50%	`python`	`dictresize`	dict
0.49%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.48%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.43%	`python`	`tuple_iter`	tuple
0.43%	`python`	`slot_tp_hash`	unknown
0.42%	`python`	`PyMem_Free`	memory
0.42%	`python`	`PyUnicode_FromKindAndData`	str
0.42%	`python`	`siphash13`	str
0.42%	`python`	`wrapperdescr_call`	unknown
0.40%	`python`	`setiter_iternext`	miscobj
0.39%	`python`	`insert_to_emptydict`	dict
0.39%	`python`	`_Py_slot_tp_getattr_hook`	unknown
0.37%	`python`	`func_dealloc`	memory
0.37%	`python`	`dictiter_iternextitem`	dict
0.36%	`python`	`dict_subscript`	dict
0.35%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.35%	`python`	`insertdict`	dict
0.33%	`python`	`_PyStack_UnpackDict`	unknown
0.33%	`python`	`code_dealloc`	memory
0.32%	`python`	`member_get`	unknown
0.32%	`python`	`tupleiter_dealloc`	memory
0.31%	`python`	`unicode_dealloc`	memory
0.30%	`python`	`PyObject_IsInstance`	dynamic
0.30%	`python`	`dict_get`	dict
0.30%	`python`	`tuple_hash`	tuple
0.29%	`python`	`dict_traverse`	gc
0.29%	`python`	`_PyType_LookupRef`	lookup
0.27%	`python`	`PyDict_Contains`	dict
0.27%	`python`	`visit_add_to_container`	gc
0.26%	`python`	`PyObject_CallOneArg`	dynamic
0.26%	`python`	`PyObject_GC_Del`	gc
0.25%	`python`	`slot_tp_new`	memory

telco

percentage	object	symbol	category
15.50%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.97%	`python`	`_PyObject_GC_New`	gc
3.77%	`python`	`PyObject_GC_Del`	gc
2.48%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`_mpd_qaddsub`	library
2.34%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`nm_mpd_qadd`	library
2.26%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`nm_mpd_qmul`	library
1.95%	`python`	`tuple_dealloc`	memory
1.79%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`_mpd_baseshiftr`	library
1.78%	`python`	`meth_dealloc`	memory
1.70%	`python`	`PyObject_GetAttr`	dynamic
1.66%	`python`	`method_get`	dynamic
1.50%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`mpd_qshiftr`	library
1.41%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`dec_mpd_qquantize`	library
1.41%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`_mpd_qmul`	library
1.40%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`convert_op`	library
1.40%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`mpd_qfinalize`	library
1.32%	`python`	`vgetargskeywords.constprop.0`	calls
1.32%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`find_state_left_or_right`	library
1.25%	`python`	`PyObject_GC_Track`	gc
1.24%	`python`	`PyContextVar_Get`	unknown
1.23%	`python`	`type_new`	memory
1.01%	`python`	`_PyArg_UnpackKeywordsWithVararg`	calls
0.98%	`python`	`PyUnicode_New`	memory
0.97%	`python`	`_io_BytesIO_read`	unknown
0.95%	`python`	`PyDict_GetItemRef`	dict
0.86%	`python`	`PyObject_GC_UnTrack`	gc
0.82%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`dec_dealloc`	library
0.80%	`python`	`vgetargs1_impl`	calls
0.79%	`python`	`PyObject_GenericGetAttr`	dynamic
0.77%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`mpd_qquantize`	library
0.75%	`python`	`unicode_dealloc`	memory
0.74%	`python`	`deduce_unreachable`	gc
0.72%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`PyDecType_FromLongExact`	library
0.71%	`python`	`_PyObject_MakeTpCall`	dynamic
0.66%	`python`	`method_vectorcall_VARARGS_KEYWORDS`	calls
0.66%	`python`	`find_keyword`	unknown
0.65%	`python`	`as_ucs4`	unknown
0.65%	`python`	`_PyCode_New`	interpreter
0.60%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`dec_addstatus`	library
0.60%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`PyDecType_New.isra.0`	library
0.59%	`python`	`intern_common.part.0`	str
0.57%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`word_to_string`	library
0.55%	`python`	`PyObject_RichCompare`	dynamic
0.55%	`python`	`visit_decref`	gc
0.54%	`python`	`PyType_GetBaseByToken`	unknown
0.53%	`libc-2.31.so`	`__strlen_avx2`	libc
0.53%	`python`	`PyMem_Free`	memory
0.51%	`python`	`PyTuple_New`	memory
0.51%	`python`	`PyMem_Malloc`	memory
0.50%	`python`	`long_dealloc`	memory
0.49%	`python`	`gc_collect_region.isra.0`	gc
0.48%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`dec_str`	library
0.48%	`python`	`PyObject_Str`	dynamic
0.46%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`current_context`	library
0.45%	`python`	`PyFile_WriteObject`	unknown
0.45%	`_struct.cpython-314-x86_64-linux-gnu.so`	`unpack`	library
0.44%	`python`	`write_str`	unknown
0.43%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`ctx_mpd_qquantize`	library
0.41%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.41%	`python`	`object_dealloc`	memory
0.41%	`python`	`visit_reachable`	gc
0.40%	`python`	`PyNumber_Multiply`	dynamic
0.40%	`python`	`r_object`	import
0.39%	`python`	`PyObject_Vectorcall`	dynamic
0.38%	`libc-2.31.so`	`__strchr_avx2`	libc
0.36%	`python`	`binary_op1`	unknown
0.35%	`python`	`PyLong_FromLong`	int
0.35%	`python`	`PyNumber_InPlaceAdd`	dynamic
0.34%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.34%	`python`	`PyObject_CallOneArg`	dynamic
0.33%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`mpd_qadd`	library
0.33%	`python`	`cfunction_vectorcall_O`	calls
0.31%	`python`	`PyUnicode_FromKindAndData`	str
0.30%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`_mpd_to_string`	library
0.30%	`python`	`PyUnicode_CompareWithASCIIString`	str
0.29%	`python`	`PyLong_FromUnsignedLongLong`	int
0.29%	`python`	`_PyEval_FrameClearAndPop`	interpreter
0.28%	`python`	`long_and`	int
0.27%	`python`	`builtin_print`	unknown
0.27%	`python`	`_PyObject_GetMethod`	dynamic
0.26%	`_decimal.cpython-314-x86_64-linux-gnu.so`	`_mpd_rnd_incr.isra.0`	library
0.25%	`python`	`siphash13`	str

thrift

percentage	object	symbol	category
24.82%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.72%	`fastbinary.cpython-314-x86_64-linux-gnu.so`	`apache::thrift::py::ProtocolBase<apache::thrift::py::BinaryProtocol>::encodeValue`	library
2.57%	`python`	`PyDict_GetItemRef`	dict
2.55%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.28%	`python`	`subtype_dealloc`	memory
2.06%	`python`	`PyDict_SetItem`	dict
2.03%	`python`	`insert_to_emptydict`	dict
2.00%	`python`	`PyObject_GetAttr`	dynamic
1.94%	`python`	`_PyFunction_Vectorcall`	calls
1.68%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.60%	`python`	`dict_dealloc`	memory
1.40%	`python`	`tuple_dealloc`	memory
1.38%	`python`	`_PyStack_UnpackDict`	unknown
1.33%	`python`	`PyObject_GC_Del`	gc
1.32%	`python`	`object_new`	memory
1.25%	`python`	`PyType_GenericAlloc`	memory
1.19%	`python`	`slot_tp_init`	unknown
1.11%	`python`	`PyObject_RichCompareBool`	dynamic
1.01%	`python`	`insertdict`	dict
0.96%	`python`	`_PyObject_MakeTpCall`	dynamic
0.96%	`python`	`_PySuper_Lookup`	dynamic
0.95%	`fastbinary.cpython-314-x86_64-linux-gnu.so`	`apache::thrift::py::ProtocolBase<apache::thrift::py::BinaryProtocol>::decodeValue`	library
0.93%	`python`	`unicode_from_format`	str
0.91%	`python`	`PyMem_Free`	memory
0.91%	`python`	`type_new`	memory
0.88%	`python`	`PyLong_AsLong`	int
0.87%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.87%	`python`	`PyUnicode_DecodeUTF8`	str
0.79%	`python`	`PyErr_Format`	exceptions
0.77%	`fastbinary.cpython-314-x86_64-linux-gnu.so`	`apache::thrift::py::ProtocolBase<apache::thrift::py::BinaryProtocol>::readStruct`	library
0.76%	`python`	`_PyObject_GenericGetAttrWithDict`	dynamic
0.73%	`python`	`PyObject_GetOptionalAttr`	dynamic
0.73%	`fastbinary.cpython-314-x86_64-linux-gnu.so`	`apache::thrift::py::ProtocolBase<apache::thrift::py::BinaryProtocol>::readBytes`	library
0.68%	`python`	`dictresize`	dict
0.65%	`python`	`PyTuple_Size`	tuple
0.64%	`python`	`PyUnicode_RichCompare`	str
0.64%	`python`	`unicode_dealloc`	memory
0.62%	`python`	`dict_merge`	dict
0.60%	`python`	`list_dealloc`	memory
0.56%	`python`	`unicodekeys_lookup_unicode`	lookup
0.55%	`python`	`method_dealloc`	memory
0.53%	`fastbinary.cpython-314-x86_64-linux-gnu.so`	`apache::thrift::py::BinaryProtocol::readFieldBegin`	library
0.52%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.51%	`python`	`deduce_unreachable`	gc
0.51%	`python`	`unicode_encode_utf8`	str
0.49%	`python`	`vgetargs1_impl`	calls
0.47%	`python`	`intern_common.part.0`	str
0.44%	`python`	`object_dealloc`	memory
0.43%	`python`	`_PyCode_New`	interpreter
0.43%	`python`	`siphash13`	str
0.41%	`python`	`tuple_iter`	tuple
0.40%	`python`	`PyDict_New`	memory
0.39%	`python`	`BaseException_vectorcall`	exceptions
0.39%	`python`	`gc_collect_region.isra.0`	gc
0.38%	`python`	`_Py_dict_lookup`	lookup
0.38%	`python`	`visit_decref`	gc
0.36%	`python`	`PyObject_Call`	dynamic
0.36%	`python`	`func_descr_get`	unknown
0.36%	`fastbinary.cpython-314-x86_64-linux-gnu.so`	`apache::thrift::py::parse_struct_item_spec`	library
0.34%	`python`	`unicode_fromformat_write_utf8`	str
0.34%	`python`	`PyBytes_FromStringAndSize`	str
0.33%	`python`	`PyList_New`	memory
0.32%	`python`	`dict_get`	dict
0.31%	`python`	`r_object`	import
0.29%	`libc-2.31.so`	`__libc_malloc`	libc
0.28%	`python`	`visit_reachable`	gc
0.28%	`python`	`PyImport_ImportModuleLevelObject`	import
0.27%	`libc-2.31.so`	`__strchr_avx2`	libc
0.27%	`python`	`_Py_module_getattro`	unknown
0.26%	`python`	`PyObject_SetAttr`	dynamic
0.25%	`python`	`BaseException_dealloc`	memory
0.25%	`python`	`object_vacall`	dynamic

tomli_loads

percentage	object	symbol	category
53.19%	`python`	`_PyEval_EvalFrameDefault`	interpreter
5.34%	`python`	`set_contains_lock_held`	miscobj
4.87%	`python`	`long_dealloc`	memory
4.26%	`python`	`long_add`	int
2.32%	`python`	`PyDict_GetItemRef`	dict
2.19%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.14%	`python`	`PyDict_Contains`	dict
1.23%	`python`	`_PyIncrementalNewlineDecoder_decode.cold`	memory
1.10%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.97%	`python`	`tuple_dealloc`	memory
0.94%	`python`	`object_isinstance`	dynamic
0.82%	`python`	`PyObject_GetAttr`	dynamic
0.79%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.71%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.68%	`python`	`PyUnicode_New`	memory
0.65%	`python`	`unicode_subscript`	str
0.64%	`python`	`_PyIncrementalNewlineDecoder_decode`	memory
0.61%	`python`	`PyFunction_NewWithQualName`	memory
0.55%	`python`	`sre_ucs4_match`	library
0.47%	`python`	`siphash13`	str
0.44%	`python`	`ucs4lib_fastsearch`	unknown
0.41%	`python`	`cell_dealloc`	memory
0.41%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.39%	`python`	`ucs4lib_utf8_decode`	unknown
0.37%	`python`	`_PyUnicode_FromUCS4`	str
0.36%	`python`	`tupleiter_dealloc`	memory
0.35%	`python`	`tuple_iter`	tuple
0.34%	`python`	`ucs4lib_find_max_char`	unknown
0.32%	`python`	`_Py_MakeCoro`	unknown
0.32%	`python`	`insertdict`	dict
0.32%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.31%	`python`	`memcmp@plt`	unknown
0.31%	`python`	`unicode_dealloc`	memory
0.30%	`python`	`tuple_subscript`	tuple
0.30%	`python`	`_sre_SRE_Pattern_match`	library
0.30%	`python`	`_PyObject_GC_New`	gc
0.28%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.27%	`[kernel.kallsyms]`	`native_irq_return_iret`	kernel
0.27%	`python`	`func_dealloc`	memory
0.27%	`python`	`_Py_NewReference`	memory

tornado_http

percentage	object	symbol	category
32.82%	`python`	`_PyEval_EvalFrameDefault`	interpreter
2.50%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.25%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.33%	`python`	`tuple_dealloc`	memory
1.13%	`python`	`type_new`	memory
0.99%	`libc-2.31.so`	`__memset_avx2_erms`	libc
0.99%	`python`	`PyObject_GetAttr`	dynamic
0.87%	`python`	`PyDict_GetItemRef`	dict
0.86%	`[kernel.kallsyms]`	`copy_user_enhanced_fast_string`	kernel
0.85%	`python`	`deduce_unreachable`	gc
0.73%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.69%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.67%	`python`	`intern_common.part.0`	str
0.66%	`python`	`subtype_dealloc`	memory
0.64%	`python`	`visit_decref`	gc
0.60%	`python`	`gc_collect_region.isra.0`	gc
0.59%	`python`	`_PyFunction_Vectorcall`	calls
0.58%	`python`	`sre_ucs1_match`	library
0.57%	`python`	`_PyCode_New`	interpreter
0.54%	`python`	`_PyObject_MakeTpCall`	dynamic
0.52%	`python`	`PyObject_GC_Del`	gc
0.47%	`python`	`list_dealloc`	memory
0.46%	`python`	`visit_reachable`	gc
0.44%	`python`	`dict_dealloc`	memory
0.44%	`[kernel.kallsyms]`	`clear_page_erms`	kernel
0.43%	`python`	`unicode_dealloc`	memory
0.43%	`python`	`find_name_in_mro`	lookup
0.41%	`libc-2.31.so`	`_int_malloc`	libc
0.41%	`python`	`PyObject_Vectorcall`	dynamic
0.40%	`python`	`r_object`	import
0.38%	`python`	`PyObject_VectorcallMethod`	dynamic
0.37%	`python`	`_Py_type_getattro`	lookup
0.36%	`python`	`PyObject_SetAttr`	dynamic
0.35%	`python`	`siphash13`	str
0.33%	`python`	`method_dealloc`	memory
0.32%	`python`	`PyFunction_NewWithQualName`	memory
0.32%	`python`	`insertdict`	dict
0.31%	`python`	`_PyTuple_FromStackRefSteal`	tuple
0.31%	`python`	`_PyObject_GC_New`	gc
0.30%	`python`	`PyUnicode_FromKindAndData`	str
0.30%	`python`	`method_vectorcall`	calls
0.29%	`python`	`PyType_GenericAlloc`	memory
0.28%	`libc-2.31.so`	`__libc_malloc`	libc
0.28%	`python`	`slot_tp_init`	unknown
0.28%	`python`	`object_isinstance`	dynamic
0.28%	`python`	`_Py_dict_lookup`	lookup
0.28%	`libc-2.31.so`	`_int_free`	libc
0.27%	`python`	`_PyObject_GC_NewVar`	gc
0.27%	`python`	`PyType_GenericNew`	memory
0.26%	`python`	`object_new`	memory
0.26%	`python`	`meth_dealloc`	memory

typing_runtime_protocols

percentage	object	symbol	category
31.92%	`python`	`_PyEval_EvalFrameDefault`	interpreter
4.26%	`python`	`_PyObject_MakeTpCall`	dynamic
4.10%	`python`	`tuple_dealloc`	memory
2.95%	`python`	`get_or_create_weakref`	unknown
2.21%	`python`	`_Py_dict_lookup`	lookup
2.10%	`python`	`PyArg_UnpackTuple`	calls
1.94%	`python`	`tuple_iter`	tuple
1.88%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.54%	`python`	`tupleiter_dealloc`	memory
1.30%	`python`	`_Py_type_getattro`	lookup
1.25%	`python`	`PyDict_Contains`	dict
1.24%	`python`	`list_dealloc`	memory
1.18%	`python`	`_PyObject_Malloc`	memory
1.15%	`python`	`PyObject_GetAttr`	dynamic
1.00%	`python`	`wrap_descr_get`	unknown
0.97%	`python`	`PyTraceBack_Here`	exceptions
0.96%	`python`	`PySequence_Tuple`	dynamic
0.96%	`python`	`type_new`	memory
0.92%	`python`	`bounded_lru_cache_wrapper`	unknown
0.83%	`python`	`PyObject_Vectorcall`	dynamic
0.81%	`python`	`PySet_Contains`	miscobj
0.79%	`python`	`type_dict`	dynamic
0.79%	`python`	`tuple_hash`	tuple
0.77%	`python`	`frame_dealloc`	memory
0.77%	`python`	`_PyFrame_MakeAndSetFrameObject`	unknown
0.75%	`python`	`PyList_New`	memory
0.71%	`python`	`type_call`	dynamic
0.68%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.67%	`python`	`_PyDict_GetItem_KnownHash`	dict
0.63%	`python`	`mappingproxy_dealloc`	memory
0.63%	`python`	`weakref___new__`	memory
0.60%	`python`	`deduce_unreachable`	gc
0.56%	`python`	`_Py_type_getattro_impl`	dynamic
0.54%	`python`	`list_resize`	list
0.54%	`python`	`intern_common.part.0`	str
0.53%	`python`	`tuple_contains`	tuple
0.52%	`python`	`weakref___init__`	unknown
0.51%	`python`	`weakref_richcompare`	unknown
0.49%	`python`	`PyObject_GetIter`	dynamic
0.48%	`python`	`_PyObject_Call`	dynamic
0.45%	`python`	`_PyCode_New`	interpreter
0.45%	`python`	`visit_decref`	gc
0.44%	`python`	`tuple_richcompare`	tuple
0.44%	`python`	`gc_collect_region.isra.0`	gc
0.43%	`python`	`PyObject_GenericGetAttr`	dynamic
0.43%	`python`	`PyObject_IsInstance`	dynamic
0.42%	`python`	`method_dealloc`	memory
0.39%	`python`	`BaseException_new`	memory
0.39%	`python`	`tb_dealloc`	memory
0.39%	`python`	`lru_cache_make_key`	unknown
0.37%	`python`	`r_object`	import
0.36%	`python`	`getset_get`	dynamic
0.36%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.35%	`python`	`setiter_dealloc`	memory
0.34%	`python`	`func_descr_get`	unknown
0.34%	`python`	`set_iter`	miscobj
0.32%	`python`	`Py_XDECREF.lto_priv.1`	unknown
0.31%	`python`	`dict_get`	dict
0.31%	`python`	`wrapperdescr_call`	unknown
0.30%	`python`	`PyObject_RichCompare`	dynamic
0.30%	`python`	`visit_reachable`	gc
0.30%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.30%	`python`	`PyUnicode_FromKindAndData`	str
0.29%	`python`	`setiter_iternext`	miscobj
0.27%	`python`	`method_vectorcall`	calls
0.26%	`python`	`dict_dealloc`	memory
0.26%	`python`	`_abc__abc_instancecheck`	unknown

unpickle_pure_python

percentage	object	symbol	category
56.11%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.91%	`python`	`_PyEval_FrameClearAndPop`	interpreter
2.80%	`python`	`PyDict_GetItemRef`	dict
2.66%	`python`	`_io_BytesIO_read`	unknown
1.89%	`python`	`PyObject_IsTrue`	dynamic
1.47%	`python`	`insertdict`	dict
1.42%	`python`	`unicode_decode_utf8`	str
1.27%	`python`	`bytes_subscript`	str
1.15%	`python`	`_PyEvalFramePushAndInit`	interpreter
1.03%	`python`	`PyObject_GetItem`	dynamic
0.98%	`python`	`type_new`	memory
0.95%	`python`	`object_dealloc`	memory
0.94%	`python`	`unicode_vectorcall`	str
0.84%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.73%	`python`	`siphash13`	str
0.66%	`python`	`PyObject_IsInstance`	dynamic
0.64%	`python`	`unicode_dealloc`	memory
0.56%	`python`	`intern_common.part.0`	str
0.56%	`python`	`_PyCode_New`	interpreter
0.55%	`python`	`deduce_unreachable`	gc
0.54%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
0.44%	`python`	`dictresize`	dict
0.44%	`python`	`list_subscript`	list
0.42%	`python`	`PyMem_Realloc`	memory
0.42%	`python`	`gc_collect_region.isra.0`	gc
0.41%	`python`	`visit_decref`	gc
0.41%	`python`	`PyObject_Hash`	dynamic
0.41%	`python`	`list_append`	list
0.38%	`python`	`dict_dealloc`	memory
0.37%	`python`	`long_hash`	int
0.37%	`python`	`r_object`	import
0.36%	`python`	`PyObject_GetAttr`	dynamic
0.34%	`python`	`tuple_dealloc`	memory
0.31%	`python`	`visit_reachable`	gc
0.30%	`python`	`list_dealloc`	memory
0.28%	`python`	`PyUnicode_FromKindAndData`	str
0.28%	`libc-2.31.so`	`__strlen_avx2`	libc

xml_etree

percentage	object	symbol	category
22.57%	`python`	`_PyEval_EvalFrameDefault`	interpreter
3.54%	`python`	`PyObject_GetAttr`	dynamic
2.98%	`pyexpat.cpython-314-x86_64-linux-gnu.so`	`doContent`	library
2.32%	`pyexpat.cpython-314-x86_64-linux-gnu.so`	`PyExpat_XML_Parse`	library
1.97%	`python`	`deduce_unreachable`	gc
1.94%	`python`	`_io_TextIOWrapper_write`	unknown
1.94%	`pyexpat.cpython-314-x86_64-linux-gnu.so`	`normal_contentTok`	library
1.61%	`pyexpat.cpython-314-x86_64-linux-gnu.so`	`hash`	library
1.59%	`python`	`visit_decref`	gc
1.56%	`python`	`unicode_dealloc`	memory
1.54%	`python`	`_PyEval_FrameClearAndPop`	interpreter
1.52%	`pyexpat.cpython-314-x86_64-linux-gnu.so`	`storeAtts`	library
1.40%	`python`	`_PyObject_GC_New`	gc
1.40%	`python`	`visit_reachable`	gc
1.35%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`makeuniversal.isra.0`	library
1.29%	`python`	`PyUnicode_Concat`	str
1.21%	`python`	`PyObject_VectorcallMethod`	dynamic
1.19%	`python`	`PyObject_GC_Del`	gc
1.16%	`libc-2.31.so`	`__memcpy_avx_unaligned_erms`	libc
1.15%	`python`	`PyUnicode_DecodeUTF8`	str
1.08%	`python`	`tuple_dealloc`	memory
1.07%	`python`	`gc_collect_region.isra.0`	gc
1.04%	`python`	`object_isinstance`	dynamic
1.02%	`python`	`PyUnicode_Format`	str
0.94%	`python`	`_PyFunction_Vectorcall`	calls
0.92%	`python`	`long_to_decimal_string_internal`	int
0.90%	`python`	`PyBytes_FromStringAndSize`	str
0.89%	`python`	`list_dealloc`	memory
0.88%	`python`	`type_new`	memory
0.81%	`python`	`PyDict_GetItemWithError`	dict
0.79%	`python`	`PyUnicode_Contains`	str
0.75%	`python`	`getset_get`	dynamic
0.75%	`python`	`object_dealloc`	memory
0.75%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`treebuilder_handle_start`	library
0.74%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`elementiter_next`	library
0.73%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`element_dealloc`	library
0.73%	`python`	`siphash13`	str
0.70%	`python`	`vgetargs1_impl`	calls
0.62%	`python`	`BaseException_vectorcall`	exceptions
0.59%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`treebuilder_handle_end.isra.0`	library
0.58%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`element_gc_traverse`	library
0.57%	`python`	`_PyEvalFramePushAndInit`	interpreter
0.56%	`python`	`visit_add_to_container`	gc
0.50%	`python`	`list_vectorcall`	list
0.49%	`python`	`PyDict_GetItemRef`	dict
0.47%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`expat_data_handler`	library
0.45%	`python`	`unicode_decode_utf8`	str
0.43%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`Py_XDECREF`	library
0.43%	`python`	`intern_common.part.0`	str
0.43%	`python`	`_PyCode_New`	interpreter
0.40%	`python`	`stringlib__two_way.lto_priv.1`	str
0.40%	`python`	`_PyObject_GC_NewVar`	gc
0.39%	`python`	`_PyObject_MakeTpCall`	dynamic
0.36%	`python`	`tuple_traverse`	gc
0.35%	`python`	`_PyErr_SetObject`	exceptions
0.35%	`python`	`PyDict_Contains`	dict
0.35%	`python`	`unicodekeys_lookup_unicode`	lookup
0.34%	`python`	`PyObject_SetAttr`	dynamic
0.33%	`libc-2.31.so`	`__memcmp_avx2_movbe`	libc
0.32%	`python`	`list_iter`	list
0.32%	`_elementtree.cpython-314-x86_64-linux-gnu.so`	`element_getitem`	library
0.31%	`python`	`dict_dealloc`	memory
0.30%	`libc-2.31.so`	`__memset_avx2_unaligned_erms`	libc
0.29%	`python`	`PyList_Append`	list
0.29%	`python`	`_PyUnicodeWriter_PrepareInternal`	str
0.29%	`python`	`r_object`	import
0.28%	`python`	`PyMem_Realloc`	memory
0.27%	`python`	`BaseException_dealloc`	memory
0.27%	`python`	`vectorcall_method`	calls
0.26%	`python`	`PyTuple_Pack`	tuple
0.26%	`python`	`dict_traverse`	gc
0.25%	`python`	`iter_iternext`	unknown

Categories

interpreter

34.44% total

percentage	object	symbol
30.66%	python	_PyEval_EvalFrameDefault
2.03%	python	_PyEval_FrameClearAndPop
0.58%	python	_PyEvalFramePushAndInit
0.52%	python	_PyCode_New
0.10%	python	_PyEval_LoadGlobalStackRef
0.10%	python	_PyEval_EvalFrameDefault.cold
0.09%	python	_PyFrame_ClearExceptCode
0.05%	python	call_instrumentation_vector
0.05%	python	_PyPegen_fill_token
0.03%	python	_PyEval_LoadName
0.03%	python	PyEval_SaveThread
0.03%	python	_PyPegen_update_memo
0.02%	python	_PyEval_GetAwaitable
0.02%	python	_PyPegen_name_token
0.02%	python	_PyEval_SliceIndex
0.02%	python	_PyCode_Validate
0.01%	python	PyEval_RestoreThread
0.01%	python	_PyCode_GetCode
0.01%	python	PyEval_GetFrame
0.01%	python	_PyPegen_Parser_Free
0.01%	python	_PyEval_ImportName
0.01%	python	_PyEval_GetFrame
0.00%	python	_PyPegen_expect_token
0.00%	python	PyEval_EvalCode
0.00%	python	_PyEval_CheckExceptTypeValid

gc

11.96% total

percentage	object	symbol
2.10%	python	visit_decref
2.01%	python	deduce_unreachable
1.83%	python	visit_reachable
1.68%	python	gc_collect_region.isra.0
1.16%	python	visit_add_to_container
0.59%	python	dict_traverse
0.47%	python	PyObject_GC_Del
0.36%	python	subtype_traverse
0.27%	python	_PyObject_GC_New
0.27%	python	list_traverse
0.26%	python	_PyObject_GC_NewVar
0.23%	python	_PyGC_Collect
0.13%	python	tuple_traverse
0.13%	python	func_traverse
0.11%	python	gen_traverse
0.09%	python	set_traverse
0.06%	python	type_traverse
0.05%	python	PyObject_GC_UnTrack
0.03%	python	meth_traverse
0.03%	python	PyObject_GC_Track
0.02%	python	context_tp_traverse
0.01%	python	descr_traverse
0.01%	python	gc_traverse
0.01%	python	PyObject_IS_GC
0.01%	python	module_traverse
0.01%	python	method_traverse
0.01%	python	cell_traverse
0.00%	python	_PyObject_GC_Resize
0.00%	python	property_traverse

memory

10.44% total

percentage	object	symbol
1.07%	python	type_new
0.93%	python	tuple_dealloc
0.82%	python	list_dealloc
0.78%	python	long_dealloc
0.55%	python	unicode_dealloc
0.43%	python	dict_dealloc
0.39%	python	gen_dealloc
0.32%	python	subtype_dealloc
0.30%	python	PyMem_Free
0.24%	python	PyFunction_NewWithQualName
0.22%	python	meth_dealloc
0.22%	python	PyType_GenericAlloc
0.22%	python	PyMem_Malloc
0.22%	python	_PyLong_New
0.21%	python	PyUnicode_New
0.21%	python	_PyObject_Malloc
0.20%	python	PyList_New
0.19%	python	object_new
0.17%	python	func_dealloc
0.15%	python	object_dealloc
0.15%	python	set_dealloc
0.13%	python	code_dealloc
0.13%	python	method_dealloc
0.10%	python	float_dealloc
0.10%	python	slice_dealloc
0.09%	python	listiter_dealloc
0.08%	python	frame_dealloc
0.08%	python	PyTuple_New
0.08%	python	tupleiter_dealloc
0.07%	python	_Py_Dealloc
0.07%	python	memset@plt
0.07%	python	PyType_GenericNew
0.07%	python	PyMem_Realloc
0.07%	python	BaseException_new
0.06%	python	StopIteration_dealloc
0.06%	python	allocate_from_new_pool
0.05%	python	context_tp_dealloc
0.05%	python	_PyObject_Calloc
0.05%	python	memcpy@plt
0.05%	python	PyDict_New
0.04%	python	dictiter_dealloc
0.04%	python	cell_dealloc
0.04%	python	zip_new
0.04%	python	_PyObject_Free
0.04%	python	tp_new_wrapper
0.04%	python	dictview_dealloc
0.04%	python	range_dealloc
0.03%	python	list_new_prealloc
0.03%	python	PySlice_New
0.03%	python	BaseException_dealloc
0.03%	python	tb_dealloc
0.03%	python	_PyObject_New
0.03%	python	make_new_set
0.03%	python	async_gen_asend_new
0.03%	python	_Py_NewReference
0.02%	python	_PyFloat_ExactDealloc
0.02%	python	slot_tp_new
0.02%	python	async_gen_asend_dealloc
0.02%	python	match_dealloc
0.02%	python	_PyAsyncGenValueWrapperNew
0.02%	python	setiter_dealloc
0.02%	python	async_gen_wrapped_val_dealloc
0.02%	python	weakref_dealloc
0.02%	python	PyObject_CallFinalizerFromDealloc
0.02%	python	zip_dealloc
0.02%	python	structseq_dealloc
0.02%	python	_PyIncrementalNewlineDecoder_decode.cold
0.01%	python	weakref___new__
0.01%	python	mappingproxy_dealloc
0.01%	python	PySet_New
0.01%	python	descr_dealloc
0.01%	python	_PyTokenizer_translate_newlines.constprop.0
0.01%	python	_PyIncrementalNewlineDecoder_decode
0.01%	python	_PyObject_Realloc
0.01%	python	PyCMethod_New
0.01%	python	pattern_new_match.isra.0
0.01%	python	_PyMem_RawMalloc
0.01%	python	context_new_from_vars
0.01%	python	type_dealloc
0.01%	python	unicode_new
0.00%	python	PyMem_Calloc
0.00%	python	_context_alloc
0.00%	python	iter_dealloc
0.00%	python	bytearray_dealloc
0.00%	python	tuple_alloc
0.00%	python	reversed_new_impl

library

8.08% total

percentage	object	symbol
2.02%	python	sre_ucs1_match
0.85%	python	sre_ucs2_charset.isra.0
0.84%	libz.so.1.2.11	crc32_combine64
0.44%	_json.cpython-314-x86_64-linux-gnu.so	_parse_object_unicode
0.33%	libz.so.1.2.11	inflateBackEnd
0.23%	python	sre_search
0.22%	libpthread-2.31.so	__pthread_mutex_lock
0.21%	libpthread-2.31.so	pthread_mutex_unlock
0.15%	python	sre_ucs1_count
0.12%	python	_sre_SRE_Pattern_match
0.12%	_json.cpython-314-x86_64-linux-gnu.so	encoder_listencode_dict
0.10%	tracer.cpython-314-x86_64-linux-gnu.so	CTracer_trace
0.07%	libsqlite3.so.0.8.6	sqlite3_reset
0.07%	libm-2.31.so	__ieee754_pow_fma
0.07%	_asyncio.cpython-314-x86_64-linux-gnu.so	TaskObj_traverse
0.06%	libm-2.31.so	__cos_fma
0.05%	libz.so.1.2.11	inflateCodesUsed
0.05%	ld-2.31.so	do_lookup_x
0.05%	array.cpython-314-x86_64-linux-gnu.so	array_subscr
0.04%	libm-2.31.so	__fmod_finite@GLIBC_2.15
0.04%	python	pattern_subx
0.04%	_json.cpython-314-x86_64-linux-gnu.so	py_encode_basestring_ascii
0.04%	pyexpat.cpython-314-x86_64-linux-gnu.so	doContent
0.04%	_json.cpython-314-x86_64-linux-gnu.so	_match_number_unicode.isra.0
0.03%	fastbinary.cpython-314-x86_64-linux-gnu.so	apache::thrift::py::ProtocolBaseapache::thrift::py::BinaryProtocol::encodeValue
0.03%	libm-2.31.so	__sin_fma
0.03%	ld-2.31.so	_dl_relocate_object
0.03%	ld-2.31.so	strcmp
0.03%	_decimal.cpython-314-x86_64-linux-gnu.so	_mpd_qaddsub
0.03%	_decimal.cpython-314-x86_64-linux-gnu.so	nm_mpd_qadd
0.03%	pyexpat.cpython-314-x86_64-linux-gnu.so	PyExpat_XML_Parse
0.03%	_decimal.cpython-314-x86_64-linux-gnu.so	nm_mpd_qmul
0.02%	pyexpat.cpython-314-x86_64-linux-gnu.so	normal_contentTok
0.02%	libpthread-2.31.so	pthread_cond_signal@@GLIBC_2.3.2
0.02%	libsqlite3.so.0.8.6	sqlite3_randomness
0.02%	_decimal.cpython-314-x86_64-linux-gnu.so	_mpd_baseshiftr
0.02%	libz.so.1.2.11	inflate
0.02%	_asyncio.cpython-314-x86_64-linux-gnu.so	task_step_impl
0.02%	_pickle.cpython-314-x86_64-linux-gnu.so	save
0.02%	pyexpat.cpython-314-x86_64-linux-gnu.so	hash
0.02%	_heapq.cpython-314-x86_64-linux-gnu.so	_heapq_heappop
0.02%	pyexpat.cpython-314-x86_64-linux-gnu.so	storeAtts
0.02%	ld-2.31.so	_dl_lookup_symbol_x
0.02%	_decimal.cpython-314-x86_64-linux-gnu.so	mpd_qshiftr
0.02%	math.cpython-314-x86_64-linux-gnu.so	factorial_partial_product
0.02%	array.cpython-314-x86_64-linux-gnu.so	array_ass_subscr
0.02%	_decimal.cpython-314-x86_64-linux-gnu.so	dec_mpd_qquantize
0.02%	_decimal.cpython-314-x86_64-linux-gnu.so	_mpd_qmul
0.02%	_decimal.cpython-314-x86_64-linux-gnu.so	convert_op
0.02%	_decimal.cpython-314-x86_64-linux-gnu.so	mpd_qfinalize
0.02%	_elementtree.cpython-314-x86_64-linux-gnu.so	makeuniversal.isra.0
0.02%	_decimal.cpython-314-x86_64-linux-gnu.so	find_state_left_or_right
0.02%	ld-2.31.so	check_match
0.02%	_asyncio.cpython-314-x86_64-linux-gnu.so	FutureObj_traverse
0.02%	_bisect.cpython-314-x86_64-linux-gnu.so	_bisect_bisect_right
0.02%	libsqlite3.so.0.8.6	sqlite3_value_double
0.02%	_asyncio.cpython-314-x86_64-linux-gnu.so	TaskObj_clear
0.01%	python	sre_ucs1_match.cold
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	asyncio_Task___init_
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	TaskStepMethWrapper_traverse
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	task_step
0.01%	_sqlite3.cpython-314-x86_64-linux-gnu.so	_pysqlite_query_execute
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	_asyncio_Future_add_done_callback
0.01%	math.cpython-314-x86_64-linux-gnu.so	math_factorial
0.01%	_json.cpython-314-x86_64-linux-gnu.so	_parse_array_unicode
0.01%	fastbinary.cpython-314-x86_64-linux-gnu.so	apache::thrift::py::ProtocolBaseapache::thrift::py::BinaryProtocol::decodeValue
0.01%	libsqlite3.so.0.8.6	sqlite3_preupdate_old
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	future_init
0.01%	libsqlite3.so.0.8.6	sqlite3_extended_errcode
0.01%	array.cpython-314-x86_64-linux-gnu.so	d_setitem
0.01%	libsqlite3.so.0.8.6	sqlite3_value_int64
0.01%	libsqlite3.so.0.8.6	sqlite3_wal_checkpoint
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	dec_dealloc
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	enter_task.isra.0
0.01%	libsqlite3.so.0.8.6	sqlite3_step
0.01%	_elementtree.cpython-314-x86_64-linux-gnu.so	element_dealloc
0.01%	fastbinary.cpython-314-x86_64-linux-gnu.so	apache::thrift::py::ProtocolBaseapache::thrift::py::BinaryProtocol::readStruct
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	mpd_qquantize
0.01%	_elementtree.cpython-314-x86_64-linux-gnu.so	treebuilder_handle_start
0.01%	_elementtree.cpython-314-x86_64-linux-gnu.so	elementiter_next
0.01%	math.cpython-314-x86_64-linux-gnu.so	math_sqrt
0.01%	fastbinary.cpython-314-x86_64-linux-gnu.so	apache::thrift::py::ProtocolBaseapache::thrift::py::BinaryProtocol::readBytes
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	PyDecType_FromLongExact
0.01%	_elementtree.cpython-314-x86_64-linux-gnu.so	element_gc_traverse
0.01%	libsqlite3.so.0.8.6	sqlite3_vtab_config
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	task_wakeup
0.01%	_struct.cpython-314-x86_64-linux-gnu.so	unpack
0.01%	libz.so.1.2.11	adler32_combine64
0.01%	libsqlite3.so.0.8.6	sqlite3_enable_shared_cache
0.01%	math.cpython-314-x86_64-linux-gnu.so	math_cos
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	dec_addstatus
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	PyDecType_New.isra.0
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	TaskObj_finalize
0.01%	_elementtree.cpython-314-x86_64-linux-gnu.so	treebuilder_handle_end.isra.0
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	call_soon.isra.0
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	word_to_string
0.01%	tracer.cpython-314-x86_64-linux-gnu.so	CTracer_set_pdata_stack
0.01%	python	sre_ucs4_match
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	FutureObj_clear
0.01%	libm-2.31.so	powf64
0.01%	fastbinary.cpython-314-x86_64-linux-gnu.so	apache::thrift::py::BinaryProtocol::readFieldBegin
0.01%	_struct.cpython-314-x86_64-linux-gnu.so	s_pack
0.01%	python	_sre_compile
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	dec_str
0.01%	_sqlite3.cpython-314-x86_64-linux-gnu.so	pysqlite_cursor_init
0.01%	_elementtree.cpython-314-x86_64-linux-gnu.so	expat_data_handler
0.01%	array.cpython-314-x86_64-linux-gnu.so	d_getitem
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	current_context
0.01%	libsqlite3.so.0.8.6	sqlite3_mutex_try
0.01%	_random.cpython-314-x86_64-linux-gnu.so	_random_Random_random
0.01%	libsqlite3.so.0.8.6	sqlite3_str_value
0.01%	_elementtree.cpython-314-x86_64-linux-gnu.so	Py_XDECREF
0.01%	_random.cpython-314-x86_64-linux-gnu.so	_random_Random_getrandbits
0.01%	_decimal.cpython-314-x86_64-linux-gnu.so	ctx_mpd_qquantize
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	FutureIter_traverse
0.01%	_pickle.cpython-314-x86_64-linux-gnu.so	memo_put.isra.0
0.01%	_asyncio.cpython-314-x86_64-linux-gnu.so	task_call_step_soon
0.01%	_sqlite3.cpython-314-x86_64-linux-gnu.so	pysqlite_cursor_iternext
0.01%	ld-2.31.so	_dl_map_object_from_fd
0.01%	libsqlite3.so.0.8.6	sqlite3_exec
0.01%	libsqlite3.so.0.8.6	sqlite3_free
0.00%	libsqlite3.so.0.8.6	sqlite3_value_pointer
0.00%	_asyncio.cpython-314-x86_64-linux-gnu.so	future_schedule_callbacks
0.00%	libpthread-2.31.so	pthread_create@@GLIBC_2.2.5
0.00%	python	_sre_SRE_Pattern_search
0.00%	_elementtree.cpython-314-x86_64-linux-gnu.so	element_getitem
0.00%	fastbinary.cpython-314-x86_64-linux-gnu.so	apache::thrift::py::parse_struct_item_spec
0.00%	_json.cpython-314-x86_64-linux-gnu.so	0x0000000000002794
0.00%	libsqlite3.so.0.8.6	sqlite3_close_v2
0.00%	_sqlite3.cpython-314-x86_64-linux-gnu.so	bind_param.isra.0
0.00%	libpthread-2.31.so	sem_post@@GLIBC_2.2.5
0.00%	_decimal.cpython-314-x86_64-linux-gnu.so	mpd_qadd
0.00%	_struct.cpython-314-x86_64-linux-gnu.so	pack
0.00%	_sqlite3.cpython-314-x86_64-linux-gnu.so	pysqlite_connection_execute
0.00%	libsqlite3.so.0.8.6	sqlite3_realloc64
0.00%	_asyncio.cpython-314-x86_64-linux-gnu.so	future_add_done_callback
0.00%	_json.cpython-314-x86_64-linux-gnu.so	scanner_call
0.00%	python	_sre_SRE_Pattern_sub
0.00%	_asyncio.cpython-314-x86_64-linux-gnu.so	future_get_result
0.00%	libsqlite3.so.0.8.6	sqlite3_db_config
0.00%	_decimal.cpython-314-x86_64-linux-gnu.so	_mpd_to_string
0.00%	python	sre_ucs2_match
0.00%	_asyncio.cpython-314-x86_64-linux-gnu.so	_asyncio_Future_cancelled
0.00%	python	_sre_SRE_Match_end
0.00%	array.cpython-314-x86_64-linux-gnu.so	0x00000000000047e4
0.00%	libpthread-2.31.so	pthread_getspecific
0.00%	ld-2.31.so	_dl_check_map_versions
0.00%	libsqlite3.so.0.8.6	sqlite3_sourceid
0.00%	_json.cpython-314-x86_64-linux-gnu.so	0x0000000000002534
0.00%	_sqlite3.cpython-314-x86_64-linux-gnu.so	func_callback
0.00%	_asyncio.cpython-314-x86_64-linux-gnu.so	_asyncio_Future_exception
0.00%	math.cpython-314-x86_64-linux-gnu.so	math_sin
0.00%	libz.so.1.2.11	adler32_z
0.00%	_sqlite3.cpython-314-x86_64-linux-gnu.so	step_callback
0.00%	array.cpython-314-x86_64-linux-gnu.so	0x00000000000049c4
0.00%	_decimal.cpython-314-x86_64-linux-gnu.so	_mpd_rnd_incr.isra.0

dynamic

5.61% total

percentage	object	symbol
0.86%	python	PyObject_GetAttr
0.37%	python	object_isinstance
0.36%	python	_PyObject_MakeTpCall
0.25%	python	PyObject_SetAttr
0.24%	python	_PyObject_GetMethod
0.18%	python	method_get
0.16%	python	PyObject_Free
0.15%	python	PyObject_VectorcallMethod
0.14%	python	PyNumber_AsSsize_t
0.14%	python	type_ready
0.13%	python	PyObject_GetItem
0.13%	python	PyObject_Vectorcall
0.12%	python	PyObject_IsTrue
0.11%	python	PyObject_GetOptionalAttr
0.11%	python	PyObject_RichCompare
0.11%	python	PyObject_RichCompareBool
0.11%	python	_PySuper_Lookup
0.11%	python	PyObject_GetIter
0.10%	python	_PyObject_GenericGetAttrWithDict
0.10%	python	PyObject_IsInstance
0.09%	python	getset_get
0.08%	python	PyObject_Hash
0.08%	python	type_call
0.07%	python	slot_tp_richcompare
0.06%	python	_Py_type_getattro_impl
0.06%	python	PyObject_CallOneArg
0.06%	python	_PyObject_ClearFreeLists
0.05%	python	_PyObject_Call
0.05%	python	_PyObject_VectorcallTstate.lto_priv.1
0.05%	python	PyObject_Str
0.05%	python	PyType_GetModuleByDef
0.04%	python	PyNumber_TrueDivide
0.04%	python	PyNumber_Multiply
0.04%	python	PySequence_Tuple
0.04%	python	PyObject_SetItem
0.04%	python	StopIteration_init
0.03%	python	PyNumber_Add
0.03%	python	_PyObject_LookupSpecial
0.03%	python	PyNumber_And
0.03%	python	PyObject_VisitManagedDict
0.03%	python	_PyObject_LookupSpecialMethod
0.03%	python	PyNumber_Subtract
0.02%	python	PyType_IsSubtype
0.02%	python	object_richcompare
0.02%	python	PyIter_Send
0.02%	python	PyNumber_Remainder
0.02%	python	PyObject_LengthHint
0.02%	python	PyNumber_FloorDivide
0.02%	python	PyObject_SelfIter
0.02%	python	type_dict
0.02%	python	PyObject_GenericGetAttr
0.01%	python	PyObject_ClearManagedDict
0.01%	python	PySequence_Fast
0.01%	python	PyObject_ClearWeakRefs
0.01%	python	object_get_class
0.01%	python	PyNumber_Rshift
0.01%	python	PyNumber_Negative
0.01%	python	delitem_common
0.01%	python	_PyNumber_Index
0.01%	python	PyMapping_GetOptionalItem
0.01%	python	PyObject_GenericHash
0.01%	python	object_recursive_isinstance.part.0
0.01%	python	PyObject_CallFunction
0.01%	python	PyNumber_InPlaceAdd
0.01%	python	PyNumber_Index
0.01%	python	_PyObject_GenericSetAttrWithDict
0.01%	python	type_dealloc_common
0.01%	python	object_vacall
0.01%	python	object_init
0.01%	python	PyObject_GetBuffer
0.01%	python	_PyNumber_PowerNoMod
0.01%	python	PyNumber_Lshift
0.01%	python	PyObject_SetAttrString
0.01%	python	PyObject_DelItem
0.00%	python	type___instancecheck__
0.00%	python	PyIter_Next
0.00%	python	PyObject_Call
0.00%	python	type_clear
0.00%	python	PyNumber_Or
0.00%	python	PyObject_GenericGetDict
0.00%	python	type_get_mro
0.00%	python	PyObject_CallMethodObjArgs
0.00%	python	object_issubclass
0.00%	python	PyObject_VectorcallDict
0.00%	python	PyNumber_InPlaceOr

unknown

4.18% total

percentage	object	symbol
0.20%	python	slot_tp_init
0.18%	python	_Py_MakeCoro
0.10%	python	clear_slots
0.09%	python	func_descr_get
0.08%	python	_PyFrame_MakeAndSetFrameObject
0.07%	python	_PyBuildSlice_Consume2
0.06%	python	builtin_min
0.06%	python	_PyStack_UnpackDict
0.05%	python	get_or_create_weakref
0.05%	python	_io_BytesIO_read
0.04%	python	dictkeys_decref.part.0
0.04%	python	gen_send_ex2
0.04%	python	_PyCfg_OptimizeCodeUnit.constprop.0
0.04%	python	path_converter
0.04%	python	builtin_sum
0.04%	python	slot_tp_hash
0.04%	python	_Py_module_getattro
0.04%	python	gen_send_ex
0.04%	python	vectorcall_maybe.constprop.0
0.04%	python	slot_mp_subscript
0.04%	python	wrapperdescr_call
0.03%	python	ScandirIterator_iternext
0.03%	python	Py_XDECREF.lto_priv.1
0.03%	python	slot_mp_ass_subscript
0.03%	python	cm_descr_get
0.03%	python	member_get
0.03%	python	PySys_Audit
0.03%	python	_PyAssemble_MakeCodeObject
0.03%	python	convert_to_double
0.03%	python	dictitems_iter
0.03%	python	zip_next
0.03%	python	term_raw
0.03%	python	finalize_interp_clear
0.03%	python	code_hash
0.03%	python	call_one_instrument
0.03%	python	hashtable_unicode_hash
0.03%	python	_io_TextIOWrapper_write
0.02%	python	state_init
0.02%	python	unsafe_tuple_compare
0.02%	python	bitwise_xor_rule
0.02%	python	hashtable_unicode_compare
0.02%	python	convertitem
0.02%	python	bounded_lru_cache_wrapper
0.02%	python	binary_op
0.02%	python	binary_op1
0.02%	python	_Py_VaBuildStack.constprop.0
0.02%	python	atom_rule
0.02%	python	_add_methods_to_object
0.02%	python	_PyCfg_OptimizedCfgToInstructionSequence
0.02%	python	_PyCoro_GetAwaitableIter
0.02%	python	Py_XDECREF.lto_priv.7
0.02%	python	_Py_slot_tp_getattr_hook
0.02%	python	lookup_maybe_method
0.02%	python	make_range_object
0.02%	python	memcmp@plt
0.02%	python	_PyModule_ClearDict
0.02%	[vdso]	__vdso_clock_gettime
0.02%	python	call_trace_func.isra.0
0.02%	python	pthread_self@plt
0.02%	python	sum_rule
0.02%	python	builtin_max
0.02%	python	PyContextVar_Get
0.02%	python	builtin_sorted
0.02%	python	builtin_id
0.02%	python	shift_expr_rule
0.02%	python	build_indices_generic
0.02%	python	symtable_add_def_ctx
0.01%	python	_PyDictKeys_StringLookup
0.01%	python	context_run
0.01%	python	primary_raw
0.01%	python	as_ucs4
0.01%	python	expression_rule
0.01%	python	classmethod_get
0.01%	python	PyIndex_Check
0.01%	python	ins1
0.01%	python	write_bytes
0.01%	python	wrap_descr_get
0.01%	python	mro_implementation_unlocked
0.01%	python	slot_sq_contains
0.01%	python	slot_sq_item
0.01%	python	maybe_small_long
0.01%	python	builtin_issubclass
0.01%	python	get_type_attr_as_size
0.01%	python	inversion_rule
0.01%	python	_io_open
0.01%	python	_PyCompile_ConstCacheMergeOne
0.01%	python	int_bit_length
0.01%	python	PyType_FromMetaclass
0.01%	python	builtin_hasattr
0.01%	python	_PyLexer_update_fstring_expr
0.01%	python	fill_time
0.01%	python	gc_list_move
0.01%	python	_PyContext_Exit
0.01%	python	astfold_expr
0.01%	python	notify_context_watchers.isra.0.constprop.0
0.01%	python	builtin_hash
0.01%	python	analyze_block
0.01%	python	codegen_nameop
0.01%	python	unsafe_long_compare
0.01%	python	map_next
0.01%	python	_PyCfg_FromInstructionSequence
0.01%	python	codegen_addop_load_const
0.01%	python	lru_cache_make_key
0.01%	python	builtin_any
0.01%	python	PyModule_AddObjectRef
0.01%	python	os_listdir
0.01%	python	make_dict_from_instance_attributes
0.01%	python	_PyBytes_Resize
0.01%	python	wrap_objobjargproc
0.01%	python	weakref___init__
0.01%	python	symtable_visit_expr
0.01%	python	weakref_richcompare
0.01%	python	find_keyword
0.01%	python	gen_close
0.01%	python	codegen_visit_expr
0.01%	python	Py_UNICODE_ISALNUM.lto_priv.1
0.01%	python	_copy_characters
0.01%	python	ucs4lib_find_max_char
0.01%	python	bitwise_or_rule
0.01%	python	_PyType_AllocNoTrack
0.01%	python	sm_descr_get
0.01%	python	binary_iop1
0.01%	python	do_string_format
0.01%	python	frozenset_vectorcall
0.01%	python	copy_values
0.01%	python	getset_set
0.01%	python	do_mktuple
0.01%	python	pthread_mutex_unlock@plt
0.01%	python	delitemif_lock_held
0.01%	python	unsafe_latin_compare
0.01%	python	0x0000000000080740
0.01%	python	slot_tp_iter
0.01%	python	PyType_GetBaseByToken
0.01%	python	iter_iternext
0.01%	python	new_dict
0.01%	python	islice_next
0.01%	python	add_subclass
0.01%	python	named_expression_rule
0.01%	python	simple_stmt_rule
0.01%	python	write_str
0.01%	python	_Py_SourceAsString
0.01%	python	_PyBytes_FromList
0.01%	python	chain_next
0.01%	python	io_FileIO___init_
0.01%	python	_PyCfg_ToInstructionSequence
0.01%	python	super_getattro
0.01%	python	frame_settrace
0.01%	python	binary_iop
0.01%	python	_validate_inner
0.01%	python	strlen@plt
0.01%	python	update_slots_callback
0.01%	python	va_build_value
0.01%	python	descr_setcheck.isra.0
0.01%	python	term_rule
0.01%	python	_PyStack_UnpackDict_Free
0.01%	python	update_symbols
0.01%	python	_PyContext_Enter
0.01%	python	PyFile_WriteObject
0.01%	python	remove_unreachable
0.01%	python	_PyRecursiveMutex_TryUnlock
0.01%	python	_stringio_readline.cold
0.01%	python	remove_redundant_nops_and_jumps
0.01%	python	builtin_repr
0.01%	python	ucs4lib_utf8_decode
0.01%	python	PyTime_AsSecondsDouble
0.01%	python	update_slot
0.01%	python	ucs4lib_fastsearch
0.01%	python	pthread_mutex_lock@plt
0.01%	python	pop_lock_held
0.01%	python	PyThread_get_thread_ident_ex
0.01%	python	unsafe_object_compare
0.01%	python	subtype_clear
0.01%	python	0x0000000000080750
0.01%	python	_abc__abc_instancecheck
0.01%	python	propagate_line_numbers
0.01%	python	primary_rule
0.00%	python	find_frozen
0.00%	python	posix_do_stat.isra.0
0.00%	python	slot_sq_length
0.00%	python	duplicate_exits_without_lineno
0.00%	python	builtin___build_class__
0.00%	python	weakref_hash
0.00%	python	map_vectorcall
0.00%	python	assign_version_tag
0.00%	python	_pystat_fromstructstat
0.00%	python	dictbytype
0.00%	python	_PyFunction_FromConstructor
0.00%	python	match_getslice_by_index
0.00%	python	target_with_star_atom_rule
0.00%	python	_PyBytesWriter_Finish
0.00%	python	subtype_dict
0.00%	python	slot_nb_bool
0.00%	python	keys_lock_held
0.00%	python	slot_nb_subtract
0.00%	python	solid_base
0.00%	python	_io__Buffered_read
0.00%	python	__errno_location@plt
0.00%	python	merge_from_seq2_lock_held
0.00%	python	pthread_cond_signal@plt
0.00%	python	_Py_bytes_lower
0.00%	python	wrapper_call
0.00%	python	insert_split_value.isra.0
0.00%	python	member_set
0.00%	python	specialize_py_call
0.00%	python	decode_current_locale
0.00%	python	os_fspath
0.00%	python	merge_at
0.00%	python	memmove@plt
0.00%	python	_loop1_30_rule
0.00%	python	label_exception_targets
0.00%	python	ascii_upper_or_lower
0.00%	python	gallop_right
0.00%	python	strings_rule
0.00%	python	bitwise_and_rule
0.00%	python	gallop_left
0.00%	python	clear_weakref_lock_held
0.00%	python	_Py_call_instrumentation_arg
0.00%	python	strchr@plt
0.00%	python	PyOS_FSPath
0.00%	python	_imp_is_builtin
0.00%	python	compute_line
0.00%	python	assignment_expression_rule
0.00%	python	os_stat
0.00%	python	t_primary_raw
0.00%	python	analyze_descriptor
0.00%	python	property_descr_get
0.00%	python	builtin_print
0.00%	python	state_fini
0.00%	python	path_cleanup
0.00%	python	rlock_acquire
0.00%	python	import_star
0.00%	python	args_rule
0.00%	python	new_keys_object.constprop.0
0.00%	python	make_cfg_traversal_stack
0.00%	python	_PyInstructionSequence_ApplyLabelMap
0.00%	python	compute_item.isra.0
0.00%	python	slot_tp_setattro
0.00%	python	clear_lock_held
0.00%	python	_PyMutex_LockTimed
0.00%	python	specialize_dict_access.isra.0
0.00%	python	_textiowrapper_writeflush
0.00%	python	_io_BytesIO_write

int

3.94% total

percentage	object	symbol
0.85%	python	k_mul
0.52%	python	long_add
0.44%	python	x_divrem
0.26%	python	long_hash
0.23%	python	PyLong_FromLong
0.20%	python	long_to_decimal_string_internal
0.19%	python	x_add
0.17%	python	long_sub
0.11%	python	long_bitwise
0.11%	python	x_sub
0.10%	python	long_richcompare
0.08%	python	PyLong_FromString
0.08%	python	long_div
0.08%	python	long_mul
0.08%	python	long_rshift
0.07%	python	long_and
0.06%	python	long_mod
0.04%	python	PyLong_AsDouble
0.04%	python	long_mul_method
0.03%	python	PyLong_FromUnsignedLongLong
0.02%	python	long_lshift_method
0.02%	python	_PyLong_GCD
0.02%	python	PyLong_AsLong
0.02%	python	PyLong_FromUnsignedLong
0.01%	python	_PyLong_FromBytes
0.01%	python	_PyLong_FromSTwoDigits
0.01%	python	PyLong_FromSsize_t
0.01%	python	long_lshift_int64
0.01%	python	long_xor
0.01%	python	PyLong_AsSsize_t
0.01%	python	_PyLong_Frexp
0.01%	python	PyLong_AsLongAndOverflow
0.01%	python	long_vectorcall
0.01%	python	long_add_method
0.01%	python	PyLong_AsInt
0.01%	python	_PyLong_FromByteArray
0.00%	python	PyLong_FromLongLong
0.00%	python	long_or
0.00%	python	long_true_divide
0.00%	python	PyLong_FromUnicodeObject

dict

3.93% total

percentage	object	symbol
1.05%	python	PyDict_GetItemRef
0.52%	python	insertdict
0.33%	python	PyDict_Contains
0.32%	python	PyDict_SetItem
0.30%	python	dictresize
0.26%	python	dict_get
0.21%	python	insert_to_emptydict
0.20%	python	dict_setdefault_ref_lock_held
0.16%	python	dictiter_iternextkey
0.15%	python	dict_subscript
0.08%	python	dictiter_iternextitem
0.06%	python	dict_merge
0.04%	python	dict_items
0.03%	python	PyDict_Copy
0.03%	python	PyDict_GetItemWithError
0.03%	python	PyDict_Next
0.02%	python	dict_getitem
0.02%	python	PyDict_DelItem
0.01%	python	_PyDict_GetItem_KnownHash
0.01%	python	_PyDict_Next
0.01%	python	dictiter_iternextvalue
0.01%	python	PyDict_SetItemString
0.01%	python	PyDict_GetItemStringRef
0.01%	python	dict_update_common
0.01%	python	dict_iter
0.01%	python	_PyDict_LoadBuiltinsFromGlobals
0.01%	python	dict_ass_sub
0.00%	python	PyDict_SetDefaultRef
0.00%	python	dict_update_arg

str

3.68% total

percentage	object	symbol
0.62%	python	intern_common.part.0
0.52%	python	siphash13
0.29%	python	PyUnicode_FromKindAndData
0.28%	python	PyUnicode_Substring
0.18%	python	_PyUnicode_JoinArray
0.16%	python	PyBytes_FromStringAndSize
0.11%	python	unicode_replace
0.09%	python	_PyUnicodeWriter_PrepareInternal
0.09%	python	PyUnicode_Format
0.09%	python	unicode_decode_utf8
0.07%	python	_PyUnicodeWriter_WriteStr
0.07%	python	PyUnicode_RichCompare
0.06%	python	PyUnicodeWriter_WriteStr
0.06%	python	PyUnicode_InternFromString
0.05%	python	bytes_subscript
0.05%	python	unicode_subscript
0.05%	python	PyUnicode_Concat
0.05%	python	resize_compact
0.04%	python	unicode_hash
0.04%	python	unicode_from_format
0.04%	python	PyUnicode_Contains
0.04%	python	intern_constants
0.03%	python	unicode_encode
0.03%	python	bytes_concat
0.03%	python	PyUnicode_FromString
0.03%	python	PyUnicode_DecodeUTF8
0.03%	python	unicode_encode_utf8
0.03%	python	stringlib_bytes_join.lto_priv.1
0.02%	python	PyUnicode_DecodeFSDefault
0.02%	python	unicode_split
0.02%	python	split
0.02%	python	unicode_eq.lto_priv.1
0.01%	python	unicode_fromformat_write_utf8
0.01%	python	bytes_richcompare
0.01%	python	unicode_vectorcall
0.01%	python	unicode_startswith
0.01%	python	unicode_repr
0.01%	python	unicode_splitlines
0.01%	python	bytes_decode
0.01%	python	unicode_decode_locale
0.01%	python	PyUnicode_FSConverter
0.01%	python	_PyUnicodeWriter_Init
0.01%	python	_PyUnicode_IsAlpha
0.01%	python	_PyUnicode_FromUCS4
0.01%	python	unicode_join
0.01%	python	unicode_rstrip
0.01%	python	_PyUnicodeWriter_Finish
0.01%	python	unicode_find
0.01%	python	PyUnicode_FromWideChar
0.01%	python	unicode_rfind
0.01%	python	_PyUnicode_TranslateCharmap
0.01%	python	unicode_strip
0.01%	python	bytes_hash
0.01%	python	PyUnicodeWriter_Create
0.01%	python	unicode_decode_utf8_writer
0.01%	python	PyUnicode_AsUTF8AndSize
0.01%	python	PyUnicode_Append
0.01%	python	PyUnicode_CompareWithASCIIString
0.01%	python	stringlib__two_way.lto_priv.1
0.01%	python	unicode_endswith
0.01%	python	unicode_isupper
0.00%	python	PyUnicode_RPartition
0.00%	python	PyUnicode_FindChar
0.00%	python	_PyUnicode_IsDigit
0.00%	python	PyUnicode_DecodeFSDefaultAndSize
0.00%	python	_PyUnicodeWriter_WriteCharInline
0.00%	python	_PyUnicode_FromASCII
0.00%	python	_PyUnicodeWriter_WriteSubstring
0.00%	python	PyUnicode_DecodeLocale
0.00%	python	PyUnicode_FromFormat
0.00%	python	unicode_fromformat_write_str
0.00%	python	unicode_decode_utf8_impl
0.00%	python	_PyUnicode_IsDecimalDigit

kernel

3.39% total

percentage	object	symbol
0.13%	[kernel.kallsyms]	native_irq_return_iret
0.12%	[kernel.kallsyms]	clear_page_erms
0.12%	[kernel.kallsyms]	copy_user_enhanced_fast_string
0.09%	[kernel.kallsyms]	sync_regs
0.09%	[kernel.kallsyms]	__d_lookup_rcu
0.08%	[kernel.kallsyms]	rmqueue
0.07%	[kernel.kallsyms]	zap_pte_range.isra.0
0.07%	[kernel.kallsyms]	_raw_spin_lock
0.06%	[kernel.kallsyms]	free_pcppages_bulk
0.06%	[kernel.kallsyms]	memset_erms
0.05%	[kernel.kallsyms]	__handle_mm_fault
0.04%	[kernel.kallsyms]	try_charge
0.04%	[kernel.kallsyms]	clear_bhb_loop
0.04%	[kernel.kallsyms]	get_mem_cgroup_from_mm
0.04%	[kernel.kallsyms]	link_path_walk.part.0
0.04%	[kernel.kallsyms]	filemap_map_pages
0.04%	[kernel.kallsyms]	release_pages
0.04%	[kernel.kallsyms]	__pagevec_lru_add_fn
0.03%	[kernel.kallsyms]	ext4_htree_store_dirent
0.03%	[kernel.kallsyms]	mem_cgroup_throttle_swaprate
0.03%	[kernel.kallsyms]	__ext4fs_dirhash
0.03%	[kernel.kallsyms]	kmem_cache_alloc
0.03%	[kernel.kallsyms]	handle_mm_fault
0.03%	[kernel.kallsyms]	mem_cgroup_try_charge
0.03%	[kernel.kallsyms]	do_syscall_64
0.03%	[kernel.kallsyms]	syscall_return_via_sysret
0.03%	[kernel.kallsyms]	__alloc_pages_nodemask
0.02%	[kernel.kallsyms]	strncpy_from_user
0.02%	[kernel.kallsyms]	page_remove_rmap
0.02%	[kernel.kallsyms]	inode_permission
0.02%	[kernel.kallsyms]	lookup_fast
0.02%	[kernel.kallsyms]	filldir64
0.02%	[kernel.kallsyms]	copy_page
0.02%	[kernel.kallsyms]	find_get_entry
0.02%	[kernel.kallsyms]	generic_permission
0.02%	[kernel.kallsyms]	kmem_cache_free
0.02%	[kernel.kallsyms]	do_anonymous_page
0.02%	[kernel.kallsyms]	entry_SYSCALL_64
0.02%	[kernel.kallsyms]	do_user_addr_fault
0.02%	[kernel.kallsyms]	memcpy_erms
0.02%	[kernel.kallsyms]	find_vma
0.02%	[kernel.kallsyms]	memcg_kmem_get_cache
0.02%	[kernel.kallsyms]	__count_memcg_events
0.02%	[kernel.kallsyms]	walk_component
0.02%	[kernel.kallsyms]	str2hashbuf_signed
0.01%	[kernel.kallsyms]	rb_insert_color
0.01%	[kernel.kallsyms]	get_page_from_freelist
0.01%	[kernel.kallsyms]	__mod_memcg_state
0.01%	[kernel.kallsyms]	smp_call_function_single
0.01%	[kernel.kallsyms]	kfree
0.01%	[kernel.kallsyms]	vmacache_find
0.01%	[kernel.kallsyms]	ext4_getattr
0.01%	[kernel.kallsyms]	page_fault
0.01%	[kernel.kallsyms]	error_entry
0.01%	[kernel.kallsyms]	__slab_free
0.01%	[kernel.kallsyms]	rb_next
0.01%	[kernel.kallsyms]	__virt_addr_valid
0.01%	[kernel.kallsyms]	__mod_lruvec_state
0.01%	[kernel.kallsyms]	perf_iterate_ctx
0.01%	[kernel.kallsyms]	security_inode_getattr
0.01%	[kernel.kallsyms]	prep_new_page
0.01%	[kernel.kallsyms]	page_counter_cancel
0.01%	[kernel.kallsyms]	__follow_mount_rcu.isra.0
0.01%	[kernel.kallsyms]	__fget_light
0.01%	[kernel.kallsyms]	show_cpuinfo
0.01%	[kernel.kallsyms]	_cond_resched
0.01%	[kernel.kallsyms]	set_root
0.01%	[kernel.kallsyms]	in_group_p
0.01%	[kernel.kallsyms]	entry_SYSCALL_64_after_hwframe
0.01%	[kernel.kallsyms]	up_read
0.01%	[kernel.kallsyms]	format_decode
0.01%	[kernel.kallsyms]	swapgs_restore_regs_and_return_to_usermode
0.01%	[kernel.kallsyms]	down_read_trylock
0.01%	[kernel.kallsyms]	__kmalloc
0.01%	[kernel.kallsyms]	__ext4_check_dir_entry
0.01%	[kernel.kallsyms]	__lru_cache_add
0.01%	[kernel.kallsyms]	fsnotify
0.01%	[kernel.kallsyms]	generic_file_buffered_read
0.01%	[kernel.kallsyms]	page_add_file_rmap
0.01%	[kernel.kallsyms]	vsnprintf
0.01%	[kernel.kallsyms]	lru_cache_add_active_or_unevictable
0.01%	[kernel.kallsyms]	_raw_spin_lock_irqsave
0.01%	[kernel.kallsyms]	__legitimize_mnt
0.01%	[kernel.kallsyms]	xas_load
0.01%	[kernel.kallsyms]	page_counter_try_charge
0.01%	[kernel.kallsyms]	pagevec_lru_move_fn
0.01%	[kernel.kallsyms]	rcu_all_qs
0.01%	[kernel.kallsyms]	native_flush_tlb_one_user
0.01%	[kernel.kallsyms]	alloc_pages_vma
0.01%	[kernel.kallsyms]	mem_cgroup_from_task
0.01%	[kernel.kallsyms]	string_nocheck
0.01%	[kernel.kallsyms]	__mod_node_page_state
0.01%	[kernel.kallsyms]	__check_heap_object
0.01%	[kernel.kallsyms]	unlock_page
0.01%	[kernel.kallsyms]	__mod_zone_page_state
0.01%	[kernel.kallsyms]	__check_object_size
0.01%	[kernel.kallsyms]	alloc_set_pte
0.01%	[kernel.kallsyms]	fpregs_assert_state_consistent
0.01%	[kernel.kallsyms]	mem_cgroup_commit_charge
0.01%	[kernel.kallsyms]	memchr
0.01%	[kernel.kallsyms]	__lookup_mnt
0.01%	[kernel.kallsyms]	call_filldir
0.01%	[kernel.kallsyms]	free_unref_page_list
0.01%	[kernel.kallsyms]	security_inode_permission
0.01%	[kernel.kallsyms]	getname_flags
0.01%	[kernel.kallsyms]	free_unref_page_prepare.part.0
0.01%	[kernel.kallsyms]	psi_task_change
0.01%	[kernel.kallsyms]	vma_interval_tree_insert
0.01%	[kernel.kallsyms]	common_perm
0.01%	[kernel.kallsyms]	lockref_put_return
0.01%	[kernel.kallsyms]	___slab_alloc
0.01%	[kernel.kallsyms]	mem_cgroup_try_charge_delay
0.01%	[kernel.kallsyms]	free_unref_page_commit
0.01%	[kernel.kallsyms]	__vma_adjust
0.01%	[kernel.kallsyms]	free_pages_and_swap_cache
0.01%	[kernel.kallsyms]	vfs_getattr_nosec
0.01%	[kernel.kallsyms]	__d_lookup
0.01%	[kernel.kallsyms]	kthread_blkcg
0.00%	[kernel.kallsyms]	native_sched_clock
0.00%	[kernel.kallsyms]	unmapped_area_topdown
0.00%	[kernel.kallsyms]	copy_process
0.00%	[kernel.kallsyms]	rb_next_postorder
0.00%	[kernel.kallsyms]	htree_dirblock_to_tree
0.00%	[kernel.kallsyms]	update_load_avg
0.00%	[kernel.kallsyms]	update_cfs_group
0.00%	[kernel.kallsyms]	common_file_perm
0.00%	[kernel.kallsyms]	uncharge_page
0.00%	[kernel.kallsyms]	ext4_dx_readdir
0.00%	[kernel.kallsyms]	kmem_cache_alloc_trace
0.00%	[kernel.kallsyms]	__alloc_file
0.00%	[kernel.kallsyms]	page_add_new_anon_rmap
0.00%	[kernel.kallsyms]	xas_start
0.00%	[kernel.kallsyms]	down_write
0.00%	[kernel.kallsyms]	_raw_spin_lock_irq
0.00%	[kernel.kallsyms]	pmd_devmap_trans_unstable
0.00%	[kernel.kallsyms]	memcg_kmem_put_cache
0.00%	[kernel.kallsyms]	mem_cgroup_page_lruvec
0.00%	[kernel.kallsyms]	__fput
0.00%	[kernel.kallsyms]	do_dentry_open
0.00%	[kernel.kallsyms]	cp_new_stat
0.00%	[kernel.kallsyms]	path_init
0.00%	[kernel.kallsyms]	__do_page_fault
0.00%	[kernel.kallsyms]	apparmor_file_alloc_security
0.00%	[kernel.kallsyms]	__lock_text_start
0.00%	[kernel.kallsyms]	mem_cgroup_update_lru_size
0.00%	[kernel.kallsyms]	perf_event_alloc
0.00%	[kernel.kallsyms]	map_id_up
0.00%	[kernel.kallsyms]	do_sys_open
0.00%	[kernel.kallsyms]	vma_interval_tree_remove
0.00%	[kernel.kallsyms]	vm_normal_page
0.00%	[kernel.kallsyms]	dput
0.00%	[kernel.kallsyms]	mem_cgroup_charge_statistics
0.00%	[kernel.kallsyms]	lockref_get_not_dead
0.00%	[kernel.kallsyms]	native_write_msr
0.00%	[kernel.kallsyms]	update_curr
0.00%	[kernel.kallsyms]	fput_many
0.00%	[kernel.kallsyms]	unmap_page_range
0.00%	[kernel.kallsyms]	__queue_work
0.00%	[kernel.kallsyms]	get_task_policy.part.0
0.00%	[kernel.kallsyms]	filename_lookup
0.00%	[kernel.kallsyms]	page_mapping
0.00%	[kernel.kallsyms]	may_open.isra.0
0.00%	[kernel.kallsyms]	mutex_lock
0.00%	[kernel.kallsyms]	mark_page_accessed
0.00%	[kernel.kallsyms]	__update_load_avg_se
0.00%	[kernel.kallsyms]	exit_to_usermode_loop
0.00%	[kernel.kallsyms]	__do_munmap
0.00%	[kernel.kallsyms]	path_lookupat.isra.0
0.00%	[kernel.kallsyms]	prepare_exit_to_usermode
0.00%	[kernel.kallsyms]	__find_get_block
0.00%	[kernel.kallsyms]	errseq_sample
0.00%	[kernel.kallsyms]	do_page_fault
0.00%	[kernel.kallsyms]	__inc_numa_state
0.00%	[kernel.kallsyms]	nmi_restore
0.00%	[kernel.kallsyms]	perf_event_mmap
0.00%	[kernel.kallsyms]	kernel_poison_pages
0.00%	[kernel.kallsyms]	__fsnotify_parent

libc

2.49% total

percentage	object	symbol
0.57%	libc-2.31.so	__memcpy_avx_unaligned_erms
0.47%	libc-2.31.so	__memset_avx2_unaligned_erms
0.27%	libc-2.31.so	_int_malloc
0.16%	libc-2.31.so	__memcmp_avx2_movbe
0.15%	libc-2.31.so	_int_free
0.12%	libc-2.31.so	__libc_malloc
0.09%	libc-2.31.so	__strlen_avx2
0.07%	libc-2.31.so	__memset_avx2_erms
0.06%	libc-2.31.so	unlink_chunk.isra.0
0.04%	libc-2.31.so	cfree@GLIBC_2.2.5
0.04%	libc-2.31.so	__strchr_avx2
0.02%	libc-2.31.so	pthread_self
0.02%	libc-2.31.so	wcsrtombs
0.02%	libc-2.31.so	__strncmp_avx2
0.02%	libc-2.31.so	pthread_mutex_lock
0.02%	libc-2.31.so	__memchr_avx2
0.02%	libc-2.31.so	__errno_location
0.02%	libc-2.31.so	__strcmp_avx2
0.02%	libc-2.31.so	__gconv_transform_internal_utf8
0.01%	libc-2.31.so	__gconv_transform_utf8_internal
0.01%	libc-2.31.so	__libc_realloc
0.01%	libc-2.31.so	pthread_mutex_unlock
0.01%	libc-2.31.so	_int_realloc
0.01%	libc-2.31.so	malloc_consolidate
0.01%	libc-2.31.so	__xstat64
0.01%	libc-2.31.so	pthread_cond_signal@@GLIBC_2.3.2
0.01%	libcrypto.so.1.1	EVP_DecodeUpdate
0.01%	libc-2.31.so	clock_gettime@@GLIBC_2.17
0.01%	libc-2.31.so	__strcpy_avx2
0.01%	libcrypto.so.1.1	ASN1_tag2bit
0.01%	libc-2.31.so	__mbsrtowcs_l
0.01%	libc-2.31.so	_dl_addr
0.01%	libc-2.31.so	calloc
0.01%	libcrypto.so.1.1	EVP_desx_cbc
0.00%	libc-2.31.so	__memrchr_avx2
0.00%	libcrypto.so.1.1	ASN1_item_i2d
0.00%	libc-2.31.so	__wcslen_avx2
0.00%	libcrypto.so.1.1	NETSCAPE_SPKI_print
0.00%	libc-2.31.so	__dcigettext
0.00%	libc-2.31.so	__strrchr_avx2
0.00%	libc-2.31.so	msort_with_tmp.part.0
0.00%	libcrypto.so.1.1	ASN1_ENUMERATED_to_BN
0.00%	libc-2.31.so	read
0.00%	libcrypto.so.1.1	OPENSSL_LH_node_usage_stats
0.00%	libcrypto.so.1.1	ASN1_item_ex_free
0.00%	libc-2.31.so	wcstombs

miscobj

1.58% total

percentage	object	symbol
0.29%	python	set_contains_lock_held
0.11%	python	set_issubset_impl
0.10%	python	setiter_iternext
0.08%	python	set_vectorcall
0.07%	python	gen_iternext
0.07%	python	set_difference
0.07%	python	set_lookkey
0.06%	python	PySlice_Unpack
0.06%	python	range_vectorcall
0.06%	python	make_gen
0.05%	python	range_iter
0.04%	python	enum_next
0.04%	python	PySet_Add
0.04%	python	bytearray_ass_subscript
0.04%	python	dequeiter_next_lock_held.isra.0
0.03%	python	set_table_resize
0.03%	python	set_add_entry
0.03%	python	range_subscript
0.02%	python	set_iter
0.02%	python	deque_append_lock_held
0.02%	python	set_merge_lock_held.part.0
0.02%	python	set_add
0.02%	python	deque_append_impl
0.02%	python	set_discard_entry
0.02%	python	PySlice_AdjustIndices
0.01%	python	_PyGen_FetchStopIterationValue.cold
0.01%	python	set_intersection
0.01%	python	PySet_Contains
0.01%	python	deque_popleft_impl
0.01%	python	deque_clear
0.01%	python	_PySlice_GetLongIndices
0.01%	python	_PyGen_SetStopIterationValue
0.01%	python	_PyGen_yf
0.01%	python	PyBuffer_Release
0.01%	python	set_difference_update_internal
0.01%	python	_PyGen_FetchStopIterationValue
0.01%	python	set_richcompare
0.01%	python	range_reverse
0.00%	python	deque_append
0.00%	python	dequeiter_next
0.00%	python	deque_iter

list

1.43% total

percentage	object	symbol
0.29%	python	list_subscript
0.22%	python	list_iter
0.18%	python	list_ass_slice_lock_held
0.14%	python	list_resize
0.08%	python	listiter_next
0.07%	python	list_contains
0.06%	python	_list_extend
0.05%	python	list_ass_subscript
0.05%	python	list_remove
0.05%	python	PyList_Append
0.05%	python	list_sort_impl
0.03%	python	list_vectorcall
0.03%	python	list_append
0.03%	python	list_concat
0.03%	python	list_pop
0.01%	python	list_clear_impl.constprop.0
0.01%	python	list_length
0.01%	python	list_richcompare
0.01%	python	list_item
0.01%	python	list_insert
0.00%	python	_PyList_Extend
0.00%	python	list_index
0.00%	python	list_extend_dict

tuple

1.09% total

percentage	object	symbol
0.53%	python	tuple_hash
0.23%	python	_PyTuple_FromStackRefSteal
0.09%	python	tuple_iter
0.09%	python	tuple_richcompare
0.05%	python	PyTuple_Pack
0.03%	python	_PyTuple_FromArray
0.02%	python	tuple_contains
0.01%	python	tuple_subscript
0.01%	python	tupleiter_next
0.01%	python	_PyTuple_Resize
0.01%	python	PyTuple_Size
0.00%	python	tuple_concat
0.00%	python	tuplegetter_descr_get
0.00%	python	tuple_length

lookup

0.99% total

percentage	object	symbol
0.27%	python	find_name_in_mro
0.22%	python	unicodekeys_lookup_unicode
0.21%	python	_Py_dict_lookup
0.17%	python	_Py_type_getattro
0.05%	python	_PyType_LookupRef
0.04%	python	builtin_getattr
0.01%	python	PyMember_SetOne
0.01%	python	_Py_hashtable_destroy

calls

0.91% total

percentage	object	symbol
0.32%	python	_PyFunction_Vectorcall
0.08%	python	vgetargskeywords.constprop.0
0.07%	python	vgetargs1_impl
0.06%	python	method_vectorcall
0.05%	python	PyArg_UnpackTuple
0.04%	python	_PyArg_UnpackKeywords
0.03%	python	vectorcall_method
0.03%	python	method_vectorcall_VARARGS_KEYWORDS
0.03%	python	cfunction_vectorcall_FASTCALL_KEYWORDS
0.03%	python	cfunction_vectorcall_O
0.02%	python	method_vectorcall_FASTCALL_KEYWORDS_METHOD
0.02%	python	cfunction_vectorcall_NOARGS
0.02%	python	_Py_CheckFunctionResult
0.02%	python	method_vectorcall_VARARGS
0.02%	python	method_vectorcall_O
0.01%	python	_PyArg_UnpackKeywordsWithVararg
0.01%	python	method_vectorcall_NOARGS
0.01%	python	PyArg_ParseTupleAndKeywords
0.01%	python	PyArg_Parse
0.01%	python	cfunction_call
0.01%	python	PyArg_ParseTuple
0.01%	python	method_vectorcall_FASTCALL
0.01%	python	cfunction_vectorcall_FASTCALL_KEYWORDS_METHOD
0.00%	python	cfunction_vectorcall_FASTCALL

float

0.72% total

percentage	object	symbol
0.41%	python	_PyFloat_FromDouble_ConsumeInputs
0.09%	python	float_div
0.06%	python	PyFloat_FromDouble
0.04%	python	float_richcompare
0.03%	python	PyFloat_AsDouble
0.03%	python	float_pow
0.02%	python	float_sub
0.02%	python	float_mul
0.01%	python	float_add
0.00%	python	float_rem
0.00%	python	float___trunc___impl

exceptions

0.48% total

percentage	object	symbol
0.15%	python	_PyErr_SetObject
0.07%	python	PyCode_Addr2Line
0.06%	python	PyTraceBack_Here
0.05%	python	BaseException_vectorcall
0.04%	python	PyErr_GivenExceptionMatches
0.03%	python	PyErr_ExceptionMatches
0.03%	python	PyErr_Format
0.01%	python	PyErr_Occurred
0.01%	python	PyFrame_GetCode
0.01%	python	_PyErr_SetKeyError
0.01%	python	PyFrame_GetLineNumber
0.00%	python	PyErr_GetRaisedException

import

0.41% total

percentage	object	symbol
0.38%	python	r_object
0.02%	python	PyImport_ImportModuleLevelObject
0.00%	python	r_ref.isra.0

gil

0.12% total

percentage	object	symbol
0.12%	python	take_gil

async

0.06% total

percentage	object	symbol
0.03%	python	async_gen_asend_send
0.02%	python	async_gen_unwrap_value.isra.0
0.00%	python	async_gen_init_hooks

compiler

0.05% total

percentage	object	symbol
0.05%	python	tok_get_normal_mode

mdboom/perf.md

2to3

async_generators

async_tree

async_tree_cpu_io_mixed

async_tree_cpu_io_mixed_tg

async_tree_io

async_tree_io_tg

async_tree_memoization

async_tree_memoization_tg

async_tree_tg

asyncio_websockets

bpe_tokeniser

chaos

comprehensions

concurrent_imap

coroutines

coverage

crypto_pyaes

deepcopy

deltablue

django_template

docutils

dulwich_log

fannkuch

float

gc_collect

gc_traversal

generators

genshi

go

hexiom

html5lib

json

json_dumps

json_loads

logging

mako

mdp

meteor_contest

nbody

networkx

networkx_connected_components

networkx_k_core

nqueens

pathlib

pickle_pure_python

pidigits

pprint

pycparser

pyflate

pylint

python_startup

python_startup_no_site

raytrace

regex_compile

regex_dna

regex_effbot

regex_v8

richards

richards_super

scimark

spectral_norm

sphinx

sqlalchemy_declarative

sqlalchemy_imperative

sqlglot

sqlglot_optimize

sqlglot_parse

sqlglot_transpile

sqlite_synth

sympy

telco

thrift

tomli_loads

tornado_http

typing_runtime_protocols

unpickle_pure_python

xml_etree

Categories