pgo.md

Execution counts

execution counts for all instructions

Name	Count	Self	Cumulative	Miss ratio
LOAD_FAST	72,565	15.8%	15.8%
LOAD_CONST	38,180	8.3%	24.1%
LOAD_GLOBAL_MODULE	21,118	4.6%	28.7%	5.8%
STORE_FAST	20,161	4.4%	33.0%
POP_JUMP_IF_FALSE	16,468	3.6%	36.6%
RESUME_CHECK	15,005	3.3%	39.9%	0.0%
CALL	13,996	3.0%	42.9%
POP_TOP	12,462	2.7%	45.6%
LOAD_FAST_LOAD_FAST	11,854	2.6%	48.2%
LOAD_ATTR_INSTANCE_VALUE	11,007	2.4%	50.6%	0.1%
LOAD_GLOBAL_BUILTIN	10,901	2.4%	53.0%	50.5%
RETURN_VALUE	9,492	2.1%	55.0%
LOAD_ATTR	8,966	1.9%	57.0%
LOAD_ATTR_MODULE	7,419	1.6%	58.6%	31.9%
TO_BOOL_BOOL	7,398	1.6%	60.2%	0.9%
STORE_NAME	6,963	1.5%	61.7%
RETURN_CONST	6,903	1.5%	63.2%
POP_JUMP_IF_TRUE	6,613	1.4%	64.7%
NOP	6,388	1.4%	66.1%
STORE_ATTR_INSTANCE_VALUE	5,622	1.2%	67.3%	1.6%
CALL_PY_EXACT_ARGS	5,531	1.2%	68.5%	5.4%
PUSH_NULL	5,387	1.2%	69.6%
LOAD_ATTR_METHOD_NO_DICT	5,371	1.2%	70.8%
INTERPRETER_EXIT	5,126	1.1%	71.9%
LOAD_GLOBAL	4,656	1.0%	72.9%
POP_JUMP_IF_NOT_NONE	4,611	1.0%	73.9%
LOAD_NAME	4,367	0.9%	74.9%
MAKE_FUNCTION	4,213	0.9%	75.8%
JUMP_BACKWARD	3,964	0.9%	76.7%
COMPARE_OP_STR	3,695	0.8%	77.5%	0.8%
COPY	2,865	0.6%	78.1%
CALL_BUILTIN_FAST	2,801	0.6%	78.7%	0.9%
CONTAINS_OP	2,752	0.6%	79.3%
SWAP	2,638	0.6%	79.9%
FOR_ITER_TUPLE	2,483	0.5%	80.4%	0.3%
EXTENDED_ARG	2,470	0.5%	81.0%
COMPARE_OP_INT	2,465	0.5%	81.5%
CALL_LEN	2,408	0.5%	82.0%
FOR_ITER_LIST	2,322	0.5%	82.5%	5.6%
BUILD_LIST	2,322	0.5%	83.0%
TO_BOOL	2,286	0.5%	83.5%
BUILD_TUPLE	2,231	0.5%	84.0%
GET_ITER	2,228	0.5%	84.5%
IS_OP	2,163	0.5%	85.0%
STORE_ATTR	2,155	0.5%	85.4%
CALL_METHOD_DESCRIPTOR_FAST	2,130	0.5%	85.9%	3.4%
LOAD_DEREF	2,120	0.5%	86.4%
BINARY_SUBSCR_STR_INT	1,837	0.4%	86.8%	1.8%
COPY_FREE_VARS	1,730	0.4%	87.1%
LOAD_ATTR_METHOD_WITH_VALUES	1,719	0.4%	87.5%	3.1%
LIST_APPEND	1,693	0.4%	87.9%
JUMP_FORWARD	1,686	0.4%	88.2%
STORE_FAST_LOAD_FAST	1,672	0.4%	88.6%
CALL_METHOD_DESCRIPTOR_O	1,576	0.3%	88.9%	10.9%
BINARY_OP	1,563	0.3%	89.3%
POP_JUMP_IF_NONE	1,547	0.3%	89.6%
CALL_BOUND_METHOD_EXACT_ARGS	1,455	0.3%	89.9%	33.2%
TO_BOOL_STR	1,395	0.3%	90.2%
STORE_FAST_STORE_FAST	1,367	0.3%	90.5%
ENTER_EXECUTOR	1,357	0.3%	90.8%
BINARY_SUBSCR	1,328	0.3%	91.1%
FOR_ITER	1,317	0.3%	91.4%
RESUME	1,316	0.3%	91.7%	0.2%
LOAD_ATTR_SLOT	1,309	0.3%	92.0%	1.1%
CALL_ISINSTANCE	1,302	0.3%	92.3%
COMPARE_OP	1,294	0.3%	92.5%
MAP_ADD	1,227	0.3%	92.8%
STORE_SUBSCR_DICT	1,205	0.3%	93.1%
UNPACK_SEQUENCE_TWO_TUPLE	1,200	0.3%	93.3%
SET_FUNCTION_ATTRIBUTE	1,164	0.3%	93.6%
BUILD_MAP	1,115	0.2%	93.8%
CALL_BUILTIN_FAST_WITH_KEYWORDS	1,079	0.2%	94.1%
BEFORE_WITH	1,048	0.2%	94.3%
CALL_KW	1,028	0.2%	94.5%
CALL_BUILTIN_O	1,024	0.2%	94.7%	1.2%
LOAD_SUPER_ATTR_METHOD	1,019	0.2%	95.0%
CALL_FUNCTION_EX	937	0.2%	95.2%
BINARY_SLICE	910	0.2%	95.4%
FORMAT_SIMPLE	902	0.2%	95.6%
TO_BOOL_NONE	896	0.2%	95.7%	36.3%
BINARY_SUBSCR_TUPLE_INT	887	0.2%	95.9%
BINARY_SUBSCR_DICT	837	0.2%	96.1%
TO_BOOL_INT	765	0.2%	96.3%
CALL_LIST_APPEND	740	0.2%	96.4%
BINARY_OP_ADD_INT	732	0.2%	96.6%
BINARY_OP_ADD_UNICODE	731	0.2%	96.8%
POP_EXCEPT	638	0.1%	96.9%
PUSH_EXC_INFO	638	0.1%	97.0%
CHECK_EXC_MATCH	636	0.1%	97.2%
STORE_SUBSCR	623	0.1%	97.3%
DICT_MERGE	602	0.1%	97.4%
CALL_ALLOC_AND_ENTER_INIT	595	0.1%	97.6%	1.0%
EXIT_INIT_CHECK	589	0.1%	97.7%
BINARY_SUBSCR_LIST_INT	543	0.1%	97.8%	11.0%
LOAD_FAST_AND_CLEAR	543	0.1%	97.9%
LOAD_ATTR_PROPERTY	524	0.1%	98.1%
BUILD_STRING	512	0.1%	98.2%
LOAD_BUILD_CLASS	423	0.1%	98.3%
CALL_BUILTIN_CLASS	417	0.1%	98.3%
LOAD_FAST_CHECK	409	0.1%	98.4%
TO_BOOL_LIST	404	0.1%	98.5%
BINARY_OP_SUBTRACT_INT	402	0.1%	98.6%
FOR_ITER_RANGE	348	0.1%	98.7%
MAKE_CELL	347	0.1%	98.8%
YIELD_VALUE	339	0.1%	98.8%
IMPORT_NAME	337	0.1%	98.9%
CALL_METHOD_DESCRIPTOR_NOARGS	285	0.1%	99.0%	6.3%
UNPACK_SEQUENCE	271	0.1%	99.0%
IMPORT_FROM	262	0.1%	99.1%
RETURN_GENERATOR	260	0.1%	99.1%
CONVERT_VALUE	258	0.1%	99.2%
CALL_STR_1	258	0.1%	99.3%
CALL_TYPE_1	237	0.1%	99.3%
UNPACK_SEQUENCE_TUPLE	234	0.1%	99.4%
CALL_PY_WITH_DEFAULTS	210	0.0%	99.4%
BUILD_CONST_KEY_MAP	196	0.0%	99.4%
LIST_EXTEND	194	0.0%	99.5%
STORE_ATTR_SLOT	181	0.0%	99.5%
BINARY_SUBSCR_GETITEM	177	0.0%	99.6%
CALL_INTRINSIC_1	150	0.0%	99.6%
DELETE_SUBSCR	147	0.0%	99.6%
LOAD_SUPER_ATTR_ATTR	136	0.0%	99.7%
BINARY_OP_INPLACE_ADD_UNICODE	117	0.0%	99.7%
STORE_DEREF	104	0.0%	99.7%
LOAD_ATTR_CLASS	100	0.0%	99.7%
STORE_SUBSCR_LIST_INT	99	0.0%	99.8%
BUILD_SET	97	0.0%	99.8%
UNARY_NOT	93	0.0%	99.8%
CALL_TUPLE_1	93	0.0%	99.8%
COMPARE_OP_FLOAT	70	0.0%	99.8%	12.9%
UNARY_INVERT	69	0.0%	99.8%
BUILD_SLICE	66	0.0%	99.9%
DICT_UPDATE	63	0.0%	99.9%
LOAD_SUPER_ATTR	63	0.0%	99.9%
BINARY_OP_MULTIPLY_INT	63	0.0%	99.9%
DELETE_NAME	60	0.0%	99.9%
FOR_ITER_GEN	60	0.0%	99.9%
STORE_GLOBAL	45	0.0%	99.9%
LOAD_ATTR_NONDESCRIPTOR_NO_DICT	45	0.0%	99.9%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	44	0.0%	100.0%
RAISE_VARARGS	39	0.0%	100.0%
RERAISE	35	0.0%	100.0%
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES	30	0.0%	100.0%
SEND	27	0.0%	100.0%
END_FOR	15	0.0%	100.0%
UNARY_NEGATIVE	15	0.0%	100.0%
JUMP_BACKWARD_NO_INTERRUPT	15	0.0%	100.0%
END_SEND	6	0.0%	100.0%
GET_YIELD_FROM_ITER	6	0.0%	100.0%
DELETE_FAST	6	0.0%	100.0%
STORE_SLICE	5	0.0%	100.0%
SET_ADD	3	0.0%	100.0%
WITH_EXCEPT_START	2	0.0%	100.0%
UNPACK_SEQUENCE_LIST	2	0.0%	100.0%

Pair counts

Pair counts for top 100 pairs

Pair	Count	Self	Cumulative
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	9,971	2.2%	2.2%
STORE_FAST LOAD_FAST	8,888	1.9%	4.1%
LOAD_FAST LOAD_CONST	7,588	1.6%	5.7%
POP_JUMP_IF_FALSE LOAD_FAST	7,360	1.6%	7.3%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE	6,930	1.5%	8.9%
LOAD_CONST LOAD_CONST	6,324	1.4%	10.2%
LOAD_GLOBAL_BUILTIN LOAD_FAST	6,291	1.4%	11.6%
CALL_PY_EXACT_ARGS RESUME_CHECK	5,125	1.1%	12.7%
LOAD_FAST LOAD_ATTR	4,566	1.0%	13.7%
RESUME_CHECK LOAD_GLOBAL_MODULE	4,447	1.0%	14.7%
TO_BOOL_BOOL POP_JUMP_IF_FALSE	4,363	0.9%	15.6%
LOAD_GLOBAL_MODULE LOAD_FAST	4,330	0.9%	16.6%
RESUME_CHECK LOAD_FAST	4,293	0.9%	17.5%
LOAD_CONST MAKE_FUNCTION	4,213	0.9%	18.4%
STORE_NAME LOAD_CONST	3,923	0.9%	19.3%
LOAD_FAST LOAD_GLOBAL_MODULE	3,727	0.8%	20.1%
RETURN_CONST INTERPRETER_EXIT	3,367	0.7%	20.8%
LOAD_CONST LOAD_FAST	3,337	0.7%	21.5%
RETURN_VALUE STORE_FAST	3,224	0.7%	22.2%
LOAD_FAST STORE_ATTR_INSTANCE_VALUE	3,127	0.7%	22.9%
POP_TOP RETURN_CONST	3,104	0.7%	23.6%
CALL POP_TOP	3,102	0.7%	24.3%
TO_BOOL_BOOL POP_JUMP_IF_TRUE	2,942	0.6%	24.9%
POP_TOP LOAD_FAST	2,884	0.6%	25.5%
LOAD_CONST COMPARE_OP_STR	2,856	0.6%	26.1%
CACHE RESUME_CHECK	2,854	0.6%	26.8%
LOAD_FAST RETURN_VALUE	2,852	0.6%	27.4%
LOAD_FAST CALL	2,847	0.6%	28.0%
NOP LOAD_FAST	2,792	0.6%	28.6%
LOAD_FAST CALL_PY_EXACT_ARGS	2,771	0.6%	29.2%
POP_JUMP_IF_TRUE LOAD_FAST	2,699	0.6%	29.8%
LOAD_FAST POP_JUMP_IF_NOT_NONE	2,630	0.6%	30.4%
LOAD_FAST LOAD_ATTR_METHOD_NO_DICT	2,626	0.6%	30.9%
POP_JUMP_IF_NOT_NONE LOAD_FAST	2,511	0.5%	31.5%
MAKE_FUNCTION STORE_NAME	2,330	0.5%	32.0%
LOAD_FAST PUSH_NULL	2,276	0.5%	32.5%
PUSH_NULL LOAD_FAST	2,219	0.5%	33.0%
STORE_FAST LOAD_GLOBAL_MODULE	2,189	0.5%	33.4%
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST	2,182	0.5%	33.9%
LOAD_FAST_LOAD_FAST STORE_ATTR_INSTANCE_VALUE	2,170	0.5%	34.4%
LOAD_CONST STORE_FAST	2,108	0.5%	34.9%
LOAD_ATTR_INSTANCE_VALUE LOAD_FAST	2,083	0.5%	35.3%
CALL RESUME_CHECK	1,975	0.4%	35.7%
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE	1,946	0.4%	36.2%
LOAD_CONST CALL	1,939	0.4%	36.6%
RESUME_CHECK LOAD_GLOBAL_BUILTIN	1,926	0.4%	37.0%
STORE_FAST LOAD_GLOBAL_BUILTIN	1,924	0.4%	37.4%
POP_JUMP_IF_FALSE POP_TOP	1,908	0.4%	37.8%
LOAD_ATTR_MODULE CALL	1,887	0.4%	38.2%
RETURN_CONST POP_TOP	1,815	0.4%	38.6%
IS_OP POP_JUMP_IF_FALSE	1,785	0.4%	39.0%
COPY TO_BOOL_BOOL	1,749	0.4%	39.4%
COMPARE_OP_INT POP_JUMP_IF_FALSE	1,741	0.4%	39.8%
CONTAINS_OP POP_JUMP_IF_FALSE	1,701	0.4%	40.2%
LOAD_ATTR LOAD_FAST	1,678	0.4%	40.5%
LOAD_GLOBAL_MODULE LOAD_FAST_LOAD_FAST	1,669	0.4%	40.9%
LOAD_FAST_LOAD_FAST CALL	1,550	0.3%	41.2%
LOAD_FAST LOAD_FAST	1,525	0.3%	41.5%
STORE_NAME LOAD_NAME	1,522	0.3%	41.9%
COMPARE_OP_STR POP_JUMP_IF_FALSE	1,516	0.3%	42.2%
LOAD_CONST BINARY_SUBSCR_STR_INT	1,475	0.3%	42.5%
LOAD_GLOBAL_MODULE IS_OP	1,470	0.3%	42.8%
RETURN_VALUE INTERPRETER_EXIT	1,465	0.3%	43.2%
CALL STORE_FAST	1,465	0.3%	43.5%
LOAD_CONST COMPARE_OP_INT	1,464	0.3%	43.8%
COPY_FREE_VARS RESUME_CHECK	1,462	0.3%	44.1%
STORE_FAST LOAD_CONST	1,458	0.3%	44.4%
STORE_FAST NOP	1,455	0.3%	44.8%
LOAD_CONST CALL_BUILTIN_FAST	1,453	0.3%	45.1%
STORE_ATTR_INSTANCE_VALUE LOAD_FAST	1,414	0.3%	45.4%
LOAD_FAST CALL_LEN	1,409	0.3%	45.7%
RESUME_CHECK NOP	1,406	0.3%	46.0%
LOAD_FAST_LOAD_FAST LOAD_FAST	1,399	0.3%	46.3%
LOAD_ATTR_METHOD_NO_DICT LOAD_CONST	1,365	0.3%	46.6%
CACHE COPY_FREE_VARS	1,360	0.3%	46.9%
LOAD_FAST GET_ITER	1,356	0.3%	47.2%
NOP LOAD_GLOBAL_MODULE	1,342	0.3%	47.5%
LOAD_ATTR_MODULE LOAD_FAST	1,309	0.3%	47.8%
BINARY_SUBSCR_STR_INT LOAD_CONST	1,276	0.3%	48.0%
JUMP_BACKWARD FOR_ITER_LIST	1,256	0.3%	48.3%
STORE_FAST LOAD_FAST_LOAD_FAST	1,247	0.3%	48.6%
STORE_ATTR_INSTANCE_VALUE LOAD_FAST_LOAD_FAST	1,227	0.3%	48.8%
LOAD_FAST TO_BOOL_BOOL	1,191	0.3%	49.1%
LOAD_GLOBAL LOAD_GLOBAL_MODULE	1,179	0.3%	49.4%
POP_JUMP_IF_TRUE LOAD_GLOBAL_BUILTIN	1,169	0.3%	49.6%
LIST_APPEND JUMP_BACKWARD	1,162	0.3%	49.9%
LOAD_DEREF LOAD_FAST	1,146	0.2%	50.1%
POP_TOP LOAD_CONST	1,145	0.2%	50.4%
TO_BOOL_STR POP_JUMP_IF_FALSE	1,136	0.2%	50.6%
LOAD_ATTR STORE_FAST	1,131	0.2%	50.9%
CALL_ISINSTANCE TO_BOOL_BOOL	1,128	0.2%	51.1%
STORE_ATTR_INSTANCE_VALUE RETURN_CONST	1,125	0.2%	51.3%
LOAD_CONST STORE_NAME	1,120	0.2%	51.6%
LOAD_CONST MAP_ADD	1,119	0.2%	51.8%
MAKE_FUNCTION SET_FUNCTION_ATTRIBUTE	1,108	0.2%	52.1%
JUMP_BACKWARD FOR_ITER_TUPLE	1,083	0.2%	52.3%
RESUME_CHECK LOAD_FAST_LOAD_FAST	1,079	0.2%	52.5%
CALL_BOUND_METHOD_EXACT_ARGS RESUME_CHECK	1,070	0.2%	52.8%
LOAD_ATTR_METHOD_NO_DICT LOAD_GLOBAL_MODULE	1,070	0.2%	53.0%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	1,062	0.2%	53.2%

Predecessor/Successor Pairs

Top 5 predecessors and successors of each opcode

BINARY_SLICE

Successors and predecessors for BINARY_SLICE

Predecessors	Count	Percentage
LOAD_CONST	710	78.0%
LOAD_FAST	200	22.0%

Successors	Count	Percentage
LOAD_FAST	191	21.0%
SWAP	183	20.1%
LOAD_CONST	147	16.2%
BUILD_TUPLE	142	15.6%
LOAD_DEREF	142	15.6%

STORE_SLICE

Successors and predecessors for STORE_SLICE

Predecessors	Count	Percentage
BINARY_OP	3	60.0%
LOAD_CONST	2	40.0%

Successors	Count	Percentage
JUMP_BACKWARD	3	60.0%
LOAD_FAST	2	40.0%

CACHE

Successors and predecessors for CACHE

Successors	Count	Percentage
RESUME_CHECK	2,854	54.7%
COPY_FREE_VARS	1,360	26.1%
RESUME	694	13.3%
POP_TOP	236	4.5%
MAKE_CELL	69	1.3%

BEFORE_WITH

Successors and predecessors for BEFORE_WITH

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	338	32.3%
CALL	328	31.3%
RETURN_VALUE	310	29.6%
CALL_BUILTIN_FAST_WITH_KEYWORDS	66	6.3%
LOAD_ATTR	6	0.6%

Successors	Count	Percentage
POP_TOP	982	93.7%
STORE_FAST	66	6.3%

BINARY_OP_INPLACE_ADD_UNICODE

Successors and predecessors for BINARY_OP_INPLACE_ADD_UNICODE

Predecessors	Count	Percentage
BINARY_SUBSCR_STR_INT	54	46.2%
BINARY_OP_ADD_UNICODE	28	23.9%
LOAD_FAST_LOAD_FAST	18	15.4%
BINARY_OP	11	9.4%
RETURN_VALUE	6	5.1%

Successors	Count	Percentage
LOAD_FAST	78	66.7%
JUMP_BACKWARD	30	25.6%
LOAD_GLOBAL_BUILTIN	6	5.1%
LOAD_GLOBAL	3	2.6%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	898	67.6%
LOAD_FAST	222	16.7%
BINARY_SUBSCR	90	6.8%
BUILD_SLICE	63	4.7%
LOAD_FAST_LOAD_FAST	22	1.7%

Successors	Count	Percentage
LOAD_CONST	242	18.2%
SWAP	234	17.6%
BINARY_SUBSCR_TUPLE_INT	117	8.8%
STORE_FAST	110	8.3%
POP_JUMP_IF_NOT_NONE	107	8.1%

CHECK_EXC_MATCH

Successors and predecessors for CHECK_EXC_MATCH

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	537	84.4%
LOAD_GLOBAL	60	9.4%
BUILD_TUPLE	26	4.1%
LOAD_NAME	12	1.9%
LOAD_GLOBAL_MODULE	1	0.2%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	636	100.0%

DELETE_SUBSCR

Successors and predecessors for DELETE_SUBSCR

Predecessors	Count	Percentage
LOAD_FAST	144	98.0%
BUILD_SLICE	3	2.0%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	138	93.9%
LOAD_GLOBAL	6	4.1%
LOAD_NAME	3	2.0%

END_FOR

Successors and predecessors for END_FOR

Predecessors	Count	Percentage
RETURN_CONST	15	100.0%

Successors	Count	Percentage
LOAD_FAST	6	40.0%
RETURN_CONST	6	40.0%
STORE_FAST	3	20.0%

END_SEND

Successors and predecessors for END_SEND

Predecessors	Count	Percentage
SEND	6	100.0%

Successors	Count	Percentage
POP_TOP	6	100.0%

EXIT_INIT_CHECK

Successors and predecessors for EXIT_INIT_CHECK

Predecessors	Count	Percentage
RETURN_CONST	589	100.0%

Successors	Count	Percentage
RETURN_VALUE	589	100.0%

FORMAT_SIMPLE

Successors and predecessors for FORMAT_SIMPLE

Predecessors	Count	Percentage
LOAD_FAST	398	44.1%
CONVERT_VALUE	258	28.6%
LOAD_GLOBAL_MODULE	129	14.3%
LOAD_NAME	36	4.0%
LOAD_ATTR_MODULE	36	4.0%

Successors	Count	Percentage
LOAD_CONST	510	56.5%
BUILD_STRING	195	21.6%
LOAD_FAST	194	21.5%
LOAD_NAME	3	0.3%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
LOAD_FAST	1,356	60.9%
LOAD_ATTR_INSTANCE_VALUE	196	8.8%
LOAD_GLOBAL_MODULE	141	6.3%
LOAD_ATTR	140	6.3%
LOAD_CONST	86	3.9%

Successors	Count	Percentage
LOAD_FAST_AND_CLEAR	528	23.7%
FOR_ITER_TUPLE	451	20.2%
FOR_ITER_LIST	426	19.1%
FOR_ITER	311	14.0%
EXTENDED_ARG	210	9.4%

GET_YIELD_FROM_ITER

Successors and predecessors for GET_YIELD_FROM_ITER

Predecessors	Count	Percentage
CALL_KW	6	100.0%

Successors	Count	Percentage
LOAD_CONST	6	100.0%

INTERPRETER_EXIT

Successors and predecessors for INTERPRETER_EXIT

Predecessors	Count	Percentage
RETURN_CONST	3,367	65.7%
RETURN_VALUE	1,465	28.6%
YIELD_VALUE	294	5.7%

LOAD_BUILD_CLASS

Successors and predecessors for LOAD_BUILD_CLASS

Predecessors	Count	Percentage
STORE_NAME	347	82.0%
POP_TOP	62	14.7%
RETURN_VALUE	6	1.4%
STORE_DEREF	3	0.7%
STORE_GLOBAL	3	0.7%

Successors	Count	Percentage
PUSH_NULL	423	100.0%

MAKE_FUNCTION

Successors and predecessors for MAKE_FUNCTION

Predecessors	Count	Percentage
LOAD_CONST	4,213	100.0%

Successors	Count	Percentage
STORE_NAME	2,330	55.3%
SET_FUNCTION_ATTRIBUTE	1,108	26.3%
LOAD_CONST	426	10.1%
CALL	304	7.2%
STORE_FAST	19	0.5%

NOP

Successors and predecessors for NOP

Predecessors	Count	Percentage
STORE_FAST	1,455	22.8%
RESUME_CHECK	1,406	22.0%
POP_TOP	884	13.8%
POP_JUMP_IF_FALSE	497	7.8%
POP_JUMP_IF_NOT_NONE	413	6.5%

Successors	Count	Percentage
LOAD_FAST	2,792	43.7%
LOAD_GLOBAL_MODULE	1,342	21.0%
LOAD_CONST	720	11.3%
LOAD_GLOBAL_BUILTIN	567	8.9%
LOAD_FAST_LOAD_FAST	396	6.2%

POP_EXCEPT

Successors and predecessors for POP_EXCEPT

Predecessors	Count	Percentage
STORE_FAST	352	55.2%
POP_TOP	187	29.3%
COPY	21	3.3%
STORE_ATTR_INSTANCE_VALUE	21	3.3%
STORE_SUBSCR_DICT	17	2.7%

Successors	Count	Percentage
JUMP_BACKWARD	223	35.0%
ENTER_EXECUTOR	158	24.8%
JUMP_FORWARD	100	15.7%
RETURN_CONST	76	11.9%
LOAD_FAST	26	4.1%

POP_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
CALL	3,102	24.9%
POP_JUMP_IF_FALSE	1,908	15.3%
RETURN_CONST	1,815	14.6%
BEFORE_WITH	982	7.9%
CALL_BUILTIN_O	703	5.6%

Successors	Count	Percentage
RETURN_CONST	3,104	24.9%
LOAD_FAST	2,884	23.1%
LOAD_CONST	1,145	9.2%
NOP	884	7.1%
JUMP_BACKWARD	773	6.2%

PUSH_EXC_INFO

Successors and predecessors for PUSH_EXC_INFO

Predecessors	Count	Percentage
BINARY_SUBSCR_DICT	357	56.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	117	18.3%
LOAD_ATTR	47	7.4%
CALL	23	3.6%
BINARY_SUBSCR	22	3.4%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	498	78.1%
LOAD_GLOBAL	120	18.8%
LOAD_NAME	18	2.8%
WITH_EXCEPT_START	2	0.3%

PUSH_NULL

Successors and predecessors for PUSH_NULL

Predecessors	Count	Percentage
LOAD_FAST	2,276	42.2%
LOAD_ATTR_MODULE	831	15.4%
LOAD_NAME	749	13.9%
LOAD_BUILD_CLASS	423	7.9%
LOAD_ATTR	399	7.4%

Successors	Count	Percentage
LOAD_FAST	2,219	41.2%
LOAD_CONST	1,024	19.0%
LOAD_FAST_LOAD_FAST	810	15.0%
LOAD_NAME	358	6.6%
CALL	355	6.6%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR

Predecessors	Count	Percentage
COPY_FREE_VARS	204	78.5%
CALL	38	14.6%
CALL_PY_EXACT_ARGS	12	4.6%
CALL_BOUND_METHOD_EXACT_ARGS	6	2.3%

Successors	Count	Percentage
CALL_BUILTIN_FAST_WITH_KEYWORDS	138	53.1%
CALL_METHOD_DESCRIPTOR_O	39	15.0%
CALL	33	12.7%
GET_ITER	12	4.6%
RETURN_VALUE	12	4.6%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
LOAD_FAST	2,852	30.0%
RETURN_VALUE	725	7.6%
EXIT_INIT_CHECK	589	6.2%
POP_TOP	528	5.6%
LOAD_ATTR_INSTANCE_VALUE	493	5.2%

Successors	Count	Percentage
STORE_FAST	3,224	34.0%
INTERPRETER_EXIT	1,465	15.4%
TO_BOOL_BOOL	1,053	11.1%
RETURN_VALUE	725	7.6%
LOAD_FAST	706	7.4%

STORE_SUBSCR

Successors and predecessors for STORE_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	293	47.0%
LOAD_FAST_LOAD_FAST	144	23.1%
LOAD_FAST	138	22.2%
STORE_SUBSCR	36	5.8%
LOAD_ATTR	6	1.0%

Successors	Count	Percentage
STORE_SUBSCR_DICT	144	23.1%
JUMP_BACKWARD	72	11.6%
LOAD_FAST	51	8.2%
JUMP_FORWARD	42	6.7%
RETURN_CONST	42	6.7%

TO_BOOL

Successors and predecessors for TO_BOOL

Predecessors	Count	Percentage
LOAD_FAST	702	30.7%
CALL	281	12.3%
LOAD_NAME	212	9.3%
COPY	204	8.9%
LOAD_ATTR_INSTANCE_VALUE	184	8.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	991	43.4%
POP_JUMP_IF_TRUE	527	23.1%
TO_BOOL_BOOL	400	17.5%
TO_BOOL_INT	95	4.2%
TO_BOOL	77	3.4%

UNARY_INVERT

Successors and predecessors for UNARY_INVERT

Predecessors	Count	Percentage
LOAD_FAST	42	60.9%
LOAD_FAST_LOAD_FAST	27	39.1%

Successors	Count	Percentage
BINARY_OP	48	69.6%
LOAD_CONST	15	21.7%
LOAD_FAST	6	8.7%

UNARY_NEGATIVE

Successors and predecessors for UNARY_NEGATIVE

Predecessors	Count	Percentage
LOAD_FAST	12	80.0%
LOAD_GLOBAL	3	20.0%

Successors	Count	Percentage
CALL	6	40.0%
CALL_BUILTIN_CLASS	6	40.0%
BUILD_TUPLE	3	20.0%

UNARY_NOT

Successors and predecessors for UNARY_NOT

Predecessors	Count	Percentage
TO_BOOL_INT	63	67.7%
TO_BOOL_LIST	21	22.6%
TO_BOOL	9	9.7%

Successors	Count	Percentage
COPY	51	54.8%
STORE_FAST	18	19.4%
CALL_PY_EXACT_ARGS	18	19.4%
CALL	6	6.5%

WITH_EXCEPT_START

Successors and predecessors for WITH_EXCEPT_START

Predecessors	Count	Percentage
PUSH_EXC_INFO	2	100.0%

Successors	Count	Percentage
TO_BOOL	2	100.0%

BINARY_OP

Successors and predecessors for BINARY_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	339	21.7%
BINARY_OP	264	16.9%
LOAD_CONST	262	16.8%
LOAD_FAST_LOAD_FAST	213	13.6%
LOAD_FAST	137	8.8%

Successors	Count	Percentage
STORE_FAST	313	20.0%
TO_BOOL_INT	270	17.3%
BINARY_OP	264	16.9%
LOAD_FAST	171	10.9%
TO_BOOL	123	7.9%

BUILD_CONST_KEY_MAP

Successors and predecessors for BUILD_CONST_KEY_MAP

Predecessors	Count	Percentage
LOAD_CONST	196	100.0%

Successors	Count	Percentage
LOAD_CONST	97	49.5%
RETURN_VALUE	66	33.7%
STORE_NAME	21	10.7%
STORE_FAST	6	3.1%
DICT_UPDATE	3	1.5%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
SWAP	513	22.1%
STORE_ATTR_INSTANCE_VALUE	462	19.9%
LOAD_ATTR_INSTANCE_VALUE	238	10.2%
LOAD_FAST_LOAD_FAST	219	9.4%
RESUME_CHECK	185	8.0%

Successors	Count	Percentage
LOAD_FAST	714	30.7%
SWAP	513	22.1%
STORE_FAST	499	21.5%
COMPARE_OP	244	10.5%
CALL_METHOD_DESCRIPTOR_O	129	5.6%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
LOAD_FAST	388	34.8%
LOAD_CONST	183	16.4%
BUILD_TUPLE	151	13.5%
CALL_INTRINSIC_1	66	5.9%
DICT_UPDATE	54	4.8%

Successors	Count	Percentage
LOAD_FAST	746	66.9%
CALL_METHOD_DESCRIPTOR_FAST	168	15.1%
STORE_NAME	54	4.8%
LOAD_CONST	48	4.3%
EXTENDED_ARG	21	1.9%

BUILD_SET

Successors and predecessors for BUILD_SET

Predecessors	Count	Percentage
LOAD_ATTR	48	49.5%
LOAD_NAME	25	25.8%
LOAD_CONST	21	21.6%
SWAP	3	3.1%

Successors	Count	Percentage
CONTAINS_OP	48	49.5%
BINARY_OP	24	24.7%
STORE_NAME	9	9.3%
LOAD_NAME	7	7.2%
CALL	6	6.2%

BUILD_SLICE

Successors and predecessors for BUILD_SLICE

Predecessors	Count	Percentage
LOAD_CONST	66	100.0%

Successors	Count	Percentage
BINARY_SUBSCR	63	95.5%
DELETE_SUBSCR	3	4.5%

BUILD_STRING

Successors and predecessors for BUILD_STRING

Predecessors	Count	Percentage
LOAD_CONST	317	61.9%
FORMAT_SIMPLE	195	38.1%

Successors	Count	Percentage
STORE_FAST	423	82.6%
LOAD_FAST	29	5.7%
CALL	13	2.5%
STORE_NAME	12	2.3%
YIELD_VALUE	12	2.3%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE

Predecessors	Count	Percentage
LOAD_FAST	842	37.7%
LOAD_FAST_LOAD_FAST	336	15.1%
LOAD_NAME	150	6.7%
BINARY_SLICE	142	6.4%
LOAD_GLOBAL_MODULE	132	5.9%

Successors	Count	Percentage
LOAD_CONST	644	28.9%
RETURN_VALUE	331	14.8%
CALL_ISINSTANCE	162	7.3%
BUILD_MAP	151	6.8%
STORE_FAST	126	5.6%

CALL

Successors and predecessors for CALL

Predecessors	Count	Percentage
LOAD_FAST	2,847	20.3%
LOAD_CONST	1,939	13.9%
LOAD_ATTR_MODULE	1,887	13.5%
LOAD_FAST_LOAD_FAST	1,550	11.1%
CALL	981	7.0%

Successors	Count	Percentage
POP_TOP	3,102	22.2%
RESUME_CHECK	1,975	14.1%
STORE_FAST	1,465	10.5%
STORE_NAME	990	7.1%
CALL	981	7.0%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
DICT_MERGE	602	64.2%
LOAD_FAST	266	28.4%
CALL_INTRINSIC_1	66	7.0%
LOAD_CONST	3	0.3%

Successors	Count	Percentage
RETURN_VALUE	409	43.6%
LOAD_GLOBAL_MODULE	223	23.8%
STORE_FAST	187	20.0%
RESUME_CHECK	80	8.5%
POP_TOP	12	1.3%

CALL_INTRINSIC_1

Successors and predecessors for CALL_INTRINSIC_1

Predecessors	Count	Percentage
LIST_EXTEND	132	88.0%
IMPORT_NAME	18	12.0%

Successors	Count	Percentage
BUILD_MAP	66	44.0%
CALL_FUNCTION_EX	66	44.0%
POP_TOP	18	12.0%

CALL_KW

Successors and predecessors for CALL_KW

Predecessors	Count	Percentage
LOAD_CONST	1,028	100.0%

Successors	Count	Percentage
RESUME_CHECK	483	47.0%
POP_TOP	237	23.1%
STORE_FAST	96	9.3%
RETURN_VALUE	85	8.3%
STORE_NAME	48	4.7%

COMPARE_OP

Successors and predecessors for COMPARE_OP

Predecessors	Count	Percentage
LOAD_CONST	512	39.6%
LOAD_FAST	245	18.9%
BUILD_LIST	244	18.9%
LOAD_GLOBAL_MODULE	99	7.7%
COMPARE_OP	85	6.6%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	691	53.4%
POP_JUMP_IF_TRUE	210	16.2%
COMPARE_OP_STR	125	9.7%
COMPARE_OP_INT	116	9.0%
COMPARE_OP	85	6.6%

CONTAINS_OP

Successors and predecessors for CONTAINS_OP

Predecessors	Count	Percentage
LOAD_FAST	507	18.4%
LOAD_FAST_LOAD_FAST	502	18.2%
LOAD_GLOBAL_MODULE	502	18.2%
LOAD_ATTR_MODULE	441	16.0%
LOAD_ATTR	295	10.7%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,701	61.8%
POP_JUMP_IF_TRUE	708	25.7%
STORE_FAST	153	5.6%
EXTENDED_ARG	147	5.3%
RETURN_VALUE	43	1.6%

CONVERT_VALUE

Successors and predecessors for CONVERT_VALUE

Predecessors	Count	Percentage
LOAD_FAST	255	98.8%
LOAD_GLOBAL	3	1.2%

Successors	Count	Percentage
FORMAT_SIMPLE	258	100.0%

COPY

Successors and predecessors for COPY

Predecessors	Count	Percentage
COMPARE_OP_STR	699	24.4%
COMPARE_OP_INT	450	15.7%
SWAP	414	14.5%
JUMP_FORWARD	303	10.6%
LOAD_ATTR_INSTANCE_VALUE	190	6.6%

Successors	Count	Percentage
TO_BOOL_BOOL	1,749	61.0%
COMPARE_OP_STR	396	13.8%
TO_BOOL	204	7.1%
TO_BOOL_NONE	168	5.9%
STORE_NAME	95	3.3%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CACHE	1,360	78.6%
CALL_PY_EXACT_ARGS	218	12.6%
CALL	103	6.0%
CALL_BOUND_METHOD_EXACT_ARGS	46	2.7%
CALL_FUNCTION_EX	3	0.2%

Successors	Count	Percentage
RESUME_CHECK	1,462	84.5%
RETURN_GENERATOR	204	11.8%
RESUME	52	3.0%
MAKE_CELL	12	0.7%

DELETE_FAST

Successors and predecessors for DELETE_FAST

Predecessors	Count	Percentage
STORE_FAST	6	100.0%

Successors	Count	Percentage
JUMP_BACKWARD	4	66.7%
RETURN_CONST	2	33.3%

DELETE_NAME

Successors and predecessors for DELETE_NAME

Predecessors	Count	Percentage
DELETE_NAME	24	40.0%
STORE_NAME	20	33.3%
POP_TOP	7	11.7%
POP_JUMP_IF_TRUE	3	5.0%
FOR_ITER_RANGE	3	5.0%

Successors	Count	Percentage
DELETE_NAME	24	40.0%
LOAD_CONST	15	25.0%
LOAD_NAME	7	11.7%
JUMP_FORWARD	5	8.3%
NOP	3	5.0%

DICT_MERGE

Successors and predecessors for DICT_MERGE

Predecessors	Count	Percentage
LOAD_FAST	602	100.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	602	100.0%

DICT_UPDATE

Successors and predecessors for DICT_UPDATE

Predecessors	Count	Percentage
MAP_ADD	60	95.2%
BUILD_CONST_KEY_MAP	3	4.8%

Successors	Count	Percentage
BUILD_MAP	54	85.7%
STORE_NAME	6	9.5%
LOAD_CONST	3	4.8%

ENTER_EXECUTOR

Successors and predecessors for ENTER_EXECUTOR

Predecessors	Count	Percentage
LIST_APPEND	531	39.1%
POP_TOP	172	12.7%
POP_JUMP_IF_TRUE	161	11.9%
POP_EXCEPT	158	11.6%
POP_JUMP_IF_NOT_NONE	158	11.6%

Successors	Count	Percentage
CALL	480	35.4%
FOR_ITER_TUPLE	386	28.4%
RETURN_CONST	96	7.1%
LOAD_GLOBAL_MODULE	93	6.9%
CALL_ALLOC_AND_ENTER_INIT	73	5.4%

EXTENDED_ARG

Successors and predecessors for EXTENDED_ARG

Predecessors	Count	Percentage
LOAD_CONST	390	15.8%
MAP_ADD	363	14.7%
JUMP_BACKWARD	303	12.3%
COMPARE_OP_STR	222	9.0%
GET_ITER	210	8.5%

Successors	Count	Percentage
LOAD_CONST	774	31.3%
POP_JUMP_IF_FALSE	493	20.0%
FOR_ITER_LIST	450	18.2%
JUMP_BACKWARD	348	14.1%
JUMP_FORWARD	219	8.9%

FOR_ITER

Successors and predecessors for FOR_ITER

Predecessors	Count	Percentage
JUMP_BACKWARD	594	45.1%
GET_ITER	311	23.6%
LOAD_FAST	167	12.7%
FOR_ITER	119	9.0%
EXTENDED_ARG	81	6.2%

Successors	Count	Percentage
STORE_FAST	386	29.3%
UNPACK_SEQUENCE_TWO_TUPLE	180	13.7%
STORE_FAST_LOAD_FAST	149	11.3%
FOR_ITER	119	9.0%
FOR_ITER_LIST	95	7.2%

IMPORT_FROM

Successors and predecessors for IMPORT_FROM

Predecessors	Count	Percentage
IMPORT_NAME	150	57.3%
STORE_NAME	112	42.7%

Successors	Count	Percentage
STORE_NAME	259	98.9%
PUSH_EXC_INFO	3	1.1%

IMPORT_NAME

Successors and predecessors for IMPORT_NAME

Predecessors	Count	Percentage
LOAD_CONST	337	100.0%

Successors	Count	Percentage
STORE_NAME	157	46.6%
IMPORT_FROM	150	44.5%
CALL_INTRINSIC_1	18	5.3%
STORE_FAST	10	3.0%
PUSH_EXC_INFO	2	0.6%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	1,470	68.0%
LOAD_GLOBAL_BUILTIN	267	12.3%
LOAD_FAST	195	9.0%
LOAD_GLOBAL	168	7.8%
LOAD_CONST	54	2.5%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,785	82.5%
POP_JUMP_IF_TRUE	324	15.0%
COPY	27	1.2%
STORE_FAST	18	0.8%
LOAD_FAST	9	0.4%

JUMP_BACKWARD

Successors and predecessors for JUMP_BACKWARD

Predecessors	Count	Percentage
LIST_APPEND	1,162	29.3%
POP_TOP	773	19.5%
POP_JUMP_IF_TRUE	515	13.0%
EXTENDED_ARG	348	8.8%
POP_EXCEPT	223	5.6%

Successors	Count	Percentage
FOR_ITER_LIST	1,256	31.7%
FOR_ITER_TUPLE	1,083	27.3%
FOR_ITER	594	15.0%
LOAD_FAST	348	8.8%
EXTENDED_ARG	303	7.6%

JUMP_BACKWARD_NO_INTERRUPT

Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT

Predecessors	Count	Percentage
RESUME_CHECK	12	80.0%
RESUME	3	20.0%

Successors	Count	Percentage
SEND	15	100.0%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	503	29.8%
COMPARE_OP_STR	297	17.6%
EXTENDED_ARG	219	13.0%
POP_TOP	174	10.3%
LOAD_FAST	132	7.8%

Successors	Count	Percentage
LOAD_FAST	651	38.6%
COPY	303	18.0%
EXTENDED_ARG	171	10.1%
LOAD_FAST_LOAD_FAST	171	10.1%
LOAD_GLOBAL_BUILTIN	132	7.8%

LIST_APPEND

Successors and predecessors for LIST_APPEND

Predecessors	Count	Percentage
LOAD_FAST	731	43.2%
CALL_METHOD_DESCRIPTOR_FAST	626	37.0%
CALL	234	13.8%
CALL_BUILTIN_CLASS	51	3.0%
LOAD_ATTR_INSTANCE_VALUE	33	1.9%

Successors	Count	Percentage
JUMP_BACKWARD	1,162	68.6%
ENTER_EXECUTOR	531	31.4%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_FAST	114	58.8%
LOAD_CONST	62	32.0%
LOAD_DEREF	15	7.7%
LOAD_NAME	3	1.5%

Successors	Count	Percentage
CALL_INTRINSIC_1	132	68.0%
STORE_NAME	51	26.3%
CALL	11	5.7%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_FAST	4,566	50.9%
LOAD_ATTR	1,025	11.4%
LOAD_ATTR_INSTANCE_VALUE	676	7.5%
LOAD_FAST_LOAD_FAST	654	7.3%
LOAD_NAME	584	6.5%

Successors	Count	Percentage
LOAD_FAST	1,678	18.7%
STORE_FAST	1,131	12.6%
LOAD_ATTR	1,025	11.4%
CALL	842	9.4%
LOAD_ATTR_METHOD_NO_DICT	578	6.4%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
LOAD_FAST	7,588	19.9%
LOAD_CONST	6,324	16.6%
STORE_NAME	3,923	10.3%
STORE_FAST	1,458	3.8%
LOAD_ATTR_METHOD_NO_DICT	1,365	3.6%

Successors	Count	Percentage
LOAD_CONST	6,324	16.6%
MAKE_FUNCTION	4,213	11.0%
LOAD_FAST	3,337	8.7%
COMPARE_OP_STR	2,856	7.5%
STORE_FAST	2,108	5.5%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	987	46.6%
POP_JUMP_IF_FALSE	302	14.2%
STORE_FAST	212	10.0%
RESUME_CHECK	169	8.0%
BINARY_SLICE	142	6.7%

Successors	Count	Percentage
LOAD_FAST	1,146	54.1%
PUSH_NULL	305	14.4%
LOAD_CONST	221	10.4%
LOAD_ATTR_METHOD_NO_DICT	138	6.5%
LOAD_ATTR	93	4.4%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
STORE_FAST	8,888	12.2%
POP_JUMP_IF_FALSE	7,360	10.1%
LOAD_GLOBAL_BUILTIN	6,291	8.7%
LOAD_GLOBAL_MODULE	4,330	6.0%
RESUME_CHECK	4,293	5.9%

Successors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	9,971	13.7%
LOAD_CONST	7,588	10.5%
LOAD_ATTR	4,566	6.3%
LOAD_GLOBAL_MODULE	3,727	5.1%
STORE_ATTR_INSTANCE_VALUE	3,127	4.3%

LOAD_FAST_AND_CLEAR

Successors and predecessors for LOAD_FAST_AND_CLEAR

Predecessors	Count	Percentage
GET_ITER	528	97.2%
LOAD_FAST_AND_CLEAR	15	2.8%

Successors	Count	Percentage
SWAP	528	97.2%
LOAD_FAST_AND_CLEAR	15	2.8%

LOAD_FAST_CHECK

Successors and predecessors for LOAD_FAST_CHECK

Predecessors	Count	Percentage
POP_TOP	322	78.7%
LOAD_ATTR_METHOD_NO_DICT	45	11.0%
LOAD_FAST	30	7.3%
LOAD_ATTR	6	1.5%
POP_JUMP_IF_NOT_NONE	6	1.5%

Successors	Count	Percentage
POP_JUMP_IF_NOT_NONE	322	78.7%
LOAD_FAST	30	7.3%
CALL_LIST_APPEND	24	5.9%
LOAD_ATTR	21	5.1%
PUSH_NULL	6	1.5%

LOAD_FAST_LOAD_FAST

Successors and predecessors for LOAD_FAST_LOAD_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	1,669	14.1%
STORE_FAST	1,247	10.5%
STORE_ATTR_INSTANCE_VALUE	1,227	10.4%
RESUME_CHECK	1,079	9.1%
LOAD_SUPER_ATTR_METHOD	917	7.7%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	2,170	18.3%
CALL	1,550	13.1%
LOAD_FAST	1,399	11.8%
STORE_ATTR	985	8.3%
LOAD_ATTR	654	5.5%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
LOAD_FAST	857	18.4%
STORE_FAST	632	13.6%
POP_JUMP_IF_FALSE	552	11.9%
RESUME	268	5.8%
POP_TOP	219	4.7%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	1,179	25.3%
LOAD_FAST	795	17.1%
LOAD_GLOBAL_BUILTIN	789	16.9%
LOAD_ATTR	536	11.5%
CALL	298	6.4%

LOAD_NAME

Successors and predecessors for LOAD_NAME

Predecessors	Count	Percentage
STORE_NAME	1,522	34.9%
LOAD_NAME	581	13.3%
LOAD_CONST	486	11.1%
RESUME	426	9.8%
PUSH_NULL	358	8.2%

Successors	Count	Percentage
PUSH_NULL	749	17.2%
STORE_NAME	685	15.7%
LOAD_ATTR	584	13.4%
LOAD_NAME	581	13.3%
LOAD_CONST	550	12.6%

LOAD_SUPER_ATTR

Successors and predecessors for LOAD_SUPER_ATTR

Predecessors	Count	Percentage
LOAD_FAST	63	100.0%

Successors	Count	Percentage
LOAD_SUPER_ATTR_METHOD	21	33.3%
LOAD_FAST_LOAD_FAST	15	23.8%
PUSH_NULL	12	19.0%
LOAD_SUPER_ATTR_ATTR	9	14.3%
CALL	3	4.8%

MAKE_CELL

Successors and predecessors for MAKE_CELL

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	138	39.8%
CACHE	69	19.9%
CALL	64	18.4%
MAKE_CELL	58	16.7%
COPY_FREE_VARS	12	3.5%

Successors	Count	Percentage
RESUME_CHECK	198	57.1%
RESUME	91	26.2%
MAKE_CELL	58	16.7%

MAP_ADD

Successors and predecessors for MAP_ADD

Predecessors	Count	Percentage
LOAD_CONST	1,119	91.2%
LOAD_FAST	57	4.6%
BINARY_OP_ADD_UNICODE	48	3.9%
BINARY_OP	3	0.2%

Successors	Count	Percentage
LOAD_CONST	690	56.2%
EXTENDED_ARG	363	29.6%
JUMP_BACKWARD	102	8.3%
DICT_UPDATE	60	4.9%
BUILD_MAP	6	0.5%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE

Predecessors	Count	Percentage
TO_BOOL_BOOL	4,363	26.5%
IS_OP	1,785	10.8%
COMPARE_OP_INT	1,741	10.6%
CONTAINS_OP	1,701	10.3%
COMPARE_OP_STR	1,516	9.2%

Successors	Count	Percentage
LOAD_FAST	7,360	44.7%
LOAD_GLOBAL_MODULE	1,946	11.8%
POP_TOP	1,908	11.6%
LOAD_GLOBAL_BUILTIN	986	6.0%
RETURN_CONST	943	5.7%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_FAST	619	40.0%
LOAD_ATTR_INSTANCE_VALUE	569	36.8%
LOAD_ATTR_MODULE	146	9.4%
LOAD_GLOBAL_MODULE	87	5.6%
RETURN_VALUE	69	4.5%

Successors	Count	Percentage
LOAD_FAST	716	46.3%
LOAD_GLOBAL_MODULE	302	19.5%
LOAD_GLOBAL_BUILTIN	187	12.1%
LOAD_CONST	102	6.6%
LOAD_GLOBAL	99	6.4%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE

Predecessors	Count	Percentage
LOAD_FAST	2,630	57.0%
CALL_BUILTIN_FAST	778	16.9%
LOAD_ATTR_INSTANCE_VALUE	538	11.7%
LOAD_FAST_CHECK	322	7.0%
LOAD_GLOBAL_MODULE	155	3.4%

Successors	Count	Percentage
LOAD_FAST	2,511	54.5%
LOAD_GLOBAL_MODULE	704	15.3%
NOP	413	9.0%
JUMP_BACKWARD	196	4.3%
LOAD_CONST	165	3.6%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
TO_BOOL_BOOL	2,942	44.5%
COMPARE_OP_STR	781	11.8%
CONTAINS_OP	708	10.7%
TO_BOOL	527	8.0%
IS_OP	324	4.9%

Successors	Count	Percentage
LOAD_FAST	2,699	40.8%
LOAD_GLOBAL_BUILTIN	1,169	17.7%
LOAD_GLOBAL_MODULE	574	8.7%
JUMP_BACKWARD	515	7.8%
LOAD_CONST	269	4.1%

RAISE_VARARGS

Successors and predecessors for RAISE_VARARGS

Predecessors	Count	Percentage
CALL_KW	27	69.2%
CALL	7	17.9%
LOAD_NAME	3	7.7%
LOAD_CONST	2	5.1%

Successors	Count	Percentage
PUSH_EXC_INFO	14	77.8%
COPY	4	22.2%

RERAISE

Successors and predecessors for RERAISE

Predecessors	Count	Percentage
POP_EXCEPT	21	60.0%
POP_JUMP_IF_FALSE	12	34.3%
POP_JUMP_IF_TRUE	2	5.7%

Successors	Count	Percentage
PUSH_EXC_INFO	15	51.7%
COPY	14	48.3%

RETURN_CONST

Successors and predecessors for RETURN_CONST

Predecessors	Count	Percentage
POP_TOP	3,104	45.0%
STORE_ATTR_INSTANCE_VALUE	1,125	16.3%
POP_JUMP_IF_FALSE	943	13.7%
STORE_NAME	458	6.6%
CALL_LIST_APPEND	241	3.5%

Successors	Count	Percentage
INTERPRETER_EXIT	3,367	48.8%
POP_TOP	1,815	26.3%
EXIT_INIT_CHECK	589	8.5%
TO_BOOL_BOOL	496	7.2%
STORE_FAST	386	5.6%

SEND

Successors and predecessors for SEND

Predecessors	Count	Percentage
JUMP_BACKWARD_NO_INTERRUPT	15	55.6%
LOAD_CONST	6	22.2%
SEND	6	22.2%

Successors	Count	Percentage
YIELD_VALUE	15	55.6%
END_SEND	6	22.2%
SEND	6	22.2%

SET_ADD

Successors and predecessors for SET_ADD

Predecessors	Count	Percentage
BUILD_STRING	3	100.0%

Successors	Count	Percentage
JUMP_BACKWARD	3	100.0%

SET_FUNCTION_ATTRIBUTE

Successors and predecessors for SET_FUNCTION_ATTRIBUTE

Predecessors	Count	Percentage
MAKE_FUNCTION	1,108	95.2%
SET_FUNCTION_ATTRIBUTE	56	4.8%

Successors	Count	Percentage
STORE_NAME	620	53.3%
STORE_FAST	228	19.6%
LOAD_GLOBAL_MODULE	138	11.9%
SET_FUNCTION_ATTRIBUTE	56	4.8%
LOAD_FAST	51	4.4%

STORE_ATTR

Successors and predecessors for STORE_ATTR

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	985	45.7%
LOAD_FAST	971	45.1%
STORE_ATTR	157	7.3%
LOAD_GLOBAL	16	0.7%
LOAD_NAME	14	0.6%

Successors	Count	Percentage
LOAD_FAST	1,061	49.2%
STORE_ATTR_INSTANCE_VALUE	307	14.2%
NOP	166	7.7%
STORE_ATTR	157	7.3%
LOAD_FAST_LOAD_FAST	144	6.7%

STORE_DEREF

Successors and predecessors for STORE_DEREF

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	42	40.4%
CALL	21	20.2%
STORE_DEREF	12	11.5%
LOAD_ATTR	9	8.7%
UNPACK_SEQUENCE	6	5.8%

Successors	Count	Percentage
STORE_FAST	45	43.3%
LOAD_FAST	24	23.1%
LOAD_GLOBAL	14	13.5%
STORE_DEREF	12	11.5%
LOAD_BUILD_CLASS	3	2.9%

STORE_FAST

Successors and predecessors for STORE_FAST

Predecessors	Count	Percentage
RETURN_VALUE	3,224	16.0%
LOAD_CONST	2,108	10.5%
CALL	1,465	7.3%
LOAD_ATTR	1,131	5.6%
FOR_ITER_TUPLE	982	4.9%

Successors	Count	Percentage
LOAD_FAST	8,888	44.1%
LOAD_GLOBAL_MODULE	2,189	10.9%
LOAD_GLOBAL_BUILTIN	1,924	9.5%
LOAD_CONST	1,458	7.2%
NOP	1,455	7.2%

STORE_FAST_LOAD_FAST

Successors and predecessors for STORE_FAST_LOAD_FAST

Predecessors	Count	Percentage
FOR_ITER_LIST	817	48.9%
FOR_ITER_TUPLE	613	36.7%
FOR_ITER	149	8.9%
CALL_LEN	75	4.5%
CALL	15	0.9%

Successors	Count	Percentage
LOAD_CONST	822	49.2%
TO_BOOL_STR	601	35.9%
PUSH_NULL	90	5.4%
LOAD_DEREF	66	3.9%
LOAD_ATTR_INSTANCE_VALUE	60	3.6%

STORE_FAST_STORE_FAST

Successors and predecessors for STORE_FAST_STORE_FAST

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	972	71.1%
UNPACK_SEQUENCE_TUPLE	186	13.6%
UNPACK_SEQUENCE	101	7.4%
COPY	81	5.9%
STORE_FAST_STORE_FAST	23	1.7%

Successors	Count	Percentage
LOAD_FAST	597	43.7%
NOP	192	14.0%
STORE_FAST	191	14.0%
LOAD_FAST_LOAD_FAST	164	12.0%
LOAD_GLOBAL_MODULE	63	4.6%

STORE_GLOBAL

Successors and predecessors for STORE_GLOBAL

Predecessors	Count	Percentage
LOAD_CONST	22	48.9%
LOAD_FAST	12	26.7%
RETURN_VALUE	4	8.9%
CALL	3	6.7%
BUILD_LIST	2	4.4%

Successors	Count	Percentage
LOAD_CONST	21	46.7%
LOAD_GLOBAL	9	20.0%
LOAD_FAST	6	13.3%
RETURN_CONST	6	13.3%
LOAD_BUILD_CLASS	3	6.7%

STORE_NAME

Successors and predecessors for STORE_NAME

Predecessors	Count	Percentage
MAKE_FUNCTION	2,330	33.5%
LOAD_CONST	1,120	16.1%
CALL	990	14.2%
LOAD_NAME	685	9.8%
SET_FUNCTION_ATTRIBUTE	620	8.9%

Successors	Count	Percentage
LOAD_CONST	3,923	56.3%
LOAD_NAME	1,522	21.9%
RETURN_CONST	458	6.6%
LOAD_BUILD_CLASS	347	5.0%
NOP	168	2.4%

SWAP

Successors and predecessors for SWAP

Predecessors	Count	Percentage
LOAD_FAST_AND_CLEAR	528	20.0%
BUILD_LIST	513	19.4%
FOR_ITER_TUPLE	468	17.7%
BINARY_SUBSCR	234	8.9%
RETURN_VALUE	229	8.7%

Successors	Count	Percentage
BUILD_LIST	513	19.4%
STORE_FAST	513	19.4%
FOR_ITER_TUPLE	463	17.6%
POP_TOP	443	16.8%
COPY	414	15.7%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE

Predecessors	Count	Percentage
RETURN_VALUE	99	36.5%
FOR_ITER	57	21.0%
LOAD_FAST	30	11.1%
FOR_ITER_LIST	30	11.1%
BINARY_SUBSCR	18	6.6%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	101	37.3%
UNPACK_SEQUENCE_TWO_TUPLE	95	35.1%
STORE_FAST	30	11.1%
UNPACK_SEQUENCE_TUPLE	30	11.1%
STORE_NAME	8	3.0%

YIELD_VALUE

Successors and predecessors for YIELD_VALUE

Predecessors	Count	Percentage
CALL	153	45.1%
BUILD_TUPLE	66	19.5%
BINARY_SUBSCR_DICT	42	12.4%
LOAD_FAST	15	4.4%
SEND	15	4.4%

Successors	Count	Percentage
INTERPRETER_EXIT	294	86.7%
STORE_FAST	45	13.3%

RESUME

Successors and predecessors for RESUME

Predecessors	Count	Percentage
CACHE	694	52.7%
CALL	393	29.9%
MAKE_CELL	91	6.9%
COPY_FREE_VARS	52	4.0%
POP_TOP	32	2.4%

Successors	Count	Percentage
LOAD_NAME	426	32.4%
LOAD_GLOBAL	268	20.4%
LOAD_FAST	232	17.6%
NOP	180	13.7%
LOAD_CONST	82	6.2%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT

Predecessors	Count	Percentage
LOAD_CONST	631	86.2%
BINARY_OP	50	6.8%
BINARY_OP_MULTIPLY_INT	27	3.7%
LOAD_FAST_LOAD_FAST	24	3.3%

Successors	Count	Percentage
LOAD_FAST	312	42.6%
STORE_FAST	218	29.8%
LOAD_CONST	139	19.0%
CALL_BUILTIN_CLASS	15	2.0%
CALL_PY_EXACT_ARGS	15	2.0%

BINARY_OP_ADD_UNICODE

Successors and predecessors for BINARY_OP_ADD_UNICODE

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	386	52.8%
LOAD_FAST	146	20.0%
BINARY_SUBSCR_LIST_INT	126	17.2%
CALL_BUILTIN_O	45	6.2%
BINARY_OP	28	3.8%

Successors	Count	Percentage
LOAD_FAST	269	36.8%
STORE_FAST	249	34.1%
CALL	123	16.8%
MAP_ADD	48	6.6%
BINARY_OP_INPLACE_ADD_UNICODE	28	3.8%

BINARY_OP_MULTIPLY_INT

Successors and predecessors for BINARY_OP_MULTIPLY_INT

Predecessors	Count	Percentage
BINARY_SUBSCR_TUPLE_INT	27	42.9%
LOAD_CONST	24	38.1%
BINARY_OP	12	19.0%

Successors	Count	Percentage
BINARY_OP_ADD_INT	27	42.9%
LOAD_CONST	15	23.8%
CALL_BUILTIN_O	12	19.0%
BINARY_OP	6	9.5%
CALL	3	4.8%

BINARY_OP_SUBTRACT_INT

Successors and predecessors for BINARY_OP_SUBTRACT_INT

Predecessors	Count	Percentage
LOAD_FAST	138	34.3%
CALL_LEN	114	28.4%
LOAD_CONST	102	25.4%
BINARY_OP	48	11.9%

Successors	Count	Percentage
RETURN_VALUE	117	29.1%
LOAD_FAST	81	20.1%
LOAD_FAST_LOAD_FAST	75	18.7%
LOAD_CONST	57	14.2%
STORE_FAST	42	10.4%

BINARY_SUBSCR_DICT

Successors and predecessors for BINARY_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_FAST	699	83.5%
LOAD_CONST	60	7.2%
BINARY_SUBSCR	49	5.9%
LOAD_FAST_LOAD_FAST	15	1.8%
BUILD_TUPLE	12	1.4%

Successors	Count	Percentage
PUSH_EXC_INFO	357	42.7%
STORE_FAST	203	24.3%
CALL_METHOD_DESCRIPTOR_O	70	8.4%
CALL_BUILTIN_CLASS	60	7.2%
RETURN_VALUE	42	5.0%

BINARY_SUBSCR_GETITEM

Successors and predecessors for BINARY_SUBSCR_GETITEM

Predecessors	Count	Percentage
LOAD_CONST	87	49.2%
LOAD_FAST	63	35.6%
BINARY_SUBSCR	27	15.3%

Successors	Count	Percentage
RESUME_CHECK	177	100.0%

BINARY_SUBSCR_LIST_INT

Successors and predecessors for BINARY_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_FAST	336	61.9%
LOAD_CONST	186	34.3%
BINARY_SUBSCR	21	3.9%

Successors	Count	Percentage
RETURN_VALUE	315	65.2%
BINARY_OP_ADD_UNICODE	126	26.1%
UNPACK_SEQUENCE_TWO_TUPLE	18	3.7%
LOAD_CONST	9	1.9%
STORE_FAST	9	1.9%

BINARY_SUBSCR_STR_INT

Successors and predecessors for BINARY_SUBSCR_STR_INT

Predecessors	Count	Percentage
LOAD_CONST	1,475	80.3%
LOAD_FAST	321	17.5%
BINARY_SUBSCR	29	1.6%
ENTER_EXECUTOR	12	0.7%

Successors	Count	Percentage
LOAD_CONST	1,276	69.5%
STORE_FAST	261	14.2%
LOAD_FAST	222	12.1%
BINARY_OP_INPLACE_ADD_UNICODE	54	2.9%
PUSH_EXC_INFO	21	1.1%

BINARY_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_CONST	770	86.8%
BINARY_SUBSCR	117	13.2%

Successors	Count	Percentage
STORE_FAST	301	33.9%
RETURN_VALUE	160	18.0%
LOAD_GLOBAL_MODULE	156	17.6%
CALL_BUILTIN_O	57	6.4%
LOAD_FAST	39	4.4%

CALL_ALLOC_AND_ENTER_INIT

Successors and predecessors for CALL_ALLOC_AND_ENTER_INIT

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	232	39.0%
LOAD_FAST	227	38.2%
ENTER_EXECUTOR	73	12.3%
CALL	24	4.0%
BINARY_SUBSCR	21	3.5%

Successors	Count	Percentage
RESUME_CHECK	589	99.0%
STORE_FAST	6	1.0%

CALL_BOUND_METHOD_EXACT_ARGS

Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST	543	37.3%
LOAD_CONST	502	34.5%
PUSH_NULL	153	10.5%
LOAD_FAST_LOAD_FAST	111	7.6%
CALL	96	6.6%

Successors	Count	Percentage
RESUME_CHECK	1,070	73.5%
POP_TOP	319	21.9%
COPY_FREE_VARS	46	3.2%
RETURN_GENERATOR	6	0.4%
RESUME	6	0.4%

CALL_BUILTIN_CLASS

Successors and predecessors for CALL_BUILTIN_CLASS

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	81	19.4%
LOAD_FAST	61	14.6%
BINARY_SUBSCR_DICT	60	14.4%
CALL	56	13.4%
LOAD_CONST	54	12.9%

Successors	Count	Percentage
STORE_FAST	165	39.6%
LOAD_CONST	66	15.8%
GET_ITER	54	12.9%
LIST_APPEND	51	12.2%
LOAD_FAST	42	10.1%

CALL_BUILTIN_FAST

Successors and predecessors for CALL_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_CONST	1,453	51.9%
LOAD_FAST_LOAD_FAST	504	18.0%
LOAD_FAST	372	13.3%
CALL	195	7.0%
LOAD_ATTR_SLOT	166	5.9%

Successors	Count	Percentage
POP_JUMP_IF_NOT_NONE	778	27.8%
POP_TOP	520	18.6%
TO_BOOL_BOOL	459	16.4%
STORE_FAST	339	12.1%
RETURN_VALUE	300	10.7%

CALL_BUILTIN_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_FAST	548	50.8%
LOAD_GLOBAL_MODULE	150	13.9%
RETURN_GENERATOR	138	12.8%
CALL_STR_1	126	11.7%
CALL	54	5.0%

Successors	Count	Percentage
STORE_FAST	425	39.4%
RETURN_VALUE	280	25.9%
PUSH_EXC_INFO	117	10.8%
BUILD_TUPLE	78	7.2%
LOAD_GLOBAL_BUILTIN	75	7.0%

CALL_BUILTIN_O

Successors and predecessors for CALL_BUILTIN_O

Predecessors	Count	Percentage
LOAD_FAST	487	47.6%
CALL	150	14.6%
LOAD_GLOBAL_MODULE	120	11.7%
LOAD_CONST	66	6.4%
BINARY_SUBSCR_TUPLE_INT	57	5.6%

Successors	Count	Percentage
POP_TOP	703	68.7%
TO_BOOL_INT	147	14.4%
LOAD_CONST	48	4.7%
BINARY_OP_ADD_UNICODE	45	4.4%
BUILD_TUPLE	36	3.5%

CALL_ISINSTANCE

Successors and predecessors for CALL_ISINSTANCE

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	690	53.0%
LOAD_GLOBAL_MODULE	300	23.0%
BUILD_TUPLE	162	12.4%
CALL	114	8.8%
LOAD_ATTR_SLOT	18	1.4%

Successors	Count	Percentage
TO_BOOL_BOOL	1,128	86.6%
TO_BOOL	105	8.1%
RETURN_VALUE	39	3.0%
LOAD_FAST	21	1.6%
YIELD_VALUE	9	0.7%

CALL_LEN

Successors and predecessors for CALL_LEN

Predecessors	Count	Percentage
LOAD_FAST	1,409	58.5%
LOAD_ATTR_INSTANCE_VALUE	710	29.5%
CALL	145	6.0%
POP_JUMP_IF_TRUE	108	4.5%
LOAD_GLOBAL_MODULE	24	1.0%

Successors	Count	Percentage
LOAD_CONST	1,037	43.1%
LOAD_FAST	375	15.6%
STORE_FAST	249	10.3%
RETURN_VALUE	240	10.0%
TO_BOOL_INT	166	6.9%

CALL_LIST_APPEND

Successors and predecessors for CALL_LIST_APPEND

Predecessors	Count	Percentage
LOAD_CONST	205	27.7%
LOAD_FAST	179	24.2%
LOAD_ATTR_INSTANCE_VALUE	166	22.4%
CALL	79	10.7%
BUILD_TUPLE	69	9.3%

Successors	Count	Percentage
RETURN_CONST	241	32.6%
NOP	202	27.3%
LOAD_FAST	99	13.4%
JUMP_BACKWARD	80	10.8%
LOAD_CONST	33	4.5%

CALL_METHOD_DESCRIPTOR_FAST

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	1,003	47.1%
LOAD_FAST	270	12.7%
LOAD_ATTR_METHOD_NO_DICT	209	9.8%
CALL	182	8.5%
BUILD_MAP	168	7.9%

Successors	Count	Percentage
STORE_FAST	813	38.2%
LIST_APPEND	626	29.4%
POP_TOP	322	15.1%
LOAD_FAST	270	12.7%
SWAP	63	3.0%

CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_FAST	24	54.5%
CALL	11	25.0%
LOAD_GLOBAL_MODULE	6	13.6%
LOAD_CONST	3	6.8%

Successors	Count	Percentage
STORE_FAST	29	65.9%
LOAD_CONST	9	20.5%
RETURN_VALUE	6	13.6%

CALL_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_NO_DICT	243	85.3%
CALL	27	9.5%
LOAD_ATTR_METHOD_WITH_VALUES	15	5.3%

Successors	Count	Percentage
TO_BOOL_BOOL	201	70.5%
RETURN_VALUE	30	10.5%
GET_ITER	24	8.4%
CALL_BUILTIN_CLASS	15	5.3%
TO_BOOL	12	4.2%

CALL_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
LOAD_CONST	521	33.1%
STORE_FAST	458	29.1%
LOAD_ATTR_INSTANCE_VALUE	166	10.5%
LOAD_FAST	133	8.4%
BUILD_LIST	129	8.2%

Successors	Count	Percentage
RETURN_VALUE	464	29.4%
POP_TOP	442	28.0%
LOAD_CONST	407	25.8%
STORE_FAST	129	8.2%
UNPACK_SEQUENCE_TUPLE	126	8.0%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST	2,771	50.1%
LOAD_ATTR_METHOD_WITH_VALUES	737	13.3%
CALL	535	9.7%
LOAD_FAST_LOAD_FAST	512	9.3%
LOAD_ATTR_INSTANCE_VALUE	306	5.5%

Successors	Count	Percentage
RESUME_CHECK	5,125	92.7%
COPY_FREE_VARS	218	3.9%
MAKE_CELL	138	2.5%
RESUME	21	0.4%
PUSH_EXC_INFO	17	0.3%

CALL_PY_WITH_DEFAULTS

Successors and predecessors for CALL_PY_WITH_DEFAULTS

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	162	77.1%
CALL	24	11.4%
LOAD_FAST	24	11.4%

Successors	Count	Percentage
RESUME_CHECK	210	100.0%

CALL_STR_1

Successors and predecessors for CALL_STR_1

Predecessors	Count	Percentage
LOAD_FAST	252	97.7%
CALL	6	2.3%

Successors	Count	Percentage
STORE_FAST	129	50.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	126	48.8%
CALL	3	1.2%

CALL_TUPLE_1

Successors and predecessors for CALL_TUPLE_1

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	66	71.0%
LOAD_FAST	18	19.4%
CALL	9	9.7%

Successors	Count	Percentage
CALL	75	80.6%
CALL_BUILTIN_FAST_WITH_KEYWORDS	18	19.4%

CALL_TYPE_1

Successors and predecessors for CALL_TYPE_1

Predecessors	Count	Percentage
LOAD_FAST	99	41.8%
LOAD_GLOBAL_MODULE	90	38.0%
CALL	24	10.1%
LOAD_ATTR_MODULE	24	10.1%

Successors	Count	Percentage
PUSH_NULL	120	50.6%
LOAD_FAST	48	20.3%
LOAD_FAST_LOAD_FAST	30	12.7%
LOAD_GLOBAL_BUILTIN	30	12.7%
LOAD_GLOBAL	9	3.8%

COMPARE_OP_FLOAT

Successors and predecessors for COMPARE_OP_FLOAT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	67	95.7%
COMPARE_OP	3	4.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	70	100.0%

COMPARE_OP_INT

Successors and predecessors for COMPARE_OP_INT

Predecessors	Count	Percentage
LOAD_CONST	1,464	59.4%
LOAD_FAST	825	33.5%
COMPARE_OP	116	4.7%
LOAD_GLOBAL_MODULE	36	1.5%
CALL_LEN	24	1.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,741	70.6%
COPY	450	18.3%
POP_JUMP_IF_TRUE	169	6.9%
RETURN_VALUE	105	4.3%

COMPARE_OP_STR

Successors and predecessors for COMPARE_OP_STR

Predecessors	Count	Percentage
LOAD_CONST	2,856	77.3%
COPY	396	10.7%
LOAD_ATTR_INSTANCE_VALUE	228	6.2%
COMPARE_OP	125	3.4%
LOAD_FAST	60	1.6%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,516	41.0%
POP_JUMP_IF_TRUE	781	21.1%
COPY	699	18.9%
JUMP_FORWARD	297	8.0%
EXTENDED_ARG	222	6.0%

FOR_ITER_GEN

Successors and predecessors for FOR_ITER_GEN

Predecessors	Count	Percentage
JUMP_BACKWARD	45	75.0%
FOR_ITER	9	15.0%
GET_ITER	6	10.0%

Successors	Count	Percentage
RESUME_CHECK	48	80.0%
POP_TOP	6	10.0%
RESUME	6	10.0%

FOR_ITER_LIST

Successors and predecessors for FOR_ITER_LIST

Predecessors	Count	Percentage
JUMP_BACKWARD	1,256	54.1%
EXTENDED_ARG	450	19.4%
GET_ITER	426	18.3%
FOR_ITER	95	4.1%
LOAD_FAST	51	2.2%

Successors	Count	Percentage
STORE_FAST_LOAD_FAST	817	35.2%
STORE_FAST	542	23.3%
UNPACK_SEQUENCE_TWO_TUPLE	498	21.4%
RETURN_CONST	148	6.4%
LOAD_FAST	85	3.7%

FOR_ITER_RANGE

Successors and predecessors for FOR_ITER_RANGE

Predecessors	Count	Percentage
JUMP_BACKWARD	219	62.9%
GET_ITER	72	20.7%
ENTER_EXECUTOR	33	9.5%
FOR_ITER	15	4.3%
SWAP	9	2.6%

Successors	Count	Percentage
STORE_FAST	204	58.6%
LOAD_FAST	60	17.2%
STORE_NAME	48	13.8%
JUMP_FORWARD	21	6.0%
SWAP	12	3.4%

FOR_ITER_TUPLE

Successors and predecessors for FOR_ITER_TUPLE

Predecessors	Count	Percentage
JUMP_BACKWARD	1,083	43.6%
SWAP	463	18.6%
GET_ITER	451	18.2%
ENTER_EXECUTOR	386	15.5%
FOR_ITER	94	3.8%

Successors	Count	Percentage
STORE_FAST	982	39.5%
STORE_FAST_LOAD_FAST	613	24.7%
SWAP	468	18.8%
LOAD_FAST	114	4.6%
RETURN_CONST	71	2.9%

LOAD_ATTR_CLASS

Successors and predecessors for LOAD_ATTR_CLASS

Predecessors	Count	Percentage
LOAD_FAST	91	91.0%
LOAD_ATTR	9	9.0%

Successors	Count	Percentage
LOAD_CONST	46	46.0%
LOAD_FAST	27	27.0%
STORE_FAST	27	27.0%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	9,971	90.6%
LOAD_FAST_LOAD_FAST	460	4.2%
LOAD_ATTR	426	3.9%
LOAD_ATTR_INSTANCE_VALUE	90	0.8%
STORE_FAST_LOAD_FAST	60	0.5%

Successors	Count	Percentage
LOAD_FAST	2,083	18.9%
STORE_FAST	935	8.5%
CALL_LEN	710	6.5%
LOAD_ATTR	676	6.1%
LOAD_ATTR_METHOD_NO_DICT	624	5.7%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_FAST	2,626	48.9%
LOAD_GLOBAL_MODULE	732	13.6%
LOAD_ATTR_INSTANCE_VALUE	624	11.6%
LOAD_ATTR	578	10.8%
LOAD_ATTR_MODULE	439	8.2%

Successors	Count	Percentage
LOAD_FAST	2,182	40.6%
LOAD_CONST	1,365	25.4%
LOAD_GLOBAL_MODULE	1,070	19.9%
CALL_METHOD_DESCRIPTOR_NOARGS	243	4.5%
CALL_METHOD_DESCRIPTOR_FAST	209	3.9%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	1,062	61.8%
LOAD_ATTR_INSTANCE_VALUE	312	18.2%
LOAD_GLOBAL_MODULE	166	9.7%
LOAD_ATTR	125	7.3%
BINARY_SUBSCR_TUPLE_INT	21	1.2%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	737	42.9%
LOAD_FAST	618	36.0%
LOAD_FAST_LOAD_FAST	208	12.1%
LOAD_CONST	81	4.7%
CALL	57	3.3%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	6,930	93.4%
LOAD_ATTR	305	4.1%
LOAD_FAST	158	2.1%
LOAD_ATTR_MODULE	26	0.4%

Successors	Count	Percentage
CALL	1,887	25.4%
LOAD_FAST	1,309	17.6%
PUSH_NULL	831	11.2%
LOAD_ATTR_SLOT	747	10.1%
LOAD_CONST	569	7.7%

LOAD_ATTR_NONDESCRIPTOR_NO_DICT

Successors and predecessors for LOAD_ATTR_NONDESCRIPTOR_NO_DICT

Predecessors	Count	Percentage
LOAD_CONST	42	93.3%
LOAD_ATTR	3	6.7%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	42	93.3%
LOAD_GLOBAL	3	6.7%

LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES

Successors and predecessors for LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	12	40.0%
LOAD_FAST_LOAD_FAST	12	40.0%
LOAD_ATTR	6	20.0%

Successors	Count	Percentage
CALL_ISINSTANCE	12	40.0%
LOAD_GLOBAL_BUILTIN	12	40.0%
CALL	3	10.0%
LOAD_GLOBAL	3	10.0%

LOAD_ATTR_PROPERTY

Successors and predecessors for LOAD_ATTR_PROPERTY

Predecessors	Count	Percentage
LOAD_FAST	464	88.5%
LOAD_ATTR_INSTANCE_VALUE	36	6.9%
LOAD_ATTR	24	4.6%

Successors	Count	Percentage
RESUME_CHECK	524	100.0%

LOAD_ATTR_SLOT

Successors and predecessors for LOAD_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_ATTR_MODULE	747	57.1%
LOAD_FAST	418	31.9%
RETURN_VALUE	76	5.8%
LOAD_ATTR	50	3.8%
LOAD_FAST_LOAD_FAST	18	1.4%

Successors	Count	Percentage
LOAD_FAST	567	43.3%
LOAD_CONST	291	22.2%
STORE_FAST	208	15.9%
CALL_BUILTIN_FAST	166	12.7%
LOAD_FAST_LOAD_FAST	24	1.8%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
RESUME_CHECK	1,926	17.7%
STORE_FAST	1,924	17.6%
POP_JUMP_IF_TRUE	1,169	10.7%
POP_JUMP_IF_FALSE	986	9.0%
LOAD_FAST	876	8.0%

Successors	Count	Percentage
LOAD_FAST	6,291	57.7%
LOAD_DEREF	987	9.1%
LOAD_FAST_LOAD_FAST	771	7.1%
CALL_ISINSTANCE	690	6.3%
CHECK_EXC_MATCH	537	4.9%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
RESUME_CHECK	4,447	21.1%
LOAD_FAST	3,727	17.6%
STORE_FAST	2,189	10.4%
POP_JUMP_IF_FALSE	1,946	9.2%
NOP	1,342	6.4%

Successors	Count	Percentage
LOAD_ATTR_MODULE	6,930	32.8%
LOAD_FAST	4,330	20.5%
LOAD_FAST_LOAD_FAST	1,669	7.9%
IS_OP	1,470	7.0%
CALL_METHOD_DESCRIPTOR_FAST	1,003	4.7%

LOAD_SUPER_ATTR_ATTR

Successors and predecessors for LOAD_SUPER_ATTR_ATTR

Predecessors	Count	Percentage
LOAD_FAST	127	93.4%
LOAD_SUPER_ATTR	9	6.6%

Successors	Count	Percentage
PUSH_NULL	136	100.0%

LOAD_SUPER_ATTR_METHOD

Successors and predecessors for LOAD_SUPER_ATTR_METHOD

Predecessors	Count	Percentage
LOAD_FAST	998	97.9%
LOAD_SUPER_ATTR	21	2.1%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	917	90.0%
LOAD_FAST	84	8.2%
CALL	18	1.8%

RESUME_CHECK

Successors and predecessors for RESUME_CHECK

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	5,125	34.2%
CACHE	2,854	19.0%
CALL	1,975	13.2%
COPY_FREE_VARS	1,462	9.7%
CALL_BOUND_METHOD_EXACT_ARGS	1,070	7.1%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	4,447	29.6%
LOAD_FAST	4,293	28.6%
LOAD_GLOBAL_BUILTIN	1,926	12.8%
NOP	1,406	9.4%
LOAD_FAST_LOAD_FAST	1,079	7.2%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	3,127	55.6%
LOAD_FAST_LOAD_FAST	2,170	38.6%
STORE_ATTR	307	5.5%
LOAD_ATTR_INSTANCE_VALUE	18	0.3%

Successors	Count	Percentage
LOAD_FAST	1,414	25.2%
LOAD_FAST_LOAD_FAST	1,227	21.8%
RETURN_CONST	1,125	20.0%
LOAD_CONST	817	14.5%
BUILD_LIST	462	8.2%

STORE_ATTR_SLOT

Successors and predecessors for STORE_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	166	91.7%
STORE_ATTR	9	5.0%
LOAD_FAST	6	3.3%

Successors	Count	Percentage
LOAD_FAST	169	93.4%
LOAD_GLOBAL	6	3.3%
LOAD_GLOBAL_BUILTIN	6	3.3%

STORE_SUBSCR_DICT

Successors and predecessors for STORE_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_FAST	516	42.8%
LOAD_ATTR_INSTANCE_VALUE	290	24.1%
LOAD_CONST	231	19.2%
STORE_SUBSCR	144	12.0%
LOAD_FAST_LOAD_FAST	24	2.0%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	304	25.2%
LOAD_FAST	289	24.0%
NOP	169	14.0%
JUMP_BACKWARD	99	8.2%
LOAD_CONST	84	7.0%

STORE_SUBSCR_LIST_INT

Successors and predecessors for STORE_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	60	60.6%
STORE_SUBSCR	21	21.2%
LOAD_FAST	18	18.2%

Successors	Count	Percentage
EXTENDED_ARG	51	51.5%
RETURN_CONST	27	27.3%
JUMP_BACKWARD	18	18.2%
LOAD_FAST	3	3.0%

TO_BOOL_BOOL

Successors and predecessors for TO_BOOL_BOOL

Predecessors	Count	Percentage
COPY	1,749	23.6%
LOAD_FAST	1,191	16.1%
CALL_ISINSTANCE	1,128	15.2%
RETURN_VALUE	1,053	14.2%
CALL	505	6.8%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	4,363	59.0%
POP_JUMP_IF_TRUE	2,942	39.8%
EXTENDED_ARG	93	1.3%

TO_BOOL_INT

Successors and predecessors for TO_BOOL_INT

Predecessors	Count	Percentage
BINARY_OP	270	35.3%
CALL_LEN	166	21.7%
CALL_BUILTIN_O	147	19.2%
TO_BOOL	95	12.4%
LOAD_FAST	87	11.4%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	449	58.7%
POP_JUMP_IF_TRUE	253	33.1%
UNARY_NOT	63	8.2%

TO_BOOL_LIST

Successors and predecessors for TO_BOOL_LIST

Predecessors	Count	Percentage
LOAD_FAST	228	56.4%
LOAD_ATTR_INSTANCE_VALUE	93	23.0%
TO_BOOL	36	8.9%
LOAD_ATTR	33	8.2%
LOAD_ATTR_MODULE	14	3.5%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	227	56.2%
POP_JUMP_IF_FALSE	156	38.6%
UNARY_NOT	21	5.2%

TO_BOOL_NONE

Successors and predecessors for TO_BOOL_NONE

Predecessors	Count	Percentage
LOAD_FAST	659	73.5%
COPY	168	18.8%
TO_BOOL	60	6.7%
ENTER_EXECUTOR	9	1.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	707	78.9%
POP_JUMP_IF_TRUE	189	21.1%

TO_BOOL_STR

Successors and predecessors for TO_BOOL_STR

Predecessors	Count	Percentage
STORE_FAST_LOAD_FAST	601	43.1%
LOAD_FAST	596	42.7%
COPY	91	6.5%
TO_BOOL	63	4.5%
CALL_BUILTIN_FAST	27	1.9%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,136	81.4%
POP_JUMP_IF_TRUE	259	18.6%

UNPACK_SEQUENCE_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TUPLE

Predecessors	Count	Percentage
CALL_METHOD_DESCRIPTOR_O	126	53.8%
LOAD_FAST	51	21.8%
UNPACK_SEQUENCE	30	12.8%
RETURN_VALUE	27	11.5%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	186	79.5%
STORE_FAST	48	20.5%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE

Predecessors	Count	Percentage
FOR_ITER_LIST	498	41.5%
RETURN_VALUE	364	30.3%
FOR_ITER	180	15.0%
UNPACK_SEQUENCE	95	7.9%
FOR_ITER_TUPLE	39	3.2%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	972	81.0%
STORE_FAST	186	15.5%
STORE_DEREF	42	3.5%

UNPACK_SEQUENCE_LIST

Successors and predecessors for UNPACK_SEQUENCE_LIST

Predecessors	Count	Percentage
STORE_FAST	1	50.0%
UNPACK_SEQUENCE	1	50.0%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	2	100.0%

Specialization stats

specialization stats by family

BINARY_OP

specialization stats for BINARY_OP family

Kind	Count	Ratio
deferred	1,170	32.4%
hit	2,045	56.7%

	Count	Ratio
Success	149	37.9%
Failure	244	62.1%

Failure kind	Count	Ratio
and int	156	63.9%
or	45	18.4%
xor	12	4.9%
add other	9	3.7%
multiply different types	8	3.3%
and different types	6	2.5%
and other	6	2.5%
remainder	2	0.8%

BINARY_OP_INPLACE_ADD_UNICODE

specialization stats for BINARY_OP_INPLACE_ADD_UNICODE family

BINARY_SLICE

specialization stats for BINARY_SLICE family

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
deferred	1,088	19.4%
hit	4,188	74.7%
miss	93	1.7%

	Count	Ratio
Success	243	73.0%
Failure	90	27.0%

Failure kind	Count	Ratio
out of range	51	56.7%
other	30	33.3%
list slice	6	6.7%
buffer slice	3	3.3%

CALL

specialization stats for CALL family

Kind	Count	Ratio
deferred	12,722	34.1%
hit	22,230	59.6%
miss	1,086	2.9%

	Count	Ratio
Success	1,543	65.4%
Failure	817	34.6%

Failure kind	Count	Ratio
code complex parameters	225	27.5%
cfunc noargs	129	15.8%
meth descr varargs	127	15.5%
class mutable	65	8.0%
class no vectorcall	51	6.2%
cfunc varargs	40	4.9%
cfunc varargs keywords	38	4.7%
operator wrapper	35	4.3%
meth descr varargs keywords	30	3.7%
method wrapper	27	3.3%
other	20	2.4%
init not python	15	1.8%
wrong number arguments	12	1.5%
bound method	3	0.4%

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Count	Ratio
deferred	1,004	13.3%
hit	6,191	82.3%
miss	39	0.5%

	Count	Ratio
Success	244	74.2%
Failure	85	25.8%

Failure kind	Count	Ratio
big int	32	37.6%
other	18	21.2%
list	14	16.5%
different types	12	14.1%
tuple	3	3.5%
baseobject	3	3.5%
float long	3	3.5%

FOR_ITER

specialization stats for FOR_ITER family

Kind	Count	Ratio
deferred	1,122	17.2%
hit	5,076	77.7%
miss	137	2.1%

	Count	Ratio
Success	213	64.2%
Failure	119	35.8%

Failure kind	Count	Ratio
dict items	36	30.3%
ascii string	27	22.7%
dict keys	24	20.2%
enumerate	15	12.6%
bytes	9	7.6%
map	8	6.7%

LOAD_ATTR

specialization stats for LOAD_ATTR family

Kind	Count	Ratio
deferred	9,392	25.7%
deopt	18	0.0%
hit	25,084	68.7%
miss	2,440	6.7%

	Count	Ratio
Success	1,256	62.4%
Failure	758	37.6%

Failure kind	Count	Ratio
metaclass attribute	381	50.3%
method	105	13.9%
not managed dict	67	8.8%
class method obj	58	7.7%
non overriding descriptor	42	5.5%
overridden	39	5.1%
module attr not found	29	3.8%
has managed dict	28	3.7%
builtin class method	6	0.8%
mutable class	3	0.4%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
deferred	9,397	25.6%
deopt	318	0.9%
hit	25,288	69.0%
miss	6,731	18.4%

	Count	Ratio
Success	1,990	100.0%
Failure	0	0.0%

LOAD_SUPER_ATTR

specialization stats for LOAD_SUPER_ATTR family

Kind	Count	Ratio
deferred	33	2.7%
hit	1,155	94.8%

	Count	Ratio
Success	30	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

SEND

specialization stats for SEND family

Kind	Count	Ratio
deferred	21	77.8%

	Count	Ratio
Success	0	0.0%
Failure	6	100.0%

Failure kind	Count	Ratio
list	6	100.0%

STORE_ATTR

specialization stats for STORE_ATTR family

Kind	Count	Ratio
deferred	1,772	22.3%
hit	5,713	71.8%
miss	90	1.1%

	Count	Ratio
Success	316	66.8%
Failure	157	33.2%

Failure kind	Count	Ratio
overridden	80	51.0%
no dict	39	24.8%
overriding descriptor	18	11.5%
not managed dict	14	8.9%
property	3	1.9%
class attr simple	3	1.9%

STORE_SLICE

specialization stats for STORE_SLICE family

STORE_SUBSCR

specialization stats for STORE_SUBSCR family

Kind	Count	Ratio
deferred	422	21.9%
hit	1,304	67.7%

	Count	Ratio
Success	165	82.1%
Failure	36	17.9%

Failure kind	Count	Ratio
bytearray int	18	50.0%
py simple	12	33.3%
out of range	6	16.7%

TO_BOOL

specialization stats for TO_BOOL family

Kind	Count	Ratio
deferred	1,949	14.8%
hit	10,464	79.6%
miss	394	3.0%

	Count	Ratio
Success	654	89.5%
Failure	77	10.5%

Failure kind	Count	Ratio
set	29	37.7%
mapping	15	19.5%
tuple	15	19.5%
dict	12	15.6%
number	6	7.8%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Count	Ratio
deferred	145	8.5%
hit	1,436	84.1%

	Count	Ratio
Success	126	100.0%
Failure	0	0.0%

Specialization effectiveness

specialization effectiveness

Instructions	Count	Ratio
Basic	256,275	55.7%
Not specialized	68,816	15.0%
Specialized hits	123,929	26.9%
Specialized misses	11,012	2.4%

Deferred by instruction

deferred by instruction

Name	Count	Ratio
CALL	12,722	31.6%
LOAD_GLOBAL	9,397	23.4%
LOAD_ATTR	9,392	23.3%
TO_BOOL	1,949	4.8%
STORE_ATTR	1,772	4.4%
BINARY_OP	1,170	2.9%
FOR_ITER	1,122	2.8%
BINARY_SUBSCR	1,088	2.7%
COMPARE_OP	1,004	2.5%
STORE_SUBSCR	422	1.0%

Misses by instruction

misses by instruction

Name	Count	Ratio
LOAD_GLOBAL_BUILTIN	5,509	50.0%
LOAD_ATTR_MODULE	2,366	21.5%
LOAD_GLOBAL_MODULE	1,222	11.1%
CALL_BOUND_METHOD_EXACT_ARGS	483	4.4%
TO_BOOL_NONE	325	3.0%
CALL_PY_EXACT_ARGS	300	2.7%
CALL_METHOD_DESCRIPTOR_O	171	1.6%
FOR_ITER_LIST	129	1.2%
STORE_ATTR_INSTANCE_VALUE	90	0.8%
CALL_METHOD_DESCRIPTOR_FAST	72	0.7%

Call stats

Inlined calls and frame stats

	Count	Ratio
Calls to PyEval_EvalDefault	5,213	31.4%
Calls to Python functions inlined	11,368	68.6%
Calls via PyEval_EvalFrame (total)	5,213	31.4%
Calls via PyEval_EvalFrame (vector)	4,707	28.4%
Calls via PyEval_EvalFrame (generator)	506	3.1%
Calls via PyEval_EvalFrame (legacy)	108	0.7%
Calls via PyEval_EvalFrame (function vectorcall)	4,176	25.2%
Calls via PyEval_EvalFrame (build class)	423	2.6%
Calls via PyEval_EvalFrame (slot)	869	5.2%
Calls via PyEval_EvalFrame (function ex)	97	0.6%
Calls via PyEval_EvalFrame (api)	580	3.5%
Calls via PyEval_EvalFrame (method)	28	0.2%
Frame objects created	855	5.2%
Frames pushed	8,379	50.5%

Object stats

allocations, frees and dict materializatons

	Count	Ratio
Allocations from freelist	86,324	8.0%
Frees to freelist	99,142
Allocations	987,672	92.0%
Allocations to 512 bytes	972,785	90.6%
Allocations to 4 kbytes	8,772	0.8%
Allocations over 4 kbytes	6,115	0.6%
Frees	967,321
New values	673
Interpreter increfs	177,729	24.0%
Interpreter decrefs	215,555	18.4%
Increfs	562,489	76.0%
Decrefs	957,966	81.6%
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%
Dematerialize dict	0	0.0%
Method cache hits	19,283
Method cache misses	5,498
Method cache collisions	2,585
Method cache dunder hits	22,237
Method cache dunder misses	1,961

GC stats

GC collections and effectiveness

Generation	Collections	Objects collected	Object visits
0	32	336	251,566
1	0	0	0
2	9	10,406	405,184

Optimization (Tier 2) stats

statistics about the Tier 2 optimizer

	Count	Ratio
Optimization attempts	66
Traces created	66	100.0%
Trace stack overflow	0	0.0%
Trace stack underflow	0	0.0%
Trace too long	0	0.0%
Trace too short	0	0.0%
Inner loop found	0	0.0%
Recursive call	0	0.0%
Traces executed	1,357
Uops executed	48,251	35.56

Trace length histogram

trace length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	0	0.0%
<= 16	3	4.5%
<= 32	21	31.8%
<= 64	28	42.4%
<= 128	3	4.5%
<= 256	0	0.0%
<= 512	11	16.7%

Optimized trace length histogram

optimized trace length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	3	4.5%
<= 16	24	36.4%
<= 32	22	33.3%
<= 64	6	9.1%
<= 128	0	0.0%
<= 256	11	16.7%

Trace run length histogram

trace run length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	139	10.2%
<= 4	9	0.7%
<= 8	244	18.0%
<= 16	296	21.8%
<= 32	398	29.3%
<= 64	180	13.3%
<= 128	42	3.1%
<= 256	28	2.1%
<= 512	12	0.9%
<= 1,024	0	0.0%
<= 2,048	9	0.7%

Uop execution stats

uop execution stats

Name	Count	Self	Cumulative	Miss ratio
LOAD_FAST	6,621	13.7%	13.7%
_SET_IP	6,352	13.2%	26.9%
_CHECK_VALIDITY	5,572	11.5%	38.4%
STORE_FAST	3,355	7.0%	45.4%
_JUMP_TO_TOP	2,194	4.5%	49.9%
LOAD_CONST	1,752	3.6%	53.6%
_GUARD_TYPE_VERSION	1,432	3.0%	56.5%
_GUARD_NOT_EXHAUSTED_RANGE	1,422	2.9%	59.5%	2.3%
_ITER_CHECK_RANGE	1,422	2.9%	62.4%
_ITER_NEXT_RANGE	1,389	2.9%	65.3%
_STORE_SUBSCR	1,344	2.8%	68.1%
_GUARD_GLOBALS_VERSION	1,151	2.4%	70.5%	9.1%
_LOAD_GLOBAL_MODULE	1,012	2.1%	72.6%
_GUARD_NOT_EXHAUSTED_TUPLE	991	2.1%	74.6%	39.0%
_ITER_CHECK_TUPLE	991	2.1%	76.7%
_CHECK_MANAGED_OBJECT_HAS_VALUES	673	1.4%	78.1%
_LOAD_ATTR_INSTANCE_VALUE	673	1.4%	79.5%
_LOAD_ATTR_METHOD_NO_DICT	672	1.4%	80.9%
_ITER_NEXT_TUPLE	605	1.3%	82.1%
_GUARD_IS_TRUE_POP	577	1.2%	83.3%	2.6%
CALL_METHOD_DESCRIPTOR_FAST	570	1.2%	84.5%
_EXIT_TRACE	562	1.2%	85.7%
_GUARD_NOT_EXHAUSTED_LIST	561	1.2%	86.8%	9.1%
_ITER_CHECK_LIST	561	1.2%	88.0%
LIST_APPEND	534	1.1%	89.1%
_ITER_NEXT_LIST	510	1.1%	90.1%
TO_BOOL_STR	453	0.9%	91.1%
UNPACK_SEQUENCE_TWO_TUPLE	368	0.8%	91.9%
_FOR_ITER_TIER_TWO	354	0.7%	92.6%	30.5%
_GUARD_IS_NONE_POP	278	0.6%	93.2%
_GUARD_IS_FALSE_POP	241	0.5%	93.7%	11.2%
LOAD_NAME	201	0.4%	94.1%
MAP_ADD	189	0.4%	94.5%
_GUARD_BOTH_UNICODE	167	0.3%	94.8%
_BINARY_OP_ADD_UNICODE	167	0.3%	95.2%
PUSH_NULL	147	0.3%	95.5%
_GUARD_IS_NOT_NONE_POP	146	0.3%	95.8%	12.3%
_LOAD_ATTR	140	0.3%	96.1%
COMPARE_OP_STR	111	0.2%	96.3%
TO_BOOL_LIST	91	0.2%	96.5%
BINARY_SLICE	90	0.2%	96.7%
RESUME_CHECK	87	0.2%	96.8%
_CHECK_PEP_523	87	0.2%	97.0%
_CHECK_FUNCTION_EXACT_ARGS	87	0.2%	97.2%
_CHECK_STACK_SPACE	87	0.2%	97.4%
_INIT_CALL_PY_EXACT_ARGS	87	0.2%	97.6%
_PUSH_FRAME	87	0.2%	97.7%
_SAVE_RETURN_OFFSET	87	0.2%	97.9%
CONTAINS_OP	70	0.1%	98.1%
CALL_BUILTIN_O	66	0.1%	98.2%
_GUARD_BOTH_INT	63	0.1%	98.3%
POP_TOP	55	0.1%	98.5%
BINARY_SUBSCR_STR_INT	51	0.1%	98.6%	23.5%
TO_BOOL_NONE	51	0.1%	98.7%	17.6%
IS_OP	45	0.1%	98.8%
STORE_NAME	45	0.1%	98.8%
_GUARD_DORV_VALUES_INST_ATTR_FROM_DICT	45	0.1%	98.9%
_GUARD_KEYS_VERSION	45	0.1%	99.0%
_LOAD_ATTR_METHOD_WITH_VALUES	45	0.1%	99.1%
CALL_BUILTIN_CLASS	42	0.1%	99.2%
_BINARY_OP_SUBTRACT_INT	42	0.1%	99.3%
_POP_FRAME	42	0.1%	99.4%
_GUARD_DORV_VALUES	42	0.1%	99.5%
_STORE_ATTR_INSTANCE_VALUE	42	0.1%	99.6%
_CHECK_CALL_BOUND_METHOD_EXACT_ARGS	39	0.1%	99.6%
_INIT_CALL_BOUND_METHOD_EXACT_ARGS	39	0.1%	99.7%
_GUARD_BUILTINS_VERSION	34	0.1%	99.8%	82.4%
_BINARY_OP_ADD_INT	21	0.0%	99.8%
GET_ITER	13	0.0%	99.9%
_BINARY_SUBSCR	13	0.0%	99.9%
CALL_METHOD_DESCRIPTOR_O	12	0.0%	99.9%
TO_BOOL_BOOL	9	0.0%	99.9%	33.3%
BUILD_TUPLE	9	0.0%	100.0%
LOAD_DEREF	9	0.0%	100.0%
COPY	6	0.0%	100.0%
_LOAD_GLOBAL_BUILTINS	6	0.0%	100.0%

Unsupported opcodes

unsupported opcodes

Opcode	Count
CALL	20
BINARY_SUBSCR_GETITEM	6
YIELD_VALUE	3
CALL_ALLOC_AND_ENTER_INIT	3

Meta stats

Meta statistics

	Count
Number of data files	3

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Stats gathered on: 2023-12-12