/usr/bin/diffoscope --timeout 7200 --html /srv/reproducible-results/rbuild-debian/r-b-build.h5nYjYC7/pandas_2.2.3+dfsg-9.diffoscope.html --text /srv/reproducible-results/rbuild-debian/r-b-build.h5nYjYC7/pandas_2.2.3+dfsg-9.diffoscope.txt --json /srv/reproducible-results/rbuild-debian/r-b-build.h5nYjYC7/pandas_2.2.3+dfsg-9.diffoscope.json --profile=- /srv/reproducible-results/rbuild-debian/r-b-build.h5nYjYC7/b1/pandas_2.2.3+dfsg-9_arm64.changes /srv/reproducible-results/rbuild-debian/r-b-build.h5nYjYC7/b2/pandas_2.2.3+dfsg-9

⊟

33.6 MB

/srv/reproducible-results/rbuild-debian/r-b-build.h5nYjYC7/b1/pandas_2.2.3+dfsg-9_arm64.changes vs.

/srv/reproducible-results/rbuild-debian/r-b-build.h5nYjYC7/b2/pandas_2.2.3+dfsg-9_arm64.changes ¶

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733 B

Files ¶

⊟

189 KB

python-pandas-doc_2.2.3+dfsg-9_all.deb ¶

⊟

452 B

file list ¶

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98.0 B

control.tar.xz ¶

⊟

70.0 B

control.tar ¶

⊟

48.0 B

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

189 KB

data.tar.xz ¶

⊟

189 KB

data.tar ¶

⊟

9.5 KB

file list ¶

⊟

45.4 KB

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45.3 KB

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4.38 KB

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1.47 KB

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26.7 KB

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4.07 KB

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1020 B

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89.1 KB

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Similarity: 0.9985610875706213% Differences: {"'cells'": "{1: {'metadata': {'execution': {'iopub.execute_input': '2026-06-19T06:21:07.336316Z', " "'iopub.status.busy': '2026-06-19T06:21:07.335829Z', 'iopub.status.idle': " "'2026-06-19T06:21:07.754639Z', 'shell.execute_reply': " "'2026-06-19T06:21:07.753665Z'}}}, 3: {'metadata': {'execution': " "{'iopub.execute_input': '2026-06-19T06:21:07.758382Z', 'iopub.status.busy': " "'2026-06-19T06:21:07.758023Z', 'iopub.status.idle': '2026-06-19T06:21:0 […]

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3.76 KB

⊟

1.04 KB

⊟

2.96 KB

⊟

1010 B

⊟

2.93 KB

⊟

711 B

⊟

3.87 KB

python3-pandas-lib_2.2.3+dfsg-9_arm64.deb ¶

⊟

367 B

file list ¶

⊟

98.0 B

control.tar.xz ¶

⊟

70.0 B

control.tar ¶

⊟

48.0 B

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

3.34 KB

data.tar.xz ¶

⊟

3.31 KB

data.tar ¶

⊟

1.65 KB

./usr/lib/python3/dist-packages/pandas/_libs/tslibs/strptime.cpython-313-aarch64-linux-gnu.so ¶

File has been modified after NT_GNU_BUILD_ID has been applied.

⊟

628 B

readelf --wide --notes {} ¶

⊟

811 B

readelf --wide --decompress --hex-dump=.gnu_debuglink {} ¶

error from `readelf --wide --decompress --hex-dump=.gnu_debuglink {}`: readelf: Error: no .dynamic section in the dynamic segment

⊟

1.65 KB

./usr/lib/python3/dist-packages/pandas/_libs/tslibs/timedeltas.cpython-313-aarch64-linux-gnu.so ¶

File has been modified after NT_GNU_BUILD_ID has been applied.

⊟

628 B

readelf --wide --notes {} ¶

⊟

811 B

readelf --wide --decompress --hex-dump=.gnu_debuglink {} ¶

error from `readelf --wide --decompress --hex-dump=.gnu_debuglink {}`: readelf: Error: no .dynamic section in the dynamic segment

⊟

33.4 MB

python3-pandas-lib-dbgsym_2.2.3+dfsg-9_arm64.deb ¶

⊟

452 B

file list ¶

⊟

6.82 KB

control.tar.xz ¶

⊟

6.79 KB

control.tar ¶

⊟

3.83 KB

./control ¶

⊟

2.94 KB

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

2.89 KB

line order ¶

⊟

33.4 MB

data.tar.xz ¶

⊟

33.4 MB

data.tar ¶

⊟

6.81 KB

file list ¶

⊟

13.0 MB

./usr/lib/debug/.build-id/2b/3de064da60a5d5b0a17088572a09115397c9b2.debug vs.

./usr/lib/debug/.build-id/ba/e682daa2c0620f1e64adf4a7375a8994f11d84.debug ¶

File has been modified after NT_GNU_BUILD_ID has been applied. Files 86% similar despite different names

⊟

863 B

readelf --wide --file-header {} ¶

⊟

3.47 KB

readelf --wide --sections {} ¶

⊟

628 B

readelf --wide --notes {} ¶

⊟

12.9 MB

readelf --wide --debug-dump=info {} ¶

⊟

42.9 KB

readelf --wide --debug-dump=loc {} ¶

⊟

2.5 KB

strings --all --bytes=8 {} ¶

⊟

20.5 MB

./usr/lib/debug/.build-id/7d/d8a242ad675f754ff06705708441c81f2194dc.debug vs.

./usr/lib/debug/.build-id/88/6d9c65f6dd7494f5a187384a2bcce36aa67c5e.debug ¶

File has been modified after NT_GNU_BUILD_ID has been applied. Files 92% similar despite different names

⊟

2.27 KB

readelf --wide --sections {} ¶

⊟

628 B

readelf --wide --notes {} ¶

⊟

20.4 MB

readelf --wide --debug-dump=info {} ¶

⊟

1.19 KB

readelf --wide --debug-dump=abbrev {} ¶

⊟

74.2 KB

readelf --wide --debug-dump=loc {} ¶

⊟

3.22 KB

strings --all --bytes=8 {} ¶


Offset 1, 5 lines modified		Offset 1, 5 lines modified

1	·d7d26d7fafcc235762580e8a1f15ea7e·10793744·doc·optional·python-pandas-doc_2.2.3+dfsg-9_all.deb
2	·25924f973a2ee8951ad91375da29e9c7·34794796·debug·optional·python3-pandas-lib-dbgsym_2.2.3+dfsg-9_arm64.deb
3	·~~bc062~~c~~0cbd683~~4c7df59~~8524c~~bae694~~4·38~~7369~~2·pyth~~on·optional·python3-pandas-~~lib~~_2.2.3+dfsg-9_arm64.deb	1	·a9e0ac488f7a54d924b89b05614b9507·10794560·doc·optional·python-pandas-doc_2.2.3+dfsg-9_all.deb
		2	·c7d06053c7087626f12f8524f23da3df·34795216·debug·optional·python3-pandas-lib-dbgsym_2.2.3+dfsg-9_arm64.deb
		3	·73de6084a8a304215a9eab44e662c1a5·3873656·python·optional·python3-pandas-lib_2.2.3+dfsg-9_arm64.deb
4	·26530e0108a14fb2ef2b9fa903eb9d9d·3096852·python·optional·python3-pandas_2.2.3+dfsg-9_all.deb	4	·26530e0108a14fb2ef2b9fa903eb9d9d·3096852·python·optional·python3-pandas_2.2.3+dfsg-9_all.deb


Offset 1, 3 lines modified		Offset 1, 3 lines modified
1	-rw-r--r--···0········0········0········4·2025-03-29·13:01:52.000000·debian-binary	1	-rw-r--r--···0········0········0········4·2025-03-29·13:01:52.000000·debian-binary
2	-rw-r--r--···0········0········0···147376·2025-03-29·13:01:52.000000·control.tar.xz	2	-rw-r--r--···0········0········0···147352·2025-03-29·13:01:52.000000·control.tar.xz
3	-rw-r--r--···0········0········0·1064~~617~~6·2025-03-29·13:01:52.000000·data.tar.xz	3	-rw-r--r--···0········0········0·10647016·2025-03-29·13:01:52.000000·data.tar.xz


Offset 21632, 14 lines modified		Offset 21632, 15 lines modified
21632	········"016":·2193,	21632	········"016":·2193,
21633	········"016009":·15,	21633	········"016009":·15,
21634	········"016287":·2210,	21634	········"016287":·2210,
21635	········"016331":·2210,	21635	········"016331":·2210,
21636	········"016424":·[16,·19],	21636	········"016424":·[16,·19],
21637	········"016692":·[2184,·2195,·2214],	21637	········"016692":·[2184,·2195,·2214],
21638	········"01685762652715874":·[624,·1215],	21638	········"01685762652715874":·[624,·1215],
		21639	········"017":·2193,
21639	········"017106":·2207,	21640	········"017106":·2207,
21640	········"017118":·2199,	21641	········"017118":·2199,
21641	········"017152":·2186,	21642	········"017152":·2186,
21642	········"017263":·2207,	21643	········"017263":·2207,
21643	········"017276":·2191,	21644	········"017276":·2191,
21644	········"017587":·[2184,·2195,·2214],	21645	········"017587":·[2184,·2195,·2214],
21645	········"017796":·2207,	21646	········"017796":·2207,
Offset 21939, 15 lines modified		Offset 21940, 14 lines modified
21939	········"056780":·2210,	21940	········"056780":·2210,
21940	········"056842":·2207,	21941	········"056842":·2207,
21941	········"056909":·2210,	21942	········"056909":·2210,
21942	········"057165":·2207,	21943	········"057165":·2207,
21943	········"057490":·2193,	21944	········"057490":·2193,
21944	········"057737":·2235,	21945	········"057737":·2235,
21945	········"057974":·2257,	21946	········"057974":·2257,
21946	········"058":·2193,
21947	········"058006":·2199,	21947	········"058006":·2199,
21948	········"058176":·2207,	21948	········"058176":·2207,
21949	········"0582":·2202,	21949	········"0582":·2202,
21950	········"0582158":·2202,	21950	········"0582158":·2202,
21951	········"058373":·2207,	21951	········"058373":·2207,
21952	········"058534":·2210,	21952	········"058534":·2210,
21953	········"058615":·2207,	21953	········"058615":·2207,
Offset 21963, 15 lines modified		Offset 21963, 15 lines modified
21963	········"059481":·2207,	21963	········"059481":·2207,
21964	········"059552":·2207,	21964	········"059552":·2207,
21965	········"059761":·2207,	21965	········"059761":·2207,
21966	········"059869e":·2191,	21966	········"059869e":·2191,
21967	········"059881":·2210,	21967	········"059881":·2210,
21968	········"059904":·2214,	21968	········"059904":·2214,
21969	········"05t00":·2261,	21969	········"05t00":·2261,
21970	········"06":·[26,·27,·29,·30,·31,·207,·213,·218,·230,·273,·292,·294,·332,·363,·526,·534,·536,·637,·644,·646,·688,·781,·788,·793,·804,·900,·969,·993,·1075,·1344,·1441,·1442,·1449,·1450,·1452,·1489,·1497,·1500,·1506,·1524,·1598,·1677,·2184,·2186,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2214,·2215,·2216,·2217,·2218,·2219,·2222,·2226,·2230,·2231,·2232,·2235,·2246,·2249,·2261,·2264,·2271,·2298,·2302],	21970	········"06":·[26,·27,·29,·30,·31,·207,·213,·218,·230,·273,·292,·294,·332,·363,·526,·534,·536,·637,·644,·646,·688,·781,·788,·793,·804,·900,·969,·993,·1075,·1344,·1441,·1442,·1449,·1450,·1452,·1489,·1497,·1500,·1506,·1524,·1598,·1677,·2184,·2186,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2214,·2215,·2216,·2217,·2218,·2219,·2222,·2226,·2228,·2230,·2231,·2232,·2235,·2246,·2249,·2261,·2264,·2271,·2298,·2302],
21971	········"060015":·2207,	21971	········"060015":·2207,
21972	········"060074":·2185,	21972	········"060074":·2185,
21973	········"060603":·2207,	21973	········"060603":·2207,
21974	········"060654":·2207,	21974	········"060654":·2207,
21975	········"060777":·2207,	21975	········"060777":·2207,
21976	········"061019":·2199,	21976	········"061019":·2199,
21977	········"061068":·2210,	21977	········"061068":·2210,
Offset 21997, 14 lines modified		Offset 21997, 15 lines modified
21997	········"063850":·2207,	21997	········"063850":·2207,
21998	········"063922":·2184,	21998	········"063922":·2184,
21999	········"063933":·2207,	21999	········"063933":·2207,
22000	········"064":·2207,	22000	········"064":·2207,
22001	········"064034":·[15,·2191],	22001	········"064034":·[15,·2191],
22002	········"064423":·2207,	22002	········"064423":·2207,
22003	········"064434":·2207,	22003	········"064434":·2207,
		22004	········"065":·2193,
22004	········"065587":·2218,	22005	········"065587":·2218,
22005	········"065761":·2207,	22006	········"065761":·2207,
22006	········"065818":·[2204,·2207],	22007	········"065818":·[2204,·2207],
22007	········"065934":·[182,·760],	22008	········"065934":·[182,·760],
22008	········"066126":·2207,	22009	········"066126":·2207,
22009	········"066510":·2210,	22010	········"066510":·2210,
22010	········"066533":·2210,	22011	········"066533":·2210,
Offset 22096, 15 lines modified		Offset 22097, 15 lines modified
22096	········"079307":·15,	22097	········"079307":·15,
22097	········"079587":·2230,	22098	········"079587":·2230,
22098	········"079631":·2207,	22099	········"079631":·2207,
22099	········"0797":·2202,	22100	········"0797":·2202,
22100	········"079769":·2207,	22101	········"079769":·2207,
22101	········"079915":·2193,	22102	········"079915":·2193,
22102	········"07t00":·2261,	22103	········"07t00":·2261,
22103	········"08":·[29,·30,·107,·207,·213,·230,·264,·273,·277,·292,·294,·316,·326,·330,·332,·629,·644,·646,·670,·680,·685,·688,·781,·788,·804,·900,·903,·1075,·1145,·1164,·1221,·1274,·1289,·1344,·1441,·1442,·1449,·1450,·1452,·1495,·1497,·1506,·1598,·1657,·1677,·1699,·1720,·1741,·2184,·2185,·2186,·2191,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2214,·2215,·2218,·2220,·2222,·2226,·2228,·2230,·2231,·2232,·2235,·2246,·2249,·2261,·2271,·2294,·2307],	22104	········"08":·[29,·30,·107,·207,·213,·230,·264,·273,·277,·292,·294,·316,·326,·330,·332,·629,·644,·646,·670,·680,·685,·688,·781,·788,·804,·900,·903,·1075,·1145,·1164,·1221,·1274,·1289,·1344,·1441,·1442,·1449,·1450,·1452,·1495,·1497,·1506,·1598,·1657,·1677,·1699,·1720,·1741,·2184,·2185,·2186,·2191,·2193,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2214,·2215,·2218,·2220,·2222,·2226,·2228,·2230,·2231,·2232,·2235,·2246,·2249,·2261,·2271,·2294,·2307],
22104	········"0800":·[953,·2210],	22105	········"0800":·[953,·2210],
22105	········"080174":·2207,	22106	········"080174":·2207,
22106	········"080372":·2199,	22107	········"080372":·2199,
22107	········"080952":·[2184,·2214],	22108	········"080952":·[2184,·2214],
22108	········"081009":·2195,	22109	········"081009":·2195,
22109	········"081161":·2216,	22110	········"081161":·2216,
22110	········"081249":·2207,	22111	········"081249":·2207,
Offset 22250, 20 lines modified		Offset 22251, 20 lines modified
22250	········"0n":·[1489,·2298],	22251	········"0n":·[1489,·2298],
22251	········"0px":·2207,	22252	········"0px":·2207,
22252	········"0rc0":·13,	22253	········"0rc0":·13,
22253	········"0th":·[26,·249,·882,·1202,·2185,·2197,·2199,·2235],	22254	········"0th":·[26,·249,·882,·1202,·2185,·2197,·2199,·2235],
22254	········"0x00":·2294,	22255	········"0x00":·2294,
22255	········"0x40":·2294,	22256	········"0x40":·2294,
22256	········"0x7efd0c0b0690":·3,	22257	········"0x7efd0c0b0690":·3,
22257	········"0xffff~~35eb1~~2b0":·2230,	22258	········"0xffff2b3cc210":·2230,
22258	········"0xffff39857380":·2210,
22259	········"0xffff~~61afba7~~0":·2199,	22259	········"0xffff47f02850":·2199,
22260	········"0xffff~~73b2df3~~0":·2197,	22260	········"0xffff65d47940":·2197,
22261	········"0xffff~~9382e7b~~0":·2195,	22261	········"0xffff68f49130":·2195,
		22262	········"0xffff842691c0":·2210,
22262	········"0xffff~~99e9c~~1a0":·2246,	22263	········"0xffff8c6a81a0":·2246,
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22265	········"100":·[3,·15,·17,·22,·30,·68,·97,·98,·111,·118,·132,·135,·141,·142,·145,·159,·161,·175,·182,·192,·202,·207,·212,·213,·233,·273,·303,·345,·359,·360,·427,·577,·587,·588,·620,·621,·655,·709,·717,·760,·781,·787,·788,·900,·1345,·1391,·1398,·1447,·1457,·1472,·1473,·1488,·1490,·2184,·2185,·2186,·2188,·2190,·2191,·2193,·2194,·2195,·2197,·2199,·2200,·2201,·2202,·2204,·2207,·2208,·2209,·2210,·2211,·2212,·2218,·2220,·2222,·2223,·2225,·2226,·2230,·2231,·2232,·2235,·2241,·2242,·2246,·2249,·2302,·2307],	22266	········"100":·[3,·15,·17,·22,·30,·68,·97,·98,·111,·118,·132,·135,·141,·142,·145,·159,·161,·175,·182,·192,·202,·207,·212,·213,·233,·273,·303,·345,·359,·360,·427,·577,·587,·588,·620,·621,·655,·709,·717,·760,·781,·787,·788,·900,·1345,·1391,·1398,·1447,·1457,·1472,·1473,·1488,·1490,·2184,·2185,·2186,·2188,·2190,·2191,·2193,·2194,·2195,·2197,·2199,·2200,·2201,·2202,·2204,·2207,·2208,·2209,·2210,·2211,·2212,·2218,·2220,·2222,·2223,·2225,·2226,·2230,·2231,·2232,·2235,·2241,·2242,·2246,·2249,·2302,·2307],
22266	········"1000":·[9,·10,·15,·24,·25,·28,·29,·32,·102,·141,·183,·191,·193,·194,·427,·717,·761,·767,·768,·769,·874,·1154,·1158,·1456,·1465,·1467,·1876,·1964,·2184,·2185,·2186,·2188,·2193,·2195,·2199,·2205,·2206,·2207,·2210,·2211,·2220,·2223,·2229,·2230,·2235,·2238,·2246,·2249,·2261,·2294],	22267	········"1000":·[9,·10,·15,·24,·25,·28,·29,·32,·102,·141,·183,·191,·193,·194,·427,·717,·761,·767,·768,·769,·874,·1154,·1158,·1456,·1465,·1467,·1876,·1964,·2184,·2185,·2186,·2188,·2193,·2195,·2199,·2205,·2206,·2207,·2210,·2211,·2220,·2223,·2229,·2230,·2235,·2238,·2246,·2249,·2261,·2294],
22267	········"10000":·[192,·1485,·2185,·2201,·2206,·2210,·2220,·2228,·2266],	22268	········"10000":·[192,·1485,·2185,·2201,·2206,·2210,·2220,·2228,·2266],
22268	········"100000":·[1354,·1372,·2199,·2201,·2210],	22269	········"100000":·[1354,·1372,·2199,·2201,·2210],
22269	········"1000000":·[144,·2199,·2228],	22270	········"1000000":·[144,·2199,·2228],
Offset 22305, 15 lines modified		Offset 22306, 15 lines modified
22305	········"10083":·2226,	22306	········"10083":·2226,
22306	········"100845":·2207,	22307	········"100845":·2207,
22307	········"10087":·2227,	22308	········"10087":·2227,
22308	········"10089":·2229,	22309	········"10089":·2229,
22309	········"10092":·2226,	22310	········"10092":·2226,
22310	········"10096":·2227,	22311	········"10096":·2227,
22311	········"100y":·1344,	22312	········"100y":·1344,
22312	········"101":·[207,·781,·2184,·2185,·2186,·2188,·2191,·219~~3,·219~~5,·2197,·2199,·2200,·2201,·2202,·2204,·2207,·2208,·2209,·2210,·2211,·2212,·2218,·2222,·2230,·2231,·2232,·2235,·2246],	22313	········"101":·[207,·781,·2184,·2185,·2186,·2188,·2191,·2195,·2197,·2199,·2200,·2201,·2202,·2204,·2207,·2208,·2209,·2210,·2211,·2212,·2218,·2222,·2230,·2231,·2232,·2235,·2246],
22313	········"10103":·2231,	22314	········"10103":·2231,
22314	········"10110":·2228,	22315	········"10110":·2228,
22315	········"10114":·2228,	22316	········"10114":·2228,
22316	········"10115":·2228,	22317	········"10115":·2228,
22317	········"101154":·2207,	22318	········"101154":·2207,
22318	········"10117":·2246,	22319	········"10117":·2246,
22319	········"10119":·2227,	22320	········"10119":·2227,
Offset 22767, 14 lines modified		Offset 22768, 15 lines modified
22767	········"1124":·[2185,·2191,·2194],	22768	········"1124":·[2185,·2191,·2194],
22768	········"11245":·2229,	22769	········"11245":·2229,
22769	········"1125":·[2185,·2191,·2194],	22770	········"1125":·[2185,·2191,·2194],
22770	········"11256":·2235,	22771	········"11256":·2235,
22771	········"1125723":·2202,	22772	········"1125723":·2202,
22772	········"1126":·2202,	22773	········"1126":·2202,
22773	········"11263":·2229,	22774	········"11263":·2229,
		22775	········"112634":·2228,
22774	········"11269":·2229,	22776	········"11269":·2229,
Max diff block lines reached; 29083/46403 bytes (62.67%) of diff not shown.


Offset 1847, 25 lines modified		Offset 1847, 25 lines modified
1847	<span·class="gp">In·[141]:·</span><span·class="n">indexer</span>·<span·class="o">=</span>·<span·class="n">np</span><span·class="o">.</span><span·class="n">arange</span><span·class="p">(</span><span·class="mi">10000</span><span·class="p">)</span>	1847	<span·class="gp">In·[141]:·</span><span·class="n">indexer</span>·<span·class="o">=</span>·<span·class="n">np</span><span·class="o">.</span><span·class="n">arange</span><span·class="p">(</span><span·class="mi">10000</span><span·class="p">)</span>

1848	<span·class="gp">In·[142]:·</span><span·class="n">random</span><span·class="o">.</span><span·class="n">shuffle</span><span·class="p">(</span><span·class="n">indexer</span><span·class="p">)</span>	1848	<span·class="gp">In·[142]:·</span><span·class="n">random</span><span·class="o">.</span><span·class="n">shuffle</span><span·class="p">(</span><span·class="n">indexer</span><span·class="p">)</span>

1849	<span·class="gp">In·[143]:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr[indexer]	1849	<span·class="gp">In·[143]:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr[indexer]
1850	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr.take(indexer,·axis=0)	1850	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr.take(indexer,·axis=0)
1851	<span·class="gp">···.....:·</span>	1851	<span·class="gp">···.....:·</span>
1852	<span·class="go">196·us·+-·1.53·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1852	<span·class="go">197·us·+-·2.16·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1853	<span·class="go">79.6·us·+-·1.88·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1853	<span·class="go">78.1·us·+-·3.97·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1854	</pre></div>	1854	</pre></div>
1855	</div>	1855	</div>
1856	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[144]:·</span><span·class="n">ser</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">arr</span><span·class="p">[:,</span>·<span·class="mi">0</span><span·class="p">])</span>	1856	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[144]:·</span><span·class="n">ser</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">arr</span><span·class="p">[:,</span>·<span·class="mi">0</span><span·class="p">])</span>

1857	<span·class="gp">In·[145]:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.iloc[indexer]	1857	<span·class="gp">In·[145]:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.iloc[indexer]
1858	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.take(indexer)	1858	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.take(indexer)
1859	<span·class="gp">···.....:·</span>	1859	<span·class="gp">···.....:·</span>
1860	<span·class="go">182·us·+-·~~3.5~~1·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1860	<span·class="go">165·us·+-·4·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1861	<span·class="go">137·us·+-·~~837~~·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1861	<span·class="go">129·us·+-·688·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1862	</pre></div>	1862	</pre></div>
1863	</div>	1863	</div>
1864	</section>	1864	</section>
1865	<section·id="index-types">	1865	<section·id="index-types">
1866	<span·id="advanced-index-types"></span><h2>Index·types<a·class="headerlink"·href="#index-types"·title="Link·to·this·heading">#</a></h2>	1866	<span·id="advanced-index-types"></span><h2>Index·types<a·class="headerlink"·href="#index-types"·title="Link·to·this·heading">#</a></h2>
1867	<p>We·have·discussed·<code·class="docutils·literal·notranslate"><span·class="pre">MultiIndex</span></code>·in·the·previous·sections·pretty·extensively.	1867	<p>We·have·discussed·<code·class="docutils·literal·notranslate"><span·class="pre">MultiIndex</span></code>·in·the·previous·sections·pretty·extensively.
1868	Documentation·about·<code·class="docutils·literal·notranslate"><span·class="pre">DatetimeIndex</span></code>·and·<code·class="docutils·literal·notranslate"><span·class="pre">PeriodIndex</span></code>·are·shown·<a·class="reference·internal"·href="timeseries.html#timeseries-overview"><span·class="std·std-ref">here</span></a>,	1868	Documentation·about·<code·class="docutils·literal·notranslate"><span·class="pre">DatetimeIndex</span></code>·and·<code·class="docutils·literal·notranslate"><span·class="pre">PeriodIndex</span></code>·are·shown·<a·class="reference·internal"·href="timeseries.html#timeseries-overview"><span·class="std·std-ref">here</span></a>,


Offset 1245, 23 lines modified		Offset 1245, 23 lines modified
1245	In·[141]:·indexer·=·np.arange(10000)	1245	In·[141]:·indexer·=·np.arange(10000)

1246	In·[142]:·random.shuffle(indexer)	1246	In·[142]:·random.shuffle(indexer)

1247	In·[143]:·%timeit·arr[indexer]	1247	In·[143]:·%timeit·arr[indexer]
1248	···.....:·%timeit·arr.take(indexer,·axis=0)	1248	···.....:·%timeit·arr.take(indexer,·axis=0)
1249	···.....:	1249	···.....:
1250	196·us·+-·1.53·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1250	197·us·+-·2.16·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1251	79.6·us·+-·1.88·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1251	78.1·us·+-·3.97·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1252	In·[144]:·ser·=·pd.Series(arr[:,·0])	1252	In·[144]:·ser·=·pd.Series(arr[:,·0])

1253	In·[145]:·%timeit·ser.iloc[indexer]	1253	In·[145]:·%timeit·ser.iloc[indexer]
1254	···.....:·%timeit·ser.take(indexer)	1254	···.....:·%timeit·ser.take(indexer)
1255	···.....:	1255	···.....:
1256	182·us·+-·~~3.5~~1·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1256	165·us·+-·4·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1257	137·us·+-·~~837~~·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1257	129·us·+-·688·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1258	\x8\x8\x8\x8\x8·I\x8In\x8nd\x8de\x8ex\x8x·t\x8ty\x8yp\x8pe\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	1258	\x8\x8\x8\x8\x8·I\x8In\x8nd\x8de\x8ex\x8x·t\x8ty\x8yp\x8pe\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
1259	We·have·discussed·MultiIndex·in·the·previous·sections·pretty·extensively.	1259	We·have·discussed·MultiIndex·in·the·previous·sections·pretty·extensively.
1260	Documentation·about·DatetimeIndex·and·PeriodIndex·are·shown·_\x8h_\x8e_\x8r_\x8e,·and	1260	Documentation·about·DatetimeIndex·and·PeriodIndex·are·shown·_\x8h_\x8e_\x8r_\x8e,·and
1261	documentation·about·TimedeltaIndex·is·found·_\x8h_\x8e_\x8r_\x8e.	1261	documentation·about·TimedeltaIndex·is·found·_\x8h_\x8e_\x8r_\x8e.
1262	In·the·following·sub-sections·we·will·highlight·some·other·index·types.	1262	In·the·following·sub-sections·we·will·highlight·some·other·index·types.
1263	\x8\x8\x8\x8·C\x8Ca\x8at\x8te\x8eg\x8go\x8or\x8ri\x8ic\x8ca\x8al\x8lI\x8In\x8nd\x8de\x8ex\x8x_\x8#\x8#·\x8\x8\x8\x8	1263	\x8\x8\x8\x8·C\x8Ca\x8at\x8te\x8eg\x8go\x8or\x8ri\x8ic\x8ca\x8al\x8lI\x8In\x8nd\x8de\x8ex\x8x_\x8#\x8#·\x8\x8\x8\x8
1264	_\x8C_\x8a_\x8t_\x8e_\x8g_\x8o_\x8r_\x8i_\x8c_\x8a_\x8l_\x8I_\x8n_\x8d_\x8e_\x8x·is·a·type·of·index·that·is·useful·for·supporting·indexing·with	1264	_\x8C_\x8a_\x8t_\x8e_\x8g_\x8o_\x8r_\x8i_\x8c_\x8a_\x8l_\x8I_\x8n_\x8d_\x8e_\x8x·is·a·type·of·index·that·is·useful·for·supporting·indexing·with


Offset 110, 31 lines modified		Offset 110, 31 lines modified
110	···...:·····dx·=·(b·-·a)·/·N	110	···...:·····dx·=·(b·-·a)·/·N
111	···...:·····for·i·in·range(N):	111	···...:·····for·i·in·range(N):
112	···...:·········s·+=·f(a·+·i·*·dx)	112	···...:·········s·+=·f(a·+·i·*·dx)
113	···...:·····return·s·*·dx	113	···...:·····return·s·*·dx
114	···...:	114	···...:
115	We·achieve·our·result·by·using·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8a_\x8p_\x8p_\x8l_\x8y_\x8(_\x8)·(row-wise):	115	We·achieve·our·result·by·using·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8a_\x8p_\x8p_\x8l_\x8y_\x8(_\x8)·(row-wise):
116	In·[5]:·%timeit·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)	116	In·[5]:·%timeit·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)
117	66.5·ms·+-·199·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	117	81.2·ms·+-·21.2·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
118	Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation·using	118	Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation·using
119	the·_\x8p_\x8r_\x8u_\x8n_\x8·_\x8i_\x8p_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8m_\x8a_\x8g_\x8i_\x8c_\x8·_\x8f_\x8u_\x8n_\x8c_\x8t_\x8i_\x8o_\x8n:	119	the·_\x8p_\x8r_\x8u_\x8n_\x8·_\x8i_\x8p_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8m_\x8a_\x8g_\x8i_\x8c_\x8·_\x8f_\x8u_\x8n_\x8c_\x8t_\x8i_\x8o_\x8n:
120	#·most·time·consuming·4·calls	120	#·most·time·consuming·4·calls
121	In·[6]:·%prun·-l·4·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),	121	In·[6]:·%prun·-l·4·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),
122	axis=1)··#·noqa·E999	122	axis=1)··#·noqa·E999
123	·········605946·function·calls·(605928·primitive·calls)·in·0.214·seconds	123	·········605946·function·calls·(605928·primitive·calls)·in·0.228·seconds

124	···Ordered·by:·internal·time	124	···Ordered·by:·internal·time
125	···List·reduced·from·159·to·4·due·to·restriction·<4>	125	···List·reduced·from·159·to·4·due·to·restriction·<4>

126	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)	126	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)
127	·····1000····0.131····0.000····0.~~189~~····0.000·<ipython-input-4-c2a74e076cf0>:1	127	·····1000····0.137····0.000····0.202····0.000·<ipython-input-4-c2a74e076cf0>:1
128	(integrate_f)	128	(integrate_f)
129	···552423····0.058····0.000····0.058····0.000·<ipython-input-3-c138bdd570e3>:1	129	···552423····0.065····0.000····0.065····0.000·<ipython-input-3-c138bdd570e3>:1
130	(f)	130	(f)
131	·····3000····0.004····0.000····0.016····0.000·series.py:1095(__getitem__)	131	·····3000····0.004····0.000····0.017····0.000·series.py:1095(__getitem__)
132	·····3000····0.003····0.000····0.007····0.000·series.py:1220(_get_value)	132	·····3000····0.003····0.000····0.007····0.000·series.py:1220(_get_value)
133	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence	133	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence
134	we’ll·concentrate·our·efforts·cythonizing·these·two·functions.	134	we’ll·concentrate·our·efforts·cythonizing·these·two·functions.
135	\x8\x8\x8\x8·P\x8Pl\x8la\x8ai\x8in\x8n·C\x8Cy\x8yt\x8th\x8ho\x8on\x8n_\x8#\x8#·\x8\x8\x8\x8	135	\x8\x8\x8\x8·P\x8Pl\x8la\x8ai\x8in\x8n·C\x8Cy\x8yt\x8th\x8ho\x8on\x8n_\x8#\x8#·\x8\x8\x8\x8
136	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:	136	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:
137	In·[7]:·%load_ext·Cython	137	In·[7]:·%load_ext·Cython
138	Now,·let’s·simply·copy·our·functions·over·to·Cython:	138	Now,·let’s·simply·copy·our·functions·over·to·Cython:
Offset 146, 15 lines modified		Offset 146, 15 lines modified
146	···...:·····dx·=·(b·-·a)·/·N	146	···...:·····dx·=·(b·-·a)·/·N
147	···...:·····for·i·in·range(N):	147	···...:·····for·i·in·range(N):
148	···...:·········s·+=·f_plain(a·+·i·*·dx)	148	···...:·········s·+=·f_plain(a·+·i·*·dx)
149	···...:·····return·s·*·dx	149	···...:·····return·s·*·dx
150	···...:	150	···...:
151	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),	151	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),
152	axis=1)	152	axis=1)
153	71.3·ms·+-·3~~3.2~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	153	74.3·ms·+-·916·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
154	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-	154	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-
155	third.	155	third.
156	\x8\x8\x8\x8·D\x8De\x8ec\x8cl\x8la\x8ar\x8ri\x8in\x8ng\x8g·C\x8C·t\x8ty\x8yp\x8pe\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8	156	\x8\x8\x8\x8·D\x8De\x8ec\x8cl\x8la\x8ar\x8ri\x8in\x8ng\x8g·C\x8C·t\x8ty\x8yp\x8pe\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8
157	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and	157	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and
158	cpdef·to·improve·performance:	158	cpdef·to·improve·performance:
159	In·[10]:·%%cython	159	In·[10]:·%%cython
160	···....:·cdef·double·f_typed(double·x)·except?·-2:	160	···....:·cdef·double·f_typed(double·x)·except?·-2:
Offset 166, 15 lines modified		Offset 166, 15 lines modified
166	···....:·····dx·=·(b·-·a)·/·N	166	···....:·····dx·=·(b·-·a)·/·N
167	···....:·····for·i·in·range(N):	167	···....:·····for·i·in·range(N):
168	···....:·········s·+=·f_typed(a·+·i·*·dx)	168	···....:·········s·+=·f_typed(a·+·i·*·dx)
169	···....:·····return·s·*·dx	169	···....:·····return·s·*·dx
170	···....:	170	···....:
171	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),	171	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),
172	axis=1)	172	axis=1)
173	8.55·ms·+-·13.8·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	173	8.48·ms·+-·18.5·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
174	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance	174	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance
175	improvement·compared·to·the·original·Python·implementation.	175	improvement·compared·to·the·original·Python·implementation.
176	\x8\x8\x8\x8·U\x8Us\x8si\x8in\x8ng\x8g·n\x8nd\x8da\x8ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8	176	\x8\x8\x8\x8·U\x8Us\x8si\x8in\x8ng\x8g·n\x8nd\x8da\x8ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8
177	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling	177	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling
178	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).	178	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).
179	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an	179	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an
180	np.ndarray.	180	np.ndarray.
Offset 235, 15 lines modified		Offset 235, 15 lines modified
235	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of	235	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of
236	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in	236	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in
237	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.	237	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.
238	Since·apply_integrate_f·is·typed·to·accept·an·np.ndarray,·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s_\x8._\x8t_\x8o_\x8__\x8n_\x8u_\x8m_\x8p_\x8y_\x8(_\x8)	238	Since·apply_integrate_f·is·typed·to·accept·an·np.ndarray,·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s_\x8._\x8t_\x8o_\x8__\x8n_\x8u_\x8m_\x8p_\x8y_\x8(_\x8)
239	calls·are·needed·to·utilize·this·function.	239	calls·are·needed·to·utilize·this·function.
240	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df	240	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df
241	["N"].to_numpy())	241	["N"].to_numpy())
242	1.15·ms·+-·~~308~~·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	242	1.15·ms·+-·1.94·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
243	Performance·has·improved·from·the·prior·implementation·by·almost·ten·times.	243	Performance·has·improved·from·the·prior·implementation·by·almost·ten·times.
244	\x8\x8\x8\x8·D\x8Di\x8is\x8sa\x8ab\x8bl\x8li\x8in\x8ng\x8g·c\x8co\x8om\x8mp\x8pi\x8il\x8le\x8er\x8r·d\x8di\x8ir\x8re\x8ec\x8ct\x8ti\x8iv\x8ve\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8	244	\x8\x8\x8\x8·D\x8Di\x8is\x8sa\x8ab\x8bl\x8li\x8in\x8ng\x8g·c\x8co\x8om\x8mp\x8pi\x8il\x8le\x8er\x8r·d\x8di\x8ir\x8re\x8ec\x8ct\x8ti\x8iv\x8ve\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8
245	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s	245	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s
246	boundscheck·and·wraparound·checks·can·yield·more·performance.	246	boundscheck·and·wraparound·checks·can·yield·more·performance.
247	In·[15]:·%prun·-l·4·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),	247	In·[15]:·%prun·-l·4·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),
248	df["N"].to_numpy())	248	df["N"].to_numpy())
249	·········78·function·calls·in·0.001·seconds	249	·········78·function·calls·in·0.001·seconds
Offset 298, 15 lines modified		Offset 298, 15 lines modified
298	/usr/lib/aarch64-linux-gnu/python3-numpy/numpy/_core/include/numpy/	298	/usr/lib/aarch64-linux-gnu/python3-numpy/numpy/_core/include/numpy/
299	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,	299	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,
300	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]	300	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]
301	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\	301	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\
302	······\|··^~~~~~~	302	······\|··^~~~~~~
303	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),	303	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),
304	df["N"].to_numpy())	304	df["N"].to_numpy())
305	813·us·+-·5~~4.9~~·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	305	814·us·+-·182·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
306	However,·a·loop·indexer·i·accessing·an·invalid·location·in·an·array·would·cause	306	However,·a·loop·indexer·i·accessing·an·invalid·location·in·an·array·would·cause
307	a·segfault·because·memory·access·isn’t·checked.·For·more·about·boundscheck·and	307	a·segfault·because·memory·access·isn’t·checked.·For·more·about·boundscheck·and
308	wraparound,·see·the·Cython·docs·on·_\x8c_\x8o_\x8m_\x8p_\x8i_\x8l_\x8e_\x8r_\x8·_\x8d_\x8i_\x8r_\x8e_\x8c_\x8t_\x8i_\x8v_\x8e_\x8s.	308	wraparound,·see·the·Cython·docs·on·_\x8c_\x8o_\x8m_\x8p_\x8i_\x8l_\x8e_\x8r_\x8·_\x8d_\x8i_\x8r_\x8e_\x8c_\x8t_\x8i_\x8v_\x8e_\x8s.
309	\x8\x8\x8\x8\x8·N\x8Nu\x8um\x8mb\x8ba\x8a·(\x8(J\x8JI\x8IT\x8T·c\x8co\x8om\x8mp\x8pi\x8il\x8la\x8at\x8ti\x8io\x8on\x8n)\x8)_\x8#\x8#·\x8\x8\x8\x8\x8	309	\x8\x8\x8\x8\x8·N\x8Nu\x8um\x8mb\x8ba\x8a·(\x8(J\x8JI\x8IT\x8T·c\x8co\x8om\x8mp\x8pi\x8il\x8la\x8at\x8ti\x8io\x8on\x8n)\x8)_\x8#\x8#·\x8\x8\x8\x8\x8
310	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-	310	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-
311	time·(JIT)·compiler·with·_\x8N_\x8u_\x8m_\x8b_\x8a.	311	time·(JIT)·compiler·with·_\x8N_\x8u_\x8m_\x8b_\x8a.
312	Numba·allows·you·to·write·a·pure·Python·function·which·can·be·JIT·compiled·to	312	Numba·allows·you·to·write·a·pure·Python·function·which·can·be·JIT·compiled·to
Offset 609, 17 lines modified		Offset 609, 17 lines modified
609	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance	609	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance
610	improvements·compared·to·standard·Python·syntax·for·large·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e.·This	610	improvements·compared·to·standard·Python·syntax·for·large·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e.·This
611	engine·requires·the·optional·dependency·numexpr·to·be·installed.	611	engine·requires·the·optional·dependency·numexpr·to·be·installed.
612	The·'python'·engine·is·generally·n\x8no\x8ot\x8t·useful·except·for·testing·other·evaluation	612	The·'python'·engine·is·generally·n\x8no\x8ot\x8t·useful·except·for·testing·other·evaluation
613	engines·against·it.·You·will·achieve·n\x8no\x8o·performance·benefits·using·_\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·with	613	engines·against·it.·You·will·achieve·n\x8no\x8o·performance·benefits·using·_\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·with
614	engine='python'·and·may·incur·a·performance·hit.	614	engine='python'·and·may·incur·a·performance·hit.
615	In·[40]:·%timeit·df1·+·df2·+·df3·+·df4	615	In·[40]:·%timeit·df1·+·df2·+·df3·+·df4
616	9.27·ms·+-·~~125~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	616	8.69·ms·+-·338·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
617	In·[41]:·%timeit·pd.eval("df1·+·df2·+·df3·+·df4",·engine="python")	617	In·[41]:·%timeit·pd.eval("df1·+·df2·+·df3·+·df4",·engine="python")
618	11.5·ms·+-·61.9·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	618	11.6·ms·+-·166·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
619	\x8\x8\x8\x8·T\x8Th\x8he\x8e·_\x8D\x8D_\x8a\x8a_\x8t\x8t_\x8a\x8a_\x8F\x8F_\x8r\x8r_\x8a\x8a_\x8m\x8m_\x8e\x8e_\x8.\x8._\x8e\x8e_\x8v\x8v_\x8a\x8a_\x8l\x8l_\x8(\x8(_\x8)\x8)·m\x8me\x8et\x8th\x8ho\x8od\x8d_\x8#\x8#·\x8\x8\x8\x8	619	\x8\x8\x8\x8·T\x8Th\x8he\x8e·_\x8D\x8D_\x8a\x8a_\x8t\x8t_\x8a\x8a_\x8F\x8F_\x8r\x8r_\x8a\x8a_\x8m\x8m_\x8e\x8e_\x8.\x8._\x8e\x8e_\x8v\x8v_\x8a\x8a_\x8l\x8l_\x8(\x8(_\x8)\x8)·m\x8me\x8et\x8th\x8ho\x8od\x8d_\x8#\x8#·\x8\x8\x8\x8
620	In·addition·to·the·top·level·_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·function·you·can·also·evaluate·an	620	In·addition·to·the·top·level·_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·function·you·can·also·evaluate·an
621	expression·in·the·“context”·of·a·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e.	621	expression·in·the·“context”·of·a·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e.
622	In·[42]:·df·=·pd.DataFrame(np.random.randn(5,·2),·columns=["a",·"b"])	622	In·[42]:·df·=·pd.DataFrame(np.random.randn(5,·2),·columns=["a",·"b"])

623	In·[43]:·df.eval("a·+·b")	623	In·[43]:·df.eval("a·+·b")
624	Out[43]:	624	Out[43]:
Offset 716, 29 lines modified		Offset 716, 29 lines modified
716	_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·works·well·with·expressions·containing·large·arrays.	716	_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·works·well·with·expressions·containing·large·arrays.
717	In·[58]:·nrows,·ncols·=·20000,·100	717	In·[58]:·nrows,·ncols·=·20000,·100

718	In·[59]:·df1,·df2,·df3,·df4·=·[pd.DataFrame(np.random.randn(nrows,·ncols))·for	718	In·[59]:·df1,·df2,·df3,·df4·=·[pd.DataFrame(np.random.randn(nrows,·ncols))·for
719	_·in·range(4)]	719	_·in·range(4)]
720	_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·arithmetic:	720	_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·arithmetic:
721	In·[60]:·%timeit·df1·+·df2·+·df3·+·df4	721	In·[60]:·%timeit·df1·+·df2·+·df3·+·df4
722	8.79·ms·+-·1~~9.4~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	722	9.09·ms·+-·259·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
723	In·[61]:·%timeit·pd.eval("df1·+·df2·+·df3·+·df4")	723	In·[61]:·%timeit·pd.eval("df1·+·df2·+·df3·+·df4")
724	6.57·ms·+-·234·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	724	7.08·ms·+-·216·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
725	_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·comparison:	725	_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·comparison:
726	In·[62]:·%timeit·(df1·>·0)·&·(df2·>·0)·&·(df3·>·0)·&·(df4·>·0)	726	In·[62]:·%timeit·(df1·>·0)·&·(df2·>·0)·&·(df3·>·0)·&·(df4·>·0)
727	10.5·ms·+-·311·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	727	11.1·ms·+-·73.8·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
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Offset 1086, 16 lines modified		Offset 1086, 16 lines modified
1086	<span·class="gp">···....:·</span><span·class="n">files</span>·<span·class="o">=</span>·<span·class="n">pathlib</span><span·class="o">.</span><span·class="n">Path</span><span·class="p">(</span><span·class="s2">"data/timeseries/"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">glob</span><span·class="p">(</span><span·class="s2">"ts*.parquet"</span><span·class="p">)</span>	1086	<span·class="gp">···....:·</span><span·class="n">files</span>·<span·class="o">=</span>·<span·class="n">pathlib</span><span·class="o">.</span><span·class="n">Path</span><span·class="p">(</span><span·class="s2">"data/timeseries/"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">glob</span><span·class="p">(</span><span·class="s2">"ts*.parquet"</span><span·class="p">)</span>
1087	<span·class="gp">···....:·</span><span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">dtype</span><span·class="o">=</span><span·class="nb">int</span><span·class="p">)</span>	1087	<span·class="gp">···....:·</span><span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">dtype</span><span·class="o">=</span><span·class="nb">int</span><span·class="p">)</span>
1088	<span·class="gp">···....:·</span><span·class="k">for</span>·<span·class="n">path</span>·<span·class="ow">in</span>·<span·class="n">files</span><span·class="p">:</span>	1088	<span·class="gp">···....:·</span><span·class="k">for</span>·<span·class="n">path</span>·<span·class="ow">in</span>·<span·class="n">files</span><span·class="p">:</span>
1089	<span·class="gp">···....:·</span>····<span·class="n">df</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">read_parquet</span><span·class="p">(</span><span·class="n">path</span><span·class="p">)</span>	1089	<span·class="gp">···....:·</span>····<span·class="n">df</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">read_parquet</span><span·class="p">(</span><span·class="n">path</span><span·class="p">)</span>
1090	<span·class="gp">···....:·</span>····<span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">counts</span><span·class="o">.</span><span·class="n">add</span><span·class="p">(</span><span·class="n">df</span><span·class="p">[</span><span·class="s2">"name"</span><span·class="p">]</span><span·class="o">.</span><span·class="n">value_counts</span><span·class="p">(),</span>·<span·class="n">fill_value</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span>	1090	<span·class="gp">···....:·</span>····<span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">counts</span><span·class="o">.</span><span·class="n">add</span><span·class="p">(</span><span·class="n">df</span><span·class="p">[</span><span·class="s2">"name"</span><span·class="p">]</span><span·class="o">.</span><span·class="n">value_counts</span><span·class="p">(),</span>·<span·class="n">fill_value</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span>
1091	<span·class="gp">···....:·</span><span·class="n">counts</span><span·class="o">.</span><span·class="n">astype</span><span·class="p">(</span><span·class="nb">int</span><span·class="p">)</span>	1091	<span·class="gp">···....:·</span><span·class="n">counts</span><span·class="o">.</span><span·class="n">astype</span><span·class="p">(</span><span·class="nb">int</span><span·class="p">)</span>
1092	<span·class="gp">···....:·</span>	1092	<span·class="gp">···....:·</span>
1093	<span·class="go">CPU·times:·user·445·us,·sys:·195·us,·total:·640·us</span>	1093	<span·class="go">CPU·times:·user·424·us,·sys:·190·us,·total:·614·us</span>
1094	<span·class="go">Wall·time:·649·us</span>	1094	<span·class="go">Wall·time:·622·us</span>
1095	<span·class="gh">Out[32]:·</span><span·class="go">Series([],·dtype:·int64)</span>	1095	<span·class="gh">Out[32]:·</span><span·class="go">Series([],·dtype:·int64)</span>
1096	</pre></div>	1096	</pre></div>
1097	</div>	1097	</div>
1098	<p>Some·readers,·like·<a·class="reference·internal"·href="../reference/api/pandas.read_csv.html#pandas.read_csv"·title="pandas.read_csv"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">pandas.read_csv()</span></code></a>,·offer·parameters·to·control·the	1098	<p>Some·readers,·like·<a·class="reference·internal"·href="../reference/api/pandas.read_csv.html#pandas.read_csv"·title="pandas.read_csv"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">pandas.read_csv()</span></code></a>,·offer·parameters·to·control·the
1099	<code·class="docutils·literal·notranslate"><span·class="pre">chunksize</span></code>·when·reading·a·single·file.</p>	1099	<code·class="docutils·literal·notranslate"><span·class="pre">chunksize</span></code>·when·reading·a·single·file.</p>
1100	<p>Manually·chunking·is·an·OK·option·for·workflows·that·don’t	1100	<p>Manually·chunking·is·an·OK·option·for·workflows·that·don’t
1101	require·too·sophisticated·of·operations.·Some·operations,·like·<a·class="reference·internal"·href="../reference/api/pandas.DataFrame.groupby.html#pandas.DataFrame.groupby"·title="pandas.DataFrame.groupby"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">pandas.DataFrame.groupby()</span></code></a>,·are	1101	require·too·sophisticated·of·operations.·Some·operations,·like·<a·class="reference·internal"·href="../reference/api/pandas.DataFrame.groupby.html#pandas.DataFrame.groupby"·title="pandas.DataFrame.groupby"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">pandas.DataFrame.groupby()</span></code></a>,·are


Offset 644, 16 lines modified		Offset 644, 16 lines modified
644	···....:·files·=·pathlib.Path("data/timeseries/").glob("ts*.parquet")	644	···....:·files·=·pathlib.Path("data/timeseries/").glob("ts*.parquet")
645	···....:·counts·=·pd.Series(dtype=int)	645	···....:·counts·=·pd.Series(dtype=int)
646	···....:·for·path·in·files:	646	···....:·for·path·in·files:
647	···....:·····df·=·pd.read_parquet(path)	647	···....:·····df·=·pd.read_parquet(path)
648	···....:·····counts·=·counts.add(df["name"].value_counts(),·fill_value=0)	648	···....:·····counts·=·counts.add(df["name"].value_counts(),·fill_value=0)
649	···....:·counts.astype(int)	649	···....:·counts.astype(int)
650	···....:	650	···....:
651	CPU·times:·user·445·us,·sys:·195·us,·total:·640·us	651	CPU·times:·user·424·us,·sys:·190·us,·total:·614·us
652	Wall·time:·649·us	652	Wall·time:·622·us
653	Out[32]:·Series([],·dtype:·int64)	653	Out[32]:·Series([],·dtype:·int64)
654	Some·readers,·like·_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8r_\x8e_\x8a_\x8d_\x8__\x8c_\x8s_\x8v_\x8(_\x8),·offer·parameters·to·control·the·chunksize	654	Some·readers,·like·_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8r_\x8e_\x8a_\x8d_\x8__\x8c_\x8s_\x8v_\x8(_\x8),·offer·parameters·to·control·the·chunksize
655	when·reading·a·single·file.	655	when·reading·a·single·file.
656	Manually·chunking·is·an·OK·option·for·workflows·that·don’t·require·too	656	Manually·chunking·is·an·OK·option·for·workflows·that·don’t·require·too
657	sophisticated·of·operations.·Some·operations,·like·_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8g_\x8r_\x8o_\x8u_\x8p_\x8b_\x8y_\x8(_\x8),	657	sophisticated·of·operations.·Some·operations,·like·_\x8p_\x8a_\x8n_\x8d_\x8a_\x8s_\x8._\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8g_\x8r_\x8o_\x8u_\x8p_\x8b_\x8y_\x8(_\x8),
658	are·much·harder·to·do·chunkwise.·In·these·cases,·you·may·be·better·switching·to	658	are·much·harder·to·do·chunkwise.·In·these·cases,·you·may·be·better·switching·to
659	a·different·library·that·implements·these·out-of-core·algorithms·for·you.	659	a·different·library·that·implements·these·out-of-core·algorithms·for·you.


Offset 39, 18 lines modified		Offset 39, 18 lines modified
39	············]	39	············]
40	········},	40	········},
41	········{	41	········{
42	············"cell_type":·"code",	42	············"cell_type":·"code",
43	············"execution_count":·1,	43	············"execution_count":·1,
44	············"metadata":·{	44	············"metadata":·{
45	················"execution":·{	45	················"execution":·{
46	····················"iopub.execute_input":·"2025-05-16T23:00:23.~~687784~~Z",	46	····················"iopub.execute_input":·"2026-06-19T06:21:07.336316Z",
47	····················"iopub.status.busy":·"2025-05-16T23:00:23.~~687308~~Z",	47	····················"iopub.status.busy":·"2026-06-19T06:21:07.335829Z",
48	····················"iopub.status.idle":·"2025-05-16T23:00:24.~~11770~~9Z",	48	····················"iopub.status.idle":·"2026-06-19T06:21:07.754639Z",
49	····················"shell.execute_reply":·"2025-05-16T23:00:24.~~116783~~Z"	49	····················"shell.execute_reply":·"2026-06-19T06:21:07.753665Z"
50	················},	50	················},
51	················"nbsphinx":·"hidden"	51	················"nbsphinx":·"hidden"
52	············},	52	············},
53	············"outputs":·[],	53	············"outputs":·[],
54	············"source":·[	54	············"source":·[
55	················"import·matplotlib.pyplot\n",	55	················"import·matplotlib.pyplot\n",
56	················"#·We·have·this·here·to·trigger·matplotlib's·font·cache·stuff.\n",	56	················"#·We·have·this·here·to·trigger·matplotlib's·font·cache·stuff.\n",
Offset 77, 36 lines modified		Offset 77, 36 lines modified
77	············]	77	············]
78	········},	78	········},
79	········{	79	········{
80	············"cell_type":·"code",	80	············"cell_type":·"code",
81	············"execution_count":·2,	81	············"execution_count":·2,
82	············"metadata":·{	82	············"metadata":·{
83	················"execution":·{	83	················"execution":·{
84	····················"iopub.execute_input":·"2025-05-16T23:00:24.~~121~~390Z",	84	····················"iopub.execute_input":·"2026-06-19T06:21:07.758382Z",
85	····················"iopub.status.busy":·"2025-05-16T23:00:24.~~121~~043Z",	85	····················"iopub.status.busy":·"2026-06-19T06:21:07.758023Z",
86	····················"iopub.status.idle":·"2025-05-16T23:00:24.~~45591~~6Z",	86	····················"iopub.status.idle":·"2026-06-19T06:21:08.081506Z",
87	····················"shell.execute_reply":·"2025-05-16T23:00:24.~~454966~~Z"	87	····················"shell.execute_reply":·"2026-06-19T06:21:08.080558Z"
88	················}	88	················}
89	············},	89	············},
90	············"outputs":·[],	90	············"outputs":·[],
91	············"source":·[	91	············"source":·[
92	················"import·pandas·as·pd\n",	92	················"import·pandas·as·pd\n",
93	················"import·numpy·as·np\n",	93	················"import·numpy·as·np\n",
94	················"import·matplotlib·as·mpl\n"	94	················"import·matplotlib·as·mpl\n"
95	············]	95	············]
96	········},	96	········},
97	········{	97	········{
98	············"cell_type":·"code",	98	············"cell_type":·"code",
99	············"execution_count":·3,	99	············"execution_count":·3,
100	············"metadata":·{	100	············"metadata":·{
101	················"execution":·{	101	················"execution":·{
102	····················"iopub.execute_input":·"2025-05-16T23:00:24.~~459391~~Z",	102	····················"iopub.execute_input":·"2026-06-19T06:21:08.085210Z",
103	····················"iopub.status.busy":·"2025-05-16T23:00:24.~~459018~~Z",	103	····················"iopub.status.busy":·"2026-06-19T06:21:08.084850Z",
104	····················"iopub.status.idle":·"2025-05-16T23:00:24.~~512061~~Z",	104	····················"iopub.status.idle":·"2026-06-19T06:21:08.137535Z",
105	····················"shell.execute_reply":·"2025-05-16T23:00:24.~~511~~121Z"	105	····················"shell.execute_reply":·"2026-06-19T06:21:08.136198Z"
106	················},	106	················},
107	················"nbsphinx":·"hidden"	107	················"nbsphinx":·"hidden"
108	············},	108	············},
109	············"outputs":·[],	109	············"outputs":·[],
110	············"source":·[	110	············"source":·[
111	················"#·For·reproducibility·-·this·doesn't·respect·uuid_len·or·positionally-passed·uuid·but·the·places·here·that·use·that·coincidentally·bypass·this·anyway\n",	111	················"#·For·reproducibility·-·this·doesn't·respect·uuid_len·or·positionally-passed·uuid·but·the·places·here·that·use·that·coincidentally·bypass·this·anyway\n",
112	················"from·pandas.io.formats.style·import·Styler\n",	112	················"from·pandas.io.formats.style·import·Styler\n",
Offset 123, 18 lines modified		Offset 123, 18 lines modified
123	············]	123	············]
124	········},	124	········},
125	········{	125	········{
126	············"cell_type":·"code",	126	············"cell_type":·"code",
127	············"execution_count":·4,	127	············"execution_count":·4,
128	············"metadata":·{	128	············"metadata":·{
129	················"execution":·{	129	················"execution":·{
130	····················"iopub.execute_input":·"2025-05-16T23:00:24.~~5154~~32Z",	130	····················"iopub.execute_input":·"2026-06-19T06:21:08.142836Z",
131	····················"iopub.status.busy":·"2025-05-16T23:00:24.~~515074~~Z",	131	····················"iopub.status.busy":·"2026-06-19T06:21:08.141453Z",
132	····················"iopub.status.idle":·"2025-05-16T23:00:24.5~~255~~26Z",	132	····················"iopub.status.idle":·"2026-06-19T06:21:08.159762Z",
133	····················"shell.execute_reply":·"2025-05-16T23:00:24.~~524~~700Z"	133	····················"shell.execute_reply":·"2026-06-19T06:21:08.158745Z"
134	················}	134	················}
135	············},	135	············},
136	············"outputs":·[	136	············"outputs":·[
137	················{	137	················{
138	····················"data":·{	138	····················"data":·{
139	························"text/html":·[	139	························"text/html":·[
140	····························"<style·type=\"text/css\">\n",	140	····························"<style·type=\"text/css\">\n",
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193	············]	193	············]
194	········},	194	········},
195	········{	195	········{
196	············"cell_type":·"code",	196	············"cell_type":·"code",
197	············"execution_count":·5,	197	············"execution_count":·5,
198	············"metadata":·{	198	············"metadata":·{
199	················"execution":·{	199	················"execution":·{
200	····················"iopub.execute_input":·"2025-05-16T23:00:24.~~599937~~Z",	200	····················"iopub.execute_input":·"2026-06-19T06:21:08.228196Z",
201	····················"iopub.status.busy":·"2025-05-16T23:00:24.~~599662~~Z",	201	····················"iopub.status.busy":·"2026-06-19T06:21:08.227931Z",
202	····················"iopub.status.idle":·"2025-05-16T23:00:24.~~61693~~2Z",	202	····················"iopub.status.idle":·"2026-06-19T06:21:08.240062Z",
203	····················"shell.execute_reply":·"2025-05-16T23:00:24.~~615~~381Z"	203	····················"shell.execute_reply":·"2026-06-19T06:21:08.239388Z"
204	················}	204	················}
205	············},	205	············},
206	············"outputs":·[	206	············"outputs":·[
207	················{	207	················{
208	····················"data":·{	208	····················"data":·{
209	························"text/html":·[	209	························"text/html":·[
210	····························"<div>\n",	210	····························"<div>\n",
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327	············]	327	············]
328	········},	328	········},
329	········{	329	········{
330	············"cell_type":·"code",	330	············"cell_type":·"code",
331	············"execution_count":·6,	331	············"execution_count":·6,
332	············"metadata":·{	332	············"metadata":·{
333	················"execution":·{	333	················"execution":·{
334	····················"iopub.execute_input":·"2025-05-16T23:00:24.~~620777~~Z",	334	····················"iopub.execute_input":·"2026-06-19T06:21:08.243309Z",
335	····················"iopub.status.busy":·"2025-05-16T23:00:24.620387Z",	335	····················"iopub.status.busy":·"2026-06-19T06:21:08.243041Z",
336	····················"iopub.status.idle":·"2025-05-16T23:00:24.~~638994~~Z",	336	····················"iopub.status.idle":·"2026-06-19T06:21:08.255502Z",
337	····················"shell.execute_reply":·"2025-05-16T23:00:24.~~637147~~Z"	337	····················"shell.execute_reply":·"2026-06-19T06:21:08.254606Z"
338	················}	338	················}
339	············},	339	············},
340	············"outputs":·[	340	············"outputs":·[
341	················{	341	················{
342	····················"data":·{	342	····················"data":·{
343	························"text/html":·[	343	························"text/html":·[
344	····························"<style·type=\"text/css\">\n",	344	····························"<style·type=\"text/css\">\n",
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448	············]	448	············]
449	········},	449	········},
450	········{	450	········{
451	············"cell_type":·"code",	451	············"cell_type":·"code",
452	············"execution_count":·7,	452	············"execution_count":·7,
453	············"metadata":·{	453	············"metadata":·{
454	················"execution":·{	454	················"execution":·{
455	····················"iopub.execute_input":·"2025-05-16T23:00:24.~~643693~~Z",	455	····················"iopub.execute_input":·"2026-06-19T06:21:08.259237Z",
456	····················"iopub.status.busy":·"2025-05-16T23:00:24.~~643257~~Z",	456	····················"iopub.status.busy":·"2026-06-19T06:21:08.258971Z",
457	····················"iopub.status.idle":·"2025-05-16T23:00:24.~~656191~~Z",	457	····················"iopub.status.idle":·"2026-06-19T06:21:08.268386Z",
458	····················"shell.execute_reply":·"2025-05-16T23:00:24.~~65488~~5Z"	458	····················"shell.execute_reply":·"2026-06-19T06:21:08.267065Z"
459	················}	459	················}
460	············},	460	············},
461	············"outputs":·[	461	············"outputs":·[
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Offset 1613, 20 lines modified		Offset 1613, 20 lines modified
1613	<span·class="gp">In·[94]:·</span><span·class="n">df1</span><span·class="p">,</span>·<span·class="n">df2</span><span·class="p">,</span>·<span·class="n">df3</span><span·class="p">,</span>·<span·class="n">df4</span>·<span·class="o">=</span>·<span·class="p">[</span><span·class="n">pd</span><span·class="o">.</span><span·class="n">DataFrame</span><span·class="p">(</span><span·class="n">np</span><span·class="o">.</span><span·class="n">random</span><span·class="o">.</span><span·class="n">randn</span><span·class="p">(</span><span·class="n">nrows</span><span·class="p">,</span>·<span·class="n">ncols</span><span·class="p">))</span>	1613	<span·class="gp">In·[94]:·</span><span·class="n">df1</span><span·class="p">,</span>·<span·class="n">df2</span><span·class="p">,</span>·<span·class="n">df3</span><span·class="p">,</span>·<span·class="n">df4</span>·<span·class="o">=</span>·<span·class="p">[</span><span·class="n">pd</span><span·class="o">.</span><span·class="n">DataFrame</span><span·class="p">(</span><span·class="n">np</span><span·class="o">.</span><span·class="n">random</span><span·class="o">.</span><span·class="n">randn</span><span·class="p">(</span><span·class="n">nrows</span><span·class="p">,</span>·<span·class="n">ncols</span><span·class="p">))</span>
1614	<span·class="gp">···....:·</span>······················<span·class="k">for</span>·<span·class="n">_</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="mi">4</span><span·class="p">)]</span>	1614	<span·class="gp">···....:·</span>······················<span·class="k">for</span>·<span·class="n">_</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="mi">4</span><span·class="p">)]</span>
1615	<span·class="gp">···....:·</span>	1615	<span·class="gp">···....:·</span>
1616	</pre></div>	1616	</pre></div>
1617	</div>	1617	</div>
1618	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·eval·with·NumExpr·backend</span>	1618	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·eval·with·NumExpr·backend</span>
1619	<span·class="gp">In·[95]:·</span><span·class="o">%</span><span·class="k">timeit</span>·pd.eval('df1·+·df2·+·df3·+·df4')	1619	<span·class="gp">In·[95]:·</span><span·class="o">%</span><span·class="k">timeit</span>·pd.eval('df1·+·df2·+·df3·+·df4')
1620	<span·class="go">6.54·ms·+-·5~~9.5~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>	1620	<span·class="go">6.74·ms·+-·311·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>
1621	</pre></div>	1621	</pre></div>
1622	</div>	1622	</div>
1623	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·pure·Python·evaluation</span>	1623	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·pure·Python·evaluation</span>
1624	<span·class="gp">In·[96]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df1·+·df2·+·df3·+·df4	1624	<span·class="gp">In·[96]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df1·+·df2·+·df3·+·df4
1625	<span·class="go">4.03·ms·+-·5~~7.3~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>	1625	<span·class="go">4.4·ms·+-·315·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>
1626	</pre></div>	1626	</pre></div>
1627	</div>	1627	</div>
1628	<p>For·more·details,·see·the·<a·class="reference·internal"·href="../user_guide/enhancingperf.html#enhancingperf-eval"><span·class="std·std-ref">the·docs</span></a></p>	1628	<p>For·more·details,·see·the·<a·class="reference·internal"·href="../user_guide/enhancingperf.html#enhancingperf-eval"><span·class="std·std-ref">the·docs</span></a></p>
1629	</li>	1629	</li>
1630	<li><p>Similar·to·<code·class="docutils·literal·notranslate"><span·class="pre">pandas.eval</span></code>,·<a·class="reference·internal"·href="../reference/api/pandas.DataFrame.html#pandas.DataFrame"·title="pandas.DataFrame"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">DataFrame</span></code></a>·has·a·new	1630	<li><p>Similar·to·<code·class="docutils·literal·notranslate"><span·class="pre">pandas.eval</span></code>,·<a·class="reference·internal"·href="../reference/api/pandas.DataFrame.html#pandas.DataFrame"·title="pandas.DataFrame"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">DataFrame</span></code></a>·has·a·new
1631	<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame.eval</span></code>·method·that·evaluates·an·expression·in·the·context·of	1631	<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame.eval</span></code>·method·that·evaluates·an·expression·in·the·context·of
1632	the·<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame</span></code>.·For·example,</p>	1632	the·<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame</span></code>.·For·example,</p>


Offset 965, 18 lines modified		Offset 965, 18 lines modified

965	······In·[94]:·df1,·df2,·df3,·df4·=·[pd.DataFrame(np.random.randn(nrows,	965	······In·[94]:·df1,·df2,·df3,·df4·=·[pd.DataFrame(np.random.randn(nrows,
966	······ncols))	966	······ncols))
967	·········....:·······················for·_·in·range(4)]	967	·········....:·······················for·_·in·range(4)]
968	·········....:	968	·········....:
969	······#·eval·with·NumExpr·backend	969	······#·eval·with·NumExpr·backend
970	······In·[95]:·%timeit·pd.eval('df1·+·df2·+·df3·+·df4')	970	······In·[95]:·%timeit·pd.eval('df1·+·df2·+·df3·+·df4')
971	······6.54·ms·+-·5~~9.5~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	971	······6.74·ms·+-·311·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
972	······#·pure·Python·evaluation	972	······#·pure·Python·evaluation
973	······In·[96]:·%timeit·df1·+·df2·+·df3·+·df4	973	······In·[96]:·%timeit·df1·+·df2·+·df3·+·df4
974	······4.03·ms·+-·5~~7.3~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	974	······4.4·ms·+-·315·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
975	······For·more·details,·see·the·_\x8t_\x8h_\x8e_\x8·_\x8d_\x8o_\x8c_\x8s	975	······For·more·details,·see·the·_\x8t_\x8h_\x8e_\x8·_\x8d_\x8o_\x8c_\x8s
976	····*·Similar·to·pandas.eval,·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·has·a·new·DataFrame.eval·method·that	976	····*·Similar·to·pandas.eval,·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·has·a·new·DataFrame.eval·method·that
977	······evaluates·an·expression·in·the·context·of·the·DataFrame.·For·example,	977	······evaluates·an·expression·in·the·context·of·the·DataFrame.·For·example,
978	······In·[97]:·df·=·pd.DataFrame(np.random.randn(10,·2),·columns=['a',·'b'])	978	······In·[97]:·df·=·pd.DataFrame(np.random.randn(10,·2),·columns=['a',·'b'])

979	······In·[98]:·df.eval('a·+·b')	979	······In·[98]:·df.eval('a·+·b')
980	······Out[98]:	980	······Out[98]:


Offset 1458, 18 lines modified		Offset 1458, 18 lines modified
1458	</div>	1458	</div>
1459	<div·class="admonition·note">	1459	<div·class="admonition·note">
1460	<p·class="admonition-title">Note</p>	1460	<p·class="admonition-title">Note</p>
1461	<p>If·you·want·to·perform·calculations·based·on·today’s·date,·use·<code·class="docutils·literal·notranslate"><span·class="pre">Timestamp.now()</span></code>·and·<code·class="docutils·literal·notranslate"><span·class="pre">pandas.tseries.offsets</span></code>.</p>	1461	<p>If·you·want·to·perform·calculations·based·on·today’s·date,·use·<code·class="docutils·literal·notranslate"><span·class="pre">Timestamp.now()</span></code>·and·<code·class="docutils·literal·notranslate"><span·class="pre">pandas.tseries.offsets</span></code>.</p>
1462	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[65]:·</span><span·class="kn">import</span>·<span·class="nn">pandas.tseries.offsets</span>·<span·class="k">as</span>·<span·class="nn">offsets</span>	1462	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[65]:·</span><span·class="kn">import</span>·<span·class="nn">pandas.tseries.offsets</span>·<span·class="k">as</span>·<span·class="nn">offsets</span>

1463	<span·class="gp">In·[66]:·</span><span·class="n">pd</span><span·class="o">.</span><span·class="n">Timestamp</span><span·class="o">.</span><span·class="n">now</span><span·class="p">()</span>	1463	<span·class="gp">In·[66]:·</span><span·class="n">pd</span><span·class="o">.</span><span·class="n">Timestamp</span><span·class="o">.</span><span·class="n">now</span><span·class="p">()</span>
1464	<span·class="gh">Out[66]:·</span><span·class="go">Timestamp('2025-05-16·11:01:10.~~883287~~')</span>	1464	<span·class="gh">Out[66]:·</span><span·class="go">Timestamp('2026-06-19·20:21:56.112634')</span>

1465	<span·class="gp">In·[67]:·</span><span·class="n">pd</span><span·class="o">.</span><span·class="n">Timestamp</span><span·class="o">.</span><span·class="n">now</span><span·class="p">()</span>·<span·class="o">+</span>·<span·class="n">offsets</span><span·class="o">.</span><span·class="n">DateOffset</span><span·class="p">(</span><span·class="n">years</span><span·class="o">=</span><span·class="mi">1</span><span·class="p">)</span>	1465	<span·class="gp">In·[67]:·</span><span·class="n">pd</span><span·class="o">.</span><span·class="n">Timestamp</span><span·class="o">.</span><span·class="n">now</span><span·class="p">()</span>·<span·class="o">+</span>·<span·class="n">offsets</span><span·class="o">.</span><span·class="n">DateOffset</span><span·class="p">(</span><span·class="n">years</span><span·class="o">=</span><span·class="mi">1</span><span·class="p">)</span>
1466	<span·class="gh">Out[67]:·</span><span·class="go">Timestamp('2026-05-16·11:01:10.884712')</span>	1466	<span·class="gh">Out[67]:·</span><span·class="go">Timestamp('2027-06-19·20:21:56.114271')</span>
1467	</pre></div>	1467	</pre></div>
1468	</div>	1468	</div>
1469	</div>	1469	</div>
1470	</section>	1470	</section>
1471	</section>	1471	</section>
1472	<section·id="changes-to-index-comparisons">	1472	<section·id="changes-to-index-comparisons">
1473	<h3>Changes·to·Index·comparisons<a·class="headerlink"·href="#changes-to-index-comparisons"·title="Link·to·this·heading">#</a></h3>	1473	<h3>Changes·to·Index·comparisons<a·class="headerlink"·href="#changes-to-index-comparisons"·title="Link·to·this·heading">#</a></h3>


Offset 814, 18 lines modified		Offset 814, 18 lines modified
814	freq=None)	814	freq=None)
815	Note	815	Note
816	If·you·want·to·perform·calculations·based·on·today’s·date,·use·Timestamp.now()	816	If·you·want·to·perform·calculations·based·on·today’s·date,·use·Timestamp.now()
817	and·pandas.tseries.offsets.	817	and·pandas.tseries.offsets.
818	In·[65]:·import·pandas.tseries.offsets·as·offsets	818	In·[65]:·import·pandas.tseries.offsets·as·offsets

819	In·[66]:·pd.Timestamp.now()	819	In·[66]:·pd.Timestamp.now()
820	Out[66]:·Timestamp('2025-05-16·11:01:10.~~883287~~')	820	Out[66]:·Timestamp('2026-06-19·20:21:56.112634')

821	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)	821	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)
822	Out[67]:·Timestamp('2026-05-16·11:01:10.884712')	822	Out[67]:·Timestamp('2027-06-19·20:21:56.114271')
823	\x8\x8\x8\x8·C\x8Ch\x8ha\x8an\x8ng\x8ge\x8es\x8s·t\x8to\x8o·I\x8In\x8nd\x8de\x8ex\x8x·c\x8co\x8om\x8mp\x8pa\x8ar\x8ri\x8is\x8so\x8on\x8ns\x8s_\x8#\x8#·\x8\x8\x8\x8	823	\x8\x8\x8\x8·C\x8Ch\x8ha\x8an\x8ng\x8ge\x8es\x8s·t\x8to\x8o·I\x8In\x8nd\x8de\x8ex\x8x·c\x8co\x8om\x8mp\x8pa\x8ar\x8ri\x8is\x8so\x8on\x8ns\x8s_\x8#\x8#·\x8\x8\x8\x8
824	Operator·equal·on·Index·should·behavior·similarly·to·Series·(_\x8G_\x8H_\x8·_\x89_\x89_\x84_\x87,·_\x8G_\x8H_\x8·_\x81_\x80_\x86_\x83_\x87)	824	Operator·equal·on·Index·should·behavior·similarly·to·Series·(_\x8G_\x8H_\x8·_\x89_\x89_\x84_\x87,·_\x8G_\x8H_\x8·_\x81_\x80_\x86_\x83_\x87)
825	Starting·in·v0.17.0,·comparing·Index·objects·of·different·lengths·will·raise·a	825	Starting·in·v0.17.0,·comparing·Index·objects·of·different·lengths·will·raise·a
826	ValueError.·This·is·to·be·consistent·with·the·behavior·of·Series.	826	ValueError.·This·is·to·be·consistent·with·the·behavior·of·Series.
827	Previous·behavior:	827	Previous·behavior:
828	In·[2]:·pd.Index([1,·2,·3])·==·pd.Index([1,·4,·5])	828	In·[2]:·pd.Index([1,·2,·3])·==·pd.Index([1,·4,·5])
829	Out[2]:·array([·True,·False,·False],·dtype=bool)	829	Out[2]:·array([·True,·False,·False],·dtype=bool)


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6293	-rw-r--r--···0·root·········(0)·root·········(0)····65863·2025-03-29·13:01:52.000000·./usr/share/doc/python-pandas-doc/html/user_guide/sparse.html	6293	-rw-r--r--···0·root·········(0)·root·········(0)····65863·2025-03-29·13:01:52.000000·./usr/share/doc/python-pandas-doc/html/user_guide/sparse.html


Offset 592, 30 lines modified		Offset 592, 30 lines modified
592	<span·class="gp">···...:·</span>········<span·class="n">s</span>·<span·class="o">+=</span>·<span·class="n">f</span><span·class="p">(</span><span·class="n">a</span>·<span·class="o">+</span>·<span·class="n">i</span>·<span·class="o">*</span>·<span·class="n">dx</span><span·class="p">)</span>	592	<span·class="gp">···...:·</span>········<span·class="n">s</span>·<span·class="o">+=</span>·<span·class="n">f</span><span·class="p">(</span><span·class="n">a</span>·<span·class="o">+</span>·<span·class="n">i</span>·<span·class="o">*</span>·<span·class="n">dx</span><span·class="p">)</span>
593	<span·class="gp">···...:·</span>····<span·class="k">return</span>·<span·class="n">s</span>·<span·class="o">*</span>·<span·class="n">dx</span>	593	<span·class="gp">···...:·</span>····<span·class="k">return</span>·<span·class="n">s</span>·<span·class="o">*</span>·<span·class="n">dx</span>
594	<span·class="gp">···...:·</span>	594	<span·class="gp">···...:·</span>
595	</pre></div>	595	</pre></div>
596	</div>	596	</div>
597	<p>We·achieve·our·result·by·using·<a·class="reference·internal"·href="../reference/api/pandas.DataFrame.apply.html#pandas.DataFrame.apply"·title="pandas.DataFrame.apply"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataFrame.apply()</span></code></a>·(row-wise):</p>	597	<p>We·achieve·our·result·by·using·<a·class="reference·internal"·href="../reference/api/pandas.DataFrame.apply.html#pandas.DataFrame.apply"·title="pandas.DataFrame.apply"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataFrame.apply()</span></code></a>·(row-wise):</p>
598	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[5]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)	598	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[5]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)
599	<span·class="go">66.5·ms·+-·199·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>	599	<span·class="go">81.2·ms·+-·21.2·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>
600	</pre></div>	600	</pre></div>
601	</div>	601	</div>
602	<p>Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation	602	<p>Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation
603	using·the·<a·class="reference·external"·href="https://ipython.readthedocs.io/en/stable/interactive/magics.html#magic-prun">prun·ipython·magic·function</a>:</p>	603	using·the·<a·class="reference·external"·href="https://ipython.readthedocs.io/en/stable/interactive/magics.html#magic-prun">prun·ipython·magic·function</a>:</p>
604	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·most·time·consuming·4·calls</span>	604	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·most·time·consuming·4·calls</span>
605	<span·class="gp">In·[6]:·</span><span·class="o">%</span><span·class="k">prun</span>·-l·4·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)··#·noqa·E999	605	<span·class="gp">In·[6]:·</span><span·class="o">%</span><span·class="k">prun</span>·-l·4·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)··#·noqa·E999
606	<span·class="go">·········605946·function·calls·(605928·primitive·calls)·in·0.214·seconds</span>	606	<span·class="go">·········605946·function·calls·(605928·primitive·calls)·in·0.228·seconds</span>

607	<span·class="go">···Ordered·by:·internal·time</span>	607	<span·class="go">···Ordered·by:·internal·time</span>
608	<span·class="go">···List·reduced·from·159·to·4·due·to·restriction·<4></span>	608	<span·class="go">···List·reduced·from·159·to·4·due·to·restriction·<4></span>

609	<span·class="go">···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)</span>	609	<span·class="go">···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)</span>
610	<span·class="go">·····1000····0.131····0.000····0.~~189~~····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>	610	<span·class="go">·····1000····0.137····0.000····0.202····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>
611	<span·class="go">···552423····0.058····0.000····0.058····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>	611	<span·class="go">···552423····0.065····0.000····0.065····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>
612	<span·class="go">·····3000····0.004····0.000····0.016····0.000·series.py:1095(__getitem__)</span>	612	<span·class="go">·····3000····0.004····0.000····0.017····0.000·series.py:1095(__getitem__)</span>
613	<span·class="go">·····3000····0.003····0.000····0.007····0.000·series.py:1220(_get_value)</span>	613	<span·class="go">·····3000····0.003····0.000····0.007····0.000·series.py:1220(_get_value)</span>
614	</pre></div>	614	</pre></div>
615	</div>	615	</div>
616	<p>By·far·the·majority·of·time·is·spend·inside·either·<code·class="docutils·literal·notranslate"><span·class="pre">integrate_f</span></code>·or·<code·class="docutils·literal·notranslate"><span·class="pre">f</span></code>,	616	<p>By·far·the·majority·of·time·is·spend·inside·either·<code·class="docutils·literal·notranslate"><span·class="pre">integrate_f</span></code>·or·<code·class="docutils·literal·notranslate"><span·class="pre">f</span></code>,
617	hence·we’ll·concentrate·our·efforts·cythonizing·these·two·functions.</p>	617	hence·we’ll·concentrate·our·efforts·cythonizing·these·two·functions.</p>
618	</section>	618	</section>
619	<section·id="plain-cython">	619	<section·id="plain-cython">
Offset 634, 15 lines modified		Offset 634, 15 lines modified
634	<span·class="gp">···...:·</span>····for·i·in·range(N):	634	<span·class="gp">···...:·</span>····for·i·in·range(N):
635	<span·class="gp">···...:·</span>········s·+=·f_plain(a·+·i·*·dx)	635	<span·class="gp">···...:·</span>········s·+=·f_plain(a·+·i·*·dx)
636	<span·class="gp">···...:·</span>····return·s·*·dx	636	<span·class="gp">···...:·</span>····return·s·*·dx
637	<span·class="gp">···...:·</span>	637	<span·class="gp">···...:·</span>
638	</pre></div>	638	</pre></div>
639	</div>	639	</div>
640	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[9]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),·axis=1)	640	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[9]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),·axis=1)


Offset 820, 18 lines modified		Offset 820, 18 lines modified
820	a·new·ndarray·of·period·objects·each·time.</p>	820	a·new·ndarray·of·period·objects·each·time.</p>
821	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[18]:·</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span>	821	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[18]:·</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span>
822	<span·class="gh">Out[18]:·</span>	822	<span·class="gh">Out[18]:·</span>
823	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>	823	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>
824	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>	824	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>

825	<span·class="gp">In·[19]:·</span><span·class="nb">id</span><span·class="p">(</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span><span·class="p">)</span>	825	<span·class="gp">In·[19]:·</span><span·class="nb">id</span><span·class="p">(</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span><span·class="p">)</span>
826	<span·class="gh">Out[19]:·</span><span·class="go">281473~~2611~~6~~4592~~</span>	826	<span·class="gh">Out[19]:·</span><span·class="go">281473035360688</span>

827	<span·class="gp">In·[20]:·</span><span·class="nb">id</span><span·class="p">(</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span><span·class="p">)</span>	827	<span·class="gp">In·[20]:·</span><span·class="nb">id</span><span·class="p">(</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span><span·class="p">)</span>
828	<span·class="gh">Out[20]:·</span><span·class="go">281473~~2611~~6~~4592~~</span>	828	<span·class="gh">Out[20]:·</span><span·class="go">281473035360688</span>
829	</pre></div>	829	</pre></div>
830	</div>	830	</div>
831	<p>If·you·need·an·actual·NumPy·array,·use·<a·class="reference·internal"·href="../reference/api/pandas.Series.to_numpy.html#pandas.Series.to_numpy"·title="pandas.Series.to_numpy"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Series.to_numpy()</span></code></a>·or·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Index.to_numpy()</span></code>.</p>	831	<p>If·you·need·an·actual·NumPy·array,·use·<a·class="reference·internal"·href="../reference/api/pandas.Series.to_numpy.html#pandas.Series.to_numpy"·title="pandas.Series.to_numpy"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Series.to_numpy()</span></code></a>·or·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Index.to_numpy()</span></code>.</p>
832	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[21]:·</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">to_numpy</span><span·class="p">()</span>	832	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[21]:·</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">to_numpy</span><span·class="p">()</span>
833	<span·class="gh">Out[21]:·</span>	833	<span·class="gh">Out[21]:·</span>
834	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>	834	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>
835	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>	835	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>


Offset 268, 18 lines modified		Offset 268, 18 lines modified
268	each·time.	268	each·time.
269	In·[18]:·idx.values	269	In·[18]:·idx.values
270	Out[18]:	270	Out[18]:
271	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),	271	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),
272	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)	272	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)

273	In·[19]:·id(idx.values)	273	In·[19]:·id(idx.values)
274	Out[19]:·281473~~2611~~6~~4592~~	274	Out[19]:·281473035360688

275	In·[20]:·id(idx.values)	275	In·[20]:·id(idx.values)
276	Out[20]:·281473~~2611~~6~~4592~~	276	Out[20]:·281473035360688
277	If·you·need·an·actual·NumPy·array,·use·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s_\x8._\x8t_\x8o_\x8__\x8n_\x8u_\x8m_\x8p_\x8y_\x8(_\x8)·or·Index.to_numpy().	277	If·you·need·an·actual·NumPy·array,·use·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s_\x8._\x8t_\x8o_\x8__\x8n_\x8u_\x8m_\x8p_\x8y_\x8(_\x8)·or·Index.to_numpy().
278	In·[21]:·idx.to_numpy()	278	In·[21]:·idx.to_numpy()
279	Out[21]:	279	Out[21]:
280	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),	280	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),
281	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)	281	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)

282	In·[22]:·pd.Series(idx).to_numpy()	282	In·[22]:·pd.Series(idx).to_numpy()


Offset 1, 8 lines modified		Offset 1, 8 lines modified

1	Displaying·notes·found·in:·.note.gnu.property	1	Displaying·notes·found·in:·.note.gnu.property
2	··Owner················Data·size·» Description	2	··Owner················Data·size·» Description
3	··GNU··················0x00000010» NT_GNU_PROPERTY_TYPE_0» ······Properties:·AArch64·feature:·BTI,·PAC	3	··GNU··················0x00000010» NT_GNU_PROPERTY_TYPE_0» ······Properties:·AArch64·feature:·BTI,·PAC

4	Displaying·notes·found·in:·.note.gnu.build-id	4	Displaying·notes·found·in:·.note.gnu.build-id
5	··Owner················Data·size·» Description	5	··Owner················Data·size·» Description
6	··GNU··················0x00000014» NT_GNU_BUILD_ID·(unique·build·ID·bitstring)» ····Build·ID:·2b3de~~064~~da6~~0a5d5b0~~a~~170885~~72a0911~~5397c9b2~~	6	··GNU··················0x00000014» NT_GNU_BUILD_ID·(unique·build·ID·bitstring)» ····Build·ID:·bae682daa2c0620f1e64adf4a7375a8994f11d84


Offset 1, 7 lines modified		Offset 1, 7 lines modified

1	Hex·dump·of·section·'.gnu_debuglink':	1	Hex·dump·of·section·'.gnu_debuglink':
2	··0x00000000·33646530·36346461·36306135·64356230·3de064da60a5d5b0
3	··0x00000010·61313730·~~383835~~37·~~3261~~3039·3~~131~~3~~533~~·a~~1708857~~2a0~~91153~~	2	··0x00000000·65363832·64616132·63303632·30663165·e682daa2c0620f1e
		3	··0x00000010·36346164·66346137·33373561·38393934·64adf4a7375a8994
4	··0x00000020·393~~76339~~·62322e64·65627567·00000000·~~97c9b2~~.debug....	4	··0x00000020·66313164·38342e64·65627567·00000000·f11d84.debug....
5	··0x00000030·c843ca4f····························.C.O	5	··0x00000030·309403cd····························0...


Offset 6, 8 lines modified		Offset 6, 8 lines modified
6	Maintainer:·Debian·Science·Team·<debian-science-maintainers@lists.alioth.debian.org>	6	Maintainer:·Debian·Science·Team·<debian-science-maintainers@lists.alioth.debian.org>
7	Installed-Size:·36352	7	Installed-Size:·36352
8	Depends:·python3-pandas-lib·(=·2.2.3+dfsg-9)	8	Depends:·python3-pandas-lib·(=·2.2.3+dfsg-9)
9	Section:·debug	9	Section:·debug
10	Priority:·optional	10	Priority:·optional
11	Multi-Arch:·same	11	Multi-Arch:·same
12	Description:·debug·symbols·for·python3-pandas-lib	12	Description:·debug·symbols·for·python3-pandas-lib
13	Build-Ids:·00400a334804b52ace3375177cde83a20e11dcec·01a32dbc2f86b504ab761aa68c7e78c3dc0b7997·05836ff3ffc79c66acfdcb84245d3620040ef5e2·05d469643a1f6964772ed4558d6301a96726056f·07dc175edd1b3ffb1ee0dbeaf3f47f53d95ed836·0dfe39baf56620a2f97fda227f8637b172f8d333·0f611f7a95a90674b5ea1ffb09009e9ea5cb81df·0fa094593a639a06e6db445bcd0b86faba38dffd·1f32f9ef4273c87a8d276bc40d901af39f4a3775·22cd95aa5b1425a6fcea197273bbdeb1fb3a0d4b·253a4ca864b8c62796aa9818ba3838dbc4193d42·295789e55c491f048465e1f841c44fc70ef70b65·~~2b3de064da60a5d5b0a17088572a09115397c9b2·~~3080b0ca753620d67fcd4e6f5c795a3d5d761eb1·31efb091cd3e7f02c45f4cee875e5671d9db9ebc·321c8995b66283ba57b7fc7c7839cfefdffc47d2·3755ad77208ac1282681422e8e062cd8eeaf287a·4eee4707937c4e22d1a722817e12b921e66db707·50fd1a1c25[·...·truncated·by·diffoscope;·len:·727,·SHA:·~~ea2~~4d~~f38bf5~~b~~6254211e~~98~~05c38da~~5~~0f42955c~~42~~8e9~~cddc~~6047~~36~~eb50b1eb693~~·...·]·c1e932e09c9be74e6ecd810769c3771b31694ffc·c2b9eb32a5960b1302584a3b717030f11b638a09·d7e5061b169f2b402a5d2c916a0795dd9f1f6c3e·e604a2d98f8d4537f8881edb6258f6a9236080f7·ec0d41e81ec37fd7482745c09938353353197e96·f06452f30b7f4026274338933ebd7ae8e7836372·f22692d5521990bf7b0b19c820ead42176fef27b·ff13b1c97b07fcc878bd9945fe90d4476131e2d2	13	Build-Ids:·00400a334804b52ace3375177cde83a20e11dcec·01a32dbc2f86b504ab761aa68c7e78c3dc0b7997·05836ff3ffc79c66acfdcb84245d3620040ef5e2·05d469643a1f6964772ed4558d6301a96726056f·07dc175edd1b3ffb1ee0dbeaf3f47f53d95ed836·0dfe39baf56620a2f97fda227f8637b172f8d333·0f611f7a95a90674b5ea1ffb09009e9ea5cb81df·0fa094593a639a06e6db445bcd0b86faba38dffd·1f32f9ef4273c87a8d276bc40d901af39f4a3775·22cd95aa5b1425a6fcea197273bbdeb1fb3a0d4b·253a4ca864b8c62796aa9818ba3838dbc4193d42·295789e55c491f048465e1f841c44fc70ef70b65·3080b0ca753620d67fcd4e6f5c795a3d5d761eb1·31efb091cd3e7f02c45f4cee875e5671d9db9ebc·321c8995b66283ba57b7fc7c7839cfefdffc47d2·3755ad77208ac1282681422e8e062cd8eeaf287a·4eee4707937c4e22d1a722817e12b921e66db707·50fd1a1c2503eacd5c91adab7bbb8e758efb1b68·570b3a61a9[·...·truncated·by·diffoscope;·len:·727,·SHA:·3804a0dce084abc903bbcf9f9fff12511f0ff0a4fa2cd5cd82936883e0c4723f·...·]·c1e932e09c9be74e6ecd810769c3771b31694ffc·c2b9eb32a5960b1302584a3b717030f11b638a09·d7e5061b169f2b402a5d2c916a0795dd9f1f6c3e·e604a2d98f8d4537f8881edb6258f6a9236080f7·ec0d41e81ec37fd7482745c09938353353197e96·f06452f30b7f4026274338933ebd7ae8e7836372·f22692d5521990bf7b0b19c820ead42176fef27b·ff13b1c97b07fcc878bd9945fe90d4476131e2d2


Offset 6, 38 lines modified		Offset 6, 38 lines modified
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Offset 21, 16 lines modified		Offset 21, 14 lines modified
21	-rw-r--r--···0·root·········(0)·root·········(0)···448456·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/1f/32f9ef4273c87a8d276bc40d901af39f4a3775.debug	21	-rw-r--r--···0·root·········(0)·root·········(0)···448456·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/1f/32f9ef4273c87a8d276bc40d901af39f4a3775.debug
22	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/22/	22	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/22/
23	-rw-r--r--···0·root·········(0)·root·········(0)···438096·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/22/cd95aa5b1425a6fcea197273bbdeb1fb3a0d4b.debug	23	-rw-r--r--···0·root·········(0)·root·········(0)···438096·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/22/cd95aa5b1425a6fcea197273bbdeb1fb3a0d4b.debug
24	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/25/	24	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/25/
25	-rw-r--r--···0·root·········(0)·root·········(0)··1459896·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/25/3a4ca864b8c62796aa9818ba3838dbc4193d42.debug	25	-rw-r--r--···0·root·········(0)·root·········(0)··1459896·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/25/3a4ca864b8c62796aa9818ba3838dbc4193d42.debug
26	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/29/	26	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/29/
27	-rw-r--r--···0·root·········(0)·root·········(0)···478552·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/29/5789e55c491f048465e1f841c44fc70ef70b65.debug	27	-rw-r--r--···0·root·········(0)·root·········(0)···478552·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/29/5789e55c491f048465e1f841c44fc70ef70b65.debug
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29	-rw-r--r--···0·root·········(0)·root·········(0)···689536·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/2b/3de064da60a5d5b0a17088572a09115397c9b2.debug
30	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/30/	28	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/30/
31	-rw-r--r--···0·root·········(0)·root·········(0)··3173880·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/30/80b0ca753620d67fcd4e6f5c795a3d5d761eb1.debug	29	-rw-r--r--···0·root·········(0)·root·········(0)··3173880·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/30/80b0ca753620d67fcd4e6f5c795a3d5d761eb1.debug
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33	-rw-r--r--···0·root·········(0)·root·········(0)··3516568·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/31/efb091cd3e7f02c45f4cee875e5671d9db9ebc.debug	31	-rw-r--r--···0·root·········(0)·root·········(0)··3516568·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/31/efb091cd3e7f02c45f4cee875e5671d9db9ebc.debug
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35	-rw-r--r--···0·root·········(0)·root·········(0)···586120·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/32/1c8995b66283ba57b7fc7c7839cfefdffc47d2.debug	33	-rw-r--r--···0·root·········(0)·root·········(0)···586120·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/32/1c8995b66283ba57b7fc7c7839cfefdffc47d2.debug
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Offset 48, 16 lines modified		Offset 46, 16 lines modified
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51	-rw-r--r--···0·root·········(0)·root·········(0)····95208·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/72/1ae57ecf27dfcf0124671b98705fd57a8b5f6f.debug	49	-rw-r--r--···0·root·········(0)·root·········(0)····95208·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/72/1ae57ecf27dfcf0124671b98705fd57a8b5f6f.debug
52	-rw-r--r--···0·root·········(0)·root·········(0)···419168·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/72/7669d79cb6eb32cfcbb7623e368cc34f5cef5c.debug	50	-rw-r--r--···0·root·········(0)·root·········(0)···419168·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/72/7669d79cb6eb32cfcbb7623e368cc34f5cef5c.debug
53	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/79/	51	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/79/
54	-rw-r--r--···0·root·········(0)·root·········(0)····39816·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/79/a81ae7e0e0ad648cf84707804d93eddcb1d94e.debug	52	-rw-r--r--···0·root·········(0)·root·········(0)····39816·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/79/a81ae7e0e0ad648cf84707804d93eddcb1d94e.debug
55	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/7d/	53	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/88/
56	-rw-r--r--···0·root·········(0)·root·········(0)··1086896·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/7d/d~~8a242a~~d675f754ff0~~6705~~708441c~~81f2194d~~c.debug	54	-rw-r--r--···0·root·········(0)·root·········(0)··1086896·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/88/6d9c65f6dd7494f5a187384a2bcce36aa67c5e.debug
57	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/8a/	55	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/8a/
58	-rw-r--r--···0·root·········(0)·root·········(0)····94080·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/8a/8e6cae4e7384027e7655156cca5c57825b4c9b.debug	56	-rw-r--r--···0·root·········(0)·root·········(0)····94080·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/8a/8e6cae4e7384027e7655156cca5c57825b4c9b.debug
59	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/93/	57	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/93/
60	-rw-r--r--···0·root·········(0)·root·········(0)···540000·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/93/9619e5879f38ecf323120eb4208d6bde809238.debug	58	-rw-r--r--···0·root·········(0)·root·········(0)···540000·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/93/9619e5879f38ecf323120eb4208d6bde809238.debug
61	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/95/	59	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/95/
62	-rw-r--r--···0·root·········(0)·root·········(0)··1014048·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/95/3673b50ea8511ca681906ffed08729aa4bcbaa.debug	60	-rw-r--r--···0·root·········(0)·root·········(0)··1014048·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/95/3673b50ea8511ca681906ffed08729aa4bcbaa.debug
63	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/98/	61	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/98/
Offset 68, 14 lines modified		Offset 66, 16 lines modified
68	-rw-r--r--···0·root·········(0)·root·········(0)···572712·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/9e/bd8e59f2cf549e640053e7392e8ba43cd4c9ef.debug	66	-rw-r--r--···0·root·········(0)·root·········(0)···572712·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/9e/bd8e59f2cf549e640053e7392e8ba43cd4c9ef.debug
69	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a1/	67	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a1/
70	-rw-r--r--···0·root·········(0)·root·········(0)···443320·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a1/ef1df7ef5286848af2e9003850a80213a1b542.debug	68	-rw-r--r--···0·root·········(0)·root·········(0)···443320·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a1/ef1df7ef5286848af2e9003850a80213a1b542.debug
71	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a9/	69	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a9/
72	-rw-r--r--···0·root·········(0)·root·········(0)···764880·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a9/b7308f33e42882c779d821f4b9bc8eeae47b89.debug	70	-rw-r--r--···0·root·········(0)·root·········(0)···764880·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/a9/b7308f33e42882c779d821f4b9bc8eeae47b89.debug
73	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/b4/	71	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/b4/
74	-rw-r--r--···0·root·········(0)·root·········(0)···298584·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/b4/7065d1e48b71b87384f7ac89cd04b2c5657f92.debug	72	-rw-r--r--···0·root·········(0)·root·········(0)···298584·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/b4/7065d1e48b71b87384f7ac89cd04b2c5657f92.debug
		73	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/ba/
		74	-rw-r--r--···0·root·········(0)·root·········(0)···689496·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/ba/e682daa2c0620f1e64adf4a7375a8994f11d84.debug
75	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c1/	75	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c1/
76	-rw-r--r--···0·root·········(0)·root·········(0)··3840008·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c1/e932e09c9be74e6ecd810769c3771b31694ffc.debug	76	-rw-r--r--···0·root·········(0)·root·········(0)··3840008·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c1/e932e09c9be74e6ecd810769c3771b31694ffc.debug
77	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c2/	77	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c2/
78	-rw-r--r--···0·root·········(0)·root·········(0)··2118008·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c2/b9eb32a5960b1302584a3b717030f11b638a09.debug	78	-rw-r--r--···0·root·········(0)·root·········(0)··2118008·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/c2/b9eb32a5960b1302584a3b717030f11b638a09.debug
79	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/d7/	79	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/d7/
80	-rw-r--r--···0·root·········(0)·root·········(0)····86120·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/d7/e5061b169f2b402a5d2c916a0795dd9f1f6c3e.debug	80	-rw-r--r--···0·root·········(0)·root·········(0)····86120·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/d7/e5061b169f2b402a5d2c916a0795dd9f1f6c3e.debug
81	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/e6/	81	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2025-03-29·13:01:52.000000·./usr/lib/debug/.build-id/e6/


Offset 6, 15 lines modified		Offset 6, 15 lines modified
6	··OS/ABI:····························UNIX·-·System·V	6	··OS/ABI:····························UNIX·-·System·V
7	··ABI·Version:·······················0	7	··ABI·Version:·······················0
8	··Type:······························DYN·(Shared·object·file)	8	··Type:······························DYN·(Shared·object·file)
9	··Machine:···························AArch64	9	··Machine:···························AArch64
10	··Version:···························0x1	10	··Version:···························0x1
11	··Entry·point·address:···············0x0	11	··Entry·point·address:···············0x0
12	··Start·of·program·headers:··········64·(bytes·into·file)	12	··Start·of·program·headers:··········64·(bytes·into·file)
13	··Start·of·section·headers:··········687232·(bytes·into·file)	13	··Start·of·section·headers:··········687192·(bytes·into·file)
14	··Flags:·····························0x0	14	··Flags:·····························0x0
15	··Size·of·this·header:···············64·(bytes)	15	··Size·of·this·header:···············64·(bytes)
16	··Size·of·program·headers:···········56·(bytes)	16	··Size·of·program·headers:···········56·(bytes)
17	··Number·of·program·headers:·········9	17	··Number·of·program·headers:·········9
18	··Size·of·section·headers:···········64·(bytes)	18	··Size·of·section·headers:···········64·(bytes)
19	··Number·of·section·headers:·········36	19	··Number·of·section·headers:·········36
20	··Section·header·string·table·index:·35	20	··Section·header·string·table·index:·35


Offset 1, 8 lines modified		Offset 1, 8 lines modified
1	There·are·36·section·headers,·starting·at·offset·0xa7c80:	1	There·are·36·section·headers,·starting·at·offset·0xa7c58:

2	Section·Headers:	2	Section·Headers:
3	··[Nr]·Name··············Type············Address··········Off····Size···ES·Flg·Lk·Inf·Al	3	··[Nr]·Name··············Type············Address··········Off····Size···ES·Flg·Lk·Inf·Al
4	··[·0]···················NULL············0000000000000000·000000·000000·00······0···0··0	4	··[·0]···················NULL············0000000000000000·000000·000000·00······0···0··0
5	··[·1]·.note.gnu.property·NOTE············0000000000000238·000238·000020·00···A··0···0··8	5	··[·1]·.note.gnu.property·NOTE············0000000000000238·000238·000020·00···A··0···0··8
6	··[·2]·.note.gnu.build-id·NOTE············0000000000000258·000258·000024·00···A··0···0··4	6	··[·2]·.note.gnu.build-id·NOTE············0000000000000258·000258·000024·00···A··0···0··4
7	··[·3]·.gnu.hash·········NOBITS··········0000000000000280·00027c·000028·00···A··4···0··8	7	··[·3]·.gnu.hash·········NOBITS··········0000000000000280·00027c·000028·00···A··4···0··8
Offset 23, 23 lines modified		Offset 23, 23 lines modified
23	··[18]·.fini_array·······NOBITS··········000000000005f740·00f730·000008·08··WA··0···0··8	23	··[18]·.fini_array·······NOBITS··········000000000005f740·00f730·000008·08··WA··0···0··8
24	··[19]·.dynamic··········NOBITS··········000000000005f748·00f730·000200·10··WA··5···0··8	24	··[19]·.dynamic··········NOBITS··········000000000005f748·00f730·000200·10··WA··5···0··8
25	··[20]·.got··············NOBITS··········000000000005f948·00f730·0006b8·08··WA··0···0··8	25	··[20]·.got··············NOBITS··········000000000005f948·00f730·0006b8·08··WA··0···0··8
26	··[21]·.data·············NOBITS··········0000000000060000·00f730·0015a0·00··WA··0···0·16	26	··[21]·.data·············NOBITS··········0000000000060000·00f730·0015a0·00··WA··0···0·16
27	··[22]·.bss··············NOBITS··········00000000000615a0·00f730·001198·00··WA··0···0·16	27	··[22]·.bss··············NOBITS··········00000000000615a0·00f730·001198·00··WA··0···0·16
28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001f·01··MS··0···0··1	28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001f·01··MS··0···0··1
29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·00010f·00···C··0···0··8	29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·00010f·00···C··0···0··8
30	··[25]·.debug_info·······PROGBITS········0000000000000000·0003b0·040dae·00···C··0···0··8	30	··[25]·.debug_info·······PROGBITS········0000000000000000·0003b0·040d8f·00···C··0···0··8
31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·041160·000507·00···C··0···0··8	31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·041140·000507·00···C··0···0··8
32	··[27]·.debug_line·······PROGBITS········0000000000000000·041668·01ca4b·00···C··0···0··8	32	··[27]·.debug_line·······PROGBITS········0000000000000000·041648·01ca4b·00···C··0···0··8
33	··[28]·.debug_str········PROGBITS········0000000000000000·05e0b8·000686·01·MSC··0···0··8	33	··[28]·.debug_str········PROGBITS········0000000000000000·05e098·000686·01·MSC··0···0··8
34	··[29]·.debug_line_str···PROGBITS········0000000000000000·05e740·0001d2·01·MSC··0···0··8	34	··[29]·.debug_line_str···PROGBITS········0000000000000000·05e720·0001d2·01·MSC··0···0··8
35	··[30]·.debug_loclists···PROGBITS········0000000000000000·05e918·0353e8·00···C··0···0··8	35	··[30]·.debug_loclists···PROGBITS········0000000000000000·05e8f8·0353dd·00···C··0···0··8
36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·093~~d00~~·007dfd·00···C··0···0··8	36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·093cd8·007dfd·00···C··0···0··8
37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·09bafd·000053·00······0···0··1	37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·09bad5·000053·00······0···0··1
38	··[33]·.symtab···········SYMTAB··········0000000000000000·09bb50·0061b0·18·····34·832··8	38	··[33]·.symtab···········SYMTAB··········0000000000000000·09bb28·0061b0·18·····34·832··8
39	··[34]·.strtab···········STRTAB··········0000000000000000·0a1~~d00~~·005e04·00······0···0··1	39	··[34]·.strtab···········STRTAB··········0000000000000000·0a1cd8·005e04·00······0···0··1
40	··[35]·.shstrtab·········STRTAB··········0000000000000000·0a7~~b04~~·000179·00······0···0··1	40	··[35]·.shstrtab·········STRTAB··········0000000000000000·0a7adc·000179·00······0···0··1
41	Key·to·Flags:	41	Key·to·Flags:
42	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),	42	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),
43	··L·(link·order),·O·(extra·OS·processing·required),·G·(group),·T·(TLS),	43	··L·(link·order),·O·(extra·OS·processing·required),·G·(group),·T·(TLS),
44	··C·(compressed),·x·(unknown),·o·(OS·specific),·E·(exclude),	44	··C·(compressed),·x·(unknown),·o·(OS·specific),·E·(exclude),
45	··D·(mbind),·p·(processor·specific)	45	··D·(mbind),·p·(processor·specific)


Offset 1, 11 lines modified		Offset 1, 11 lines modified
1	Contents·of·the·.debug_info·section:	1	Contents·of·the·.debug_info·section:

2	··Compilation·Unit·@·offset·0:	2	··Compilation·Unit·@·offset·0:
3	···Length:········0x863f1·(32-bit)	3	···Length:········0x863f3·(32-bit)
4	···Version:·······5	4	···Version:·······5
5	···Unit·Type:·····DW_UT_compile·(1)	5	···Unit·Type:·····DW_UT_compile·(1)
6	···Abbrev·Offset:·0	6	···Abbrev·Offset:·0
7	···Pointer·Size:··8	7	···Pointer·Size:··8
8	·<0><c>:·Abbrev·Number:·170·(DW_TAG_compile_unit)	8	·<0><c>:·Abbrev·Number:·170·(DW_TAG_compile_unit)
9	····<e>···DW_AT_producer····:·(GNU_strp_alt)·(offset:·0x18242)·	9	····<e>···DW_AT_producer····:·(GNU_strp_alt)·(offset:·0x18242)·
10	····<12>···DW_AT_language····:·(data1)·29» (C11)	10	····<12>···DW_AT_language····:·(data1)·29» (C11)
Offset 11039, 15 lines modified		Offset 11039, 15 lines modified
11039	····<66d3>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))	11039	····<66d3>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))
11040	····<66d5>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·0·4a·4·0·0·0·0·0·» (DW_OP_addr:·44a00)	11040	····<66d5>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·0·4a·4·0·0·0·0·0·» (DW_OP_addr:·44a00)
11041	·<8><66df>:·Abbrev·Number:·0	11041	·<8><66df>:·Abbrev·Number:·0
11042	·<7><66e0>:·Abbrev·Number:·0	11042	·<7><66e0>:·Abbrev·Number:·0
11043	·<6><66e1>:·Abbrev·Number:·0	11043	·<6><66e1>:·Abbrev·Number:·0
11044	·<5><66e2>:·Abbrev·Number:·24·(DW_TAG_call_site)	11044	·<5><66e2>:·Abbrev·Number:·24·(DW_TAG_call_site)
11045	····<66e3>···DW_AT_call_return_pc:·(addr)·0x13b9c	11045	····<66e3>···DW_AT_call_return_pc:·(addr)·0x13b9c
11046	····<66eb>···DW_AT_call_origin·:·(ref_udata)·<0x67091>	11046	····<66eb>···DW_AT_call_origin·:·(ref_udata)·<0x67093>
11047	·<6><66ee>:·Abbrev·Number:·17·(DW_TAG_call_site_parameter)	11047	·<6><66ee>:·Abbrev·Number:·17·(DW_TAG_call_site_parameter)
11048	····<66ef>···DW_AT_call_parameter:·(ref_udata)·<0x5c73>	11048	····<66ef>···DW_AT_call_parameter:·(ref_udata)·<0x5c73>
11049	····<66f2>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·40·41·4·0·0·0·0·0·» (DW_OP_addr:·44140)	11049	····<66f2>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·40·41·4·0·0·0·0·0·» (DW_OP_addr:·44140)
11050	·<6><66fc>:·Abbrev·Number:·0	11050	·<6><66fc>:·Abbrev·Number:·0
11051	·<5><66fd>:·Abbrev·Number:·0	11051	·<5><66fd>:·Abbrev·Number:·0
11052	·<4><66fe>:·Abbrev·Number:·0	11052	·<4><66fe>:·Abbrev·Number:·0
11053	·<3><66ff>:·Abbrev·Number:·7·(DW_TAG_inlined_subroutine)	11053	·<3><66ff>:·Abbrev·Number:·7·(DW_TAG_inlined_subroutine)
Offset 11229, 29 lines modified		Offset 11229, 29 lines modified
11229	····<6861>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1435a)·	11229	····<6861>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1435a)·
11230	····<6865>···DW_AT_decl_file···:·(data1)·1	11230	····<6865>···DW_AT_decl_file···:·(data1)·1
11231	····<6866>···DW_AT_decl_line···:·(data2)·49645	11231	····<6866>···DW_AT_decl_line···:·(data2)·49645
11232	····<6868>···DW_AT_decl_column·:·(data1)·13	11232	····<6868>···DW_AT_decl_column·:·(data1)·13
11233	····<6869>···DW_AT_type········:·(ref_udata)·<0x91c>	11233	····<6869>···DW_AT_type········:·(ref_udata)·<0x91c>
11234	·<4><686b>:·Abbrev·Number:·0	11234	·<4><686b>:·Abbrev·Number:·0
11235	·<3><686c>:·Abbrev·Number:·49·(DW_TAG_inlined_subroutine)	11235	·<3><686c>:·Abbrev·Number:·49·(DW_TAG_inlined_subroutine)
11236	····<686d>···DW_AT_abstract_origin:·(ref_udata)·<0x65016>	11236	····<686d>···DW_AT_abstract_origin:·(ref_udata)·<0x65018>
11237	····<6870>···DW_AT_entry_pc····:·(addr)·0x13ad0	11237	····<6870>···DW_AT_entry_pc····:·(addr)·0x13ad0
11238	····<6878>···DW_AT_GNU_entry_view:·(data2)·2	11238	····<6878>···DW_AT_GNU_entry_view:·(data2)·2
11239	····<687a>···DW_AT_ranges······:·(sec_offset)·0x1740	11239	····<687a>···DW_AT_ranges······:·(sec_offset)·0x1740
11240	····<687e>···DW_AT_call_file···:·(data1)·1	11240	····<687e>···DW_AT_call_file···:·(data1)·1
11241	····<687f>···DW_AT_call_line···:·(data2)·49645	11241	····<687f>···DW_AT_call_line···:·(data2)·49645
11242	····<6881>···DW_AT_call_column·:·(data1)·13	11242	····<6881>···DW_AT_call_column·:·(data1)·13
11243	·<4><6882>:·Abbrev·Number:·4·(DW_TAG_formal_parameter)	11243	·<4><6882>:·Abbrev·Number:·4·(DW_TAG_formal_parameter)
11244	····<6883>···DW_AT_abstract_origin:·(ref_udata)·<0x65025>	11244	····<6883>···DW_AT_abstract_origin:·(ref_udata)·<0x65027>
11245	····<6886>···DW_AT_location····:·(sec_offset)·0x431·(location·list)	11245	····<6886>···DW_AT_location····:·(sec_offset)·0x431·(location·list)
11246	····<688a>···DW_AT_GNU_locviews:·(sec_offset)·0x42d	11246	····<688a>···DW_AT_GNU_locviews:·(sec_offset)·0x42d
11247	·<4><688e>:·Abbrev·Number:·10·(DW_TAG_lexical_block)	11247	·<4><688e>:·Abbrev·Number:·10·(DW_TAG_lexical_block)
11248	····<688f>···DW_AT_ranges······:·(sec_offset)·0x1740	11248	····<688f>···DW_AT_ranges······:·(sec_offset)·0x1740
11249	·<5><6893>:·Abbrev·Number:·5·(DW_TAG_variable)	11249	·<5><6893>:·Abbrev·Number:·5·(DW_TAG_variable)
11250	····<6894>···DW_AT_abstract_origin:·(ref_udata)·<0x65030>	11250	····<6894>···DW_AT_abstract_origin:·(ref_udata)·<0x65032>
11251	····<6897>···DW_AT_location····:·(sec_offset)·0x44c·(location·list)	11251	····<6897>···DW_AT_location····:·(sec_offset)·0x44c·(location·list)
11252	····<689b>···DW_AT_GNU_locviews:·(sec_offset)·0x448	11252	····<689b>···DW_AT_GNU_locviews:·(sec_offset)·0x448
11253	·<5><689f>:·Abbrev·Number:·0	11253	·<5><689f>:·Abbrev·Number:·0
11254	·<4><68a0>:·Abbrev·Number:·0	11254	·<4><68a0>:·Abbrev·Number:·0
11255	·<3><68a1>:·Abbrev·Number:·0	11255	·<3><68a1>:·Abbrev·Number:·0
11256	·<2><68a2>:·Abbrev·Number:·30·(DW_TAG_lexical_block)	11256	·<2><68a2>:·Abbrev·Number:·30·(DW_TAG_lexical_block)
11257	····<68a3>···DW_AT_ranges······:·(sec_offset)·0x1752	11257	····<68a3>···DW_AT_ranges······:·(sec_offset)·0x1752
Offset 11481, 25 lines modified		Offset 11481, 25 lines modified
11481	····<6a83>···DW_AT_GNU_locviews:·(sec_offset)·0x517	11481	····<6a83>···DW_AT_GNU_locviews:·(sec_offset)·0x517
11482	·<3><6a87>:·Abbrev·Number:·9·(DW_TAG_variable)	11482	·<3><6a87>:·Abbrev·Number:·9·(DW_TAG_variable)
11483	····<6a88>···DW_AT_abstract_origin:·(GNU_ref_alt)·<0x105c5>	11483	····<6a88>···DW_AT_abstract_origin:·(GNU_ref_alt)·<0x105c5>
11484	····<6a8c>···DW_AT_location····:·(sec_offset)·0x52b·(location·list)	11484	····<6a8c>···DW_AT_location····:·(sec_offset)·0x52b·(location·list)
11485	····<6a90>···DW_AT_GNU_locviews:·(sec_offset)·0x529	11485	····<6a90>···DW_AT_GNU_locviews:·(sec_offset)·0x529
11486	·<3><6a94>:·Abbrev·Number:·0	11486	·<3><6a94>:·Abbrev·Number:·0
11487	·<2><6a95>:·Abbrev·Number:·25·(DW_TAG_inlined_subroutine)	11487	·<2><6a95>:·Abbrev·Number:·25·(DW_TAG_inlined_subroutine)
11488	····<6a96>···DW_AT_abstract_origin:·(ref_udata)·<0x65050>	11488	····<6a96>···DW_AT_abstract_origin:·(ref_udata)·<0x65052>
11489	····<6a99>···DW_AT_entry_pc····:·(addr)·0x13a44	11489	····<6a99>···DW_AT_entry_pc····:·(addr)·0x13a44
11490	····<6aa1>···DW_AT_GNU_entry_view:·(data2)·2	11490	····<6aa1>···DW_AT_GNU_entry_view:·(data2)·2
11491	····<6aa3>···DW_AT_low_pc······:·(addr)·0x13a44	11491	····<6aa3>···DW_AT_low_pc······:·(addr)·0x13a44
11492	····<6aab>···DW_AT_high_pc·····:·(udata)·4	11492	····<6aab>···DW_AT_high_pc·····:·(udata)·4
11493	····<6aac>···DW_AT_call_file···:·(data1)·1	11493	····<6aac>···DW_AT_call_file···:·(data1)·1
11494	····<6aad>···DW_AT_call_line···:·(data2)·49644	11494	····<6aad>···DW_AT_call_line···:·(data2)·49644
11495	····<6aaf>···DW_AT_call_column·:·(data1)·13	11495	····<6aaf>···DW_AT_call_column·:·(data1)·13
11496	····<6ab0>···DW_AT_sibling·····:·(ref_udata)·<0x6ac0>	11496	····<6ab0>···DW_AT_sibling·····:·(ref_udata)·<0x6ac0>
11497	·<3><6ab3>:·Abbrev·Number:·4·(DW_TAG_formal_parameter)	11497	·<3><6ab3>:·Abbrev·Number:·4·(DW_TAG_formal_parameter)
11498	····<6ab4>···DW_AT_abstract_origin:·(ref_udata)·<0x6505f>	11498	····<6ab4>···DW_AT_abstract_origin:·(ref_udata)·<0x65061>
11499	····<6ab7>···DW_AT_location····:·(sec_offset)·0x53c·(location·list)	11499	····<6ab7>···DW_AT_location····:·(sec_offset)·0x53c·(location·list)
11500	····<6abb>···DW_AT_GNU_locviews:·(sec_offset)·0x53a	11500	····<6abb>···DW_AT_GNU_locviews:·(sec_offset)·0x53a
11501	·<3><6abf>:·Abbrev·Number:·0	11501	·<3><6abf>:·Abbrev·Number:·0
11502	·<2><6ac0>:·Abbrev·Number:·8·(DW_TAG_call_site)	11502	·<2><6ac0>:·Abbrev·Number:·8·(DW_TAG_call_site)
11503	····<6ac1>···DW_AT_call_return_pc:·(addr)·0x13ac8	11503	····<6ac1>···DW_AT_call_return_pc:·(addr)·0x13ac8
11504	····<6ac9>···DW_AT_call_origin·:·(GNU_ref_alt)·<0x104c4>	11504	····<6ac9>···DW_AT_call_origin·:·(GNU_ref_alt)·<0x104c4>
11505	·<3><6acd>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	11505	·<3><6acd>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
Offset 12222, 15 lines modified		Offset 12222, 15 lines modified
12222	····<7073>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))	12222	····<7073>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))
12223	····<7075>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·0·4a·4·0·0·0·0·0·» (DW_OP_addr:·44a00)	12223	····<7075>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·0·4a·4·0·0·0·0·0·» (DW_OP_addr:·44a00)
12224	·<8><707f>:·Abbrev·Number:·0	12224	·<8><707f>:·Abbrev·Number:·0
12225	·<7><7080>:·Abbrev·Number:·0	12225	·<7><7080>:·Abbrev·Number:·0
12226	·<6><7081>:·Abbrev·Number:·0	12226	·<6><7081>:·Abbrev·Number:·0
12227	·<5><7082>:·Abbrev·Number:·24·(DW_TAG_call_site)	12227	·<5><7082>:·Abbrev·Number:·24·(DW_TAG_call_site)
12228	····<7083>···DW_AT_call_return_pc:·(addr)·0x13d54	12228	····<7083>···DW_AT_call_return_pc:·(addr)·0x13d54
12229	····<708b>···DW_AT_call_origin·:·(ref_udata)·<0x67091>	12229	····<708b>···DW_AT_call_origin·:·(ref_udata)·<0x67093>
12230	·<6><708e>:·Abbrev·Number:·17·(DW_TAG_call_site_parameter)	12230	·<6><708e>:·Abbrev·Number:·17·(DW_TAG_call_site_parameter)
12231	····<708f>···DW_AT_call_parameter:·(ref_udata)·<0x5c73>	12231	····<708f>···DW_AT_call_parameter:·(ref_udata)·<0x5c73>
12232	····<7092>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·40·41·4·0·0·0·0·0·» (DW_OP_addr:·44140)	12232	····<7092>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·40·41·4·0·0·0·0·0·» (DW_OP_addr:·44140)
12233	·<6><709c>:·Abbrev·Number:·0	12233	·<6><709c>:·Abbrev·Number:·0
12234	·<5><709d>:·Abbrev·Number:·0	12234	·<5><709d>:·Abbrev·Number:·0
12235	·<4><709e>:·Abbrev·Number:·0	12235	·<4><709e>:·Abbrev·Number:·0
12236	·<3><709f>:·Abbrev·Number:·7·(DW_TAG_inlined_subroutine)	12236	·<3><709f>:·Abbrev·Number:·7·(DW_TAG_inlined_subroutine)
Offset 12412, 29 lines modified		Offset 12412, 29 lines modified
12412	····<7201>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1435a)·	12412	····<7201>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1435a)·
12413	····<7205>···DW_AT_decl_file···:·(data1)·1	12413	····<7205>···DW_AT_decl_file···:·(data1)·1
12414	····<7206>···DW_AT_decl_line···:·(data2)·48892	12414	····<7206>···DW_AT_decl_line···:·(data2)·48892
12415	····<7208>···DW_AT_decl_column·:·(data1)·13	12415	····<7208>···DW_AT_decl_column·:·(data1)·13
12416	····<7209>···DW_AT_type········:·(ref_udata)·<0x91c>	12416	····<7209>···DW_AT_type········:·(ref_udata)·<0x91c>
12417	·<4><720b>:·Abbrev·Number:·0	12417	·<4><720b>:·Abbrev·Number:·0
12418	·<3><720c>:·Abbrev·Number:·49·(DW_TAG_inlined_subroutine)	12418	·<3><720c>:·Abbrev·Number:·49·(DW_TAG_inlined_subroutine)
12419	····<720d>···DW_AT_abstract_origin:·(ref_udata)·<0x65016>	12419	····<720d>···DW_AT_abstract_origin:·(ref_udata)·<0x65018>
12420	····<7210>···DW_AT_entry_pc····:·(addr)·0x13c88	12420	····<7210>···DW_AT_entry_pc····:·(addr)·0x13c88
12421	····<7218>···DW_AT_GNU_entry_view:·(data2)·2	12421	····<7218>···DW_AT_GNU_entry_view:·(data2)·2
12422	····<721a>···DW_AT_ranges······:·(sec_offset)·0x17eb	12422	····<721a>···DW_AT_ranges······:·(sec_offset)·0x17eb
12423	····<721e>···DW_AT_call_file···:·(data1)·1	12423	····<721e>···DW_AT_call_file···:·(data1)·1
12424	····<721f>···DW_AT_call_line···:·(data2)·48892	12424	····<721f>···DW_AT_call_line···:·(data2)·48892
12425	····<7221>···DW_AT_call_column·:·(data1)·13	12425	····<7221>···DW_AT_call_column·:·(data1)·13
12426	·<4><7222>:·Abbrev·Number:·4·(DW_TAG_formal_parameter)	12426	·<4><7222>:·Abbrev·Number:·4·(DW_TAG_formal_parameter)
12427	····<7223>···DW_AT_abstract_origin:·(ref_udata)·<0x65025>	12427	····<7223>···DW_AT_abstract_origin:·(ref_udata)·<0x65027>
12428	····<7226>···DW_AT_location····:·(sec_offset)·0x6df·(location·list)	12428	····<7226>···DW_AT_location····:·(sec_offset)·0x6df·(location·list)
12429	····<722a>···DW_AT_GNU_locviews:·(sec_offset)·0x6db	12429	····<722a>···DW_AT_GNU_locviews:·(sec_offset)·0x6db
12430	·<4><722e>:·Abbrev·Number:·10·(DW_TAG_lexical_block)	12430	·<4><722e>:·Abbrev·Number:·10·(DW_TAG_lexical_block)
12431	····<722f>···DW_AT_ranges······:·(sec_offset)·0x17eb	12431	····<722f>···DW_AT_ranges······:·(sec_offset)·0x17eb
12432	·<5><7233>:·Abbrev·Number:·5·(DW_TAG_variable)	12432	·<5><7233>:·Abbrev·Number:·5·(DW_TAG_variable)
12433	····<7234>···DW_AT_abstract_origin:·(ref_udata)·<0x65030>	12433	····<7234>···DW_AT_abstract_origin:·(ref_udata)·<0x65032>
12434	····<7237>···DW_AT_location····:·(sec_offset)·0x6fa·(location·list)	12434	····<7237>···DW_AT_location····:·(sec_offset)·0x6fa·(location·list)
12435	····<723b>···DW_AT_GNU_locviews:·(sec_offset)·0x6f6	12435	····<723b>···DW_AT_GNU_locviews:·(sec_offset)·0x6f6
12436	·<5><723f>:·Abbrev·Number:·0	12436	·<5><723f>:·Abbrev·Number:·0
12437	·<4><7240>:·Abbrev·Number:·0	12437	·<4><7240>:·Abbrev·Number:·0
12438	·<3><7241>:·Abbrev·Number:·0	12438	·<3><7241>:·Abbrev·Number:·0
Max diff block lines reached; 13524947/13531838 bytes (99.95%) of diff not shown.


Offset 77626, 37 lines modified		Offset 77626, 37 lines modified
77626	····0003b4d2·<End·of·list>	77626	····0003b4d2·<End·of·list>

77627	····0003b4d3·v000000000000001·v000000000000000·location·view·pair	77627	····0003b4d3·v000000000000001·v000000000000000·location·view·pair
77628	····0003b4d5·v000000000000000·v000000000000000·location·view·pair	77628	····0003b4d5·v000000000000000·v000000000000000·location·view·pair

77629	····0003b4d7·000000000002be58·(base·address)	77629	····0003b4d7·000000000002be58·(base·address)
77630	····0003b4e0·v000000000000001·v000000000000000·views·at·0003b4d3·for:	77630	····0003b4e0·v000000000000001·v000000000000000·views·at·0003b4d3·for:
77631	·············000000000002be58·000000000002be80·(DW_OP_implicit_pointer:·<0x3c41e>·0)	77631	·············000000000002be58·000000000002be80·(DW_OP_implicit_pointer:·<0x3c420>·0)
77632	····0003b4ea·v000000000000000·v000000000000000·views·at·0003b4d5·for:	77632	····0003b4ea·v000000000000000·v000000000000000·views·at·0003b4d5·for:
77633	·············000000000002ce08·000000000002ce4c·(DW_OP_implicit_pointer:·<0x3c41e>·0)	77633	·············000000000002ce08·000000000002ce4c·(DW_OP_implicit_pointer:·<0x3c420>·0)
77634	····0003b4f6·<End·of·list>	77634	····0003b4f6·<End·of·list>

77635	····0003b4f7·v000000000000001·v000000000000000·location·view·pair	77635	····0003b4f7·v000000000000001·v000000000000000·location·view·pair
77636	····0003b4f9·v000000000000000·v000000000000000·location·view·pair	77636	····0003b4f9·v000000000000000·v000000000000000·location·view·pair

77637	····0003b4fb·000000000002be58·(base·address)	77637	····0003b4fb·000000000002be58·(base·address)
77638	····0003b504·v000000000000001·v000000000000000·views·at·0003b4f7·for:	77638	····0003b504·v000000000000001·v000000000000000·views·at·0003b4f7·for:
77639	·············000000000002be58·000000000002be80·(DW_OP_implicit_pointer:·<0x3c432>·0)	77639	·············000000000002be58·000000000002be80·(DW_OP_implicit_pointer:·<0x3c434>·0)
77640	····0003b50e·v000000000000000·v000000000000000·views·at·0003b4f9·for:	77640	····0003b50e·v000000000000000·v000000000000000·views·at·0003b4f9·for:
77641	·············000000000002ce08·000000000002ce4c·(DW_OP_implicit_pointer:·<0x3c432>·0)	77641	·············000000000002ce08·000000000002ce4c·(DW_OP_implicit_pointer:·<0x3c434>·0)
77642	····0003b51a·<End·of·list>	77642	····0003b51a·<End·of·list>

77643	····0003b51b·v000000000000001·v000000000000000·location·view·pair	77643	····0003b51b·v000000000000001·v000000000000000·location·view·pair
77644	····0003b51d·v000000000000000·v000000000000000·location·view·pair	77644	····0003b51d·v000000000000000·v000000000000000·location·view·pair

77645	····0003b51f·000000000002be58·(base·address)	77645	····0003b51f·000000000002be58·(base·address)
77646	····0003b528·v000000000000001·v000000000000000·views·at·0003b51b·for:	77646	····0003b528·v000000000000001·v000000000000000·views·at·0003b51b·for:
77647	·············000000000002be58·000000000002be80·(DW_OP_implicit_pointer:·<0x3c446>·0)	77647	·············000000000002be58·000000000002be80·(DW_OP_implicit_pointer:·<0x3c448>·0)
77648	····0003b532·v000000000000000·v000000000000000·views·at·0003b51d·for:	77648	····0003b532·v000000000000000·v000000000000000·views·at·0003b51d·for:
77649	·············000000000002ce08·000000000002ce4c·(DW_OP_implicit_pointer:·<0x3c446>·0)	77649	·············000000000002ce08·000000000002ce4c·(DW_OP_implicit_pointer:·<0x3c448>·0)
77650	····0003b53e·<End·of·list>	77650	····0003b53e·<End·of·list>

77651	····0003b53f·v000000000000005·v000000000000000·location·view·pair	77651	····0003b53f·v000000000000005·v000000000000000·location·view·pair
77652	····0003b541·v000000000000000·v000000000000000·location·view·pair	77652	····0003b541·v000000000000000·v000000000000000·location·view·pair

77653	····0003b543·000000000002ce18·(base·address)	77653	····0003b543·000000000002ce18·(base·address)
77654	····0003b54c·v000000000000005·v000000000000000·views·at·0003b53f·for:	77654	····0003b54c·v000000000000005·v000000000000000·views·at·0003b53f·for:
Offset 78640, 37 lines modified		Offset 78640, 37 lines modified
78640	····0003bfa5·<End·of·list>	78640	····0003bfa5·<End·of·list>

78641	····0003bfa6·v000000000000001·v000000000000000·location·view·pair	78641	····0003bfa6·v000000000000001·v000000000000000·location·view·pair
78642	····0003bfa8·v000000000000000·v000000000000000·location·view·pair	78642	····0003bfa8·v000000000000000·v000000000000000·location·view·pair

78643	····0003bfaa·000000000002b790·(base·address)	78643	····0003bfaa·000000000002b790·(base·address)
78644	····0003bfb3·v000000000000001·v000000000000000·views·at·0003bfa6·for:	78644	····0003bfb3·v000000000000001·v000000000000000·views·at·0003bfa6·for:
78645	·············000000000002b790·000000000002b7c0·(DW_OP_implicit_pointer:·<0x3c3a6>·0)	78645	·············000000000002b790·000000000002b7c0·(DW_OP_implicit_pointer:·<0x3c3a8>·0)
78646	····0003bfbd·v000000000000000·v000000000000000·views·at·0003bfa8·for:	78646	····0003bfbd·v000000000000000·v000000000000000·views·at·0003bfa8·for:
78647	·············000000000002c0ec·000000000002c120·(DW_OP_implicit_pointer:·<0x3c3a6>·0)	78647	·············000000000002c0ec·000000000002c120·(DW_OP_implicit_pointer:·<0x3c3a8>·0)
78648	····0003bfc9·<End·of·list>	78648	····0003bfc9·<End·of·list>

78649	····0003bfca·v000000000000001·v000000000000000·location·view·pair	78649	····0003bfca·v000000000000001·v000000000000000·location·view·pair
78650	····0003bfcc·v000000000000000·v000000000000000·location·view·pair	78650	····0003bfcc·v000000000000000·v000000000000000·location·view·pair

78651	····0003bfce·000000000002b790·(base·address)	78651	····0003bfce·000000000002b790·(base·address)
78652	····0003bfd7·v000000000000001·v000000000000000·views·at·0003bfca·for:	78652	····0003bfd7·v000000000000001·v000000000000000·views·at·0003bfca·for:
78653	·············000000000002b790·000000000002b7c0·(DW_OP_implicit_pointer:·<0x3c3ba>·0)	78653	·············000000000002b790·000000000002b7c0·(DW_OP_implicit_pointer:·<0x3c3bc>·0)
78654	····0003bfe1·v000000000000000·v000000000000000·views·at·0003bfcc·for:	78654	····0003bfe1·v000000000000000·v000000000000000·views·at·0003bfcc·for:
78655	·············000000000002c0ec·000000000002c120·(DW_OP_implicit_pointer:·<0x3c3ba>·0)	78655	·············000000000002c0ec·000000000002c120·(DW_OP_implicit_pointer:·<0x3c3bc>·0)
78656	····0003bfed·<End·of·list>	78656	····0003bfed·<End·of·list>

78657	····0003bfee·v000000000000001·v000000000000000·location·view·pair	78657	····0003bfee·v000000000000001·v000000000000000·location·view·pair
78658	····0003bff0·v000000000000000·v000000000000000·location·view·pair	78658	····0003bff0·v000000000000000·v000000000000000·location·view·pair

78659	····0003bff2·000000000002b790·(base·address)	78659	····0003bff2·000000000002b790·(base·address)
78660	····0003bffb·v000000000000001·v000000000000000·views·at·0003bfee·for:	78660	····0003bffb·v000000000000001·v000000000000000·views·at·0003bfee·for:
78661	·············000000000002b790·000000000002b7c0·(DW_OP_implicit_pointer:·<0x3c3ce>·0)	78661	·············000000000002b790·000000000002b7c0·(DW_OP_implicit_pointer:·<0x3c3d0>·0)
78662	····0003c005·v000000000000000·v000000000000000·views·at·0003bff0·for:	78662	····0003c005·v000000000000000·v000000000000000·views·at·0003bff0·for:
78663	·············000000000002c0ec·000000000002c120·(DW_OP_implicit_pointer:·<0x3c3ce>·0)	78663	·············000000000002c0ec·000000000002c120·(DW_OP_implicit_pointer:·<0x3c3d0>·0)
78664	····0003c011·<End·of·list>	78664	····0003c011·<End·of·list>

78665	····0003c012·v000000000000005·v000000000000000·location·view·pair	78665	····0003c012·v000000000000005·v000000000000000·location·view·pair
78666	····0003c014·v000000000000000·v000000000000000·location·view·pair	78666	····0003c014·v000000000000000·v000000000000000·location·view·pair

78667	····0003c016·000000000002c0fc·(base·address)	78667	····0003c016·000000000002c0fc·(base·address)
78668	····0003c01f·v000000000000005·v000000000000000·views·at·0003c012·for:	78668	····0003c01f·v000000000000005·v000000000000000·views·at·0003c012·for:
Offset 94039, 32 lines modified		Offset 94039, 32 lines modified

94039	····00047644·v000000000000004·v000000000000000·location·view·pair	94039	····00047644·v000000000000004·v000000000000000·location·view·pair
94040	····00047646·v000000000000000·v000000000000000·location·view·pair	94040	····00047646·v000000000000000·v000000000000000·location·view·pair
94041	····00047648·v000000000000005·v000000000000004·location·view·pair	94041	····00047648·v000000000000005·v000000000000004·location·view·pair

94042	····0004764a·000000000001d5f4·(base·address)	94042	····0004764a·000000000001d5f4·(base·address)
94043	····00047653·v000000000000004·v000000000000000·views·at·00047644·for:	94043	····00047653·v000000000000004·v000000000000000·views·at·00047644·for:
94044	·············000000000001d5f4·000000000001d650·(DW_OP_implicit_pointer:·<0x4a76a>·0)	94044	·············000000000001d5f4·000000000001d650·(DW_OP_implicit_pointer:·<0x4a76c>·0)
94045	····0004765d·v000000000000000·v000000000000000·views·at·00047646·for:	94045	····0004765d·v000000000000000·v000000000000000·views·at·00047646·for:
94046	·············000000000001d9cc·000000000001d9d0·(DW_OP_implicit_pointer:·<0x4a76a>·0)	94046	·············000000000001d9cc·000000000001d9d0·(DW_OP_implicit_pointer:·<0x4a76c>·0)
94047	····00047669·v000000000000005·v000000000000004·views·at·00047648·for:	94047	····00047669·v000000000000005·v000000000000004·views·at·00047648·for:
94048	·············000000000001e178·000000000001e17c·(DW_OP_implicit_pointer:·<0x4a76a>·0)	94048	·············000000000001e178·000000000001e17c·(DW_OP_implicit_pointer:·<0x4a76c>·0)
94049	····00047675·<End·of·list>	94049	····00047675·<End·of·list>

94050	····00047676·v000000000000004·v000000000000000·location·view·pair	94050	····00047676·v000000000000004·v000000000000000·location·view·pair
94051	····00047678·v000000000000000·v000000000000000·location·view·pair	94051	····00047678·v000000000000000·v000000000000000·location·view·pair
94052	····0004767a·v000000000000005·v000000000000004·location·view·pair	94052	····0004767a·v000000000000005·v000000000000004·location·view·pair

94053	····0004767c·000000000001d5f4·(base·address)	94053	····0004767c·000000000001d5f4·(base·address)
94054	····00047685·v000000000000004·v000000000000000·views·at·00047676·for:	94054	····00047685·v000000000000004·v000000000000000·views·at·00047676·for:
94055	·············000000000001d5f4·000000000001d650·(DW_OP_implicit_pointer:·<0x4a776>·0)	94055	·············000000000001d5f4·000000000001d650·(DW_OP_implicit_pointer:·<0x4a778>·0)
94056	····0004768f·v000000000000000·v000000000000000·views·at·00047678·for:	94056	····0004768f·v000000000000000·v000000000000000·views·at·00047678·for:
94057	·············000000000001d9cc·000000000001d9d0·(DW_OP_implicit_pointer:·<0x4a776>·0)	94057	·············000000000001d9cc·000000000001d9d0·(DW_OP_implicit_pointer:·<0x4a778>·0)
94058	····0004769b·v000000000000005·v000000000000004·views·at·0004767a·for:	94058	····0004769b·v000000000000005·v000000000000004·views·at·0004767a·for:
94059	·············000000000001e178·000000000001e17c·(DW_OP_implicit_pointer:·<0x4a776>·0)	94059	·············000000000001e178·000000000001e17c·(DW_OP_implicit_pointer:·<0x4a778>·0)
94060	····000476a7·<End·of·list>	94060	····000476a7·<End·of·list>

94061	····000476a8·v000000000000004·v000000000000000·location·view·pair	94061	····000476a8·v000000000000004·v000000000000000·location·view·pair
94062	····000476aa·v000000000000000·v000000000000000·location·view·pair	94062	····000476aa·v000000000000000·v000000000000000·location·view·pair
94063	····000476ac·v000000000000005·v000000000000004·location·view·pair	94063	····000476ac·v000000000000005·v000000000000004·location·view·pair

94064	····000476ae·000000000001d5f4·(base·address)	94064	····000476ae·000000000001d5f4·(base·address)
Offset 94196, 32 lines modified		Offset 94196, 32 lines modified

94196	····0004782e·v000000000000002·v000000000000000·location·view·pair	94196	····0004782e·v000000000000002·v000000000000000·location·view·pair
94197	····00047830·v000000000000000·v000000000000000·location·view·pair	94197	····00047830·v000000000000000·v000000000000000·location·view·pair
94198	····00047832·v000000000000006·v000000000000004·location·view·pair	94198	····00047832·v000000000000006·v000000000000004·location·view·pair

94199	····00047834·000000000001d9d0·(base·address)	94199	····00047834·000000000001d9d0·(base·address)
94200	····0004783d·v000000000000002·v000000000000000·views·at·0004782e·for:	94200	····0004783d·v000000000000002·v000000000000000·views·at·0004782e·for:
94201	·············000000000001d9d0·000000000001da28·(DW_OP_implicit_pointer:·<0x4a782>·0)	94201	·············000000000001d9d0·000000000001da28·(DW_OP_implicit_pointer:·<0x4a784>·0)
94202	····00047847·v000000000000000·v000000000000000·views·at·00047830·for:	94202	····00047847·v000000000000000·v000000000000000·views·at·00047830·for:
94203	·············000000000001db6c·000000000001db70·(DW_OP_implicit_pointer:·<0x4a782>·0)	94203	·············000000000001db6c·000000000001db70·(DW_OP_implicit_pointer:·<0x4a784>·0)
94204	····00047853·v000000000000006·v000000000000004·views·at·00047832·for:	94204	····00047853·v000000000000006·v000000000000004·views·at·00047832·for:
94205	·············000000000001e17c·000000000001e180·(DW_OP_implicit_pointer:·<0x4a782>·0)	94205	·············000000000001e17c·000000000001e180·(DW_OP_implicit_pointer:·<0x4a784>·0)
94206	····0004785f·<End·of·list>	94206	····0004785f·<End·of·list>

94207	····00047860·v000000000000002·v000000000000000·location·view·pair	94207	····00047860·v000000000000002·v000000000000000·location·view·pair
94208	····00047862·v000000000000000·v000000000000000·location·view·pair	94208	····00047862·v000000000000000·v000000000000000·location·view·pair
94209	····00047864·v000000000000006·v000000000000004·location·view·pair	94209	····00047864·v000000000000006·v000000000000004·location·view·pair

Max diff block lines reached; 35453/43837 bytes (80.87%) of diff not shown.

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Offset 23, 20 lines modified		Offset 23, 20 lines modified
23	··[18]·.fini_array·······NOBITS··········000000000009f678·00f668·000008·08··WA··0···0··8	23	··[18]·.fini_array·······NOBITS··········000000000009f678·00f668·000008·08··WA··0···0··8
24	··[19]·.dynamic··········NOBITS··········000000000009f680·00f668·000200·10··WA··5···0··8	24	··[19]·.dynamic··········NOBITS··········000000000009f680·00f668·000200·10··WA··5···0··8
25	··[20]·.got··············NOBITS··········000000000009f880·00f668·000780·08··WA··0···0··8	25	··[20]·.got··············NOBITS··········000000000009f880·00f668·000780·08··WA··0···0··8
26	··[21]·.data·············NOBITS··········00000000000a0000·00f668·002428·00··WA··0···0·16	26	··[21]·.data·············NOBITS··········00000000000a0000·00f668·002428·00··WA··0···0·16
27	··[22]·.bss··············NOBITS··········00000000000a2430·00f668·001bb8·00··WA··0···0·16	27	··[22]·.bss··············NOBITS··········00000000000a2430·00f668·001bb8·00··WA··0···0·16
28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001f·01··MS··0···0··1	28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001f·01··MS··0···0··1
29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·000149·00···C··0···0··8	29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·000149·00···C··0···0··8
30	··[25]·.debug_info·······PROGBITS········0000000000000000·0003f0·066~~6f6~~·00···C··0···0··8	30	··[25]·.debug_info·······PROGBITS········0000000000000000·0003f0·066708·00···C··0···0··8
31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·066ae8·000649·00···C··0···0··8	31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·066af8·000649·00···C··0···0··8
32	··[27]·.debug_line·······PROGBITS········0000000000000000·067138·02c024·00···C··0···0··8	32	··[27]·.debug_line·······PROGBITS········0000000000000000·067148·02c024·00···C··0···0··8
33	··[28]·.debug_str········PROGBITS········0000000000000000·093160·000ffc·01·MSC··0···0··8	33	··[28]·.debug_str········PROGBITS········0000000000000000·093170·000ffc·01·MSC··0···0··8
34	··[29]·.debug_line_str···PROGBITS········0000000000000000·094160·00020a·01·MSC··0···0··8	34	··[29]·.debug_line_str···PROGBITS········0000000000000000·094170·00020a·01·MSC··0···0··8
35	··[30]·.debug_loclists···PROGBITS········0000000000000000·094370·05486a·00···C··0···0··8	35	··[30]·.debug_loclists···PROGBITS········0000000000000000·094380·05485a·00···C··0···0··8
36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·0e8be0·00d2d0·00···C··0···0··8	36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·0e8be0·00d2d0·00···C··0···0··8
37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·0f5eb0·000053·00······0···0··1	37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·0f5eb0·000053·00······0···0··1
38	··[33]·.symtab···········SYMTAB··········0000000000000000·0f5f08·008850·18·····34·1219··8	38	··[33]·.symtab···········SYMTAB··········0000000000000000·0f5f08·008850·18·····34·1219··8
39	··[34]·.strtab···········STRTAB··········0000000000000000·0fe758·00a3de·00······0···0··1	39	··[34]·.strtab···········STRTAB··········0000000000000000·0fe758·00a3de·00······0···0··1
40	··[35]·.shstrtab·········STRTAB··········0000000000000000·108b36·000179·00······0···0··1	40	··[35]·.shstrtab·········STRTAB··········0000000000000000·108b36·000179·00······0···0··1
41	Key·to·Flags:	41	Key·to·Flags:
42	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),	42	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),


Offset 465, 23 lines modified		Offset 465, 23 lines modified
465	····DW_AT_sibling······DW_FORM_ref_udata	465	····DW_AT_sibling······DW_FORM_ref_udata
466	····DW_AT·value:·0·····DW_FORM·value:·0	466	····DW_AT·value:·0·····DW_FORM·value:·0
467	···70······DW_TAG_variable····[no·children]	467	···70······DW_TAG_variable····[no·children]
468	····DW_AT_abstract_origin·DW_FORM_ref_udata	468	····DW_AT_abstract_origin·DW_FORM_ref_udata
469	····DW_AT_const_value··DW_FORM_implicit_const:·0	469	····DW_AT_const_value··DW_FORM_implicit_const:·0
470	····DW_AT·value:·0·····DW_FORM·value:·0	470	····DW_AT·value:·0·····DW_FORM·value:·0
471	···71······DW_TAG_variable····[no·children]	471	···71······DW_TAG_variable····[no·children]
472	····DW_AT_abstract_origin·DW_FORM_GNU_ref_alt
473	····DW_AT·value:·0·····DW_FORM·value:·0
474	···72······DW_TAG_variable····[no·children]
475	····DW_AT_name·········DW_FORM_GNU_strp_alt	472	····DW_AT_name·········DW_FORM_GNU_strp_alt
476	····DW_AT_decl_file····DW_FORM_data1	473	····DW_AT_decl_file····DW_FORM_data1
477	····DW_AT_decl_line····DW_FORM_data2	474	····DW_AT_decl_line····DW_FORM_data2
478	····DW_AT_decl_column··DW_FORM_data1	475	····DW_AT_decl_column··DW_FORM_data1
479	····DW_AT_type·········DW_FORM_ref_udata	476	····DW_AT_type·········DW_FORM_ref_udata
480	····DW_AT·value:·0·····DW_FORM·value:·0	477	····DW_AT·value:·0·····DW_FORM·value:·0
		478	···72······DW_TAG_variable····[no·children]
		479	····DW_AT_abstract_origin·DW_FORM_GNU_ref_alt
		480	····DW_AT·value:·0·····DW_FORM·value:·0
481	···73······DW_TAG_subprogram····[has·children]	481	···73······DW_TAG_subprogram····[has·children]
482	····DW_AT_name·········DW_FORM_GNU_strp_alt	482	····DW_AT_name·········DW_FORM_GNU_strp_alt
483	····DW_AT_decl_file····DW_FORM_implicit_const:·1	483	····DW_AT_decl_file····DW_FORM_implicit_const:·1
484	····DW_AT_decl_line····DW_FORM_data4	484	····DW_AT_decl_line····DW_FORM_data4
485	····DW_AT_decl_column··DW_FORM_data1	485	····DW_AT_decl_column··DW_FORM_data1
486	····DW_AT_prototyped···DW_FORM_flag_present	486	····DW_AT_prototyped···DW_FORM_flag_present
487	····DW_AT_type·········DW_FORM_GNU_ref_alt	487	····DW_AT_type·········DW_FORM_GNU_ref_alt


Offset 127287, 21 lines modified		Offset 127287, 21 lines modified
127287	····00061229·v000000000000001·v000000000000003·views·at·00061227·for:	127287	····00061229·v000000000000001·v000000000000003·views·at·00061227·for:
127288	·············0000000000064754·000000000006476c·(DW_OP_lit0;·DW_OP_stack_value)	127288	·············0000000000064754·000000000006476c·(DW_OP_lit0;·DW_OP_stack_value)
127289	····00061236·<End·of·list>	127289	····00061236·<End·of·list>

127290	····00061237·v000000000000001·v000000000000003·location·view·pair	127290	····00061237·v000000000000001·v000000000000003·location·view·pair

127291	····00061239·v000000000000001·v000000000000003·views·at·00061237·for:	127291	····00061239·v000000000000001·v000000000000003·views·at·00061237·for:
127292	·············0000000000064754·000000000006476c·(DW_OP_implicit_pointer:·<0x5e3bb>·0)	127292	·············0000000000064754·000000000006476c·(DW_OP_implicit_pointer:·<0x5e3b9>·0)
127293	····0006124a·<End·of·list>	127293	····0006124a·<End·of·list>

127294	····0006124b·v000000000000001·v000000000000003·location·view·pair	127294	····0006124b·v000000000000001·v000000000000003·location·view·pair

127295	····0006124d·v000000000000001·v000000000000003·views·at·0006124b·for:	127295	····0006124d·v000000000000001·v000000000000003·views·at·0006124b·for:
127296	·············0000000000064754·000000000006476c·(DW_OP_implicit_pointer:·<0x5e3c7>·0)	127296	·············0000000000064754·000000000006476c·(DW_OP_implicit_pointer:·<0x5e3c5>·0)
127297	····0006125e·<End·of·list>	127297	····0006125e·<End·of·list>

127298	····0006125f·v000000000000001·v000000000000001·location·view·pair	127298	····0006125f·v000000000000001·v000000000000001·location·view·pair

127299	····00061261·v000000000000001·v000000000000001·views·at·0006125f·for:	127299	····00061261·v000000000000001·v000000000000001·views·at·0006125f·for:
127300	·············000000000006475c·000000000006476c·(DW_OP_reg19·(x19))	127300	·············000000000006475c·000000000006476c·(DW_OP_reg19·(x19))
127301	····0006126d·<End·of·list>	127301	····0006126d·<End·of·list>
Offset 142818, 37 lines modified		Offset 142818, 37 lines modified
142818	····0006cc88·<End·of·list>	142818	····0006cc88·<End·of·list>

142819	····0006cc89·v000000000000000·v000000000000004·location·view·pair	142819	····0006cc89·v000000000000000·v000000000000004·location·view·pair
142820	····0006cc8b·v000000000000000·v000000000000000·location·view·pair	142820	····0006cc8b·v000000000000000·v000000000000000·location·view·pair

142821	····0006cc8d·0000000000031dec·(base·address)	142821	····0006cc8d·0000000000031dec·(base·address)
142822	····0006cc96·v000000000000000·v000000000000004·views·at·0006cc89·for:	142822	····0006cc96·v000000000000000·v000000000000004·views·at·0006cc89·for:
142823	·············0000000000031dec·0000000000031e18·(DW_OP_implicit_pointer:·<0x6cf2f>·0)	142823	·············0000000000031dec·0000000000031e18·(DW_OP_implicit_pointer:·<0x6cf2d>·0)
142824	····0006cca0·v000000000000000·v000000000000000·views·at·0006cc8b·for:	142824	····0006cca0·v000000000000000·v000000000000000·views·at·0006cc8b·for:
142825	·············0000000000031fec·0000000000032034·(DW_OP_implicit_pointer:·<0x6cf2f>·0)	142825	·············0000000000031fec·0000000000032034·(DW_OP_implicit_pointer:·<0x6cf2d>·0)
142826	····0006ccac·<End·of·list>	142826	····0006ccac·<End·of·list>

142827	····0006ccad·v000000000000000·v000000000000004·location·view·pair	142827	····0006ccad·v000000000000000·v000000000000004·location·view·pair
142828	····0006ccaf·v000000000000000·v000000000000000·location·view·pair	142828	····0006ccaf·v000000000000000·v000000000000000·location·view·pair

142829	····0006ccb1·0000000000031dec·(base·address)	142829	····0006ccb1·0000000000031dec·(base·address)
142830	····0006ccba·v000000000000000·v000000000000004·views·at·0006ccad·for:	142830	····0006ccba·v000000000000000·v000000000000004·views·at·0006ccad·for:
142831	·············0000000000031dec·0000000000031e18·(DW_OP_implicit_pointer:·<0x6cf43>·0)	142831	·············0000000000031dec·0000000000031e18·(DW_OP_implicit_pointer:·<0x6cf41>·0)
142832	····0006ccc4·v000000000000000·v000000000000000·views·at·0006ccaf·for:	142832	····0006ccc4·v000000000000000·v000000000000000·views·at·0006ccaf·for:
142833	·············0000000000031fec·0000000000032034·(DW_OP_implicit_pointer:·<0x6cf43>·0)	142833	·············0000000000031fec·0000000000032034·(DW_OP_implicit_pointer:·<0x6cf41>·0)
142834	····0006ccd0·<End·of·list>	142834	····0006ccd0·<End·of·list>

142835	····0006ccd1·v000000000000000·v000000000000004·location·view·pair	142835	····0006ccd1·v000000000000000·v000000000000004·location·view·pair
142836	····0006ccd3·v000000000000000·v000000000000000·location·view·pair	142836	····0006ccd3·v000000000000000·v000000000000000·location·view·pair

142837	····0006ccd5·0000000000031dec·(base·address)	142837	····0006ccd5·0000000000031dec·(base·address)
142838	····0006ccde·v000000000000000·v000000000000004·views·at·0006ccd1·for:	142838	····0006ccde·v000000000000000·v000000000000004·views·at·0006ccd1·for:
142839	·············0000000000031dec·0000000000031e18·(DW_OP_implicit_pointer:·<0x6cf57>·0)	142839	·············0000000000031dec·0000000000031e18·(DW_OP_implicit_pointer:·<0x6cf55>·0)
142840	····0006cce8·v000000000000000·v000000000000000·views·at·0006ccd3·for:	142840	····0006cce8·v000000000000000·v000000000000000·views·at·0006ccd3·for:
142841	·············0000000000031fec·0000000000032034·(DW_OP_implicit_pointer:·<0x6cf57>·0)	142841	·············0000000000031fec·0000000000032034·(DW_OP_implicit_pointer:·<0x6cf55>·0)
142842	····0006ccf4·<End·of·list>	142842	····0006ccf4·<End·of·list>

142843	····0006ccf5·v000000000000001·v000000000000000·location·view·pair	142843	····0006ccf5·v000000000000001·v000000000000000·location·view·pair
142844	····0006ccf7·v000000000000000·v000000000000000·location·view·pair	142844	····0006ccf7·v000000000000000·v000000000000000·location·view·pair
142845	····0006ccf9·v000000000000000·v000000000000000·location·view·pair	142845	····0006ccf9·v000000000000000·v000000000000000·location·view·pair
142846	····0006ccfb·v000000000000000·v000000000000000·location·view·pair	142846	····0006ccfb·v000000000000000·v000000000000000·location·view·pair
142847	····0006ccfd·v000000000000000·v000000000000000·location·view·pair	142847	····0006ccfd·v000000000000000·v000000000000000·location·view·pair
Offset 170442, 37 lines modified		Offset 170442, 37 lines modified
170442	····00081def·<End·of·list>	170442	····00081def·<End·of·list>

170443	····00081df0·v000000000000000·v000000000000000·location·view·pair	170443	····00081df0·v000000000000000·v000000000000000·location·view·pair
170444	····00081df2·v000000000000000·v000000000000000·location·view·pair	170444	····00081df2·v000000000000000·v000000000000000·location·view·pair

170445	····00081df4·0000000000030fe8·(base·address)	170445	····00081df4·0000000000030fe8·(base·address)
170446	····00081dfd·v000000000000000·v000000000000000·views·at·00081df0·for:	170446	····00081dfd·v000000000000000·v000000000000000·views·at·00081df0·for:
170447	·············0000000000030fe8·0000000000031010·(DW_OP_implicit_pointer:·<0x7e706>·0)	170447	·············0000000000030fe8·0000000000031010·(DW_OP_implicit_pointer:·<0x7e704>·0)
170448	····00081e07·v000000000000000·v000000000000000·views·at·00081df2·for:	170448	····00081e07·v000000000000000·v000000000000000·views·at·00081df2·for:
170449	·············0000000000031160·0000000000031194·(DW_OP_implicit_pointer:·<0x7e706>·0)	170449	·············0000000000031160·0000000000031194·(DW_OP_implicit_pointer:·<0x7e704>·0)
170450	····00081e13·<End·of·list>	170450	····00081e13·<End·of·list>

170451	····00081e14·v000000000000000·v000000000000000·location·view·pair	170451	····00081e14·v000000000000000·v000000000000000·location·view·pair
170452	····00081e16·v000000000000000·v000000000000000·location·view·pair	170452	····00081e16·v000000000000000·v000000000000000·location·view·pair

170453	····00081e18·0000000000030fe8·(base·address)	170453	····00081e18·0000000000030fe8·(base·address)
170454	····00081e21·v000000000000000·v000000000000000·views·at·00081e14·for:	170454	····00081e21·v000000000000000·v000000000000000·views·at·00081e14·for:
170455	·············0000000000030fe8·0000000000031010·(DW_OP_implicit_pointer:·<0x7e712>·0)	170455	·············0000000000030fe8·0000000000031010·(DW_OP_implicit_pointer:·<0x7e710>·0)
170456	····00081e2b·v000000000000000·v000000000000000·views·at·00081e16·for:	170456	····00081e2b·v000000000000000·v000000000000000·views·at·00081e16·for:
170457	·············0000000000031160·0000000000031194·(DW_OP_implicit_pointer:·<0x7e712>·0)	170457	·············0000000000031160·0000000000031194·(DW_OP_implicit_pointer:·<0x7e710>·0)
170458	····00081e37·<End·of·list>	170458	····00081e37·<End·of·list>

170459	····00081e38·v000000000000000·v000000000000000·location·view·pair	170459	····00081e38·v000000000000000·v000000000000000·location·view·pair
170460	····00081e3a·v000000000000000·v000000000000000·location·view·pair	170460	····00081e3a·v000000000000000·v000000000000000·location·view·pair

170461	····00081e3c·0000000000030fe8·(base·address)	170461	····00081e3c·0000000000030fe8·(base·address)
170462	····00081e45·v000000000000000·v000000000000000·views·at·00081e38·for:	170462	····00081e45·v000000000000000·v000000000000000·views·at·00081e38·for:
170463	·············0000000000030fe8·0000000000031010·(DW_OP_implicit_pointer:·<0x7e71e>·0)	170463	·············0000000000030fe8·0000000000031010·(DW_OP_implicit_pointer:·<0x7e71c>·0)
170464	····00081e4f·v000000000000000·v000000000000000·views·at·00081e3a·for:	170464	····00081e4f·v000000000000000·v000000000000000·views·at·00081e3a·for:
170465	·············0000000000031160·0000000000031194·(DW_OP_implicit_pointer:·<0x7e71e>·0)	170465	·············0000000000031160·0000000000031194·(DW_OP_implicit_pointer:·<0x7e71c>·0)
170466	····00081e5b·<End·of·list>	170466	····00081e5b·<End·of·list>

170467	····00081e5c·v000000000000000·v000000000000005·location·view·pair	170467	····00081e5c·v000000000000000·v000000000000005·location·view·pair
170468	····00081e5e·v000000000000005·v000000000000000·location·view·pair	170468	····00081e5e·v000000000000005·v000000000000000·location·view·pair
170469	····00081e60·v000000000000000·v000000000000000·location·view·pair	170469	····00081e60·v000000000000000·v000000000000000·location·view·pair

170470	····00081e62·0000000000031160·(base·address)	170470	····00081e62·0000000000031160·(base·address)
Offset 189193, 45 lines modified		Offset 189193, 45 lines modified

189193	····00090254·v000000000000004·v000000000000002·location·view·pair	189193	····00090254·v000000000000004·v000000000000002·location·view·pair
189194	····00090256·v000000000000000·v000000000000000·location·view·pair	189194	····00090256·v000000000000000·v000000000000000·location·view·pair
189195	····00090258·v000000000000000·v000000000000000·location·view·pair	189195	····00090258·v000000000000000·v000000000000000·location·view·pair

189196	····0009025a·0000000000059978·(base·address)	189196	····0009025a·0000000000059978·(base·address)
189197	····00090263·v000000000000004·v000000000000002·views·at·00090254·for:	189197	····00090263·v000000000000004·v000000000000002·views·at·00090254·for:
189198	·············0000000000059978·00000000000599a4·(DW_OP_implicit_pointer:·<0x8863b>·0)	189198	·············0000000000059978·00000000000599a4·(DW_OP_implicit_pointer:·<0x88639>·0)
189199	····0009026d·v000000000000000·v000000000000000·views·at·00090256·for:	189199	····0009026d·v000000000000000·v000000000000000·views·at·00090256·for:
189200	·············0000000000059d24·0000000000059d3c·(DW_OP_implicit_pointer:·<0x8863b>·0)	189200	·············0000000000059d24·0000000000059d3c·(DW_OP_implicit_pointer:·<0x88639>·0)
189201	····00090279·v000000000000000·v000000000000000·views·at·00090258·for:	189201	····00090279·v000000000000000·v000000000000000·views·at·00090258·for:
189202	·············000000000005b2e4·000000000005b2e8·(DW_OP_implicit_pointer:·<0x8863b>·0)	189202	·············000000000005b2e4·000000000005b2e8·(DW_OP_implicit_pointer:·<0x88639>·0)
189203	····00090285·<End·of·list>	189203	····00090285·<End·of·list>

189204	····00090286·v000000000000004·v000000000000002·location·view·pair	189204	····00090286·v000000000000004·v000000000000002·location·view·pair
189205	····00090288·v000000000000000·v000000000000000·location·view·pair	189205	····00090288·v000000000000000·v000000000000000·location·view·pair
189206	····0009028a·v000000000000000·v000000000000000·location·view·pair	189206	····0009028a·v000000000000000·v000000000000000·location·view·pair

189207	····0009028c·0000000000059978·(base·address)	189207	····0009028c·0000000000059978·(base·address)
189208	····00090295·v000000000000004·v000000000000002·views·at·00090286·for:	189208	····00090295·v000000000000004·v000000000000002·views·at·00090286·for:
189209	·············0000000000059978·00000000000599a4·(DW_OP_implicit_pointer:·<0x88648>·0)	189209	·············0000000000059978·00000000000599a4·(DW_OP_implicit_pointer:·<0x88646>·0)
189210	····0009029f·v000000000000000·v000000000000000·views·at·00090288·for:	189210	····0009029f·v000000000000000·v000000000000000·views·at·00090288·for:
189211	·············0000000000059d24·0000000000059d3c·(DW_OP_implicit_pointer:·<0x88648>·0)	189211	·············0000000000059d24·0000000000059d3c·(DW_OP_implicit_pointer:·<0x88646>·0)
189212	····000902ab·v000000000000000·v000000000000000·views·at·0009028a·for:	189212	····000902ab·v000000000000000·v000000000000000·views·at·0009028a·for:
189213	·············000000000005b2e4·000000000005b2e8·(DW_OP_implicit_pointer:·<0x88648>·0)	189213	·············000000000005b2e4·000000000005b2e8·(DW_OP_implicit_pointer:·<0x88646>·0)
189214	····000902b7·<End·of·list>	189214	····000902b7·<End·of·list>

189215	····000902b8·v000000000000004·v000000000000002·location·view·pair	189215	····000902b8·v000000000000004·v000000000000002·location·view·pair
189216	····000902ba·v000000000000000·v000000000000000·location·view·pair	189216	····000902ba·v000000000000000·v000000000000000·location·view·pair
Max diff block lines reached; 67630/75894 bytes (89.11%) of diff not shown.

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