pystats github action

[mdboom]

Prototype of part of faster-cpython/tools#115

[mdboom]

@brandtbucher, @markshannon: It would be great to get your feedback on this prototype. No need to review the code -- we can do that once I submit upstream.

This uses a Github Action to run pystats on the merge (head) commit of this PR and the base commit of this PR, then publishes 3 comments:

• A comparison of the two commits (this doesn't include all stats, just the ones that make sense to directly compare)
• The stats from the base commit
• The stats from the head commit

Does this make sense? Is it useful?

EDIT: Sorry, the comments containing the results should come back in ~1 hour or so...

[mdboom]

A separate, but related question is -- why are we seeing such large changes in some of the numbers? This is basically an A/A test -- the Python code itself didn't change, so why did the count of UNPACK_EX go down by 50%? Note that the pyperf PR to only measure stats during benchmarking code has landed, so this does include pyperf/pyperformance itself. Maybe something in the dynamic number of loop calculation of pyperformance is coming into play here and causing differences in the runs?

[markshannon]

Do you want to upstream the changes to the summarize script separately from the github action?
(Once you've got it working)

[mdboom]

@markshannon: Yes, I plan to submit the summarize script separately from the Github action.

If we want "assign a label to run on a PR", we'll need to submit the action upstream. It occurred to me that for daily/weekly reports we could just put the action on faster-cpython/ideas, which might be easier as it doesn't place burden on the broader community to maintain. I know @brandtbucher's issue contemplates doing both things.

[mdboom]

Also an update: I think I have this working now. The A/A results aren't identical, but they are all < 0.1% changed, which I think is good enough.

[mdboom]

Execution counts

execution counts for all instructions

Name	Base Count	Head Count	Change
LOAD_GLOBAL	23,202,370	23,202,375	0.0%
LOAD_BUILD_CLASS	980,536	980,536	0.0%
UNARY_NOT	1,567,298	1,567,346	0.0%
LOAD_CONST__LOAD_FAST	34,533,467	34,533,654	0.0%
STORE_SUBSCR_LIST_INT	1,360,531	1,360,543	0.0%
DICT_UPDATE	742,595	742,595	0.0%
JUMP_BACKWARD_NO_INTERRUPT	19,797,680	19,797,680	0.0%
BEFORE_WITH	2,839,699	2,839,699	0.0%
STORE_SUBSCR	650,670	650,670	0.0%
GET_ITER	41,437,220	41,437,258	0.0%
SWAP	7,367,878	7,368,004	0.0%
WITH_EXCEPT_START	46,638	46,638	0.0%
SET_UPDATE	4,268	4,268	0.0%
JUMP_BACKWARD	1,468,396	1,468,396	0.0%
BUILD_MAP	12,309,506	12,309,455	-0.0%
CALL_NO_KW_TYPE_1	2,035,077	2,035,086	0.0%
SET_ADD	141,004	141,004	0.0%
UNARY_INVERT	181,930	181,939	0.0%
COMPARE_OP	2,297,179	2,297,136	-0.0%
STORE_NAME	17,216,117	17,216,117	0.0%
POP_EXCEPT	3,175,487	3,175,508	0.0%
UNARY_NEGATIVE	309,922	309,922	0.0%
BINARY_SLICE	20,936,123	20,936,283	0.0%
STORE_SLICE	79,445	79,445	0.0%
NOP	37,770,398	37,770,296	-0.0%
STORE_SUBSCR_DICT	4,448,535	4,448,541	0.0%
EXTENDED_ARG	7,714,484	7,714,485	0.0%
BUILD_CONST_KEY_MAP	899,791	899,791	0.0%
DELETE_NAME	95,707	95,707	0.0%
STORE_FAST__LOAD_FAST	173,379,010	173,379,613	0.0%
PUSH_NULL	37,793,006	37,793,027	0.0%
STORE_ATTR_ADAPTIVE	17,689,780	17,689,780	0.0%
LIST_APPEND	10,924,234	10,924,270	0.0%
YIELD_VALUE	33,666,976	33,667,199	0.0%
UNPACK_SEQUENCE	698,565	698,566	0.0%
LOAD_DEREF	19,508,771	19,508,972	0.0%
RETURN_GENERATOR	15,646,002	15,645,972	-0.0%
STORE_DEREF	1,502,103	1,502,103	0.0%
MAP_ADD	14,191,104	14,191,104	0.0%
LOAD_CONST	294,268,261	294,267,196	-0.0%
DICT_MERGE	2,359,491	2,359,434	-0.0%
BINARY_OP_ADAPTIVE	13,417,258	13,417,539	0.0%
MAKE_FUNCTION	14,052,280	14,052,193	-0.0%
DELETE_FAST	1,137,718	1,137,718	0.0%
FOR_ITER	2,692,912	2,692,914	0.0%
CALL_NO_KW_LIST_APPEND	16,068,423	16,068,493	0.0%
LOAD_FAST	779,723,675	779,721,845	-0.0%
JUMP_FORWARD	18,274,443	18,274,185	-0.0%
UNPACK_SEQUENCE_ADAPTIVE	331,095	331,095	0.0%
BUILD_TUPLE	56,167,152	56,166,917	-0.0%
RERAISE	1,005,611	1,005,611	0.0%
LOAD_FAST_CHECK	2,554,192	2,554,192	0.0%
JUMP_IF_FALSE_OR_POP	6,331,472	6,331,481	0.0%
POP_TOP	98,714,029	98,714,261	0.0%
POP_JUMP_IF_NONE	31,034,587	31,034,523	-0.0%
DELETE_ATTR	18,374	18,374	0.0%
CALL_FUNCTION_EX	4,595,169	4,595,112	-0.0%
BINARY_SUBSCR_ADAPTIVE	30,269,353	30,269,445	0.0%
CALL_NO_KW_TUPLE_1	1,527,393	1,527,246	-0.0%
BUILD_SET	112,583	112,583	0.0%
JUMP_BACKWARD_QUICK	97,985,477	97,986,134	0.0%
CLEANUP_THROW	26,047	26,047	0.0%
POP_JUMP_IF_NOT_NONE	27,819,260	27,818,717	-0.0%
LIST_TO_TUPLE	863,595	863,595	0.0%
PUSH_EXC_INFO	3,175,487	3,175,508	0.0%
IMPORT_NAME	1,516,910	1,516,910	0.0%
CALL_NO_KW_STR_1	2,175,040	2,175,203	0.0%
POP_JUMP_IF_TRUE	70,958,164	70,957,889	-0.0%
RETURN_VALUE	190,472,353	190,471,465	-0.0%
POP_JUMP_IF_FALSE	167,845,318	167,845,012	-0.0%
CALL_ADAPTIVE	72,116,512	72,115,606	-0.0%
BUILD_LIST	17,636,296	17,636,525	0.0%
COMPARE_OP_ADAPTIVE	16,545,480	16,545,378	-0.0%
JUMP_IF_TRUE_OR_POP	3,674,322	3,673,956	-0.0%
CHECK_EXC_MATCH	4,159,688	4,159,709	0.0%
STORE_SUBSCR_ADAPTIVE	10,516,561	10,516,573	0.0%
BINARY_OP_SUBTRACT_FLOAT	9,723	9,723	0.0%
LOAD_GLOBAL_ADAPTIVE	5,315,470	5,315,473	0.0%
UNPACK_SEQUENCE_TWO_TUPLE	64,099,637	64,099,820	0.0%
UNPACK_SEQUENCE_TUPLE	23,530,817	23,530,790	-0.0%
GET_YIELD_FROM_ITER	3,120,109	3,120,109	0.0%
MAKE_CELL	3,516,476	3,516,476	0.0%
COPY_FREE_VARS	8,431,461	8,431,440	-0.0%
STORE_FAST__STORE_FAST	100,553,593	100,553,773	0.0%
LOAD_ATTR	50,037,357	50,037,303	-0.0%
BUILD_SLICE	589,636	589,642	0.0%
FORMAT_VALUE	2,223,471	2,223,415	-0.0%
EXTENDED_ARG_QUICK	46,076,527	46,076,793	0.0%
BINARY_OP_ADD_FLOAT	454	454	0.0%
STORE_GLOBAL	127,017	127,017	0.0%
BINARY_OP_SUBTRACT_INT	6,900,960	6,901,034	0.0%
RESUME	8,519,207	8,519,209	0.0%
SETUP_ANNOTATIONS	34,651	34,651	0.0%
IS_OP	30,136,429	30,135,940	-0.0%
LOAD_CLOSURE	2,910,854	2,910,854	0.0%
BINARY_OP	1,447,769	1,447,772	0.0%
COPY	6,856,054	6,856,189	0.0%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	2,164,971	2,164,977	0.0%
LIST_EXTEND	1,021,341	1,021,341	0.0%
CALL_NO_KW_ISINSTANCE	24,194,871	24,194,754	-0.0%
DELETE_SUBSCR	939,127	939,127	0.0%
RESUME_QUICK	219,623,744	219,623,098	-0.0%
FOR_ITER_ADAPTIVE	61,803,626	61,804,041	0.0%
BINARY_SUBSCR	13,580,684	13,580,778	0.0%
FOR_ITER_RANGE	8,425,779	8,425,791	0.0%
UNPACK_SEQUENCE_LIST	785,792	785,792	0.0%
CALL_NO_KW_LEN	20,229,682	20,229,927	0.0%
SEND	22,917,789	22,917,789	0.0%
CALL	29,606,984	29,607,188	0.0%
STORE_FAST	94,809,801	94,809,997	0.0%
LOAD_CLASSDEREF	224	224	0.0%
IMPORT_STAR	37,047	37,047	0.0%
KW_NAMES	8,702,382	8,702,307	-0.0%
BINARY_OP_MULTIPLY_FLOAT	9,015	9,015	0.0%
RAISE_VARARGS	1,553,217	1,553,217	0.0%
LOAD_FAST__LOAD_CONST	101,130,480	101,130,590	0.0%
LOAD_FAST__LOAD_FAST	180,242,542	180,242,667	0.0%
LOAD_NAME	14,530,907	14,530,907	0.0%
IMPORT_FROM	1,470,202	1,470,202	0.0%
LOAD_ATTR_ADAPTIVE	59,979,736	59,978,671	-0.0%
CONTAINS_OP	49,273,933	49,274,005	0.0%
BUILD_STRING	1,523,443	1,523,387	-0.0%
STORE_ATTR	8,581,459	8,581,459	0.0%

Specialization stats

specialization stats by family

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	13580684	11.5%	13580778	11.5%
specialization.deferred	29672571	25.1%	29672663	25.1%
specialization.deopt	221836	0.2%	221839	0.2%
hit	63030460	53.3%	63030410	53.3%
miss	11927361	10.1%	11927452	10.1%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	401,253	67.2%	401,253	67.2%
Failure	195,529	32.8%	195,529	32.8%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
string int	138,718	70.9%	138,718	70.9%
other	36,730	18.8%	36,730	18.8%
list slice	5,936	3.0%	5,936	3.0%
array slice	4,764	2.4%	4,764	2.4%
string slice	4,149	2.1%	4,149	2.1%
buffer slice	3,108	1.6%	3,108	1.6%
tuple slice	915	0.5%	915	0.5%
sequence int	625	0.3%	625	0.3%
buffer int	584	0.3%	584	0.3%

BINARY_SLICE

specialization stats for BINARY_SLICE family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	20936123	100.0%	20936283	100.0%

STORE_SLICE

specialization stats for STORE_SLICE family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	79445	100.0%	79445	100.0%

STORE_SUBSCR

specialization stats for STORE_SUBSCR family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	650670	3.9%	650670	3.9%
specialization.deferred	10333822	61.5%	10333834	61.5%
hit	5809066	34.6%	5809084	34.6%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	120,016	65.7%	120,016	65.7%
Failure	62,723	34.3%	62,723	34.3%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
bytearray int	33,244	53.0%	33,244	53.0%
py simple	19,063	30.4%	19,063	30.4%
out of range	5,861	9.3%	5,861	9.3%
other	1,895	3.0%	1,895	3.0%
dict subclass no override	1,536	2.4%	1,536	2.4%
list slice	1,124	1.8%	1,124	1.8%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	698565	0.8%	698566	0.8%
specialization.deferred	212058	0.2%	212058	0.2%
hit	88416246	99.0%	88416402	99.0%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	105,848	88.9%	105,848	88.9%
Failure	13,189	11.1%	13,189	11.1%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
iterator	8,378	63.5%	8,378	63.5%
sequence	4,810	36.5%	4,810	36.5%
expected error	1	0.0%	1	0.0%

FOR_ITER

specialization stats for FOR_ITER family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	2692912	2.1%	2692914	2.1%
specialization.deferred	60926463	48.5%	60926878	48.5%
specialization.deopt	14346	0.0%	14346	0.0%
hit	61345518	48.8%	61345810	48.8%
miss	767205	0.6%	767205	0.6%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	136,643	15.6%	136,643	15.6%
Failure	740,520	84.4%	740,520	84.4%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
tuple	386,656	52.2%	386,656	52.2%
dict items	78,085	10.5%	78,085	10.5%
generator	55,774	7.5%	55,774	7.5%
ascii string	36,781	5.0%	36,782	5.0%
dict keys	31,875	4.3%	31,875	4.3%
enumerate	30,935	4.2%	30,935	4.2%
map	25,148	3.4%	25,148	3.4%
dict values	21,885	3.0%	21,885	3.0%
itertools	17,341	2.3%	17,341	2.3%
other	14,498	2.0%	14,498	2.0%
set	11,196	1.5%	11,196	1.5%
bytes	9,098	1.2%	9,098	1.2%
seq iter	7,195	1.0%	7,195	1.0%
zip	5,705	0.8%	5,705	0.8%
reversed list	4,604	0.6%	4,604	0.6%
string	2,186	0.3%	2,185	0.3%
range	1,460	0.2%	1,460	0.2%
callable	98	0.0%	98	0.0%

STORE_ATTR

specialization stats for STORE_ATTR family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	8581459	9.8%	8581459	9.8%
specialization.deferred	16789990	19.2%	16789990	19.2%
specialization.deopt	71201	0.1%	71201	0.1%
hit	57283889	65.5%	57284322	65.5%
miss	4769058	5.5%	4769058	5.5%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	484,696	53.9%	484,696	53.9%
Failure	415,094	46.1%	415,094	46.1%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
overridden	223,211	53.8%	223,211	53.8%
not managed dict	62,627	15.1%	62,627	15.1%
out of range	40,254	9.7%	40,254	9.7%
no dict	24,832	6.0%	24,832	6.0%
non object slot	21,345	5.1%	21,345	5.1%
overriding descriptor	19,589	4.7%	19,589	4.7%
property	15,106	3.6%	15,106	3.6%
mutable class	7,319	1.8%	7,319	1.8%
method	811	0.2%	811	0.2%

LOAD_ATTR

specialization stats for LOAD_ATTR family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	50037357	9.0%	50037303	9.0%
specialization.deferred	56278661	10.1%	5627761	10.1%
specialization.deopt	621956	0.1%	621954	0.1%
hit	416180387	74.7%	416179919	74.7%
miss	34922395	6.3%	34922323	6.3%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	2,267,335	61.3%	2,267,332	61.3%
Failure	1,433,740	38.7%	1,433,726	38.7%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
metaclass attribute	356,000	24.8%	356,000	24.8%
not managed dict	227,151	15.8%	227,145	15.8%
method	181,369	12.7%	181,361	12.6%
overridden	154,034	10.7%	154,034	10.7%
out of range	141,759	9.9%	141,759	9.9%
non object slot	133,307	9.3%	133,307	9.3%
class method obj	98,724	6.9%	98,724	6.9%
has managed dict	80,491	5.6%	80,483	5.6%
non overriding descriptor	59,843	4.2%	59,843	4.2%
mutable class	38,606	2.7%	38,606	2.7%
builtin class method	29,685	2.1%	29,685	2.1%
no dict	10,724	0.7%	10,724	0.7%
module attr not found	1,755	0.1%	1,755	0.1%
shadowed	1,091	0.1%	1,091	0.1%
expected error	783	0.1%	783	0.1%

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	2297179	1.8%	2297136	1.8%
specialization.deferred	16037797	12.7%	16037697	12.7%
specialization.deopt	4953	0.0%	4952	0.0%
hit	107746991	85.2%	107747481	85.2%
miss	314303	0.2%	314249	0.2%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	221,023	43.5%	221,022	43.5%
Failure	286,660	56.5%	286,659	56.5%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
not followed by cond jump	154,616	53.9%	154,616	53.9%
big int	63,194	22.0%	63,195	22.0%
different types	17,154	6.0%	17,154	6.0%
other	15,182	5.3%	15,180	5.3%
tuple	9,875	3.4%	9,875	3.4%
bytes	7,592	2.6%	7,592	2.6%
list	6,853	2.4%	6,853	2.4%
baseobject	4,651	1.6%	4,651	1.6%
set	2,986	1.0%	2,986	1.0%
string	1,780	0.6%	1,780	0.6%
bool	1,425	0.5%	1,425	0.5%
long float	1,083	0.4%	1,083	0.4%
float long	269	0.1%	269	0.1%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	23202370	7.7%	23202375	7.7%
specialization.deferred	3275990	1.1%	3275990	1.1%
specialization.deopt	122287	0.0%	122287	0.0%
hit	264989384	88.0%	264989002	88.0%
miss	9554340	3.2%	9554340	3.2%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	2,039,480	100.0%	2,039,483	100.0%
Failure	0	0.0%	0	0.0%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio

BINARY_OP

specialization stats for BINARY_OP family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	1447769	2.8%	1447772	2.8%
specialization.deferred	12898714	24.7%	12898995	24.7%
specialization.deopt	1260	0.0%	1260	0.0%
hit	37880574	72.4%	37880666	72.4%
miss	88584	0.2%	88584	0.2%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	152,355	29.4%	152,355	29.4%
Failure	366,189	70.6%	366,189	70.6%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
and int	170,236	46.5%	170,236	46.5%
add other	63,133	17.2%	63,133	17.2%
or	39,272	10.7%	39,272	10.7%
multiply different types	22,886	6.2%	22,886	6.2%
remainder	14,172	3.9%	14,172	3.9%
subtract different types	10,306	2.8%	10,306	2.8%
add different types	9,789	2.7%	9,789	2.7%
floor divide	7,884	2.2%	7,884	2.2%
xor	7,225	2.0%	7,225	2.0%
and different types	5,604	1.5%	5,604	1.5%
power	5,499	1.5%	5,499	1.5%
lshift	3,917	1.1%	3,917	1.1%
and other	3,408	0.9%	3,408	0.9%
rshift	2,039	0.6%	2,039	0.6%
subtract other	461	0.1%	461	0.1%
multiply other	345	0.1%	345	0.1%
true divide other	7	0.0%	7	0.0%
true divide different types	6	0.0%	6	0.0%

CALL

specialization stats for CALL family

Kind	Base Count	Base Ratio	Head Count	Head Ratio
unquickened	29606984	8.0%	29607188	8.0%
specialization.deferred	68322547	18.5%	68321646	18.5%
specialization.deopt	206286	0.1%	206287	0.1%
hit	259563291	70.2%	259563833	70.2%
miss	12491673	3.4%	12491863	3.4%

Specialization attempts

	Base Count	Base Ratio	Head Count	Head Ratio
Success	1,710,377	45.1%	1,710,377	45.1%
Failure	2,083,588	54.9%	2,083,583	54.9%

Failure kind	Base Count	Base Ratio	Head Count	Head Ratio
pycfunction	411,722	19.8%	411,719	19.8%
complex parameters	333,238	16.0%	333,238	16.0%
python class	320,017	15.4%	320,017	15.4%
pycfunction noargs	309,747	14.9%	309,747	14.9%
class no vectorcall	195,838	9.4%	195,838	9.4%
pycfunction with keywords	158,934	7.6%	158,934	7.6%
kwnames	150,777	7.2%	150,777	7.2%
class mutable	95,201	4.6%	95,201	4.6%
bad call flags	31,354	1.5%	31,354	1.5%
other	27,412	1.3%	27,410	1.3%
method wrapper	27,026	1.3%	27,026	1.3%
bound method	12,328	0.6%	12,328	0.6%
cmethod	8,243	0.4%	8,243	0.4%
str	1,297	0.1%	1,297	0.1%
operator wrapper	454	0.0%	454	0.0%

Specialization effectiveness

specialization effectiveness

Instructions	Base Count	Base Ratio	Head Count	Head Ratio
Basic	2,940,879,097	56.9%	2,940,875,038	56.9%
Not specialized	516,631,307	10.0%	516,630,564	10.0%
Specialized	1,711,928,205	33.1%	1,711,929,436	33.1%

Call stats

Inlined calls and frame stats

	Base Count	Base Ratio	Head Count	Head Ratio
Frames pushed	195,288,539	79.8%	195,287,672	79.8%
Calls to Python functions inlined	130,334,340	53.3%	130,333,641	53.3%
Calls to PyEval_EvalDefault	114,266,606	46.7%	114,266,631	46.7%
Calls via PyEval_EvalFrame (total)	114,266,606	46.7%	114,266,631	46.7%
Calls via PyEval_EvalFrame (vector)	64,953,628	26.6%	64,953,460	26.6%
Calls via PyEval_EvalFrame (function vectorcall)	63,651,045	26.0%	63,650,877	26.0%
Calls via PyEval_EvalFrame (generator)	49,312,978	20.2%	49,313,171	20.2%
Calls via PyEval_EvalFrame (api)	22,603,172	9.2%	22,603,258	9.2%
Calls via PyEval_EvalFrame (slot)	20,710,990	8.5%	20,711,012	8.5%
Frame objects created	7,929,732	3.2%	7,929,848	3.2%
Calls via PyEval_EvalFrame (function ex)	1,131,430	0.5%	1,131,430	0.5%
Calls via PyEval_EvalFrame (build class)	980,536	0.4%	980,536	0.4%
Calls via PyEval_EvalFrame (legacy)	322,551	0.1%	322,551	0.1%
Calls via PyEval_EvalFrame (method)	131,552	0.1%	131,462	0.1%

Object stats

allocations, frees and dict materializatons

	Base Count	Base Ratio	Head Count	Head Ratio
Allocations from freelist	221,056,616	27.2%	221,055,892	27.2%
Frees to freelist	233,355,706		233,355,096
Allocations	590,333,015	72.8%	590,428,633	72.8%
Allocations to 512 bytes	580,756,959	71.6%	580,852,501	71.6%
Allocations to 4 kbytes	7,895,285	1.0%	7,895,276	1.0%
Allocations over 4 kbytes	1,680,771	0.2%	1,680,856	0.2%
Frees	566,759,182		566,855,520
New values	7,844,491		7,844,515
Interpreter increfs	3,595,162,886	55.9%	3,595,159,758	55.9%
Interpreter decrefs	3,895,327,387	56.0%	3,895,322,726	56.1%
Increfs	2,836,075,161	44.1%	2,835,929,754	44.1%
Decrefs	3,054,509,399	44.0%	3,054,371,052	43.9%
Materialize dict (on request)	496,681	6.3%	496,681	6.3%
Materialize dict (new key)	338,453	4.3%	338,453	4.3%
Materialize dict (too big)	0	0.0%	0	0.0%
Materialize dict (str subclass)	0	0.0%	0	0.0%

---

Stats gathered on: 2022-10-31

[mdboom]

Execution counts

execution counts for all instructions

Name	Count	Self	Cumulative	Miss ratio
LOAD_FAST	779,723,675	15.1%	15.1%
LOAD_CONST	294,268,261	5.7%	20.8%
RESUME_QUICK	219,623,744	4.2%	29.5%
RETURN_VALUE	190,472,353	3.7%	33.2%
LOAD_FAST__LOAD_FAST	180,242,542	3.5%	36.7%
STORE_FAST__LOAD_FAST	173,379,010	3.4%	40.0%
POP_JUMP_IF_FALSE	167,845,318	3.2%	43.3%
LOAD_FAST__LOAD_CONST	101,130,480	2.0%	50.5%
STORE_FAST__STORE_FAST	100,553,593	1.9%	52.5%
POP_TOP	98,714,029	1.9%	54.4%
JUMP_BACKWARD_QUICK	97,985,477	1.9%	56.3%
STORE_FAST	94,809,801	1.8%	58.1%
CALL_ADAPTIVE	72,116,512	1.4%	62.7%
POP_JUMP_IF_TRUE	70,958,164	1.4%	64.0%
UNPACK_SEQUENCE_TWO_TUPLE	64,099,637	1.2%	66.5%
FOR_ITER_ADAPTIVE	61,803,626	1.2%	67.7%
LOAD_ATTR_ADAPTIVE	59,979,736	1.2%	68.9%
BUILD_TUPLE	56,167,152	1.1%	70.0%
LOAD_ATTR	50,037,357	1.0%	74.0%
CONTAINS_OP	49,273,933	1.0%	74.9%
EXTENDED_ARG_QUICK	46,076,527	0.9%	75.8%
GET_ITER	41,437,220	0.8%	77.4%
PUSH_NULL	37,793,006	0.7%	78.9%
NOP	37,770,398	0.7%	79.7%
LOAD_CONST__LOAD_FAST	34,533,467	0.7%	81.0%
YIELD_VALUE	33,666,976	0.7%	81.7%
POP_JUMP_IF_NONE	31,034,587	0.6%	82.9%
BINARY_SUBSCR_ADAPTIVE	30,269,353	0.6%	83.5%
IS_OP	30,136,429	0.6%	84.1%
CALL	29,606,984	0.6%	84.7%
POP_JUMP_IF_NOT_NONE	27,819,260	0.5%	85.2%
CALL_NO_KW_ISINSTANCE	24,194,871	0.5%	85.7%
UNPACK_SEQUENCE_TUPLE	23,530,817	0.5%	86.1%
LOAD_GLOBAL	23,202,370	0.4%	86.6%
SEND	22,917,789	0.4%	87.0%
BINARY_SLICE	20,936,123	0.4%	87.8%
CALL_NO_KW_LEN	20,229,682	0.4%	88.2%
JUMP_BACKWARD_NO_INTERRUPT	19,797,680	0.4%	88.6%
LOAD_DEREF	19,508,771	0.4%	89.0%
JUMP_FORWARD	18,274,443	0.4%	89.4%
STORE_ATTR_ADAPTIVE	17,689,780	0.3%	90.0%
BUILD_LIST	17,636,296	0.3%	90.4%
STORE_NAME	17,216,117	0.3%	90.7%
COMPARE_OP_ADAPTIVE	16,545,480	0.3%	91.0%
CALL_NO_KW_LIST_APPEND	16,068,423	0.3%	91.7%
RETURN_GENERATOR	15,646,002	0.3%	92.3%
LOAD_NAME	14,530,907	0.3%	93.4%
MAP_ADD	14,191,104	0.3%	93.7%
MAKE_FUNCTION	14,052,280	0.3%	94.0%
BINARY_SUBSCR	13,580,684	0.3%	94.8%
BINARY_OP_ADAPTIVE	13,417,258	0.3%	95.0%
BUILD_MAP	12,309,506	0.2%	95.5%
LIST_APPEND	10,924,234	0.2%	95.7%
STORE_SUBSCR_ADAPTIVE	10,516,561	0.2%	95.9%
KW_NAMES	8,702,382	0.2%	96.3%
STORE_ATTR	8,581,459	0.2%	96.5%
RESUME	8,519,207	0.2%	96.6%
COPY_FREE_VARS	8,431,461	0.2%	96.8%
FOR_ITER_RANGE	8,425,779	0.2%	97.0%
EXTENDED_ARG	7,714,484	0.1%	97.1%
SWAP	7,367,878	0.1%	97.2%
BINARY_OP_SUBTRACT_INT	6,900,960	0.1%	97.5%
COPY	6,856,054	0.1%	97.7%
JUMP_IF_FALSE_OR_POP	6,331,472	0.1%	97.9%
LOAD_GLOBAL_ADAPTIVE	5,315,470	0.1%	98.0%
CALL_FUNCTION_EX	4,595,169	0.1%	98.1%
STORE_SUBSCR_DICT	4,448,535	0.1%	98.2%
CHECK_EXC_MATCH	4,159,688	0.1%	98.4%
JUMP_IF_TRUE_OR_POP	3,674,322	0.1%	98.5%
MAKE_CELL	3,516,476	0.1%	98.6%
PUSH_EXC_INFO	3,175,487	0.1%	98.7%
POP_EXCEPT	3,175,487	0.1%	98.8%
GET_YIELD_FROM_ITER	3,120,109	0.1%	98.8%
LOAD_CLOSURE	2,910,854	0.1%	98.9%
BEFORE_WITH	2,839,699	0.1%	99.0%
FOR_ITER	2,692,912	0.1%	99.0%
LOAD_FAST_CHECK	2,554,192	0.0%	99.1%
DICT_MERGE	2,359,491	0.0%	99.1%
COMPARE_OP	2,297,179	0.0%	99.2%
FORMAT_VALUE	2,223,471	0.0%	99.3%
CALL_NO_KW_STR_1	2,175,040	0.0%	99.3%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	2,164,971	0.0%	99.3%
CALL_NO_KW_TYPE_1	2,035,077	0.0%	99.4%
UNARY_NOT	1,567,298	0.0%	99.4%
RAISE_VARARGS	1,553,217	0.0%	99.4%
CALL_NO_KW_TUPLE_1	1,527,393	0.0%	99.5%
BUILD_STRING	1,523,443	0.0%	99.5%
IMPORT_NAME	1,516,910	0.0%	99.6%
STORE_DEREF	1,502,103	0.0%	99.6%
IMPORT_FROM	1,470,202	0.0%	99.6%
JUMP_BACKWARD	1,468,396	0.0%	99.7%
BINARY_OP	1,447,769	0.0%	99.7%
STORE_SUBSCR_LIST_INT	1,360,531	0.0%	99.7%
DELETE_FAST	1,137,718	0.0%	99.7%
LIST_EXTEND	1,021,341	0.0%	99.8%
RERAISE	1,005,611	0.0%	99.8%
LOAD_BUILD_CLASS	980,536	0.0%	99.8%
DELETE_SUBSCR	939,127	0.0%	99.8%
BUILD_CONST_KEY_MAP	899,791	0.0%	99.8%
LIST_TO_TUPLE	863,595	0.0%	99.9%
UNPACK_SEQUENCE_LIST	785,792	0.0%	99.9%
DICT_UPDATE	742,595	0.0%	99.9%
UNPACK_SEQUENCE	698,565	0.0%	99.9%
STORE_SUBSCR	650,670	0.0%	99.9%
BUILD_SLICE	589,636	0.0%	100.0%
UNPACK_SEQUENCE_ADAPTIVE	331,095	0.0%	100.0%
UNARY_NEGATIVE	309,922	0.0%	100.0%
UNARY_INVERT	181,930	0.0%	100.0%
SET_ADD	141,004	0.0%	100.0%
STORE_GLOBAL	127,017	0.0%	100.0%
BUILD_SET	112,583	0.0%	100.0%
DELETE_NAME	95,707	0.0%	100.0%
STORE_SLICE	79,445	0.0%	100.0%
WITH_EXCEPT_START	46,638	0.0%	100.0%
IMPORT_STAR	37,047	0.0%	100.0%
SETUP_ANNOTATIONS	34,651	0.0%	100.0%
CLEANUP_THROW	26,047	0.0%	100.0%
DELETE_ATTR	18,374	0.0%	100.0%
BINARY_OP_SUBTRACT_FLOAT	9,723	0.0%	100.0%
BINARY_OP_MULTIPLY_FLOAT	9,015	0.0%	100.0%
SET_UPDATE	4,268	0.0%	100.0%
BINARY_OP_ADD_FLOAT	454	0.0%	100.0%
LOAD_CLASSDEREF	224	0.0%	100.0%

Pair counts

Pair counts for top 100 pairs

Pair	Count	Self	Cumulative
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	186,477,158	3.6%	3.6%
RESUME_QUICK LOAD_FAST	110,990,732	2.1%	5.8%
POP_JUMP_IF_FALSE LOAD_FAST	84,923,442	1.6%	7.4%
LOAD_CONST RETURN_VALUE	69,178,949	1.3%	8.7%
CALL_PY_EXACT_ARGS RESUME_QUICK	62,202,262	1.2%	9.9%
UNPACK_SEQUENCE_TWO_TUPLE STORE_FAST__STORE_FAST	61,672,975	1.2%	11.1%
LOAD_GLOBAL_BUILTIN LOAD_FAST	55,946,893	1.1%	12.2%
LOAD_ATTR_INSTANCE_VALUE LOAD_FAST	50,976,736	1.0%	13.2%
LOAD_FAST LOAD_GLOBAL_MODULE	49,437,306	1.0%	14.2%
STORE_FAST__STORE_FAST LOAD_FAST	37,850,463	0.7%	14.9%
LOAD_FAST LOAD_ATTR_METHOD_NO_DICT	36,691,716	0.7%	15.6%
CONTAINS_OP POP_JUMP_IF_FALSE	35,425,096	0.7%	16.3%
JUMP_BACKWARD_QUICK FOR_ITER_ADAPTIVE	33,531,494	0.6%	16.9%
LOAD_FAST CALL_PY_EXACT_ARGS	33,515,113	0.6%	17.6%
LOAD_FAST RETURN_VALUE	33,384,044	0.6%	18.2%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	33,350,198	0.6%	18.9%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE	32,733,832	0.6%	19.5%
LOAD_FAST LOAD_ATTR_SLOT	31,352,714	0.6%	20.1%
RETURN_VALUE POP_TOP	29,521,261	0.6%	20.7%
STORE_FAST__STORE_FAST LOAD_FAST__LOAD_FAST	27,361,755	0.5%	21.2%
JUMP_BACKWARD_QUICK FOR_ITER_LIST	26,496,738	0.5%	21.7%
LOAD_FAST LOAD_ATTR_ADAPTIVE	25,201,756	0.5%	22.2%
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST	25,120,798	0.5%	22.7%
LOAD_CONST LOAD_CONST	24,587,557	0.5%	23.2%
IS_OP POP_JUMP_IF_FALSE	24,577,292	0.5%	23.6%
POP_TOP LOAD_FAST	24,238,901	0.5%	24.1%
STORE_FAST__LOAD_FAST LOAD_CONST	24,148,244	0.5%	24.6%
NOP LOAD_FAST	23,702,944	0.5%	25.0%
UNPACK_SEQUENCE_TUPLE STORE_FAST__STORE_FAST	23,428,018	0.5%	25.5%
LOAD_ATTR_INSTANCE_VALUE LOAD_CONST	23,369,699	0.5%	25.9%
POP_JUMP_IF_TRUE LOAD_FAST	23,153,186	0.4%	26.4%
LOAD_FAST POP_JUMP_IF_FALSE	22,495,830	0.4%	26.8%
LOAD_CONST COMPARE_OP_STR_JUMP	21,963,950	0.4%	27.3%
RESUME_QUICK LOAD_GLOBAL_BUILTIN	21,901,832	0.4%	27.7%
FOR_ITER_LIST UNPACK_SEQUENCE_TWO_TUPLE	21,178,189	0.4%	28.1%
LOAD_FAST CALL_ADAPTIVE	21,088,298	0.4%	28.5%
LOAD_FAST__LOAD_FAST LOAD_FAST	20,811,508	0.4%	28.9%
LOAD_ATTR_METHOD_WITH_VALUES CALL_PY_EXACT_ARGS	20,687,623	0.4%	29.3%
LOAD_FAST STORE_ATTR_INSTANCE_VALUE	20,482,909	0.4%	29.7%
STORE_FAST LOAD_GLOBAL_BUILTIN	20,440,476	0.4%	30.1%
LOAD_GLOBAL_MODULE IS_OP	20,417,306	0.4%	30.5%
LOAD_FAST__LOAD_FAST STORE_ATTR_INSTANCE_VALUE	20,206,595	0.4%	30.9%
RESUME_QUICK LOAD_GLOBAL_MODULE	19,941,965	0.4%	31.3%
STORE_FAST__STORE_FAST STORE_FAST__LOAD_FAST	19,865,769	0.4%	31.6%
SEND YIELD_VALUE	19,823,727	0.4%	32.0%
JUMP_BACKWARD_NO_INTERRUPT SEND	19,797,680	0.4%	32.4%
RESUME_QUICK JUMP_BACKWARD_NO_INTERRUPT	19,791,468	0.4%	32.8%
COMPARE_OP_INT_JUMP LOAD_FAST	19,703,358	0.4%	33.2%
LOAD_ATTR_METHOD_NO_DICT LOAD_CONST	19,627,686	0.4%	33.6%
GET_ITER FOR_ITER_ADAPTIVE	19,580,328	0.4%	33.9%
RETURN_VALUE STORE_FAST__LOAD_FAST	18,794,891	0.4%	34.3%
LOAD_GLOBAL_MODULE LOAD_FAST	18,524,258	0.4%	34.7%
STORE_FAST LOAD_GLOBAL_MODULE	18,434,386	0.4%	35.0%
LOAD_GLOBAL_MODULE LOAD_FAST__LOAD_FAST	18,315,329	0.4%	35.4%
FOR_ITER_ADAPTIVE STORE_FAST__LOAD_FAST	18,282,275	0.4%	35.7%
LOAD_ATTR_ADAPTIVE LOAD_FAST	17,665,902	0.3%	36.1%
EXTENDED_ARG_QUICK FOR_ITER_LIST	17,570,935	0.3%	36.4%
LOAD_FAST BINARY_SUBSCR_LIST_INT	16,927,010	0.3%	36.7%
COMPARE_OP_INT_JUMP LOAD_FAST__LOAD_CONST	16,870,532	0.3%	37.1%
LOAD_FAST POP_JUMP_IF_TRUE	16,810,597	0.3%	37.4%
STORE_FAST__LOAD_FAST LOAD_FAST	16,620,655	0.3%	37.7%
STORE_FAST NOP	16,179,808	0.3%	38.0%
LOAD_ATTR_SLOT RETURN_VALUE	15,768,871	0.3%	38.3%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_INSTANCE_VALUE	15,696,201	0.3%	38.6%
POP_TOP RESUME_QUICK	15,458,045	0.3%	38.9%
LOAD_FAST__LOAD_FAST COMPARE_OP_INT_JUMP	15,372,049	0.3%	39.2%
LOAD_ATTR_INSTANCE_VALUE STORE_FAST__LOAD_FAST	15,357,902	0.3%	39.5%
POP_TOP LOAD_CONST	15,229,534	0.3%	39.8%
LOAD_FAST__LOAD_CONST BINARY_OP_ADD_INT	15,130,558	0.3%	40.1%
POP_JUMP_IF_NONE LOAD_FAST	15,064,683	0.3%	40.4%
CALL_NO_KW_ISINSTANCE POP_JUMP_IF_FALSE	14,947,941	0.3%	40.7%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_NO_DICT	14,873,858	0.3%	41.0%
LOAD_CONST COMPARE_OP_INT_JUMP	14,840,169	0.3%	41.3%
LOAD_ATTR LOAD_FAST	14,695,283	0.3%	41.5%
JUMP_BACKWARD_QUICK EXTENDED_ARG_QUICK	14,558,098	0.3%	41.8%
COMPARE_OP_STR_JUMP LOAD_FAST__LOAD_CONST	14,407,331	0.3%	42.1%
POP_TOP JUMP_BACKWARD_QUICK	14,298,741	0.3%	42.4%
STORE_ATTR_INSTANCE_VALUE LOAD_CONST	14,212,935	0.3%	42.7%
LOAD_CONST MAKE_FUNCTION	13,998,545	0.3%	42.9%
LOAD_CONST BINARY_SLICE	13,826,068	0.3%	43.2%
STORE_ATTR_INSTANCE_VALUE LOAD_FAST__LOAD_FAST	13,760,410	0.3%	43.5%
LOAD_FAST__LOAD_FAST CALL_PY_EXACT_ARGS	13,739,915	0.3%	43.7%
LOAD_FAST CALL_NO_KW_LEN	13,676,811	0.3%	44.0%
STORE_FAST__LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	13,674,724	0.3%	44.3%
STORE_FAST__LOAD_FAST POP_JUMP_IF_FALSE	13,594,818	0.3%	44.5%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR	13,499,761	0.3%	44.8%
LOAD_FAST__LOAD_CONST COMPARE_OP_INT_JUMP	13,323,243	0.3%	45.0%
LOAD_CONST CALL_ADAPTIVE	13,220,188	0.3%	45.3%
BUILD_TUPLE LOAD_FAST	13,151,193	0.3%	45.6%
PUSH_NULL LOAD_FAST	13,142,676	0.3%	45.8%
LOAD_FAST__LOAD_FAST BUILD_TUPLE	13,139,155	0.3%	46.1%
EXTENDED_ARG_QUICK JUMP_BACKWARD_QUICK	13,096,375	0.3%	46.3%
STORE_FAST__LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	13,076,324	0.3%	46.6%
LOAD_FAST__LOAD_CONST LOAD_CONST	13,070,750	0.3%	46.8%
LOAD_ATTR_METHOD_NO_DICT CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	13,003,467	0.3%	47.1%
CALL_BOUND_METHOD_EXACT_ARGS RESUME_QUICK	12,989,963	0.3%	47.3%
RESUME_QUICK POP_TOP	12,882,402	0.2%	47.6%
PUSH_NULL LOAD_FAST__LOAD_FAST	12,791,848	0.2%	47.8%
LOAD_FAST LOAD_GLOBAL_BUILTIN	12,780,290	0.2%	48.1%
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE	12,695,969	0.2%	48.3%

Predecessor/Successor Pairs

Top 5 predecessors and successors of each opcode

BEFORE_WITH

Successors and predecessors for BEFORE_WITH

Predecessors	Count	Percentage
CALL_ADAPTIVE	1,519,725	53.5%
LOAD_ATTR_INSTANCE_VALUE	797,612	28.1%
CALL_BUILTIN_FAST_WITH_KEYWORDS	209,688	7.4%
CALL	139,414	4.9%
LOAD_ATTR	102,940	3.6%

Successors	Count	Percentage
POP_TOP	2,530,276	89.1%
STORE_FAST__LOAD_FAST	236,695	8.3%
STORE_FAST	72,617	2.6%
STORE_NAME	111	0.0%

BINARY_OP

Successors and predecessors for BINARY_OP

Predecessors	Count	Percentage
LOAD_CONST	590,852	40.8%
LOAD_FAST	275,048	19.0%
CALL	113,073	7.8%
LOAD_ATTR	74,237	5.1%
LOAD_GLOBAL	71,202	4.9%

Successors	Count	Percentage
STORE_FAST	309,670	21.4%
LOAD_CONST	192,974	13.3%
LOAD_FAST	147,575	10.2%
CALL	117,518	8.1%
SWAP	106,157	7.3%

BINARY_OP_ADAPTIVE

Successors and predecessors for BINARY_OP_ADAPTIVE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	3,965,885	29.6%
LOAD_CONST	3,450,520	25.7%
BUILD_TUPLE	1,196,328	8.9%
LOAD_FAST__LOAD_FAST	1,100,044	8.2%
LOAD_FAST__LOAD_CONST	885,648	6.6%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	3,143,683	23.4%
STORE_SUBSCR_ADAPTIVE	1,733,376	12.9%
STORE_FAST__LOAD_FAST	1,320,714	9.8%
STORE_FAST	994,787	7.4%
CALL_ADAPTIVE	881,587	6.6%

BINARY_OP_ADD_FLOAT

Successors and predecessors for BINARY_OP_ADD_FLOAT

Predecessors	Count	Percentage
BINARY_OP_ADAPTIVE	325	71.6%
LOAD_FAST	129	28.4%

Successors	Count	Percentage
STORE_FAST	454	100.0%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT

Predecessors	Count	Percentage
LOAD_FAST__LOAD_CONST	15,130,558	68.1%
LOAD_CONST	3,086,360	13.9%
LOAD_FAST__LOAD_FAST	2,106,225	9.5%
BINARY_OP_MULTIPLY_INT	398,427	1.8%
RETURN_VALUE	394,350	1.8%

Successors	Count	Percentage
LOAD_FAST	11,227,104	50.6%
STORE_FAST__LOAD_FAST	3,256,504	14.7%
STORE_FAST	2,775,420	12.5%
BINARY_SLICE	1,858,890	8.4%
CALL_PY_EXACT_ARGS	611,588	2.8%

BINARY_OP_ADD_UNICODE

Successors and predecessors for BINARY_OP_ADD_UNICODE

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	2,719,231	42.0%
CALL_NO_KW_METHOD_DESCRIPTOR_O	803,724	12.4%
LOAD_FAST	757,799	11.7%
CALL_NO_KW_STR_1	613,137	9.5%
LOAD_CONST	533,250	8.2%

Successors	Count	Percentage
CALL_ADAPTIVE	1,711,351	26.4%
LOAD_FAST	1,634,379	25.2%
STORE_FAST__LOAD_FAST	890,959	13.7%
RETURN_VALUE	716,907	11.1%
STORE_FAST	507,778	7.8%

BINARY_OP_INPLACE_ADD_UNICODE

Successors and predecessors for BINARY_OP_INPLACE_ADD_UNICODE

Predecessors	Count	Percentage
BINARY_OP_ADD_UNICODE	428,281	28.2%
BINARY_SLICE	341,544	22.5%
BINARY_SUBSCR_ADAPTIVE	285,685	18.8%
LOAD_FAST__LOAD_FAST	267,274	17.6%
RETURN_VALUE	153,050	10.1%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	608,855	40.0%
LOAD_FAST	581,553	38.2%
LOAD_FAST__LOAD_CONST	288,838	19.0%
LOAD_GLOBAL_BUILTIN	14,155	0.9%
LOAD_FAST__LOAD_FAST	12,241	0.8%

BINARY_OP_MULTIPLY_FLOAT

Successors and predecessors for BINARY_OP_MULTIPLY_FLOAT

Predecessors	Count	Percentage
LOAD_DEREF	6,944	77.0%
LOAD_FAST__LOAD_CONST	1,508	16.7%
BINARY_OP_ADAPTIVE	563	6.2%

Successors	Count	Percentage
CALL_NO_KW_BUILTIN_O	7,008	77.7%
STORE_FAST	1,805	20.0%
CALL_ADAPTIVE	202	2.2%

BINARY_OP_MULTIPLY_INT

Successors and predecessors for BINARY_OP_MULTIPLY_INT

Predecessors	Count	Percentage
BINARY_SUBSCR_TUPLE_INT	432,058	51.5%
LOAD_CONST	278,160	33.2%
CALL_NO_KW_LEN	89,880	10.7%
CALL_ADAPTIVE	7,888	0.9%
BINARY_OP_ADAPTIVE	7,349	0.9%

Successors	Count	Percentage
BINARY_OP_ADD_INT	398,427	47.5%
LOAD_CONST	116,454	13.9%
CALL_NO_KW_BUILTIN_O	114,161	13.6%
COMPARE_OP_INT_JUMP	89,909	10.7%
BUILD_TUPLE	40,457	4.8%

BINARY_OP_SUBTRACT_FLOAT

Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	7,551	77.7%
LOAD_GLOBAL_MODULE	1,149	11.8%
BINARY_OP_ADAPTIVE	828	8.5%
CALL_ADAPTIVE	192	2.0%
LOAD_ATTR_ADAPTIVE	3	0.0%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	8,100	83.3%
LOAD_CONST	1,301	13.4%
RETURN_VALUE	321	3.3%
STORE_FAST	1	0.0%

BINARY_OP_SUBTRACT_INT

Successors and predecessors for BINARY_OP_SUBTRACT_INT

Predecessors	Count	Percentage
LOAD_FAST	2,472,156	35.8%
LOAD_CONST	1,901,151	27.5%
CALL_NO_KW_LEN	1,165,620	16.9%
LOAD_DEREF	808,632	11.7%
LOAD_FAST__LOAD_FAST	312,754	4.5%

Successors	Count	Percentage
LOAD_CONST	2,150,643	31.2%
RETURN_VALUE	1,070,903	15.5%
LOAD_FAST__LOAD_FAST	1,045,028	15.1%
LOAD_FAST	897,362	13.0%
STORE_FAST	453,216	6.6%

BINARY_SLICE

Successors and predecessors for BINARY_SLICE

Predecessors	Count	Percentage
LOAD_CONST	13,826,068	66.0%
LOAD_FAST	2,202,875	10.5%
BINARY_OP_ADD_INT	1,858,890	8.9%
LOAD_FAST__LOAD_FAST	1,283,389	6.1%
LOAD_FAST__LOAD_CONST	1,102,466	5.3%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	4,615,608	22.0%
STORE_FAST__LOAD_FAST	3,255,056	15.5%
LOAD_FAST	1,886,760	9.0%
CALL_PY_EXACT_ARGS	1,609,497	7.7%
LOAD_GLOBAL_MODULE	1,448,045	6.9%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
BINARY_SUBSCR_LIST_INT	8,924,768	65.7%
BINARY_SUBSCR_TUPLE_INT	2,973,273	21.9%
LOAD_CONST	667,968	4.9%
LOAD_NAME	339,242	2.5%
LOAD_FAST	278,106	2.0%

Successors	Count	Percentage
UNPACK_SEQUENCE_TUPLE	7,712,124	59.4%
LOAD_ATTR_METHOD_NO_DICT	2,258,120	17.4%
LOAD_FAST__LOAD_CONST	633,700	4.9%
LOAD_CONST	525,997	4.0%
RETURN_VALUE	319,343	2.5%

BINARY_SUBSCR_ADAPTIVE

Successors and predecessors for BINARY_SUBSCR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	11,336,570	37.5%
LOAD_CONST	6,941,929	22.9%
LOAD_FAST__LOAD_FAST	5,644,265	18.6%
LOAD_FAST__LOAD_CONST	5,449,631	18.0%
BUILD_SLICE	548,137	1.8%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	8,763,163	29.0%
LOAD_CONST	6,098,504	20.2%
UNPACK_SEQUENCE_TUPLE	4,502,484	14.9%
LOAD_FAST	3,031,641	10.0%
LOAD_ATTR_METHOD_NO_DICT	1,718,407	5.7%

BINARY_SUBSCR_DICT

Successors and predecessors for BINARY_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_FAST	9,385,808	67.5%
LOAD_FAST__LOAD_FAST	1,984,570	14.3%
LOAD_ATTR_INSTANCE_VALUE	846,214	6.1%
LOAD_ATTR	516,432	3.7%
LOAD_FAST__LOAD_CONST	390,996	2.8%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	4,838,253	34.8%
LOAD_FAST__LOAD_FAST	4,472,783	32.2%
GET_ITER	1,715,958	12.3%
PUSH_EXC_INFO	538,836	3.9%
LOAD_CONST	524,927	3.8%

BINARY_SUBSCR_GETITEM

Successors and predecessors for BINARY_SUBSCR_GETITEM

Predecessors	Count	Percentage
LOAD_FAST__LOAD_CONST	2,086,917	58.4%
LOAD_FAST__LOAD_FAST	1,196,258	33.5%
LOAD_FAST	151,675	4.2%
LOAD_CONST	122,966	3.4%
BINARY_SUBSCR_ADAPTIVE	16,954	0.5%

Successors	Count	Percentage
RESUME_QUICK	3,537,381	99.0%
BINARY_SUBSCR	28,461	0.8%
RESUME	7,439	0.2%
MAKE_CELL	1,512	0.0%

BINARY_SUBSCR_LIST_INT

Successors and predecessors for BINARY_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_FAST	16,927,010	41.0%
LOAD_CONST	9,899,837	24.0%
LOAD_FAST__LOAD_CONST	7,584,186	18.4%
LOAD_FAST__LOAD_FAST	6,420,480	15.6%
BINARY_SUBSCR_ADAPTIVE	199,888	0.5%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	11,574,884	28.0%
BINARY_SUBSCR	8,924,768	21.6%
RETURN_VALUE	6,053,891	14.7%
STORE_FAST__LOAD_FAST	6,022,096	14.6%
LOAD_FAST	3,905,429	9.5%

BINARY_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_FAST__LOAD_CONST	8,006,908	49.4%
LOAD_CONST	7,120,744	43.9%
LOAD_FAST	549,760	3.4%
LOAD_GLOBAL_MODULE	403,599	2.5%
BINARY_SUBSCR_ADAPTIVE	126,806	0.8%

Successors	Count	Percentage
LOAD_FAST__LOAD_CONST	3,884,568	24.0%
BINARY_SUBSCR	2,973,273	18.3%
LOAD_GLOBAL_MODULE	2,140,604	13.2%
CALL_NO_KW_BUILTIN_O	1,300,657	8.0%
RETURN_VALUE	1,121,533	6.9%

BUILD_CONST_KEY_MAP

Successors and predecessors for BUILD_CONST_KEY_MAP

Predecessors	Count	Percentage
LOAD_CONST	716,765	79.7%
LOAD_FAST__LOAD_CONST	183,026	20.3%

Successors	Count	Percentage
STORE_FAST	258,337	28.7%
RETURN_VALUE	224,730	25.0%
LOAD_CONST	223,896	24.9%
DICT_UPDATE	116,377	12.9%
STORE_NAME	33,992	3.8%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
RESUME_QUICK	4,235,616	24.0%
LOAD_CONST__LOAD_FAST	2,583,364	14.6%
LOAD_FAST	1,710,975	9.7%
BUILD_TUPLE	1,344,145	7.6%
LOAD_CONST	1,128,783	6.4%

Successors	Count	Percentage
LOAD_FAST	5,803,090	32.9%
BUILD_TUPLE	2,690,079	15.3%
STORE_FAST	2,341,181	13.3%
STORE_FAST__LOAD_FAST	2,198,489	12.5%
COMPARE_OP_ADAPTIVE	1,541,204	8.7%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
RESUME_QUICK	3,715,678	30.2%
POP_JUMP_IF_NONE	1,960,114	15.9%
STORE_FAST__STORE_FAST	1,802,557	14.6%
LOAD_CONST	1,010,462	8.2%
LOAD_FAST	878,693	7.1%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	7,773,077	63.1%
LOAD_FAST	2,470,797	20.1%
LOAD_CONST	485,003	3.9%
BUILD_TUPLE	429,792	3.5%
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	376,865	3.1%

BUILD_SET

Successors and predecessors for BUILD_SET

Predecessors	Count	Percentage
LOAD_ATTR_ADAPTIVE	29,219	26.0%
RESUME_QUICK	22,617	20.1%
LOAD_CONST	19,509	17.3%
LOAD_NAME	14,527	12.9%
RESUME	9,080	8.1%

Successors	Count	Percentage
CONTAINS_OP	35,774	31.8%
LOAD_FAST	31,721	28.2%
BINARY_OP_ADAPTIVE	11,048	9.8%
LOAD_NAME	7,747	6.9%
STORE_FAST	7,645	6.8%

BUILD_SLICE

Successors and predecessors for BUILD_SLICE

Predecessors	Count	Percentage
LOAD_CONST	561,071	95.2%
BINARY_OP_SUBTRACT_INT	18,884	3.2%
BINARY_OP	9,681	1.6%

Successors	Count	Percentage
BINARY_SUBSCR_ADAPTIVE	548,137	93.0%
DELETE_SUBSCR	22,972	3.9%
BINARY_SUBSCR	18,527	3.1%

BUILD_STRING

Successors and predecessors for BUILD_STRING

Predecessors	Count	Percentage
LOAD_CONST	924,644	60.7%
FORMAT_VALUE	598,799	39.3%

Successors	Count	Percentage
STORE_FAST	396,734	26.0%
LOAD_FAST	262,091	17.2%
LIST_APPEND	182,927	12.0%
YIELD_VALUE	161,379	10.6%
CALL_ADAPTIVE	146,356	9.6%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	13,139,155	23.4%
LOAD_FAST	8,919,647	15.9%
LOAD_ATTR_INSTANCE_VALUE	7,630,855	13.6%
LOAD_CONST__LOAD_FAST	4,651,069	8.3%
LOAD_GLOBAL_MODULE	3,294,121	5.9%

Successors	Count	Percentage
LOAD_FAST	13,151,193	23.4%
YIELD_VALUE	5,405,271	9.6%
COMPARE_OP_ADAPTIVE	4,719,456	8.4%
STORE_FAST__LOAD_FAST	4,557,998	8.1%
CALL_NO_KW_LIST_APPEND	4,197,728	7.5%

CALL

Successors and predecessors for CALL

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	10,221,813	34.5%
LOAD_FAST	5,407,294	18.3%
LOAD_CONST	2,685,099	9.1%
LOAD_ATTR	2,377,293	8.0%
LOAD_GLOBAL	1,565,514	5.3%

Successors	Count	Percentage
RESUME_QUICK	8,715,419	29.4%
RESUME	3,514,682	11.9%
RETURN_GENERATOR	2,472,160	8.4%
POP_TOP	2,257,598	7.6%
STORE_NAME	2,183,544	7.4%

CALL_ADAPTIVE

Successors and predecessors for CALL_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	21,088,298	29.2%
LOAD_CONST	13,220,188	18.3%
KW_NAMES	7,953,151	11.0%
LOAD_FAST__LOAD_FAST	6,816,581	9.5%
LOAD_ATTR_MODULE	5,169,664	7.2%

Successors	Count	Percentage
RESUME_QUICK	12,325,344	17.1%
POP_TOP	11,750,869	16.3%
STORE_FAST__LOAD_FAST	8,770,237	12.2%
RETURN_VALUE	8,686,053	12.0%
POP_JUMP_IF_TRUE	3,460,812	4.8%

CALL_BOUND_METHOD_EXACT_ARGS

Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST	8,949,528	60.4%
LOAD_FAST__LOAD_CONST	2,406,771	16.2%
LOAD_FAST__LOAD_FAST	1,107,640	7.5%
BUILD_TUPLE	886,869	6.0%
LOAD_CONST	801,015	5.4%

Successors	Count	Percentage
RESUME_QUICK	12,989,963	87.7%
CALL	1,446,499	9.8%
COPY_FREE_VARS	313,742	2.1%
RESUME	46,558	0.3%
MAKE_CELL	18,395	0.1%

CALL_BUILTIN_CLASS

Successors and predecessors for CALL_BUILTIN_CLASS

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	4,714,882	30.5%
LOAD_GLOBAL_BUILTIN	4,002,610	25.9%
LOAD_FAST	2,727,662	17.6%
LOAD_GLOBAL	705,326	4.6%
CALL_NO_KW_LEN	416,890	2.7%

Successors	Count	Percentage
GET_ITER	5,575,996	36.0%
LOAD_FAST	3,274,409	21.2%
LOAD_ATTR_ADAPTIVE	3,168,180	20.5%
LOAD_CONST	421,823	2.7%
STORE_FAST__LOAD_FAST	419,660	2.7%

CALL_BUILTIN_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_FAST	3,090,656	72.0%
LOAD_FAST__LOAD_CONST	395,030	9.2%
CALL_NO_KW_STR_1	187,449	4.4%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	111,054	2.6%
BUILD_TUPLE	75,844	1.8%

Successors	Count	Percentage
STORE_FAST	1,851,813	43.1%
RETURN_VALUE	1,006,010	23.4%
CALL	402,333	9.4%
PUSH_EXC_INFO	215,105	5.0%
BEFORE_WITH	209,688	4.9%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
DICT_MERGE	2,359,491	51.3%
RETURN_VALUE	769,440	16.7%
LIST_TO_TUPLE	615,333	13.4%
LOAD_FAST	326,921	7.1%
LOAD_FAST__LOAD_FAST	207,021	4.5%

Successors	Count	Percentage
RETURN_VALUE	2,451,925	53.4%
POP_TOP	820,724	17.9%
STORE_FAST	557,682	12.1%
STORE_FAST__LOAD_FAST	397,414	8.6%
UNPACK_SEQUENCE_TUPLE	111,206	2.4%

CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_CONST	1,483,961	68.5%
LOAD_ATTR_METHOD_NO_DICT	271,709	12.6%
LOAD_FAST	158,246	7.3%
LOAD_FAST__LOAD_FAST	106,491	4.9%
LOAD_GLOBAL_MODULE	80,628	3.7%

Successors	Count	Percentage
UNPACK_SEQUENCE_LIST	760,228	35.1%
LOAD_CONST	254,030	11.7%
RETURN_VALUE	241,003	11.1%
GET_ITER	224,429	10.4%
STORE_FAST	177,532	8.2%

CALL_NO_KW_BUILTIN_FAST

Successors and predecessors for CALL_NO_KW_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_CONST	5,723,710	40.9%
LOAD_FAST__LOAD_FAST	3,053,271	21.8%
LOAD_FAST	1,977,597	14.1%
LOAD_FAST__LOAD_CONST	1,609,815	11.5%
CALL_ADAPTIVE	236,768	1.7%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	3,424,552	24.5%
RETURN_VALUE	2,087,598	14.9%
POP_JUMP_IF_NOT_NONE	1,824,226	13.0%
POP_TOP	1,636,885	11.7%
STORE_FAST__LOAD_FAST	1,179,716	8.4%

CALL_NO_KW_BUILTIN_O

Successors and predecessors for CALL_NO_KW_BUILTIN_O

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	3,874,783	26.0%
LOAD_FAST	3,462,426	23.2%
LOAD_GLOBAL_MODULE	1,414,326	9.5%
BINARY_SUBSCR_TUPLE_INT	1,300,657	8.7%
LOAD_FAST__LOAD_CONST	1,244,399	8.3%

Successors	Count	Percentage
POP_TOP	7,542,772	50.6%
STORE_FAST__LOAD_FAST	1,722,356	11.6%
BUILD_TUPLE	1,341,445	9.0%
LIST_APPEND	935,587	6.3%
RETURN_VALUE	866,001	5.8%

CALL_NO_KW_ISINSTANCE

Successors and predecessors for CALL_NO_KW_ISINSTANCE

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	10,154,114	42.0%
LOAD_GLOBAL_MODULE	7,645,357	31.6%
BUILD_TUPLE	2,599,689	10.7%
LOAD_ATTR_MODULE	1,714,700	7.1%
LOAD_GLOBAL	908,112	3.8%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	14,947,941	61.8%
POP_JUMP_IF_TRUE	7,864,289	32.5%
LOAD_FAST	430,558	1.8%
STORE_FAST__LOAD_FAST	311,659	1.3%
JUMP_IF_FALSE_OR_POP	223,158	0.9%

CALL_NO_KW_LEN

Successors and predecessors for CALL_NO_KW_LEN

Predecessors	Count	Percentage
LOAD_FAST	13,676,811	67.6%
LOAD_ATTR_INSTANCE_VALUE	2,577,828	12.7%
LOAD_FAST__LOAD_FAST	2,150,724	10.6%
JUMP_IF_TRUE_OR_POP	1,056,312	5.2%
LOAD_GLOBAL_MODULE	136,876	0.7%

Successors	Count	Percentage
LOAD_CONST	7,138,604	35.3%
STORE_FAST__LOAD_FAST	3,682,587	18.2%
RETURN_VALUE	2,070,909	10.2%
LOAD_FAST	1,911,189	9.4%
STORE_FAST	1,253,344	6.2%

CALL_NO_KW_LIST_APPEND

Successors and predecessors for CALL_NO_KW_LIST_APPEND

Predecessors	Count	Percentage
LOAD_FAST	10,946,605	68.1%
BUILD_TUPLE	4,197,728	26.1%
LOAD_FAST_CHECK	145,979	0.9%
RETURN_VALUE	130,303	0.8%
LOAD_CONST	121,452	0.8%

Successors	Count	Percentage
LOAD_CONST	7,038,020	43.8%
JUMP_BACKWARD_QUICK	6,580,365	41.0%
LOAD_FAST__LOAD_FAST	1,142,601	7.1%
LOAD_FAST	573,434	3.6%
EXTENDED_ARG_QUICK	253,997	1.6%

CALL_NO_KW_METHOD_DESCRIPTOR_FAST

Successors and predecessors for CALL_NO_KW_METHOD_DESCRIPTOR_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	4,886,041	27.6%
LOAD_CONST	4,250,738	24.0%
LOAD_ATTR_METHOD_NO_DICT	3,009,776	17.0%
LOAD_FAST	2,771,353	15.7%
LOAD_FAST__LOAD_CONST	690,116	3.9%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	4,515,800	25.5%
LIST_APPEND	4,299,040	24.3%
UNPACK_SEQUENCE_TUPLE	2,589,300	14.6%
LOAD_FAST	1,573,076	8.9%
UNPACK_SEQUENCE_TWO_TUPLE	933,387	5.3%

CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_NO_DICT	13,003,467	99.1%
LOAD_ATTR_METHOD_LAZY_DICT	40,711	0.3%
CALL_ADAPTIVE	39,664	0.3%
LOAD_ATTR_ADAPTIVE	23,118	0.2%
LOAD_ATTR_METHOD_WITH_DICT	18,203	0.1%

Successors	Count	Percentage
STORE_FAST	5,023,099	38.3%
LOAD_FAST	4,724,212	36.0%
POP_JUMP_IF_FALSE	1,038,269	7.9%
JUMP_IF_FALSE_OR_POP	562,438	4.3%
STORE_FAST__LOAD_FAST	429,616	3.3%

CALL_NO_KW_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_NO_KW_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
RETURN_VALUE	1,999,049	27.7%
LOAD_CONST	1,708,576	23.7%
LOAD_FAST	1,192,177	16.5%
BINARY_SLICE	770,709	10.7%
BUILD_LIST	398,549	5.5%

Successors	Count	Percentage
RETURN_VALUE	2,399,232	33.3%
POP_TOP	1,499,175	20.8%
LOAD_CONST	1,327,112	18.4%
BINARY_OP_ADD_UNICODE	803,724	11.2%
UNPACK_SEQUENCE_TUPLE	430,753	6.0%

CALL_NO_KW_STR_1

Successors and predecessors for CALL_NO_KW_STR_1

Predecessors	Count	Percentage
LOAD_FAST	1,399,357	64.3%
LOAD_ATTR_INSTANCE_VALUE	601,563	27.7%
RETURN_VALUE	110,369	5.1%
CALL_ADAPTIVE	22,799	1.0%
LOAD_ATTR_SLOT	20,166	0.9%

Successors	Count	Percentage
BINARY_OP_ADD_UNICODE	613,137	28.2%
YIELD_VALUE	404,720	18.6%
STORE_FAST__LOAD_FAST	392,524	18.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	187,449	8.6%
BUILD_TUPLE	131,257	6.0%

CALL_NO_KW_TUPLE_1

Successors and predecessors for CALL_NO_KW_TUPLE_1

Predecessors	Count	Percentage
RETURN_GENERATOR	520,352	34.1%
LOAD_FAST	324,226	21.2%
LOAD_GLOBAL_MODULE	218,274	14.3%
CALL_BUILTIN_CLASS	206,551	13.5%
CALL_ADAPTIVE	127,662	8.4%

Successors	Count	Percentage
RETURN_VALUE	322,940	21.1%
LOAD_FAST	233,516	15.3%
STORE_FAST	223,523	14.6%
CALL_ADAPTIVE	221,058	14.5%
STORE_FAST__LOAD_FAST	163,220	10.7%

CALL_NO_KW_TYPE_1

Successors and predecessors for CALL_NO_KW_TYPE_1

Predecessors	Count	Percentage
LOAD_FAST	1,652,178	81.2%
LOAD_GLOBAL_MODULE	173,519	8.5%
LOAD_CONST	125,431	6.2%
LOAD_GLOBAL	23,961	1.2%
CALL_ADAPTIVE	22,718	1.1%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	552,639	27.2%
LOAD_FAST	481,277	23.6%
LOAD_FAST__LOAD_FAST	363,420	17.9%
LOAD_GLOBAL_MODULE	296,853	14.6%
STORE_FAST	202,675	10.0%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST	33,515,113	39.4%
LOAD_ATTR_METHOD_WITH_VALUES	20,687,623	24.3%
LOAD_FAST__LOAD_FAST	13,739,915	16.2%
GET_ITER	2,944,276	3.5%
BINARY_SLICE	1,609,497	1.9%

Successors	Count	Percentage
RESUME_QUICK	62,202,262	73.1%
RETURN_GENERATOR	11,013,300	12.9%
CALL	10,221,813	12.0%
MAKE_CELL	869,293	1.0%
RESUME	504,457	0.6%

CALL_PY_WITH_DEFAULTS

Successors and predecessors for CALL_PY_WITH_DEFAULTS

Predecessors	Count	Percentage
LOAD_FAST	2,172,609	71.2%
LOAD_FAST__LOAD_FAST	451,752	14.8%
LOAD_ATTR_ADAPTIVE	109,628	3.6%
LOAD_CONST__LOAD_FAST	68,860	2.3%
CALL_ADAPTIVE	32,534	1.1%

Successors	Count	Percentage
RESUME_QUICK	2,916,779	95.5%
MAKE_CELL	101,931	3.3%
RESUME	20,388	0.7%
COPY_FREE_VARS	10,684	0.3%
CALL	3,183	0.1%

CHECK_EXC_MATCH

Successors and predecessors for CHECK_EXC_MATCH

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	2,210,867	53.1%
LOAD_GLOBAL_BUILTIN	1,124,319	27.0%
LOAD_GLOBAL	473,989	11.4%
BUILD_TUPLE	229,175	5.5%
LOAD_GLOBAL_ADAPTIVE	65,527	1.6%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	4,159,682	100.0%
EXTENDED_ARG	6	0.0%

COMPARE_OP

Successors and predecessors for COMPARE_OP

Predecessors	Count	Percentage
LOAD_CONST	1,299,581	56.6%
LOAD_FAST	279,109	12.2%
COMPARE_OP_STR_JUMP	154,817	6.7%
COMPARE_OP_INT_JUMP	133,892	5.8%
LOAD_GLOBAL	102,801	4.5%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,784,419	77.7%
POP_JUMP_IF_TRUE	299,987	13.1%
RETURN_VALUE	53,250	2.3%
JUMP_IF_FALSE_OR_POP	50,202	2.2%
STORE_FAST	27,456	1.2%

COMPARE_OP_ADAPTIVE

Successors and predecessors for COMPARE_OP_ADAPTIVE

Predecessors	Count	Percentage
BUILD_TUPLE	4,719,456	28.5%
LOAD_CONST	2,290,405	13.8%
LOAD_ATTR_INSTANCE_VALUE	2,074,818	12.5%
LOAD_FAST__LOAD_CONST	1,894,579	11.5%
BUILD_LIST	1,541,204	9.3%

Successors	Count	Percentage
RETURN_VALUE	5,788,715	35.0%
POP_JUMP_IF_FALSE	5,737,894	34.7%
EXTENDED_ARG_QUICK	1,939,197	11.7%
JUMP_IF_FALSE_OR_POP	1,150,725	7.0%
POP_JUMP_IF_TRUE	1,042,731	6.3%

COMPARE_OP_FLOAT_JUMP

Successors and predecessors for COMPARE_OP_FLOAT_JUMP

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	324,613	95.4%
COMPARE_OP_ADAPTIVE	8,345	2.5%
LOAD_CONST	4,332	1.3%
LOAD_FAST	2,656	0.8%
LOAD_ATTR_ADAPTIVE	300	0.1%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	299,246	87.9%
COMPARE_OP	25,594	7.5%
LOAD_GLOBAL_ADAPTIVE	7,654	2.2%
LOAD_GLOBAL_BUILTIN	4,332	1.3%
LOAD_FAST__LOAD_CONST	2,606	0.8%

COMPARE_OP_INT_JUMP

Successors and predecessors for COMPARE_OP_INT_JUMP

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	15,372,049	23.3%
LOAD_CONST	14,840,169	22.5%
LOAD_FAST__LOAD_CONST	13,323,243	20.2%
LOAD_FAST	7,501,753	11.4%
LOAD_ATTR_INSTANCE_VALUE	3,625,650	5.5%

Successors	Count	Percentage
LOAD_FAST	19,703,358	29.8%
LOAD_FAST__LOAD_CONST	16,870,532	25.5%
JUMP_BACKWARD_QUICK	8,424,348	12.8%
LOAD_CONST	6,068,455	9.2%
LOAD_FAST__LOAD_FAST	5,418,538	8.2%

COMPARE_OP_STR_JUMP

Successors and predecessors for COMPARE_OP_STR_JUMP

Predecessors	Count	Percentage
LOAD_CONST	21,963,950	52.7%
LOAD_FAST__LOAD_CONST	8,742,809	21.0%
LOAD_FAST	4,735,101	11.4%
LOAD_ATTR_INSTANCE_VALUE	3,608,333	8.7%
BINARY_SUBSCR_ADAPTIVE	1,336,407	3.2%

Successors	Count	Percentage
LOAD_FAST__LOAD_CONST	14,407,331	34.6%
LOAD_FAST	11,083,212	26.6%
JUMP_BACKWARD_QUICK	8,961,474	21.5%
LOAD_CONST	2,164,753	5.2%
LOAD_GLOBAL_MODULE	1,844,875	4.4%

CONTAINS_OP

Successors and predecessors for CONTAINS_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	12,206,179	24.8%
LOAD_FAST	9,583,067	19.4%
LOAD_FAST__LOAD_CONST	8,358,064	17.0%
LOAD_FAST__LOAD_FAST	7,611,143	15.4%
LOAD_ATTR_INSTANCE_VALUE	2,407,650	4.9%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	35,425,096	71.9%
POP_JUMP_IF_TRUE	10,031,472	20.4%
EXTENDED_ARG_QUICK	2,619,275	5.3%
RETURN_VALUE	673,517	1.4%
STORE_FAST__LOAD_FAST	354,631	0.7%

COPY

Successors and predecessors for COPY

Predecessors	Count	Percentage
LOAD_FAST	2,565,701	37.4%
SWAP	2,058,279	30.0%
LOAD_CONST	931,472	13.6%
RERAISE	445,436	6.5%
BINARY_OP_ADD_INT	249,312	3.6%

Successors	Count	Percentage
COMPARE_OP_INT_JUMP	1,533,151	22.4%
LOAD_FAST	1,168,388	17.0%
STORE_FAST__STORE_FAST	950,617	13.9%
LOAD_ATTR_INSTANCE_VALUE	855,396	12.5%
POP_EXCEPT	560,740	8.2%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CALL	1,697,465	50.0%
CALL_ADAPTIVE	1,110,240	32.7%
CALL_BOUND_METHOD_EXACT_ARGS	313,742	9.2%
CALL_PY_EXACT_ARGS	263,082	7.7%
CALL_PY_WITH_DEFAULTS	10,684	0.3%

Successors	Count	Percentage
RESUME_QUICK	6,815,723	80.8%
RETURN_GENERATOR	961,935	11.4%
RESUME	490,508	5.8%
MAKE_CELL	163,295	1.9%

DELETE_ATTR

Successors and predecessors for DELETE_ATTR

Predecessors	Count	Percentage
LOAD_FAST	17,330	94.3%
LOAD_NAME	1,044	5.7%

Successors	Count	Percentage
LOAD_FAST	11,251	61.2%
NOP	5,614	30.6%
LOAD_NAME	783	4.3%
LOAD_GLOBAL	461	2.5%
LOAD_CONST	265	1.4%

DELETE_FAST

Successors and predecessors for DELETE_FAST

Predecessors	Count	Percentage
STORE_FAST	1,137,715	100.0%
POP_TOP	3	0.0%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	1,093,709	96.1%
EXTENDED_ARG_QUICK	26,566	2.3%
LOAD_CONST	13,800	1.2%
EXTENDED_ARG	1,556	0.1%
JUMP_BACKWARD	1,383	0.1%

DELETE_NAME

Successors and predecessors for DELETE_NAME

Predecessors	Count	Percentage
DELETE_NAME	39,626	41.4%
STORE_NAME	29,730	31.1%
FOR_ITER_ADAPTIVE	10,167	10.6%
POP_TOP	8,962	9.4%
FOR_ITER_LIST	4,527	4.7%

Successors	Count	Percentage
DELETE_NAME	39,626	41.4%
LOAD_CONST	27,023	28.2%
PUSH_NULL	9,363	9.8%
NOP	6,661	7.0%
LOAD_NAME	4,413	4.6%

DELETE_SUBSCR

Successors and predecessors for DELETE_SUBSCR

Predecessors	Count	Percentage
LOAD_FAST	814,792	86.8%
LOAD_FAST__LOAD_FAST	86,961	9.3%
BUILD_SLICE	22,972	2.4%
LOAD_FAST__LOAD_CONST	7,971	0.8%
LOAD_CONST	5,372	0.6%

Successors	Count	Percentage
LOAD_CONST	431,760	46.0%
LOAD_GLOBAL_MODULE	294,846	31.4%
JUMP_BACKWARD_QUICK	102,472	10.9%
LOAD_GLOBAL	48,156	5.1%
LOAD_GLOBAL_ADAPTIVE	21,348	2.3%

DICT_MERGE

Successors and predecessors for DICT_MERGE

Predecessors	Count	Percentage
LOAD_FAST	2,186,379	92.7%
CALL_ADAPTIVE	90,622	3.8%
LOAD_DEREF	74,349	3.2%
CALL	7,985	0.3%
LOAD_ATTR	77	0.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	2,359,491	100.0%

DICT_UPDATE

Successors and predecessors for DICT_UPDATE

Predecessors	Count	Percentage
MAP_ADD	620,783	83.6%
BUILD_CONST_KEY_MAP	116,377	15.7%
BUILD_MAP	4,463	0.6%
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	510	0.1%
RETURN_VALUE	252	0.0%

Successors	Count	Percentage
BUILD_MAP	519,021	69.9%
LOAD_CONST	112,383	15.1%
MAP_ADD	80,226	10.8%
STORE_NAME	24,360	3.3%
EXTENDED_ARG	2,850	0.4%

EXTENDED_ARG

Successors and predecessors for EXTENDED_ARG

Predecessors	Count	Percentage
MAP_ADD	3,690,477	47.8%
LOAD_CONST	3,520,614	45.6%
BUILD_MAP	224,354	2.9%
LOAD_NAME	34,459	0.4%
LOAD_FAST	28,353	0.4%

Successors	Count	Percentage
LOAD_CONST	7,477,177	96.9%
POP_JUMP_IF_FALSE	69,800	0.9%
JUMP_BACKWARD	49,208	0.6%
FOR_ITER	45,801	0.6%
LOAD_ATTR	34,103	0.4%

EXTENDED_ARG_QUICK

Successors and predecessors for EXTENDED_ARG_QUICK

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	14,558,098	31.6%
GET_ITER	7,541,996	16.4%
JUMP_FORWARD	4,946,385	10.7%
POP_JUMP_IF_TRUE	3,180,805	6.9%
CONTAINS_OP	2,619,275	5.7%

Successors	Count	Percentage
FOR_ITER_LIST	17,570,935	38.1%
JUMP_BACKWARD_QUICK	13,096,375	28.4%
POP_JUMP_IF_FALSE	6,581,142	14.3%
FOR_ITER_ADAPTIVE	4,532,135	9.8%
JUMP_FORWARD	2,519,666	5.5%

FORMAT_VALUE

Successors and predecessors for FORMAT_VALUE

Predecessors	Count	Percentage
LOAD_CONST__LOAD_FAST	883,291	39.7%
LOAD_FAST	295,744	13.3%
LOAD_ATTR_SLOT	225,546	10.1%
STORE_FAST__LOAD_FAST	225,247	10.1%
LOAD_ATTR_ADAPTIVE	178,826	8.0%

Successors	Count	Percentage
LOAD_CONST	1,015,306	45.7%
BUILD_STRING	598,799	26.9%
LOAD_CONST__LOAD_FAST	442,513	19.9%
LOAD_FAST	136,393	6.1%
LOAD_FAST_CHECK	20,097	0.9%

FOR_ITER

Successors and predecessors for FOR_ITER

Predecessors	Count	Percentage
JUMP_BACKWARD	1,115,659	41.4%
FOR_ITER_LIST	767,205	28.5%
GET_ITER	518,091	19.2%
LOAD_FAST	246,156	9.1%
EXTENDED_ARG	45,801	1.7%

Successors	Count	Percentage
STORE_FAST	1,254,437	46.6%
LOAD_FAST	609,530	22.6%
UNPACK_SEQUENCE	271,664	10.1%
LOAD_CONST	203,888	7.6%
STORE_NAME	98,666	3.7%

FOR_ITER_ADAPTIVE

Successors and predecessors for FOR_ITER_ADAPTIVE

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	33,531,494	54.3%
GET_ITER	19,580,328	31.7%
EXTENDED_ARG_QUICK	4,532,135	7.3%
LOAD_FAST	3,269,198	5.3%
FOR_ITER_ADAPTIVE	740,520	1.2%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	18,282,275	29.6%
UNPACK_SEQUENCE_TWO_TUPLE	12,195,303	19.7%
LOAD_CONST	8,075,180	13.1%
STORE_FAST	7,672,353	12.4%
LOAD_FAST	5,831,182	9.4%

FOR_ITER_LIST

Successors and predecessors for FOR_ITER_LIST

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	26,496,738	49.4%
EXTENDED_ARG_QUICK	17,570,935	32.7%
GET_ITER	8,369,161	15.6%
LOAD_FAST	1,124,080	2.1%
FOR_ITER_ADAPTIVE	126,030	0.2%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	21,178,189	39.4%
STORE_FAST__LOAD_FAST	11,645,973	21.7%
STORE_FAST	8,544,458	15.9%
LOAD_FAST	2,643,176	4.9%
LOAD_CONST__LOAD_FAST	2,219,190	4.1%

FOR_ITER_RANGE

Successors and predecessors for FOR_ITER_RANGE

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	7,650,390	90.8%
GET_ITER	680,125	8.1%
LOAD_FAST	84,643	1.0%
FOR_ITER_ADAPTIVE	10,613	0.1%
EXTENDED_ARG_QUICK	8	0.0%

Successors	Count	Percentage
LOAD_CONST__LOAD_FAST	3,341,486	39.7%
LOAD_FAST__LOAD_FAST	2,873,467	34.1%
PUSH_NULL	861,991	10.2%
LOAD_FAST	704,467	8.4%
JUMP_FORWARD	215,708	2.6%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
RETURN_GENERATOR	10,451,860	25.2%
STORE_FAST__LOAD_FAST	7,819,703	18.9%
CALL_BUILTIN_CLASS	5,575,996	13.5%
LOAD_FAST	5,403,505	13.0%
LOAD_ATTR_INSTANCE_VALUE	5,196,930	12.5%

Successors	Count	Percentage
FOR_ITER_ADAPTIVE	19,580,328	47.3%
FOR_ITER_LIST	8,369,161	20.2%
EXTENDED_ARG_QUICK	7,541,996	18.2%
CALL_PY_EXACT_ARGS	2,944,276	7.1%
CALL_ADAPTIVE	1,342,824	3.2%

GET_YIELD_FROM_ITER

Successors and predecessors for GET_YIELD_FROM_ITER

Predecessors	Count	Percentage
RETURN_GENERATOR	3,113,091	99.8%
CALL_BUILTIN_FAST_WITH_KEYWORDS	2,026	0.1%
LOAD_FAST	1,456	0.0%
CALL	1,287	0.0%
RETURN_VALUE	842	0.0%

Successors	Count	Percentage
LOAD_CONST	3,120,109	100.0%

IMPORT_FROM

Successors and predecessors for IMPORT_FROM

Predecessors	Count	Percentage
IMPORT_NAME	760,783	51.7%
STORE_NAME	700,489	47.6%
STORE_FAST	7,486	0.5%
STORE_GLOBAL	1,004	0.1%
POP_TOP	440	0.0%

Successors	Count	Percentage
STORE_NAME	1,382,363	94.0%
STORE_FAST	78,681	5.4%
PUSH_EXC_INFO	7,714	0.5%
STORE_GLOBAL	1,004	0.1%
SWAP	440	0.0%

IMPORT_NAME

Successors and predecessors for IMPORT_NAME

Predecessors	Count	Percentage
LOAD_CONST	1,516,910	100.0%

Successors	Count	Percentage
IMPORT_FROM	760,783	50.2%
STORE_NAME	677,921	44.7%
IMPORT_STAR	37,047	2.4%
PUSH_EXC_INFO	18,120	1.2%
STORE_FAST	12,239	0.8%

IMPORT_STAR

Successors and predecessors for IMPORT_STAR

Predecessors	Count	Percentage
IMPORT_NAME	37,047	100.0%

Successors	Count	Percentage
LOAD_CONST	21,761	58.7%
BUILD_LIST	9,807	26.5%
NOP	3,311	8.9%
LOAD_NAME	1,791	4.8%
DELETE_NAME	361	1.0%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	20,417,306	67.7%
LOAD_ATTR_SLOT	2,256,156	7.5%
LOAD_ATTR	1,987,770	6.6%
LOAD_ATTR_ADAPTIVE	1,459,404	4.8%
LOAD_FAST__LOAD_CONST	853,157	2.8%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	24,577,292	81.6%
POP_JUMP_IF_TRUE	3,997,019	13.3%
JUMP_IF_FALSE_OR_POP	712,590	2.4%
STORE_FAST__LOAD_FAST	279,244	0.9%
RETURN_VALUE	224,617	0.7%

JUMP_BACKWARD

Successors and predecessors for JUMP_BACKWARD

Predecessors	Count	Percentage
POP_TOP	515,308	35.1%
POP_JUMP_IF_TRUE	219,158	14.9%
LIST_APPEND	201,724	13.7%
POP_EXCEPT	107,622	7.3%
POP_JUMP_IF_FALSE	87,410	6.0%

Successors	Count	Percentage
FOR_ITER	1,115,659	76.0%
FOR_ITER_ADAPTIVE	149,951	10.2%
LOAD_FAST	80,221	5.5%
LOAD_GLOBAL	48,024	3.3%
NOP	23,751	1.6%

JUMP_BACKWARD_NO_INTERRUPT

Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT

Predecessors	Count	Percentage
RESUME_QUICK	19,791,468	100.0%
RESUME	6,212	0.0%

Successors	Count	Percentage
SEND	19,797,680	100.0%

JUMP_BACKWARD_QUICK

Successors and predecessors for JUMP_BACKWARD_QUICK

Predecessors	Count	Percentage
POP_TOP	14,298,741	14.6%
EXTENDED_ARG_QUICK	13,096,375	13.4%
LIST_APPEND	10,391,619	10.6%
COMPARE_OP_STR_JUMP	8,961,474	9.1%
POP_JUMP_IF_TRUE	8,564,713	8.7%

Successors	Count	Percentage
FOR_ITER_ADAPTIVE	33,531,494	34.2%
FOR_ITER_LIST	26,496,738	27.0%
EXTENDED_ARG_QUICK	14,558,098	14.9%
LOAD_FAST	7,853,051	8.0%
FOR_ITER_RANGE	7,650,390	7.8%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	6,709,705	36.7%
POP_TOP	4,476,240	24.5%
EXTENDED_ARG_QUICK	2,519,666	13.8%
STORE_FAST__STORE_FAST	560,572	3.1%
LOAD_FAST	516,767	2.8%

Successors	Count	Percentage
LOAD_FAST	5,934,620	32.5%
EXTENDED_ARG_QUICK	4,946,385	27.1%
LOAD_FAST__LOAD_FAST	2,247,168	12.3%
LOAD_GLOBAL_BUILTIN	1,707,246	9.3%
LOAD_FAST__LOAD_CONST	995,595	5.4%

JUMP_IF_FALSE_OR_POP

Successors and predecessors for JUMP_IF_FALSE_OR_POP

Predecessors	Count	Percentage
CALL_ADAPTIVE	1,919,349	30.3%
COMPARE_OP_ADAPTIVE	1,150,725	18.2%
IS_OP	712,590	11.3%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	562,438	8.9%
UNARY_NOT	406,378	6.4%

Successors	Count	Percentage
LOAD_FAST	2,228,756	35.2%
RETURN_VALUE	1,414,617	22.3%
LOAD_FAST__LOAD_CONST	1,242,978	19.6%
SWAP	320,120	5.1%
CALL_PY_EXACT_ARGS	316,505	5.0%

JUMP_IF_TRUE_OR_POP

Successors and predecessors for JUMP_IF_TRUE_OR_POP

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	1,479,740	40.3%
LOAD_FAST	518,460	14.1%
CALL_NO_KW_BUILTIN_FAST	339,351	9.2%
LOAD_ATTR_SLOT	327,260	8.9%
RETURN_VALUE	174,241	4.7%

Successors	Count	Percentage
CALL_NO_KW_LEN	1,056,312	28.7%
LOAD_FAST	806,062	21.9%
LOAD_GLOBAL_BUILTIN	361,477	9.8%
CALL_PY_EXACT_ARGS	342,189	9.3%
UNARY_NOT	241,855	6.6%

KW_NAMES

Successors and predecessors for KW_NAMES

Predecessors	Count	Percentage
LOAD_FAST	3,362,795	38.6%
LOAD_CONST	1,952,326	22.4%
LOAD_ATTR	780,485	9.0%
LOAD_FAST__LOAD_FAST	601,237	6.9%
LOAD_ATTR_ADAPTIVE	494,117	5.7%

Successors	Count	Percentage
CALL_ADAPTIVE	7,953,151	91.4%
CALL	714,618	8.2%
CALL_BUILTIN_FAST_WITH_KEYWORDS	25,407	0.3%
CALL_BUILTIN_CLASS	9,206	0.1%

LIST_APPEND

Successors and predecessors for LIST_APPEND

Predecessors	Count	Percentage
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	4,299,040	39.4%
LOAD_FAST	1,926,393	17.6%
BUILD_TUPLE	1,048,481	9.6%
CALL_NO_KW_BUILTIN_O	935,587	8.6%
CALL_ADAPTIVE	896,358	8.2%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	10,391,619	95.1%
LOAD_NAME	234,900	2.2%
JUMP_BACKWARD	201,724	1.8%
PUSH_NULL	50,787	0.5%
LOAD_CONST	37,325	0.3%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_FAST	806,761	79.0%
LOAD_CONST	160,000	15.7%
LOAD_DEREF	39,728	3.9%
LOAD_NAME	7,467	0.7%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	3,671	0.4%

Successors	Count	Percentage
LIST_TO_TUPLE	857,015	83.9%
STORE_NAME	103,988	10.2%
STORE_DEREF	20,428	2.0%
CALL	18,975	1.9%
LOAD_CONST	5,028	0.5%

LIST_TO_TUPLE

Successors and predecessors for LIST_TO_TUPLE

Predecessors	Count	Percentage
LIST_EXTEND	857,015	99.2%
LIST_APPEND	6,580	0.8%

Successors	Count	Percentage
CALL_FUNCTION_EX	615,333	71.3%
BUILD_MAP	241,301	27.9%
STORE_NAME	3,838	0.4%
CALL_PY_EXACT_ARGS	1,676	0.2%
CALL	822	0.1%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	13,499,761	27.0%
LOAD_ATTR_METHOD_WITH_VALUES	8,049,582	16.1%
LOAD_FAST	7,450,106	14.9%
LOAD_ATTR_WITH_HINT	7,337,545	14.7%
LOAD_ATTR_SLOT	4,081,434	8.2%

Successors	Count	Percentage
LOAD_FAST	14,695,283	29.4%
POP_JUMP_IF_FALSE	3,940,428	7.9%
POP_JUMP_IF_NONE	3,691,932	7.4%
LOAD_CONST	3,055,387	6.1%
LOAD_FAST__LOAD_FAST	2,403,796	4.8%

LOAD_ATTR_ADAPTIVE

Successors and predecessors for LOAD_ATTR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	25,201,756	42.0%
STORE_FAST__LOAD_FAST	9,786,213	16.3%
LOAD_ATTR_INSTANCE_VALUE	3,948,454	6.6%
LOAD_GLOBAL_BUILTIN	3,679,506	6.1%
CALL_BUILTIN_CLASS	3,168,180	5.3%

Successors	Count	Percentage
LOAD_FAST	17,665,902	29.5%
LOAD_FAST__LOAD_FAST	5,715,747	9.5%
STORE_FAST__LOAD_FAST	3,964,812	6.6%
STORE_FAST	3,484,727	5.8%
POP_JUMP_IF_FALSE	2,663,915	4.4%

LOAD_ATTR_CLASS

Successors and predecessors for LOAD_ATTR_CLASS

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	1,716,384	77.0%
LOAD_GLOBAL_BUILTIN	256,688	11.5%
LOAD_FAST	147,014	6.6%
LOAD_FAST__LOAD_FAST	31,559	1.4%
LOAD_ATTR_ADAPTIVE	29,108	1.3%

Successors	Count	Percentage
LOAD_FAST__LOAD_FAST	1,406,751	63.1%
CALL_NO_KW_ISINSTANCE	296,987	13.3%
LOAD_FAST	281,827	12.6%
CALL_NO_KW_BUILTIN_FAST	43,176	1.9%
LOAD_ATTR	42,975	1.9%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	186,477,158	80.7%
LOAD_ATTR_INSTANCE_VALUE	15,696,201	6.8%
STORE_FAST__LOAD_FAST	13,674,724	5.9%
LOAD_FAST__LOAD_FAST	10,918,478	4.7%
LOAD_DEREF	1,440,699	0.6%

Successors	Count	Percentage
LOAD_FAST	50,976,736	22.1%
LOAD_CONST	23,369,699	10.1%
LOAD_ATTR_INSTANCE_VALUE	15,696,201	6.8%
STORE_FAST__LOAD_FAST	15,357,902	6.6%
LOAD_ATTR_METHOD_NO_DICT	14,873,858	6.4%

LOAD_ATTR_METHOD_LAZY_DICT

Successors and predecessors for LOAD_ATTR_METHOD_LAZY_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	354,163	42.4%
STORE_FAST__LOAD_FAST	232,034	27.8%
LOAD_FAST	205,342	24.6%
LOAD_ATTR_ADAPTIVE	40,293	4.8%
RETURN_VALUE	4,230	0.5%

Successors	Count	Percentage
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	277,876	33.2%
LOAD_FAST	276,804	33.1%
LOAD_CONST	154,892	18.5%
LOAD_GLOBAL_MODULE	45,995	5.5%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	40,711	4.9%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_FAST	36,691,716	47.4%
LOAD_ATTR_INSTANCE_VALUE	14,873,858	19.2%
STORE_FAST__LOAD_FAST	7,113,766	9.2%
LOAD_GLOBAL_MODULE	5,181,550	6.7%
BINARY_SUBSCR	2,258,120	2.9%

Successors	Count	Percentage
LOAD_FAST	25,120,798	32.4%
LOAD_CONST	19,627,686	25.3%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	13,003,467	16.8%
LOAD_GLOBAL_MODULE	5,445,390	7.0%
LOAD_FAST__LOAD_CONST	4,075,439	5.3%

LOAD_ATTR_METHOD_WITH_DICT

Successors and predecessors for LOAD_ATTR_METHOD_WITH_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	85,251	38.6%
LOAD_FAST	82,800	37.5%
STORE_FAST__LOAD_FAST	34,495	15.6%
LOAD_ATTR_ADAPTIVE	8,924	4.0%
LOAD_FAST__LOAD_FAST	7,351	3.3%

Successors	Count	Percentage
LOAD_ATTR	53,252	24.1%
LOAD_CONST	52,436	23.8%
CALL_PY_EXACT_ARGS	35,487	16.1%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	18,203	8.2%
LOAD_FAST	14,045	6.4%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	33,350,198	66.3%
STORE_FAST__LOAD_FAST	13,076,324	26.0%
LOAD_ATTR_INSTANCE_VALUE	2,078,446	4.1%
LOAD_ATTR_ADAPTIVE	511,758	1.0%
LOAD_DEREF	423,114	0.8%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	20,687,623	41.1%
LOAD_FAST__LOAD_FAST	11,115,332	22.1%
LOAD_ATTR	8,049,582	16.0%
LOAD_FAST	6,620,434	13.2%
LOAD_FAST__LOAD_CONST	2,840,583	5.6%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	32,733,832	92.0%
LOAD_ATTR_MODULE	829,656	2.3%
LOAD_GLOBAL	692,514	1.9%
LOAD_ATTR_ADAPTIVE	516,423	1.5%
LOAD_FAST	311,001	0.9%

Successors	Count	Percentage
LOAD_FAST	7,698,658	21.6%
CALL_ADAPTIVE	5,169,664	14.5%
LOAD_ATTR_ADAPTIVE	2,964,439	8.3%
COMPARE_OP_INT_JUMP	2,540,965	7.1%
LOAD_FAST__LOAD_FAST	2,118,138	6.0%

LOAD_ATTR_PROPERTY

Successors and predecessors for LOAD_ATTR_PROPERTY

Predecessors	Count	Percentage
LOAD_FAST	3,500,823	80.9%
STORE_FAST__LOAD_FAST	477,229	11.0%
LOAD_ATTR_INSTANCE_VALUE	174,535	4.0%
LOAD_CONST__LOAD_FAST	93,770	2.2%
LOAD_ATTR_ADAPTIVE	53,297	1.2%

Successors	Count	Percentage
RESUME_QUICK	3,997,449	92.4%
LOAD_ATTR	259,750	6.0%
RESUME	67,574	1.6%
RETURN_GENERATOR	290	0.0%

LOAD_ATTR_SLOT

Successors and predecessors for LOAD_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST	31,352,714	93.8%
STORE_FAST__LOAD_FAST	803,931	2.4%
LOAD_FAST__LOAD_FAST	463,413	1.4%
COPY	419,662	1.3%
LOAD_CONST__LOAD_FAST	214,006	0.6%

Successors	Count	Percentage
RETURN_VALUE	15,768,871	47.2%
LOAD_FAST	5,514,766	16.5%
LOAD_ATTR	4,081,434	12.2%
IS_OP	2,256,156	6.8%
LOAD_ATTR_METHOD_NO_DICT	639,406	1.9%

LOAD_ATTR_WITH_HINT

Successors and predecessors for LOAD_ATTR_WITH_HINT

Predecessors	Count	Percentage
LOAD_FAST	7,284,368	46.4%
LOAD_ATTR_INSTANCE_VALUE	3,838,721	24.5%
LOAD_GLOBAL_MODULE	2,265,396	14.4%
STORE_FAST__LOAD_FAST	845,927	5.4%
LOAD_FAST__LOAD_FAST	510,843	3.3%

Successors	Count	Percentage
LOAD_ATTR	7,337,545	46.8%
COMPARE_OP_INT_JUMP	3,287,424	21.0%
LOAD_FAST	788,701	5.0%
POP_JUMP_IF_FALSE	651,972	4.2%
LOAD_ATTR_ADAPTIVE	517,638	3.3%

LOAD_BUILD_CLASS

Successors and predecessors for LOAD_BUILD_CLASS

Predecessors	Count	Percentage
PUSH_NULL	980,536	100.0%

Successors	Count	Percentage
LOAD_CONST	978,279	99.8%
EXTENDED_ARG_QUICK	1,539	0.2%
EXTENDED_ARG	522	0.1%
LOAD_CLOSURE	196	0.0%

LOAD_CLASSDEREF

Successors and predecessors for LOAD_CLASSDEREF

Predecessors	Count	Percentage
STORE_NAME	224	100.0%

Successors	Count	Percentage
STORE_NAME	208	92.9%
LOAD_ATTR	16	7.1%

LOAD_CLOSURE

Successors and predecessors for LOAD_CLOSURE

Predecessors	Count	Percentage
LOAD_CLOSURE	616,389	21.2%
LOAD_GLOBAL_BUILTIN	552,703	19.0%
STORE_DEREF	260,552	9.0%
STORE_NAME	238,508	8.2%
STORE_FAST	175,755	6.0%

Successors	Count	Percentage
BUILD_TUPLE	2,158,349	74.1%
LOAD_CLOSURE	616,389	21.2%
COPY	136,116	4.7%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
LOAD_CONST	24,587,557	8.4%
STORE_FAST__LOAD_FAST	24,148,244	8.2%
LOAD_ATTR_INSTANCE_VALUE	23,369,699	7.9%
LOAD_ATTR_METHOD_NO_DICT	19,627,686	6.7%
POP_TOP	15,229,534	5.2%

Successors	Count	Percentage
RETURN_VALUE	69,178,949	23.5%
LOAD_CONST	24,587,557	8.4%
COMPARE_OP_STR_JUMP	21,963,950	7.5%
COMPARE_OP_INT_JUMP	14,840,169	5.0%
MAKE_FUNCTION	13,998,545	4.8%

LOAD_CONST__LOAD_FAST

Successors and predecessors for LOAD_CONST__LOAD_FAST

Predecessors	Count	Percentage
POP_JUMP_IF_FALSE	4,425,159	12.8%
STORE_ATTR_INSTANCE_VALUE	3,899,157	11.3%
FOR_ITER_RANGE	3,341,486	9.7%
STORE_FAST__LOAD_FAST	2,732,262	7.9%
STORE_FAST	2,453,056	7.1%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	8,564,103	24.8%
BUILD_TUPLE	4,651,069	13.5%
LOAD_FAST	4,473,902	13.0%
BUILD_LIST	2,583,364	7.5%
STORE_ATTR_SLOT	2,129,886	6.2%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
PUSH_NULL	4,781,359	24.5%
LOAD_FAST	2,148,489	11.0%
COMPARE_OP_INT_JUMP	1,860,122	9.5%
STORE_FAST__LOAD_FAST	1,619,512	8.3%
SWAP	1,394,064	7.1%

Successors	Count	Percentage
LOAD_FAST	5,046,304	25.9%
LOAD_ATTR_ADAPTIVE	3,068,050	15.7%
STORE_ATTR_ADAPTIVE	1,588,480	8.1%
LOAD_ATTR_INSTANCE_VALUE	1,440,699	7.4%
LOAD_DEREF	962,805	4.9%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
RESUME_QUICK	110,990,732	14.2%
POP_JUMP_IF_FALSE	84,923,442	10.9%
LOAD_GLOBAL_BUILTIN	55,946,893	7.2%
LOAD_ATTR_INSTANCE_VALUE	50,976,736	6.5%
STORE_FAST__STORE_FAST	37,850,463	4.9%

Successors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	186,477,158	23.9%
LOAD_GLOBAL_MODULE	49,437,306	6.3%
LOAD_ATTR_METHOD_NO_DICT	36,691,716	4.7%
CALL_PY_EXACT_ARGS	33,515,113	4.3%
RETURN_VALUE	33,384,044	4.3%

LOAD_FAST_CHECK

Successors and predecessors for LOAD_FAST_CHECK

Predecessors	Count	Percentage
POP_TOP	1,190,391	46.6%
POP_JUMP_IF_FALSE	899,888	35.2%
LOAD_FAST	155,676	6.1%
LOAD_ATTR_METHOD_NO_DICT	152,556	6.0%
LOAD_ATTR_MODULE	54,194	2.1%

Successors	Count	Percentage
POP_JUMP_IF_NOT_NONE	1,186,995	46.5%
LOAD_GLOBAL_MODULE	900,655	35.3%
LOAD_FAST	226,022	8.8%
CALL_NO_KW_LIST_APPEND	145,979	5.7%
FORMAT_VALUE	20,097	0.8%

LOAD_FAST__LOAD_CONST

Successors and predecessors for LOAD_FAST__LOAD_CONST

Predecessors	Count	Percentage
COMPARE_OP_INT_JUMP	16,870,532	16.7%
COMPARE_OP_STR_JUMP	14,407,331	14.2%
POP_JUMP_IF_FALSE	10,298,393	10.2%
POP_JUMP_IF_TRUE	8,542,491	8.4%
POP_JUMP_IF_NOT_NONE	5,840,859	5.8%

Successors	Count	Percentage
BINARY_OP_ADD_INT	15,130,558	15.0%
COMPARE_OP_INT_JUMP	13,323,243	13.2%
LOAD_CONST	13,070,750	12.9%
COMPARE_OP_STR_JUMP	8,742,809	8.6%
CONTAINS_OP	8,358,064	8.3%

LOAD_FAST__LOAD_FAST

Successors and predecessors for LOAD_FAST__LOAD_FAST

Predecessors	Count	Percentage
STORE_FAST__STORE_FAST	27,361,755	15.2%
LOAD_GLOBAL_MODULE	18,315,329	10.2%
STORE_ATTR_INSTANCE_VALUE	13,760,410	7.6%
PUSH_NULL	12,791,848	7.1%
LOAD_ATTR_METHOD_WITH_VALUES	11,115,332	6.2%

Successors	Count	Percentage
LOAD_FAST	20,811,508	11.5%
STORE_ATTR_INSTANCE_VALUE	20,206,595	11.2%
COMPARE_OP_INT_JUMP	15,372,049	8.5%
CALL_PY_EXACT_ARGS	13,739,915	7.6%
BUILD_TUPLE	13,139,155	7.3%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	5,823,812	25.1%
LOAD_GLOBAL_MODULE	3,730,528	16.1%
RESUME	2,526,396	10.9%
LOAD_FAST	2,100,225	9.1%
STORE_FAST	1,960,882	8.5%

Successors	Count	Percentage
LOAD_FAST	8,561,067	36.9%
LOAD_ATTR	3,652,069	15.7%
CALL	1,565,514	6.7%
CALL_NO_KW_ISINSTANCE	908,112	3.9%
LOAD_FAST__LOAD_FAST	861,960	3.7%

LOAD_GLOBAL_ADAPTIVE

Successors and predecessors for LOAD_GLOBAL_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	816,495	15.4%
POP_JUMP_IF_FALSE	678,169	12.8%
STORE_FAST	664,748	12.5%
RESUME_QUICK	597,168	11.2%
POP_JUMP_IF_TRUE	356,668	6.7%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	1,267,202	23.8%
LOAD_FAST	1,176,092	22.1%
LOAD_GLOBAL_BUILTIN	792,058	14.9%
CALL_NO_KW_ISINSTANCE	360,496	6.8%
LOAD_ATTR_MODULE	291,697	5.5%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
RESUME_QUICK	21,901,832	20.5%
STORE_FAST	20,440,476	19.2%
LOAD_FAST	12,780,290	12.0%
POP_JUMP_IF_FALSE	11,018,371	10.3%
POP_JUMP_IF_TRUE	10,264,347	9.6%

Successors	Count	Percentage
LOAD_FAST	55,946,893	52.4%
CALL_NO_KW_ISINSTANCE	10,154,114	9.5%
LOAD_GLOBAL	5,823,812	5.5%
LOAD_GLOBAL_MODULE	4,755,025	4.5%
LOAD_FAST__LOAD_CONST	4,703,668	4.4%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
LOAD_FAST	49,437,306	29.5%
RESUME_QUICK	19,941,965	11.9%
STORE_FAST	18,434,386	11.0%
POP_JUMP_IF_FALSE	12,695,969	7.6%
STORE_FAST__LOAD_FAST	9,054,068	5.4%

Successors	Count	Percentage
LOAD_ATTR_MODULE	32,733,832	19.5%
IS_OP	20,417,306	12.2%
LOAD_FAST	18,524,258	11.0%
LOAD_FAST__LOAD_FAST	18,315,329	10.9%
CONTAINS_OP	12,206,179	7.3%

LOAD_NAME

Successors and predecessors for LOAD_NAME

Predecessors	Count	Percentage
LOAD_NAME	3,338,571	23.0%
STORE_NAME	2,885,881	19.9%
LOAD_CONST	2,485,269	17.1%
PUSH_NULL	1,672,990	11.5%
RESUME	987,113	6.8%

Successors	Count	Percentage
LOAD_NAME	3,338,571	23.0%
LOAD_CONST	3,074,388	21.2%
LOAD_ATTR	1,519,646	10.5%
STORE_NAME	1,268,470	8.7%
CALL	1,153,569	7.9%

MAKE_CELL

Successors and predecessors for MAKE_CELL

Predecessors	Count	Percentage
MAKE_CELL	1,149,915	43.0%
CALL_PY_EXACT_ARGS	869,293	32.5%
CALL	317,309	11.9%
COPY_FREE_VARS	163,295	6.1%
CALL_PY_WITH_DEFAULTS	101,931	3.8%

Successors	Count	Percentage
RESUME_QUICK	1,864,030	53.0%
MAKE_CELL	1,149,915	32.7%
RESUME	496,175	14.1%
RETURN_GENERATOR	6,356	0.2%

MAKE_FUNCTION

Successors and predecessors for MAKE_FUNCTION

Predecessors	Count	Percentage
LOAD_CONST	13,998,545	99.6%
LOAD_FAST__LOAD_CONST	53,735	0.4%

Successors	Count	Percentage
STORE_NAME	6,014,076	42.8%
LOAD_FAST	3,994,130	28.4%
LOAD_CONST	983,313	7.0%
CALL	905,378	6.4%
STORE_FAST	661,603	4.7%

MAP_ADD

Successors and predecessors for MAP_ADD

Predecessors	Count	Percentage
LOAD_CONST	12,503,949	88.1%
LOAD_FAST	1,150,918	8.1%
LOAD_FAST__LOAD_FAST	85,157	0.6%
DICT_UPDATE	80,226	0.6%
BINARY_SUBSCR_TUPLE_INT	70,892	0.5%

Successors	Count	Percentage
LOAD_CONST	7,557,048	53.3%
EXTENDED_ARG	3,690,477	26.0%
JUMP_BACKWARD_QUICK	1,450,002	10.2%
EXTENDED_ARG_QUICK	660,632	4.7%
DICT_UPDATE	620,783	4.4%

NOP

Successors and predecessors for NOP

Predecessors	Count	Percentage
STORE_FAST	16,179,808	42.8%
JUMP_BACKWARD_QUICK	2,840,505	7.5%
NOP	2,350,008	6.2%
POP_TOP	2,324,330	6.2%
RESUME_QUICK	2,248,280	6.0%

Successors	Count	Percentage
LOAD_FAST	23,702,944	62.8%
LOAD_GLOBAL_MODULE	5,109,611	13.5%
NOP	2,350,008	6.2%
PUSH_NULL	2,069,988	5.5%
LOAD_GLOBAL_BUILTIN	1,434,294	3.8%

POP_EXCEPT

Successors and predecessors for POP_EXCEPT

Predecessors	Count	Percentage
COMPARE_OP_INT_JUMP	920,034	29.0%
STORE_FAST	674,414	21.2%
COPY	560,740	17.7%
POP_TOP	505,337	15.9%
SWAP	228,521	7.2%

Successors	Count	Percentage
LOAD_CONST	1,548,777	48.8%
RERAISE	560,740	17.7%
JUMP_BACKWARD_QUICK	415,061	13.1%
RETURN_VALUE	228,438	7.2%
JUMP_BACKWARD	107,622	3.4%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE

Predecessors	Count	Percentage
CONTAINS_OP	35,425,096	21.1%
IS_OP	24,577,292	14.6%
LOAD_FAST	22,495,830	13.4%
CALL_NO_KW_ISINSTANCE	14,947,941	8.9%
STORE_FAST__LOAD_FAST	13,594,818	8.1%

Successors	Count	Percentage
LOAD_FAST	84,923,442	50.6%
LOAD_GLOBAL_MODULE	12,695,969	7.6%
LOAD_GLOBAL_BUILTIN	11,018,371	6.6%
LOAD_FAST__LOAD_CONST	10,298,393	6.1%
LOAD_CONST	9,942,345	5.9%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_FAST	9,529,482	30.7%
STORE_FAST__LOAD_FAST	8,892,178	28.7%
LOAD_ATTR_INSTANCE_VALUE	5,633,852	18.2%
LOAD_ATTR	3,691,932	11.9%
LOAD_ATTR_ADAPTIVE	2,053,567	6.6%

Successors	Count	Percentage
LOAD_FAST	15,064,683	48.5%
LOAD_FAST__LOAD_CONST	4,192,420	13.5%
LOAD_CONST	4,141,803	13.3%
BUILD_MAP	1,960,114	6.3%
LOAD_FAST__LOAD_FAST	1,885,373	6.1%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE

Predecessors	Count	Percentage
STORE_FAST__LOAD_FAST	10,688,977	38.4%
LOAD_FAST	7,968,778	28.6%
LOAD_ATTR_INSTANCE_VALUE	4,073,517	14.6%
CALL_NO_KW_BUILTIN_FAST	1,824,226	6.6%
LOAD_FAST_CHECK	1,186,995	4.3%

Successors	Count	Percentage
LOAD_FAST	8,936,410	32.1%
LOAD_FAST__LOAD_CONST	5,840,859	21.0%
LOAD_FAST__LOAD_FAST	3,361,357	12.1%
LOAD_GLOBAL_MODULE	2,849,189	10.2%
LOAD_GLOBAL_BUILTIN	1,559,981	5.6%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
LOAD_FAST	16,810,597	23.7%
CONTAINS_OP	10,031,472	14.1%
LOAD_ATTR_INSTANCE_VALUE	8,484,827	12.0%
CALL_NO_KW_ISINSTANCE	7,864,289	11.1%
STORE_FAST__LOAD_FAST	6,824,467	9.6%

Successors	Count	Percentage
LOAD_FAST	23,153,186	32.6%
LOAD_GLOBAL_BUILTIN	10,264,347	14.5%
JUMP_BACKWARD_QUICK	8,564,713	12.1%
LOAD_FAST__LOAD_CONST	8,542,491	12.0%
LOAD_GLOBAL_MODULE	5,182,395	7.3%

POP_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
RETURN_VALUE	29,521,261	35.5%
RESUME_QUICK	12,882,402	15.5%
CALL_ADAPTIVE	11,750,869	14.1%
CALL_NO_KW_BUILTIN_O	7,542,772	9.1%
SEND	3,094,062	3.7%

Successors	Count	Percentage
LOAD_FAST	24,238,901	24.6%
RESUME_QUICK	15,458,045	15.7%
LOAD_CONST	15,229,534	15.4%
JUMP_BACKWARD_QUICK	14,298,741	14.5%
JUMP_FORWARD	4,476,240	4.5%

PUSH_EXC_INFO

Successors and predecessors for PUSH_EXC_INFO

Predecessors	Count	Percentage
RAISE_VARARGS	1,199,838	38.8%
BINARY_SUBSCR_DICT	538,836	17.4%
RERAISE	437,672	14.2%
CALL_BUILTIN_FAST_WITH_KEYWORDS	215,105	7.0%
BINARY_SUBSCR_ADAPTIVE	176,176	5.7%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	1,483,047	46.7%
LOAD_GLOBAL_MODULE	1,246,769	39.3%
LOAD_GLOBAL	251,576	7.9%
LOAD_GLOBAL_ADAPTIVE	110,894	3.5%
WITH_EXCEPT_START	46,638	1.5%

PUSH_NULL

Successors and predecessors for PUSH_NULL

Predecessors	Count	Percentage
POP_JUMP_IF_FALSE	9,738,032	25.8%
STORE_FAST	5,230,369	13.8%
POP_TOP	4,246,960	11.2%
JUMP_BACKWARD_QUICK	2,719,801	7.2%
RESUME_QUICK	2,080,614	5.5%

Successors	Count	Percentage
LOAD_FAST	13,142,676	34.8%
LOAD_FAST__LOAD_FAST	12,791,848	33.8%
LOAD_DEREF	4,781,359	12.7%
LOAD_FAST__LOAD_CONST	3,677,448	9.7%
LOAD_NAME	1,672,990	4.4%

RAISE_VARARGS

Successors and predecessors for RAISE_VARARGS

Predecessors	Count	Percentage
CALL_ADAPTIVE	1,321,632	85.1%
LOAD_FAST	93,150	6.0%
CALL	56,682	3.6%
LOAD_CONST	41,601	2.7%
LOAD_GLOBAL_BUILTIN	21,202	1.4%

Successors	Count	Percentage
PUSH_EXC_INFO	1,199,838	91.2%
COPY	115,300	8.8%
LOAD_CONST	114	0.0%

RERAISE

Successors and predecessors for RERAISE

Predecessors	Count	Percentage
POP_EXCEPT	560,740	55.8%
POP_JUMP_IF_FALSE	339,597	33.8%
STORE_ATTR_ADAPTIVE	84,088	8.4%
POP_JUMP_IF_TRUE	20,436	2.0%
POP_TOP	264	0.0%

Successors	Count	Percentage
COPY	445,436	50.4%
PUSH_EXC_INFO	437,672	49.6%

RESUME

Successors and predecessors for RESUME

Predecessors	Count	Percentage
CALL	3,514,682	65.2%
CALL_PY_EXACT_ARGS	504,457	9.4%
MAKE_CELL	496,175	9.2%
COPY_FREE_VARS	490,508	9.1%
POP_TOP	175,760	3.3%

Successors	Count	Percentage
LOAD_FAST	2,815,912	33.1%
LOAD_GLOBAL	2,526,396	29.7%
LOAD_NAME	987,113	11.6%
LOAD_CONST	869,422	10.2%
LOAD_GLOBAL_ADAPTIVE	242,983	2.9%

RESUME_QUICK

Successors and predecessors for RESUME_QUICK

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	62,202,262	47.5%
POP_TOP	15,458,045	11.8%
CALL_BOUND_METHOD_EXACT_ARGS	12,989,963	9.9%
CALL_ADAPTIVE	12,325,344	9.4%
CALL	8,715,419	6.7%

Successors	Count	Percentage
LOAD_FAST	110,990,732	50.5%
LOAD_GLOBAL_BUILTIN	21,901,832	10.0%
LOAD_GLOBAL_MODULE	19,941,965	9.1%
JUMP_BACKWARD_NO_INTERRUPT	19,791,468	9.0%
POP_TOP	12,882,402	5.9%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	11,013,300	70.4%
CALL	2,472,160	15.8%
CALL_ADAPTIVE	1,177,184	7.5%
COPY_FREE_VARS	961,935	6.2%
MAKE_CELL	6,356	0.0%

Successors	Count	Percentage
GET_ITER	10,451,860	66.9%
GET_YIELD_FROM_ITER	3,113,091	19.9%
CALL_NO_KW_TUPLE_1	520,352	3.3%
CALL_ADAPTIVE	437,621	2.8%
CALL_NO_KW_BUILTIN_O	407,068	2.6%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
LOAD_CONST	69,178,949	36.3%
LOAD_FAST	33,384,044	17.5%
LOAD_ATTR_SLOT	15,768,871	8.3%
RETURN_VALUE	10,513,507	5.5%
CALL_ADAPTIVE	8,686,053	4.6%

Successors	Count	Percentage
POP_TOP	29,521,261	26.4%
STORE_FAST__LOAD_FAST	18,794,891	16.8%
STORE_FAST	12,644,782	11.3%
RETURN_VALUE	10,513,507	9.4%
POP_JUMP_IF_FALSE	8,887,840	8.0%

SEND

Successors and predecessors for SEND

Predecessors	Count	Percentage
JUMP_BACKWARD_NO_INTERRUPT	19,797,680	86.4%
LOAD_CONST	3,120,109	13.6%

Successors	Count	Percentage
YIELD_VALUE	19,823,727	86.5%
POP_TOP	3,094,062	13.5%

SETUP_ANNOTATIONS

Successors and predecessors for SETUP_ANNOTATIONS

Predecessors	Count	Percentage
STORE_NAME	26,739	77.2%
RESUME	7,912	22.8%

Successors	Count	Percentage
LOAD_CONST	28,120	81.2%
LOAD_NAME	5,557	16.0%
BUILD_MAP	713	2.1%
BUILD_LIST	261	0.8%

SET_ADD

Successors and predecessors for SET_ADD

Predecessors	Count	Percentage
LOAD_ATTR_WITH_HINT	39,614	28.1%
BINARY_SUBSCR_LIST_INT	38,954	27.6%
CALL_ADAPTIVE	31,748	22.5%
BUILD_STRING	15,985	11.3%
BINARY_OP	5,096	3.6%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	125,003	88.7%
JUMP_BACKWARD	16,001	11.3%

SET_UPDATE

Successors and predecessors for SET_UPDATE

Predecessors	Count	Percentage
LOAD_CONST	4,268	100.0%

Successors	Count	Percentage
STORE_NAME	2,842	66.6%
CALL	896	21.0%
LOAD_CONST	364	8.5%
BINARY_OP	84	2.0%
COMPARE_OP	66	1.5%

STORE_ATTR

Successors and predecessors for STORE_ATTR

Predecessors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	3,657,489	42.6%
LOAD_FAST	3,567,052	41.6%
STORE_ATTR_WITH_HINT	1,102,112	12.8%
SWAP	106,157	1.2%
LOAD_DEREF	42,943	0.5%

Successors	Count	Percentage
LOAD_FAST	3,355,661	39.1%
LOAD_CONST	1,557,322	18.1%
LOAD_CONST__LOAD_FAST	1,510,171	17.6%
JUMP_BACKWARD_QUICK	580,824	6.8%
LOAD_FAST__LOAD_FAST	307,992	3.6%

STORE_ATTR_ADAPTIVE

Successors and predecessors for STORE_ATTR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	6,092,293	34.4%
LOAD_FAST__LOAD_FAST	5,818,439	32.9%
LOAD_CONST__LOAD_FAST	1,859,215	10.5%
LOAD_GLOBAL_MODULE	1,796,890	10.2%
LOAD_DEREF	1,588,480	9.0%

Successors	Count	Percentage
LOAD_FAST	6,217,564	35.1%
LOAD_FAST__LOAD_FAST	3,135,945	17.7%
LOAD_CONST	2,532,978	14.3%
STORE_FAST__LOAD_FAST	1,390,927	7.9%
NOP	1,256,404	7.1%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	20,482,909	40.3%
LOAD_FAST__LOAD_FAST	20,206,595	39.7%
LOAD_CONST__LOAD_FAST	8,564,103	16.8%
SWAP	855,396	1.7%
STORE_ATTR_ADAPTIVE	419,231	0.8%

Successors	Count	Percentage
LOAD_CONST	14,212,935	27.9%
LOAD_FAST__LOAD_FAST	13,760,410	27.1%
LOAD_FAST	9,337,998	18.4%
LOAD_CONST__LOAD_FAST	3,899,157	7.7%
STORE_ATTR	3,657,489	7.2%

STORE_ATTR_SLOT

Successors and predecessors for STORE_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST	4,653,852	46.3%
LOAD_FAST__LOAD_FAST	2,779,204	27.6%
LOAD_CONST__LOAD_FAST	2,129,886	21.2%
SWAP	419,662	4.2%
STORE_ATTR_ADAPTIVE	32,092	0.3%

Successors	Count	Percentage
LOAD_FAST	4,422,217	44.0%
LOAD_FAST__LOAD_FAST	1,442,807	14.4%
LOAD_CONST__LOAD_FAST	1,313,759	13.1%
LOAD_GLOBAL_BUILTIN	1,222,392	12.2%
LOAD_CONST	749,817	7.5%

STORE_ATTR_WITH_HINT

Successors and predecessors for STORE_ATTR_WITH_HINT

Predecessors	Count	Percentage
LOAD_FAST	657,502	58.1%
LOAD_FAST__LOAD_FAST	277,097	24.5%
LOAD_CONST__LOAD_FAST	144,132	12.7%
STORE_ATTR_ADAPTIVE	33,373	3.0%
LOAD_ATTR_INSTANCE_VALUE	14,952	1.3%

Successors	Count	Percentage
STORE_ATTR	1,102,112	97.4%
LOAD_FAST	20,941	1.9%
LOAD_CONST	7,728	0.7%
LOAD_CONST__LOAD_FAST	203	0.0%
NOP	6	0.0%

STORE_DEREF

Successors and predecessors for STORE_DEREF

Predecessors	Count	Percentage
LOAD_CONST	425,567	28.3%
MAKE_FUNCTION	160,542	10.7%
CALL_NO_KW_LEN	102,705	6.8%
STORE_DEREF	86,899	5.8%
BINARY_SUBSCR_ADAPTIVE	80,131	5.3%

Successors	Count	Percentage
LOAD_FAST	327,992	21.8%
LOAD_CLOSURE	260,552	17.3%
LOAD_GLOBAL_BUILTIN	243,562	16.2%
LOAD_DEREF	109,358	7.3%
LOAD_CONST	105,510	7.0%

STORE_FAST

Successors and predecessors for STORE_FAST

Predecessors	Count	Percentage
RETURN_VALUE	12,644,782	13.3%
LOAD_ATTR_INSTANCE_VALUE	10,107,384	10.7%
LOAD_CONST	9,094,380	9.6%
FOR_ITER_LIST	8,544,458	9.0%
FOR_ITER_ADAPTIVE	7,672,353	8.1%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	20,440,476	21.6%
LOAD_GLOBAL_MODULE	18,434,386	19.4%
NOP	16,179,808	17.1%
LOAD_CONST	9,433,039	9.9%
JUMP_FORWARD	6,709,705	7.1%

STORE_FAST__LOAD_FAST

Successors and predecessors for STORE_FAST__LOAD_FAST

Predecessors	Count	Percentage
STORE_FAST__STORE_FAST	19,865,769	11.5%
RETURN_VALUE	18,794,891	10.8%
FOR_ITER_ADAPTIVE	18,282,275	10.5%
LOAD_ATTR_INSTANCE_VALUE	15,357,902	8.9%
FOR_ITER_LIST	11,645,973	6.7%

Successors	Count	Percentage
LOAD_CONST	24,148,244	13.9%
LOAD_FAST	16,620,655	9.6%
LOAD_ATTR_INSTANCE_VALUE	13,674,724	7.9%
POP_JUMP_IF_FALSE	13,594,818	7.8%
LOAD_ATTR_METHOD_WITH_VALUES	13,076,324	7.5%

STORE_FAST__STORE_FAST

Successors and predecessors for STORE_FAST__STORE_FAST

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	61,672,975	61.3%
UNPACK_SEQUENCE_TUPLE	23,428,018	23.3%
STORE_FAST__STORE_FAST	5,809,298	5.8%
BINARY_SLICE	4,615,608	4.6%
LOAD_FAST	964,572	1.0%

Successors	Count	Percentage
LOAD_FAST	37,850,463	37.6%
LOAD_FAST__LOAD_FAST	27,361,755	27.2%
STORE_FAST__LOAD_FAST	19,865,769	19.8%
STORE_FAST__STORE_FAST	5,809,298	5.8%
NOP	2,222,905	2.2%

STORE_GLOBAL

Successors and predecessors for STORE_GLOBAL

Predecessors	Count	Percentage
LOAD_CONST	60,418	47.6%
LOAD_FAST	27,082	21.3%
JUMP_IF_TRUE_OR_POP	12,447	9.8%
RETURN_VALUE	7,440	5.9%
CALL	5,752	4.5%

Successors	Count	Percentage
LOAD_CONST	67,081	52.8%
LOAD_GLOBAL	18,612	14.7%
LOAD_FAST	16,049	12.6%
LOAD_GLOBAL_MODULE	11,419	9.0%
NOP	3,896	3.1%

STORE_NAME

Successors and predecessors for STORE_NAME

Predecessors	Count	Percentage
MAKE_FUNCTION	6,014,076	34.9%
LOAD_CONST	3,030,121	17.6%
CALL	2,183,544	12.7%
IMPORT_FROM	1,382,363	8.0%
LOAD_NAME	1,268,470	7.4%

Successors	Count	Percentage
LOAD_CONST	10,090,320	58.6%
LOAD_NAME	2,885,881	16.8%
PUSH_NULL	1,618,042	9.4%
IMPORT_FROM	700,489	4.1%
POP_TOP	681,874	4.0%

STORE_SLICE

Successors and predecessors for STORE_SLICE

Predecessors	Count	Percentage
LOAD_CONST	40,082	50.5%
BINARY_OP_ADD_INT	26,395	33.2%
CALL_NO_KW_LEN	12,814	16.1%
CALL	154	0.2%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	26,395	33.2%
LOAD_GLOBAL_MODULE	21,609	27.2%
LOAD_FAST	13,881	17.5%
LOAD_GLOBAL_BUILTIN	7,866	9.9%
LOAD_CONST	5,126	6.5%

STORE_SUBSCR

Successors and predecessors for STORE_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	254,389	39.1%
LOAD_FAST	200,486	30.8%
LOAD_ATTR	111,946	17.2%
LOAD_NAME	30,142	4.6%
BINARY_SUBSCR	26,319	4.0%

Successors	Count	Percentage
LOAD_CONST	135,602	20.8%
LOAD_NAME	119,036	18.3%
NOP	116,597	17.9%
LOAD_GLOBAL	93,902	14.4%
JUMP_BACKWARD	54,477	8.4%

STORE_SUBSCR_ADAPTIVE

Successors and predecessors for STORE_SUBSCR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	4,699,543	44.7%
LOAD_CONST	3,536,666	33.6%
BINARY_OP_ADAPTIVE	1,733,376	16.5%
LOAD_FAST__LOAD_CONST	375,923	3.6%
LOAD_FAST__LOAD_FAST	64,861	0.6%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	4,966,447	47.2%
LOAD_FAST	2,664,383	25.3%
LOAD_CONST	1,343,018	12.8%
JUMP_FORWARD	435,584	4.1%
LOAD_FAST__LOAD_FAST	419,467	4.0%

STORE_SUBSCR_DICT

Successors and predecessors for STORE_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_FAST	2,804,258	63.0%
LOAD_ATTR_INSTANCE_VALUE	664,779	14.9%
LOAD_NAME	219,698	4.9%
LOAD_FAST__LOAD_FAST	187,356	4.2%
LOAD_FAST__LOAD_CONST	169,785	3.8%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	1,327,144	29.8%
NOP	731,549	16.4%
LOAD_GLOBAL_MODULE	656,663	14.8%
LOAD_FAST	529,218	11.9%
LOAD_FAST__LOAD_FAST	413,988	9.3%

STORE_SUBSCR_LIST_INT

Successors and predecessors for STORE_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	1,045,641	76.9%
LOAD_FAST	172,964	12.7%
LOAD_NAME	132,134	9.7%
STORE_SUBSCR_ADAPTIVE	9,624	0.7%
LOAD_FAST__LOAD_CONST	168	0.0%

Successors	Count	Percentage
EXTENDED_ARG_QUICK	572,029	42.0%
JUMP_BACKWARD_QUICK	499,645	36.7%
LOAD_CONST	177,774	13.1%
PUSH_NULL	81,203	6.0%
LOAD_NAME	29,370	2.2%

SWAP

Successors and predecessors for SWAP

Predecessors	Count	Percentage
LOAD_CONST__LOAD_FAST	1,477,157	20.0%
LOAD_ATTR_ADAPTIVE	1,402,674	19.0%
RETURN_VALUE	856,786	11.6%
LOAD_FAST	763,706	10.4%
BINARY_OP_ADAPTIVE	460,579	6.3%

Successors	Count	Percentage
COPY	2,058,279	27.9%
POP_TOP	1,557,154	21.1%
LOAD_DEREF	1,394,064	18.9%
STORE_ATTR_INSTANCE_VALUE	855,396	11.6%
LOAD_CONST	666,278	9.0%

UNARY_INVERT

Successors and predecessors for UNARY_INVERT

Predecessors	Count	Percentage
LOAD_FAST	166,846	91.7%
LOAD_FAST__LOAD_FAST	9,336	5.1%
LOAD_ATTR_ADAPTIVE	1,444	0.8%
CALL	1,383	0.8%
LOAD_ATTR	1,062	0.6%

Successors	Count	Percentage
BINARY_OP_ADAPTIVE	159,356	87.6%
BINARY_OP	11,009	6.1%
LOAD_CONST	7,687	4.2%
LOAD_FAST	3,417	1.9%
PUSH_NULL	461	0.3%

UNARY_NEGATIVE

Successors and predecessors for UNARY_NEGATIVE

Predecessors	Count	Percentage
CALL_NO_KW_LEN	179,144	57.8%
LOAD_DEREF	84,252	27.2%
LOAD_ATTR_WITH_HINT	24,016	7.7%
LOAD_FAST	11,896	3.8%
RETURN_VALUE	3,456	1.1%

Successors	Count	Percentage
BINARY_SLICE	115,552	37.3%
LOAD_FAST	91,095	29.4%
CALL_BUILTIN_CLASS	79,534	25.7%
LOAD_CONST	8,090	2.6%
CALL	4,992	1.6%

UNARY_NOT

Successors and predecessors for UNARY_NOT

Predecessors	Count	Percentage
LOAD_FAST	497,051	31.7%
UNARY_NOT	295,246	18.8%
JUMP_IF_TRUE_OR_POP	241,855	15.4%
CALL_ADAPTIVE	161,319	10.3%
CALL_NO_KW_ISINSTANCE	114,790	7.3%

Successors	Count	Percentage
RETURN_VALUE	438,760	28.0%
JUMP_IF_FALSE_OR_POP	406,378	25.9%
UNARY_NOT	295,246	18.8%
STORE_FAST	124,148	7.9%
YIELD_VALUE	117,571	7.5%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE

Predecessors	Count	Percentage
FOR_ITER	271,664	38.9%
RETURN_VALUE	193,420	27.7%
CALL	145,719	20.9%
LOAD_FAST	46,156	6.6%
LOAD_CONST	16,219	2.3%

Successors	Count	Percentage
STORE_FAST	599,447	85.8%
STORE_DEREF	43,407	6.2%
STORE_NAME	34,942	5.0%
LOAD_FAST	20,727	3.0%
PUSH_EXC_INFO	40	0.0%

UNPACK_SEQUENCE_ADAPTIVE

Successors and predecessors for UNPACK_SEQUENCE_ADAPTIVE

Predecessors	Count	Percentage
RETURN_VALUE	86,787	26.2%
STORE_FAST__LOAD_FAST	84,002	25.4%
FOR_ITER_LIST	40,087	12.1%
FOR_ITER_ADAPTIVE	30,695	9.3%
CALL_NO_KW_BUILTIN_FAST	27,884	8.4%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	186,980	56.5%
UNPACK_SEQUENCE_TWO_TUPLE	79,225	23.9%
LOAD_FAST	25,056	7.6%
UNPACK_SEQUENCE_TUPLE	24,437	7.4%
UNPACK_SEQUENCE_ADAPTIVE	13,189	4.0%

UNPACK_SEQUENCE_LIST

Successors and predecessors for UNPACK_SEQUENCE_LIST

Predecessors	Count	Percentage
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	760,228	96.7%
RETURN_VALUE	10,926	1.4%
BINARY_OP_ADAPTIVE	8,900	1.1%
CALL_BUILTIN_FAST_WITH_KEYWORDS	2,871	0.4%
UNPACK_SEQUENCE_ADAPTIVE	2,186	0.3%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	773,651	98.5%
STORE_DEREF	8,613	1.1%
STORE_NAME	3,528	0.4%

UNPACK_SEQUENCE_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TUPLE

Predecessors	Count	Percentage
BINARY_SUBSCR	7,712,124	32.8%
BINARY_SUBSCR_ADAPTIVE	4,502,484	19.1%
LOAD_FAST	3,851,719	16.4%
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	2,589,300	11.0%
LOAD_CONST	2,165,182	9.2%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	23,428,018	99.6%
LOAD_FAST	81,134	0.3%
STORE_DEREF	21,618	0.1%
STORE_FAST__LOAD_FAST	27	0.0%
STORE_FAST	20	0.0%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE

Predecessors	Count	Percentage
FOR_ITER_LIST	21,178,189	33.0%
FOR_ITER_ADAPTIVE	12,195,303	19.0%
BINARY_SUBSCR_LIST_INT	11,574,884	18.1%
STORE_FAST__LOAD_FAST	10,915,550	17.0%
RETURN_VALUE	4,421,397	6.9%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	61,672,975	96.2%
LOAD_FAST	2,104,367	3.3%
STORE_NAME	212,036	0.3%
STORE_DEREF	79,741	0.1%
STORE_FAST	16,454	0.0%

WITH_EXCEPT_START

Successors and predecessors for WITH_EXCEPT_START

Predecessors	Count	Percentage
PUSH_EXC_INFO	46,638	100.0%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	46,638	100.0%

YIELD_VALUE

Successors and predecessors for YIELD_VALUE

Predecessors	Count	Percentage
SEND	19,823,727	58.9%
BUILD_TUPLE	5,405,271	16.1%
LOAD_FAST	3,905,149	11.6%
RETURN_VALUE	1,369,722	4.1%
CALL_ADAPTIVE	1,147,926	3.4%

Successors	Count	Percentage

Specialization stats

specialization stats by family

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
unquickened	13580684	11.5%
specialization.deferred	29672571	25.1%
specialization.deopt	221836	0.2%
hit	63030460	53.3%
miss	11927361	10.1%

Specialization attempts

	Count	Ratio
Success	401,253	67.2%
Failure	195,529	32.8%

Failure kind	Count	Ratio
string int	138,718	70.9%
other	36,730	18.8%
list slice	5,936	3.0%
array slice	4,764	2.4%
string slice	4,149	2.1%
buffer slice	3,108	1.6%
tuple slice	915	0.5%
sequence int	625	0.3%
buffer int	584	0.3%

BINARY_SLICE

specialization stats for BINARY_SLICE family

Kind	Count	Ratio
unquickened	20936123	100.0%

STORE_SLICE

specialization stats for STORE_SLICE family

Kind	Count	Ratio
unquickened	79445	100.0%

STORE_SUBSCR

specialization stats for STORE_SUBSCR family

Kind	Count	Ratio
unquickened	650670	3.9%
specialization.deferred	10333822	61.5%
hit	5809066	34.6%

Specialization attempts

	Count	Ratio
Success	120,016	65.7%
Failure	62,723	34.3%

Failure kind	Count	Ratio
bytearray int	33,244	53.0%
py simple	19,063	30.4%
out of range	5,861	9.3%
other	1,895	3.0%
dict subclass no override	1,536	2.4%
list slice	1,124	1.8%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Count	Ratio
unquickened	698565	0.8%
specialization.deferred	212058	0.2%
hit	88416246	99.0%

Specialization attempts

	Count	Ratio
Success	105,848	88.9%
Failure	13,189	11.1%

Failure kind	Count	Ratio
iterator	8,378	63.5%
sequence	4,810	36.5%
expected error	1	0.0%

FOR_ITER

specialization stats for FOR_ITER family

Kind	Count	Ratio
unquickened	2692912	2.1%
specialization.deferred	60926463	48.5%
specialization.deopt	14346	0.0%
hit	61345518	48.8%
miss	767205	0.6%

Specialization attempts

	Count	Ratio
Success	136,643	15.6%
Failure	740,520	84.4%

Failure kind	Count	Ratio
tuple	386,656	52.2%
dict items	78,085	10.5%
generator	55,774	7.5%
ascii string	36,781	5.0%
dict keys	31,875	4.3%
enumerate	30,935	4.2%
map	25,148	3.4%
dict values	21,885	3.0%
itertools	17,341	2.3%
other	14,498	2.0%
set	11,196	1.5%
bytes	9,098	1.2%
seq iter	7,195	1.0%
zip	5,705	0.8%
reversed list	4,604	0.6%
string	2,186	0.3%
range	1,460	0.2%
callable	98	0.0%

STORE_ATTR

specialization stats for STORE_ATTR family

Kind	Count	Ratio
unquickened	8581459	9.8%
specialization.deferred	16789990	19.2%
specialization.deopt	71201	0.1%
hit	57283889	65.5%
miss	4769058	5.5%

Specialization attempts

	Count	Ratio
Success	484,696	53.9%
Failure	415,094	46.1%

Failure kind	Count	Ratio
overridden	223,211	53.8%
not managed dict	62,627	15.1%
out of range	40,254	9.7%
no dict	24,832	6.0%
non object slot	21,345	5.1%
overriding descriptor	19,589	4.7%
property	15,106	3.6%
mutable class	7,319	1.8%
method	811	0.2%

LOAD_ATTR

specialization stats for LOAD_ATTR family

Kind	Count	Ratio
unquickened	50037357	9.0%
specialization.deferred	56278661	10.1%
specialization.deopt	621956	0.1%
hit	416180387	74.7%
miss	34922395	6.3%

Specialization attempts

	Count	Ratio
Success	2,267,335	61.3%
Failure	1,433,740	38.7%

Failure kind	Count	Ratio
metaclass attribute	356,000	24.8%
not managed dict	227,151	15.8%
method	181,369	12.7%
overridden	154,034	10.7%
out of range	141,759	9.9%
non object slot	133,307	9.3%
class method obj	98,724	6.9%
has managed dict	80,491	5.6%
non overriding descriptor	59,843	4.2%
mutable class	38,606	2.7%
builtin class method	29,685	2.1%
no dict	10,724	0.7%
module attr not found	1,755	0.1%
shadowed	1,091	0.1%
expected error	783	0.1%

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Count	Ratio
unquickened	2297179	1.8%
specialization.deferred	16037797	12.7%
specialization.deopt	4953	0.0%
hit	107746991	85.2%
miss	314303	0.2%

Specialization attempts

	Count	Ratio
Success	221,023	43.5%
Failure	286,660	56.5%

Failure kind	Count	Ratio
not followed by cond jump	154,616	53.9%
big int	63,194	22.0%
different types	17,154	6.0%
other	15,182	5.3%
tuple	9,875	3.4%
bytes	7,592	2.6%
list	6,853	2.4%
baseobject	4,651	1.6%
set	2,986	1.0%
string	1,780	0.6%
bool	1,425	0.5%
long float	1,083	0.4%
float long	269	0.1%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
unquickened	23202370	7.7%
specialization.deferred	3275990	1.1%
specialization.deopt	122287	0.0%
hit	264989384	88.0%
miss	9554340	3.2%

Specialization attempts

	Count	Ratio
Success	2,039,480	100.0%
Failure	0	0.0%

Failure kind	Count	Ratio

BINARY_OP

specialization stats for BINARY_OP family

Kind	Count	Ratio
unquickened	1447769	2.8%
specialization.deferred	12898714	24.7%
specialization.deopt	1260	0.0%
hit	37880574	72.4%
miss	88584	0.2%

Specialization attempts

	Count	Ratio
Success	152,355	29.4%
Failure	366,189	70.6%

Failure kind	Count	Ratio
and int	170,236	46.5%
add other	63,133	17.2%
or	39,272	10.7%
multiply different types	22,886	6.2%
remainder	14,172	3.9%
subtract different types	10,306	2.8%
add different types	9,789	2.7%
floor divide	7,884	2.2%
xor	7,225	2.0%
and different types	5,604	1.5%
power	5,499	1.5%
lshift	3,917	1.1%
and other	3,408	0.9%
rshift	2,039	0.6%
subtract other	461	0.1%
multiply other	345	0.1%
true divide other	7	0.0%
true divide different types	6	0.0%

CALL

specialization stats for CALL family

Kind	Count	Ratio
unquickened	29606984	8.0%
specialization.deferred	68322547	18.5%
specialization.deopt	206286	0.1%
hit	259563291	70.2%
miss	12491673	3.4%

Specialization attempts

	Count	Ratio
Success	1,710,377	45.1%
Failure	2,083,588	54.9%

Failure kind	Count	Ratio
pycfunction	411,722	19.8%
complex parameters	333,238	16.0%
python class	320,017	15.4%
pycfunction noargs	309,747	14.9%
class no vectorcall	195,838	9.4%
pycfunction with keywords	158,934	7.6%
kwnames	150,777	7.2%
class mutable	95,201	4.6%
bad call flags	31,354	1.5%
other	27,412	1.3%
method wrapper	27,026	1.3%
bound method	12,328	0.6%
cmethod	8,243	0.4%
str	1,297	0.1%
operator wrapper	454	0.0%

Specialization effectiveness

specialization effectiveness

Instructions	Count	Ratio
Basic	2,940,879,097	56.9%
Not specialized	516,631,307	10.0%
Specialized	1,711,928,205	33.1%

Deferred by instruction

deferred by instruction

Name	Count	Ratio
CALL	68,322,547	24.9%
FOR_ITER	60,926,463	22.2%
LOAD_ATTR	56,278,661	20.5%
BINARY_SUBSCR	29,672,571	10.8%
STORE_ATTR	16,789,990	6.1%
COMPARE_OP	16,037,797	5.8%
BINARY_OP	12,898,714	4.7%
STORE_SUBSCR	10,333,822	3.8%
LOAD_GLOBAL	3,275,990	1.2%
UNPACK_SEQUENCE	212,058	0.1%

Misses by instruction

misses by instruction

Name	Count	Ratio
LOAD_ATTR	34,922,395	23.3%
LOAD_ATTR_INSTANCE_VALUE	13,499,761	9.0%
CALL	12,491,673	8.3%
BINARY_SUBSCR	11,927,361	8.0%
CALL_PY_EXACT_ARGS	10,221,813	6.8%
LOAD_GLOBAL	9,554,340	6.4%
BINARY_SUBSCR_LIST_INT	8,924,768	6.0%
LOAD_ATTR_METHOD_WITH_VALUES	8,049,582	5.4%
LOAD_ATTR_WITH_HINT	7,337,545	4.9%
LOAD_GLOBAL_BUILTIN	5,823,812	3.9%

Call stats

Inlined calls and frame stats

	Count	Ratio
Calls to PyEval_EvalDefault	114,266,606	46.7%
Calls to Python functions inlined	130,334,340	53.3%
Calls via PyEval_EvalFrame (total)	114,266,606	46.7%
Calls via PyEval_EvalFrame (vector)	64,953,628	26.6%
Calls via PyEval_EvalFrame (generator)	49,312,978	20.2%
Calls via PyEval_EvalFrame (legacy)	322,551	0.1%
Calls via PyEval_EvalFrame (function vectorcall)	63,651,045	26.0%
Calls via PyEval_EvalFrame (build class)	980,536	0.4%
Calls via PyEval_EvalFrame (slot)	20,710,990	8.5%
Calls via PyEval_EvalFrame (function ex)	1,131,430	0.5%
Calls via PyEval_EvalFrame (api)	22,603,172	9.2%
Calls via PyEval_EvalFrame (method)	131,552	0.1%
Frames pushed	195,288,539	79.8%
Frame objects created	7,929,732	3.2%

Object stats

allocations, frees and dict materializatons

	Count	Ratio
Allocations from freelist	221,056,616	27.2%
Frees to freelist	233,355,706
Allocations	590,333,015	72.8%
Allocations to 512 bytes	580,756,959	71.6%
Allocations to 4 kbytes	7,895,285	1.0%
Allocations over 4 kbytes	1,680,771	0.2%
Frees	566,759,182
New values	7,844,491
Interpreter increfs	3,595,162,886	55.9%
Interpreter decrefs	3,895,327,387	56.0%
Increfs	2,836,075,161	44.1%
Decrefs	3,054,509,399	44.0%
Materialize dict (on request)	496,681	6.3%
Materialize dict (new key)	338,453	4.3%
Materialize dict (too big)	0	0.0%
Materialize dict (str subclass)	0	0.0%

---

Stats gathered on: 2022-10-31

[mdboom]

Execution counts

execution counts for all instructions

Name	Count	Self	Cumulative	Miss ratio
LOAD_FAST	779,721,845	15.1%	15.1%
LOAD_CONST	294,267,196	5.7%	20.8%
RESUME_QUICK	219,623,098	4.2%	29.5%
RETURN_VALUE	190,471,465	3.7%	33.2%
LOAD_FAST__LOAD_FAST	180,242,667	3.5%	36.7%
STORE_FAST__LOAD_FAST	173,379,613	3.4%	40.0%
POP_JUMP_IF_FALSE	167,845,012	3.2%	43.3%
LOAD_FAST__LOAD_CONST	101,130,590	2.0%	50.5%
STORE_FAST__STORE_FAST	100,553,773	1.9%	52.5%
POP_TOP	98,714,261	1.9%	54.4%
JUMP_BACKWARD_QUICK	97,986,134	1.9%	56.3%
STORE_FAST	94,809,997	1.8%	58.1%
CALL_ADAPTIVE	72,115,606	1.4%	62.7%
POP_JUMP_IF_TRUE	70,957,889	1.4%	64.0%
UNPACK_SEQUENCE_TWO_TUPLE	64,099,820	1.2%	66.5%
FOR_ITER_ADAPTIVE	61,804,041	1.2%	67.7%
LOAD_ATTR_ADAPTIVE	59,978,671	1.2%	68.9%
BUILD_TUPLE	56,166,917	1.1%	70.0%
LOAD_ATTR	50,037,303	1.0%	74.0%
CONTAINS_OP	49,274,005	1.0%	74.9%
EXTENDED_ARG_QUICK	46,076,793	0.9%	75.8%
GET_ITER	41,437,258	0.8%	77.4%
PUSH_NULL	37,793,027	0.7%	78.9%
NOP	37,770,296	0.7%	79.7%
LOAD_CONST__LOAD_FAST	34,533,654	0.7%	81.0%
YIELD_VALUE	33,667,199	0.7%	81.7%
POP_JUMP_IF_NONE	31,034,523	0.6%	82.9%
BINARY_SUBSCR_ADAPTIVE	30,269,445	0.6%	83.5%
IS_OP	30,135,940	0.6%	84.1%
CALL	29,607,188	0.6%	84.7%
POP_JUMP_IF_NOT_NONE	27,818,717	0.5%	85.2%
CALL_NO_KW_ISINSTANCE	24,194,754	0.5%	85.7%
UNPACK_SEQUENCE_TUPLE	23,530,790	0.5%	86.1%
LOAD_GLOBAL	23,202,375	0.4%	86.6%
SEND	22,917,789	0.4%	87.0%
BINARY_SLICE	20,936,283	0.4%	87.8%
CALL_NO_KW_LEN	20,229,927	0.4%	88.2%
JUMP_BACKWARD_NO_INTERRUPT	19,797,680	0.4%	88.6%
LOAD_DEREF	19,508,972	0.4%	89.0%
JUMP_FORWARD	18,274,185	0.4%	89.4%
STORE_ATTR_ADAPTIVE	17,689,780	0.3%	90.0%
BUILD_LIST	17,636,525	0.3%	90.4%
STORE_NAME	17,216,117	0.3%	90.7%
COMPARE_OP_ADAPTIVE	16,545,378	0.3%	91.0%
CALL_NO_KW_LIST_APPEND	16,068,493	0.3%	91.7%
RETURN_GENERATOR	15,645,972	0.3%	92.3%
LOAD_NAME	14,530,907	0.3%	93.4%
MAP_ADD	14,191,104	0.3%	93.7%
MAKE_FUNCTION	14,052,193	0.3%	94.0%
BINARY_SUBSCR	13,580,778	0.3%	94.8%
BINARY_OP_ADAPTIVE	13,417,539	0.3%	95.0%
BUILD_MAP	12,309,455	0.2%	95.5%
LIST_APPEND	10,924,270	0.2%	95.7%
STORE_SUBSCR_ADAPTIVE	10,516,573	0.2%	95.9%
KW_NAMES	8,702,307	0.2%	96.3%
STORE_ATTR	8,581,459	0.2%	96.5%
RESUME	8,519,209	0.2%	96.6%
COPY_FREE_VARS	8,431,440	0.2%	96.8%
FOR_ITER_RANGE	8,425,791	0.2%	97.0%
EXTENDED_ARG	7,714,485	0.1%	97.1%
SWAP	7,368,004	0.1%	97.2%
BINARY_OP_SUBTRACT_INT	6,901,034	0.1%	97.5%
COPY	6,856,189	0.1%	97.7%
JUMP_IF_FALSE_OR_POP	6,331,481	0.1%	97.9%
LOAD_GLOBAL_ADAPTIVE	5,315,473	0.1%	98.0%
CALL_FUNCTION_EX	4,595,112	0.1%	98.1%
STORE_SUBSCR_DICT	4,448,541	0.1%	98.2%
CHECK_EXC_MATCH	4,159,709	0.1%	98.4%
JUMP_IF_TRUE_OR_POP	3,673,956	0.1%	98.5%
MAKE_CELL	3,516,476	0.1%	98.6%
PUSH_EXC_INFO	3,175,508	0.1%	98.7%
POP_EXCEPT	3,175,508	0.1%	98.8%
GET_YIELD_FROM_ITER	3,120,109	0.1%	98.8%
LOAD_CLOSURE	2,910,854	0.1%	98.9%
BEFORE_WITH	2,839,699	0.1%	99.0%
FOR_ITER	2,692,914	0.1%	99.0%
LOAD_FAST_CHECK	2,554,192	0.0%	99.1%
DICT_MERGE	2,359,434	0.0%	99.1%
COMPARE_OP	2,297,136	0.0%	99.2%
FORMAT_VALUE	2,223,415	0.0%	99.3%
CALL_NO_KW_STR_1	2,175,203	0.0%	99.3%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	2,164,977	0.0%	99.3%
CALL_NO_KW_TYPE_1	2,035,086	0.0%	99.4%
UNARY_NOT	1,567,346	0.0%	99.4%
RAISE_VARARGS	1,553,217	0.0%	99.4%
CALL_NO_KW_TUPLE_1	1,527,246	0.0%	99.5%
BUILD_STRING	1,523,387	0.0%	99.5%
IMPORT_NAME	1,516,910	0.0%	99.6%
STORE_DEREF	1,502,103	0.0%	99.6%
IMPORT_FROM	1,470,202	0.0%	99.6%
JUMP_BACKWARD	1,468,396	0.0%	99.7%
BINARY_OP	1,447,772	0.0%	99.7%
STORE_SUBSCR_LIST_INT	1,360,543	0.0%	99.7%
DELETE_FAST	1,137,718	0.0%	99.7%
LIST_EXTEND	1,021,341	0.0%	99.8%
RERAISE	1,005,611	0.0%	99.8%
LOAD_BUILD_CLASS	980,536	0.0%	99.8%
DELETE_SUBSCR	939,127	0.0%	99.8%
BUILD_CONST_KEY_MAP	899,791	0.0%	99.8%
LIST_TO_TUPLE	863,595	0.0%	99.9%
UNPACK_SEQUENCE_LIST	785,792	0.0%	99.9%
DICT_UPDATE	742,595	0.0%	99.9%
UNPACK_SEQUENCE	698,566	0.0%	99.9%
STORE_SUBSCR	650,670	0.0%	99.9%
BUILD_SLICE	589,642	0.0%	100.0%
UNPACK_SEQUENCE_ADAPTIVE	331,095	0.0%	100.0%
UNARY_NEGATIVE	309,922	0.0%	100.0%
UNARY_INVERT	181,939	0.0%	100.0%
SET_ADD	141,004	0.0%	100.0%
STORE_GLOBAL	127,017	0.0%	100.0%
BUILD_SET	112,583	0.0%	100.0%
DELETE_NAME	95,707	0.0%	100.0%
STORE_SLICE	79,445	0.0%	100.0%
WITH_EXCEPT_START	46,638	0.0%	100.0%
IMPORT_STAR	37,047	0.0%	100.0%
SETUP_ANNOTATIONS	34,651	0.0%	100.0%
CLEANUP_THROW	26,047	0.0%	100.0%
DELETE_ATTR	18,374	0.0%	100.0%
BINARY_OP_SUBTRACT_FLOAT	9,723	0.0%	100.0%
BINARY_OP_MULTIPLY_FLOAT	9,015	0.0%	100.0%
SET_UPDATE	4,268	0.0%	100.0%
BINARY_OP_ADD_FLOAT	454	0.0%	100.0%
LOAD_CLASSDEREF	224	0.0%	100.0%

Pair counts

Pair counts for top 100 pairs

Pair	Count	Self	Cumulative
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	186,476,485	3.6%	3.6%
RESUME_QUICK LOAD_FAST	110,989,921	2.1%	5.8%
POP_JUMP_IF_FALSE LOAD_FAST	84,923,506	1.6%	7.4%
LOAD_CONST RETURN_VALUE	69,178,351	1.3%	8.7%
CALL_PY_EXACT_ARGS RESUME_QUICK	62,201,809	1.2%	9.9%
UNPACK_SEQUENCE_TWO_TUPLE STORE_FAST__STORE_FAST	61,673,158	1.2%	11.1%
LOAD_GLOBAL_BUILTIN LOAD_FAST	55,947,047	1.1%	12.2%
LOAD_ATTR_INSTANCE_VALUE LOAD_FAST	50,977,035	1.0%	13.2%
LOAD_FAST LOAD_GLOBAL_MODULE	49,437,335	1.0%	14.2%
STORE_FAST__STORE_FAST LOAD_FAST	37,850,526	0.7%	14.9%
LOAD_FAST LOAD_ATTR_METHOD_NO_DICT	36,691,172	0.7%	15.6%
CONTAINS_OP POP_JUMP_IF_FALSE	35,425,144	0.7%	16.3%
JUMP_BACKWARD_QUICK FOR_ITER_ADAPTIVE	33,531,825	0.6%	16.9%
LOAD_FAST CALL_PY_EXACT_ARGS	33,515,176	0.6%	17.6%
LOAD_FAST RETURN_VALUE	33,384,235	0.6%	18.2%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	33,350,151	0.6%	18.9%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE	32,733,788	0.6%	19.5%
LOAD_FAST LOAD_ATTR_SLOT	31,353,482	0.6%	20.1%
RETURN_VALUE POP_TOP	29,521,229	0.6%	20.7%
STORE_FAST__STORE_FAST LOAD_FAST__LOAD_FAST	27,361,862	0.5%	21.2%
JUMP_BACKWARD_QUICK FOR_ITER_LIST	26,496,923	0.5%	21.7%
LOAD_FAST LOAD_ATTR_ADAPTIVE	25,201,171	0.5%	22.2%
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST	25,120,897	0.5%	22.7%
LOAD_CONST LOAD_CONST	24,587,608	0.5%	23.2%
IS_OP POP_JUMP_IF_FALSE	24,577,409	0.5%	23.6%
POP_TOP LOAD_FAST	24,238,774	0.5%	24.1%
STORE_FAST__LOAD_FAST LOAD_CONST	24,148,299	0.5%	24.6%
NOP LOAD_FAST	23,702,920	0.5%	25.0%
UNPACK_SEQUENCE_TUPLE STORE_FAST__STORE_FAST	23,427,991	0.5%	25.5%
LOAD_ATTR_INSTANCE_VALUE LOAD_CONST	23,369,596	0.5%	25.9%
POP_JUMP_IF_TRUE LOAD_FAST	23,152,839	0.4%	26.4%
LOAD_FAST POP_JUMP_IF_FALSE	22,495,376	0.4%	26.8%
LOAD_CONST COMPARE_OP_STR_JUMP	21,964,129	0.4%	27.3%
RESUME_QUICK LOAD_GLOBAL_BUILTIN	21,901,779	0.4%	27.7%
FOR_ITER_LIST UNPACK_SEQUENCE_TWO_TUPLE	21,178,237	0.4%	28.1%
LOAD_FAST CALL_ADAPTIVE	21,088,185	0.4%	28.5%
LOAD_FAST__LOAD_FAST LOAD_FAST	20,811,385	0.4%	28.9%
LOAD_ATTR_METHOD_WITH_VALUES CALL_PY_EXACT_ARGS	20,687,675	0.4%	29.3%
LOAD_FAST STORE_ATTR_INSTANCE_VALUE	20,482,895	0.4%	29.7%
STORE_FAST LOAD_GLOBAL_BUILTIN	20,440,759	0.4%	30.1%
LOAD_GLOBAL_MODULE IS_OP	20,417,417	0.4%	30.5%
LOAD_FAST__LOAD_FAST STORE_ATTR_INSTANCE_VALUE	20,206,637	0.4%	30.9%
RESUME_QUICK LOAD_GLOBAL_MODULE	19,941,946	0.4%	31.3%
STORE_FAST__STORE_FAST STORE_FAST__LOAD_FAST	19,865,730	0.4%	31.6%
SEND YIELD_VALUE	19,823,727	0.4%	32.0%
JUMP_BACKWARD_NO_INTERRUPT SEND	19,797,680	0.4%	32.4%
RESUME_QUICK JUMP_BACKWARD_NO_INTERRUPT	19,791,468	0.4%	32.8%
COMPARE_OP_INT_JUMP LOAD_FAST	19,703,382	0.4%	33.2%
LOAD_ATTR_METHOD_NO_DICT LOAD_CONST	19,627,221	0.4%	33.6%
GET_ITER FOR_ITER_ADAPTIVE	19,580,333	0.4%	33.9%
RETURN_VALUE STORE_FAST__LOAD_FAST	18,794,954	0.4%	34.3%
LOAD_GLOBAL_MODULE LOAD_FAST	18,523,841	0.4%	34.7%
STORE_FAST LOAD_GLOBAL_MODULE	18,434,557	0.4%	35.0%
LOAD_GLOBAL_MODULE LOAD_FAST__LOAD_FAST	18,315,329	0.4%	35.4%
FOR_ITER_ADAPTIVE STORE_FAST__LOAD_FAST	18,282,458	0.4%	35.7%
LOAD_ATTR_ADAPTIVE LOAD_FAST	17,665,598	0.3%	36.1%
EXTENDED_ARG_QUICK FOR_ITER_LIST	17,571,089	0.3%	36.4%
LOAD_FAST BINARY_SUBSCR_LIST_INT	16,927,040	0.3%	36.7%
COMPARE_OP_INT_JUMP LOAD_FAST__LOAD_CONST	16,870,622	0.3%	37.1%
LOAD_FAST POP_JUMP_IF_TRUE	16,810,677	0.3%	37.4%
STORE_FAST__LOAD_FAST LOAD_FAST	16,620,592	0.3%	37.7%
STORE_FAST NOP	16,179,846	0.3%	38.0%
LOAD_ATTR_SLOT RETURN_VALUE	15,768,871	0.3%	38.3%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_INSTANCE_VALUE	15,696,217	0.3%	38.6%
POP_TOP RESUME_QUICK	15,458,015	0.3%	38.9%
LOAD_FAST__LOAD_FAST COMPARE_OP_INT_JUMP	15,371,994	0.3%	39.2%
LOAD_ATTR_INSTANCE_VALUE STORE_FAST__LOAD_FAST	15,357,935	0.3%	39.5%
POP_TOP LOAD_CONST	15,229,600	0.3%	39.8%
LOAD_FAST__LOAD_CONST BINARY_OP_ADD_INT	15,130,572	0.3%	40.1%
POP_JUMP_IF_NONE LOAD_FAST	15,064,685	0.3%	40.4%
CALL_NO_KW_ISINSTANCE POP_JUMP_IF_FALSE	14,947,992	0.3%	40.7%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_NO_DICT	14,873,867	0.3%	41.0%
LOAD_CONST COMPARE_OP_INT_JUMP	14,840,373	0.3%	41.3%
LOAD_ATTR LOAD_FAST	14,695,264	0.3%	41.5%
JUMP_BACKWARD_QUICK EXTENDED_ARG_QUICK	14,558,248	0.3%	41.8%
COMPARE_OP_STR_JUMP LOAD_FAST__LOAD_CONST	14,407,393	0.3%	42.1%
POP_TOP JUMP_BACKWARD_QUICK	14,298,970	0.3%	42.4%
STORE_ATTR_INSTANCE_VALUE LOAD_CONST	14,212,896	0.3%	42.7%
LOAD_CONST MAKE_FUNCTION	13,998,458	0.3%	42.9%
LOAD_CONST BINARY_SLICE	13,826,228	0.3%	43.2%
STORE_ATTR_INSTANCE_VALUE LOAD_FAST__LOAD_FAST	13,760,437	0.3%	43.5%
LOAD_FAST__LOAD_FAST CALL_PY_EXACT_ARGS	13,739,936	0.3%	43.7%
LOAD_FAST CALL_NO_KW_LEN	13,676,992	0.3%	44.0%
STORE_FAST__LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	13,674,772	0.3%	44.3%
STORE_FAST__LOAD_FAST POP_JUMP_IF_FALSE	13,594,941	0.3%	44.5%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR	13,499,711	0.3%	44.8%
LOAD_FAST__LOAD_CONST COMPARE_OP_INT_JUMP	13,323,201	0.3%	45.0%
LOAD_CONST CALL_ADAPTIVE	13,219,651	0.3%	45.3%
BUILD_TUPLE LOAD_FAST	13,151,202	0.3%	45.6%
PUSH_NULL LOAD_FAST	13,142,670	0.3%	45.8%
LOAD_FAST__LOAD_FAST BUILD_TUPLE	13,139,096	0.3%	46.1%
EXTENDED_ARG_QUICK JUMP_BACKWARD_QUICK	13,096,409	0.3%	46.3%
STORE_FAST__LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	13,076,294	0.3%	46.6%
LOAD_FAST__LOAD_CONST LOAD_CONST	13,070,753	0.3%	46.8%
LOAD_ATTR_METHOD_NO_DICT CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	13,003,693	0.3%	47.1%
CALL_BOUND_METHOD_EXACT_ARGS RESUME_QUICK	12,990,137	0.3%	47.3%
RESUME_QUICK POP_TOP	12,882,625	0.2%	47.6%
PUSH_NULL LOAD_FAST__LOAD_FAST	12,791,851	0.2%	47.8%
LOAD_FAST LOAD_GLOBAL_BUILTIN	12,780,366	0.2%	48.1%
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE	12,695,942	0.2%	48.3%

Predecessor/Successor Pairs

Top 5 predecessors and successors of each opcode

BEFORE_WITH

Successors and predecessors for BEFORE_WITH

Predecessors	Count	Percentage
CALL_ADAPTIVE	1,519,725	53.5%
LOAD_ATTR_INSTANCE_VALUE	797,612	28.1%
CALL_BUILTIN_FAST_WITH_KEYWORDS	209,688	7.4%
CALL	139,414	4.9%
LOAD_ATTR	102,940	3.6%

Successors	Count	Percentage
POP_TOP	2,530,276	89.1%
STORE_FAST__LOAD_FAST	236,695	8.3%
STORE_FAST	72,617	2.6%
STORE_NAME	111	0.0%

BINARY_OP

Successors and predecessors for BINARY_OP

Predecessors	Count	Percentage
LOAD_CONST	590,856	40.8%
LOAD_FAST	275,048	19.0%
CALL	113,074	7.8%
LOAD_ATTR	74,237	5.1%
LOAD_GLOBAL	71,200	4.9%

Successors	Count	Percentage
STORE_FAST	309,668	21.4%
LOAD_CONST	192,974	13.3%
LOAD_FAST	147,576	10.2%
CALL	117,518	8.1%
SWAP	106,157	7.3%

BINARY_OP_ADAPTIVE

Successors and predecessors for BINARY_OP_ADAPTIVE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	3,965,938	29.6%
LOAD_CONST	3,450,487	25.7%
BUILD_TUPLE	1,196,328	8.9%
LOAD_FAST__LOAD_FAST	1,100,071	8.2%
LOAD_FAST__LOAD_CONST	885,648	6.6%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	3,143,731	23.4%
STORE_SUBSCR_ADAPTIVE	1,733,376	12.9%
STORE_FAST__LOAD_FAST	1,320,927	9.8%
STORE_FAST	994,747	7.4%
CALL_ADAPTIVE	881,602	6.6%

BINARY_OP_ADD_FLOAT

Successors and predecessors for BINARY_OP_ADD_FLOAT

Predecessors	Count	Percentage
BINARY_OP_ADAPTIVE	325	71.6%
LOAD_FAST	129	28.4%

Successors	Count	Percentage
STORE_FAST	454	100.0%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT

Predecessors	Count	Percentage
LOAD_FAST__LOAD_CONST	15,130,572	68.1%
LOAD_CONST	3,086,375	13.9%
LOAD_FAST__LOAD_FAST	2,106,188	9.5%
BINARY_OP_MULTIPLY_INT	398,430	1.8%
RETURN_VALUE	394,350	1.8%

Successors	Count	Percentage
LOAD_FAST	11,227,131	50.6%
STORE_FAST__LOAD_FAST	3,256,513	14.7%
STORE_FAST	2,775,417	12.5%
BINARY_SLICE	1,858,890	8.4%
CALL_PY_EXACT_ARGS	611,591	2.8%

BINARY_OP_ADD_UNICODE

Successors and predecessors for BINARY_OP_ADD_UNICODE

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	2,719,231	42.0%
CALL_NO_KW_METHOD_DESCRIPTOR_O	803,724	12.4%
LOAD_FAST	757,799	11.7%
CALL_NO_KW_STR_1	613,137	9.5%
LOAD_CONST	533,250	8.2%

Successors	Count	Percentage
CALL_ADAPTIVE	1,711,351	26.4%
LOAD_FAST	1,634,379	25.2%
STORE_FAST__LOAD_FAST	890,959	13.7%
RETURN_VALUE	716,907	11.1%
STORE_FAST	507,793	7.8%

BINARY_OP_INPLACE_ADD_UNICODE

Successors and predecessors for BINARY_OP_INPLACE_ADD_UNICODE

Predecessors	Count	Percentage
BINARY_OP_ADD_UNICODE	428,281	28.2%
BINARY_SLICE	341,544	22.5%
BINARY_SUBSCR_ADAPTIVE	285,685	18.8%
LOAD_FAST__LOAD_FAST	267,274	17.6%
RETURN_VALUE	153,050	10.1%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	608,855	40.0%
LOAD_FAST	581,553	38.2%
LOAD_FAST__LOAD_CONST	288,838	19.0%
LOAD_GLOBAL_BUILTIN	14,155	0.9%
LOAD_FAST__LOAD_FAST	12,241	0.8%

BINARY_OP_MULTIPLY_FLOAT

Successors and predecessors for BINARY_OP_MULTIPLY_FLOAT

Predecessors	Count	Percentage
LOAD_DEREF	6,944	77.0%
LOAD_FAST__LOAD_CONST	1,508	16.7%
BINARY_OP_ADAPTIVE	563	6.2%

Successors	Count	Percentage
CALL_NO_KW_BUILTIN_O	7,008	77.7%
STORE_FAST	1,805	20.0%
CALL_ADAPTIVE	202	2.2%

BINARY_OP_MULTIPLY_INT

Successors and predecessors for BINARY_OP_MULTIPLY_INT

Predecessors	Count	Percentage
BINARY_SUBSCR_TUPLE_INT	432,061	51.5%
LOAD_CONST	278,166	33.2%
CALL_NO_KW_LEN	89,880	10.7%
CALL_ADAPTIVE	7,888	0.9%
BINARY_OP_ADAPTIVE	7,349	0.9%

Successors	Count	Percentage
BINARY_OP_ADD_INT	398,430	47.5%
LOAD_CONST	116,457	13.9%
CALL_NO_KW_BUILTIN_O	114,164	13.6%
COMPARE_OP_INT_JUMP	89,909	10.7%
BUILD_TUPLE	40,457	4.8%

BINARY_OP_SUBTRACT_FLOAT

Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	7,551	77.7%
LOAD_GLOBAL_MODULE	1,149	11.8%
BINARY_OP_ADAPTIVE	828	8.5%
CALL_ADAPTIVE	192	2.0%
LOAD_ATTR_ADAPTIVE	3	0.0%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	8,100	83.3%
LOAD_CONST	1,301	13.4%
RETURN_VALUE	321	3.3%
STORE_FAST	1	0.0%

BINARY_OP_SUBTRACT_INT

Successors and predecessors for BINARY_OP_SUBTRACT_INT

Predecessors	Count	Percentage
LOAD_FAST	2,472,165	35.8%
LOAD_CONST	1,901,230	27.5%
CALL_NO_KW_LEN	1,165,635	16.9%
LOAD_DEREF	808,632	11.7%
LOAD_FAST__LOAD_FAST	312,760	4.5%

Successors	Count	Percentage
LOAD_CONST	2,150,655	31.2%
RETURN_VALUE	1,070,918	15.5%
LOAD_FAST__LOAD_FAST	1,045,037	15.1%
LOAD_FAST	897,365	13.0%
STORE_FAST	453,187	6.6%

BINARY_SLICE

Successors and predecessors for BINARY_SLICE

Predecessors	Count	Percentage
LOAD_CONST	13,826,228	66.0%
LOAD_FAST	2,202,875	10.5%
BINARY_OP_ADD_INT	1,858,890	8.9%
LOAD_FAST__LOAD_FAST	1,283,389	6.1%
LOAD_FAST__LOAD_CONST	1,102,466	5.3%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	4,615,608	22.0%
STORE_FAST__LOAD_FAST	3,255,056	15.5%
LOAD_FAST	1,886,845	9.0%
CALL_PY_EXACT_ARGS	1,609,497	7.7%
LOAD_GLOBAL_MODULE	1,448,045	6.9%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
BINARY_SUBSCR_LIST_INT	8,924,858	65.7%
BINARY_SUBSCR_TUPLE_INT	2,973,274	21.9%
LOAD_CONST	667,968	4.9%
LOAD_NAME	339,242	2.5%
LOAD_FAST	278,109	2.0%

Successors	Count	Percentage
UNPACK_SEQUENCE_TUPLE	7,712,124	59.4%
LOAD_ATTR_METHOD_NO_DICT	2,258,120	17.4%
LOAD_FAST__LOAD_CONST	633,700	4.9%
LOAD_CONST	525,997	4.0%
RETURN_VALUE	319,427	2.5%

BINARY_SUBSCR_ADAPTIVE

Successors and predecessors for BINARY_SUBSCR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	11,336,597	37.5%
LOAD_CONST	6,941,929	22.9%
LOAD_FAST__LOAD_FAST	5,644,265	18.6%
LOAD_FAST__LOAD_CONST	5,449,690	18.0%
BUILD_SLICE	548,143	1.8%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	8,763,184	29.0%
LOAD_CONST	6,098,519	20.2%
UNPACK_SEQUENCE_TUPLE	4,502,484	14.9%
LOAD_FAST	3,031,641	10.0%
LOAD_ATTR_METHOD_NO_DICT	1,718,407	5.7%

BINARY_SUBSCR_DICT

Successors and predecessors for BINARY_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_FAST	9,385,760	67.5%
LOAD_FAST__LOAD_FAST	1,984,567	14.3%
LOAD_ATTR_INSTANCE_VALUE	846,214	6.1%
LOAD_ATTR	516,432	3.7%
LOAD_FAST__LOAD_CONST	390,996	2.8%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	4,838,265	34.8%
LOAD_FAST__LOAD_FAST	4,472,783	32.2%
GET_ITER	1,715,958	12.3%
PUSH_EXC_INFO	538,839	3.9%
LOAD_CONST	524,930	3.8%

BINARY_SUBSCR_GETITEM

Successors and predecessors for BINARY_SUBSCR_GETITEM

Predecessors	Count	Percentage
LOAD_FAST__LOAD_CONST	2,086,929	58.4%
LOAD_FAST__LOAD_FAST	1,196,264	33.5%
LOAD_FAST	151,687	4.2%
LOAD_CONST	122,966	3.4%
BINARY_SUBSCR_ADAPTIVE	16,954	0.5%

Successors	Count	Percentage
RESUME_QUICK	3,537,408	99.0%
BINARY_SUBSCR	28,461	0.8%
RESUME	7,442	0.2%
MAKE_CELL	1,512	0.0%

BINARY_SUBSCR_LIST_INT

Successors and predecessors for BINARY_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_FAST	16,927,040	41.0%
LOAD_CONST	9,899,882	24.0%
LOAD_FAST__LOAD_CONST	7,584,276	18.4%
LOAD_FAST__LOAD_FAST	6,420,435	15.6%
BINARY_SUBSCR_ADAPTIVE	199,888	0.5%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	11,574,890	28.0%
BINARY_SUBSCR	8,924,858	21.6%
RETURN_VALUE	6,053,960	14.7%
STORE_FAST__LOAD_FAST	6,022,096	14.6%
LOAD_FAST	3,905,429	9.5%

BINARY_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_FAST__LOAD_CONST	8,006,924	49.4%
LOAD_CONST	7,120,658	43.9%
LOAD_FAST	549,760	3.4%
LOAD_GLOBAL_MODULE	403,599	2.5%
BINARY_SUBSCR_ADAPTIVE	126,806	0.8%

Successors	Count	Percentage
LOAD_FAST__LOAD_CONST	3,884,568	24.0%
BINARY_SUBSCR	2,973,274	18.3%
LOAD_GLOBAL_MODULE	2,140,619	13.2%
CALL_NO_KW_BUILTIN_O	1,300,666	8.0%
RETURN_VALUE	1,121,423	6.9%

BUILD_CONST_KEY_MAP

Successors and predecessors for BUILD_CONST_KEY_MAP

Predecessors	Count	Percentage
LOAD_CONST	716,765	79.7%
LOAD_FAST__LOAD_CONST	183,026	20.3%

Successors	Count	Percentage
STORE_FAST	258,337	28.7%
RETURN_VALUE	224,730	25.0%
LOAD_CONST	223,896	24.9%
DICT_UPDATE	116,377	12.9%
STORE_NAME	33,992	3.8%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
RESUME_QUICK	4,235,688	24.0%
LOAD_CONST__LOAD_FAST	2,583,364	14.6%
LOAD_FAST	1,711,101	9.7%
BUILD_TUPLE	1,344,145	7.6%
LOAD_CONST	1,128,789	6.4%

Successors	Count	Percentage
LOAD_FAST	5,803,114	32.9%
BUILD_TUPLE	2,690,079	15.3%
STORE_FAST	2,341,197	13.3%
STORE_FAST__LOAD_FAST	2,198,552	12.5%
COMPARE_OP_ADAPTIVE	1,541,204	8.7%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
RESUME_QUICK	3,715,678	30.2%
POP_JUMP_IF_NONE	1,960,114	15.9%
STORE_FAST__STORE_FAST	1,802,557	14.6%
LOAD_CONST	1,010,462	8.2%
LOAD_FAST	878,693	7.1%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	7,773,077	63.1%
LOAD_FAST	2,470,746	20.1%
LOAD_CONST	485,003	3.9%
BUILD_TUPLE	429,792	3.5%
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	376,865	3.1%

BUILD_SET

Successors and predecessors for BUILD_SET

Predecessors	Count	Percentage
LOAD_ATTR_ADAPTIVE	29,219	26.0%
RESUME_QUICK	22,617	20.1%
LOAD_CONST	19,509	17.3%
LOAD_NAME	14,527	12.9%
RESUME	9,080	8.1%

Successors	Count	Percentage
CONTAINS_OP	35,774	31.8%
LOAD_FAST	31,721	28.2%
BINARY_OP_ADAPTIVE	11,048	9.8%
LOAD_NAME	7,747	6.9%
STORE_FAST	7,645	6.8%

BUILD_SLICE

Successors and predecessors for BUILD_SLICE

Predecessors	Count	Percentage
LOAD_CONST	561,077	95.2%
BINARY_OP_SUBTRACT_INT	18,884	3.2%
BINARY_OP	9,681	1.6%

Successors	Count	Percentage
BINARY_SUBSCR_ADAPTIVE	548,143	93.0%
DELETE_SUBSCR	22,972	3.9%
BINARY_SUBSCR	18,527	3.1%

BUILD_STRING

Successors and predecessors for BUILD_STRING

Predecessors	Count	Percentage
LOAD_CONST	924,644	60.7%
FORMAT_VALUE	598,743	39.3%

Successors	Count	Percentage
STORE_FAST	396,734	26.0%
LOAD_FAST	262,091	17.2%
LIST_APPEND	182,927	12.0%
YIELD_VALUE	161,379	10.6%
CALL_ADAPTIVE	146,356	9.6%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	13,139,096	23.4%
LOAD_FAST	8,919,527	15.9%
LOAD_ATTR_INSTANCE_VALUE	7,630,855	13.6%
LOAD_CONST__LOAD_FAST	4,651,069	8.3%
LOAD_GLOBAL_MODULE	3,294,007	5.9%

Successors	Count	Percentage
LOAD_FAST	13,151,202	23.4%
YIELD_VALUE	5,405,283	9.6%
COMPARE_OP_ADAPTIVE	4,719,456	8.4%
STORE_FAST__LOAD_FAST	4,557,998	8.1%
CALL_NO_KW_LIST_APPEND	4,197,740	7.5%

CALL

Successors and predecessors for CALL

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	10,222,041	34.5%
LOAD_FAST	5,407,303	18.3%
LOAD_CONST	2,685,101	9.1%
LOAD_ATTR	2,377,295	8.0%
LOAD_GLOBAL	1,565,515	5.3%

Successors	Count	Percentage
RESUME_QUICK	8,715,642	29.4%
RESUME	3,514,691	11.9%
RETURN_GENERATOR	2,472,161	8.4%
POP_TOP	2,257,584	7.6%
STORE_NAME	2,183,544	7.4%

CALL_ADAPTIVE

Successors and predecessors for CALL_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	21,088,185	29.2%
LOAD_CONST	13,219,651	18.3%
KW_NAMES	7,953,076	11.0%
LOAD_FAST__LOAD_FAST	6,816,551	9.5%
LOAD_ATTR_MODULE	5,169,664	7.2%

Successors	Count	Percentage
RESUME_QUICK	12,325,349	17.1%
POP_TOP	11,750,795	16.3%
STORE_FAST__LOAD_FAST	8,770,099	12.2%
RETURN_VALUE	8,685,964	12.0%
POP_JUMP_IF_TRUE	3,460,830	4.8%

CALL_BOUND_METHOD_EXACT_ARGS

Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST	8,949,672	60.4%
LOAD_FAST__LOAD_CONST	2,406,795	16.2%
LOAD_FAST__LOAD_FAST	1,107,640	7.5%
BUILD_TUPLE	886,875	6.0%
LOAD_CONST	801,015	5.4%

Successors	Count	Percentage
RESUME_QUICK	12,990,137	87.7%
CALL	1,446,475	9.8%
COPY_FREE_VARS	313,761	2.1%
RESUME	46,558	0.3%
MAKE_CELL	18,395	0.1%

CALL_BUILTIN_CLASS

Successors and predecessors for CALL_BUILTIN_CLASS

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	4,714,882	30.5%
LOAD_GLOBAL_BUILTIN	4,002,610	25.9%
LOAD_FAST	2,727,587	17.6%
LOAD_GLOBAL	705,326	4.6%
CALL_NO_KW_LEN	416,896	2.7%

Successors	Count	Percentage
GET_ITER	5,575,996	36.0%
LOAD_FAST	3,274,409	21.2%
LOAD_ATTR_ADAPTIVE	3,168,180	20.5%
LOAD_CONST	421,829	2.7%
STORE_FAST__LOAD_FAST	419,660	2.7%

CALL_BUILTIN_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_FAST	3,090,674	72.0%
LOAD_FAST__LOAD_CONST	395,030	9.2%
CALL_NO_KW_STR_1	187,449	4.4%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	111,054	2.6%
BUILD_TUPLE	75,844	1.8%

Successors	Count	Percentage
STORE_FAST	1,851,813	43.1%
RETURN_VALUE	1,006,016	23.4%
CALL	402,333	9.4%
PUSH_EXC_INFO	215,120	5.0%
BEFORE_WITH	209,688	4.9%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
DICT_MERGE	2,359,434	51.3%
RETURN_VALUE	769,440	16.7%
LIST_TO_TUPLE	615,333	13.4%
LOAD_FAST	326,921	7.1%
LOAD_FAST__LOAD_FAST	207,021	4.5%

Successors	Count	Percentage
RETURN_VALUE	2,451,925	53.4%
POP_TOP	820,724	17.9%
STORE_FAST	557,682	12.1%
STORE_FAST__LOAD_FAST	397,414	8.6%
UNPACK_SEQUENCE_TUPLE	111,206	2.4%

CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_CONST	1,483,967	68.5%
LOAD_ATTR_METHOD_NO_DICT	271,709	12.6%
LOAD_FAST	158,246	7.3%
LOAD_FAST__LOAD_FAST	106,491	4.9%
LOAD_GLOBAL_MODULE	80,628	3.7%

Successors	Count	Percentage
UNPACK_SEQUENCE_LIST	760,228	35.1%
LOAD_CONST	254,069	11.7%
RETURN_VALUE	241,045	11.1%
GET_ITER	224,354	10.4%
STORE_FAST	177,532	8.2%

CALL_NO_KW_BUILTIN_FAST

Successors and predecessors for CALL_NO_KW_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_CONST	5,723,710	40.9%
LOAD_FAST__LOAD_FAST	3,053,271	21.8%
LOAD_FAST	1,977,685	14.1%
LOAD_FAST__LOAD_CONST	1,609,815	11.5%
CALL_ADAPTIVE	236,768	1.7%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	3,424,552	24.5%
RETURN_VALUE	2,087,598	14.9%
POP_JUMP_IF_NOT_NONE	1,824,226	13.0%
POP_TOP	1,636,885	11.7%
STORE_FAST__LOAD_FAST	1,179,659	8.4%

CALL_NO_KW_BUILTIN_O

Successors and predecessors for CALL_NO_KW_BUILTIN_O

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	3,874,813	26.0%
LOAD_FAST	3,462,421	23.2%
LOAD_GLOBAL_MODULE	1,414,344	9.5%
BINARY_SUBSCR_TUPLE_INT	1,300,666	8.7%
LOAD_FAST__LOAD_CONST	1,244,408	8.3%

Successors	Count	Percentage
POP_TOP	7,542,847	50.6%
STORE_FAST__LOAD_FAST	1,722,440	11.6%
BUILD_TUPLE	1,341,451	9.0%
LIST_APPEND	935,587	6.3%
RETURN_VALUE	866,001	5.8%

CALL_NO_KW_ISINSTANCE

Successors and predecessors for CALL_NO_KW_ISINSTANCE

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	10,154,165	42.0%
LOAD_GLOBAL_MODULE	7,645,285	31.6%
BUILD_TUPLE	2,599,581	10.7%
LOAD_ATTR_MODULE	1,714,700	7.1%
LOAD_GLOBAL	908,112	3.8%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	14,947,992	61.8%
POP_JUMP_IF_TRUE	7,864,112	32.5%
LOAD_FAST	430,561	1.8%
STORE_FAST__LOAD_FAST	311,659	1.3%
JUMP_IF_FALSE_OR_POP	223,158	0.9%

CALL_NO_KW_LEN

Successors and predecessors for CALL_NO_KW_LEN

Predecessors	Count	Percentage
LOAD_FAST	13,676,992	67.6%
LOAD_ATTR_INSTANCE_VALUE	2,577,856	12.7%
LOAD_FAST__LOAD_FAST	2,150,739	10.6%
JUMP_IF_TRUE_OR_POP	1,056,327	5.2%
LOAD_GLOBAL_MODULE	136,882	0.7%

Successors	Count	Percentage
LOAD_CONST	7,138,686	35.3%
STORE_FAST__LOAD_FAST	3,682,587	18.2%
RETURN_VALUE	2,070,937	10.2%
LOAD_FAST	1,911,324	9.4%
STORE_FAST	1,253,311	6.2%

CALL_NO_KW_LIST_APPEND

Successors and predecessors for CALL_NO_KW_LIST_APPEND

Predecessors	Count	Percentage
LOAD_FAST	10,946,611	68.1%
BUILD_TUPLE	4,197,740	26.1%
LOAD_FAST_CHECK	145,979	0.9%
RETURN_VALUE	130,303	0.8%
LOAD_CONST	121,455	0.8%

Successors	Count	Percentage
LOAD_CONST	7,038,026	43.8%
JUMP_BACKWARD_QUICK	6,580,377	41.0%
LOAD_FAST__LOAD_FAST	1,142,601	7.1%
LOAD_FAST	573,486	3.6%
EXTENDED_ARG_QUICK	253,997	1.6%

CALL_NO_KW_METHOD_DESCRIPTOR_FAST

Successors and predecessors for CALL_NO_KW_METHOD_DESCRIPTOR_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	4,886,077	27.6%
LOAD_CONST	4,250,738	24.0%
LOAD_ATTR_METHOD_NO_DICT	3,009,776	17.0%
LOAD_FAST	2,771,353	15.7%
LOAD_FAST__LOAD_CONST	690,119	3.9%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	4,515,803	25.5%
LIST_APPEND	4,299,076	24.3%
UNPACK_SEQUENCE_TUPLE	2,589,300	14.6%
LOAD_FAST	1,573,076	8.9%
UNPACK_SEQUENCE_TWO_TUPLE	933,387	5.3%

CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_NO_DICT	13,003,693	99.1%
LOAD_ATTR_METHOD_LAZY_DICT	40,711	0.3%
CALL_ADAPTIVE	39,662	0.3%
LOAD_ATTR_ADAPTIVE	23,118	0.2%
LOAD_ATTR_METHOD_WITH_DICT	18,161	0.1%

Successors	Count	Percentage
STORE_FAST	5,023,183	38.3%
LOAD_FAST	4,724,212	36.0%
POP_JUMP_IF_FALSE	1,038,269	7.9%
JUMP_IF_FALSE_OR_POP	562,438	4.3%
STORE_FAST__LOAD_FAST	429,755	3.3%

CALL_NO_KW_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_NO_KW_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
RETURN_VALUE	1,999,067	27.7%
LOAD_CONST	1,708,576	23.7%
LOAD_FAST	1,192,219	16.5%
BINARY_SLICE	770,709	10.7%
BUILD_LIST	398,549	5.5%

Successors	Count	Percentage
RETURN_VALUE	2,399,289	33.3%
POP_TOP	1,499,178	20.8%
LOAD_CONST	1,327,112	18.4%
BINARY_OP_ADD_UNICODE	803,724	11.2%
UNPACK_SEQUENCE_TUPLE	430,753	6.0%

CALL_NO_KW_STR_1

Successors and predecessors for CALL_NO_KW_STR_1

Predecessors	Count	Percentage
LOAD_FAST	1,399,520	64.3%
LOAD_ATTR_INSTANCE_VALUE	601,563	27.7%
RETURN_VALUE	110,369	5.1%
CALL_ADAPTIVE	22,799	1.0%
LOAD_ATTR_SLOT	20,166	0.9%

Successors	Count	Percentage
BINARY_OP_ADD_UNICODE	613,137	28.2%
YIELD_VALUE	404,844	18.6%
STORE_FAST__LOAD_FAST	392,524	18.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	187,449	8.6%
BUILD_TUPLE	131,257	6.0%

CALL_NO_KW_TUPLE_1

Successors and predecessors for CALL_NO_KW_TUPLE_1

Predecessors	Count	Percentage
RETURN_GENERATOR	520,277	34.1%
LOAD_FAST	324,229	21.2%
LOAD_GLOBAL_MODULE	218,274	14.3%
CALL_BUILTIN_CLASS	206,476	13.5%
CALL_ADAPTIVE	127,662	8.4%

Successors	Count	Percentage
RETURN_VALUE	322,940	21.1%
LOAD_FAST	233,516	15.3%
STORE_FAST	223,523	14.6%
CALL_ADAPTIVE	221,058	14.5%
STORE_FAST__LOAD_FAST	163,145	10.7%

CALL_NO_KW_TYPE_1

Successors and predecessors for CALL_NO_KW_TYPE_1

Predecessors	Count	Percentage
LOAD_FAST	1,652,187	81.2%
LOAD_GLOBAL_MODULE	173,519	8.5%
LOAD_CONST	125,431	6.2%
LOAD_GLOBAL	23,961	1.2%
CALL_ADAPTIVE	22,718	1.1%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	552,639	27.2%
LOAD_FAST	481,283	23.6%
LOAD_FAST__LOAD_FAST	363,423	17.9%
LOAD_GLOBAL_MODULE	296,853	14.6%
STORE_FAST	202,675	10.0%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_FAST	33,515,176	39.4%
LOAD_ATTR_METHOD_WITH_VALUES	20,687,675	24.3%
LOAD_FAST__LOAD_FAST	13,739,936	16.2%
GET_ITER	2,944,295	3.5%
BINARY_SLICE	1,609,497	1.9%

Successors	Count	Percentage
RESUME_QUICK	62,201,809	73.1%
RETURN_GENERATOR	11,013,298	12.9%
CALL	10,222,041	12.0%
MAKE_CELL	869,293	1.0%
RESUME	504,457	0.6%

CALL_PY_WITH_DEFAULTS

Successors and predecessors for CALL_PY_WITH_DEFAULTS

Predecessors	Count	Percentage
LOAD_FAST	2,172,573	71.2%
LOAD_FAST__LOAD_FAST	451,755	14.8%
LOAD_ATTR_ADAPTIVE	109,538	3.6%
LOAD_CONST__LOAD_FAST	68,860	2.3%
CALL_ADAPTIVE	32,534	1.1%

Successors	Count	Percentage
RESUME_QUICK	2,916,702	95.5%
MAKE_CELL	101,931	3.3%
RESUME	20,387	0.7%
COPY_FREE_VARS	10,639	0.3%
CALL	3,183	0.1%

CHECK_EXC_MATCH

Successors and predecessors for CHECK_EXC_MATCH

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	2,210,867	53.1%
LOAD_GLOBAL_BUILTIN	1,124,340	27.0%
LOAD_GLOBAL	473,989	11.4%
BUILD_TUPLE	229,175	5.5%
LOAD_GLOBAL_ADAPTIVE	65,527	1.6%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	4,159,703	100.0%
EXTENDED_ARG	6	0.0%

COMPARE_OP

Successors and predecessors for COMPARE_OP

Predecessors	Count	Percentage
LOAD_CONST	1,299,587	56.6%
LOAD_FAST	279,109	12.2%
COMPARE_OP_STR_JUMP	154,820	6.7%
COMPARE_OP_INT_JUMP	133,835	5.8%
LOAD_GLOBAL	102,801	4.5%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	1,784,374	77.7%
POP_JUMP_IF_TRUE	299,989	13.1%
RETURN_VALUE	53,250	2.3%
JUMP_IF_FALSE_OR_POP	50,202	2.2%
STORE_FAST	27,456	1.2%

COMPARE_OP_ADAPTIVE

Successors and predecessors for COMPARE_OP_ADAPTIVE

Predecessors	Count	Percentage
BUILD_TUPLE	4,719,456	28.5%
LOAD_CONST	2,290,405	13.8%
LOAD_ATTR_INSTANCE_VALUE	2,074,817	12.5%
LOAD_FAST__LOAD_CONST	1,894,514	11.5%
BUILD_LIST	1,541,204	9.3%

Successors	Count	Percentage
RETURN_VALUE	5,788,623	35.0%
POP_JUMP_IF_FALSE	5,737,970	34.7%
EXTENDED_ARG_QUICK	1,939,209	11.7%
JUMP_IF_FALSE_OR_POP	1,150,725	7.0%
POP_JUMP_IF_TRUE	1,042,635	6.3%

COMPARE_OP_FLOAT_JUMP

Successors and predecessors for COMPARE_OP_FLOAT_JUMP

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	324,613	95.4%
COMPARE_OP_ADAPTIVE	8,345	2.5%
LOAD_CONST	4,332	1.3%
LOAD_FAST	2,656	0.8%
LOAD_ATTR_ADAPTIVE	300	0.1%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	299,246	87.9%
COMPARE_OP	25,594	7.5%
LOAD_GLOBAL_ADAPTIVE	7,654	2.2%
LOAD_GLOBAL_BUILTIN	4,332	1.3%
LOAD_FAST__LOAD_CONST	2,606	0.8%

COMPARE_OP_INT_JUMP

Successors and predecessors for COMPARE_OP_INT_JUMP

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	15,371,994	23.3%
LOAD_CONST	14,840,373	22.5%
LOAD_FAST__LOAD_CONST	13,323,201	20.2%
LOAD_FAST	7,501,708	11.4%
LOAD_ATTR_INSTANCE_VALUE	3,625,650	5.5%

Successors	Count	Percentage
LOAD_FAST	19,703,382	29.8%
LOAD_FAST__LOAD_CONST	16,870,622	25.5%
JUMP_BACKWARD_QUICK	8,424,348	12.8%
LOAD_CONST	6,068,442	9.2%
LOAD_FAST__LOAD_FAST	5,418,491	8.2%

COMPARE_OP_STR_JUMP

Successors and predecessors for COMPARE_OP_STR_JUMP

Predecessors	Count	Percentage
LOAD_CONST	21,964,129	52.7%
LOAD_FAST__LOAD_CONST	8,742,840	21.0%
LOAD_FAST	4,735,101	11.4%
LOAD_ATTR_INSTANCE_VALUE	3,608,360	8.7%
BINARY_SUBSCR_ADAPTIVE	1,336,407	3.2%

Successors	Count	Percentage
LOAD_FAST__LOAD_CONST	14,407,393	34.6%
LOAD_FAST	11,083,232	26.6%
JUMP_BACKWARD_QUICK	8,961,599	21.5%
LOAD_CONST	2,164,777	5.2%
LOAD_GLOBAL_MODULE	1,844,875	4.4%

CONTAINS_OP

Successors and predecessors for CONTAINS_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	12,206,209	24.8%
LOAD_FAST	9,583,067	19.4%
LOAD_FAST__LOAD_CONST	8,358,091	17.0%
LOAD_FAST__LOAD_FAST	7,611,158	15.4%
LOAD_ATTR_INSTANCE_VALUE	2,407,650	4.9%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	35,425,144	71.9%
POP_JUMP_IF_TRUE	10,031,472	20.4%
EXTENDED_ARG_QUICK	2,619,296	5.3%
RETURN_VALUE	673,520	1.4%
STORE_FAST__LOAD_FAST	354,631	0.7%

COPY

Successors and predecessors for COPY

Predecessors	Count	Percentage
LOAD_FAST	2,565,701	37.4%
SWAP	2,058,405	30.0%
LOAD_CONST	931,481	13.6%
RERAISE	445,436	6.5%
BINARY_OP_ADD_INT	249,312	3.6%

Successors	Count	Percentage
COMPARE_OP_INT_JUMP	1,533,277	22.4%
LOAD_FAST	1,168,388	17.0%
STORE_FAST__STORE_FAST	950,626	13.9%
LOAD_ATTR_INSTANCE_VALUE	855,396	12.5%
POP_EXCEPT	560,740	8.2%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CALL	1,697,441	50.0%
CALL_ADAPTIVE	1,110,188	32.7%
CALL_BOUND_METHOD_EXACT_ARGS	313,761	9.2%
CALL_PY_EXACT_ARGS	263,163	7.8%
CALL_PY_WITH_DEFAULTS	10,639	0.3%

Successors	Count	Percentage
RESUME_QUICK	6,815,702	80.8%
RETURN_GENERATOR	961,935	11.4%
RESUME	490,508	5.8%
MAKE_CELL	163,295	1.9%

DELETE_ATTR

Successors and predecessors for DELETE_ATTR

Predecessors	Count	Percentage
LOAD_FAST	17,330	94.3%
LOAD_NAME	1,044	5.7%

Successors	Count	Percentage
LOAD_FAST	11,251	61.2%
NOP	5,614	30.6%
LOAD_NAME	783	4.3%
LOAD_GLOBAL	461	2.5%
LOAD_CONST	265	1.4%

DELETE_FAST

Successors and predecessors for DELETE_FAST

Predecessors	Count	Percentage
STORE_FAST	1,137,715	100.0%
POP_TOP	3	0.0%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	1,093,709	96.1%
EXTENDED_ARG_QUICK	26,566	2.3%
LOAD_CONST	13,800	1.2%
EXTENDED_ARG	1,556	0.1%
JUMP_BACKWARD	1,383	0.1%

DELETE_NAME

Successors and predecessors for DELETE_NAME

Predecessors	Count	Percentage
DELETE_NAME	39,626	41.4%
STORE_NAME	29,730	31.1%
FOR_ITER_ADAPTIVE	10,167	10.6%
POP_TOP	8,962	9.4%
FOR_ITER_LIST	4,527	4.7%

Successors	Count	Percentage
DELETE_NAME	39,626	41.4%
LOAD_CONST	27,023	28.2%
PUSH_NULL	9,363	9.8%
NOP	6,661	7.0%
LOAD_NAME	4,413	4.6%

DELETE_SUBSCR

Successors and predecessors for DELETE_SUBSCR

Predecessors	Count	Percentage
LOAD_FAST	814,792	86.8%
LOAD_FAST__LOAD_FAST	86,961	9.3%
BUILD_SLICE	22,972	2.4%
LOAD_FAST__LOAD_CONST	7,971	0.8%
LOAD_CONST	5,372	0.6%

Successors	Count	Percentage
LOAD_CONST	431,760	46.0%
LOAD_GLOBAL_MODULE	294,846	31.4%
JUMP_BACKWARD_QUICK	102,472	10.9%
LOAD_GLOBAL	48,156	5.1%
LOAD_GLOBAL_ADAPTIVE	21,348	2.3%

DICT_MERGE

Successors and predecessors for DICT_MERGE

Predecessors	Count	Percentage
LOAD_FAST	2,186,322	92.7%
CALL_ADAPTIVE	90,622	3.8%
LOAD_DEREF	74,349	3.2%
CALL	7,985	0.3%
LOAD_ATTR	77	0.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	2,359,434	100.0%

DICT_UPDATE

Successors and predecessors for DICT_UPDATE

Predecessors	Count	Percentage
MAP_ADD	620,783	83.6%
BUILD_CONST_KEY_MAP	116,377	15.7%
BUILD_MAP	4,463	0.6%
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	510	0.1%
RETURN_VALUE	252	0.0%

Successors	Count	Percentage
BUILD_MAP	519,021	69.9%
LOAD_CONST	112,383	15.1%
MAP_ADD	80,226	10.8%
STORE_NAME	24,360	3.3%
EXTENDED_ARG	2,850	0.4%

EXTENDED_ARG

Successors and predecessors for EXTENDED_ARG

Predecessors	Count	Percentage
MAP_ADD	3,690,477	47.8%
LOAD_CONST	3,520,614	45.6%
BUILD_MAP	224,354	2.9%
LOAD_NAME	34,459	0.4%
LOAD_FAST	28,353	0.4%

Successors	Count	Percentage
LOAD_CONST	7,477,177	96.9%
POP_JUMP_IF_FALSE	69,800	0.9%
JUMP_BACKWARD	49,209	0.6%
FOR_ITER	45,801	0.6%
LOAD_ATTR	34,103	0.4%

EXTENDED_ARG_QUICK

Successors and predecessors for EXTENDED_ARG_QUICK

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	14,558,248	31.6%
GET_ITER	7,542,017	16.4%
JUMP_FORWARD	4,946,400	10.7%
POP_JUMP_IF_TRUE	3,180,805	6.9%
CONTAINS_OP	2,619,296	5.7%

Successors	Count	Percentage
FOR_ITER_LIST	17,571,089	38.1%
JUMP_BACKWARD_QUICK	13,096,409	28.4%
POP_JUMP_IF_FALSE	6,581,184	14.3%
FOR_ITER_ADAPTIVE	4,532,153	9.8%
JUMP_FORWARD	2,519,684	5.5%

FORMAT_VALUE

Successors and predecessors for FORMAT_VALUE

Predecessors	Count	Percentage
LOAD_CONST__LOAD_FAST	883,291	39.7%
LOAD_FAST	295,744	13.3%
LOAD_ATTR_SLOT	225,546	10.1%
STORE_FAST__LOAD_FAST	225,247	10.1%
LOAD_ATTR_ADAPTIVE	178,826	8.0%

Successors	Count	Percentage
LOAD_CONST	1,015,306	45.7%
BUILD_STRING	598,743	26.9%
LOAD_CONST__LOAD_FAST	442,513	19.9%
LOAD_FAST	136,393	6.1%
LOAD_FAST_CHECK	20,097	0.9%

FOR_ITER

Successors and predecessors for FOR_ITER

Predecessors	Count	Percentage
JUMP_BACKWARD	1,115,660	41.4%
FOR_ITER_LIST	767,205	28.5%
GET_ITER	518,092	19.2%
LOAD_FAST	246,156	9.1%
EXTENDED_ARG	45,801	1.7%

Successors	Count	Percentage
STORE_FAST	1,254,439	46.6%
LOAD_FAST	609,530	22.6%
UNPACK_SEQUENCE	271,664	10.1%
LOAD_CONST	203,888	7.6%
STORE_NAME	98,666	3.7%

FOR_ITER_ADAPTIVE

Successors and predecessors for FOR_ITER_ADAPTIVE

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	33,531,825	54.3%
GET_ITER	19,580,333	31.7%
EXTENDED_ARG_QUICK	4,532,153	7.3%
LOAD_FAST	3,269,261	5.3%
FOR_ITER_ADAPTIVE	740,520	1.2%

Successors	Count	Percentage
STORE_FAST__LOAD_FAST	18,282,458	29.6%
UNPACK_SEQUENCE_TWO_TUPLE	12,195,324	19.7%
LOAD_CONST	8,075,234	13.1%
STORE_FAST	7,672,486	12.4%
LOAD_FAST	5,831,185	9.4%

FOR_ITER_LIST

Successors and predecessors for FOR_ITER_LIST

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	26,496,923	49.4%
EXTENDED_ARG_QUICK	17,571,089	32.7%
GET_ITER	8,369,177	15.6%
LOAD_FAST	1,124,005	2.1%
FOR_ITER_ADAPTIVE	126,030	0.2%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	21,178,237	39.4%
STORE_FAST__LOAD_FAST	11,646,243	21.7%
STORE_FAST	8,544,472	15.9%
LOAD_FAST	2,643,178	4.9%
LOAD_CONST__LOAD_FAST	2,219,190	4.1%

FOR_ITER_RANGE

Successors and predecessors for FOR_ITER_RANGE

Predecessors	Count	Percentage
JUMP_BACKWARD_QUICK	7,650,396	90.8%
GET_ITER	680,131	8.1%
LOAD_FAST	84,643	1.0%
FOR_ITER_ADAPTIVE	10,613	0.1%
EXTENDED_ARG_QUICK	8	0.0%

Successors	Count	Percentage
LOAD_CONST__LOAD_FAST	3,341,486	39.7%
LOAD_FAST__LOAD_FAST	2,873,473	34.1%
PUSH_NULL	861,991	10.2%
LOAD_FAST	704,473	8.4%
JUMP_FORWARD	215,708	2.6%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
RETURN_GENERATOR	10,451,860	25.2%
STORE_FAST__LOAD_FAST	7,819,709	18.9%
CALL_BUILTIN_CLASS	5,575,996	13.5%
LOAD_FAST	5,403,537	13.0%
LOAD_ATTR_INSTANCE_VALUE	5,196,951	12.5%

Successors	Count	Percentage
FOR_ITER_ADAPTIVE	19,580,333	47.3%
FOR_ITER_LIST	8,369,177	20.2%
EXTENDED_ARG_QUICK	7,542,017	18.2%
CALL_PY_EXACT_ARGS	2,944,295	7.1%
CALL_ADAPTIVE	1,342,793	3.2%

GET_YIELD_FROM_ITER

Successors and predecessors for GET_YIELD_FROM_ITER

Predecessors	Count	Percentage
RETURN_GENERATOR	3,113,091	99.8%
CALL_BUILTIN_FAST_WITH_KEYWORDS	2,026	0.1%
LOAD_FAST	1,456	0.0%
CALL	1,287	0.0%
RETURN_VALUE	842	0.0%

Successors	Count	Percentage
LOAD_CONST	3,120,109	100.0%

IMPORT_FROM

Successors and predecessors for IMPORT_FROM

Predecessors	Count	Percentage
IMPORT_NAME	760,783	51.7%
STORE_NAME	700,489	47.6%
STORE_FAST	7,486	0.5%
STORE_GLOBAL	1,004	0.1%
POP_TOP	440	0.0%

Successors	Count	Percentage
STORE_NAME	1,382,363	94.0%
STORE_FAST	78,681	5.4%
PUSH_EXC_INFO	7,714	0.5%
STORE_GLOBAL	1,004	0.1%
SWAP	440	0.0%

IMPORT_NAME

Successors and predecessors for IMPORT_NAME

Predecessors	Count	Percentage
LOAD_CONST	1,516,910	100.0%

Successors	Count	Percentage
IMPORT_FROM	760,783	50.2%
STORE_NAME	677,921	44.7%
IMPORT_STAR	37,047	2.4%
PUSH_EXC_INFO	18,120	1.2%
STORE_FAST	12,239	0.8%

IMPORT_STAR

Successors and predecessors for IMPORT_STAR

Predecessors	Count	Percentage
IMPORT_NAME	37,047	100.0%

Successors	Count	Percentage
LOAD_CONST	21,761	58.7%
BUILD_LIST	9,807	26.5%
NOP	3,311	8.9%
LOAD_NAME	1,791	4.8%
DELETE_NAME	361	1.0%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	20,417,417	67.8%
LOAD_ATTR_SLOT	2,256,156	7.5%
LOAD_ATTR	1,987,770	6.6%
LOAD_ATTR_ADAPTIVE	1,459,404	4.8%
LOAD_FAST__LOAD_CONST	853,157	2.8%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	24,577,409	81.6%
POP_JUMP_IF_TRUE	3,997,025	13.3%
JUMP_IF_FALSE_OR_POP	712,590	2.4%
STORE_FAST__LOAD_FAST	279,244	0.9%
RETURN_VALUE	224,311	0.7%

JUMP_BACKWARD

Successors and predecessors for JUMP_BACKWARD

Predecessors	Count	Percentage
POP_TOP	515,308	35.1%
POP_JUMP_IF_TRUE	219,157	14.9%
LIST_APPEND	201,722	13.7%
POP_EXCEPT	107,622	7.3%
POP_JUMP_IF_FALSE	87,412	6.0%

Successors	Count	Percentage
FOR_ITER	1,115,660	76.0%
FOR_ITER_ADAPTIVE	149,949	10.2%
LOAD_FAST	80,222	5.5%
LOAD_GLOBAL	48,024	3.3%
NOP	23,751	1.6%

JUMP_BACKWARD_NO_INTERRUPT

Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT

Predecessors	Count	Percentage
RESUME_QUICK	19,791,468	100.0%
RESUME	6,212	0.0%

Successors	Count	Percentage
SEND	19,797,680	100.0%

JUMP_BACKWARD_QUICK

Successors and predecessors for JUMP_BACKWARD_QUICK

Predecessors	Count	Percentage
POP_TOP	14,298,970	14.6%
EXTENDED_ARG_QUICK	13,096,409	13.4%
LIST_APPEND	10,391,657	10.6%
COMPARE_OP_STR_JUMP	8,961,599	9.1%
POP_JUMP_IF_TRUE	8,564,876	8.7%

Successors	Count	Percentage
FOR_ITER_ADAPTIVE	33,531,825	34.2%
FOR_ITER_LIST	26,496,923	27.0%
EXTENDED_ARG_QUICK	14,558,248	14.9%
LOAD_FAST	7,853,070	8.0%
FOR_ITER_RANGE	7,650,396	7.8%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	6,709,321	36.7%
POP_TOP	4,476,255	24.5%
EXTENDED_ARG_QUICK	2,519,684	13.8%
STORE_FAST__STORE_FAST	560,572	3.1%
LOAD_FAST	516,767	2.8%

Successors	Count	Percentage
LOAD_FAST	5,934,361	32.5%
EXTENDED_ARG_QUICK	4,946,400	27.1%
LOAD_FAST__LOAD_FAST	2,247,123	12.3%
LOAD_GLOBAL_BUILTIN	1,707,261	9.3%
LOAD_FAST__LOAD_CONST	995,595	5.4%

JUMP_IF_FALSE_OR_POP

Successors and predecessors for JUMP_IF_FALSE_OR_POP

Predecessors	Count	Percentage
CALL_ADAPTIVE	1,919,349	30.3%
COMPARE_OP_ADAPTIVE	1,150,725	18.2%
IS_OP	712,590	11.3%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	562,438	8.9%
UNARY_NOT	406,384	6.4%

Successors	Count	Percentage
LOAD_FAST	2,228,759	35.2%
RETURN_VALUE	1,414,617	22.3%
LOAD_FAST__LOAD_CONST	1,242,978	19.6%
SWAP	320,120	5.1%
CALL_PY_EXACT_ARGS	316,508	5.0%

JUMP_IF_TRUE_OR_POP

Successors and predecessors for JUMP_IF_TRUE_OR_POP

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	1,479,755	40.3%
LOAD_FAST	518,460	14.1%
CALL_NO_KW_BUILTIN_FAST	339,351	9.2%
LOAD_ATTR_SLOT	327,260	8.9%
RETURN_VALUE	174,241	4.7%

Successors	Count	Percentage
CALL_NO_KW_LEN	1,056,327	28.8%
LOAD_FAST	805,681	21.9%
LOAD_GLOBAL_BUILTIN	361,477	9.8%
CALL_PY_EXACT_ARGS	342,189	9.3%
UNARY_NOT	241,855	6.6%

KW_NAMES

Successors and predecessors for KW_NAMES

Predecessors	Count	Percentage
LOAD_FAST	3,362,795	38.6%
LOAD_CONST	1,952,326	22.4%
LOAD_ATTR	780,485	9.0%
LOAD_FAST__LOAD_FAST	601,237	6.9%
LOAD_ATTR_ADAPTIVE	494,117	5.7%

Successors	Count	Percentage
CALL_ADAPTIVE	7,953,076	91.4%
CALL	714,618	8.2%
CALL_BUILTIN_FAST_WITH_KEYWORDS	25,407	0.3%
CALL_BUILTIN_CLASS	9,206	0.1%

LIST_APPEND

Successors and predecessors for LIST_APPEND

Predecessors	Count	Percentage
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	4,299,076	39.4%
LOAD_FAST	1,926,393	17.6%
BUILD_TUPLE	1,048,481	9.6%
CALL_NO_KW_BUILTIN_O	935,587	8.6%
CALL_ADAPTIVE	896,358	8.2%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	10,391,657	95.1%
LOAD_NAME	234,900	2.2%
JUMP_BACKWARD	201,722	1.8%
PUSH_NULL	50,787	0.5%
LOAD_CONST	37,325	0.3%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_FAST	806,761	79.0%
LOAD_CONST	160,000	15.7%
LOAD_DEREF	39,728	3.9%
LOAD_NAME	7,467	0.7%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	3,671	0.4%

Successors	Count	Percentage
LIST_TO_TUPLE	857,015	83.9%
STORE_NAME	103,988	10.2%
STORE_DEREF	20,428	2.0%
CALL	18,975	1.9%
LOAD_CONST	5,028	0.5%

LIST_TO_TUPLE

Successors and predecessors for LIST_TO_TUPLE

Predecessors	Count	Percentage
LIST_EXTEND	857,015	99.2%
LIST_APPEND	6,580	0.8%

Successors	Count	Percentage
CALL_FUNCTION_EX	615,333	71.3%
BUILD_MAP	241,301	27.9%
STORE_NAME	3,838	0.4%
CALL_PY_EXACT_ARGS	1,676	0.2%
CALL	822	0.1%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	13,499,711	27.0%
LOAD_ATTR_METHOD_WITH_VALUES	8,049,582	16.1%
LOAD_FAST	7,450,119	14.9%
LOAD_ATTR_WITH_HINT	7,337,525	14.7%
LOAD_ATTR_SLOT	4,081,434	8.2%

Successors	Count	Percentage
LOAD_FAST	14,695,264	29.4%
POP_JUMP_IF_FALSE	3,940,428	7.9%
POP_JUMP_IF_NONE	3,691,924	7.4%
LOAD_CONST	3,055,392	6.1%
LOAD_FAST__LOAD_FAST	2,403,796	4.8%

LOAD_ATTR_ADAPTIVE

Successors and predecessors for LOAD_ATTR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	25,201,171	42.0%
STORE_FAST__LOAD_FAST	9,786,529	16.3%
LOAD_ATTR_INSTANCE_VALUE	3,947,575	6.6%
LOAD_GLOBAL_BUILTIN	3,679,635	6.1%
CALL_BUILTIN_CLASS	3,168,180	5.3%

Successors	Count	Percentage
LOAD_FAST	17,665,598	29.5%
LOAD_FAST__LOAD_FAST	5,715,793	9.5%
STORE_FAST__LOAD_FAST	3,964,661	6.6%
STORE_FAST	3,484,751	5.8%
POP_JUMP_IF_FALSE	2,663,577	4.4%

LOAD_ATTR_CLASS

Successors and predecessors for LOAD_ATTR_CLASS

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	1,716,384	77.0%
LOAD_GLOBAL_BUILTIN	256,688	11.5%
LOAD_FAST	147,014	6.6%
LOAD_FAST__LOAD_FAST	31,559	1.4%
LOAD_ATTR_ADAPTIVE	29,108	1.3%

Successors	Count	Percentage
LOAD_FAST__LOAD_FAST	1,406,751	63.1%
CALL_NO_KW_ISINSTANCE	296,987	13.3%
LOAD_FAST	281,827	12.6%
CALL_NO_KW_BUILTIN_FAST	43,176	1.9%
LOAD_ATTR	42,975	1.9%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	186,476,485	80.7%
LOAD_ATTR_INSTANCE_VALUE	15,696,217	6.8%
STORE_FAST__LOAD_FAST	13,674,772	5.9%
LOAD_FAST__LOAD_FAST	10,918,602	4.7%
LOAD_DEREF	1,440,699	0.6%

Successors	Count	Percentage
LOAD_FAST	50,977,035	22.1%
LOAD_CONST	23,369,596	10.1%
LOAD_ATTR_INSTANCE_VALUE	15,696,217	6.8%
STORE_FAST__LOAD_FAST	15,357,935	6.6%
LOAD_ATTR_METHOD_NO_DICT	14,873,867	6.4%

LOAD_ATTR_METHOD_LAZY_DICT

Successors and predecessors for LOAD_ATTR_METHOD_LAZY_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	354,163	42.4%
STORE_FAST__LOAD_FAST	232,034	27.8%
LOAD_FAST	205,342	24.6%
LOAD_ATTR_ADAPTIVE	40,293	4.8%
RETURN_VALUE	4,230	0.5%

Successors	Count	Percentage
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	277,876	33.2%
LOAD_FAST	276,804	33.1%
LOAD_CONST	154,892	18.5%
LOAD_GLOBAL_MODULE	45,995	5.5%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	40,711	4.9%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_FAST	36,691,172	47.4%
LOAD_ATTR_INSTANCE_VALUE	14,873,867	19.2%
STORE_FAST__LOAD_FAST	7,114,279	9.2%
LOAD_GLOBAL_MODULE	5,181,571	6.7%
BINARY_SUBSCR	2,258,120	2.9%

Successors	Count	Percentage
LOAD_FAST	25,120,897	32.4%
LOAD_CONST	19,627,221	25.3%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	13,003,693	16.8%
LOAD_GLOBAL_MODULE	5,445,435	7.0%
LOAD_FAST__LOAD_CONST	4,075,442	5.3%

LOAD_ATTR_METHOD_WITH_DICT

Successors and predecessors for LOAD_ATTR_METHOD_WITH_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	85,251	38.6%
LOAD_FAST	82,722	37.5%
STORE_FAST__LOAD_FAST	34,495	15.6%
LOAD_ATTR_ADAPTIVE	8,926	4.0%
LOAD_FAST__LOAD_FAST	7,351	3.3%

Successors	Count	Percentage
LOAD_ATTR	53,250	24.1%
LOAD_CONST	52,436	23.8%
CALL_PY_EXACT_ARGS	35,487	16.1%
CALL_NO_KW_METHOD_DESCRIPTOR_NOARGS	18,161	8.2%
LOAD_FAST	14,045	6.4%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	33,350,151	66.3%
STORE_FAST__LOAD_FAST	13,076,294	26.0%
LOAD_ATTR_INSTANCE_VALUE	2,078,446	4.1%
LOAD_ATTR_ADAPTIVE	511,758	1.0%
LOAD_DEREF	423,114	0.8%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	20,687,675	41.1%
LOAD_FAST__LOAD_FAST	11,115,374	22.1%
LOAD_ATTR	8,049,582	16.0%
LOAD_FAST	6,620,266	13.2%
LOAD_FAST__LOAD_CONST	2,840,583	5.6%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	32,733,788	92.0%
LOAD_ATTR_MODULE	829,656	2.3%
LOAD_GLOBAL	692,514	1.9%
LOAD_ATTR_ADAPTIVE	516,423	1.5%
LOAD_FAST	311,001	0.9%

Successors	Count	Percentage
LOAD_FAST	7,698,680	21.6%
CALL_ADAPTIVE	5,169,664	14.5%
LOAD_ATTR_ADAPTIVE	2,964,439	8.3%
COMPARE_OP_INT_JUMP	2,540,965	7.1%
LOAD_FAST__LOAD_FAST	2,118,147	6.0%

LOAD_ATTR_PROPERTY

Successors and predecessors for LOAD_ATTR_PROPERTY

Predecessors	Count	Percentage
LOAD_FAST	3,500,219	80.9%
STORE_FAST__LOAD_FAST	477,277	11.0%
LOAD_ATTR_INSTANCE_VALUE	174,541	4.0%
LOAD_CONST__LOAD_FAST	93,771	2.2%
LOAD_ATTR_ADAPTIVE	53,297	1.2%

Successors	Count	Percentage
RESUME_QUICK	3,996,899	92.4%
LOAD_ATTR	259,750	6.0%
RESUME	67,575	1.6%
RETURN_GENERATOR	290	0.0%

LOAD_ATTR_SLOT

Successors and predecessors for LOAD_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST	31,353,482	93.8%
STORE_FAST__LOAD_FAST	803,937	2.4%
LOAD_FAST__LOAD_FAST	463,419	1.4%
COPY	419,662	1.3%
LOAD_CONST__LOAD_FAST	214,006	0.6%

Successors	Count	Percentage
RETURN_VALUE	15,768,871	47.2%
LOAD_FAST	5,515,156	16.5%
LOAD_ATTR	4,081,434	12.2%
IS_OP	2,256,156	6.8%
LOAD_ATTR_METHOD_NO_DICT	639,406	1.9%

LOAD_ATTR_WITH_HINT

Successors and predecessors for LOAD_ATTR_WITH_HINT

Predecessors	Count	Percentage
LOAD_FAST	7,284,351	46.4%
LOAD_ATTR_INSTANCE_VALUE	3,838,721	24.5%
LOAD_GLOBAL_MODULE	2,265,396	14.4%
STORE_FAST__LOAD_FAST	845,927	5.4%
LOAD_FAST__LOAD_FAST	510,843	3.3%

Successors	Count	Percentage
LOAD_ATTR	7,337,525	46.8%
COMPARE_OP_INT_JUMP	3,287,424	21.0%
LOAD_FAST	788,701	5.0%
POP_JUMP_IF_FALSE	651,972	4.2%
LOAD_ATTR_ADAPTIVE	517,638	3.3%

LOAD_BUILD_CLASS

Successors and predecessors for LOAD_BUILD_CLASS

Predecessors	Count	Percentage
PUSH_NULL	980,536	100.0%

Successors	Count	Percentage
LOAD_CONST	978,279	99.8%
EXTENDED_ARG_QUICK	1,539	0.2%
EXTENDED_ARG	522	0.1%
LOAD_CLOSURE	196	0.0%

LOAD_CLASSDEREF

Successors and predecessors for LOAD_CLASSDEREF

Predecessors	Count	Percentage
STORE_NAME	224	100.0%

Successors	Count	Percentage
STORE_NAME	208	92.9%
LOAD_ATTR	16	7.1%

LOAD_CLOSURE

Successors and predecessors for LOAD_CLOSURE

Predecessors	Count	Percentage
LOAD_CLOSURE	616,389	21.2%
LOAD_GLOBAL_BUILTIN	552,703	19.0%
STORE_DEREF	260,552	9.0%
STORE_NAME	238,508	8.2%
STORE_FAST	175,755	6.0%

Successors	Count	Percentage
BUILD_TUPLE	2,158,349	74.1%
LOAD_CLOSURE	616,389	21.2%
COPY	136,116	4.7%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
LOAD_CONST	24,587,608	8.4%
STORE_FAST__LOAD_FAST	24,148,299	8.2%
LOAD_ATTR_INSTANCE_VALUE	23,369,596	7.9%
LOAD_ATTR_METHOD_NO_DICT	19,627,221	6.7%
POP_TOP	15,229,600	5.2%

Successors	Count	Percentage
RETURN_VALUE	69,178,351	23.5%
LOAD_CONST	24,587,608	8.4%
COMPARE_OP_STR_JUMP	21,964,129	7.5%
COMPARE_OP_INT_JUMP	14,840,373	5.0%
MAKE_FUNCTION	13,998,458	4.8%

LOAD_CONST__LOAD_FAST

Successors and predecessors for LOAD_CONST__LOAD_FAST

Predecessors	Count	Percentage
POP_JUMP_IF_FALSE	4,425,165	12.8%
STORE_ATTR_INSTANCE_VALUE	3,899,175	11.3%
FOR_ITER_RANGE	3,341,486	9.7%
STORE_FAST__LOAD_FAST	2,732,262	7.9%
STORE_FAST	2,453,182	7.1%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	8,564,127	24.8%
BUILD_TUPLE	4,651,069	13.5%
LOAD_FAST	4,473,908	13.0%
BUILD_LIST	2,583,364	7.5%
STORE_ATTR_SLOT	2,129,886	6.2%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
PUSH_NULL	4,781,350	24.5%
LOAD_FAST	2,148,573	11.0%
COMPARE_OP_INT_JUMP	1,860,122	9.5%
STORE_FAST__LOAD_FAST	1,619,512	8.3%
SWAP	1,394,064	7.1%

Successors	Count	Percentage
LOAD_FAST	5,046,397	25.9%
LOAD_ATTR_ADAPTIVE	3,068,050	15.7%
STORE_ATTR_ADAPTIVE	1,588,480	8.1%
LOAD_ATTR_INSTANCE_VALUE	1,440,699	7.4%
LOAD_DEREF	962,805	4.9%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
RESUME_QUICK	110,989,921	14.2%
POP_JUMP_IF_FALSE	84,923,506	10.9%
LOAD_GLOBAL_BUILTIN	55,947,047	7.2%
LOAD_ATTR_INSTANCE_VALUE	50,977,035	6.5%
STORE_FAST__STORE_FAST	37,850,526	4.9%

Successors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	186,476,485	23.9%
LOAD_GLOBAL_MODULE	49,437,335	6.3%
LOAD_ATTR_METHOD_NO_DICT	36,691,172	4.7%
CALL_PY_EXACT_ARGS	33,515,176	4.3%
RETURN_VALUE	33,384,235	4.3%

LOAD_FAST_CHECK

Successors and predecessors for LOAD_FAST_CHECK

Predecessors	Count	Percentage
POP_TOP	1,190,391	46.6%
POP_JUMP_IF_FALSE	899,888	35.2%
LOAD_FAST	155,676	6.1%
LOAD_ATTR_METHOD_NO_DICT	152,556	6.0%
LOAD_ATTR_MODULE	54,194	2.1%

Successors	Count	Percentage
POP_JUMP_IF_NOT_NONE	1,186,995	46.5%
LOAD_GLOBAL_MODULE	900,655	35.3%
LOAD_FAST	226,022	8.8%
CALL_NO_KW_LIST_APPEND	145,979	5.7%
FORMAT_VALUE	20,097	0.8%

LOAD_FAST__LOAD_CONST

Successors and predecessors for LOAD_FAST__LOAD_CONST

Predecessors	Count	Percentage
COMPARE_OP_INT_JUMP	16,870,622	16.7%
COMPARE_OP_STR_JUMP	14,407,393	14.2%
POP_JUMP_IF_FALSE	10,298,445	10.2%
POP_JUMP_IF_TRUE	8,542,491	8.4%
POP_JUMP_IF_NOT_NONE	5,840,880	5.8%

Successors	Count	Percentage
BINARY_OP_ADD_INT	15,130,572	15.0%
COMPARE_OP_INT_JUMP	13,323,201	13.2%
LOAD_CONST	13,070,753	12.9%
COMPARE_OP_STR_JUMP	8,742,840	8.6%
CONTAINS_OP	8,358,091	8.3%

LOAD_FAST__LOAD_FAST

Successors and predecessors for LOAD_FAST__LOAD_FAST

Predecessors	Count	Percentage
STORE_FAST__STORE_FAST	27,361,862	15.2%
LOAD_GLOBAL_MODULE	18,315,329	10.2%
STORE_ATTR_INSTANCE_VALUE	13,760,437	7.6%
PUSH_NULL	12,791,851	7.1%
LOAD_ATTR_METHOD_WITH_VALUES	11,115,374	6.2%

Successors	Count	Percentage
LOAD_FAST	20,811,385	11.5%
STORE_ATTR_INSTANCE_VALUE	20,206,637	11.2%
COMPARE_OP_INT_JUMP	15,371,994	8.5%
CALL_PY_EXACT_ARGS	13,739,936	7.6%
BUILD_TUPLE	13,139,096	7.3%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	5,823,812	25.1%
LOAD_GLOBAL_MODULE	3,730,528	16.1%
RESUME	2,526,396	10.9%
LOAD_FAST	2,100,224	9.1%
STORE_FAST	1,960,883	8.5%

Successors	Count	Percentage
LOAD_FAST	8,561,071	36.9%
LOAD_ATTR	3,652,071	15.7%
CALL	1,565,515	6.7%
CALL_NO_KW_ISINSTANCE	908,112	3.9%
LOAD_FAST__LOAD_FAST	861,960	3.7%

LOAD_GLOBAL_ADAPTIVE

Successors and predecessors for LOAD_GLOBAL_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	816,495	15.4%
POP_JUMP_IF_FALSE	678,169	12.8%
STORE_FAST	664,748	12.5%
RESUME_QUICK	597,165	11.2%
POP_JUMP_IF_TRUE	356,668	6.7%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	1,267,205	23.8%
LOAD_FAST	1,176,092	22.1%
LOAD_GLOBAL_BUILTIN	792,058	14.9%
CALL_NO_KW_ISINSTANCE	360,496	6.8%
LOAD_ATTR_MODULE	291,697	5.5%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
RESUME_QUICK	21,901,779	20.5%
STORE_FAST	20,440,759	19.2%
LOAD_FAST	12,780,366	12.0%
POP_JUMP_IF_FALSE	11,018,383	10.3%
POP_JUMP_IF_TRUE	10,264,350	9.6%

Successors	Count	Percentage
LOAD_FAST	55,947,047	52.4%
CALL_NO_KW_ISINSTANCE	10,154,165	9.5%
LOAD_GLOBAL	5,823,812	5.5%
LOAD_GLOBAL_MODULE	4,755,040	4.5%
LOAD_FAST__LOAD_CONST	4,703,611	4.4%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
LOAD_FAST	49,437,335	29.5%
RESUME_QUICK	19,941,946	11.9%
STORE_FAST	18,434,557	11.0%
POP_JUMP_IF_FALSE	12,695,942	7.6%
STORE_FAST__LOAD_FAST	9,054,095	5.4%

Successors	Count	Percentage
LOAD_ATTR_MODULE	32,733,788	19.5%
IS_OP	20,417,417	12.2%
LOAD_FAST	18,523,841	11.0%
LOAD_FAST__LOAD_FAST	18,315,329	10.9%
CONTAINS_OP	12,206,209	7.3%

LOAD_NAME

Successors and predecessors for LOAD_NAME

Predecessors	Count	Percentage
LOAD_NAME	3,338,571	23.0%
STORE_NAME	2,885,881	19.9%
LOAD_CONST	2,485,269	17.1%
PUSH_NULL	1,672,990	11.5%
RESUME	987,113	6.8%

Successors	Count	Percentage
LOAD_NAME	3,338,571	23.0%
LOAD_CONST	3,074,388	21.2%
LOAD_ATTR	1,519,646	10.5%
STORE_NAME	1,268,470	8.7%
CALL	1,153,569	7.9%

MAKE_CELL

Successors and predecessors for MAKE_CELL

Predecessors	Count	Percentage
MAKE_CELL	1,149,915	43.0%
CALL_PY_EXACT_ARGS	869,293	32.5%
CALL	317,309	11.9%
COPY_FREE_VARS	163,295	6.1%
CALL_PY_WITH_DEFAULTS	101,931	3.8%

Successors	Count	Percentage
RESUME_QUICK	1,864,030	53.0%
MAKE_CELL	1,149,915	32.7%
RESUME	496,175	14.1%
RETURN_GENERATOR	6,356	0.2%

MAKE_FUNCTION

Successors and predecessors for MAKE_FUNCTION

Predecessors	Count	Percentage
LOAD_CONST	13,998,458	99.6%
LOAD_FAST__LOAD_CONST	53,735	0.4%

Successors	Count	Percentage
STORE_NAME	6,014,076	42.8%
LOAD_FAST	3,994,118	28.4%
LOAD_CONST	983,313	7.0%
CALL	905,378	6.4%
STORE_FAST	661,603	4.7%

MAP_ADD

Successors and predecessors for MAP_ADD

Predecessors	Count	Percentage
LOAD_CONST	12,503,949	88.1%
LOAD_FAST	1,150,918	8.1%
LOAD_FAST__LOAD_FAST	85,157	0.6%
DICT_UPDATE	80,226	0.6%
BINARY_SUBSCR_TUPLE_INT	70,892	0.5%

Successors	Count	Percentage
LOAD_CONST	7,557,048	53.3%
EXTENDED_ARG	3,690,477	26.0%
JUMP_BACKWARD_QUICK	1,450,002	10.2%
EXTENDED_ARG_QUICK	660,632	4.7%
DICT_UPDATE	620,783	4.4%

NOP

Successors and predecessors for NOP

Predecessors	Count	Percentage
STORE_FAST	16,179,846	42.8%
JUMP_BACKWARD_QUICK	2,840,505	7.5%
NOP	2,349,969	6.2%
POP_TOP	2,324,330	6.2%
RESUME_QUICK	2,248,257	6.0%

Successors	Count	Percentage
LOAD_FAST	23,702,920	62.8%
LOAD_GLOBAL_MODULE	5,109,573	13.5%
NOP	2,349,969	6.2%
PUSH_NULL	2,069,997	5.5%
LOAD_GLOBAL_BUILTIN	1,434,294	3.8%

POP_EXCEPT

Successors and predecessors for POP_EXCEPT

Predecessors	Count	Percentage
COMPARE_OP_INT_JUMP	920,034	29.0%
STORE_FAST	674,414	21.2%
COPY	560,740	17.7%
POP_TOP	505,355	15.9%
SWAP	228,521	7.2%

Successors	Count	Percentage
LOAD_CONST	1,548,795	48.8%
RERAISE	560,740	17.7%
JUMP_BACKWARD_QUICK	415,061	13.1%
RETURN_VALUE	228,438	7.2%
JUMP_BACKWARD	107,622	3.4%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE

Predecessors	Count	Percentage
CONTAINS_OP	35,425,144	21.1%
IS_OP	24,577,409	14.6%
LOAD_FAST	22,495,376	13.4%
CALL_NO_KW_ISINSTANCE	14,947,992	8.9%
STORE_FAST__LOAD_FAST	13,594,941	8.1%

Successors	Count	Percentage
LOAD_FAST	84,923,506	50.6%
LOAD_GLOBAL_MODULE	12,695,942	7.6%
LOAD_GLOBAL_BUILTIN	11,018,383	6.6%
LOAD_FAST__LOAD_CONST	10,298,445	6.1%
LOAD_CONST	9,941,769	5.9%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_FAST	9,529,290	30.7%
STORE_FAST__LOAD_FAST	8,892,178	28.7%
LOAD_ATTR_INSTANCE_VALUE	5,633,869	18.2%
LOAD_ATTR	3,691,924	11.9%
LOAD_ATTR_ADAPTIVE	2,053,530	6.6%

Successors	Count	Percentage
LOAD_FAST	15,064,685	48.5%
LOAD_FAST__LOAD_CONST	4,192,375	13.5%
LOAD_CONST	4,141,776	13.3%
BUILD_MAP	1,960,114	6.3%
LOAD_FAST__LOAD_FAST	1,885,373	6.1%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE

Predecessors	Count	Percentage
STORE_FAST__LOAD_FAST	10,688,948	38.4%
LOAD_FAST	7,968,309	28.6%
LOAD_ATTR_INSTANCE_VALUE	4,073,517	14.6%
CALL_NO_KW_BUILTIN_FAST	1,824,226	6.6%
LOAD_FAST_CHECK	1,186,995	4.3%

Successors	Count	Percentage
LOAD_FAST	8,936,228	32.1%
LOAD_FAST__LOAD_CONST	5,840,880	21.0%
LOAD_FAST__LOAD_FAST	3,361,360	12.1%
LOAD_GLOBAL_MODULE	2,848,879	10.2%
LOAD_GLOBAL_BUILTIN	1,559,939	5.6%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
LOAD_FAST	16,810,677	23.7%
CONTAINS_OP	10,031,472	14.1%
LOAD_ATTR_INSTANCE_VALUE	8,484,836	12.0%
CALL_NO_KW_ISINSTANCE	7,864,112	11.1%
STORE_FAST__LOAD_FAST	6,824,398	9.6%

Successors	Count	Percentage
LOAD_FAST	23,152,839	32.6%
LOAD_GLOBAL_BUILTIN	10,264,350	14.5%
JUMP_BACKWARD_QUICK	8,564,876	12.1%
LOAD_FAST__LOAD_CONST	8,542,491	12.0%
LOAD_GLOBAL_MODULE	5,182,293	7.3%

POP_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
RETURN_VALUE	29,521,229	35.5%
RESUME_QUICK	12,882,625	15.5%
CALL_ADAPTIVE	11,750,795	14.1%
CALL_NO_KW_BUILTIN_O	7,542,847	9.1%
SEND	3,094,062	3.7%

Successors	Count	Percentage
LOAD_FAST	24,238,774	24.6%
RESUME_QUICK	15,458,015	15.7%
LOAD_CONST	15,229,600	15.4%
JUMP_BACKWARD_QUICK	14,298,970	14.5%
JUMP_FORWARD	4,476,255	4.5%

PUSH_EXC_INFO

Successors and predecessors for PUSH_EXC_INFO

Predecessors	Count	Percentage
RAISE_VARARGS	1,199,838	38.8%
BINARY_SUBSCR_DICT	538,839	17.4%
RERAISE	437,672	14.2%
CALL_BUILTIN_FAST_WITH_KEYWORDS	215,120	7.0%
BINARY_SUBSCR_ADAPTIVE	176,179	5.7%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	1,483,068	46.7%
LOAD_GLOBAL_MODULE	1,246,769	39.3%
LOAD_GLOBAL	251,576	7.9%
LOAD_GLOBAL_ADAPTIVE	110,894	3.5%
WITH_EXCEPT_START	46,638	1.5%

PUSH_NULL

Successors and predecessors for PUSH_NULL

Predecessors	Count	Percentage
POP_JUMP_IF_FALSE	9,738,077	25.8%
STORE_FAST	5,230,288	13.8%
POP_TOP	4,246,990	11.2%
JUMP_BACKWARD_QUICK	2,719,807	7.2%
RESUME_QUICK	2,080,614	5.5%

Successors	Count	Percentage
LOAD_FAST	13,142,670	34.8%
LOAD_FAST__LOAD_FAST	12,791,851	33.8%
LOAD_DEREF	4,781,350	12.7%
LOAD_FAST__LOAD_CONST	3,677,481	9.7%
LOAD_NAME	1,672,990	4.4%

RAISE_VARARGS

Successors and predecessors for RAISE_VARARGS

Predecessors	Count	Percentage
CALL_ADAPTIVE	1,321,632	85.1%
LOAD_FAST	93,150	6.0%
CALL	56,682	3.6%
LOAD_CONST	41,601	2.7%
LOAD_GLOBAL_BUILTIN	21,202	1.4%

Successors	Count	Percentage
PUSH_EXC_INFO	1,199,838	91.2%
COPY	115,300	8.8%
LOAD_CONST	114	0.0%

RERAISE

Successors and predecessors for RERAISE

Predecessors	Count	Percentage
POP_EXCEPT	560,740	55.8%
POP_JUMP_IF_FALSE	339,597	33.8%
STORE_ATTR_ADAPTIVE	84,088	8.4%
POP_JUMP_IF_TRUE	20,436	2.0%
POP_TOP	264	0.0%

Successors	Count	Percentage
COPY	445,436	50.4%
PUSH_EXC_INFO	437,672	49.6%

RESUME

Successors and predecessors for RESUME

Predecessors	Count	Percentage
CALL	3,514,691	65.2%
CALL_PY_EXACT_ARGS	504,457	9.4%
MAKE_CELL	496,175	9.2%
COPY_FREE_VARS	490,508	9.1%
POP_TOP	175,760	3.3%

Successors	Count	Percentage
LOAD_FAST	2,815,911	33.1%
LOAD_GLOBAL	2,526,396	29.7%
LOAD_NAME	987,113	11.6%
LOAD_CONST	869,422	10.2%
LOAD_GLOBAL_ADAPTIVE	242,986	2.9%

RESUME_QUICK

Successors and predecessors for RESUME_QUICK

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	62,201,809	47.5%
POP_TOP	15,458,015	11.8%
CALL_BOUND_METHOD_EXACT_ARGS	12,990,137	9.9%
CALL_ADAPTIVE	12,325,349	9.4%
CALL	8,715,642	6.7%

Successors	Count	Percentage
LOAD_FAST	110,989,921	50.5%
LOAD_GLOBAL_BUILTIN	21,901,779	10.0%
LOAD_GLOBAL_MODULE	19,941,946	9.1%
JUMP_BACKWARD_NO_INTERRUPT	19,791,468	9.0%
POP_TOP	12,882,625	5.9%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	11,013,298	70.4%
CALL	2,472,161	15.8%
CALL_ADAPTIVE	1,177,155	7.5%
COPY_FREE_VARS	961,935	6.2%
MAKE_CELL	6,356	0.0%

Successors	Count	Percentage
GET_ITER	10,451,860	66.9%
GET_YIELD_FROM_ITER	3,113,091	19.9%
CALL_NO_KW_TUPLE_1	520,277	3.3%
CALL_ADAPTIVE	437,621	2.8%
CALL_NO_KW_BUILTIN_O	407,068	2.6%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
LOAD_CONST	69,178,351	36.3%
LOAD_FAST	33,384,235	17.5%
LOAD_ATTR_SLOT	15,768,871	8.3%
RETURN_VALUE	10,513,504	5.5%
CALL_ADAPTIVE	8,685,964	4.6%

Successors	Count	Percentage
POP_TOP	29,521,229	26.4%
STORE_FAST__LOAD_FAST	18,794,954	16.8%
STORE_FAST	12,644,707	11.3%
RETURN_VALUE	10,513,504	9.4%
POP_JUMP_IF_FALSE	8,887,727	8.0%

SEND

Successors and predecessors for SEND

Predecessors	Count	Percentage
JUMP_BACKWARD_NO_INTERRUPT	19,797,680	86.4%
LOAD_CONST	3,120,109	13.6%

Successors	Count	Percentage
YIELD_VALUE	19,823,727	86.5%
POP_TOP	3,094,062	13.5%

SETUP_ANNOTATIONS

Successors and predecessors for SETUP_ANNOTATIONS

Predecessors	Count	Percentage
STORE_NAME	26,739	77.2%
RESUME	7,912	22.8%

Successors	Count	Percentage
LOAD_CONST	28,120	81.2%
LOAD_NAME	5,557	16.0%
BUILD_MAP	713	2.1%
BUILD_LIST	261	0.8%

SET_ADD

Successors and predecessors for SET_ADD

Predecessors	Count	Percentage
LOAD_ATTR_WITH_HINT	39,614	28.1%
BINARY_SUBSCR_LIST_INT	38,954	27.6%
CALL_ADAPTIVE	31,748	22.5%
BUILD_STRING	15,985	11.3%
BINARY_OP	5,096	3.6%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	125,003	88.7%
JUMP_BACKWARD	16,001	11.3%

SET_UPDATE

Successors and predecessors for SET_UPDATE

Predecessors	Count	Percentage
LOAD_CONST	4,268	100.0%

Successors	Count	Percentage
STORE_NAME	2,842	66.6%
CALL	896	21.0%
LOAD_CONST	364	8.5%
BINARY_OP	84	2.0%
COMPARE_OP	66	1.5%

STORE_ATTR

Successors and predecessors for STORE_ATTR

Predecessors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	3,657,489	42.6%
LOAD_FAST	3,567,052	41.6%
STORE_ATTR_WITH_HINT	1,102,112	12.8%
SWAP	106,157	1.2%
LOAD_DEREF	42,943	0.5%

Successors	Count	Percentage
LOAD_FAST	3,355,661	39.1%
LOAD_CONST	1,557,322	18.1%
LOAD_CONST__LOAD_FAST	1,510,171	17.6%
JUMP_BACKWARD_QUICK	580,824	6.8%
LOAD_FAST__LOAD_FAST	307,992	3.6%

STORE_ATTR_ADAPTIVE

Successors and predecessors for STORE_ATTR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	6,092,293	34.4%
LOAD_FAST__LOAD_FAST	5,818,439	32.9%
LOAD_CONST__LOAD_FAST	1,859,215	10.5%
LOAD_GLOBAL_MODULE	1,796,890	10.2%
LOAD_DEREF	1,588,480	9.0%

Successors	Count	Percentage
LOAD_FAST	6,217,564	35.1%
LOAD_FAST__LOAD_FAST	3,135,945	17.7%
LOAD_CONST	2,532,978	14.3%
STORE_FAST__LOAD_FAST	1,390,927	7.9%
NOP	1,256,404	7.1%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	20,482,895	40.3%
LOAD_FAST__LOAD_FAST	20,206,637	39.7%
LOAD_CONST__LOAD_FAST	8,564,127	16.8%
SWAP	855,396	1.7%
STORE_ATTR_ADAPTIVE	419,231	0.8%

Successors	Count	Percentage
LOAD_CONST	14,212,896	27.9%
LOAD_FAST__LOAD_FAST	13,760,437	27.1%
LOAD_FAST	9,338,110	18.4%
LOAD_CONST__LOAD_FAST	3,899,175	7.7%
STORE_ATTR	3,657,489	7.2%

STORE_ATTR_SLOT

Successors and predecessors for STORE_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST	4,653,978	46.3%
LOAD_FAST__LOAD_FAST	2,779,456	27.6%
LOAD_CONST__LOAD_FAST	2,129,886	21.2%
SWAP	419,662	4.2%
STORE_ATTR_ADAPTIVE	32,092	0.3%

Successors	Count	Percentage
LOAD_FAST	4,422,343	44.0%
LOAD_FAST__LOAD_FAST	1,443,059	14.4%
LOAD_CONST__LOAD_FAST	1,313,759	13.1%
LOAD_GLOBAL_BUILTIN	1,222,392	12.2%
LOAD_CONST	749,817	7.5%

STORE_ATTR_WITH_HINT

Successors and predecessors for STORE_ATTR_WITH_HINT

Predecessors	Count	Percentage
LOAD_FAST	657,502	58.1%
LOAD_FAST__LOAD_FAST	277,097	24.5%
LOAD_CONST__LOAD_FAST	144,132	12.7%
STORE_ATTR_ADAPTIVE	33,373	3.0%
LOAD_ATTR_INSTANCE_VALUE	14,952	1.3%

Successors	Count	Percentage
STORE_ATTR	1,102,112	97.4%
LOAD_FAST	20,941	1.9%
LOAD_CONST	7,728	0.7%
LOAD_CONST__LOAD_FAST	203	0.0%
NOP	6	0.0%

STORE_DEREF

Successors and predecessors for STORE_DEREF

Predecessors	Count	Percentage
LOAD_CONST	425,567	28.3%
MAKE_FUNCTION	160,542	10.7%
CALL_NO_KW_LEN	102,705	6.8%
STORE_DEREF	86,899	5.8%
BINARY_SUBSCR_ADAPTIVE	80,131	5.3%

Successors	Count	Percentage
LOAD_FAST	327,992	21.8%
LOAD_CLOSURE	260,552	17.3%
LOAD_GLOBAL_BUILTIN	243,562	16.2%
LOAD_DEREF	109,358	7.3%
LOAD_CONST	105,510	7.0%

STORE_FAST

Successors and predecessors for STORE_FAST

Predecessors	Count	Percentage
RETURN_VALUE	12,644,707	13.3%
LOAD_ATTR_INSTANCE_VALUE	10,107,411	10.7%
LOAD_CONST	9,094,421	9.6%
FOR_ITER_LIST	8,544,472	9.0%
FOR_ITER_ADAPTIVE	7,672,486	8.1%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	20,440,759	21.6%
LOAD_GLOBAL_MODULE	18,434,557	19.4%
NOP	16,179,846	17.1%
LOAD_CONST	9,433,094	9.9%
JUMP_FORWARD	6,709,321	7.1%

STORE_FAST__LOAD_FAST

Successors and predecessors for STORE_FAST__LOAD_FAST

Predecessors	Count	Percentage
STORE_FAST__STORE_FAST	19,865,730	11.5%
RETURN_VALUE	18,794,954	10.8%
FOR_ITER_ADAPTIVE	18,282,458	10.5%
LOAD_ATTR_INSTANCE_VALUE	15,357,935	8.9%
FOR_ITER_LIST	11,646,243	6.7%

Successors	Count	Percentage
LOAD_CONST	24,148,299	13.9%
LOAD_FAST	16,620,592	9.6%
LOAD_ATTR_INSTANCE_VALUE	13,674,772	7.9%
POP_JUMP_IF_FALSE	13,594,941	7.8%
LOAD_ATTR_METHOD_WITH_VALUES	13,076,294	7.5%

STORE_FAST__STORE_FAST

Successors and predecessors for STORE_FAST__STORE_FAST

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	61,673,158	61.3%
UNPACK_SEQUENCE_TUPLE	23,427,991	23.3%
STORE_FAST__STORE_FAST	5,809,310	5.8%
BINARY_SLICE	4,615,608	4.6%
LOAD_FAST	964,572	1.0%

Successors	Count	Percentage
LOAD_FAST	37,850,526	37.6%
LOAD_FAST__LOAD_FAST	27,361,862	27.2%
STORE_FAST__LOAD_FAST	19,865,730	19.8%
STORE_FAST__STORE_FAST	5,809,310	5.8%
NOP	2,222,911	2.2%

STORE_GLOBAL

Successors and predecessors for STORE_GLOBAL

Predecessors	Count	Percentage
LOAD_CONST	60,418	47.6%
LOAD_FAST	27,082	21.3%
JUMP_IF_TRUE_OR_POP	12,447	9.8%
RETURN_VALUE	7,440	5.9%
CALL	5,752	4.5%

Successors	Count	Percentage
LOAD_CONST	67,081	52.8%
LOAD_GLOBAL	18,612	14.7%
LOAD_FAST	16,049	12.6%
LOAD_GLOBAL_MODULE	11,419	9.0%
NOP	3,896	3.1%

STORE_NAME

Successors and predecessors for STORE_NAME

Predecessors	Count	Percentage
MAKE_FUNCTION	6,014,076	34.9%
LOAD_CONST	3,030,121	17.6%
CALL	2,183,544	12.7%
IMPORT_FROM	1,382,363	8.0%
LOAD_NAME	1,268,470	7.4%

Successors	Count	Percentage
LOAD_CONST	10,090,320	58.6%
LOAD_NAME	2,885,881	16.8%
PUSH_NULL	1,618,042	9.4%
IMPORT_FROM	700,489	4.1%
POP_TOP	681,874	4.0%

STORE_SLICE

Successors and predecessors for STORE_SLICE

Predecessors	Count	Percentage
LOAD_CONST	40,082	50.5%
BINARY_OP_ADD_INT	26,395	33.2%
CALL_NO_KW_LEN	12,814	16.1%
CALL	154	0.2%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	26,395	33.2%
LOAD_GLOBAL_MODULE	21,609	27.2%
LOAD_FAST	13,881	17.5%
LOAD_GLOBAL_BUILTIN	7,866	9.9%
LOAD_CONST	5,126	6.5%

STORE_SUBSCR

Successors and predecessors for STORE_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	254,389	39.1%
LOAD_FAST	200,486	30.8%
LOAD_ATTR	111,946	17.2%
LOAD_NAME	30,142	4.6%
BINARY_SUBSCR	26,319	4.0%

Successors	Count	Percentage
LOAD_CONST	135,602	20.8%
LOAD_NAME	119,036	18.3%
NOP	116,597	17.9%
LOAD_GLOBAL	93,902	14.4%
JUMP_BACKWARD	54,477	8.4%

STORE_SUBSCR_ADAPTIVE

Successors and predecessors for STORE_SUBSCR_ADAPTIVE

Predecessors	Count	Percentage
LOAD_FAST	4,699,552	44.7%
LOAD_CONST	3,536,666	33.6%
BINARY_OP_ADAPTIVE	1,733,376	16.5%
LOAD_FAST__LOAD_CONST	375,926	3.6%
LOAD_FAST__LOAD_FAST	64,861	0.6%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	4,966,447	47.2%
LOAD_FAST	2,664,383	25.3%
LOAD_CONST	1,343,021	12.8%
JUMP_FORWARD	435,590	4.1%
LOAD_FAST__LOAD_FAST	419,467	4.0%

STORE_SUBSCR_DICT

Successors and predecessors for STORE_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_FAST	2,804,264	63.0%
LOAD_ATTR_INSTANCE_VALUE	664,779	14.9%
LOAD_NAME	219,698	4.9%
LOAD_FAST__LOAD_FAST	187,356	4.2%
LOAD_FAST__LOAD_CONST	169,785	3.8%

Successors	Count	Percentage
JUMP_BACKWARD_QUICK	1,327,144	29.8%
NOP	731,549	16.4%
LOAD_GLOBAL_MODULE	656,663	14.8%
LOAD_FAST	529,221	11.9%
LOAD_FAST__LOAD_FAST	413,988	9.3%

STORE_SUBSCR_LIST_INT

Successors and predecessors for STORE_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_FAST__LOAD_FAST	1,045,650	76.9%
LOAD_FAST	172,967	12.7%
LOAD_NAME	132,134	9.7%
STORE_SUBSCR_ADAPTIVE	9,624	0.7%
LOAD_FAST__LOAD_CONST	168	0.0%

Successors	Count	Percentage
EXTENDED_ARG_QUICK	572,035	42.0%
JUMP_BACKWARD_QUICK	499,645	36.7%
LOAD_CONST	177,780	13.1%
PUSH_NULL	81,203	6.0%
LOAD_NAME	29,370	2.2%

SWAP

Successors and predecessors for SWAP

Predecessors	Count	Percentage
LOAD_CONST__LOAD_FAST	1,477,283	20.0%
LOAD_ATTR_ADAPTIVE	1,402,674	19.0%
RETURN_VALUE	856,786	11.6%
LOAD_FAST	763,706	10.4%
BINARY_OP_ADAPTIVE	460,579	6.3%

Successors	Count	Percentage
COPY	2,058,405	27.9%
POP_TOP	1,557,154	21.1%
LOAD_DEREF	1,394,064	18.9%
STORE_ATTR_INSTANCE_VALUE	855,396	11.6%
LOAD_CONST	666,278	9.0%

UNARY_INVERT

Successors and predecessors for UNARY_INVERT

Predecessors	Count	Percentage
LOAD_FAST	166,855	91.7%
LOAD_FAST__LOAD_FAST	9,336	5.1%
LOAD_ATTR_ADAPTIVE	1,444	0.8%
CALL	1,383	0.8%
LOAD_ATTR	1,062	0.6%

Successors	Count	Percentage
BINARY_OP_ADAPTIVE	159,365	87.6%
BINARY_OP	11,009	6.1%
LOAD_CONST	7,687	4.2%
LOAD_FAST	3,417	1.9%
PUSH_NULL	461	0.3%

UNARY_NEGATIVE

Successors and predecessors for UNARY_NEGATIVE

Predecessors	Count	Percentage
CALL_NO_KW_LEN	179,144	57.8%
LOAD_DEREF	84,252	27.2%
LOAD_ATTR_WITH_HINT	24,016	7.7%
LOAD_FAST	11,896	3.8%
RETURN_VALUE	3,456	1.1%

Successors	Count	Percentage
BINARY_SLICE	115,552	37.3%
LOAD_FAST	91,095	29.4%
CALL_BUILTIN_CLASS	79,534	25.7%
LOAD_CONST	8,090	2.6%
CALL	4,992	1.6%

UNARY_NOT

Successors and predecessors for UNARY_NOT

Predecessors	Count	Percentage
LOAD_FAST	497,060	31.7%
UNARY_NOT	295,246	18.8%
JUMP_IF_TRUE_OR_POP	241,855	15.4%
CALL_ADAPTIVE	161,319	10.3%
CALL_NO_KW_ISINSTANCE	114,790	7.3%

Successors	Count	Percentage
RETURN_VALUE	438,799	28.0%
JUMP_IF_FALSE_OR_POP	406,384	25.9%
UNARY_NOT	295,246	18.8%
STORE_FAST	124,148	7.9%
YIELD_VALUE	117,571	7.5%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE

Predecessors	Count	Percentage
FOR_ITER	271,664	38.9%
RETURN_VALUE	193,421	27.7%
CALL	145,719	20.9%
LOAD_FAST	46,156	6.6%
LOAD_CONST	16,219	2.3%

Successors	Count	Percentage
STORE_FAST	599,448	85.8%
STORE_DEREF	43,407	6.2%
STORE_NAME	34,942	5.0%
LOAD_FAST	20,727	3.0%
PUSH_EXC_INFO	40	0.0%

UNPACK_SEQUENCE_ADAPTIVE

Successors and predecessors for UNPACK_SEQUENCE_ADAPTIVE

Predecessors	Count	Percentage
RETURN_VALUE	86,787	26.2%
STORE_FAST__LOAD_FAST	84,002	25.4%
FOR_ITER_LIST	40,087	12.1%
FOR_ITER_ADAPTIVE	30,695	9.3%
CALL_NO_KW_BUILTIN_FAST	27,884	8.4%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	186,980	56.5%
UNPACK_SEQUENCE_TWO_TUPLE	79,225	23.9%
LOAD_FAST	25,056	7.6%
UNPACK_SEQUENCE_TUPLE	24,437	7.4%
UNPACK_SEQUENCE_ADAPTIVE	13,189	4.0%

UNPACK_SEQUENCE_LIST

Successors and predecessors for UNPACK_SEQUENCE_LIST

Predecessors	Count	Percentage
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	760,228	96.7%
RETURN_VALUE	10,926	1.4%
BINARY_OP_ADAPTIVE	8,900	1.1%
CALL_BUILTIN_FAST_WITH_KEYWORDS	2,871	0.4%
UNPACK_SEQUENCE_ADAPTIVE	2,186	0.3%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	773,651	98.5%
STORE_DEREF	8,613	1.1%
STORE_NAME	3,528	0.4%

UNPACK_SEQUENCE_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TUPLE

Predecessors	Count	Percentage
BINARY_SUBSCR	7,712,124	32.8%
BINARY_SUBSCR_ADAPTIVE	4,502,484	19.1%
LOAD_FAST	3,851,731	16.4%
CALL_NO_KW_METHOD_DESCRIPTOR_FAST	2,589,300	11.0%
LOAD_CONST	2,165,182	9.2%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	23,427,991	99.6%
LOAD_FAST	81,134	0.3%
STORE_DEREF	21,618	0.1%
STORE_FAST__LOAD_FAST	27	0.0%
STORE_FAST	20	0.0%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE

Predecessors	Count	Percentage
FOR_ITER_LIST	21,178,237	33.0%
FOR_ITER_ADAPTIVE	12,195,324	19.0%
BINARY_SUBSCR_LIST_INT	11,574,890	18.1%
STORE_FAST__LOAD_FAST	10,915,550	17.0%
RETURN_VALUE	4,421,418	6.9%

Successors	Count	Percentage
STORE_FAST__STORE_FAST	61,673,158	96.2%
LOAD_FAST	2,104,367	3.3%
STORE_NAME	212,036	0.3%
STORE_DEREF	79,741	0.1%
STORE_FAST	16,454	0.0%

WITH_EXCEPT_START

Successors and predecessors for WITH_EXCEPT_START

Predecessors	Count	Percentage
PUSH_EXC_INFO	46,638	100.0%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	46,638	100.0%

YIELD_VALUE

Successors and predecessors for YIELD_VALUE

Predecessors	Count	Percentage
SEND	19,823,727	58.9%
BUILD_TUPLE	5,405,283	16.1%
LOAD_FAST	3,905,149	11.6%
RETURN_VALUE	1,369,867	4.1%
CALL_ADAPTIVE	1,147,865	3.4%

Successors	Count	Percentage

Specialization stats

specialization stats by family

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
unquickened	13580778	11.5%
specialization.deferred	29672663	25.1%
specialization.deopt	221839	0.2%
hit	63030410	53.3%
miss	11927452	10.1%

Specialization attempts

	Count	Ratio
Success	401,253	67.2%
Failure	195,529	32.8%

Failure kind	Count	Ratio
string int	138,718	70.9%
other	36,730	18.8%
list slice	5,936	3.0%
array slice	4,764	2.4%
string slice	4,149	2.1%
buffer slice	3,108	1.6%
tuple slice	915	0.5%
sequence int	625	0.3%
buffer int	584	0.3%

BINARY_SLICE

specialization stats for BINARY_SLICE family

Kind	Count	Ratio
unquickened	20936283	100.0%

STORE_SLICE

specialization stats for STORE_SLICE family

Kind	Count	Ratio
unquickened	79445	100.0%

STORE_SUBSCR

specialization stats for STORE_SUBSCR family

Kind	Count	Ratio
unquickened	650670	3.9%
specialization.deferred	10333834	61.5%
hit	5809084	34.6%

Specialization attempts

	Count	Ratio
Success	120,016	65.7%
Failure	62,723	34.3%

Failure kind	Count	Ratio
bytearray int	33,244	53.0%
py simple	19,063	30.4%
out of range	5,861	9.3%
other	1,895	3.0%
dict subclass no override	1,536	2.4%
list slice	1,124	1.8%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Count	Ratio
unquickened	698566	0.8%
specialization.deferred	212058	0.2%
hit	88416402	99.0%

Specialization attempts

	Count	Ratio
Success	105,848	88.9%
Failure	13,189	11.1%

Failure kind	Count	Ratio
iterator	8,378	63.5%
sequence	4,810	36.5%
expected error	1	0.0%

FOR_ITER

specialization stats for FOR_ITER family

Kind	Count	Ratio
unquickened	2692914	2.1%
specialization.deferred	60926878	48.5%
specialization.deopt	14346	0.0%
hit	61345810	48.8%
miss	767205	0.6%

Specialization attempts

	Count	Ratio
Success	136,643	15.6%
Failure	740,520	84.4%

Failure kind	Count	Ratio
tuple	386,656	52.2%
dict items	78,085	10.5%
generator	55,774	7.5%
ascii string	36,782	5.0%
dict keys	31,875	4.3%
enumerate	30,935	4.2%
map	25,148	3.4%
dict values	21,885	3.0%
itertools	17,341	2.3%
other	14,498	2.0%
set	11,196	1.5%
bytes	9,098	1.2%
seq iter	7,195	1.0%
zip	5,705	0.8%
reversed list	4,604	0.6%
string	2,185	0.3%
range	1,460	0.2%
callable	98	0.0%

STORE_ATTR

specialization stats for STORE_ATTR family

Kind	Count	Ratio
unquickened	8581459	9.8%
specialization.deferred	16789990	19.2%
specialization.deopt	71201	0.1%
hit	57284322	65.5%
miss	4769058	5.5%

Specialization attempts

	Count	Ratio
Success	484,696	53.9%
Failure	415,094	46.1%

Failure kind	Count	Ratio
overridden	223,211	53.8%
not managed dict	62,627	15.1%
out of range	40,254	9.7%
no dict	24,832	6.0%
non object slot	21,345	5.1%
overriding descriptor	19,589	4.7%
property	15,106	3.6%
mutable class	7,319	1.8%
method	811	0.2%

LOAD_ATTR

specialization stats for LOAD_ATTR family

Kind	Count	Ratio
unquickened	50037303	9.0%
specialization.deferred	5627761	10.1%
specialization.deopt	621954	0.1%
hit	416179919	74.7%
miss	34922323	6.3%

Specialization attempts

	Count	Ratio
Success	2,267,332	61.3%
Failure	1,433,726	38.7%

Failure kind	Count	Ratio
metaclass attribute	356,000	24.8%
not managed dict	227,145	15.8%
method	181,361	12.6%
overridden	154,034	10.7%
out of range	141,759	9.9%
non object slot	133,307	9.3%
class method obj	98,724	6.9%
has managed dict	80,483	5.6%
non overriding descriptor	59,843	4.2%
mutable class	38,606	2.7%
builtin class method	29,685	2.1%
no dict	10,724	0.7%
module attr not found	1,755	0.1%
shadowed	1,091	0.1%
expected error	783	0.1%

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Count	Ratio
unquickened	2297136	1.8%
specialization.deferred	16037697	12.7%
specialization.deopt	4952	0.0%
hit	107747481	85.2%
miss	314249	0.2%

Specialization attempts

	Count	Ratio
Success	221,022	43.5%
Failure	286,659	56.5%

Failure kind	Count	Ratio
not followed by cond jump	154,616	53.9%
big int	63,195	22.0%
different types	17,154	6.0%
other	15,180	5.3%
tuple	9,875	3.4%
bytes	7,592	2.6%
list	6,853	2.4%
baseobject	4,651	1.6%
set	2,986	1.0%
string	1,780	0.6%
bool	1,425	0.5%
long float	1,083	0.4%
float long	269	0.1%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
unquickened	23202375	7.7%
specialization.deferred	3275990	1.1%
specialization.deopt	122287	0.0%
hit	264989002	88.0%
miss	9554340	3.2%

Specialization attempts

	Count	Ratio
Success	2,039,483	100.0%
Failure	0	0.0%

Failure kind	Count	Ratio

BINARY_OP

specialization stats for BINARY_OP family

Kind	Count	Ratio
unquickened	1447772	2.8%
specialization.deferred	12898995	24.7%
specialization.deopt	1260	0.0%
hit	37880666	72.4%
miss	88584	0.2%

Specialization attempts

	Count	Ratio
Success	152,355	29.4%
Failure	366,189	70.6%

Failure kind	Count	Ratio
and int	170,236	46.5%
add other	63,133	17.2%
or	39,272	10.7%
multiply different types	22,886	6.2%
remainder	14,172	3.9%
subtract different types	10,306	2.8%
add different types	9,789	2.7%
floor divide	7,884	2.2%
xor	7,225	2.0%
and different types	5,604	1.5%
power	5,499	1.5%
lshift	3,917	1.1%
and other	3,408	0.9%
rshift	2,039	0.6%
subtract other	461	0.1%
multiply other	345	0.1%
true divide other	7	0.0%
true divide different types	6	0.0%

CALL

specialization stats for CALL family

Kind	Count	Ratio
unquickened	29607188	8.0%
specialization.deferred	68321646	18.5%
specialization.deopt	206287	0.1%
hit	259563833	70.2%
miss	12491863	3.4%

Specialization attempts

	Count	Ratio
Success	1,710,377	45.1%
Failure	2,083,583	54.9%

Failure kind	Count	Ratio
pycfunction	411,719	19.8%
complex parameters	333,238	16.0%
python class	320,017	15.4%
pycfunction noargs	309,747	14.9%
class no vectorcall	195,838	9.4%
pycfunction with keywords	158,934	7.6%
kwnames	150,777	7.2%
class mutable	95,201	4.6%
bad call flags	31,354	1.5%
other	27,410	1.3%
method wrapper	27,026	1.3%
bound method	12,328	0.6%
cmethod	8,243	0.4%
str	1,297	0.1%
operator wrapper	454	0.0%

Specialization effectiveness

specialization effectiveness

Instructions	Count	Ratio
Basic	2,940,875,038	56.9%
Not specialized	516,630,564	10.0%
Specialized	1,711,929,436	33.1%

Deferred by instruction

deferred by instruction

Name	Count	Ratio
CALL	68,321,646	24.9%
FOR_ITER	60,926,878	22.2%
LOAD_ATTR	56,277,613	20.5%
BINARY_SUBSCR	29,672,663	10.8%
STORE_ATTR	16,789,990	6.1%
COMPARE_OP	16,037,697	5.8%
BINARY_OP	12,898,995	4.7%
STORE_SUBSCR	10,333,834	3.8%
LOAD_GLOBAL	3,275,990	1.2%
UNPACK_SEQUENCE	212,058	0.1%

Misses by instruction

misses by instruction

Name	Count	Ratio
LOAD_ATTR	34,922,323	23.3%
LOAD_ATTR_INSTANCE_VALUE	13,499,711	9.0%
CALL	12,491,863	8.3%
BINARY_SUBSCR	11,927,452	8.0%
CALL_PY_EXACT_ARGS	10,222,041	6.8%
LOAD_GLOBAL	9,554,340	6.4%
BINARY_SUBSCR_LIST_INT	8,924,858	6.0%
LOAD_ATTR_METHOD_WITH_VALUES	8,049,582	5.4%
LOAD_ATTR_WITH_HINT	7,337,525	4.9%
LOAD_GLOBAL_BUILTIN	5,823,812	3.9%

Call stats

Inlined calls and frame stats

	Count	Ratio
Calls to PyEval_EvalDefault	114,266,631	46.7%
Calls to Python functions inlined	130,333,641	53.3%
Calls via PyEval_EvalFrame (total)	114,266,631	46.7%
Calls via PyEval_EvalFrame (vector)	64,953,460	26.6%
Calls via PyEval_EvalFrame (generator)	49,313,171	20.2%
Calls via PyEval_EvalFrame (legacy)	322,551	0.1%
Calls via PyEval_EvalFrame (function vectorcall)	63,650,877	26.0%
Calls via PyEval_EvalFrame (build class)	980,536	0.4%
Calls via PyEval_EvalFrame (slot)	20,711,012	8.5%
Calls via PyEval_EvalFrame (function ex)	1,131,430	0.5%
Calls via PyEval_EvalFrame (api)	22,603,258	9.2%
Calls via PyEval_EvalFrame (method)	131,462	0.1%
Frames pushed	195,287,672	79.8%
Frame objects created	7,929,848	3.2%

Object stats

allocations, frees and dict materializatons

	Count	Ratio
Allocations from freelist	221,055,892	27.2%
Frees to freelist	233,355,096
Allocations	590,428,633	72.8%
Allocations to 512 bytes	580,852,501	71.6%
Allocations to 4 kbytes	7,895,276	1.0%
Allocations over 4 kbytes	1,680,856	0.2%
Frees	566,855,520
New values	7,844,515
Interpreter increfs	3,595,159,758	55.9%
Interpreter decrefs	3,895,322,726	56.1%
Increfs	2,835,929,754	44.1%
Decrefs	3,054,371,052	43.9%
Materialize dict (on request)	496,681	6.3%
Materialize dict (new key)	338,453	4.3%
Materialize dict (too big)	0	0.0%
Materialize dict (str subclass)	0	0.0%

---

Stats gathered on: 2022-10-31