Pystats results

benchmark: 2to3
fork: python
ref: a19bb261a327e1008f219b62f6465941c981899b
commit hash: a19bb26
commit date: 2024-06-15T19:10:50+00:00

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_FAST	24,820	20.7%	20.7%
LOAD_CONST	7,380	6.2%	26.9%
STORE_FAST	6,080	5.1%	32.0%
POP_JUMP_IF_FALSE	5,220	4.4%	36.3%
LOAD_ATTR	4,240	3.5%	39.9%
LOAD_GLOBAL_MODULE	3,900	3.3%	43.1%
LOAD_GLOBAL	3,180	2.7%	45.8%
CALL	3,160	2.6%	48.4%
RESUME_CHECK	3,160	2.6%	51.0%
LOAD_FAST_LOAD_FAST	3,020	2.5%	53.6%
LOAD_GLOBAL_BUILTIN	2,920	2.4%	56.0%	27.4%
POP_TOP	2,740	2.3%	58.3%
LOAD_ATTR_INSTANCE_VALUE	2,420	2.0%	60.3%
LOAD_ATTR_MODULE	2,260	1.9%	62.2%
PUSH_NULL	2,160	1.8%	64.0%
STORE_ATTR_INSTANCE_VALUE	2,120	1.8%	65.8%
RETURN_VALUE	1,980	1.7%	67.4%
TO_BOOL	1,960	1.6%	69.1%
TO_BOOL_BOOL	1,860	1.6%	70.6%
POP_JUMP_IF_NOT_NONE	1,680	1.4%	72.0%
RETURN_CONST	1,680	1.4%	73.4%
INTERPRETER_EXIT	1,560	1.3%	74.7%
STORE_ATTR	1,440	1.2%	75.9%
NOP	1,280	1.1%	77.0%
LOAD_DEREF	1,200	1.0%	78.0%
COMPARE_OP_INT	1,140	1.0%	78.9%
LOAD_ATTR_METHOD_NO_DICT	1,120	0.9%	79.9%	14.3%
CALL_PY_EXACT_ARGS	1,060	0.9%	80.8%
POP_JUMP_IF_TRUE	920	0.8%	81.5%
POP_JUMP_IF_NONE	880	0.7%	82.3%
CALL_BUILTIN_FAST	880	0.7%	83.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	880	0.7%	83.7%
COMPARE_OP	860	0.7%	84.5%
CALL_METHOD_DESCRIPTOR_FAST	760	0.6%	85.1%
BUILD_TUPLE	720	0.6%	85.7%
LOAD_ATTR_METHOD_WITH_VALUES	720	0.6%	86.3%
BINARY_OP	660	0.6%	86.8%
RESUME	660	0.6%	87.4%
STORE_FAST_STORE_FAST	640	0.5%	87.9%
CALL_ISINSTANCE	620	0.5%	88.4%
JUMP_FORWARD	560	0.5%	88.9%
CALL_NON_PY_GENERAL	560	0.5%	89.4%
UNPACK_SEQUENCE_TWO_TUPLE	560	0.5%	89.8%
BUILD_LIST	480	0.4%	90.2%
CALL_FUNCTION_EX	480	0.4%	90.6%
DELETE_ATTR	480	0.4%	91.1%
CALL_PY_GENERAL	480	0.4%	91.5%
BINARY_SLICE	400	0.3%	91.8%
COPY	400	0.3%	92.1%
MAKE_CELL	400	0.3%	92.5%
TO_BOOL_STR	380	0.3%	92.8%	21.1%
UNPACK_SEQUENCE	360	0.3%	93.1%
BEFORE_WITH	320	0.3%	93.3%
BUILD_MAP	320	0.3%	93.6%
CALL_KW	320	0.3%	93.9%
COPY_FREE_VARS	320	0.3%	94.1%
DICT_MERGE	320	0.3%	94.4%
CALL_BUILTIN_CLASS	300	0.3%	94.7%
CALL_LEN	300	0.3%	94.9%
TO_BOOL_NONE	300	0.3%	95.2%
GET_ITER	280	0.2%	95.4%
SWAP	260	0.2%	95.6%
COMPARE_OP_STR	240	0.2%	95.8%	33.3%
EXTENDED_ARG	240	0.2%	96.0%
STORE_DEREF	240	0.2%	96.2%
BINARY_OP_ADD_INT	240	0.2%	96.4%
CALL_METHOD_DESCRIPTOR_O	240	0.2%	96.6%
TO_BOOL_INT	240	0.2%	96.8%
BINARY_SUBSCR	200	0.2%	97.0%
IS_OP	180	0.2%	97.1%
BINARY_SUBSCR_LIST_INT	180	0.2%	97.3%
CHECK_EXC_MATCH	160	0.1%	97.4%
MAKE_FUNCTION	160	0.1%	97.5%
POP_EXCEPT	160	0.1%	97.7%
PUSH_EXC_INFO	160	0.1%	97.8%
RETURN_GENERATOR	160	0.1%	97.9%
SET_FUNCTION_ATTRIBUTE	160	0.1%	98.1%
YIELD_VALUE	160	0.1%	98.2%
FOR_ITER_TUPLE	160	0.1%	98.3%
CALL_BOUND_METHOD_EXACT_ARGS	120	0.1%	98.4%	100.0%
BINARY_SUBSCR_TUPLE_INT	120	0.1%	98.5%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	120	0.1%	98.6%
CALL_METHOD_DESCRIPTOR_NOARGS	120	0.1%	98.7%
FOR_ITER_LIST	120	0.1%	98.8%
LOAD_ATTR_CLASS	120	0.1%	98.9%
LOAD_ATTR_METHOD_LAZY_DICT	120	0.1%	99.0%
LOAD_ATTR_SLOT	120	0.1%	99.1%
BINARY_OP_INPLACE_ADD_UNICODE	80	0.1%	99.2%
CALL_INTRINSIC_1	80	0.1%	99.3%
ENTER_EXECUTOR	80	0.1%	99.3%
FOR_ITER	80	0.1%	99.4%
LIST_EXTEND	80	0.1%	99.5%
BINARY_OP_ADD_UNICODE	80	0.1%	99.5%
CALL_BOUND_METHOD_GENERAL	60	0.1%	99.6%	100.0%
CALL_STR_1	60	0.1%	99.6%
CALL_TUPLE_1	60	0.1%	99.7%
CALL_TYPE_1	60	0.1%	99.7%
STORE_SUBSCR_DICT	60	0.1%	99.8%
TO_BOOL_ALWAYS_TRUE	60	0.1%	99.8%
UNPACK_SEQUENCE_TUPLE	60	0.1%	99.9%
STORE_SUBSCR	40	0.0%	99.9%
CONTAINS_OP	40	0.0%	100.0%
JUMP_BACKWARD	40	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_FAST LOAD_FAST	2,880	2.4%	2.4%
STORE_FAST LOAD_FAST	2,840	2.4%	4.8%
POP_JUMP_IF_FALSE LOAD_FAST	2,560	2.1%	6.9%
LOAD_FAST LOAD_ATTR	2,340	2.0%	8.9%
LOAD_FAST LOAD_CONST	2,340	2.0%	10.8%
LOAD_GLOBAL_BUILTIN LOAD_FAST	1,820	1.5%	12.3%
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	1,600	1.3%	13.7%
LOAD_FAST STORE_ATTR_INSTANCE_VALUE	1,480	1.2%	14.9%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE	1,480	1.2%	16.1%
TO_BOOL_BOOL POP_JUMP_IF_FALSE	1,420	1.2%	17.3%
PUSH_NULL LOAD_FAST	1,360	1.1%	18.5%
LOAD_ATTR_MODULE PUSH_NULL	1,360	1.1%	19.6%
LOAD_CONST LOAD_FAST	1,280	1.1%	20.7%
RESUME_CHECK LOAD_FAST	1,180	1.0%	21.7%
COMPARE_OP_INT POP_JUMP_IF_FALSE	1,140	1.0%	22.6%
LOAD_CONST LOAD_CONST	1,120	0.9%	23.5%
CACHE RESUME_CHECK	1,080	0.9%	24.4%
LOAD_FAST STORE_ATTR	1,080	0.9%	25.3%
POP_TOP LOAD_FAST	1,040	0.9%	26.2%
LOAD_FAST POP_JUMP_IF_NOT_NONE	1,040	0.9%	27.1%
LOAD_GLOBAL LOAD_GLOBAL_MODULE	1,000	0.8%	27.9%
LOAD_CONST STORE_FAST	960	0.8%	28.7%
CALL_PY_EXACT_ARGS RESUME_CHECK	940	0.8%	29.5%
LOAD_FAST CALL	920	0.8%	30.3%
TO_BOOL POP_JUMP_IF_FALSE	900	0.8%	31.0%
STORE_ATTR_INSTANCE_VALUE LOAD_FAST	900	0.8%	31.8%
RESUME_CHECK LOAD_GLOBAL_MODULE	860	0.7%	32.5%
LOAD_FAST LOAD_ATTR_METHOD_NO_DICT	800	0.7%	33.2%
RETURN_CONST INTERPRETER_EXIT	800	0.7%	33.8%
STORE_FAST LOAD_GLOBAL_MODULE	800	0.7%	34.5%
LOAD_FAST RETURN_VALUE	720	0.6%	35.1%
LOAD_FAST_LOAD_FAST LOAD_FAST	720	0.6%	35.7%
POP_JUMP_IF_NOT_NONE LOAD_FAST	720	0.6%	36.3%
LOAD_ATTR LOAD_ATTR_INSTANCE_VALUE	700	0.6%	36.9%
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST	700	0.6%	37.5%
LOAD_FAST POP_JUMP_IF_NONE	640	0.5%	38.0%
LOAD_FAST CALL_BUILTIN_FAST_WITH_KEYWORDS	640	0.5%	38.5%
LOAD_FAST CALL_METHOD_DESCRIPTOR_FAST	640	0.5%	39.1%
LOAD_ATTR LOAD_ATTR_MODULE	620	0.5%	39.6%
LOAD_GLOBAL_MODULE LOAD_ATTR	620	0.5%	40.1%
RETURN_VALUE INTERPRETER_EXIT	600	0.5%	40.6%
LOAD_CONST COMPARE_OP	600	0.5%	41.1%
LOAD_CONST COMPARE_OP_INT	600	0.5%	41.6%
NOP LOAD_FAST	560	0.5%	42.1%
LOAD_FAST LOAD_GLOBAL_BUILTIN	560	0.5%	42.5%
LOAD_GLOBAL LOAD_GLOBAL_BUILTIN	560	0.5%	43.0%
STORE_FAST LOAD_GLOBAL	560	0.5%	43.5%
LOAD_GLOBAL_MODULE LOAD_FAST	560	0.5%	43.9%
LOAD_FAST LOAD_GLOBAL	540	0.5%	44.4%
LOAD_GLOBAL LOAD_ATTR	540	0.5%	44.8%
STORE_ATTR_INSTANCE_VALUE LOAD_CONST	540	0.5%	45.3%
STORE_ATTR STORE_ATTR_INSTANCE_VALUE	520	0.4%	45.7%
CALL_ISINSTANCE TO_BOOL_BOOL	520	0.4%	46.2%
UNPACK_SEQUENCE_TWO_TUPLE STORE_FAST_STORE_FAST	500	0.4%	46.6%
LOAD_FAST DELETE_ATTR	480	0.4%	47.0%
LOAD_FAST CALL_PY_EXACT_ARGS	480	0.4%	47.4%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	480	0.4%	47.8%
LOAD_FAST_LOAD_FAST LOAD_FAST_LOAD_FAST	480	0.4%	48.2%
POP_JUMP_IF_FALSE LOAD_FAST_LOAD_FAST	480	0.4%	48.6%
POP_JUMP_IF_NONE LOAD_FAST	480	0.4%	49.0%
RETURN_CONST POP_TOP	480	0.4%	49.4%
STORE_FAST STORE_FAST	480	0.4%	49.8%
TO_BOOL TO_BOOL_BOOL	460	0.4%	50.2%
COMPARE_OP POP_JUMP_IF_FALSE	460	0.4%	50.6%
LOAD_CONST CALL	460	0.4%	50.9%
CALL_BUILTIN_FAST_WITH_KEYWORDS STORE_FAST	460	0.4%	51.3%
LOAD_FAST TO_BOOL	440	0.4%	51.7%
LOAD_GLOBAL LOAD_FAST	440	0.4%	52.1%
LOAD_GLOBAL_BUILTIN CALL_ISINSTANCE	440	0.4%	52.4%
TO_BOOL_BOOL POP_JUMP_IF_TRUE	440	0.4%	52.8%
POP_JUMP_IF_FALSE LOAD_GLOBAL	420	0.4%	53.1%
POP_TOP RETURN_CONST	400	0.3%	53.5%
LOAD_ATTR PUSH_NULL	400	0.3%	53.8%
LOAD_FAST_LOAD_FAST BUILD_TUPLE	400	0.3%	54.1%
POP_JUMP_IF_FALSE RETURN_CONST	400	0.3%	54.5%
POP_JUMP_IF_TRUE LOAD_FAST	400	0.3%	54.8%
STORE_FAST LOAD_CONST	400	0.3%	55.2%
LOAD_ATTR_INSTANCE_VALUE LOAD_FAST	400	0.3%	55.5%
RESUME_CHECK LOAD_GLOBAL_BUILTIN	400	0.3%	55.8%
COMPARE_OP COMPARE_OP_INT	380	0.3%	56.1%
CALL_METHOD_DESCRIPTOR_FAST STORE_FAST	360	0.3%	56.4%
CALL_PY_GENERAL RESUME_CHECK	360	0.3%	56.7%
STORE_ATTR_INSTANCE_VALUE RETURN_CONST	340	0.3%	57.0%
PUSH_NULL CALL	320	0.3%	57.3%
DELETE_ATTR LOAD_FAST	320	0.3%	57.6%
DICT_MERGE CALL_FUNCTION_EX	320	0.3%	57.8%
JUMP_FORWARD LOAD_FAST	320	0.3%	58.1%
LOAD_ATTR LOAD_ATTR	320	0.3%	58.4%
LOAD_CONST CALL_KW	320	0.3%	58.6%
LOAD_FAST COPY	320	0.3%	58.9%
LOAD_FAST TO_BOOL_STR	320	0.3%	59.2%
POP_JUMP_IF_NONE LOAD_CONST	320	0.3%	59.4%
RETURN_CONST STORE_FAST	320	0.3%	59.7%
STORE_FAST NOP	320	0.3%	60.0%
CALL STORE_FAST	300	0.3%	60.2%
STORE_ATTR LOAD_FAST	300	0.3%	60.5%
RESUME LOAD_FAST	300	0.3%	60.7%
LOAD_ATTR_INSTANCE_VALUE POP_JUMP_IF_NOT_NONE	300	0.3%	61.0%
TO_BOOL_STR POP_JUMP_IF_FALSE	300	0.3%	61.2%
LOAD_ATTR TO_BOOL	280	0.2%	61.4%

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.

BINARY_SLICE

Successors and predecessors for BINARY_SLICE

Predecessors	Count	Percentage
LOAD_FAST	240	60.0%
LOAD_CONST	160	40.0%

Successors	Count	Percentage
STORE_FAST	240	60.0%
GET_ITER	80	20.0%
LOAD_FAST	80	20.0%

CACHE

Successors and predecessors for CACHE

Successors	Count	Percentage
RESUME_CHECK	1,080	69.2%
RESUME	240	15.4%
POP_TOP	160	10.3%
MAKE_CELL	80	5.1%

BEFORE_WITH

Successors and predecessors for BEFORE_WITH

Predecessors	Count	Percentage
RETURN_VALUE	160	50.0%
CALL_NON_PY_GENERAL	60	18.8%
LOAD_ATTR_INSTANCE_VALUE	60	18.8%
CALL	20	6.2%
LOAD_ATTR	20	6.2%

Successors	Count	Percentage
POP_TOP	160	50.0%
STORE_FAST	160	50.0%

BINARY_OP_INPLACE_ADD_UNICODE

Successors and predecessors for BINARY_OP_INPLACE_ADD_UNICODE

Predecessors	Count	Percentage
BINARY_OP_ADD_UNICODE	80	100.0%

Successors	Count	Percentage
ENTER_EXECUTOR	80	100.0%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	200	100.0%

Successors	Count	Percentage
BINARY_SUBSCR_LIST_INT	60	30.0%
CALL	40	20.0%
STORE_FAST	40	20.0%
BINARY_SUBSCR_TUPLE_INT	40	20.0%
STORE_DEREF	20	10.0%

CHECK_EXC_MATCH

Successors and predecessors for CHECK_EXC_MATCH

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	140	87.5%
LOAD_GLOBAL	20	12.5%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	160	100.0%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
LOAD_FAST	200	71.4%
BINARY_SLICE	80	28.6%

Successors	Count	Percentage
FOR_ITER_TUPLE	120	42.9%
FOR_ITER	80	28.6%
FOR_ITER_LIST	80	28.6%

INTERPRETER_EXIT

Successors and predecessors for INTERPRETER_EXIT

Predecessors	Count	Percentage
RETURN_CONST	800	51.3%
RETURN_VALUE	600	38.5%
YIELD_VALUE	160	10.3%

MAKE_FUNCTION

Successors and predecessors for MAKE_FUNCTION

Predecessors	Count	Percentage
LOAD_CONST	160	100.0%

Successors	Count	Percentage
SET_FUNCTION_ATTRIBUTE	160	100.0%

NOP

Successors and predecessors for NOP

Predecessors	Count	Percentage
STORE_FAST	320	25.0%
DELETE_ATTR	160	12.5%
POP_JUMP_IF_NOT_NONE	160	12.5%
RESUME_CHECK	120	9.4%
NOP	80	6.2%

Successors	Count	Percentage
LOAD_FAST	560	43.8%
LOAD_GLOBAL_BUILTIN	240	18.8%
LOAD_GLOBAL	160	12.5%
NOP	80	6.2%
LOAD_CONST	80	6.2%

POP_EXCEPT

Successors and predecessors for POP_EXCEPT

Predecessors	Count	Percentage
POP_TOP	160	100.0%

Successors	Count	Percentage
RETURN_CONST	160	100.0%

POP_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
RETURN_CONST	480	17.5%
RETURN_VALUE	240	8.8%
CALL	240	8.8%
POP_JUMP_IF_TRUE	240	8.8%
CALL_METHOD_DESCRIPTOR_O	180	6.6%

Successors	Count	Percentage
LOAD_FAST	1,040	38.0%
RETURN_CONST	400	14.6%
LOAD_CONST	240	8.8%
POP_EXCEPT	160	5.8%
LOAD_FAST_LOAD_FAST	160	5.8%

PUSH_EXC_INFO

Successors and predecessors for PUSH_EXC_INFO

Predecessors	Count	Percentage
CALL_BUILTIN_FAST	140	87.5%
CALL	20	12.5%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	120	75.0%
LOAD_GLOBAL	40	25.0%

PUSH_NULL

Successors and predecessors for PUSH_NULL

Predecessors	Count	Percentage
LOAD_ATTR_MODULE	1,360	63.0%
LOAD_ATTR	400	18.5%
LOAD_FAST	240	11.1%
LOAD_DEREF	160	7.4%

Successors	Count	Percentage
LOAD_FAST	1,360	63.0%
CALL	320	14.8%
CALL_NON_PY_GENERAL	240	11.1%
LOAD_DEREF	160	7.4%
LOAD_CONST	80	3.7%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR

Predecessors	Count	Percentage
CALL_FUNCTION_EX	160	100.0%

Successors	Count	Percentage
LOAD_FAST	160	100.0%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
LOAD_FAST	720	36.4%
BUILD_TUPLE	240	12.1%
CALL_BUILTIN_FAST	220	11.1%
CALL_NON_PY_GENERAL	200	10.1%
LOAD_ATTR_INSTANCE_VALUE	120	6.1%

Successors	Count	Percentage
INTERPRETER_EXIT	600	30.3%
POP_TOP	240	12.1%
STORE_FAST	240	12.1%
BEFORE_WITH	160	8.1%
TO_BOOL	120	6.1%

STORE_SUBSCR

Successors and predecessors for STORE_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	40	100.0%

Successors	Count	Percentage
LOAD_FAST	20	50.0%
STORE_SUBSCR_DICT	20	50.0%

TO_BOOL

Successors and predecessors for TO_BOOL

Predecessors	Count	Percentage
LOAD_FAST	440	22.4%
LOAD_ATTR	280	14.3%
LOAD_ATTR_INSTANCE_VALUE	280	14.3%
COPY	160	8.2%
RETURN_VALUE	120	6.1%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	900	45.9%
TO_BOOL_BOOL	460	23.5%
POP_JUMP_IF_TRUE	180	9.2%
TO_BOOL	120	6.1%
TO_BOOL_NONE	100	5.1%

BINARY_OP

Successors and predecessors for BINARY_OP

Predecessors	Count	Percentage
LOAD_FAST	240	36.4%
CALL_LEN	240	36.4%
BINARY_OP	100	15.2%
BUILD_LIST	80	12.1%

Successors	Count	Percentage
STORE_FAST	240	36.4%
COMPARE_OP_STR	240	36.4%
BINARY_OP	100	15.2%
LOAD_FAST	80	12.1%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
LOAD_FAST	160	33.3%
STORE_FAST	80	16.7%
CALL_STR_1	60	12.5%
LOAD_ATTR_INSTANCE_VALUE	60	12.5%
RESUME_CHECK	60	12.5%

Successors	Count	Percentage
STORE_FAST	240	50.0%
BINARY_OP	80	16.7%
LOAD_FAST	80	16.7%
LOAD_ATTR	40	8.3%
LOAD_ATTR_METHOD_NO_DICT	40	8.3%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
LOAD_FAST	160	50.0%
CALL_INTRINSIC_1	80	25.0%
LOAD_DEREF	80	25.0%

Successors	Count	Percentage
LOAD_FAST	240	75.0%
LOAD_DEREF	80	25.0%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	400	55.6%
LOAD_FAST	160	22.2%
LOAD_DEREF	80	11.1%
LOAD_GLOBAL_BUILTIN	60	8.3%
LOAD_GLOBAL	20	2.8%

Successors	Count	Percentage
RETURN_VALUE	240	33.3%
LOAD_CONST	160	22.2%
CALL	120	16.7%
STORE_FAST	80	11.1%
CALL_METHOD_DESCRIPTOR_O	80	11.1%

CALL

Successors and predecessors for CALL

Predecessors	Count	Percentage
LOAD_FAST	920	29.1%
LOAD_CONST	460	14.6%
PUSH_NULL	320	10.1%
LOAD_ATTR	200	6.3%
LOAD_GLOBAL	180	5.7%

Successors	Count	Percentage
STORE_FAST	300	9.5%
LOAD_FAST	260	8.2%
POP_TOP	240	7.6%
RESUME	220	7.0%
CALL_PY_EXACT_ARGS	220	7.0%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
DICT_MERGE	320	66.7%
LOAD_FAST	160	33.3%

Successors	Count	Percentage
RETURN_GENERATOR	160	33.3%
POP_TOP	80	16.7%
COPY_FREE_VARS	80	16.7%
MAKE_CELL	80	16.7%
LOAD_GLOBAL	40	8.3%

CALL_INTRINSIC_1

Successors and predecessors for CALL_INTRINSIC_1

Predecessors	Count	Percentage
LIST_EXTEND	80	100.0%

Successors	Count	Percentage
BUILD_MAP	80	100.0%

CALL_KW

Successors and predecessors for CALL_KW

Predecessors	Count	Percentage
LOAD_CONST	320	100.0%

Successors	Count	Percentage
RESUME_CHECK	120	37.5%
LOAD_FAST	80	25.0%
STORE_FAST	80	25.0%
RESUME	40	12.5%

COMPARE_OP

Successors and predecessors for COMPARE_OP

Predecessors	Count	Percentage
LOAD_CONST	600	69.8%
LOAD_FAST_LOAD_FAST	80	9.3%
LOAD_GLOBAL	60	7.0%
LOAD_GLOBAL_MODULE	60	7.0%
COMPARE_OP	20	2.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	460	53.5%
COMPARE_OP_INT	380	44.2%
COMPARE_OP	20	2.3%

CONTAINS_OP

Successors and predecessors for CONTAINS_OP

Predecessors	Count	Percentage
LOAD_ATTR	40	100.0%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	40	100.0%

COPY

Successors and predecessors for COPY

Predecessors	Count	Percentage
LOAD_FAST	320	80.0%
RETURN_VALUE	80	20.0%

Successors	Count	Percentage
TO_BOOL	160	40.0%
TO_BOOL_NONE	120	30.0%
LOAD_FAST	80	20.0%
TO_BOOL_BOOL	40	10.0%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CALL_PY_GENERAL	120	37.5%
CALL_FUNCTION_EX	80	25.0%
CALL	60	18.8%
CALL_PY_EXACT_ARGS	60	18.8%

Successors	Count	Percentage
RESUME_CHECK	260	81.2%
RESUME	60	18.8%

DELETE_ATTR

Successors and predecessors for DELETE_ATTR

Predecessors	Count	Percentage
LOAD_FAST	480	100.0%

Successors	Count	Percentage
LOAD_FAST	320	66.7%
NOP	160	33.3%

DICT_MERGE

Successors and predecessors for DICT_MERGE

Predecessors	Count	Percentage
LOAD_FAST	240	75.0%
LOAD_DEREF	80	25.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	320	100.0%

ENTER_EXECUTOR

Successors and predecessors for ENTER_EXECUTOR

Predecessors	Count	Percentage
BINARY_OP_INPLACE_ADD_UNICODE	80	100.0%

Successors	Count	Percentage
POP_TOP	80	100.0%

EXTENDED_ARG

Successors and predecessors for EXTENDED_ARG

Predecessors	Count	Percentage
LOAD_FAST	160	66.7%
TO_BOOL	80	33.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	80	33.3%
POP_JUMP_IF_NONE	80	33.3%
POP_JUMP_IF_NOT_NONE	80	33.3%

FOR_ITER

Successors and predecessors for FOR_ITER

Predecessors	Count	Percentage
GET_ITER	80	100.0%

Successors	Count	Percentage
FOR_ITER_LIST	40	50.0%
NOP	20	25.0%
RETURN_CONST	20	25.0%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_CONST	80	44.4%
LOAD_GLOBAL_MODULE	60	33.3%
LOAD_GLOBAL	40	22.2%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	100	55.6%
STORE_FAST	80	44.4%

JUMP_BACKWARD

Successors and predecessors for JUMP_BACKWARD

Predecessors	Count	Percentage
POP_JUMP_IF_TRUE	40	100.0%

Successors	Count	Percentage
FOR_ITER_TUPLE	40	100.0%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	240	42.9%
POP_JUMP_IF_FALSE	160	28.6%
POP_TOP	80	14.3%
POP_JUMP_IF_NOT_NONE	80	14.3%

Successors	Count	Percentage
LOAD_FAST	320	57.1%
LOAD_CONST	80	14.3%
LOAD_GLOBAL	80	14.3%
LOAD_GLOBAL_BUILTIN	40	7.1%
LOAD_GLOBAL_MODULE	40	7.1%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_FAST	80	100.0%

Successors	Count	Percentage
CALL_INTRINSIC_1	80	100.0%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_FAST	2,340	55.2%
LOAD_GLOBAL_MODULE	620	14.6%
LOAD_GLOBAL	540	12.7%
LOAD_ATTR	320	7.5%
LOAD_ATTR_MODULE	120	2.8%

Successors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	700	16.5%
LOAD_ATTR_MODULE	620	14.6%
PUSH_NULL	400	9.4%
LOAD_ATTR	320	7.5%
TO_BOOL	280	6.6%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
LOAD_FAST	2,340	31.7%
LOAD_CONST	1,120	15.2%
STORE_ATTR_INSTANCE_VALUE	540	7.3%
STORE_FAST	400	5.4%
POP_JUMP_IF_NONE	320	4.3%

Successors	Count	Percentage
LOAD_FAST	1,280	17.3%
LOAD_CONST	1,120	15.2%
STORE_FAST	960	13.0%
COMPARE_OP	600	8.1%
COMPARE_OP_INT	600	8.1%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
POP_JUMP_IF_FALSE	240	20.0%
PUSH_NULL	160	13.3%
LOAD_GLOBAL_MODULE	140	11.7%
LOAD_ATTR_MODULE	120	10.0%
NOP	80	6.7%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	240	20.0%
PUSH_NULL	160	13.3%
CALL	160	13.3%
CALL_PY_EXACT_ARGS	120	10.0%
BUILD_MAP	80	6.7%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
LOAD_FAST	2,880	11.6%
STORE_FAST	2,840	11.4%
POP_JUMP_IF_FALSE	2,560	10.3%
LOAD_GLOBAL_BUILTIN	1,820	7.3%
PUSH_NULL	1,360	5.5%

Successors	Count	Percentage
LOAD_FAST	2,880	11.6%
LOAD_ATTR	2,340	9.4%
LOAD_CONST	2,340	9.4%
LOAD_ATTR_INSTANCE_VALUE	1,600	6.4%
STORE_ATTR_INSTANCE_VALUE	1,480	6.0%

LOAD_FAST_LOAD_FAST

Successors and predecessors for LOAD_FAST_LOAD_FAST

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	480	15.9%
POP_JUMP_IF_FALSE	480	15.9%
LOAD_ATTR	260	8.6%
LOAD_DEREF	240	7.9%
STORE_FAST_STORE_FAST	240	7.9%

Successors	Count	Percentage
LOAD_FAST	720	23.8%
LOAD_FAST_LOAD_FAST	480	15.9%
BUILD_TUPLE	400	13.2%
STORE_ATTR	280	9.3%
LOAD_GLOBAL_BUILTIN	240	7.9%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
STORE_FAST	560	17.6%
LOAD_FAST	540	17.0%
POP_JUMP_IF_FALSE	420	13.2%
RESUME	220	6.9%
RESUME_CHECK	220	6.9%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	1,000	31.4%
LOAD_GLOBAL_BUILTIN	560	17.6%
LOAD_ATTR	540	17.0%
LOAD_FAST	440	13.8%
CALL	180	5.7%

MAKE_CELL

Successors and predecessors for MAKE_CELL

Predecessors	Count	Percentage
MAKE_CELL	160	40.0%
CACHE	80	20.0%
CALL_FUNCTION_EX	80	20.0%
CALL_PY_EXACT_ARGS	60	15.0%
CALL	20	5.0%

Successors	Count	Percentage
RESUME_CHECK	180	45.0%
MAKE_CELL	160	40.0%
RESUME	60	15.0%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE

Predecessors	Count	Percentage
TO_BOOL_BOOL	1,420	27.2%
COMPARE_OP_INT	1,140	21.8%
TO_BOOL	900	17.2%
COMPARE_OP	460	8.8%
TO_BOOL_STR	300	5.7%

Successors	Count	Percentage
LOAD_FAST	2,560	49.0%
LOAD_FAST_LOAD_FAST	480	9.2%
LOAD_GLOBAL	420	8.0%
RETURN_CONST	400	7.7%
LOAD_GLOBAL_MODULE	280	5.4%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_FAST	640	72.7%
LOAD_ATTR_INSTANCE_VALUE	120	13.6%
EXTENDED_ARG	80	9.1%
LOAD_ATTR	40	4.5%

Successors	Count	Percentage
LOAD_FAST	480	54.5%
LOAD_CONST	320	36.4%
NOP	80	9.1%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE

Predecessors	Count	Percentage
LOAD_FAST	1,040	61.9%
LOAD_ATTR_INSTANCE_VALUE	300	17.9%
LOAD_ATTR	100	6.0%
EXTENDED_ARG	80	4.8%
LOAD_DEREF	80	4.8%

Successors	Count	Percentage
LOAD_FAST	720	42.9%
LOAD_GLOBAL	200	11.9%
NOP	160	9.5%
LOAD_CONST	160	9.5%
LOAD_GLOBAL_BUILTIN	120	7.1%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
TO_BOOL_BOOL	440	47.8%
TO_BOOL	180	19.6%
TO_BOOL_NONE	180	19.6%
TO_BOOL_STR	80	8.7%
CONTAINS_OP	40	4.3%

Successors	Count	Percentage
LOAD_FAST	400	43.5%
POP_TOP	240	26.1%
NOP	80	8.7%
LOAD_GLOBAL	80	8.7%
LOAD_GLOBAL_MODULE	80	8.7%

RETURN_CONST

Successors and predecessors for RETURN_CONST

Predecessors	Count	Percentage
POP_TOP	400	23.8%
POP_JUMP_IF_FALSE	400	23.8%
STORE_ATTR_INSTANCE_VALUE	340	20.2%
STORE_ATTR	220	13.1%
POP_EXCEPT	160	9.5%

Successors	Count	Percentage
INTERPRETER_EXIT	800	47.6%
POP_TOP	480	28.6%
STORE_FAST	320	19.0%
TO_BOOL	40	2.4%
TO_BOOL_NONE	40	2.4%

SET_FUNCTION_ATTRIBUTE

Successors and predecessors for SET_FUNCTION_ATTRIBUTE

Predecessors	Count	Percentage
MAKE_FUNCTION	160	100.0%

Successors	Count	Percentage
STORE_FAST	160	100.0%

STORE_ATTR

Successors and predecessors for STORE_ATTR

Predecessors	Count	Percentage
LOAD_FAST	1,080	75.0%
LOAD_FAST_LOAD_FAST	280	19.4%
STORE_ATTR	80	5.6%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	520	36.1%
LOAD_FAST	300	20.8%
RETURN_CONST	220	15.3%
LOAD_CONST	180	12.5%
STORE_ATTR	80	5.6%

STORE_DEREF

Successors and predecessors for STORE_DEREF

Predecessors	Count	Percentage
RETURN_VALUE	80	33.3%
BINARY_SUBSCR_LIST_INT	60	25.0%
CALL_NON_PY_GENERAL	60	25.0%
BINARY_SUBSCR	20	8.3%
CALL	20	8.3%

Successors	Count	Percentage
LOAD_FAST	80	33.3%
LOAD_GLOBAL	80	33.3%
LOAD_GLOBAL_MODULE	80	33.3%

STORE_FAST

Successors and predecessors for STORE_FAST

Predecessors	Count	Percentage
LOAD_CONST	960	15.8%
STORE_FAST	480	7.9%
CALL_BUILTIN_FAST_WITH_KEYWORDS	460	7.6%
CALL_METHOD_DESCRIPTOR_FAST	360	5.9%
RETURN_CONST	320	5.3%

Successors	Count	Percentage
LOAD_FAST	2,840	46.7%
LOAD_GLOBAL_MODULE	800	13.2%
LOAD_GLOBAL	560	9.2%
STORE_FAST	480	7.9%
LOAD_CONST	400	6.6%

STORE_FAST_STORE_FAST

Successors and predecessors for STORE_FAST_STORE_FAST

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	500	78.1%
UNPACK_SEQUENCE	140	21.9%

Successors	Count	Percentage
LOAD_FAST	240	37.5%
LOAD_FAST_LOAD_FAST	240	37.5%
LOAD_CONST	160	25.0%

SWAP

Successors and predecessors for SWAP

Predecessors	Count	Percentage
LOAD_FAST	160	61.5%
RETURN_VALUE	80	30.8%
LOAD_GLOBAL	20	7.7%

Successors	Count	Percentage
LOAD_FAST	160	61.5%
LOAD_CONST	80	30.8%
POP_TOP	20	7.7%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE

Predecessors	Count	Percentage
LOAD_CONST	120	33.3%
RETURN_VALUE	80	22.2%
CALL	80	22.2%
CALL_NON_PY_GENERAL	40	11.1%
CALL_BUILTIN_FAST	20	5.6%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	160	44.4%
STORE_FAST_STORE_FAST	140	38.9%
STORE_FAST	40	11.1%
UNPACK_SEQUENCE_TUPLE	20	5.6%

YIELD_VALUE

Successors and predecessors for YIELD_VALUE

Predecessors	Count	Percentage
LOAD_CONST	80	50.0%
LOAD_FAST	80	50.0%

Successors	Count	Percentage
INTERPRETER_EXIT	160	100.0%

RESUME

Successors and predecessors for RESUME

Predecessors	Count	Percentage
CACHE	240	36.4%
CALL	220	33.3%
COPY_FREE_VARS	60	9.1%
MAKE_CELL	60	9.1%
POP_TOP	40	6.1%

Successors	Count	Percentage
LOAD_FAST	300	45.5%
LOAD_GLOBAL	220	33.3%
NOP	40	6.1%
POP_TOP	40	6.1%
BUILD_LIST	20	3.0%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT

Predecessors	Count	Percentage
LOAD_CONST	240	100.0%

Successors	Count	Percentage
STORE_FAST	240	100.0%

BINARY_OP_ADD_UNICODE

Successors and predecessors for BINARY_OP_ADD_UNICODE

Predecessors	Count	Percentage
LOAD_FAST	80	100.0%

Successors	Count	Percentage
BINARY_OP_INPLACE_ADD_UNICODE	80	100.0%

BINARY_SUBSCR_LIST_INT

Successors and predecessors for BINARY_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_CONST	120	66.7%
BINARY_SUBSCR	60	33.3%

Successors	Count	Percentage
CALL_BUILTIN_CLASS	80	44.4%
STORE_DEREF	60	33.3%
CALL	40	22.2%

BINARY_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_CONST	80	66.7%
BINARY_SUBSCR	40	33.3%

Successors	Count	Percentage
STORE_FAST	120	100.0%

CALL_BOUND_METHOD_EXACT_ARGS

Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_CONST	80	66.7%
CALL	40	33.3%

Successors	Count	Percentage
POP_TOP	120	100.0%

CALL_BOUND_METHOD_GENERAL

Successors and predecessors for CALL_BOUND_METHOD_GENERAL

Predecessors	Count	Percentage
LOAD_CONST	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
POP_TOP	60	100.0%

CALL_BUILTIN_CLASS

Successors and predecessors for CALL_BUILTIN_CLASS

Predecessors	Count	Percentage
LOAD_FAST	120	40.0%
CALL	100	33.3%
BINARY_SUBSCR_LIST_INT	80	26.7%

Successors	Count	Percentage
STORE_FAST	240	80.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	40	13.3%
CALL	20	6.7%

CALL_BUILTIN_FAST

Successors and predecessors for CALL_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	240	27.3%
LOAD_CONST	200	22.7%
CALL	180	20.5%
LOAD_FAST	160	18.2%
LOAD_FAST_LOAD_FAST	60	6.8%

Successors	Count	Percentage
STORE_FAST	260	29.5%
RETURN_VALUE	220	25.0%
PUSH_EXC_INFO	140	15.9%
UNPACK_SEQUENCE_TWO_TUPLE	120	13.6%
POP_TOP	60	6.8%

CALL_BUILTIN_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_FAST	640	72.7%
CALL	160	18.2%
LOAD_FAST_LOAD_FAST	40	4.5%
CALL_BUILTIN_CLASS	40	4.5%

Successors	Count	Percentage
STORE_FAST	460	52.3%
LOAD_FAST	180	20.5%
POP_TOP	120	13.6%
CALL_TUPLE_1	40	4.5%
TO_BOOL_BOOL	40	4.5%

CALL_ISINSTANCE

Successors and predecessors for CALL_ISINSTANCE

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	440	71.0%
CALL	100	16.1%
BUILD_TUPLE	40	6.5%
LOAD_ATTR_MODULE	40	6.5%

Successors	Count	Percentage
TO_BOOL_BOOL	520	83.9%
TO_BOOL	100	16.1%

CALL_LEN

Successors and predecessors for CALL_LEN

Predecessors	Count	Percentage
LOAD_FAST	280	93.3%
CALL	20	6.7%

Successors	Count	Percentage
BINARY_OP	240	80.0%
LOAD_CONST	60	20.0%

CALL_METHOD_DESCRIPTOR_FAST

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST

Predecessors	Count	Percentage
LOAD_FAST	640	84.2%
CALL	40	5.3%
LOAD_CONST	40	5.3%
LOAD_ATTR_METHOD_LAZY_DICT	40	5.3%

Successors	Count	Percentage
STORE_FAST	360	47.4%
LOAD_CONST	240	31.6%
TO_BOOL_BOOL	160	21.1%

CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
CALL	40	33.3%
LOAD_DEREF	40	33.3%
LOAD_ATTR_METHOD_NO_DICT	40	33.3%

Successors	Count	Percentage
RETURN_VALUE	60	50.0%
STORE_FAST	60	50.0%

CALL_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
CALL	40	33.3%
LOAD_ATTR_METHOD_LAZY_DICT	40	33.3%
LOAD_ATTR_METHOD_NO_DICT	40	33.3%

Successors	Count	Percentage
POP_TOP	60	50.0%
UNPACK_SEQUENCE_TWO_TUPLE	40	33.3%
UNPACK_SEQUENCE	20	16.7%

CALL_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
BUILD_TUPLE	80	33.3%
CALL	80	33.3%
LOAD_CONST	40	16.7%
LOAD_FAST	40	16.7%

Successors	Count	Percentage
POP_TOP	180	75.0%
LOAD_CONST	60	25.0%

CALL_NON_PY_GENERAL

Successors and predecessors for CALL_NON_PY_GENERAL

Predecessors	Count	Percentage
PUSH_NULL	240	42.9%
CALL	160	28.6%
LOAD_FAST_LOAD_FAST	120	21.4%
LOAD_CONST	40	7.1%

Successors	Count	Percentage
RETURN_VALUE	200	35.7%
POP_TOP	120	21.4%
UNPACK_SEQUENCE_TWO_TUPLE	80	14.3%
BEFORE_WITH	60	10.7%
STORE_DEREF	60	10.7%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST	480	45.3%
CALL	220	20.8%
LOAD_DEREF	120	11.3%
LOAD_GLOBAL_MODULE	120	11.3%
LOAD_FAST_LOAD_FAST	80	7.5%

Successors	Count	Percentage
RESUME_CHECK	940	88.7%
COPY_FREE_VARS	60	5.7%
MAKE_CELL	60	5.7%

CALL_PY_GENERAL

Successors and predecessors for CALL_PY_GENERAL

Predecessors	Count	Percentage
CALL	160	33.3%
LOAD_FAST	160	33.3%
LOAD_ATTR_METHOD_WITH_VALUES	120	25.0%
LOAD_CONST	40	8.3%

Successors	Count	Percentage
RESUME_CHECK	360	75.0%
COPY_FREE_VARS	120	25.0%

CALL_STR_1

Successors and predecessors for CALL_STR_1

Predecessors	Count	Percentage
LOAD_FAST	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
BUILD_LIST	60	100.0%

CALL_TUPLE_1

Successors and predecessors for CALL_TUPLE_1

Predecessors	Count	Percentage
CALL_BUILTIN_FAST_WITH_KEYWORDS	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
LOAD_FAST	60	100.0%

CALL_TYPE_1

Successors and predecessors for CALL_TYPE_1

Predecessors	Count	Percentage
LOAD_FAST	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
LOAD_ATTR	60	100.0%

COMPARE_OP_INT

Successors and predecessors for COMPARE_OP_INT

Predecessors	Count	Percentage
LOAD_CONST	600	52.6%
COMPARE_OP	380	33.3%
LOAD_GLOBAL_MODULE	120	10.5%
LOAD_ATTR_INSTANCE_VALUE	40	3.5%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,140	100.0%

COMPARE_OP_STR

Successors and predecessors for COMPARE_OP_STR

Predecessors	Count	Percentage
BINARY_OP	240	100.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	240	100.0%

FOR_ITER_LIST

Successors and predecessors for FOR_ITER_LIST

Predecessors	Count	Percentage
GET_ITER	80	66.7%
FOR_ITER	40	33.3%

Successors	Count	Percentage
NOP	60	50.0%
RETURN_CONST	60	50.0%

FOR_ITER_TUPLE

Successors and predecessors for FOR_ITER_TUPLE

Predecessors	Count	Percentage
GET_ITER	120	75.0%
JUMP_BACKWARD	40	25.0%

Successors	Count	Percentage
STORE_FAST	140	87.5%
LOAD_GLOBAL	20	12.5%

LOAD_ATTR_CLASS

Successors and predecessors for LOAD_ATTR_CLASS

Predecessors	Count	Percentage
LOAD_FAST	80	66.7%
LOAD_ATTR	40	33.3%

Successors	Count	Percentage
LOAD_FAST	120	100.0%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	1,600	66.1%
LOAD_ATTR	700	28.9%
LOAD_FAST_LOAD_FAST	120	5.0%

Successors	Count	Percentage
LOAD_FAST	400	16.5%
POP_JUMP_IF_NOT_NONE	300	12.4%
TO_BOOL	280	11.6%
CALL_BUILTIN_FAST	240	9.9%
TO_BOOL_BOOL	200	8.3%

LOAD_ATTR_METHOD_LAZY_DICT

Successors and predecessors for LOAD_ATTR_METHOD_LAZY_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	80	66.7%
LOAD_ATTR	40	33.3%

Successors	Count	Percentage
CALL	40	33.3%
CALL_METHOD_DESCRIPTOR_FAST	40	33.3%
CALL_METHOD_DESCRIPTOR_NOARGS	40	33.3%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_FAST	800	71.4%
LOAD_ATTR	160	14.3%
LOAD_ATTR_INSTANCE_VALUE	120	10.7%
BUILD_LIST	40	3.6%

Successors	Count	Percentage
LOAD_FAST	700	62.5%
LOAD_CONST	120	10.7%
LOAD_FAST_LOAD_FAST	120	10.7%
LOAD_DEREF	60	5.4%
CALL	40	3.6%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	480	66.7%
LOAD_ATTR	240	33.3%

Successors	Count	Percentage
LOAD_FAST	240	33.3%
LOAD_FAST_LOAD_FAST	180	25.0%
CALL_PY_GENERAL	120	16.7%
CALL	60	8.3%
LOAD_CONST	60	8.3%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	1,480	65.5%
LOAD_ATTR	620	27.4%
LOAD_ATTR_MODULE	160	7.1%

Successors	Count	Percentage
PUSH_NULL	1,360	60.2%
LOAD_FAST	180	8.0%
LOAD_ATTR_MODULE	160	7.1%
LOAD_ATTR	120	5.3%
LOAD_DEREF	120	5.3%

LOAD_ATTR_SLOT

Successors and predecessors for LOAD_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_ATTR_MODULE	80	66.7%
LOAD_ATTR	40	33.3%

Successors	Count	Percentage
TO_BOOL_INT	80	66.7%
TO_BOOL	40	33.3%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
LOAD_FAST	560	19.2%
LOAD_GLOBAL	560	19.2%
RESUME_CHECK	400	13.7%
NOP	240	8.2%
LOAD_FAST_LOAD_FAST	240	8.2%

Successors	Count	Percentage
LOAD_FAST	1,820	62.3%
CALL_ISINSTANCE	440	15.1%
LOAD_GLOBAL_BUILTIN	200	6.8%
CHECK_EXC_MATCH	140	4.8%
CALL	120	4.1%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL	1,000	25.6%
RESUME_CHECK	860	22.1%
STORE_FAST	800	20.5%
LOAD_FAST	280	7.2%
POP_JUMP_IF_FALSE	280	7.2%

Successors	Count	Percentage
LOAD_ATTR_MODULE	1,480	37.9%
LOAD_ATTR	620	15.9%
LOAD_FAST	560	14.4%
TO_BOOL_BOOL	240	6.2%
CALL	140	3.6%

RESUME_CHECK

Successors and predecessors for RESUME_CHECK

Predecessors	Count	Percentage
CACHE	1,080	34.2%
CALL_PY_EXACT_ARGS	940	29.7%
CALL_PY_GENERAL	360	11.4%
COPY_FREE_VARS	260	8.2%
MAKE_CELL	180	5.7%

Successors	Count	Percentage
LOAD_FAST	1,180	37.3%
LOAD_GLOBAL_MODULE	860	27.2%
LOAD_GLOBAL_BUILTIN	400	12.7%
LOAD_GLOBAL	220	7.0%
NOP	120	3.8%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	1,480	69.8%
STORE_ATTR	520	24.5%
LOAD_FAST_LOAD_FAST	120	5.7%

Successors	Count	Percentage
LOAD_FAST	900	42.5%
LOAD_CONST	540	25.5%
RETURN_CONST	340	16.0%
LOAD_FAST_LOAD_FAST	140	6.6%
LOAD_GLOBAL_BUILTIN	120	5.7%

STORE_SUBSCR_DICT

Successors and predecessors for STORE_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_CONST	40	66.7%
STORE_SUBSCR	20	33.3%

Successors	Count	Percentage
LOAD_FAST	60	100.0%

TO_BOOL_ALWAYS_TRUE

Successors and predecessors for TO_BOOL_ALWAYS_TRUE

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	40	66.7%
TO_BOOL	20	33.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	60	100.0%

TO_BOOL_BOOL

Successors and predecessors for TO_BOOL_BOOL

Predecessors	Count	Percentage
CALL_ISINSTANCE	520	28.0%
TO_BOOL	460	24.7%
LOAD_GLOBAL_MODULE	240	12.9%
LOAD_ATTR_INSTANCE_VALUE	200	10.8%
LOAD_FAST	160	8.6%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,420	76.3%
POP_JUMP_IF_TRUE	440	23.7%

TO_BOOL_INT

Successors and predecessors for TO_BOOL_INT

Predecessors	Count	Percentage
TO_BOOL	80	33.3%
LOAD_ATTR_SLOT	80	33.3%
LOAD_FAST	40	16.7%
LOAD_ATTR_INSTANCE_VALUE	40	16.7%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	240	100.0%

TO_BOOL_NONE

Successors and predecessors for TO_BOOL_NONE

Predecessors	Count	Percentage
COPY	120	40.0%
TO_BOOL	100	33.3%
RETURN_CONST	40	13.3%
LOAD_ATTR_INSTANCE_VALUE	40	13.3%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	180	60.0%
POP_JUMP_IF_FALSE	120	40.0%

TO_BOOL_STR

Successors and predecessors for TO_BOOL_STR

Predecessors	Count	Percentage
LOAD_FAST	320	84.2%
RETURN_VALUE	40	10.5%
TO_BOOL	20	5.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	300	78.9%
POP_JUMP_IF_TRUE	80	21.1%

UNPACK_SEQUENCE_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TUPLE

Predecessors	Count	Percentage
RETURN_VALUE	40	66.7%
UNPACK_SEQUENCE	20	33.3%

Successors	Count	Percentage
STORE_FAST	60	100.0%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE

Predecessors	Count	Percentage
UNPACK_SEQUENCE	160	28.6%
LOAD_CONST	120	21.4%
CALL_BUILTIN_FAST	120	21.4%
CALL_NON_PY_GENERAL	80	14.3%
RETURN_VALUE	40	7.1%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	500	89.3%
STORE_FAST	60	10.7%

Specialization stats

Specialization stats by family

BINARY_OP

specialization stats for BINARY_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	560	52.8%
hit ⓘ Specialized instructions that complete.	400	37.7%

Success	Count	Ratio
Success	0	0.0%
Failure	100	100.0%

Failure kind	Count	Ratio
add other	60	60.0%
add different types	20	20.0%
multiply different types	20	20.0%

BINARY_SLICE

specialization stats for BINARY_SLICE family

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	100	20.0%
hit ⓘ Specialized instructions that complete.	300	60.0%

Success	Count	Ratio
Success	100	100.0%
Failure	0	0.0%

CALL

specialization stats for CALL family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	1,860	21.1%
hit ⓘ Specialized instructions that complete.	5,460	62.0%
miss ⓘ Specialized instructions that deopt.	180	2.0%

Success	Count	Ratio
Success	1,420	95.9%
Failure	60	4.1%

Failure kind	Count	Ratio
class no vectorcall	60	100.0%

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	540	24.1%
hit ⓘ Specialized instructions that complete.	1,300	58.0%
miss ⓘ Specialized instructions that deopt.	80	3.6%

Success	Count	Ratio
Success	380	95.0%
Failure	20	5.0%

Failure kind	Count	Ratio
different types	20	100.0%

CONTAINS_OP

specialization stats for CONTAINS_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	40	100.0%

FOR_ITER

specialization stats for FOR_ITER family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	40	11.1%
hit ⓘ Specialized instructions that complete.	280	77.8%

Success	Count	Ratio
Success	40	100.0%
Failure	0	0.0%

LOAD_ATTR

specialization stats for LOAD_ATTR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	2,460	22.1%
hit ⓘ Specialized instructions that complete.	6,720	60.4%
miss ⓘ Specialized instructions that deopt.	160	1.4%

Success	Count	Ratio
Success	1,840	94.8%
Failure	100	5.2%

Failure kind	Count	Ratio
metaclass attribute	40	40.0%
shadowed	20	20.0%
class attr simple	20	20.0%
class attr descriptor	20	20.0%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	2,380	23.8%
hit ⓘ Specialized instructions that complete.	6,020	60.2%
miss ⓘ Specialized instructions that deopt.	800	8.0%

Success	Count	Ratio
Success	1,600	100.0%
Failure	0	0.0%

POP_JUMP_IF_FALSE

specialization stats for POP_JUMP_IF_FALSE family

POP_JUMP_IF_NONE

specialization stats for POP_JUMP_IF_NONE family

POP_JUMP_IF_NOT_NONE

specialization stats for POP_JUMP_IF_NOT_NONE family

POP_JUMP_IF_TRUE

specialization stats for POP_JUMP_IF_TRUE family

STORE_ATTR

specialization stats for STORE_ATTR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	840	23.6%
hit ⓘ Specialized instructions that complete.	2,120	59.6%

Success	Count	Ratio
Success	520	86.7%
Failure	80	13.3%

Failure kind	Count	Ratio
class attr simple	60	75.0%
not managed dict	20	25.0%

STORE_SUBSCR

specialization stats for STORE_SUBSCR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	20	20.0%
hit ⓘ Specialized instructions that complete.	60	60.0%

Success	Count	Ratio
Success	20	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.	1,240	26.2%
hit ⓘ Specialized instructions that complete.	2,700	57.0%
miss ⓘ Specialized instructions that deopt.	80	1.7%

Success	Count	Ratio
Success	680	85.0%
Failure	120	15.0%

Failure kind	Count	Ratio
bytes	40	33.3%
sequence	40	33.3%
bytearray	20	16.7%
tuple	20	16.7%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	180	18.4%
hit ⓘ Specialized instructions that complete.	620	63.3%

Success	Count	Ratio
Success	180	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`.	62,920	52.5%
Not specialized ⓘ Instructions that could be specialized but aren't, e.g. `LOAD_ATTR`, `BINARY_SLICE`.	25,320	21.1%
Specialized hits ⓘ Specialized instructions, e.g. `LOAD_ATTR_MODULE` that complete.	30,240	25.2%
Specialized misses ⓘ Specialized instructions, e.g. `LOAD_ATTR_MODULE` that deopt.	1,300	1.1%

Deferred by instruction

Breakdown of deferred (not specialized) instruction counts by family

Name	Count	Ratio
LOAD_ATTR	2,460	24.0%
LOAD_GLOBAL	2,380	23.2%
CALL	1,860	18.1%
TO_BOOL	1,240	12.1%
STORE_ATTR	840	8.2%
BINARY_OP	560	5.5%
COMPARE_OP	540	5.3%
UNPACK_SEQUENCE	180	1.8%
BINARY_SUBSCR	100	1.0%
CONTAINS_OP	40	0.4%

Misses by instruction

Breakdown of misses (specialized deopts) instruction counts by family

Name	Count	Ratio
LOAD_GLOBAL_BUILTIN	800	61.5%
LOAD_ATTR_METHOD_NO_DICT	160	12.3%
CALL_BOUND_METHOD_EXACT_ARGS	120	9.2%
COMPARE_OP_STR	80	6.2%
TO_BOOL_STR	80	6.2%
CALL_BOUND_METHOD_GENERAL	60	4.6%
CACHE	0	0.0%
BEFORE_WITH	0	0.0%
BINARY_OP_INPLACE_ADD_UNICODE	0	0.0%
CHECK_EXC_MATCH	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	1,560	39.2%
Calls to Python functions inlined	2,420	60.8%
Calls via PyEval_EvalFrame (total)	1,560	39.2%
Calls via PyEval_EvalFrame (vector)	1,240	31.2%
Calls via PyEval_EvalFrame (generator)	320	8.0%
Calls via PyEval_EvalFrame (legacy)	0	0.0%
Calls via PyEval_EvalFrame (function vectorcall)	1,240	31.2%
Calls via PyEval_EvalFrame (build class)	0	0.0%
Calls via PyEval_EvalFrame (slot)	0	0.0%
Calls via PyEval_EvalFrame (function ex)	320	8.0%
Calls via PyEval_EvalFrame (api)	160	4.0%
Calls via PyEval_EvalFrame (method)	0	0.0%
Frame objects created	160	4.0%
Frames pushed	3,660	92.0%

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	4,960	31.5%
Frees to freelist	5,000
Allocations	10,780	68.5%
Allocations to 512 bytes	10,460	66.5%
Allocations to 4 kbytes	80	0.5%
Allocations over 4 kbytes	240	1.5%
Frees	10,629
Inline values	400
Interpreter increfs	39,380	57.4%
Interpreter decrefs	49,340	60.5%
Increfs	29,274	42.6%
Decrefs	32,240	39.5%
Materialize dict (on request)	0	0.0%
Materialize dict (new key)	0	0.0%
Materialize dict (too big)	0	0.0%
Materialize dict (str subclass)	0	0.0%
Method cache hits	7,455
Method cache misses	1,405
Method cache collisions	1,235
Method cache dunder hits	2,364
Method cache dunder misses	456

GC stats

GC collections and effectiveness

Collected/visits gives some measure of efficiency.

Generation	Collections	Objects collected	Object visits
0	0	0	0
1	0	0	0
2	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.	0
Traces created ⓘ The number of traces that were successfully created.	0
Trace stack overflow ⓘ A trace is truncated because it would require more than 5 stack frames.	0
Trace stack underflow ⓘ A potential trace is abandoned because it pops more frames than it pushes.	0
Trace too long ⓘ A trace is truncated because it is longer than the instruction buffer.	0
Trace too short ⓘ A potential trace is abandoced because it it too short.	0
Inner loop found ⓘ A trace is truncated because it has an inner loop	0
Recursive call ⓘ A trace is truncated because it has a recursive call.	0
Low confidence ⓘ A trace is abandoned because the likelihood of the jump to top being taken is too low.	0
Executors invalidated ⓘ The number of executors that were invalidated due to watched dictionary changes.	0
Traces executed ⓘ The number of traces that were executed	160
Uops executed ⓘ The total number of uops (micro-operations) that were executed	480	300.0%

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

Trace length histogram

trace length histogram

Range	Count	Ratio
<= 1	0

Optimized trace length histogram

optimized trace length histogram

Range	Count	Ratio
<= 1	0

Trace run length histogram

trace run length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	80	50.0%

Uop execution stats

uop execution stats

Name	Count	Self	Cumulative	Miss ratio
_GUARD_NOT_EXHAUSTED_TUPLE	80	16.7%	16.7%	100.0%
_EXIT_TRACE	80	16.7%	33.3%
_COLD_EXIT	80	16.7%	50.0%
_ITER_CHECK_TUPLE	80	16.7%	66.7%
_START_EXECUTOR	80	16.7%	83.3%
_TIER2_RESUME_CHECK	80	16.7%	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
_GUARD_NOT_EXHAUSTED_TUPLE _EXIT_TRACE	80	16.7%	16.7%
_ITER_CHECK_TUPLE _GUARD_NOT_EXHAUSTED_TUPLE	80	16.7%	33.3%
_START_EXECUTOR _TIER2_RESUME_CHECK	80	16.7%	50.0%
_TIER2_RESUME_CHECK _ITER_CHECK_TUPLE	80	16.7%	66.7%

Unsupported opcodes

unsupported opcodes

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: 2024-06-16

Files

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Pystats results

Execution counts

Pair counts

Predecessor/Successor Pairs

BINARY_SLICE

CACHE

BEFORE_WITH

BINARY_OP_INPLACE_ADD_UNICODE

BINARY_SUBSCR

CHECK_EXC_MATCH

GET_ITER

INTERPRETER_EXIT

MAKE_FUNCTION

NOP

POP_EXCEPT

POP_TOP

PUSH_EXC_INFO

PUSH_NULL

RETURN_GENERATOR

RETURN_VALUE

STORE_SUBSCR

TO_BOOL

BINARY_OP

BUILD_LIST

BUILD_MAP

BUILD_TUPLE

CALL

CALL_FUNCTION_EX

CALL_INTRINSIC_1

CALL_KW

COMPARE_OP

CONTAINS_OP

COPY

COPY_FREE_VARS

DELETE_ATTR

DICT_MERGE

ENTER_EXECUTOR

EXTENDED_ARG

FOR_ITER

IS_OP

JUMP_BACKWARD

JUMP_FORWARD

LIST_EXTEND

LOAD_ATTR

LOAD_CONST

LOAD_DEREF

LOAD_FAST

LOAD_FAST_LOAD_FAST

LOAD_GLOBAL

MAKE_CELL

POP_JUMP_IF_FALSE

POP_JUMP_IF_NONE

POP_JUMP_IF_NOT_NONE

POP_JUMP_IF_TRUE

RETURN_CONST

SET_FUNCTION_ATTRIBUTE

STORE_ATTR

STORE_DEREF

STORE_FAST

STORE_FAST_STORE_FAST

SWAP

UNPACK_SEQUENCE

YIELD_VALUE

RESUME

BINARY_OP_ADD_INT

BINARY_OP_ADD_UNICODE

BINARY_SUBSCR_LIST_INT

BINARY_SUBSCR_TUPLE_INT

CALL_BOUND_METHOD_EXACT_ARGS

CALL_BOUND_METHOD_GENERAL

CALL_BUILTIN_CLASS

CALL_BUILTIN_FAST

CALL_BUILTIN_FAST_WITH_KEYWORDS

CALL_ISINSTANCE