Pystats results

benchmark: typing_runtime_protocols
fork: python
ref: 0ac40acec045c4ce780cf7d887fcbe4c661e82b7
commit hash: 0ac40ac
commit date: 2024-12-14T17:25:49+02:00

Execution counts

Execution counts for Tier 1 instructions.

The "miss ratio" column shows the percentage of times the instruction executed that it deoptimized. When this happens, the base unspecialized instruction is not counted.

Name	Count	Self	Cumulative	Miss ratio
LOAD_GLOBAL_MODULE	88,361,316	12.7%	12.7%
LOAD_FAST	76,451,952	11.0%	23.7%
STORE_FAST	44,508,996	6.4%	30.1%
LOAD_FAST_LOAD_FAST	33,758,808	4.9%	35.0%
IS_OP	32,977,980	4.7%	39.7%
LOAD_GLOBAL_BUILTIN	30,468,456	4.4%	44.1%
POP_JUMP_IF_FALSE	30,099,516	4.3%	48.4%
POP_JUMP_IF_TRUE	29,823,036	4.3%	52.7%
CALL_NON_PY_GENERAL	29,381,688	4.2%	57.0%
RETURN_VALUE	28,677,840	4.1%	61.1%
RESUME_CHECK	24,877,776	3.6%	64.7%
LOAD_CONST_IMMORTAL	23,254,127	3.3%	68.0%
GET_ITER	20,084,976	2.9%	70.9%
CALL_PY_EXACT_ARGS	17,811,696	2.6%	73.5%
ENTER_EXECUTOR	16,608,336	2.4%	75.9%
SWAP	13,492,344	1.9%	77.8%
CALL_FUNCTION_EX	12,708,984	1.8%	79.6%
CONTAINS_OP	12,201,890	1.8%	81.4%
CALL_BUILTIN_FAST	11,981,100	1.7%	83.1%
TO_BOOL_BOOL	11,980,860	1.7%	84.8%
FOR_ITER_TUPLE	10,236,744	1.5%	86.3%
LOAD_ATTR	9,313,830	1.3%	87.7%
LOAD_ATTR_CLASS	7,163,904	1.0%	88.7%
LIST_APPEND	6,654,732	1.0%	89.6%
BUILD_LIST	6,654,132	1.0%	90.6%
NOP	6,654,012	1.0%	91.6%
LOAD_FAST_AND_CLEAR	6,654,012	1.0%	92.5%
CALL_TYPE_1	6,653,952	1.0%	93.5%
POP_TOP	5,847,895	0.8%	94.3%
INTERPRETER_EXIT	3,993,900	0.6%	94.9%
JUMP_FORWARD	3,582,012	0.5%	95.4%
BUILD_MAP	3,581,952	0.5%	95.9%
CALL_METHOD_DESCRIPTOR_FAST	3,581,952	0.5%	96.4%
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK	3,118,080	0.4%	96.9%	78.3%
PUSH_NULL	3,073,200	0.4%	97.3%
FOR_ITER	3,073,200	0.4%	97.8%
CALL_PY_GENERAL	3,072,060	0.4%	98.2%
CHECK_EXC_MATCH	2,764,800	0.4%	98.6%
POP_EXCEPT	2,764,800	0.4%	99.0%
PUSH_EXC_INFO	2,764,800	0.4%	99.4%
RAISE_VARARGS	2,764,800	0.4%	99.8%
POP_JUMP_IF_NONE	817,152	0.1%	99.9%
BINARY_SUBSCR	184,400	0.0%	100.0%
FOR_ITER_LIST	122,880	0.0%	100.0%
JUMP_BACKWARD	62,580	0.0%	100.0%
FOR_ITER_RANGE	61,480	0.0%	100.0%
CALL_ISINSTANCE	61,440	0.0%	100.0%
LOAD_SMALL_INT	600	0.0%	100.0%
LOAD_GLOBAL	480	0.0%	100.0%
CALL	260	0.0%	100.0%
LOAD_ATTR_INSTANCE_VALUE	240	0.0%	100.0%
LOAD_ATTR_MODULE	240	0.0%	100.0%
STORE_ATTR_INSTANCE_VALUE	240	0.0%	100.0%
BUILD_TUPLE	180	0.0%	100.0%
LOAD_CONST	180	0.0%	100.0%
LOAD_DEREF	120	0.0%	100.0%
LOAD_ATTR_METHOD_NO_DICT	120	0.0%	100.0%
LOAD_ATTR_METHOD_WITH_VALUES	120	0.0%	100.0%
TO_BOOL	100	0.0%	100.0%
STORE_ATTR	80	0.0%	100.0%
MAKE_FUNCTION	60	0.0%	100.0%
CALL_INTRINSIC_1	60	0.0%	100.0%
COPY_FREE_VARS	60	0.0%	100.0%
LIST_EXTEND	60	0.0%	100.0%
MAKE_CELL	60	0.0%	100.0%
POP_JUMP_IF_NOT_NONE	60	0.0%	100.0%
SET_FUNCTION_ATTRIBUTE	60	0.0%	100.0%
STORE_DEREF	60	0.0%	100.0%
STORE_FAST_STORE_FAST	60	0.0%	100.0%
BINARY_OP_SUBTRACT_FLOAT	60	0.0%	100.0%
BINARY_SUBSCR_TUPLE_INT	60	0.0%	100.0%
CALL_BUILTIN_CLASS	60	0.0%	100.0%
CALL_METHOD_DESCRIPTOR_NOARGS	60	0.0%	100.0%
CALL_METHOD_DESCRIPTOR_O	60	0.0%	100.0%
UNPACK_SEQUENCE_TWO_TUPLE	60	0.0%	100.0%
BINARY_OP	20	0.0%	100.0%
UNPACK_SEQUENCE	20	0.0%	100.0%

Pair counts

Pair counts for top 100 opcode pairs

Pairs of specialized operations that deoptimize and are then followed by the corresponding unspecialized instruction are not counted as pairs.

Pair	Count	Self	Cumulative
LOAD_GLOBAL_MODULE IS_OP	30,213,120	4.3%	4.3%
LOAD_GLOBAL_MODULE LOAD_FAST	23,033,856	3.3%	7.7%
LOAD_FAST CALL_NON_PY_GENERAL	22,726,656	3.3%	10.9%
LOAD_FAST LOAD_GLOBAL_MODULE	21,086,208	3.0%	14.0%
IS_OP POP_JUMP_IF_FALSE	20,269,056	2.9%	16.9%
CALL_PY_EXACT_ARGS RESUME_CHECK	17,811,636	2.6%	19.5%
LOAD_GLOBAL_BUILTIN LOAD_FAST	17,406,012	2.5%	22.0%
RESUME_CHECK LOAD_GLOBAL_MODULE	17,301,624	2.5%	24.4%
LOAD_GLOBAL_MODULE LOAD_FAST_LOAD_FAST	15,151,164	2.2%	26.6%
POP_JUMP_IF_FALSE LOAD_FAST	13,817,916	2.0%	28.6%
STORE_FAST LOAD_GLOBAL_MODULE	13,308,024	1.9%	30.5%
CALL_FUNCTION_EX RETURN_VALUE	12,708,864	1.8%	32.4%
IS_OP POP_JUMP_IF_TRUE	12,708,864	1.8%	34.2%
ENTER_EXECUTOR CALL_FUNCTION_EX	12,708,864	1.8%	36.0%
LOAD_FAST LOAD_CONST_IMMORTAL	11,569,272	1.7%	37.7%
RETURN_VALUE STORE_FAST	11,563,188	1.7%	39.3%
STORE_FAST LOAD_FAST	11,176,956	1.6%	41.0%
LOAD_FAST_LOAD_FAST CALL_PY_EXACT_ARGS	11,157,584	1.6%	42.6%
FOR_ITER_TUPLE STORE_FAST	10,236,744	1.5%	44.0%
GET_ITER FOR_ITER_TUPLE	10,235,964	1.5%	45.5%
CALL_NON_PY_GENERAL GET_ITER	10,235,904	1.5%	47.0%
STORE_FAST LOAD_GLOBAL_BUILTIN	9,787,732	1.4%	48.4%
LOAD_FAST_LOAD_FAST LOAD_ATTR	9,126,932	1.3%	49.7%
RETURN_VALUE LOAD_GLOBAL_MODULE	9,126,912	1.3%	51.0%
CONTAINS_OP POP_JUMP_IF_TRUE	9,126,912	1.3%	52.3%
LOAD_ATTR CONTAINS_OP	9,126,912	1.3%	53.6%
POP_JUMP_IF_TRUE LOAD_FAST_LOAD_FAST	9,126,912	1.3%	55.0%
POP_JUMP_IF_TRUE ENTER_EXECUTOR	8,942,592	1.3%	56.2%
LOAD_CONST_IMMORTAL LOAD_CONST_IMMORTAL	7,987,320	1.1%	57.4%
TO_BOOL_BOOL POP_JUMP_IF_TRUE	7,987,260	1.1%	58.5%
CALL_BUILTIN_FAST TO_BOOL_BOOL	7,987,200	1.1%	59.7%
LOAD_CONST_IMMORTAL CALL_BUILTIN_FAST	7,987,200	1.1%	60.8%
POP_JUMP_IF_TRUE LOAD_GLOBAL_MODULE	7,575,552	1.1%	61.9%
LOAD_GLOBAL_BUILTIN LOAD_ATTR_CLASS	7,163,904	1.0%	63.0%
POP_JUMP_IF_FALSE LOAD_GLOBAL_BUILTIN	6,758,400	1.0%	63.9%
CALL_NON_PY_GENERAL LIST_APPEND	6,654,732	1.0%	64.9%
LOAD_GLOBAL_MODULE LOAD_GLOBAL_MODULE	6,654,592	1.0%	65.9%
GET_ITER LOAD_FAST_AND_CLEAR	6,654,012	1.0%	66.8%
BUILD_LIST SWAP	6,654,012	1.0%	67.8%
LOAD_FAST_AND_CLEAR SWAP	6,654,012	1.0%	68.7%
SWAP GET_ITER	6,654,012	1.0%	69.7%
SWAP BUILD_LIST	6,654,012	1.0%	70.6%
CALL_NON_PY_GENERAL STORE_FAST	6,654,012	1.0%	71.6%
LIST_APPEND ENTER_EXECUTOR	6,653,952	1.0%	72.6%
LOAD_FAST CALL_TYPE_1	6,653,952	1.0%	73.5%
STORE_FAST NOP	6,653,952	1.0%	74.5%
CACHE RESUME_CHECK	3,993,960	0.6%	75.0%
RETURN_VALUE INTERPRETER_EXIT	3,993,900	0.6%	75.6%
RESUME_CHECK LOAD_FAST	3,993,780	0.6%	76.2%
RETURN_VALUE TO_BOOL_BOOL	3,993,600	0.6%	76.8%
LOAD_FAST_LOAD_FAST CALL_BUILTIN_FAST	3,993,600	0.6%	77.3%
POP_JUMP_IF_TRUE LOAD_GLOBAL_BUILTIN	3,993,600	0.6%	77.9%
CALL_BUILTIN_FAST RETURN_VALUE	3,993,600	0.6%	78.5%
TO_BOOL_BOOL POP_JUMP_IF_FALSE	3,993,600	0.6%	79.1%
LOAD_CONST_IMMORTAL RETURN_VALUE	3,697,355	0.5%	79.6%
ENTER_EXECUTOR RETURN_VALUE	3,694,357	0.5%	80.1%
STORE_FAST JUMP_FORWARD	3,582,012	0.5%	80.7%
NOP LOAD_GLOBAL_BUILTIN	3,581,952	0.5%	81.2%
BUILD_MAP STORE_FAST	3,581,952	0.5%	81.7%
JUMP_FORWARD LOAD_GLOBAL_MODULE	3,581,952	0.5%	82.2%
LOAD_FAST_LOAD_FAST LOAD_GLOBAL_MODULE	3,581,952	0.5%	82.7%
CALL_METHOD_DESCRIPTOR_FAST RETURN_VALUE	3,581,952	0.5%	83.2%
CALL_TYPE_1 CALL_PY_EXACT_ARGS	3,581,952	0.5%	83.7%
LOAD_ATTR_CLASS LOAD_FAST	3,581,952	0.5%	84.3%
LOAD_ATTR_CLASS LOAD_FAST_LOAD_FAST	3,581,952	0.5%	84.8%
LOAD_CONST_IMMORTAL CALL_NON_PY_GENERAL	3,581,952	0.5%	85.3%
LOAD_GLOBAL_MODULE CALL_METHOD_DESCRIPTOR_FAST	3,581,952	0.5%	85.8%
LOAD_GLOBAL_MODULE LOAD_GLOBAL_BUILTIN	3,581,952	0.5%	86.3%
RESUME_CHECK BUILD_MAP	3,581,952	0.5%	86.8%
LOAD_FAST PUSH_NULL	3,072,900	0.4%	87.3%
FOR_ITER STORE_FAST	3,072,300	0.4%	87.7%
GET_ITER FOR_ITER	3,072,060	0.4%	88.2%
NOP LOAD_FAST	3,072,060	0.4%	88.6%
PUSH_NULL LOAD_FAST_LOAD_FAST	3,072,060	0.4%	89.0%
CONTAINS_OP POP_JUMP_IF_FALSE	3,072,000	0.4%	89.5%
LOAD_FAST STORE_FAST	3,072,000	0.4%	89.9%
LOAD_FAST CALL_PY_EXACT_ARGS	3,072,000	0.4%	90.4%
LOAD_FAST LOAD_ATTR_CLASS_WITH_METACLASS_CHECK	3,072,000	0.4%	90.8%
LOAD_FAST_LOAD_FAST CALL_PY_GENERAL	3,072,000	0.4%	91.3%
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE	3,072,000	0.4%	91.7%
CALL_NON_PY_GENERAL CONTAINS_OP	3,072,000	0.4%	92.1%
CALL_PY_GENERAL RESUME_CHECK	3,072,000	0.4%	92.6%
CALL_TYPE_1 STORE_FAST	3,072,000	0.4%	93.0%
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK GET_ITER	3,072,000	0.4%	93.5%
LOAD_GLOBAL_BUILTIN LOAD_GLOBAL_MODULE	3,072,000	0.4%	93.9%
LOAD_GLOBAL_MODULE STORE_FAST	3,072,000	0.4%	94.4%
LOAD_GLOBAL_MODULE CALL_NON_PY_GENERAL	3,072,000	0.4%	94.8%
POP_TOP LOAD_CONST_IMMORTAL	2,775,455	0.4%	95.2%
CHECK_EXC_MATCH POP_JUMP_IF_FALSE	2,764,800	0.4%	95.6%
POP_EXCEPT POP_TOP	2,764,800	0.4%	96.0%
POP_TOP POP_EXCEPT	2,764,800	0.4%	96.4%
PUSH_EXC_INFO LOAD_GLOBAL_BUILTIN	2,764,800	0.4%	96.8%
LOAD_FAST_LOAD_FAST IS_OP	2,764,800	0.4%	97.2%
POP_JUMP_IF_FALSE POP_TOP	2,764,800	0.4%	97.6%
POP_JUMP_IF_FALSE LOAD_FAST_LOAD_FAST	2,764,800	0.4%	98.0%
RAISE_VARARGS PUSH_EXC_INFO	2,764,800	0.4%	98.4%
CALL_NON_PY_GENERAL RAISE_VARARGS	2,764,800	0.4%	98.8%
LOAD_GLOBAL_BUILTIN CHECK_EXC_MATCH	2,764,800	0.4%	99.2%
POP_JUMP_IF_FALSE LOAD_CONST_IMMORTAL	921,600	0.1%	99.3%
LOAD_FAST RETURN_VALUE	817,212	0.1%	99.4%

Predecessor/Successor Pairs

Top 5 predecessors and successors of each Tier 1 opcode.

This does not include the unspecialized instructions that occur after a specialized instruction deoptimizes.

CACHE

Successors and predecessors for CACHE

Successors	Count	Percentage
RESUME_CHECK	3,993,960	100.0%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
LOAD_FAST	184,320	100.0%
BINARY_SUBSCR	60	0.0%
LOAD_SMALL_INT	20	0.0%

Successors	Count	Percentage
SWAP	184,320	100.0%
BINARY_SUBSCR	60	0.0%
BINARY_SUBSCR_TUPLE_INT	20	0.0%

CHECK_EXC_MATCH

Successors and predecessors for CHECK_EXC_MATCH

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	2,764,800	100.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	2,764,800	100.0%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
CALL_NON_PY_GENERAL	10,235,904	51.0%
SWAP	6,654,012	33.1%
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK	3,072,000	15.3%
LOAD_FAST	122,880	0.6%
BUILD_TUPLE	60	0.0%

Successors	Count	Percentage
FOR_ITER_TUPLE	10,235,964	51.0%
LOAD_FAST_AND_CLEAR	6,654,012	33.1%
FOR_ITER	3,072,060	15.3%
FOR_ITER_LIST	122,880	0.6%
FOR_ITER_RANGE	60	0.0%

INTERPRETER_EXIT

Successors and predecessors for INTERPRETER_EXIT

Predecessors	Count	Percentage
RETURN_VALUE	3,993,900	100.0%

MAKE_FUNCTION

Successors and predecessors for MAKE_FUNCTION

Predecessors	Count	Percentage
LOAD_CONST	60	100.0%

Successors	Count	Percentage
SET_FUNCTION_ATTRIBUTE	60	100.0%

NOP

Successors and predecessors for NOP

Predecessors	Count	Percentage
STORE_FAST	6,653,952	100.0%
POP_JUMP_IF_TRUE	60	0.0%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	3,581,952	53.8%
LOAD_FAST	3,072,060	46.2%

POP_EXCEPT

Successors and predecessors for POP_EXCEPT

Predecessors	Count	Percentage
POP_TOP	2,764,800	100.0%

Successors	Count	Percentage
POP_TOP	2,764,800	100.0%

POP_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
POP_EXCEPT	2,764,800	47.3%
POP_JUMP_IF_FALSE	2,764,800	47.3%
SWAP	184,320	3.2%
ENTER_EXECUTOR	71,915	1.2%
CALL_ISINSTANCE	61,440	1.1%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	2,775,455	47.5%
POP_EXCEPT	2,764,800	47.3%
RETURN_VALUE	184,320	3.2%
JUMP_BACKWARD	61,800	1.1%
ENTER_EXECUTOR	61,440	1.1%

PUSH_EXC_INFO

Successors and predecessors for PUSH_EXC_INFO

Predecessors	Count	Percentage
RAISE_VARARGS	2,764,800	100.0%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	2,764,800	100.0%

PUSH_NULL

Successors and predecessors for PUSH_NULL

Predecessors	Count	Percentage
LOAD_FAST	3,072,900	100.0%
LOAD_ATTR_MODULE	240	0.0%
LOAD_DEREF	60	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	3,072,060	100.0%
CALL_NON_PY_GENERAL	940	0.0%
LOAD_FAST	120	0.0%
CALL	80	0.0%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
CALL_FUNCTION_EX	12,708,864	44.3%
CALL_BUILTIN_FAST	3,993,600	13.9%
LOAD_CONST_IMMORTAL	3,697,355	12.9%
ENTER_EXECUTOR	3,694,357	12.9%
CALL_METHOD_DESCRIPTOR_FAST	3,581,952	12.5%

Successors	Count	Percentage
STORE_FAST	11,563,188	40.3%
LOAD_GLOBAL_MODULE	9,126,912	31.8%
INTERPRETER_EXIT	3,993,900	13.9%
TO_BOOL_BOOL	3,993,600	13.9%
POP_TOP	180	0.0%

TO_BOOL

Successors and predecessors for TO_BOOL

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	60	60.0%
TO_BOOL	20	20.0%
LOAD_FAST	20	20.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	60	60.0%
TO_BOOL	20	20.0%
TO_BOOL_BOOL	20	20.0%

BINARY_OP

Successors and predecessors for BINARY_OP

Predecessors	Count	Percentage
LOAD_FAST	20	100.0%

Successors	Count	Percentage
BINARY_OP_SUBTRACT_FLOAT	20	100.0%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
SWAP	6,654,012	100.0%
LOAD_FAST	60	0.0%
LOAD_GLOBAL_MODULE	60	0.0%

Successors	Count	Percentage
SWAP	6,654,012	100.0%
LOAD_DEREF	60	0.0%
STORE_FAST	60	0.0%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
RESUME_CHECK	3,581,952	100.0%

Successors	Count	Percentage
STORE_FAST	3,581,952	100.0%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE

Predecessors	Count	Percentage
LOAD_FAST	60	33.3%
LOAD_FAST_LOAD_FAST	60	33.3%
LOAD_GLOBAL_MODULE	60	33.3%

Successors	Count	Percentage
GET_ITER	60	33.3%
LOAD_CONST	60	33.3%
CALL_METHOD_DESCRIPTOR_O	40	22.2%
CALL	20	11.1%

CALL

Successors and predecessors for CALL

Predecessors	Count	Percentage
PUSH_NULL	80	30.8%
LOAD_FAST_LOAD_FAST	60	23.1%
LOAD_CONST_IMMORTAL	40	15.4%
BUILD_TUPLE	20	7.7%
LOAD_FAST	20	7.7%

Successors	Count	Percentage
CALL_NON_PY_GENERAL	100	38.5%
CALL_PY_EXACT_ARGS	80	30.8%
CALL_BUILTIN_CLASS	20	7.7%
CALL_METHOD_DESCRIPTOR_NOARGS	20	7.7%
CALL_METHOD_DESCRIPTOR_O	20	7.7%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
ENTER_EXECUTOR	12,708,864	100.0%
CALL_INTRINSIC_1	60	0.0%
LOAD_FAST	60	0.0%

Successors	Count	Percentage
RETURN_VALUE	12,708,864	100.0%
RESUME_CHECK	60	0.0%

CALL_INTRINSIC_1

Successors and predecessors for CALL_INTRINSIC_1

Predecessors	Count	Percentage
LIST_EXTEND	60	100.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	60	100.0%

CONTAINS_OP

Successors and predecessors for CONTAINS_OP

Predecessors	Count	Percentage
LOAD_ATTR	9,126,912	74.8%
CALL_NON_PY_GENERAL	3,072,000	25.2%
CONTAINS_OP	2,978	0.0%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	9,126,912	74.8%
POP_JUMP_IF_FALSE	3,072,000	25.2%
CONTAINS_OP	2,978	0.0%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	60	100.0%

Successors	Count	Percentage
RESUME_CHECK	60	100.0%

FOR_ITER

Successors and predecessors for FOR_ITER

Predecessors	Count	Percentage
GET_ITER	3,072,060	100.0%
FOR_ITER	780	0.0%
JUMP_BACKWARD	360	0.0%

Successors	Count	Percentage
STORE_FAST	3,072,300	100.0%
FOR_ITER	780	0.0%
LOAD_FAST	60	0.0%
LOAD_CONST_IMMORTAL	60	0.0%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	30,213,120	91.6%
LOAD_FAST_LOAD_FAST	2,764,800	8.4%
LOAD_CONST_IMMORTAL	60	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	20,269,056	61.5%
POP_JUMP_IF_TRUE	12,708,864	38.5%
STORE_FAST	60	0.0%

JUMP_BACKWARD

Successors and predecessors for JUMP_BACKWARD

Predecessors	Count	Percentage
POP_TOP	61,800	98.8%
LIST_APPEND	780	1.2%

Successors	Count	Percentage
FOR_ITER_RANGE	61,420	98.1%
FOR_ITER_TUPLE	780	1.2%
FOR_ITER	360	0.6%
POP_TOP	20	0.0%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	3,582,012	100.0%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	3,581,952	100.0%
LOAD_FAST	60	0.0%

LIST_APPEND

Successors and predecessors for LIST_APPEND

Predecessors	Count	Percentage
CALL_NON_PY_GENERAL	6,654,732	100.0%

Successors	Count	Percentage
ENTER_EXECUTOR	6,653,952	100.0%
JUMP_BACKWARD	780	0.0%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_DEREF	60	100.0%

Successors	Count	Percentage
CALL_INTRINSIC_1	60	100.0%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	9,126,932	98.0%
LOAD_FAST	184,460	2.0%
LOAD_ATTR	2,318	0.0%
LOAD_GLOBAL_MODULE	80	0.0%
LOAD_ATTR_INSTANCE_VALUE	40	0.0%

Successors	Count	Percentage
CONTAINS_OP	9,126,912	98.0%
LOAD_FAST	184,320	2.0%
LOAD_ATTR	2,318	0.0%
LOAD_ATTR_MODULE	80	0.0%
LOAD_FAST_LOAD_FAST	60	0.0%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
BUILD_TUPLE	60	33.3%
POP_JUMP_IF_NOT_NONE	60	33.3%
RESUME_CHECK	60	33.3%

Successors	Count	Percentage
GET_ITER	60	33.3%
MAKE_FUNCTION	60	33.3%
STORE_FAST	60	33.3%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
BUILD_LIST	60	50.0%
RESUME_CHECK	60	50.0%

Successors	Count	Percentage
PUSH_NULL	60	50.0%
LIST_EXTEND	60	50.0%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	23,033,856	30.1%
LOAD_GLOBAL_BUILTIN	17,406,012	22.8%
POP_JUMP_IF_FALSE	13,817,916	18.1%
STORE_FAST	11,176,956	14.6%
RESUME_CHECK	3,993,780	5.2%

Successors	Count	Percentage
CALL_NON_PY_GENERAL	22,726,656	29.7%
LOAD_GLOBAL_MODULE	21,086,208	27.6%
LOAD_CONST_IMMORTAL	11,569,272	15.1%
CALL_TYPE_1	6,653,952	8.7%
PUSH_NULL	3,072,900	4.0%

LOAD_FAST_AND_CLEAR

Successors and predecessors for LOAD_FAST_AND_CLEAR

Predecessors	Count	Percentage
GET_ITER	6,654,012	100.0%

Successors	Count	Percentage
SWAP	6,654,012	100.0%

LOAD_FAST_LOAD_FAST

Successors and predecessors for LOAD_FAST_LOAD_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	15,151,164	44.9%
POP_JUMP_IF_TRUE	9,126,912	27.0%
LOAD_ATTR_CLASS	3,581,952	10.6%
PUSH_NULL	3,072,060	9.1%
POP_JUMP_IF_FALSE	2,764,800	8.2%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	11,157,584	33.1%
LOAD_ATTR	9,126,932	27.0%
CALL_BUILTIN_FAST	3,993,600	11.8%
LOAD_GLOBAL_MODULE	3,581,952	10.6%
CALL_PY_GENERAL	3,072,000	9.1%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	320	66.7%
STORE_FAST	80	16.7%
RESUME_CHECK	60	12.5%
FOR_ITER_RANGE	20	4.2%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	460	95.8%
LOAD_GLOBAL_BUILTIN	20	4.2%

LOAD_SMALL_INT

Successors and predecessors for LOAD_SMALL_INT

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	300	50.0%
RESUME_CHECK	240	40.0%
LOAD_FAST	60	10.0%

Successors	Count	Percentage
CALL_BUILTIN_FAST	300	50.0%
LOAD_FAST	240	40.0%
BINARY_SUBSCR_TUPLE_INT	40	6.7%
BINARY_SUBSCR	20	3.3%

MAKE_CELL

Successors and predecessors for MAKE_CELL

Predecessors	Count	Percentage
CALL_PY_GENERAL	60	100.0%

Successors	Count	Percentage
RESUME_CHECK	60	100.0%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE

Predecessors	Count	Percentage
IS_OP	20,269,056	67.3%
TO_BOOL_BOOL	3,993,600	13.3%
CONTAINS_OP	3,072,000	10.2%
CHECK_EXC_MATCH	2,764,800	9.2%
TO_BOOL	60	0.0%

Successors	Count	Percentage
LOAD_FAST	13,817,916	45.9%
LOAD_GLOBAL_BUILTIN	6,758,400	22.5%
LOAD_GLOBAL_MODULE	3,072,000	10.2%
POP_TOP	2,764,800	9.2%
LOAD_FAST_LOAD_FAST	2,764,800	9.2%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_FAST	817,152	100.0%

Successors	Count	Percentage
ENTER_EXECUTOR	817,152	100.0%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE

Predecessors	Count	Percentage
LOAD_FAST	60	100.0%

Successors	Count	Percentage
LOAD_CONST	60	100.0%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
IS_OP	12,708,864	42.6%
CONTAINS_OP	9,126,912	30.6%
TO_BOOL_BOOL	7,987,260	26.8%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	9,126,912	30.6%
ENTER_EXECUTOR	8,942,592	30.0%
LOAD_GLOBAL_MODULE	7,575,552	25.4%
LOAD_GLOBAL_BUILTIN	3,993,600	13.4%
LOAD_FAST	184,320	0.6%

RAISE_VARARGS

Successors and predecessors for RAISE_VARARGS

Predecessors	Count	Percentage
CALL_NON_PY_GENERAL	2,764,800	100.0%

Successors	Count	Percentage
PUSH_EXC_INFO	2,764,800	100.0%

SET_FUNCTION_ATTRIBUTE

Successors and predecessors for SET_FUNCTION_ATTRIBUTE

Predecessors	Count	Percentage
MAKE_FUNCTION	60	100.0%

Successors	Count	Percentage
STORE_FAST	60	100.0%

STORE_ATTR

Successors and predecessors for STORE_ATTR

Predecessors	Count	Percentage
LOAD_FAST	80	100.0%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	80	100.0%

STORE_DEREF

Successors and predecessors for STORE_DEREF

Predecessors	Count	Percentage
CALL_NON_PY_GENERAL	60	100.0%

Successors	Count	Percentage
LOAD_FAST	60	100.0%

STORE_FAST

Successors and predecessors for STORE_FAST

Predecessors	Count	Percentage
RETURN_VALUE	11,563,188	26.0%
FOR_ITER_TUPLE	10,236,744	23.0%
CALL_NON_PY_GENERAL	6,654,012	14.9%
BUILD_MAP	3,581,952	8.0%
FOR_ITER	3,072,300	6.9%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	13,308,024	29.9%
LOAD_FAST	11,176,956	25.1%
LOAD_GLOBAL_BUILTIN	9,787,732	22.0%
NOP	6,653,952	14.9%
JUMP_FORWARD	3,582,012	8.0%

STORE_FAST_STORE_FAST

Successors and predecessors for STORE_FAST_STORE_FAST

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	60	100.0%

Successors	Count	Percentage
LOAD_FAST	60	100.0%

SWAP

Successors and predecessors for SWAP

Predecessors	Count	Percentage
BUILD_LIST	6,654,012	49.3%
LOAD_FAST_AND_CLEAR	6,654,012	49.3%
BINARY_SUBSCR	184,320	1.4%

Successors	Count	Percentage
GET_ITER	6,654,012	49.3%
BUILD_LIST	6,654,012	49.3%
POP_TOP	184,320	1.4%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE

Predecessors	Count	Percentage
CALL_METHOD_DESCRIPTOR_NOARGS	20	100.0%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	20	100.0%

BINARY_OP_SUBTRACT_FLOAT

Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT

Predecessors	Count	Percentage
LOAD_FAST	40	66.7%
BINARY_OP	20	33.3%

Successors	Count	Percentage
RETURN_VALUE	60	100.0%

BINARY_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_SMALL_INT	40	66.7%
BINARY_SUBSCR	20	33.3%

Successors	Count	Percentage
STORE_FAST	60	100.0%

CALL_BUILTIN_CLASS

Successors and predecessors for CALL_BUILTIN_CLASS

Predecessors	Count	Percentage
LOAD_FAST	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
GET_ITER	60	100.0%

CALL_BUILTIN_FAST

Successors and predecessors for CALL_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_CONST_IMMORTAL	7,987,200	66.7%
LOAD_FAST_LOAD_FAST	3,993,600	33.3%
LOAD_SMALL_INT	300	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	7,987,200	66.7%
RETURN_VALUE	3,993,600	33.3%
POP_TOP	300	0.0%

CALL_ISINSTANCE

Successors and predecessors for CALL_ISINSTANCE

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	61,440	100.0%

Successors	Count	Percentage
POP_TOP	61,440	100.0%

CALL_METHOD_DESCRIPTOR_FAST

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	3,581,952	100.0%

Successors	Count	Percentage
RETURN_VALUE	3,581,952	100.0%

CALL_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_NO_DICT	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	40	66.7%
UNPACK_SEQUENCE	20	33.3%

CALL_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
BUILD_TUPLE	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
POP_TOP	60	100.0%

CALL_NON_PY_GENERAL

Successors and predecessors for CALL_NON_PY_GENERAL

Predecessors	Count	Percentage
LOAD_FAST	22,726,656	77.3%
LOAD_CONST_IMMORTAL	3,581,952	12.2%
LOAD_GLOBAL_MODULE	3,072,000	10.5%
PUSH_NULL	940	0.0%
CALL	100	0.0%

Successors	Count	Percentage
GET_ITER	10,235,904	34.8%
LIST_APPEND	6,654,732	22.6%
STORE_FAST	6,654,012	22.6%
CONTAINS_OP	3,072,000	10.5%
RAISE_VARARGS	2,764,800	9.4%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	11,157,584	62.6%
CALL_TYPE_1	3,581,952	20.1%
LOAD_FAST	3,072,000	17.2%
CALL	80	0.0%
LOAD_ATTR_INSTANCE_VALUE	40	0.0%

Successors	Count	Percentage
RESUME_CHECK	17,811,636	100.0%
COPY_FREE_VARS	60	0.0%

CALL_PY_GENERAL

Successors and predecessors for CALL_PY_GENERAL

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	3,072,000	100.0%
LOAD_CONST_IMMORTAL	40	0.0%
CALL	20	0.0%

Successors	Count	Percentage
RESUME_CHECK	3,072,000	100.0%
MAKE_CELL	60	0.0%

CALL_TYPE_1

Successors and predecessors for CALL_TYPE_1

Predecessors	Count	Percentage
LOAD_FAST	6,653,952	100.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	3,581,952	53.8%
STORE_FAST	3,072,000	46.2%

FOR_ITER_LIST

Successors and predecessors for FOR_ITER_LIST

Predecessors	Count	Percentage
GET_ITER	122,880	100.0%

Successors	Count	Percentage
STORE_FAST	122,880	100.0%

FOR_ITER_RANGE

Successors and predecessors for FOR_ITER_RANGE

Predecessors	Count	Percentage
JUMP_BACKWARD	61,420	99.9%
GET_ITER	60	0.1%

Successors	Count	Percentage
STORE_FAST	61,440	99.9%
LOAD_GLOBAL	20	0.0%
LOAD_GLOBAL_MODULE	20	0.0%

FOR_ITER_TUPLE

Successors and predecessors for FOR_ITER_TUPLE

Predecessors	Count	Percentage
GET_ITER	10,235,964	100.0%
JUMP_BACKWARD	780	0.0%

Successors	Count	Percentage
STORE_FAST	10,236,744	100.0%

LOAD_ATTR_CLASS

Successors and predecessors for LOAD_ATTR_CLASS

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	7,163,904	100.0%

Successors	Count	Percentage
LOAD_FAST	3,581,952	50.0%
LOAD_FAST_LOAD_FAST	3,581,952	50.0%

LOAD_ATTR_CLASS_WITH_METACLASS_CHECK

Successors and predecessors for LOAD_ATTR_CLASS_WITH_METACLASS_CHECK

Predecessors	Count	Percentage
LOAD_FAST	3,072,000	98.5%
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK	46,080	1.5%

Successors	Count	Percentage
GET_ITER	3,072,000	98.5%
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK	46,080	1.5%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	140	58.3%
LOAD_ATTR	60	25.0%
LOAD_FAST_LOAD_FAST	40	16.7%

Successors	Count	Percentage
LOAD_ATTR_METHOD_NO_DICT	80	33.3%
TO_BOOL	60	25.0%
LOAD_ATTR	40	16.7%
CALL_PY_EXACT_ARGS	40	16.7%
CALL	20	8.3%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	80	66.7%
LOAD_ATTR	40	33.3%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	60	50.0%
CALL_METHOD_DESCRIPTOR_NOARGS	40	33.3%
CALL	20	16.7%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	80	66.7%
LOAD_ATTR	40	33.3%

Successors	Count	Percentage
LOAD_FAST	60	50.0%
LOAD_FAST_LOAD_FAST	60	50.0%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	160	66.7%
LOAD_ATTR	80	33.3%

Successors	Count	Percentage
PUSH_NULL	240	100.0%

LOAD_CONST_IMMORTAL

Successors and predecessors for LOAD_CONST_IMMORTAL

Predecessors	Count	Percentage
LOAD_FAST	11,569,272	49.8%
LOAD_CONST_IMMORTAL	7,987,320	34.3%
POP_TOP	2,775,455	11.9%
POP_JUMP_IF_FALSE	921,600	4.0%
STORE_ATTR_INSTANCE_VALUE	240	0.0%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	7,987,320	34.3%
CALL_BUILTIN_FAST	7,987,200	34.3%
RETURN_VALUE	3,697,355	15.9%
CALL_NON_PY_GENERAL	3,581,952	15.4%
STORE_FAST	120	0.0%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
STORE_FAST	9,787,732	32.1%
POP_JUMP_IF_FALSE	6,758,400	22.2%
POP_JUMP_IF_TRUE	3,993,600	13.1%
NOP	3,581,952	11.8%
LOAD_GLOBAL_MODULE	3,581,952	11.8%

Successors	Count	Percentage
LOAD_FAST	17,406,012	57.1%
LOAD_ATTR_CLASS	7,163,904	23.5%
LOAD_GLOBAL_MODULE	3,072,000	10.1%
CHECK_EXC_MATCH	2,764,800	9.1%
LOAD_FAST_LOAD_FAST	61,740	0.2%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
LOAD_FAST	21,086,208	23.9%
RESUME_CHECK	17,301,624	19.6%
STORE_FAST	13,308,024	15.1%
RETURN_VALUE	9,126,912	10.3%
POP_JUMP_IF_TRUE	7,575,552	8.6%

Successors	Count	Percentage
IS_OP	30,213,120	34.2%
LOAD_FAST	23,033,856	26.1%
LOAD_FAST_LOAD_FAST	15,151,164	17.1%
LOAD_GLOBAL_MODULE	6,654,592	7.5%
CALL_METHOD_DESCRIPTOR_FAST	3,581,952	4.1%

RESUME_CHECK

Successors and predecessors for RESUME_CHECK

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	17,811,636	71.6%
CACHE	3,993,960	16.1%
CALL_PY_GENERAL	3,072,000	12.3%
CALL_FUNCTION_EX	60	0.0%
COPY_FREE_VARS	60	0.0%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	17,301,624	69.5%
LOAD_FAST	3,993,780	16.1%
BUILD_MAP	3,581,952	14.4%
LOAD_SMALL_INT	240	0.0%
LOAD_CONST	60	0.0%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	160	66.7%
STORE_ATTR	80	33.3%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	240	100.0%

TO_BOOL_BOOL

Successors and predecessors for TO_BOOL_BOOL

Predecessors	Count	Percentage
CALL_BUILTIN_FAST	7,987,200	66.7%
RETURN_VALUE	3,993,600	33.3%
LOAD_FAST	40	0.0%
TO_BOOL	20	0.0%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	7,987,260	66.7%
POP_JUMP_IF_FALSE	3,993,600	33.3%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE

Predecessors	Count	Percentage
CALL_METHOD_DESCRIPTOR_NOARGS	40	66.7%
UNPACK_SEQUENCE	20	33.3%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	60	100.0%

ENTER_EXECUTOR

Successors and predecessors for ENTER_EXECUTOR

Predecessors	Count	Percentage
POP_JUMP_IF_TRUE	8,942,592	53.8%
LIST_APPEND	6,653,952	40.1%
POP_JUMP_IF_NONE	817,152	4.9%
ENTER_EXECUTOR	133,200	0.8%
POP_TOP	61,440	0.4%

Successors	Count	Percentage
CALL_FUNCTION_EX	12,708,864	76.5%
RETURN_VALUE	3,694,357	22.2%
ENTER_EXECUTOR	133,200	0.8%
POP_TOP	71,915	0.4%

Specialization stats

Specialization stats by family

BINARY_OP

specialization stats for BINARY_OP family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	60	75.0%

Success	Count	Ratio
Success	20	100.0%
Failure	0	0.0%

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	184,320	99.9%
hit ⓘ Specialized instructions that complete.	60	0.0%

Success	Count	Ratio
Success	20	25.0%
Failure	60	75.0%

Failure kind	Count	Ratio
other	60	100.0%

CALL

specialization stats for CALL family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	40,090,320	100.0%

Success	Count	Ratio
Success	260	100.0%
Failure	0	0.0%

CONTAINS_OP

specialization stats for CONTAINS_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	12,198,912	100.0%

Success	Count	Ratio
Success	0	0.0%
Failure	2,978	100.0%

Failure kind	Count	Ratio
other	2,238	75.2%
tuple	740	24.8%

FOR_ITER

specialization stats for FOR_ITER family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	3,072,420	22.8%
hit ⓘ Specialized instructions that complete.	10,421,104	77.2%

Success	Count	Ratio
Success	0	0.0%
Failure	780	100.0%

Failure kind	Count	Ratio
set	760	97.4%
ascii string	20	2.6%

LOAD_ATTR

specialization stats for LOAD_ATTR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	9,311,292	47.5%
hit ⓘ Specialized instructions that complete.	7,840,464	40.0%
miss ⓘ Specialized instructions that deopt.	2,442,240	12.5%

Success	Count	Ratio
Success	46,300	95.2%
Failure	2,318	4.8%

Failure kind	Count	Ratio
metaclass attribute	2,298	99.1%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	118,829,772	100.0%

Success	Count	Ratio
Success	480	100.0%
Failure	0	0.0%

STORE_ATTR

specialization stats for STORE_ATTR family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	240	75.0%

Success	Count	Ratio
Success	160	100.0%
Failure	0	0.0%

TO_BOOL

specialization stats for TO_BOOL family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	60	0.0%
hit ⓘ Specialized instructions that complete.	11,980,860	100.0%

Success	Count	Ratio
Success	20	50.0%
Failure	20	50.0%

Failure kind	Count	Ratio
sequence	20	100.0%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	60	75.0%

Success	Count	Ratio
Success	20	100.0%
Failure	0	0.0%

Specialization effectiveness

specialization effectiveness

All entries are execution counts. Should add up to the total number of Tier 1 instructions executed.

Instructions	Count	Ratio
Basic ⓘ Instructions that are not and cannot be specialized, e.g. `LOAD_FAST`.	397,829,167	57.3%
Not specialized ⓘ Instructions that could be specialized but aren't, e.g. `LOAD_ATTR`, `BINARY_SLICE`.	24,774,280	3.6%
Specialized hits ⓘ Specialized instructions, e.g. `LOAD_ATTR_MODULE` that complete.	269,748,591	38.8%
Specialized misses ⓘ Specialized instructions, e.g. `LOAD_ATTR_MODULE` that deopt.	2,442,240	0.4%

Deferred by instruction

Breakdown of deferred (not specialized) instruction counts by family

Name	Count	Ratio
CONTAINS_OP	12,198,912	49.3%
LOAD_ATTR	9,311,292	37.6%
FOR_ITER	3,072,420	12.4%
BINARY_SUBSCR	184,320	0.7%
TO_BOOL	60	0.0%
BINARY_SLICE	0	0.0%
STORE_SLICE	0	0.0%
CACHE	0	0.0%
CHECK_EXC_MATCH	0	0.0%
GET_ITER	0	0.0%

Misses by instruction

Breakdown of misses (specialized deopts) instruction counts by family

Name	Count	Ratio
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK	2,442,240	100.0%
CACHE	0	0.0%
CHECK_EXC_MATCH	0	0.0%
GET_ITER	0	0.0%
INTERPRETER_EXIT	0	0.0%
MAKE_FUNCTION	0	0.0%
NOP	0	0.0%
POP_EXCEPT	0	0.0%
POP_TOP	0	0.0%
PUSH_EXC_INFO	0	0.0%

Call stats

Inlined calls and frame stats

This shows what fraction of calls to Python functions are inlined (i.e. not having a call at the C level) and for those that are not, where the call comes from. The various categories overlap.

Also includes the count of frame objects created.

	Count	Ratio
Calls to PyEval_EvalDefault	3,993,960	12.7%
Calls to Python functions inlined	27,448,680	87.3%
Calls via PyEval_EvalFrame (total)	3,993,960	12.7%
Calls via PyEval_EvalFrame (vector)	3,993,960	12.7%
Calls via PyEval_EvalFrame (generator)	0	0.0%
Calls via PyEval_EvalFrame (legacy)	0	0.0%
Calls via PyEval_EvalFrame (function vectorcall)	3,993,960	12.7%
Calls via PyEval_EvalFrame (build class)	0	0.0%
Calls via PyEval_EvalFrame (slot)	0	0.0%
Calls via PyEval_EvalFrame (function ex)	60	0.0%
Calls via PyEval_EvalFrame (api)	0	0.0%
Calls via PyEval_EvalFrame (method)	0	0.0%
Frame objects created	5,529,600	17.6%
Frames pushed	31,442,640	100.0%

Object stats

Allocations, frees and dict materializatons

Below, "allocations" means "allocations that are not from a freelist". Total allocations = "Allocations from freelist" + "Allocations".

"Inline values" is the number of values arrays inlined into objects.

The cache hit/miss numbers are for the MRO cache, split into dunder and other names.

	Count	Ratio
Allocations from freelist	90,816,490	66.0%
Frees to freelist	90,816,450
Allocations	46,862,468	34.0%
Allocations to 512 bytes	46,862,448	34.0%
Allocations to 4 kbytes	20	0.0%
Allocations over 4 kbytes	0	0.0%
Frees	59,571,279
Inline values	780
Interpreter mortal increfs	373,036,469	40.0%
Interpreter mortal decrefs	465,011,989	42.5%
Mortal increfs	268,977,417	28.8%
Mortal decrefs	314,679,643	28.8%
Interpreter immortal increfs	128,674,872	13.8%
Interpreter immortal decrefs	196,466,780	18.0%
Immortal increfs	161,669,259	17.3%
Immortal decrefs	116,920,327	10.7%
Materialize dict (on request)	780	100.0%
Materialize dict (new key)	0	0.0%
Materialize dict (too big)	0	0.0%
Materialize dict (str subclass)	0	0.0%
Method cache hits	23,762,306
Method cache misses	199,894
Method cache collisions	399,753
Method cache dunder hits	25,567,589
Method cache dunder misses	199,933

GC stats

GC collections and effectiveness

Collected/visits gives some measure of efficiency.

Generation	Collections	Objects collected	Object visits	Reachable from roots	Not reachable from roots
0	0	0	0	0	0
1	0	0	0	0	0
2	0	0	0	0	0

Optimization (Tier 2) stats

statistics about the Tier 2 optimizer

	Count	Ratio
Optimization attempts ⓘ The number of times a potential trace is identified. Specifically, this occurs in the JUMP BACKWARD instruction when the counter reaches a threshold.	4,024
Traces created ⓘ The number of traces that were successfully created.	40	1.0%
Trace stack overflow ⓘ A trace is truncated because it would require more than 5 stack frames.	0	0.0%
Trace stack underflow ⓘ A potential trace is abandoned because it pops more frames than it pushes.	906	22.5%
Trace too long ⓘ A trace is truncated because it is longer than the instruction buffer.	0	0.0%
Trace too short ⓘ A potential trace is abandoned because it it too short.	3,984	99.0%
Inner loop found ⓘ A trace is truncated because it has an inner loop	0	0.0%
Recursive call ⓘ A trace is truncated because it has a recursive call.	0	0.0%
Low confidence ⓘ A trace is abandoned because the likelihood of the jump to top being taken is too low.	0	0.0%
Executors invalidated ⓘ The number of executors that were invalidated due to watched dictionary changes.	0	0.0%
Traces executed ⓘ The number of traces that were executed	39,793,449
Uops executed ⓘ The total number of uops (micro-operations) that were executed	977,636,361	2,456.8%

	Count	Ratio
Optimizer attempts ⓘ The number of times the trace optimizer (_Py_uop_analyze_and_optimize) was run.	40
Optimizer successes ⓘ The number of traces that were successfully optimized.	40	100.0%
Optimizer no memory ⓘ The number of optimizations that failed due to no memory.	0	0.0%
Remove globals builtins changed ⓘ The builtins changed during optimization	0	0.0%
Remove globals incorrect keys ⓘ The keys in the globals dictionary aren't what was expected	0	0.0%

Trace length histogram

trace length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	20	50.0%
<= 16	0	0.0%
<= 32	0	0.0%
<= 64	20	50.0%

Optimized trace length histogram

optimized trace length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	20	50.0%
<= 16	0	0.0%
<= 32	0	0.0%
<= 64	20	50.0%

Trace run length histogram

trace run length histogram

Range	Count	Ratio
<= 1	0	0.0%

Uop execution stats

uop execution stats

Name	Count	Self	Cumulative	Miss ratio
_SET_IP	94,703,636	9.7%	9.7%
_CHECK_VALIDITY	88,341,524	9.0%	18.7%
_CHECK_PERIODIC	77,905,940	8.0%	26.7%
_MAKE_WARM	62,738,217	6.4%	33.1%
_GUARD_NOT_EXHAUSTED_TUPLE	46,964,736	4.8%	37.9%	34.3%
_ITER_CHECK_TUPLE	46,964,736	4.8%	42.7%
_EXIT_TRACE	39,793,449	4.1%	46.8%
_START_EXECUTOR	39,793,449	4.1%	50.9%
_CHECK_FUNCTION	38,697,984	4.0%	54.8%
_STORE_FAST_1	38,022,144	3.9%	58.7%
_CALL_NON_PY_GENERAL	31,878,144	3.3%	62.0%
_CHECK_IS_NOT_PY_CALLABLE	31,878,144	3.3%	65.2%
_LOAD_CONST_INLINE_BORROW_WITH_NULL	31,368,192	3.2%	68.4%
_ITER_NEXT_TUPLE	30,858,240	3.2%	71.6%
_LOAD_FAST_1	25,823,232	2.6%	74.2%
_LIST_APPEND	25,313,280	2.6%	76.8%
_SWAP	24,818,688	2.5%	79.4%
_JUMP_TO_TOP	22,944,768	2.3%	81.7%
_LOAD_CONST_INLINE_WITH_NULL	22,606,848	2.3%	84.0%
_POP_TOP	20,642,581	2.1%	86.1%
_GET_ITER	12,355,584	1.3%	87.4%
_CHECK_VALIDITY_AND_SET_IP	7,382,016	0.8%	88.2%
_RESUME_CHECK	6,564,864	0.7%	88.8%
_LOAD_FAST_0	6,564,864	0.7%	89.5%
_PUSH_FRAME	6,564,864	0.7%	90.2%
_SAVE_RETURN_OFFSET	6,564,864	0.7%	90.8%
_BUILD_LIST	6,054,912	0.6%	91.5%
_LOAD_FAST_AND_CLEAR	6,054,912	0.6%	92.1%
_CALL_TYPE_1	6,054,912	0.6%	92.7%
_CHECK_FUNCTION_VERSION_INLINE	6,054,912	0.6%	93.3%
_CHECK_STACK_SPACE_OPERAND	6,054,912	0.6%	93.9%
_INIT_CALL_PY_EXACT_ARGS_1	6,054,912	0.6%	94.6%
_LOAD_FAST_2	6,054,912	0.6%	95.2%
_STORE_FAST_2	5,544,960	0.6%	95.7%
_GUARD_NOT_EXHAUSTED_LIST	4,546,560	0.5%	96.2%	8.1%
_ITER_CHECK_LIST	4,546,560	0.5%	96.7%
_ITER_NEXT_LIST	4,177,920	0.4%	97.1%
_CALL_ISINSTANCE	3,932,160	0.4%	97.5%
_LOAD_FAST_6	3,932,160	0.4%	97.9%
_LOAD_FAST_7	3,932,160	0.4%	98.3%
_STORE_FAST_7	3,932,160	0.4%	98.7%
_LOAD_CONST_INLINE	3,907,584	0.4%	99.1%
_LOAD_FAST_4	1,019,904	0.1%	99.2%
_STORE_FAST_3	1,019,904	0.1%	99.3%
_FOR_ITER_TIER_TWO	817,152	0.1%	99.4%	37.6%
_LOAD_CONST_INLINE_BORROW	806,677	0.1%	99.5%
_LOAD_FAST_3	755,712	0.1%	99.6%
_PUSH_NULL	509,952	0.1%	99.6%
_CHECK_FUNCTION_VERSION	509,952	0.1%	99.7%
_CONTAINS_OP	509,952	0.1%	99.7%
_GUARD_IS_TRUE_POP	509,952	0.1%	99.8%
_LOAD_FAST_5	509,952	0.1%	99.8%
_PY_FRAME_GENERAL	509,952	0.1%	99.9%
_STORE_FAST_4	509,952	0.1%	99.9%
_STORE_FAST_5	509,952	0.1%	100.0%
_STORE_FAST_6	245,760	0.0%	100.0%
_GUARD_NOT_EXHAUSTED_RANGE	20	0.0%	100.0%	100.0%
_ITER_CHECK_RANGE	20	0.0%	100.0%

Pair counts

Pair counts for top 100 Non-JIT uop pairs

Pairs of specialized operations that deoptimize and are then followed by the corresponding unspecialized instruction are not counted as pairs.

Pair	Count	Self	Cumulative
_CHECK_PERIODIC _CHECK_VALIDITY	70,523,924	7.2%	7.2%
_CHECK_VALIDITY _ITER_CHECK_TUPLE	46,964,736	4.8%	12.0%
_ITER_CHECK_TUPLE _GUARD_NOT_EXHAUSTED_TUPLE	46,964,736	4.8%	16.8%
_SET_IP _CHECK_PERIODIC	46,027,796	4.7%	21.5%
_MAKE_WARM _SET_IP	46,027,796	4.7%	26.2%
_START_EXECUTOR _MAKE_WARM	39,793,449	4.1%	30.3%
_SET_IP _CHECK_IS_NOT_PY_CALLABLE	31,878,144	3.3%	33.6%
_CALL_NON_PY_GENERAL _CHECK_PERIODIC	31,878,144	3.3%	36.8%
_CHECK_IS_NOT_PY_CALLABLE _CALL_NON_PY_GENERAL	31,878,144	3.3%	40.1%
_GUARD_NOT_EXHAUSTED_TUPLE _ITER_NEXT_TUPLE	30,858,240	3.2%	43.2%
_CHECK_VALIDITY _LIST_APPEND	25,313,280	2.6%	45.8%
_ITER_NEXT_TUPLE _STORE_FAST_1	25,313,280	2.6%	48.4%
_LOAD_CONST_INLINE_BORROW_WITH_NULL _LOAD_FAST_1	25,313,280	2.6%	51.0%
_LOAD_FAST_1 _SET_IP	25,313,280	2.6%	53.6%
_JUMP_TO_TOP _MAKE_WARM	22,944,768	2.3%	56.0%
_LIST_APPEND _JUMP_TO_TOP	19,258,368	2.0%	57.9%
_CHECK_FUNCTION _LOAD_CONST_INLINE_BORROW_WITH_NULL	19,258,368	2.0%	59.9%
_STORE_FAST_1 _CHECK_FUNCTION	19,258,368	2.0%	61.9%
_MAKE_WARM _POP_TOP	16,710,421	1.7%	63.6%
_GUARD_NOT_EXHAUSTED_TUPLE _EXIT_TRACE	16,106,496	1.6%	65.2%
_CHECK_FUNCTION _LOAD_CONST_INLINE_WITH_NULL	15,532,032	1.6%	66.8%
_POP_TOP _SWAP	12,708,864	1.3%	68.1%
_SWAP _STORE_FAST_1	12,708,864	1.3%	69.4%
_STORE_FAST_1 _EXIT_TRACE	12,708,864	1.3%	70.7%
_GET_ITER _CHECK_VALIDITY	12,355,584	1.3%	72.0%
_CHECK_PERIODIC _CHECK_VALIDITY_AND_SET_IP	7,382,016	0.8%	72.7%
_RESUME_CHECK _CHECK_FUNCTION	6,564,864	0.7%	73.4%
_SAVE_RETURN_OFFSET _PUSH_FRAME	6,564,864	0.7%	74.1%
_SET_IP _GET_ITER	6,300,672	0.6%	74.7%
_BUILD_LIST _SWAP	6,054,912	0.6%	75.3%
_LIST_APPEND _EXIT_TRACE	6,054,912	0.6%	76.0%
_LOAD_FAST_AND_CLEAR _SWAP	6,054,912	0.6%	76.6%
_SWAP _BUILD_LIST	6,054,912	0.6%	77.2%
_SWAP _SET_IP	6,054,912	0.6%	77.8%
_SET_IP _CHECK_FUNCTION_VERSION_INLINE	6,054,912	0.6%	78.4%
_CHECK_FUNCTION_VERSION_INLINE _CHECK_STACK_SPACE_OPERAND	6,054,912	0.6%	79.0%
_CHECK_STACK_SPACE_OPERAND _INIT_CALL_PY_EXACT_ARGS_1	6,054,912	0.6%	79.7%
_CHECK_VALIDITY _LOAD_FAST_AND_CLEAR	6,054,912	0.6%	80.3%
_CHECK_VALIDITY_AND_SET_IP _GET_ITER	6,054,912	0.6%	80.9%
_INIT_CALL_PY_EXACT_ARGS_1 _SAVE_RETURN_OFFSET	6,054,912	0.6%	81.5%
_LOAD_CONST_INLINE_WITH_NULL _LOAD_CONST_INLINE_WITH_NULL	6,054,912	0.6%	82.1%
_LOAD_CONST_INLINE_WITH_NULL _LOAD_FAST_0	6,054,912	0.6%	82.8%
_LOAD_FAST_0 _SET_IP	6,054,912	0.6%	83.4%
_PUSH_FRAME _RESUME_CHECK	6,054,912	0.6%	84.0%
_STORE_FAST_1 _LOAD_CONST_INLINE_BORROW_WITH_NULL	6,054,912	0.6%	84.6%
_CALL_TYPE_1 _SET_IP	5,544,960	0.6%	85.2%
_ITER_NEXT_TUPLE _STORE_FAST_2	5,544,960	0.6%	85.8%
_LOAD_CONST_INLINE_BORROW_WITH_NULL _LOAD_FAST_2	5,544,960	0.6%	86.3%
_LOAD_CONST_INLINE_WITH_NULL _LOAD_CONST_INLINE_BORROW_WITH_NULL	5,544,960	0.6%	86.9%
_LOAD_FAST_2 _CALL_TYPE_1	5,544,960	0.6%	87.5%
_STORE_FAST_2 _CHECK_FUNCTION	5,544,960	0.6%	88.0%
_CHECK_VALIDITY _ITER_CHECK_LIST	4,546,560	0.5%	88.5%
_ITER_CHECK_LIST _GUARD_NOT_EXHAUSTED_LIST	4,546,560	0.5%	89.0%
_GUARD_NOT_EXHAUSTED_LIST _ITER_NEXT_LIST	4,177,920	0.4%	89.4%
_CALL_ISINSTANCE _CHECK_VALIDITY	3,932,160	0.4%	89.8%
_SET_IP _CALL_ISINSTANCE	3,932,160	0.4%	90.2%
_CHECK_VALIDITY _POP_TOP	3,932,160	0.4%	90.6%
_ITER_NEXT_LIST _STORE_FAST_7	3,932,160	0.4%	91.0%
_LOAD_CONST_INLINE_WITH_NULL _LOAD_FAST_7	3,932,160	0.4%	91.4%
_LOAD_FAST_6 _SET_IP	3,932,160	0.4%	91.8%
_LOAD_FAST_7 _LOAD_FAST_6	3,932,160	0.4%	92.2%
_STORE_FAST_7 _CHECK_FUNCTION	3,932,160	0.4%	92.6%
_CHECK_FUNCTION _LOAD_CONST_INLINE	3,907,584	0.4%	93.0%
_POP_TOP _JUMP_TO_TOP	3,686,400	0.4%	93.4%
_POP_TOP _CHECK_FUNCTION	3,397,632	0.3%	93.7%
_LOAD_CONST_INLINE _EXIT_TRACE	3,397,632	0.3%	94.1%
_CHECK_VALIDITY_AND_SET_IP _FOR_ITER_TIER_TWO	817,152	0.1%	94.2%
_LOAD_FAST_3 _SET_IP	755,712	0.1%	94.2%
_POP_TOP _EXIT_TRACE	552,960	0.1%	94.3%
_PUSH_NULL _LOAD_FAST_1	509,952	0.1%	94.3%
_CALL_TYPE_1 _STORE_FAST_4	509,952	0.1%	94.4%
_SET_IP _CHECK_FUNCTION_VERSION	509,952	0.1%	94.4%
_CHECK_FUNCTION_VERSION _PY_FRAME_GENERAL	509,952	0.1%	94.5%
_CHECK_VALIDITY _RESUME_CHECK	509,952	0.1%	94.5%
_CHECK_VALIDITY _GUARD_IS_TRUE_POP	509,952	0.1%	94.6%
_CHECK_VALIDITY _STORE_FAST_3	509,952	0.1%	94.7%
_CHECK_VALIDITY_AND_SET_IP _CONTAINS_OP	509,952	0.1%	94.7%
_CONTAINS_OP _CHECK_VALIDITY	509,952	0.1%	94.8%
_FOR_ITER_TIER_TWO _CHECK_VALIDITY	509,952	0.1%	94.8%
_GUARD_IS_TRUE_POP _LOAD_FAST_4	509,952	0.1%	94.9%
_LOAD_CONST_INLINE _STORE_FAST_3	509,952	0.1%	94.9%
_LOAD_CONST_INLINE_BORROW _LOAD_CONST_INLINE_WITH_NULL	509,952	0.1%	95.0%
_LOAD_CONST_INLINE_BORROW_WITH_NULL _LOAD_FAST_0	509,952	0.1%	95.0%
_LOAD_CONST_INLINE_WITH_NULL _LOAD_FAST_4	509,952	0.1%	95.1%
_LOAD_CONST_INLINE_WITH_NULL _LOAD_FAST_5	509,952	0.1%	95.1%
_LOAD_FAST_0 _CALL_TYPE_1	509,952	0.1%	95.2%
_LOAD_FAST_1 _LOAD_FAST_3	509,952	0.1%	95.2%
_LOAD_FAST_2 _PUSH_NULL	509,952	0.1%	95.3%
_LOAD_FAST_4 _SET_IP	509,952	0.1%	95.3%
_LOAD_FAST_4 _STORE_FAST_5	509,952	0.1%	95.4%
_LOAD_FAST_5 _SET_IP	509,952	0.1%	95.4%
_PUSH_FRAME _CHECK_VALIDITY	509,952	0.1%	95.5%
_PY_FRAME_GENERAL _SAVE_RETURN_OFFSET	509,952	0.1%	95.5%
_STORE_FAST_3 _LOAD_CONST_INLINE_BORROW_WITH_NULL	509,952	0.1%	95.6%
_STORE_FAST_3 _LOAD_FAST_2	509,952	0.1%	95.6%
_STORE_FAST_4 _LOAD_CONST_INLINE_BORROW	509,952	0.1%	95.7%
_STORE_FAST_5 _LOAD_CONST_INLINE_WITH_NULL	509,952	0.1%	95.7%
_GUARD_NOT_EXHAUSTED_LIST _EXIT_TRACE	368,640	0.0%	95.8%
_FOR_ITER_TIER_TWO _EXIT_TRACE	307,200	0.0%	95.8%
_POP_TOP _LOAD_CONST_INLINE_BORROW	296,725	0.0%	95.8%

Unsupported opcodes

unsupported opcodes

Opcode	Count
CALL_FUNCTION_EX	3,098

Optimizer errored out with opcode

Optimization stopped after encountering this opcode

Rare events

Counts of rare/unlikely events

Event	Count
set class ⓘ Setting an object's class, `obj.__class__ = ...`	0
set bases ⓘ Setting the bases of a class, `cls.__bases__ = ...`	0
set eval frame func ⓘ Setting the PEP 523 frame eval function `_PyInterpreterState_SetFrameEvalFunc()`	0
builtin dict ⓘ Modifying the builtins, `__builtins__.__dict__[var] = ...`	0
func modification ⓘ Modifying a function, e.g. `func.__defaults__ = ...`, etc.	0
watched dict modification ⓘ A watched dict has been modified	0
watched globals modification ⓘ A watched `globals()` dict has been modified	0

Meta stats

Meta statistics

	Count
Number of data files	20

Stats gathered on: 2024-12-15

Files

bm-20241214-vultr-x86_64-python-0ac40acec045c4ce780c-3.14.0a2+-0ac40ac-pystats-typing_runtime_protocols.md

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File metadata and controls

Pystats results

Execution counts

Pair counts

Predecessor/Successor Pairs

CACHE

BINARY_SUBSCR

CHECK_EXC_MATCH

GET_ITER

INTERPRETER_EXIT

MAKE_FUNCTION

NOP

POP_EXCEPT

POP_TOP

PUSH_EXC_INFO

PUSH_NULL

RETURN_VALUE

TO_BOOL

BINARY_OP

BUILD_LIST

BUILD_MAP

BUILD_TUPLE

CALL

CALL_FUNCTION_EX

CALL_INTRINSIC_1

CONTAINS_OP

COPY_FREE_VARS

FOR_ITER

IS_OP

JUMP_BACKWARD

JUMP_FORWARD

LIST_APPEND

LIST_EXTEND

LOAD_ATTR

LOAD_CONST

LOAD_DEREF

LOAD_FAST

LOAD_FAST_AND_CLEAR

LOAD_FAST_LOAD_FAST

LOAD_GLOBAL

LOAD_SMALL_INT

MAKE_CELL

POP_JUMP_IF_FALSE

POP_JUMP_IF_NONE

POP_JUMP_IF_NOT_NONE

POP_JUMP_IF_TRUE

RAISE_VARARGS

SET_FUNCTION_ATTRIBUTE

STORE_ATTR

STORE_DEREF

STORE_FAST

STORE_FAST_STORE_FAST

SWAP

UNPACK_SEQUENCE

BINARY_OP_SUBTRACT_FLOAT

BINARY_SUBSCR_TUPLE_INT

CALL_BUILTIN_CLASS

CALL_BUILTIN_FAST

CALL_ISINSTANCE

CALL_METHOD_DESCRIPTOR_FAST

CALL_METHOD_DESCRIPTOR_NOARGS

CALL_METHOD_DESCRIPTOR_O

CALL_NON_PY_GENERAL

CALL_PY_EXACT_ARGS

CALL_PY_GENERAL

CALL_TYPE_1

FOR_ITER_LIST

FOR_ITER_RANGE

FOR_ITER_TUPLE

LOAD_ATTR_CLASS

LOAD_ATTR_CLASS_WITH_METACLASS_CHECK

LOAD_ATTR_INSTANCE_VALUE

LOAD_ATTR_METHOD_NO_DICT

LOAD_ATTR_METHOD_WITH_VALUES

LOAD_ATTR_MODULE