/usr/bin/diffoscope --timeout 7200 --html /srv/reproducible-results/rbuild-debian/r-b-build.DhDk3HqU/pandas_2.2.3+dfsg-5.diffoscope.html --text /srv/reproducible-results/rbuild-debian/r-b-build.DhDk3HqU/pandas_2.2.3+dfsg-5.diffoscope.txt --json /srv/reproducible-results/rbuild-debian/r-b-build.DhDk3HqU/pandas_2.2.3+dfsg-5.diffoscope.json --profile=- /srv/reproducible-results/rbuild-debian/r-b-build.DhDk3HqU/b1/pandas_2.2.3+dfsg-5_arm64.changes /srv/reproducible-results/rbuild-debian/r-b-build.DhDk3HqU/b2/pandas_2.2.3+dfsg-5

⊟

23.8 MB

/srv/reproducible-results/rbuild-debian/r-b-build.DhDk3HqU/b1/pandas_2.2.3+dfsg-5_arm64.changes vs.

/srv/reproducible-results/rbuild-debian/r-b-build.DhDk3HqU/b2/pandas_2.2.3+dfsg-5_arm64.changes ¶

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731 B

Files ¶

⊟

198 KB

python-pandas-doc_2.2.3+dfsg-5_all.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

⊟

197 KB

data.tar.xz ¶

⊟

197 KB

data.tar ¶

⊟

9.64 KB

file list ¶

⊟

48.4 KB

⊟

48.2 KB

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4.38 KB

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1.46 KB

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32.0 KB

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10.6 KB

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4.06 KB

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1020 B

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89.1 KB

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88.9 KB

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88.9 KB

Similarity: 0.9985610875706213% Differences: {"'cells'": "{1: {'metadata': {'execution': {'iopub.execute_input': '2024-11-06T13:30:01.980846Z', " "'iopub.status.busy': '2024-11-06T13:30:01.980558Z', 'iopub.status.idle': " "'2024-11-06T13:30:02.581327Z', 'shell.execute_reply': " "'2024-11-06T13:30:02.580594Z'}}}, 3: {'metadata': {'execution': " "{'iopub.execute_input': '2024-11-06T13:30:02.585213Z', 'iopub.status.busy': " "'2024-11-06T13:30:02.584588Z', 'iopub.status.idle': '2024-11-06T13:30:0 […]

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3.75 KB

⊟

1.03 KB

⊟

2.96 KB

⊟

1010 B

⊟

2.93 KB

⊟

711 B

⊟

3.87 KB

python3-pandas-lib_2.2.3+dfsg-5_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-312-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-312-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

⊟

23.6 MB

python3-pandas-lib-dbgsym_2.2.3+dfsg-5_arm64.deb ¶

⊟

452 B

file list ¶

⊟

6.41 KB

control.tar.xz ¶

⊟

6.38 KB

control.tar ¶

⊟

3.99 KB

./control ¶

⊟

2.38 KB

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

2.33 KB

line order ¶

⊟

23.6 MB

data.tar.xz ¶

⊟

23.6 MB

data.tar ¶

⊟

6.48 KB

file list ¶

⊟

21.4 MB

./usr/lib/debug/.build-id/d6/3b564f7400a7fd8cdd2974800b8c08db033dc9.debug vs.

./usr/lib/debug/.build-id/36/83560fe342052cd56bfb5832ee91a8546e7a1d.debug ¶

File has been modified after NT_GNU_BUILD_ID has been applied. Files 90% similar despite different names

⊟

865 B

readelf --wide --file-header {} ¶

⊟

3.47 KB

readelf --wide --sections {} ¶

⊟

628 B

readelf --wide --notes {} ¶

⊟

21.3 MB

readelf --wide --debug-dump=info {} ¶

⊟

79.8 KB

readelf --wide --debug-dump=loc {} ¶

⊟

3.71 KB

strings --all --bytes=8 {} ¶

⊟

2.16 MB

./usr/lib/debug/.build-id/ee/bd13661ad953f51b14ea3a5b814827eb14f34c.debug vs.

./usr/lib/debug/.build-id/aa/1cd3aba5f86a1032324aed88b19eac6f33c136.debug ¶

File has been modified after NT_GNU_BUILD_ID has been applied. Files 91% similar despite different names

⊟

1.48 KB

readelf --wide --sections {} ¶

⊟

628 B

readelf --wide --notes {} ¶

⊟

2.15 MB

readelf --wide --debug-dump=info {} ¶

⊟

2.96 KB

readelf --wide --debug-dump=loc {} ¶

⊟

2.24 KB

strings --all --bytes=8 {} ¶


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

1	·0b9cdcb6ce42ea66ad0a7ec10eb9317d·9245004·doc·optional·python-pandas-doc_2.2.3+dfsg-5_all.deb
2	·5aff3~~a31db5~~94ff67~~f408f9a1~~a~~f1115b·357~~28564~~·debug~~·optional·python3-pandas~~-lib~~-d~~bgs~~ym_2.2.3+dfsg-5_arm64.deb	1	·743d2359e95fc37ec9c7062aa88478f5·9245428·doc·optional·python-pandas-doc_2.2.3+dfsg-5_all.deb
		2	·28c6432bed825d012e6b189333c308fa·35729184·debug·optional·python3-pandas-lib-dbgsym_2.2.3+dfsg-5_arm64.deb
3	·~~43f0b~~2~~757428e0cd~~3~~39c6~~6~~c675a2aad3~~·3745~~844~~·python·optional·python3-pandas-lib_2.2.3+dfsg-5_arm64.deb	3	·314c020a3db5276634ca16eaa07705fd·3745916·python·optional·python3-pandas-lib_2.2.3+dfsg-5_arm64.deb
4	·82393119d6d8cb1b1ef15e3b71c2d0a7·3096356·python·optional·python3-pandas_2.2.3+dfsg-5_all.deb	4	·82393119d6d8cb1b1ef15e3b71c2d0a7·3096356·python·optional·python3-pandas_2.2.3+dfsg-5_all.deb


Offset 1, 3 lines modified		Offset 1, 3 lines modified
1	-rw-r--r--···0········0········0········4·2024-10-21·18:43:11.000000·debian-binary	1	-rw-r--r--···0········0········0········4·2024-10-21·18:43:11.000000·debian-binary
2	-rw-r--r--···0········0········0···146904·2024-10-21·18:43:11.000000·control.tar.xz	2	-rw-r--r--···0········0········0···146904·2024-10-21·18:43:11.000000·control.tar.xz
3	-rw-r--r--···0········0········0··909~~7908~~·2024-10-21·18:43:11.000000·data.tar.xz	3	-rw-r--r--···0········0········0··9098332·2024-10-21·18:43:11.000000·data.tar.xz


Offset 21494, 31 lines modified		Offset 21494, 31 lines modified
21494	········"001294":·2210,	21494	········"001294":·2210,
21495	········"001372":·2207,	21495	········"001372":·2207,
21496	········"001376":·2207,	21496	········"001376":·2207,
21497	········"001427":·2214,	21497	········"001427":·2214,
21498	········"001438":·2195,	21498	········"001438":·2195,
21499	········"001486":·[102,·1158],	21499	········"001486":·[102,·1158],
21500	········"00180":·2294,	21500	········"00180":·2294,
21501	········"002":·~~[2193,·~~2264],	21501	········"002":·2264,
21502	········"002000":·2232,	21502	········"002000":·2232,
21503	········"002040":·2235,	21503	········"002040":·2235,
21504	········"002118":·[2230,·2231],	21504	········"002118":·[2230,·2231],
21505	········"002653":·2207,	21505	········"002653":·2207,
21506	········"002846":·2229,	21506	········"002846":·2229,
21507	········"003":·[2185,·2~~193,·2~~235],	21507	········"003":·[2185,·2235],
21508	········"003144":·2210,	21508	········"003144":·2210,
21509	········"003337":·2207,	21509	········"003337":·2207,
21510	········"003494":·15,	21510	········"003494":·15,
21511	········"003507":·[2209,·2218],	21511	········"003507":·[2209,·2218],
21512	········"003556":·2207,	21512	········"003556":·2207,
21513	········"00360":·2294,	21513	········"00360":·2294,
21514	········"003733":·2207,	21514	········"003733":·2207,
21515	········"003932":·2216,	21515	········"003932":·2216,
21516	········"003945":·2210,	21516	········"003945":·2210,
21517	········"004":·[2186,·2~~193,·2~~227],	21517	········"004":·[2186,·2227],
21518	········"004000":·2232,	21518	········"004000":·2232,
21519	········"004005006":·[287,·939],	21519	········"004005006":·[287,·939],
21520	········"004054":·2229,	21520	········"004054":·2229,
21521	········"004091":·[2204,·2257],	21521	········"004091":·[2204,·2257],
21522	········"004127":·2207,	21522	········"004127":·2207,
21523	········"004194":·2186,	21523	········"004194":·2186,
21524	········"004201":·2186,	21524	········"004201":·2186,
Offset 21531, 14 lines modified		Offset 21531, 15 lines modified
21531	········"005000":·2218,	21531	········"005000":·2218,
21532	········"005361":·2207,	21532	········"005361":·2207,
21533	········"005383":·2220,	21533	········"005383":·2220,
21534	········"005446":·2219,	21534	········"005446":·2219,
21535	········"005462":·2191,	21535	········"005462":·2191,
21536	········"005977":·2199,	21536	········"005977":·2199,
21537	········"005979":·2186,	21537	········"005979":·2186,
		21538	········"006":·2193,
21538	········"006123":·2207,	21539	········"006123":·2207,
21539	········"006154":·[2185,·2197,·2199,·2202,·2204,·2215,·2257],	21540	········"006154":·[2185,·2197,·2199,·2202,·2204,·2215,·2257],
21540	········"0062":·2191,	21541	········"0062":·2191,
21541	········"006349":·2195,	21542	········"006349":·2195,
21542	········"006438":·2215,	21543	········"006438":·2215,
21543	········"006549":·[182,·760],	21544	········"006549":·[182,·760],
21544	········"006695":·2186,	21545	········"006695":·2186,
Offset 21571, 14 lines modified		Offset 21572, 15 lines modified
21571	········"009783":·2207,	21572	········"009783":·2207,
21572	········"009797":·2186,	21573	········"009797":·2186,
21573	········"009826":·[102,·1158,·2205],	21574	········"009826":·[102,·1158,·2205],
21574	········"009920":·[2184,·2195,·2214],	21575	········"009920":·[2184,·2195,·2214],
21575	········"00am":·2230,	21576	········"00am":·2230,
21576	········"00index":·2218,	21577	········"00index":·2218,
21577	········"01":·[3,·15,·16,·17,·19,·29,·30,·31,·79,·80,·82,·88,·107,·121,·182,·187,·207,·213,·218,·219,·230,·242,·261,·270,·271,·276,·277,·278,·283,·286,·287,·288,·289,·290,·291,·292,·293,·294,·295,·296,·298,·299,·301,·302,·303,·304,·305,·306,·307,·308,·309,·310,·311,·312,·313,·314,·315,·316,·317,·318,·319,·320,·321,·322,·323,·324,·326,·329,·330,·331,·332,·333,·345,·362,·363,·423,·445,·510,·511,·513,·514,·515,·516,·517,·519,·521,·523,·525,·529,·531,·532,·533,·534,·535,·536,·537,·541,·542,·543,·544,·545,·546,·547,·548,·549,·551,·554,·556,·557,·558,·560,·561,·562,·563,·564,·565,·566,·575,·591,·592,·593,·600,·629,·637,·639,·640,·641,·642,·643,·644,·645,·646,·647,·649,·650,·651,·652,·654,·655,·656,·657,·658,·659,·660,·661,·662,·663,·665,·666,·667,·668,·670,·671,·673,·674,·675,·676,·677,·678,·679,·680,·684,·685,·686,·688,·689,·696,·760,·763,·781,·788,·793,·804,·817,·874,·893,·898,·899,·902,·903,·904,·905,·909,·910,·917,·919,·922,·929,·934,·939,·940,·943,·944,·945,·948,·949,·953,·954,·957,·959,·960,·969,·972,·982,·984,·997,·1000,·1001,·1003,·1004,·1005,·1011,·1014,·1016,·1017,·1020,·1021,·1024,·1051,·1075,·1078,·1106,·1118,·1122,·1141,·1144,·1145,·1147,·1157,·1164,·1170,·1171,·1176,·1180,·1185,·1192,·1195,·1197,·1206,·1214,·1221,·1227,·1228,·1233,·1239,·1245,·1246,·1253,·1256,·1258,·1268,·1269,·1270,·1271,·1272,·1273,·1274,·1275,·1277,·1278,·1279,·1280,·1282,·1283,·1284,·1285,·1286,·1287,·1288,·1290,·1291,·1292,·1293,·1294,·1295,·1296,·1297,·1344,·1345,·1367,·1391,·1392,·1393,·1436,·1447,·1452,·1475,·1488,·1490,·1498,·1500,·1501,·1506,·1524,·1542,·1560,·1620,·1699,·1720,·1741,·1793,·1815,·1857,·1930,·1947,·1982,·2036,·2054,·2090,·2108,·2127,·2163,·2184,·2185,·2186,·2188,·2191,·2195,·2197,·2198,·2199,·2200,·2201,·2202,·2204,·2205,·2206,·2207,·2209,·2210,·2212,·2214,·2215,·2216,·2217,·2218,·2219,·2220,·2221,·2222,·2223,·2225,·2226,·2228,·2229,·2230,·2231,·2232,·2235,·2238,·2240,·2241,·2246,·2249,·2261,·2264,·2265,·2271,·2283,·2289,·2294,·2298,·2302,·2307],	21578	········"01":·[3,·15,·16,·17,·19,·29,·30,·31,·79,·80,·82,·88,·107,·121,·182,·187,·207,·213,·218,·219,·230,·242,·261,·270,·271,·276,·277,·278,·283,·286,·287,·288,·289,·290,·291,·292,·293,·294,·295,·296,·298,·299,·301,·302,·303,·304,·305,·306,·307,·308,·309,·310,·311,·312,·313,·314,·315,·316,·317,·318,·319,·320,·321,·322,·323,·324,·326,·329,·330,·331,·332,·333,·345,·362,·363,·423,·445,·510,·511,·513,·514,·515,·516,·517,·519,·521,·523,·525,·529,·531,·532,·533,·534,·535,·536,·537,·541,·542,·543,·544,·545,·546,·547,·548,·549,·551,·554,·556,·557,·558,·560,·561,·562,·563,·564,·565,·566,·575,·591,·592,·593,·600,·629,·637,·639,·640,·641,·642,·643,·644,·645,·646,·647,·649,·650,·651,·652,·654,·655,·656,·657,·658,·659,·660,·661,·662,·663,·665,·666,·667,·668,·670,·671,·673,·674,·675,·676,·677,·678,·679,·680,·684,·685,·686,·688,·689,·696,·760,·763,·781,·788,·793,·804,·817,·874,·893,·898,·899,·902,·903,·904,·905,·909,·910,·917,·919,·922,·929,·934,·939,·940,·943,·944,·945,·948,·949,·953,·954,·957,·959,·960,·969,·972,·982,·984,·997,·1000,·1001,·1003,·1004,·1005,·1011,·1014,·1016,·1017,·1020,·1021,·1024,·1051,·1075,·1078,·1106,·1118,·1122,·1141,·1144,·1145,·1147,·1157,·1164,·1170,·1171,·1176,·1180,·1185,·1192,·1195,·1197,·1206,·1214,·1221,·1227,·1228,·1233,·1239,·1245,·1246,·1253,·1256,·1258,·1268,·1269,·1270,·1271,·1272,·1273,·1274,·1275,·1277,·1278,·1279,·1280,·1282,·1283,·1284,·1285,·1286,·1287,·1288,·1290,·1291,·1292,·1293,·1294,·1295,·1296,·1297,·1344,·1345,·1367,·1391,·1392,·1393,·1436,·1447,·1452,·1475,·1488,·1490,·1498,·1500,·1501,·1506,·1524,·1542,·1560,·1620,·1699,·1720,·1741,·1793,·1815,·1857,·1930,·1947,·1982,·2036,·2054,·2090,·2108,·2127,·2163,·2184,·2185,·2186,·2188,·2191,·2195,·2197,·2198,·2199,·2200,·2201,·2202,·2204,·2205,·2206,·2207,·2209,·2210,·2212,·2214,·2215,·2216,·2217,·2218,·2219,·2220,·2221,·2222,·2223,·2225,·2226,·2228,·2229,·2230,·2231,·2232,·2235,·2238,·2240,·2241,·2246,·2249,·2261,·2264,·2265,·2271,·2283,·2289,·2294,·2298,·2302,·2307],
		21579	········"010":·2193,
21578	········"0100":·[575,·893,·957,·970,·997,·1004,·1014,·1016,·1020,·1021,·1498,·2186,·2199,·2210,·2246,·2271],	21580	········"0100":·[575,·893,·957,·970,·997,·1004,·1014,·1016,·1020,·1021,·1498,·2186,·2199,·2210,·2246,·2271],
21579	········"010000":·[954,·1894],	21581	········"010000":·[954,·1894],
21580	········"010010012":·[923,·2209],	21582	········"010010012":·[923,·2209],
21581	········"010026":·2191,	21583	········"010026":·2191,
21582	········"010081":·15,	21584	········"010081":·15,
21583	········"010165":·2199,	21585	········"010165":·2199,
21584	········"010589":·2193,	21586	········"010589":·2193,
Offset 21597, 14 lines modified		Offset 21599, 15 lines modified
21597	········"011975":·2207,	21599	········"011975":·2207,
21598	········"012108":·2207,	21600	········"012108":·2207,
21599	········"012299":·2207,	21601	········"012299":·2207,
21600	········"0123456789123456":·[2164,·2165],	21602	········"0123456789123456":·[2164,·2165],
21601	········"012549":·2207,	21603	········"012549":·2207,
21602	········"012694":·2199,	21604	········"012694":·2199,
21603	········"012922":·2219,	21605	········"012922":·2219,
		21606	········"013068":·2228,
21604	········"013086":·15,	21607	········"013086":·15,
21605	········"0133":·2202,	21608	········"0133":·2202,
21606	········"013448":·2207,	21609	········"013448":·2207,
21607	········"013605":·2207,	21610	········"013605":·2207,
21608	········"013684":·[182,·760],	21611	········"013684":·[182,·760],
21609	········"013692":·[102,·1158],	21612	········"013692":·[102,·1158],
21610	········"013747":·2199,	21613	········"013747":·2199,
Offset 21619, 15 lines modified		Offset 21622, 15 lines modified
21619	········"014138":·2191,	21622	········"014138":·2191,
21620	········"014144":·[102,·1158],	21623	········"014144":·[102,·1158],
21621	········"014648":·2186,	21624	········"014648":·2186,
21622	········"014752":·2235,	21625	········"014752":·2235,
21623	········"014805":·2202,	21626	········"014805":·2202,
21624	········"014871":·[2185,·2197,·2199,·2202],	21627	········"014871":·[2185,·2197,·2199,·2202],
21625	········"014888":·2207,	21628	········"014888":·2207,
21626	········"015":·2~~193~~,	21629	········"014891":·2228,
21627	········"015083":·2186,	21630	········"015083":·2186,
21628	········"015420":·2195,	21631	········"015420":·2195,
21629	········"015458":·2207,	21632	········"015458":·2207,
21630	········"015696":·[2220,·2228,·2230],	21633	········"015696":·[2220,·2228,·2230],
21631	········"015906":·2186,	21634	········"015906":·2186,
21632	········"015962":·[2184,·2214],	21635	········"015962":·[2184,·2214],
21633	········"015988":·2186,	21636	········"015988":·2186,
Offset 21692, 15 lines modified		Offset 21695, 14 lines modified
21692	········"023526":·2191,	21695	········"023526":·2191,
21693	········"023640":·2230,	21696	········"023640":·2230,
21694	········"023688":·[15,·2185,·2191,·2197],	21697	········"023688":·[15,·2185,·2191,·2197],
21695	········"0237":·2204,	21698	········"0237":·2204,
21696	········"023721":·2207,	21699	········"023721":·2207,
21697	········"023888":·2186,	21700	········"023888":·2186,
21698	········"023898":·2195,	21701	········"023898":·2195,
21699	········"024":·2193,
21700	········"024121":·2207,	21702	········"024121":·2207,
21701	········"024180":·[2185,·2197,·2199,·2202,·2204,·2215],	21703	········"024180":·[2185,·2197,·2199,·2202,·2204,·2215],
21702	········"024320":·2210,	21704	········"024320":·2210,
21703	········"02458":·2195,	21705	········"02458":·2195,
21704	········"024580":·[2184,·2195,·2214],	21706	········"024580":·[2184,·2195,·2214],
21705	········"024738":·[102,·1158],	21707	········"024738":·[102,·1158],
21706	········"024786":·2207,	21708	········"024786":·2207,
Offset 21774, 15 lines modified		Offset 21776, 15 lines modified
21774	········"033350":·2207,	21776	········"033350":·2207,
21775	········"033387":·2186,	21777	········"033387":·2186,
21776	········"033606":·2186,	21778	········"033606":·2186,
21777	········"033606102414146":·2186,	21779	········"033606102414146":·2186,
21778	········"033695":·2186,	21780	········"033695":·2186,
21779	········"033718":·2204,	21781	········"033718":·2204,
21780	········"033823":·2210,	21782	········"033823":·2210,
21781	········"034":·1433,	21783	········"034":·[1433,·2193],
21782	········"034069":·2195,	21784	········"034069":·2195,
21783	········"034326":·[2184,·2257],	21785	········"034326":·[2184,·2257],
21784	········"034374":·2210,	21786	········"034374":·2210,
21785	········"034446":·2207,	21787	········"034446":·2207,
21786	········"034512":·2207,	21788	········"034512":·2207,
21787	········"034523":·2210,	21789	········"034523":·2210,
21788	········"034571":·2197,	21790	········"034571":·2197,
Max diff block lines reached; 43675/49379 bytes (88.45%) of diff not shown.


Offset 1856, 25 lines modified		Offset 1856, 25 lines modified
1856	<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>	1856	<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>

1857	<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>	1857	<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>

1858	<span·class="gp">In·[143]:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr[indexer]	1858	<span·class="gp">In·[143]:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr[indexer]
1859	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr.take(indexer,·axis=0)	1859	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·arr.take(indexer,·axis=0)
1860	<span·class="gp">···.....:·</span>	1860	<span·class="gp">···.....:·</span>
		1861	<span·class="go">247·us·+-·35.8·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)</span>
1861	<span·class="go">~~213~~·us·+-·21.2·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1862	<span·class="go">107·us·+-·10·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1862	<span·class="go">87.3·us·+-·15.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1863	</pre></div>	1863	</pre></div>
1864	</div>	1864	</div>
1865	<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>	1865	<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>

1866	<span·class="gp">In·[145]:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.iloc[indexer]	1866	<span·class="gp">In·[145]:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.iloc[indexer]
1867	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.take(indexer)	1867	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.take(indexer)
1868	<span·class="gp">···.....:·</span>	1868	<span·class="gp">···.....:·</span>
1869	<span·class="go">189·us·+-·53·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)</span>	1869	<span·class="go">187·us·+-·32.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)</span>
1870	<span·class="go">145·us·+-·20.9·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1870	<span·class="go">171·us·+-·15.1·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1871	</pre></div>	1871	</pre></div>
1872	</div>	1872	</div>
1873	</section>	1873	</section>
1874	<section·id="index-types">	1874	<section·id="index-types">
1875	<span·id="advanced-index-types"></span><h2>Index·types<a·class="headerlink"·href="#index-types"·title="Link·to·this·heading">#</a></h2>	1875	<span·id="advanced-index-types"></span><h2>Index·types<a·class="headerlink"·href="#index-types"·title="Link·to·this·heading">#</a></h2>
1876	<p>We·have·discussed·<code·class="docutils·literal·notranslate"><span·class="pre">MultiIndex</span></code>·in·the·previous·sections·pretty·extensively.	1876	<p>We·have·discussed·<code·class="docutils·literal·notranslate"><span·class="pre">MultiIndex</span></code>·in·the·previous·sections·pretty·extensively.
1877	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>,	1877	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 1241, 23 lines modified		Offset 1241, 23 lines modified
1241	In·[141]:·indexer·=·np.arange(10000)	1241	In·[141]:·indexer·=·np.arange(10000)

1242	In·[142]:·random.shuffle(indexer)	1242	In·[142]:·random.shuffle(indexer)

1243	In·[143]:·%timeit·arr[indexer]	1243	In·[143]:·%timeit·arr[indexer]
1244	···.....:·%timeit·arr.take(indexer,·axis=0)	1244	···.....:·%timeit·arr.take(indexer,·axis=0)
1245	···.....:	1245	···.....:
		1246	247·us·+-·35.8·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
1246	~~213~~·us·+-·21.2·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1247	107·us·+-·10·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1247	87.3·us·+-·15.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1248	In·[144]:·ser·=·pd.Series(arr[:,·0])	1248	In·[144]:·ser·=·pd.Series(arr[:,·0])

1249	In·[145]:·%timeit·ser.iloc[indexer]	1249	In·[145]:·%timeit·ser.iloc[indexer]
1250	···.....:·%timeit·ser.take(indexer)	1250	···.....:·%timeit·ser.take(indexer)
1251	···.....:	1251	···.....:
1252	189·us·+-·53·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	1252	187·us·+-·32.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
1253	145·us·+-·20.9·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1253	171·us·+-·15.1·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1254	\x8\x8\x8\x8\x8·I\x8In\x8nd\x8de\x8ex\x8x·t\x8ty\x8yp\x8pe\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	1254	\x8\x8\x8\x8\x8·I\x8In\x8nd\x8de\x8ex\x8x·t\x8ty\x8yp\x8pe\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
1255	We·have·discussed·MultiIndex·in·the·previous·sections·pretty·extensively.	1255	We·have·discussed·MultiIndex·in·the·previous·sections·pretty·extensively.
1256	Documentation·about·DatetimeIndex·and·PeriodIndex·are·shown·_\x8h_\x8e_\x8r_\x8e,·and	1256	Documentation·about·DatetimeIndex·and·PeriodIndex·are·shown·_\x8h_\x8e_\x8r_\x8e,·and
1257	documentation·about·TimedeltaIndex·is·found·_\x8h_\x8e_\x8r_\x8e.	1257	documentation·about·TimedeltaIndex·is·found·_\x8h_\x8e_\x8r_\x8e.
1258	In·the·following·sub-sections·we·will·highlight·some·other·index·types.	1258	In·the·following·sub-sections·we·will·highlight·some·other·index·types.
1259	\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	1259	\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
1260	_\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	1260	_\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 106, 33 lines modified		Offset 106, 33 lines modified
106	···...:·····dx·=·(b·-·a)·/·N	106	···...:·····dx·=·(b·-·a)·/·N
107	···...:·····for·i·in·range(N):	107	···...:·····for·i·in·range(N):
108	···...:·········s·+=·f(a·+·i·*·dx)	108	···...:·········s·+=·f(a·+·i·*·dx)
109	···...:·····return·s·*·dx	109	···...:·····return·s·*·dx
110	···...:	110	···...:
111	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):	111	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):
112	In·[5]:·%timeit·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)	112	In·[5]:·%timeit·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)
113	149·ms·+-·446·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	113	164·ms·+-·38.6·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
114	Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation·using	114	Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation·using
115	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:	115	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:
116	#·most·time·consuming·4·calls	116	#·most·time·consuming·4·calls
117	In·[6]:·%prun·-l·4·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),	117	In·[6]:·%prun·-l·4·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),
118	axis=1)··#·noqa·E999	118	axis=1)··#·noqa·E999
119	·········605951·function·calls·(605933·primitive·calls)·in·0.279·seconds	119	·········605951·function·calls·(605933·primitive·calls)·in·0.472·seconds

120	···Ordered·by:·internal·time	120	···Ordered·by:·internal·time
121	···List·reduced·from·159·to·4·due·to·restriction·<4>	121	···List·reduced·from·159·to·4·due·to·restriction·<4>

122	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)	122	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)
123	·····1000····0.~~177~~····0.000····0.238····0.000·<ipython-input-4-c2a74e076cf0>:1	123	·····1000····0.284····0.000····0.387····0.000·<ipython-input-4-c2a74e076cf0>:1
124	(integrate_f)	124	(integrate_f)
125	···552423····0.~~062~~····0.000····0.~~062~~····0.000·<ipython-input-3-c138bdd570e3>:1	125	···552423····0.104····0.000····0.104····0.000·<ipython-input-3-c138bdd570e3>:1
126	(f)	126	(f)
127	········1····0.009····0.009····0.~~278~~····0.~~278~~·apply.py:1070	127	········1····0.034····0.034····0.462····0.462·apply.py:1070
128	(apply_series_generator)	128	(apply_series_generator)
129	·····1000····0.009····0.000····0.009····0.000·m~~anag~~ers.py:2~~065~~(~~set~~_values)	129	·····3000····0.009····0.000····0.010····0.000·series.py:831(_values)
130	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence	130	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence
131	we’ll·concentrate·our·efforts·cythonizing·these·two·functions.	131	we’ll·concentrate·our·efforts·cythonizing·these·two·functions.
132	\x8\x8\x8\x8·P\x8Pl\x8la\x8ai\x8in\x8n·C\x8Cy\x8yt\x8th\x8ho\x8on\x8n_\x8#\x8#·\x8\x8\x8\x8	132	\x8\x8\x8\x8·P\x8Pl\x8la\x8ai\x8in\x8n·C\x8Cy\x8yt\x8th\x8ho\x8on\x8n_\x8#\x8#·\x8\x8\x8\x8
133	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:	133	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:
134	In·[7]:·%load_ext·Cython	134	In·[7]:·%load_ext·Cython
135	Now,·let’s·simply·copy·our·functions·over·to·Cython:	135	Now,·let’s·simply·copy·our·functions·over·to·Cython:
136	In·[8]:·%%cython	136	In·[8]:·%%cython
Offset 143, 15 lines modified		Offset 143, 15 lines modified
143	···...:·····dx·=·(b·-·a)·/·N	143	···...:·····dx·=·(b·-·a)·/·N
144	···...:·····for·i·in·range(N):	144	···...:·····for·i·in·range(N):
145	···...:·········s·+=·f_plain(a·+·i·*·dx)	145	···...:·········s·+=·f_plain(a·+·i·*·dx)
146	···...:·····return·s·*·dx	146	···...:·····return·s·*·dx
147	···...:	147	···...:
148	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),	148	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),
149	axis=1)	149	axis=1)
150	9~~4.3~~·ms·+-·19.6·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	150	124·ms·+-·17.2·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
151	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-	151	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-
152	third.	152	third.
153	\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	153	\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
154	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and	154	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and
155	cpdef·to·improve·performance:	155	cpdef·to·improve·performance:
156	In·[10]:·%%cython	156	In·[10]:·%%cython
157	···....:·cdef·double·f_typed(double·x)·except?·-2:	157	···....:·cdef·double·f_typed(double·x)·except?·-2:
Offset 163, 35 lines modified		Offset 163, 35 lines modified
163	···....:·····dx·=·(b·-·a)·/·N	163	···....:·····dx·=·(b·-·a)·/·N
164	···....:·····for·i·in·range(N):	164	···....:·····for·i·in·range(N):
165	···....:·········s·+=·f_typed(a·+·i·*·dx)	165	···....:·········s·+=·f_typed(a·+·i·*·dx)
166	···....:·····return·s·*·dx	166	···....:·····return·s·*·dx
167	···....:	167	···....:
168	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),	168	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),
169	axis=1)	169	axis=1)
170	10.7·ms·+-·1.9·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	170	11.5·ms·+-·1.92·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
171	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance	171	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance
172	improvement·compared·to·the·original·Python·implementation.	172	improvement·compared·to·the·original·Python·implementation.
173	\x8\x8\x8\x8·U\x8Us\x8si\x8in\x8ng\x8g·n\x8nd\x8da\x8ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8	173	\x8\x8\x8\x8·U\x8Us\x8si\x8in\x8ng\x8g·n\x8nd\x8da\x8ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8
174	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling	174	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling
175	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).	175	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).
176	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an	176	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an
177	np.ndarray.	177	np.ndarray.
178	In·[12]:·%prun·-l·4·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x	178	In·[12]:·%prun·-l·4·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x
179	["N"]),·axis=1)	179	["N"]),·axis=1)
180	·········52528·function·calls·(52510·primitive·calls)·in·0.024·seconds	180	·········52528·function·calls·(52510·primitive·calls)·in·0.054·seconds

181	···Ordered·by:·internal·time	181	···Ordered·by:·internal·time
182	···List·reduced·from·157·to·4·due·to·restriction·<4>	182	···List·reduced·from·157·to·4·due·to·restriction·<4>

183	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)	183	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)
184	·····3000····0.004····0.000····0.015····0.000·~~seri~~es.py:1095(~~__g~~e~~titem__~~)	184	·····3000····0.009····0.000····0.009····0.000·managers.py:2004(internal_values)
185	·····3000····0.003····0.000····0.007····0.000·~~seri~~es.py:12~~20(_g~~et_value)	185	·····1000····0.009····0.000····0.009····0.000·managers.py:2065(set_values)
		186	·····3000····0.006····0.000····0.007····0.000·base.py:3777(get_loc)
186	····16098····0.002····0.000····0.003····0.000·{built-in·method	187	····16098····0.006····0.000····0.007····0.000·{built-in·method
187	builtins.isinstance}	188	builtins.isinstance}
188	·····3000····0.002····0.000····0.003····0.000·base.py:3777(get_loc)
189	In·[13]:·%%cython	189	In·[13]:·%%cython
190	···....:·cimport·numpy·as·np	190	···....:·cimport·numpy·as·np
191	···....:·import·numpy·as·np	191	···....:·import·numpy·as·np
192	···....:·cdef·double·f_typed(double·x)·except?·-2:	192	···....:·cdef·double·f_typed(double·x)·except?·-2:
193	···....:·····return·x·*·(x·-·1)	193	···....:·····return·x·*·(x·-·1)
194	···....:·cpdef·double·integrate_f_typed(double·a,·double·b,·int·N):	194	···....:·cpdef·double·integrate_f_typed(double·a,·double·b,·int·N):
195	···....:·····cdef·int·i	195	···....:·····cdef·int·i
Offset 232, 22 lines modified		Offset 232, 22 lines modified
232	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of	232	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of
233	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in	233	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in
234	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.	234	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.
235	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)	235	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)
236	calls·are·needed·to·utilize·this·function.	236	calls·are·needed·to·utilize·this·function.
237	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df	237	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df
238	["N"].to_numpy())	238	["N"].to_numpy())
239	1.25·ms·+-·6~~8.6~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	239	1.6·ms·+-·110·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
240	Performance·has·improved·from·the·prior·implementation·by·almost·ten·times.	240	Performance·has·improved·from·the·prior·implementation·by·almost·ten·times.
241	\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	241	\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
242	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s	242	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s
243	boundscheck·and·wraparound·checks·can·yield·more·performance.	243	boundscheck·and·wraparound·checks·can·yield·more·performance.
244	In·[15]:·%prun·-l·4·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),	244	In·[15]:·%prun·-l·4·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),
245	df["N"].to_numpy())	245	df["N"].to_numpy())
246	·········78·function·calls·in·0.002·seconds	246	·········78·function·calls·in·0.001·seconds

247	···Ordered·by:·internal·time	247	···Ordered·by:·internal·time
248	···List·reduced·from·21·to·4·due·to·restriction·<4>	248	···List·reduced·from·21·to·4·due·to·restriction·<4>

249	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)	249	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)
250	········1····0.001····0.001····0.001····0.001·<string>:1(<module>)	250	········1····0.001····0.001····0.001····0.001·<string>:1(<module>)
251	········1····0.000····0.000····0.000····0.000·{method·'disable'·of	251	········1····0.000····0.000····0.000····0.000·{method·'disable'·of
Offset 295, 15 lines modified		Offset 295, 15 lines modified
295	/usr/lib/python3/dist-packages/numpy/core/include/numpy/	295	/usr/lib/python3/dist-packages/numpy/core/include/numpy/
296	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,	296	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,
297	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]	297	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]
298	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\	298	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\
299	······\|··^~~~~~~	299	······\|··^~~~~~~
300	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),	300	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),
301	df["N"].to_numpy())	301	df["N"].to_numpy())
302	~~829~~·us·+-·12.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	302	1.1·ms·+-·113·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
303	However,·a·loop·indexer·i·accessing·an·invalid·location·in·an·array·would·cause	303	However,·a·loop·indexer·i·accessing·an·invalid·location·in·an·array·would·cause
304	a·segfault·because·memory·access·isn’t·checked.·For·more·about·boundscheck·and	304	a·segfault·because·memory·access·isn’t·checked.·For·more·about·boundscheck·and
305	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.	305	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.
306	\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	306	\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
307	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-	307	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-
308	time·(JIT)·compiler·with·_\x8N_\x8u_\x8m_\x8b_\x8a.	308	time·(JIT)·compiler·with·_\x8N_\x8u_\x8m_\x8b_\x8a.
309	Numba·allows·you·to·write·a·pure·Python·function·which·can·be·JIT·compiled·to	309	Numba·allows·you·to·write·a·pure·Python·function·which·can·be·JIT·compiled·to
Offset 606, 17 lines modified		Offset 606, 17 lines modified
606	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance	606	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance
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Offset 1095, 16 lines modified		Offset 1095, 16 lines modified
1095	<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>	1095	<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>
1096	<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>	1096	<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>
1097	<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>	1097	<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>
1098	<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>	1098	<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>
1099	<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>	1099	<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>
1100	<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>	1100	<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>
1101	<span·class="gp">···....:·</span>	1101	<span·class="gp">···....:·</span>
1102	<span·class="go">CPU·times:·user·~~739~~·us,·sys:·0·ns,·total:·~~739~~·us</span>	1102	<span·class="go">CPU·times:·user·592·us,·sys:·55·us,·total:·647·us</span>
1103	<span·class="go">Wall·time:·~~759~~·us</span>	1103	<span·class="go">Wall·time:·665·us</span>
1104	<span·class="gh">Out[32]:·</span><span·class="go">Series([],·dtype:·int64)</span>	1104	<span·class="gh">Out[32]:·</span><span·class="go">Series([],·dtype:·int64)</span>
1105	</pre></div>	1105	</pre></div>
1106	</div>	1106	</div>
1107	<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	1107	<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
1108	<code·class="docutils·literal·notranslate"><span·class="pre">chunksize</span></code>·when·reading·a·single·file.</p>	1108	<code·class="docutils·literal·notranslate"><span·class="pre">chunksize</span></code>·when·reading·a·single·file.</p>
1109	<p>Manually·chunking·is·an·OK·option·for·workflows·that·don’t	1109	<p>Manually·chunking·is·an·OK·option·for·workflows·that·don’t
1110	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	1110	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 640, 16 lines modified		Offset 640, 16 lines modified
640	···....:·files·=·pathlib.Path("data/timeseries/").glob("ts*.parquet")	640	···....:·files·=·pathlib.Path("data/timeseries/").glob("ts*.parquet")
641	···....:·counts·=·pd.Series(dtype=int)	641	···....:·counts·=·pd.Series(dtype=int)
642	···....:·for·path·in·files:	642	···....:·for·path·in·files:
643	···....:·····df·=·pd.read_parquet(path)	643	···....:·····df·=·pd.read_parquet(path)
644	···....:·····counts·=·counts.add(df["name"].value_counts(),·fill_value=0)	644	···....:·····counts·=·counts.add(df["name"].value_counts(),·fill_value=0)
645	···....:·counts.astype(int)	645	···....:·counts.astype(int)
646	···....:	646	···....:
647	CPU·times:·user·~~739~~·us,·sys:·0·ns,·total:·~~739~~·us	647	CPU·times:·user·592·us,·sys:·55·us,·total:·647·us
648	Wall·time:·~~759~~·us	648	Wall·time:·665·us
649	Out[32]:·Series([],·dtype:·int64)	649	Out[32]:·Series([],·dtype:·int64)
650	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	650	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
651	when·reading·a·single·file.	651	when·reading·a·single·file.
652	Manually·chunking·is·an·OK·option·for·workflows·that·don’t·require·too	652	Manually·chunking·is·an·OK·option·for·workflows·that·don’t·require·too
653	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),	653	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),
654	are·much·harder·to·do·chunkwise.·In·these·cases,·you·may·be·better·switching·to	654	are·much·harder·to·do·chunkwise.·In·these·cases,·you·may·be·better·switching·to
655	a·different·library·that·implements·these·out-of-core·algorithms·for·you.	655	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":·"2025-12-09T18:24:27.48~~9252~~Z",	46	····················"iopub.execute_input":·"2024-11-06T13:30:01.980846Z",
47	····················"iopub.status.busy":·"2025-12-09T18:24:27.48~~8975~~Z",	47	····················"iopub.status.busy":·"2024-11-06T13:30:01.980558Z",
48	····················"iopub.status.idle":·"2025-12-09T18:24:28.~~040~~349Z",	48	····················"iopub.status.idle":·"2024-11-06T13:30:02.581327Z",
49	····················"shell.execute_reply":·"2025-12-09T18:24:28.~~024318~~Z"	49	····················"shell.execute_reply":·"2024-11-06T13:30:02.580594Z"
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":·"2025-12-09T18:24:28.065763Z",	84	····················"iopub.execute_input":·"2024-11-06T13:30:02.585213Z",
85	····················"iopub.status.busy":·"2025-12-09T18:24:28.~~06506~~8Z",	85	····················"iopub.status.busy":·"2024-11-06T13:30:02.584588Z",
86	····················"iopub.status.idle":·"2025-12-09T18:24:28.396~~506~~Z",	86	····················"iopub.status.idle":·"2024-11-06T13:30:02.936985Z",
87	····················"shell.execute_reply":·"2025-12-09T18:24:28.392~~336~~Z"	87	····················"shell.execute_reply":·"2024-11-06T13:30:02.928588Z"
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":·"2025-12-09T18:24:28.~~413~~412Z",	102	····················"iopub.execute_input":·"2024-11-06T13:30:02.945406Z",
103	····················"iopub.status.busy":·"2025-12-09T18:24:28.~~413~~023Z",	103	····················"iopub.status.busy":·"2024-11-06T13:30:02.945030Z",
104	····················"iopub.status.idle":·"2025-12-09T18:24:28.~~540~~334Z",	104	····················"iopub.status.idle":·"2024-11-06T13:30:03.016362Z",
105	····················"shell.execute_reply":·"2025-12-09T18:24:28.~~524304~~Z"	105	····················"shell.execute_reply":·"2024-11-06T13:30:03.008977Z"
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":·"2025-12-09T18:24:28.~~553416~~Z",	130	····················"iopub.execute_input":·"2024-11-06T13:30:03.028090Z",
131	····················"iopub.status.busy":·"2025-12-09T18:24:28.~~553030~~Z",	131	····················"iopub.status.busy":·"2024-11-06T13:30:03.027745Z",
132	····················"iopub.status.idle":·"2025-12-09T18:24:28.608~~322~~Z",	132	····················"iopub.status.idle":·"2024-11-06T13:30:03.060465Z",
133	····················"shell.execute_reply":·"2025-12-09T18:24:28.~~592305~~Z"	133	····················"shell.execute_reply":·"2024-11-06T13:30:03.056576Z"
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":·"2025-12-09T18:24:28.~~649478~~Z",	200	····················"iopub.execute_input":·"2024-11-06T13:30:03.098562Z",
201	····················"iopub.status.busy":·"2025-12-09T18:24:28.~~649147~~Z",	201	····················"iopub.status.busy":·"2024-11-06T13:30:03.098301Z",
202	····················"iopub.status.idle":·"2025-12-09T18:24:28.712350Z",	202	····················"iopub.status.idle":·"2024-11-06T13:30:03.118377Z",
203	····················"shell.execute_reply":·"2025-12-09T18:24:28.~~696307~~Z"	203	····················"shell.execute_reply":·"2024-11-06T13:30:03.114082Z"
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":·"2025-12-09T18:24:28.72~~940~~0Z",	334	····················"iopub.execute_input":·"2024-11-06T13:30:03.121820Z",
335	····················"iopub.status.busy":·"2025-12-09T18:24:28.72~~9105~~Z",	335	····················"iopub.status.busy":·"2024-11-06T13:30:03.121574Z",
336	····················"iopub.status.idle":·"2025-12-09T18:24:28.~~792~~328Z",	336	····················"iopub.status.idle":·"2024-11-06T13:30:03.141323Z",
337	····················"shell.execute_reply":·"2025-12-09T18:24:28.~~7762~~99Z"	337	····················"shell.execute_reply":·"2024-11-06T13:30:03.140590Z"
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":·"2025-12-09T18:24:28.~~807400~~Z",	455	····················"iopub.execute_input":·"2024-11-06T13:30:03.144952Z",
456	····················"iopub.status.busy":·"2025-12-09T18:24:28.~~807137~~Z",	456	····················"iopub.status.busy":·"2024-11-06T13:30:03.144654Z",
457	····················"iopub.status.idle":·"2025-12-09T18:24:28.860331Z",	457	····················"iopub.status.idle":·"2024-11-06T13:30:03.161134Z",
458	····················"shell.execute_reply":·"2025-12-09T18:24:28.~~844~~302Z"	458	····················"shell.execute_reply":·"2024-11-06T13:30:03.160393Z"
459	················}	459	················}
460	············},	460	············},
461	············"outputs":·[	461	············"outputs":·[
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Offset 1622, 20 lines modified		Offset 1622, 20 lines modified
1622	<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>	1622	<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>
1623	<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>	1623	<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>
1624	<span·class="gp">···....:·</span>	1624	<span·class="gp">···....:·</span>
1625	</pre></div>	1625	</pre></div>
1626	</div>	1626	</div>
1627	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·eval·with·NumExpr·backend</span>	1627	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·eval·with·NumExpr·backend</span>
1628	<span·class="gp">In·[95]:·</span><span·class="o">%</span><span·class="k">timeit</span>·pd.eval('df1·+·df2·+·df3·+·df4')	1628	<span·class="gp">In·[95]:·</span><span·class="o">%</span><span·class="k">timeit</span>·pd.eval('df1·+·df2·+·df3·+·df4')
1629	<span·class="go">14·ms·+-·~~701~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>	1629	<span·class="go">13.2·ms·+-·454·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>
1630	</pre></div>	1630	</pre></div>
1631	</div>	1631	</div>
1632	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·pure·Python·evaluation</span>	1632	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·pure·Python·evaluation</span>
1633	<span·class="gp">In·[96]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df1·+·df2·+·df3·+·df4	1633	<span·class="gp">In·[96]:·</span><span·class="o">%</span><span·class="k">timeit</span>·df1·+·df2·+·df3·+·df4
1634	<span·class="go">33.4·ms·+-·3.82·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>	1634	<span·class="go">19.3·ms·+-·3.29·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>
1635	</pre></div>	1635	</pre></div>
1636	</div>	1636	</div>
1637	<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>	1637	<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>
1638	</li>	1638	</li>
1639	<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	1639	<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
1640	<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame.eval</span></code>·method·that·evaluates·an·expression·in·the·context·of	1640	<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame.eval</span></code>·method·that·evaluates·an·expression·in·the·context·of
1641	the·<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame</span></code>.·For·example,</p>	1641	the·<code·class="docutils·literal·notranslate"><span·class="pre">DataFrame</span></code>.·For·example,</p>


Offset 961, 18 lines modified		Offset 961, 18 lines modified

961	······In·[94]:·df1,·df2,·df3,·df4·=·[pd.DataFrame(np.random.randn(nrows,	961	······In·[94]:·df1,·df2,·df3,·df4·=·[pd.DataFrame(np.random.randn(nrows,
962	······ncols))	962	······ncols))
963	·········....:·······················for·_·in·range(4)]	963	·········....:·······················for·_·in·range(4)]
964	·········....:	964	·········....:
965	······#·eval·with·NumExpr·backend	965	······#·eval·with·NumExpr·backend
966	······In·[95]:·%timeit·pd.eval('df1·+·df2·+·df3·+·df4')	966	······In·[95]:·%timeit·pd.eval('df1·+·df2·+·df3·+·df4')
967	······14·ms·+-·~~701~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	967	······13.2·ms·+-·454·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
968	······#·pure·Python·evaluation	968	······#·pure·Python·evaluation
969	······In·[96]:·%timeit·df1·+·df2·+·df3·+·df4	969	······In·[96]:·%timeit·df1·+·df2·+·df3·+·df4
970	······33.4·ms·+-·3.82·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	970	······19.3·ms·+-·3.29·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
971	······For·more·details,·see·the·_\x8t_\x8h_\x8e_\x8·_\x8d_\x8o_\x8c_\x8s	971	······For·more·details,·see·the·_\x8t_\x8h_\x8e_\x8·_\x8d_\x8o_\x8c_\x8s
972	····*·Similar·to·pandas.eval,·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·has·a·new·DataFrame.eval·method·that	972	····*·Similar·to·pandas.eval,·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e·has·a·new·DataFrame.eval·method·that
973	······evaluates·an·expression·in·the·context·of·the·DataFrame.·For·example,	973	······evaluates·an·expression·in·the·context·of·the·DataFrame.·For·example,
974	······In·[97]:·df·=·pd.DataFrame(np.random.randn(10,·2),·columns=['a',·'b'])	974	······In·[97]:·df·=·pd.DataFrame(np.random.randn(10,·2),·columns=['a',·'b'])

975	······In·[98]:·df.eval('a·+·b')	975	······In·[98]:·df.eval('a·+·b')
976	······Out[98]:	976	······Out[98]:


Offset 1467, 18 lines modified		Offset 1467, 18 lines modified
1467	</div>	1467	</div>
1468	<div·class="admonition·note">	1468	<div·class="admonition·note">
1469	<p·class="admonition-title">Note</p>	1469	<p·class="admonition-title">Note</p>
1470	<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>	1470	<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>
1471	<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>	1471	<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>

1472	<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>	1472	<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>
1473	<span·class="gh">Out[66]:·</span><span·class="go">Timestamp('2025-12-09·06:25:37.~~470~~079')</span>	1473	<span·class="gh">Out[66]:·</span><span·class="go">Timestamp('2024-11-07·03:31:14.013068')</span>

1474	<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>	1474	<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>
1475	<span·class="gh">Out[67]:·</span><span·class="go">Timestamp('2026-12-09·06:25:37.~~472377~~')</span>	1475	<span·class="gh">Out[67]:·</span><span·class="go">Timestamp('2025-11-07·03:31:14.014891')</span>
1476	</pre></div>	1476	</pre></div>
1477	</div>	1477	</div>
1478	</div>	1478	</div>
1479	</section>	1479	</section>
1480	</section>	1480	</section>
1481	<section·id="changes-to-index-comparisons">	1481	<section·id="changes-to-index-comparisons">
1482	<h3>Changes·to·Index·comparisons<a·class="headerlink"·href="#changes-to-index-comparisons"·title="Link·to·this·heading">#</a></h3>	1482	<h3>Changes·to·Index·comparisons<a·class="headerlink"·href="#changes-to-index-comparisons"·title="Link·to·this·heading">#</a></h3>


Offset 810, 18 lines modified		Offset 810, 18 lines modified
810	freq=None)	810	freq=None)
811	Note	811	Note
812	If·you·want·to·perform·calculations·based·on·today’s·date,·use·Timestamp.now()	812	If·you·want·to·perform·calculations·based·on·today’s·date,·use·Timestamp.now()
813	and·pandas.tseries.offsets.	813	and·pandas.tseries.offsets.
814	In·[65]:·import·pandas.tseries.offsets·as·offsets	814	In·[65]:·import·pandas.tseries.offsets·as·offsets

815	In·[66]:·pd.Timestamp.now()	815	In·[66]:·pd.Timestamp.now()
816	Out[66]:·Timestamp('2025-12-09·06:25:37.~~470~~079')	816	Out[66]:·Timestamp('2024-11-07·03:31:14.013068')

817	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)	817	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)
818	Out[67]:·Timestamp('2026-12-09·06:25:37.~~472377~~')	818	Out[67]:·Timestamp('2025-11-07·03:31:14.014891')
819	\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	819	\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
820	Operator·equal·on·Index·should·behavior·similarly·to·Series·(_\x8G_\x8H_\x8·_\x89_\x89_\x84_\x87,·_\x8G_\x8H_\x8·_\x81_\x80_\x86_\x83_\x87)	820	Operator·equal·on·Index·should·behavior·similarly·to·Series·(_\x8G_\x8H_\x8·_\x89_\x89_\x84_\x87,·_\x8G_\x8H_\x8·_\x81_\x80_\x86_\x83_\x87)
821	Starting·in·v0.17.0,·comparing·Index·objects·of·different·lengths·will·raise·a	821	Starting·in·v0.17.0,·comparing·Index·objects·of·different·lengths·will·raise·a
822	ValueError.·This·is·to·be·consistent·with·the·behavior·of·Series.	822	ValueError.·This·is·to·be·consistent·with·the·behavior·of·Series.
823	Previous·behavior:	823	Previous·behavior:
824	In·[2]:·pd.Index([1,·2,·3])·==·pd.Index([1,·4,·5])	824	In·[2]:·pd.Index([1,·2,·3])·==·pd.Index([1,·4,·5])
825	Out[2]:·array([·True,·False,·False],·dtype=bool)	825	Out[2]:·array([·True,·False,·False],·dtype=bool)


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6254	-rw-r--r--···0·root·········(0)·root·········(0)···114409·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/enhancingperf.html	6254	-rw-r--r--···0·root·········(0)·root·········(0)···114413·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/enhancingperf.html
6255	-rw-r--r--···0·root·········(0)·root·········(0)···106902·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/gotchas.html	6255	-rw-r--r--···0·root·········(0)·root·········(0)···106902·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/gotchas.html
6256	-rw-r--r--···0·root·········(0)·root·········(0)···299886·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/groupby.html	6256	-rw-r--r--···0·root·········(0)·root·········(0)···299886·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/groupby.html
6257	-rw-r--r--···0·root·········(0)·root·········(0)····58768·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/index.html	6257	-rw-r--r--···0·root·········(0)·root·········(0)····58768·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/index.html
6258	-rw-r--r--···0·root·········(0)·root·········(0)···394407·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/indexing.html	6258	-rw-r--r--···0·root·········(0)·root·········(0)···394407·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/indexing.html
6259	-rw-r--r--···0·root·········(0)·root·········(0)····40816·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/integer_na.html	6259	-rw-r--r--···0·root·········(0)·root·········(0)····40816·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/integer_na.html
6260	-rw-r--r--···0·root·········(0)·root·········(0)··1144274·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/io.html	6260	-rw-r--r--···0·root·········(0)·root·········(0)··1144274·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/io.html
6261	-rw-r--r--···0·root·········(0)·root·········(0)···207911·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/merging.html	6261	-rw-r--r--···0·root·········(0)·root·········(0)···207911·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/merging.html
6262	-rw-r--r--···0·root·········(0)·root·········(0)···177680·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/missing_data.html	6262	-rw-r--r--···0·root·········(0)·root·········(0)···177680·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/missing_data.html
6263	-rw-r--r--···0·root·········(0)·root·········(0)···111206·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/options.html	6263	-rw-r--r--···0·root·········(0)·root·········(0)···111206·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/options.html
6264	-rw-r--r--···0·root·········(0)·root·········(0)···146554·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/pyarrow.html	6264	-rw-r--r--···0·root·········(0)·root·········(0)···146554·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/pyarrow.html
6265	-rw-r--r--···0·root·········(0)·root·········(0)···161699·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/reshaping.html	6265	-rw-r--r--···0·root·········(0)·root·········(0)···161699·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/reshaping.html
6266	-rw-r--r--···0·root·········(0)·root·········(0)···114620·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/scale.html	6266	-rw-r--r--···0·root·········(0)·root·········(0)···114621·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/scale.html
6267	-rw-r--r--···0·root·········(0)·root·········(0)····64712·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/sparse.html	6267	-rw-r--r--···0·root·········(0)·root·········(0)····64712·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/sparse.html


Offset 601, 31 lines modified		Offset 601, 31 lines modified
601	<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>	601	<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>
602	<span·class="gp">···...:·</span>····<span·class="k">return</span>·<span·class="n">s</span>·<span·class="o">*</span>·<span·class="n">dx</span>	602	<span·class="gp">···...:·</span>····<span·class="k">return</span>·<span·class="n">s</span>·<span·class="o">*</span>·<span·class="n">dx</span>
603	<span·class="gp">···...:·</span>	603	<span·class="gp">···...:·</span>
604	</pre></div>	604	</pre></div>
605	</div>	605	</div>
606	<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>	606	<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>
607	<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)	607	<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)
608	<span·class="go">149·ms·+-·446·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>	608	<span·class="go">164·ms·+-·38.6·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>
609	</pre></div>	609	</pre></div>
610	</div>	610	</div>
611	<p>Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation	611	<p>Let’s·take·a·look·and·see·where·the·time·is·spent·during·this·operation
612	using·the·<a·class="reference·external"·href="https://ipython.readthedocs.io/en/stable/interactive/magics.html#magic-prun">prun·ipython·magic·function</a>:</p>	612	using·the·<a·class="reference·external"·href="https://ipython.readthedocs.io/en/stable/interactive/magics.html#magic-prun">prun·ipython·magic·function</a>:</p>
613	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·most·time·consuming·4·calls</span>	613	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·most·time·consuming·4·calls</span>
614	<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	614	<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
615	<span·class="go">·········605951·function·calls·(605933·primitive·calls)·in·0.279·seconds</span>	615	<span·class="go">·········605951·function·calls·(605933·primitive·calls)·in·0.472·seconds</span>

616	<span·class="go">···Ordered·by:·internal·time</span>	616	<span·class="go">···Ordered·by:·internal·time</span>
617	<span·class="go">···List·reduced·from·159·to·4·due·to·restriction·<4></span>	617	<span·class="go">···List·reduced·from·159·to·4·due·to·restriction·<4></span>

618	<span·class="go">···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)</span>	618	<span·class="go">···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)</span>
619	<span·class="go">·····1000····0.~~177~~····0.000····0.238····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>	619	<span·class="go">·····1000····0.284····0.000····0.387····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>
620	<span·class="go">···552423····0.~~062~~····0.000····0.~~062~~····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>	620	<span·class="go">···552423····0.104····0.000····0.104····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>
621	<span·class="go">········1····0.009····0.009····0.~~278~~····0.~~278~~·apply.py:1070(apply_series_generator)</span>	621	<span·class="go">········1····0.034····0.034····0.462····0.462·apply.py:1070(apply_series_generator)</span>
622	<span·class="go">·····1000····0.009····0.000····0.009····0.000·m~~anag~~ers.py:2~~065~~(~~set~~_values)</span>	622	<span·class="go">·····3000····0.009····0.000····0.010····0.000·series.py:831(_values)</span>
623	</pre></div>	623	</pre></div>
624	</div>	624	</div>
625	<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>,	625	<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>,
626	hence·we’ll·concentrate·our·efforts·cythonizing·these·two·functions.</p>	626	hence·we’ll·concentrate·our·efforts·cythonizing·these·two·functions.</p>
627	</section>	627	</section>
628	<section·id="plain-cython">	628	<section·id="plain-cython">
629	<span·id="enhancingperf-plain"></span><h3>Plain·Cython<a·class="headerlink"·href="#plain-cython"·title="Link·to·this·heading">#</a></h3>	629	<span·id="enhancingperf-plain"></span><h3>Plain·Cython<a·class="headerlink"·href="#plain-cython"·title="Link·to·this·heading">#</a></h3>
Offset 643, 15 lines modified		Offset 643, 15 lines modified
643	<span·class="gp">···...:·</span>····for·i·in·range(N):	643	<span·class="gp">···...:·</span>····for·i·in·range(N):
644	<span·class="gp">···...:·</span>········s·+=·f_plain(a·+·i·*·dx)	644	<span·class="gp">···...:·</span>········s·+=·f_plain(a·+·i·*·dx)
645	<span·class="gp">···...:·</span>····return·s·*·dx	645	<span·class="gp">···...:·</span>····return·s·*·dx
646	<span·class="gp">···...:·</span>	646	<span·class="gp">···...:·</span>
647	</pre></div>	647	</pre></div>
648	</div>	648	</div>


Offset 829, 18 lines modified		Offset 829, 18 lines modified
829	a·new·ndarray·of·period·objects·each·time.</p>	829	a·new·ndarray·of·period·objects·each·time.</p>
830	<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>	830	<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>
831	<span·class="gh">Out[18]:·</span>	831	<span·class="gh">Out[18]:·</span>
832	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>	832	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>
833	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>	833	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>

834	<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>	834	<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>
835	<span·class="gh">Out[19]:·</span><span·class="go">281472434973616</span>	835	<span·class="gh">Out[19]:·</span><span·class="go">281473395739312</span>

836	<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>	836	<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>
837	<span·class="gh">Out[20]:·</span><span·class="go">281472434973616</span>	837	<span·class="gh">Out[20]:·</span><span·class="go">281473395739312</span>
838	</pre></div>	838	</pre></div>
839	</div>	839	</div>
840	<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>	840	<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>
841	<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>	841	<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>
842	<span·class="gh">Out[21]:·</span>	842	<span·class="gh">Out[21]:·</span>
843	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>	843	<span·class="go">array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),</span>
844	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>	844	<span·class="go">·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)</span>


Offset 264, 18 lines modified		Offset 264, 18 lines modified
264	each·time.	264	each·time.
265	In·[18]:·idx.values	265	In·[18]:·idx.values
266	Out[18]:	266	Out[18]:
267	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),	267	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),
268	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)	268	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)

269	In·[19]:·id(idx.values)	269	In·[19]:·id(idx.values)
270	Out[19]:·281472434973616	270	Out[19]:·281473395739312

271	In·[20]:·id(idx.values)	271	In·[20]:·id(idx.values)
272	Out[20]:·281472434973616	272	Out[20]:·281473395739312
273	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().	273	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().
274	In·[21]:·idx.to_numpy()	274	In·[21]:·idx.to_numpy()
275	Out[21]:	275	Out[21]:
276	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),	276	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),
277	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)	277	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)

278	In·[22]:·pd.Series(idx).to_numpy()	278	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:·eebd13~~661~~ad953f~~51b~~1~~4ea~~3a5b81~~4827~~e~~b14~~f34c	6	··GNU··················0x00000014» NT_GNU_BUILD_ID·(unique·build·ID·bitstring)» ····Build·ID:·aa1cd3aba5f86a1032324aed88b19eac6f33c136


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	··0x00000000·62643133·36363161·64393533·66353162·bd13661ad953f51b
3	··0x00000010·31346561·33613562·38313~~438~~·323~~7656~~2·14ea3a5b81~~4827eb~~	2	··0x00000000·31636433·61626135·66383661·31303332·1cd3aba5f86a1032
		3	··0x00000010·33323461·65643838·62313965·61633666·324aed88b19eac6f
4	··0x00000020·31346633·3~~463~~2e64·65627567·00000000·~~14f34c~~.debug....	4	··0x00000020·33336331·33362e64·65627567·00000000·33c136.debug....
5	··0x00000030·~~2b5aa~~819····························+Z..	5	··0x00000030·7369f8e6····························si..


Offset 1, 13 lines modified		Offset 1, 13 lines modified
1	Package:·python3-pandas-lib-dbgsym	1	Package:·python3-pandas-lib-dbgsym
2	Source:·pandas	2	Source:·pandas
3	Version:·2.2.3+dfsg-5	3	Version:·2.2.3+dfsg-5
4	Auto-Built-Package:·debug-symbols	4	Auto-Built-Package:·debug-symbols
5	Architecture:·arm64	5	Architecture:·arm64
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:·37179	7	Installed-Size:·37178
8	Depends:·python3-pandas-lib·(=·2.2.3+dfsg-5)	8	Depends:·python3-pandas-lib·(=·2.2.3+dfsg-5)
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:·13a6b3f8cdaf072f1c6c43e0b19aa7efd923de30·1935bb5b94214cfff879effd2f1a1176c5c15cba·1abd428069c0de78d19577b472fe74e07790b3d8·1f45eca5e42af4f49b58ddc108fa997a19a76aff·2eff3c8a16f1fbc2c5daa27f6ae802a152f70065·33d5463f4b62482128b224b6dfa0441817771153·368a1da52483bff61bcf664b390657279bc9ef26·3d7fd7dfc8ad3d54d2c6bc174e3ca584f61bb449·3e1c0285b491b41ddf81e9cc2a44a9bda3aab86b·4099d7d273bebcca2a9e6da8aee34dc0a478fa08·456498557c908dc88ea333ea241d2077aa534a8a·467846d1d8ee0~~f389f98a796dafe794963aff428·47a167c497682~~[·...·truncated·by·diffoscope;·len:·1298,·SHA:·8c~~07a~~e5f1~~825~~d~~25f96829c8~~e~~b0c4fdc~~7e8aae1bbd~~e0b6224~~f~~9477b19d4d~~d~~8db6~~·...·]	13	Build-Ids:·13a6b3f8cdaf072f1c6c43e0b19aa7efd923de30·1935bb5b94214cfff879effd2f1a1176c5c15cba·1abd428069c0de78d19577b472fe74e07790b3d8·1f45eca5e42af4f49b58ddc108fa997a19a76aff·2eff3c8a16f1fbc2c5daa27f6ae802a152f70065·33d5463f4b62482128b224b6dfa0441817771153·3683560fe342052cd56bfb5832ee91a8546e7a1d·368a1da52483bff61bcf664b390657279bc9ef26·3d7fd7dfc8ad3d54d2c6bc174e3ca584f61bb449·3e1c0285b491b41ddf81e9cc2a44a9bda3aab86b·4099d7d273bebcca2a9e6da8aee34dc0a478fa08·456498557c908dc88ea333ea241d2077aa534a8a·467846d1d8ee0[·...·truncated·by·diffoscope;·len:·1298,·SHA:·d2be1279d0b1eb1cb9ee214ee4d7589a216ab127d4300b5dfe146a5835bd33a1·...·]


Offset 1, 13 lines modified		Offset 1, 14 lines modified
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23	-rw-r--r--···0·root·········(0)·root·········(0)···762112·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3e/1c0285b491b41ddf81e9cc2a44a9bda3aab86b.debug	24	-rw-r--r--···0·root·········(0)·root·········(0)···762112·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3e/1c0285b491b41ddf81e9cc2a44a9bda3aab86b.debug
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77	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b7/	80	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b7/
78	-rw-r--r--···0·root·········(0)·root·········(0)···481720·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b7/4b04516e967d21c807a30f5d900456c5d917b6.debug	81	-rw-r--r--···0·root·········(0)·root·········(0)···481720·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b7/4b04516e967d21c807a30f5d900456c5d917b6.debug
79	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/be/	82	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/be/
80	-rw-r--r--···0·root·········(0)·root·········(0)···566576·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/be/189bd0d3f947e448620b8031981aabe2d5857f.debug	83	-rw-r--r--···0·root·········(0)·root·········(0)···566576·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/be/189bd0d3f947e448620b8031981aabe2d5857f.debug
81	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bf/	84	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bf/
82	-rw-r--r--···0·root·········(0)·root·········(0)···145992·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bf/2fe41107f49ce38b282b56057c867180cbdb1c.debug	85	-rw-r--r--···0·root·········(0)·root·········(0)···145992·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bf/2fe41107f49ce38b282b56057c867180cbdb1c.debug
83	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d1/	86	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d1/
84	-rw-r--r--···0·root·········(0)·root·········(0)····77712·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d1/4e9469e3a972eae44b1d7ad6a360c78b2e0f27.debug	87	-rw-r--r--···0·root·········(0)·root·········(0)····77712·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d1/4e9469e3a972eae44b1d7ad6a360c78b2e0f27.debug
85	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d6/
86	-rw-r--r--···0·root·········(0)·root·········(0)··1164808·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d6/3b564f7400a7fd8cdd2974800b8c08db033dc9.debug
87	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e2/	88	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e2/
88	-rw-r--r--···0·root·········(0)·root·········(0)···340224·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e2/058e3027874d1f629f319195b7fd27c3ece918.debug	89	-rw-r--r--···0·root·········(0)·root·········(0)···340224·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e2/058e3027874d1f629f319195b7fd27c3ece918.debug
89	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e9/	90	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e9/
90	-rw-r--r--···0·root·········(0)·root·········(0)···332904·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e9/44174fd362e9134a7049243ed6126813fca451.debug	91	-rw-r--r--···0·root·········(0)·root·········(0)···332904·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/e9/44174fd362e9134a7049243ed6126813fca451.debug
91	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/
92	-rw-r--r--···0·root·········(0)·root·········(0)···694016·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/bd13661ad953f51b14ea3a5b814827eb14f34c.debug
93	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.dwz/	92	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.dwz/
94	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.dwz/aarch64-linux-gnu/	93	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.dwz/aarch64-linux-gnu/
95	-rw-r--r--···0·root·········(0)·root·········(0)····54096·2024-10-21·18:43:11.000000·./usr/lib/debug/.dwz/aarch64-linux-gnu/python3-pandas-lib.debug	94	-rw-r--r--···0·root·········(0)·root·········(0)····54096·2024-10-21·18:43:11.000000·./usr/lib/debug/.dwz/aarch64-linux-gnu/python3-pandas-lib.debug
96	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/share/	95	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/share/
97	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/share/doc/	96	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/share/doc/
98	lrwxrwxrwx···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/share/doc/python3-pandas-lib-dbgsym·->·python3-pandas-lib	97	lrwxrwxrwx···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/share/doc/python3-pandas-lib-dbgsym·->·python3-pandas-lib


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:··········1162~~504~~·(bytes·into·file)	13	··Start·of·section·headers:··········1162480·(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·0x11b~~d08~~:	1	There·are·36·section·headers,·starting·at·offset·0x11bcf0:

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··········000000000008f670·00f660·000008·08··WA··0···0··8	23	··[18]·.fini_array·······NOBITS··········000000000008f670·00f660·000008·08··WA··0···0··8
24	··[19]·.dynamic··········NOBITS··········000000000008f678·00f660·000200·10··WA··5···0··8	24	··[19]·.dynamic··········NOBITS··········000000000008f678·00f660·000200·10··WA··5···0··8
25	··[20]·.got··············NOBITS··········000000000008f878·00f660·000788·08··WA··0···0··8	25	··[20]·.got··············NOBITS··········000000000008f878·00f660·000788·08··WA··0···0··8
26	··[21]·.data·············NOBITS··········0000000000090000·00f660·002428·00··WA··0···0·16	26	··[21]·.data·············NOBITS··········0000000000090000·00f660·002428·00··WA··0···0·16
27	··[22]·.bss··············NOBITS··········0000000000092430·00f660·001bb8·00··WA··0···0·16	27	··[22]·.bss··············NOBITS··········0000000000092430·00f660·001bb8·00··WA··0···0·16
28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001e·01··MS··0···0··1	28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001e·01··MS··0···0··1
29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·0000e5·00···C··0···0··8	29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·0000e5·00···C··0···0··8
30	··[25]·.debug_info·······PROGBITS········0000000000000000·000388·06dd82·00···C··0···0··8	30	··[25]·.debug_info·······PROGBITS········0000000000000000·000388·06dd7f·00···C··0···0··8
31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·06e110·000607·00···C··0···0··8	31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·06e108·000607·00···C··0···0··8
32	··[27]·.debug_line·······PROGBITS········0000000000000000·06e718·02efc2·00···C··0···0··8	32	··[27]·.debug_line·······PROGBITS········0000000000000000·06e710·02efc2·00···C··0···0··8
33	··[28]·.debug_str········PROGBITS········0000000000000000·09d6e0·000ffc·01·MSC··0···0··8	33	··[28]·.debug_str········PROGBITS········0000000000000000·09d6d8·000ffc·01·MSC··0···0··8
34	··[29]·.debug_line_str···PROGBITS········0000000000000000·09e6e0·000209·01·MSC··0···0··8	34	··[29]·.debug_line_str···PROGBITS········0000000000000000·09e6d8·000209·01·MSC··0···0··8
35	··[30]·.debug_loclists···PROGBITS········0000000000000000·09e8f0·05d66f·00···C··0···0··8	35	··[30]·.debug_loclists···PROGBITS········0000000000000000·09e8e8·05d65f·00···C··0···0··8
36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·0fbf60·00e292·00···C··0···0··8	36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·0fbf48·00e292·00···C··0···0··8
37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·10a1f2·000053·00······0···0··1	37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·10a1da·000053·00······0···0··1
38	··[33]·.symtab···········SYMTAB··········0000000000000000·10a248·007ec0·18·····34·1117··8	38	··[33]·.symtab···········SYMTAB··········0000000000000000·10a230·007ec0·18·····34·1117··8
39	··[34]·.strtab···········STRTAB··········0000000000000000·112~~108~~·009a82·00······0···0··1	39	··[34]·.strtab···········STRTAB··········0000000000000000·1120f0·009a82·00······0···0··1
40	··[35]·.shstrtab·········STRTAB··········0000000000000000·11bb8a·000179·00······0···0··1	40	··[35]·.shstrtab·········STRTAB··········0000000000000000·11bb72·000179·00······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:········0xe6175·(32-bit)	3	···Length:········0xe6177·(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:·208·(DW_TAG_compile_unit)	8	·<0><c>:·Abbrev·Number:·208·(DW_TAG_compile_unit)
9	····<e>···DW_AT_producer····:·(GNU_strp_alt)·(offset:·0x18146)·	9	····<e>···DW_AT_producer····:·(GNU_strp_alt)·(offset:·0x18146)·
10	····<12>···DW_AT_language····:·(data1)·29» (C11)	10	····<12>···DW_AT_language····:·(data1)·29» (C11)
Offset 15517, 15 lines modified		Offset 15517, 15 lines modified
15517	····<978d>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))	15517	····<978d>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))
15518	····<978f>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)	15518	····<978f>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)
15519	·<8><9799>:·Abbrev·Number:·0	15519	·<8><9799>:·Abbrev·Number:·0
15520	·<7><979a>:·Abbrev·Number:·0	15520	·<7><979a>:·Abbrev·Number:·0
15521	·<6><979b>:·Abbrev·Number:·0	15521	·<6><979b>:·Abbrev·Number:·0
15522	·<5><979c>:·Abbrev·Number:·26·(DW_TAG_call_site)	15522	·<5><979c>:·Abbrev·Number:·26·(DW_TAG_call_site)
15523	····<979d>···DW_AT_call_return_pc:·(addr)·0x1ac98	15523	····<979d>···DW_AT_call_return_pc:·(addr)·0x1ac98
15524	····<97a5>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c4>	15524	····<97a5>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c6>
15525	·<6><97a8>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)	15525	·<6><97a8>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)
15526	····<97a9>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>	15526	····<97a9>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>
15527	····<97ac>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)	15527	····<97ac>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)
15528	·<6><97b6>:·Abbrev·Number:·0	15528	·<6><97b6>:·Abbrev·Number:·0
15529	·<5><97b7>:·Abbrev·Number:·0	15529	·<5><97b7>:·Abbrev·Number:·0
15530	·<4><97b8>:·Abbrev·Number:·0	15530	·<4><97b8>:·Abbrev·Number:·0
15531	·<3><97b9>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)	15531	·<3><97b9>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)
Offset 16588, 15 lines modified		Offset 16588, 15 lines modified
16588	····<a123>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))	16588	····<a123>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))
16589	····<a125>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)	16589	····<a125>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)
16590	·<8><a12f>:·Abbrev·Number:·0	16590	·<8><a12f>:·Abbrev·Number:·0
16591	·<7><a130>:·Abbrev·Number:·0	16591	·<7><a130>:·Abbrev·Number:·0
16592	·<6><a131>:·Abbrev·Number:·0	16592	·<6><a131>:·Abbrev·Number:·0
16593	·<5><a132>:·Abbrev·Number:·26·(DW_TAG_call_site)	16593	·<5><a132>:·Abbrev·Number:·26·(DW_TAG_call_site)
16594	····<a133>···DW_AT_call_return_pc:·(addr)·0x1cdb8	16594	····<a133>···DW_AT_call_return_pc:·(addr)·0x1cdb8
16595	····<a13b>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c4>	16595	····<a13b>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c6>
16596	·<6><a13e>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)	16596	·<6><a13e>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)
16597	····<a13f>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>	16597	····<a13f>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>
16598	····<a142>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)	16598	····<a142>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)
16599	·<6><a14c>:·Abbrev·Number:·0	16599	·<6><a14c>:·Abbrev·Number:·0
16600	·<5><a14d>:·Abbrev·Number:·0	16600	·<5><a14d>:·Abbrev·Number:·0
16601	·<4><a14e>:·Abbrev·Number:·0	16601	·<4><a14e>:·Abbrev·Number:·0
16602	·<3><a14f>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)	16602	·<3><a14f>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)
Offset 17699, 91 lines modified		Offset 17699, 91 lines modified
17699	·<5><abf7>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	17699	·<5><abf7>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
17700	····<abf8>···DW_AT_location····:·(exprloc)·1·byte·block:·50·» (DW_OP_reg0·(x0))	17700	····<abf8>···DW_AT_location····:·(exprloc)·1·byte·block:·50·» (DW_OP_reg0·(x0))
17701	····<abfa>···DW_AT_call_value··:·(exprloc)·2·byte·block:·86·0·» (DW_OP_breg22·(x22):·0)	17701	····<abfa>···DW_AT_call_value··:·(exprloc)·2·byte·block:·86·0·» (DW_OP_breg22·(x22):·0)
17702	·<5><abfd>:·Abbrev·Number:·0	17702	·<5><abfd>:·Abbrev·Number:·0
17703	·<4><abfe>:·Abbrev·Number:·0	17703	·<4><abfe>:·Abbrev·Number:·0
17704	·<3><abff>:·Abbrev·Number:·0	17704	·<3><abff>:·Abbrev·Number:·0
17705	·<2><ac00>:·Abbrev·Number:·69·(DW_TAG_inlined_subroutine)	17705	·<2><ac00>:·Abbrev·Number:·69·(DW_TAG_inlined_subroutine)
17706	····<ac01>···DW_AT_abstract_origin:·(ref_udata)·<0xc8acd>	17706	····<ac01>···DW_AT_abstract_origin:·(ref_udata)·<0xc8acf>
17707	····<ac04>···DW_AT_entry_pc····:·(addr)·0x3e390	17707	····<ac04>···DW_AT_entry_pc····:·(addr)·0x3e390
17708	····<ac0c>···DW_AT_GNU_entry_view:·(data2)·0	17708	····<ac0c>···DW_AT_GNU_entry_view:·(data2)·0
17709	····<ac0e>···DW_AT_ranges······:·(sec_offset)·0xf0f4	17709	····<ac0e>···DW_AT_ranges······:·(sec_offset)·0xf0f4
17710	····<ac12>···DW_AT_call_file···:·(implicit_const)·1	17710	····<ac12>···DW_AT_call_file···:·(implicit_const)·1
17711	····<ac12>···DW_AT_call_line···:·(data4)·0x111d4	17711	····<ac12>···DW_AT_call_line···:·(data4)·0x111d4
17712	····<ac16>···DW_AT_call_column·:·(data1)·17	17712	····<ac16>···DW_AT_call_column·:·(data1)·17
17713	····<ac17>···DW_AT_sibling·····:·(ref_udata)·<0xb350>	17713	····<ac17>···DW_AT_sibling·····:·(ref_udata)·<0xb350>
17714	·<3><ac1a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17714	·<3><ac1a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17715	····<ac1b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b04>	17715	····<ac1b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b06>
17716	····<ac1e>···DW_AT_location····:·(sec_offset)·0x11bd·(location·list)	17716	····<ac1e>···DW_AT_location····:·(sec_offset)·0x11bd·(location·list)
17717	····<ac22>···DW_AT_GNU_locviews:·(sec_offset)·0x11b5	17717	····<ac22>···DW_AT_GNU_locviews:·(sec_offset)·0x11b5
17718	·<3><ac26>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17718	·<3><ac26>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17719	····<ac27>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b11>	17719	····<ac27>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b13>
17720	····<ac2a>···DW_AT_location····:·(sec_offset)·0x11ed·(location·list)	17720	····<ac2a>···DW_AT_location····:·(sec_offset)·0x11ed·(location·list)
17721	····<ac2e>···DW_AT_GNU_locviews:·(sec_offset)·0x11e5	17721	····<ac2e>···DW_AT_GNU_locviews:·(sec_offset)·0x11e5
17722	·<3><ac32>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17722	·<3><ac32>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17723	····<ac33>···DW_AT_abstract_origin:·(ref_udata)·<0xc8add>	17723	····<ac33>···DW_AT_abstract_origin:·(ref_udata)·<0xc8adf>
17724	····<ac36>···DW_AT_location····:·(sec_offset)·0x121e·(location·list)	17724	····<ac36>···DW_AT_location····:·(sec_offset)·0x121e·(location·list)
17725	····<ac3a>···DW_AT_GNU_locviews:·(sec_offset)·0x1216	17725	····<ac3a>···DW_AT_GNU_locviews:·(sec_offset)·0x1216
17726	·<3><ac3e>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17726	·<3><ac3e>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17727	····<ac3f>···DW_AT_abstract_origin:·(ref_udata)·<0xc8aea>	17727	····<ac3f>···DW_AT_abstract_origin:·(ref_udata)·<0xc8aec>
17728	····<ac42>···DW_AT_location····:·(sec_offset)·0x1249·(location·list)	17728	····<ac42>···DW_AT_location····:·(sec_offset)·0x1249·(location·list)
17729	····<ac46>···DW_AT_GNU_locviews:·(sec_offset)·0x1243	17729	····<ac46>···DW_AT_GNU_locviews:·(sec_offset)·0x1243
17730	·<3><ac4a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17730	·<3><ac4a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17731	····<ac4b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8af7>	17731	····<ac4b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8af9>
17732	····<ac4e>···DW_AT_location····:·(sec_offset)·0x1272·(location·list)	17732	····<ac4e>···DW_AT_location····:·(sec_offset)·0x1272·(location·list)
17733	····<ac52>···DW_AT_GNU_locviews:·(sec_offset)·0x126c	17733	····<ac52>···DW_AT_GNU_locviews:·(sec_offset)·0x126c
17734	·<3><ac56>:·Abbrev·Number:·11·(DW_TAG_lexical_block)	17734	·<3><ac56>:·Abbrev·Number:·11·(DW_TAG_lexical_block)
17735	····<ac57>···DW_AT_ranges······:·(sec_offset)·0xf0f4	17735	····<ac57>···DW_AT_ranges······:·(sec_offset)·0xf0f4
17736	·<4><ac5b>:·Abbrev·Number:·4·(DW_TAG_variable)	17736	·<4><ac5b>:·Abbrev·Number:·4·(DW_TAG_variable)
17737	····<ac5c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b1e>	17737	····<ac5c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b20>
17738	····<ac5f>···DW_AT_location····:·(sec_offset)·0x1299·(location·list)	17738	····<ac5f>···DW_AT_location····:·(sec_offset)·0x1299·(location·list)
17739	····<ac63>···DW_AT_GNU_locviews:·(sec_offset)·0x128f	17739	····<ac63>···DW_AT_GNU_locviews:·(sec_offset)·0x128f
17740	·<4><ac67>:·Abbrev·Number:·4·(DW_TAG_variable)	17740	·<4><ac67>:·Abbrev·Number:·4·(DW_TAG_variable)
17741	····<ac68>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b29>	17741	····<ac68>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b2b>
17742	····<ac6b>···DW_AT_location····:·(sec_offset)·0x12d1·(location·list)	17742	····<ac6b>···DW_AT_location····:·(sec_offset)·0x12d1·(location·list)
17743	····<ac6f>···DW_AT_GNU_locviews:·(sec_offset)·0x12c9	17743	····<ac6f>···DW_AT_GNU_locviews:·(sec_offset)·0x12c9
17744	·<4><ac73>:·Abbrev·Number:·4·(DW_TAG_variable)	17744	·<4><ac73>:·Abbrev·Number:·4·(DW_TAG_variable)
17745	····<ac74>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b36>	17745	····<ac74>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b38>
17746	····<ac77>···DW_AT_location····:·(sec_offset)·0x12fe·(location·list)	17746	····<ac77>···DW_AT_location····:·(sec_offset)·0x12fe·(location·list)
17747	····<ac7b>···DW_AT_GNU_locviews:·(sec_offset)·0x12f6	17747	····<ac7b>···DW_AT_GNU_locviews:·(sec_offset)·0x12f6
17748	·<4><ac7f>:·Abbrev·Number:·4·(DW_TAG_variable)	17748	·<4><ac7f>:·Abbrev·Number:·4·(DW_TAG_variable)
17749	····<ac80>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b41>	17749	····<ac80>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b43>
17750	····<ac83>···DW_AT_location····:·(sec_offset)·0x133e·(location·list)	17750	····<ac83>···DW_AT_location····:·(sec_offset)·0x133e·(location·list)
17751	····<ac87>···DW_AT_GNU_locviews:·(sec_offset)·0x1326	17751	····<ac87>···DW_AT_GNU_locviews:·(sec_offset)·0x1326
17752	·<4><ac8b>:·Abbrev·Number:·4·(DW_TAG_variable)	17752	·<4><ac8b>:·Abbrev·Number:·4·(DW_TAG_variable)
17753	····<ac8c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b4e>	17753	····<ac8c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b50>
17754	····<ac8f>···DW_AT_location····:·(sec_offset)·0x13a2·(location·list)	17754	····<ac8f>···DW_AT_location····:·(sec_offset)·0x13a2·(location·list)
17755	····<ac93>···DW_AT_GNU_locviews:·(sec_offset)·0x1398	17755	····<ac93>···DW_AT_GNU_locviews:·(sec_offset)·0x1398
17756	·<4><ac97>:·Abbrev·Number:·4·(DW_TAG_variable)	17756	·<4><ac97>:·Abbrev·Number:·4·(DW_TAG_variable)
17757	····<ac98>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b5b>	17757	····<ac98>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b5d>
17758	····<ac9b>···DW_AT_location····:·(sec_offset)·0x140c·(location·list)	17758	····<ac9b>···DW_AT_location····:·(sec_offset)·0x140c·(location·list)
17759	····<ac9f>···DW_AT_GNU_locviews:·(sec_offset)·0x13ee	17759	····<ac9f>···DW_AT_GNU_locviews:·(sec_offset)·0x13ee
17760	·<4><aca3>:·Abbrev·Number:·4·(DW_TAG_variable)	17760	·<4><aca3>:·Abbrev·Number:·4·(DW_TAG_variable)
17761	····<aca4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b68>	17761	····<aca4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b6a>
17762	····<aca7>···DW_AT_location····:·(sec_offset)·0x1499·(location·list)	17762	····<aca7>···DW_AT_location····:·(sec_offset)·0x1499·(location·list)
17763	····<acab>···DW_AT_GNU_locviews:·(sec_offset)·0x1481	17763	····<acab>···DW_AT_GNU_locviews:·(sec_offset)·0x1481
17764	·<4><acaf>:·Abbrev·Number:·4·(DW_TAG_variable)	17764	·<4><acaf>:·Abbrev·Number:·4·(DW_TAG_variable)
17765	····<acb0>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b75>	17765	····<acb0>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b77>
17766	····<acb3>···DW_AT_location····:·(sec_offset)·0x1509·(location·list)	17766	····<acb3>···DW_AT_location····:·(sec_offset)·0x1509·(location·list)
17767	····<acb7>···DW_AT_GNU_locviews:·(sec_offset)·0x14f9	17767	····<acb7>···DW_AT_GNU_locviews:·(sec_offset)·0x14f9
17768	·<4><acbb>:·Abbrev·Number:·4·(DW_TAG_variable)	17768	·<4><acbb>:·Abbrev·Number:·4·(DW_TAG_variable)
17769	····<acbc>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b82>	17769	····<acbc>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b84>
17770	····<acbf>···DW_AT_location····:·(sec_offset)·0x156c·(location·list)	17770	····<acbf>···DW_AT_location····:·(sec_offset)·0x156c·(location·list)
17771	····<acc3>···DW_AT_GNU_locviews:·(sec_offset)·0x155c	17771	····<acc3>···DW_AT_GNU_locviews:·(sec_offset)·0x155c
17772	·<4><acc7>:·Abbrev·Number:·4·(DW_TAG_variable)	17772	·<4><acc7>:·Abbrev·Number:·4·(DW_TAG_variable)
17773	····<acc8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b8f>	17773	····<acc8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b91>
17774	····<accb>···DW_AT_location····:·(sec_offset)·0x15ed·(location·list)	17774	····<accb>···DW_AT_location····:·(sec_offset)·0x15ed·(location·list)
17775	····<accf>···DW_AT_GNU_locviews:·(sec_offset)·0x15dd	17775	····<accf>···DW_AT_GNU_locviews:·(sec_offset)·0x15dd
17776	·<4><acd3>:·Abbrev·Number:·38·(DW_TAG_label)	17776	·<4><acd3>:·Abbrev·Number:·38·(DW_TAG_label)
17777	····<acd4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b9c>	17777	····<acd4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b9e>
17778	·<4><acd7>:·Abbrev·Number:·34·(DW_TAG_label)	17778	·<4><acd7>:·Abbrev·Number:·34·(DW_TAG_label)
17779	····<acd8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8ba4>	17779	····<acd8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8ba6>
17780	····<acdb>···DW_AT_low_pc······:·(addr)·0x3e440	17780	····<acdb>···DW_AT_low_pc······:·(addr)·0x3e440
17781	·<4><ace3>:·Abbrev·Number:·38·(DW_TAG_label)	17781	·<4><ace3>:·Abbrev·Number:·38·(DW_TAG_label)
Max diff block lines reached; 22361317/22369459 bytes (99.96%) of diff not shown.


Offset 135095, 37 lines modified		Offset 135095, 37 lines modified
135095	····00064a03·<End·of·list>	135095	····00064a03·<End·of·list>

135096	····00064a04·v000000000000000·v000000000000004·location·view·pair	135096	····00064a04·v000000000000000·v000000000000004·location·view·pair
135097	····00064a06·v000000000000000·v000000000000000·location·view·pair	135097	····00064a06·v000000000000000·v000000000000000·location·view·pair

135098	····00064a08·0000000000049edc·(base·address)	135098	····00064a08·0000000000049edc·(base·address)
135099	····00064a11·v000000000000000·v000000000000004·views·at·00064a04·for:	135099	····00064a11·v000000000000000·v000000000000004·views·at·00064a04·for:
135100	·············0000000000049edc·0000000000049f1c·(DW_OP_implicit_pointer:·<0x68872>·0)	135100	·············0000000000049edc·0000000000049f1c·(DW_OP_implicit_pointer:·<0x68874>·0)
135101	····00064a1b·v000000000000000·v000000000000000·views·at·00064a06·for:	135101	····00064a1b·v000000000000000·v000000000000000·views·at·00064a06·for:
135102	·············000000000004a0e0·000000000004a114·(DW_OP_implicit_pointer:·<0x68872>·0)	135102	·············000000000004a0e0·000000000004a114·(DW_OP_implicit_pointer:·<0x68874>·0)
135103	····00064a27·<End·of·list>	135103	····00064a27·<End·of·list>

135104	····00064a28·v000000000000000·v000000000000004·location·view·pair	135104	····00064a28·v000000000000000·v000000000000004·location·view·pair
135105	····00064a2a·v000000000000000·v000000000000000·location·view·pair	135105	····00064a2a·v000000000000000·v000000000000000·location·view·pair

135106	····00064a2c·0000000000049edc·(base·address)	135106	····00064a2c·0000000000049edc·(base·address)
135107	····00064a35·v000000000000000·v000000000000004·views·at·00064a28·for:	135107	····00064a35·v000000000000000·v000000000000004·views·at·00064a28·for:
135108	·············0000000000049edc·0000000000049f1c·(DW_OP_implicit_pointer:·<0x68886>·0)	135108	·············0000000000049edc·0000000000049f1c·(DW_OP_implicit_pointer:·<0x68888>·0)
135109	····00064a3f·v000000000000000·v000000000000000·views·at·00064a2a·for:	135109	····00064a3f·v000000000000000·v000000000000000·views·at·00064a2a·for:
135110	·············000000000004a0e0·000000000004a114·(DW_OP_implicit_pointer:·<0x68886>·0)	135110	·············000000000004a0e0·000000000004a114·(DW_OP_implicit_pointer:·<0x68888>·0)
135111	····00064a4b·<End·of·list>	135111	····00064a4b·<End·of·list>

135112	····00064a4c·v000000000000000·v000000000000004·location·view·pair	135112	····00064a4c·v000000000000000·v000000000000004·location·view·pair
135113	····00064a4e·v000000000000000·v000000000000000·location·view·pair	135113	····00064a4e·v000000000000000·v000000000000000·location·view·pair

135114	····00064a50·0000000000049edc·(base·address)	135114	····00064a50·0000000000049edc·(base·address)
135115	····00064a59·v000000000000000·v000000000000004·views·at·00064a4c·for:	135115	····00064a59·v000000000000000·v000000000000004·views·at·00064a4c·for:
135116	·············0000000000049edc·0000000000049f1c·(DW_OP_implicit_pointer:·<0x6889a>·0)	135116	·············0000000000049edc·0000000000049f1c·(DW_OP_implicit_pointer:·<0x6889c>·0)
135117	····00064a63·v000000000000000·v000000000000000·views·at·00064a4e·for:	135117	····00064a63·v000000000000000·v000000000000000·views·at·00064a4e·for:
135118	·············000000000004a0e0·000000000004a114·(DW_OP_implicit_pointer:·<0x6889a>·0)	135118	·············000000000004a0e0·000000000004a114·(DW_OP_implicit_pointer:·<0x6889c>·0)
135119	····00064a6f·<End·of·list>	135119	····00064a6f·<End·of·list>

135120	····00064a70·v000000000000000·v000000000000004·location·view·pair	135120	····00064a70·v000000000000000·v000000000000004·location·view·pair

135121	····00064a72·v000000000000000·v000000000000004·views·at·00064a70·for:	135121	····00064a72·v000000000000000·v000000000000004·views·at·00064a70·for:
135122	·············0000000000049ef4·0000000000049f1c·(DW_OP_reg28·(x28))	135122	·············0000000000049ef4·0000000000049f1c·(DW_OP_reg28·(x28))
135123	····00064a7e·<End·of·list>	135123	····00064a7e·<End·of·list>
Offset 135543, 37 lines modified		Offset 135543, 37 lines modified
135543	····00064eb9·<End·of·list>	135543	····00064eb9·<End·of·list>

135544	····00064eba·v000000000000000·v000000000000004·location·view·pair	135544	····00064eba·v000000000000000·v000000000000004·location·view·pair
135545	····00064ebc·v000000000000000·v000000000000000·location·view·pair	135545	····00064ebc·v000000000000000·v000000000000000·location·view·pair

135546	····00064ebe·00000000000495c0·(base·address)	135546	····00064ebe·00000000000495c0·(base·address)
135547	····00064ec7·v000000000000000·v000000000000004·views·at·00064eba·for:	135547	····00064ec7·v000000000000000·v000000000000004·views·at·00064eba·for:
135548	·············00000000000495c0·00000000000495e0·(DW_OP_implicit_pointer:·<0x686f6>·0)	135548	·············00000000000495c0·00000000000495e0·(DW_OP_implicit_pointer:·<0x686f8>·0)
135549	····00064ed1·v000000000000000·v000000000000000·views·at·00064ebc·for:	135549	····00064ed1·v000000000000000·v000000000000000·views·at·00064ebc·for:
135550	·············000000000004977c·00000000000497c8·(DW_OP_implicit_pointer:·<0x686f6>·0)	135550	·············000000000004977c·00000000000497c8·(DW_OP_implicit_pointer:·<0x686f8>·0)
135551	····00064edd·<End·of·list>	135551	····00064edd·<End·of·list>

135552	····00064ede·v000000000000000·v000000000000004·location·view·pair	135552	····00064ede·v000000000000000·v000000000000004·location·view·pair
135553	····00064ee0·v000000000000000·v000000000000000·location·view·pair	135553	····00064ee0·v000000000000000·v000000000000000·location·view·pair

135554	····00064ee2·00000000000495c0·(base·address)	135554	····00064ee2·00000000000495c0·(base·address)
135555	····00064eeb·v000000000000000·v000000000000004·views·at·00064ede·for:	135555	····00064eeb·v000000000000000·v000000000000004·views·at·00064ede·for:
135556	·············00000000000495c0·00000000000495e0·(DW_OP_implicit_pointer:·<0x6870a>·0)	135556	·············00000000000495c0·00000000000495e0·(DW_OP_implicit_pointer:·<0x6870c>·0)
135557	····00064ef5·v000000000000000·v000000000000000·views·at·00064ee0·for:	135557	····00064ef5·v000000000000000·v000000000000000·views·at·00064ee0·for:
135558	·············000000000004977c·00000000000497c8·(DW_OP_implicit_pointer:·<0x6870a>·0)	135558	·············000000000004977c·00000000000497c8·(DW_OP_implicit_pointer:·<0x6870c>·0)
135559	····00064f01·<End·of·list>	135559	····00064f01·<End·of·list>

135560	····00064f02·v000000000000000·v000000000000004·location·view·pair	135560	····00064f02·v000000000000000·v000000000000004·location·view·pair
135561	····00064f04·v000000000000000·v000000000000000·location·view·pair	135561	····00064f04·v000000000000000·v000000000000000·location·view·pair

135562	····00064f06·00000000000495c0·(base·address)	135562	····00064f06·00000000000495c0·(base·address)
135563	····00064f0f·v000000000000000·v000000000000004·views·at·00064f02·for:	135563	····00064f0f·v000000000000000·v000000000000004·views·at·00064f02·for:
135564	·············00000000000495c0·00000000000495e0·(DW_OP_implicit_pointer:·<0x6871e>·0)	135564	·············00000000000495c0·00000000000495e0·(DW_OP_implicit_pointer:·<0x68720>·0)
135565	····00064f19·v000000000000000·v000000000000000·views·at·00064f04·for:	135565	····00064f19·v000000000000000·v000000000000000·views·at·00064f04·for:
135566	·············000000000004977c·00000000000497c8·(DW_OP_implicit_pointer:·<0x6871e>·0)	135566	·············000000000004977c·00000000000497c8·(DW_OP_implicit_pointer:·<0x68720>·0)
135567	····00064f25·<End·of·list>	135567	····00064f25·<End·of·list>

135568	····00064f26·v000000000000001·v000000000000000·location·view·pair	135568	····00064f26·v000000000000001·v000000000000000·location·view·pair
135569	····00064f28·v000000000000000·v000000000000000·location·view·pair	135569	····00064f28·v000000000000000·v000000000000000·location·view·pair
135570	····00064f2a·v000000000000000·v000000000000000·location·view·pair	135570	····00064f2a·v000000000000000·v000000000000000·location·view·pair
135571	····00064f2c·v000000000000000·v000000000000000·location·view·pair	135571	····00064f2c·v000000000000000·v000000000000000·location·view·pair

Offset 162854, 37 lines modified		Offset 162854, 37 lines modified
162854	····00079cf9·<End·of·list>	162854	····00079cf9·<End·of·list>

162855	····00079cfa·v000000000000001·v000000000000000·location·view·pair	162855	····00079cfa·v000000000000001·v000000000000000·location·view·pair
162856	····00079cfc·v000000000000000·v000000000000000·location·view·pair	162856	····00079cfc·v000000000000000·v000000000000000·location·view·pair

162857	····00079cfe·0000000000057c0c·(base·address)	162857	····00079cfe·0000000000057c0c·(base·address)
162858	····00079d07·v000000000000001·v000000000000000·views·at·00079cfa·for:	162858	····00079d07·v000000000000001·v000000000000000·views·at·00079cfa·for:
162859	·············0000000000057c0c·0000000000057c40·(DW_OP_implicit_pointer:·<0x76f6d>·0)	162859	·············0000000000057c0c·0000000000057c40·(DW_OP_implicit_pointer:·<0x76f6f>·0)
162860	····00079d11·v000000000000000·v000000000000000·views·at·00079cfc·for:	162860	····00079d11·v000000000000000·v000000000000000·views·at·00079cfc·for:
162861	·············0000000000057dc4·0000000000057df8·(DW_OP_implicit_pointer:·<0x76f6d>·0)	162861	·············0000000000057dc4·0000000000057df8·(DW_OP_implicit_pointer:·<0x76f6f>·0)
162862	····00079d1d·<End·of·list>	162862	····00079d1d·<End·of·list>

162863	····00079d1e·v000000000000001·v000000000000000·location·view·pair	162863	····00079d1e·v000000000000001·v000000000000000·location·view·pair
162864	····00079d20·v000000000000000·v000000000000000·location·view·pair	162864	····00079d20·v000000000000000·v000000000000000·location·view·pair

162865	····00079d22·0000000000057c0c·(base·address)	162865	····00079d22·0000000000057c0c·(base·address)
162866	····00079d2b·v000000000000001·v000000000000000·views·at·00079d1e·for:	162866	····00079d2b·v000000000000001·v000000000000000·views·at·00079d1e·for:
162867	·············0000000000057c0c·0000000000057c40·(DW_OP_implicit_pointer:·<0x76f79>·0)	162867	·············0000000000057c0c·0000000000057c40·(DW_OP_implicit_pointer:·<0x76f7b>·0)
162868	····00079d35·v000000000000000·v000000000000000·views·at·00079d20·for:	162868	····00079d35·v000000000000000·v000000000000000·views·at·00079d20·for:
162869	·············0000000000057dc4·0000000000057df8·(DW_OP_implicit_pointer:·<0x76f79>·0)	162869	·············0000000000057dc4·0000000000057df8·(DW_OP_implicit_pointer:·<0x76f7b>·0)
162870	····00079d41·<End·of·list>	162870	····00079d41·<End·of·list>

162871	····00079d42·v000000000000001·v000000000000000·location·view·pair	162871	····00079d42·v000000000000001·v000000000000000·location·view·pair
162872	····00079d44·v000000000000000·v000000000000000·location·view·pair	162872	····00079d44·v000000000000000·v000000000000000·location·view·pair

162873	····00079d46·0000000000057c0c·(base·address)	162873	····00079d46·0000000000057c0c·(base·address)
162874	····00079d4f·v000000000000001·v000000000000000·views·at·00079d42·for:	162874	····00079d4f·v000000000000001·v000000000000000·views·at·00079d42·for:
162875	·············0000000000057c0c·0000000000057c40·(DW_OP_implicit_pointer:·<0x76f85>·0)	162875	·············0000000000057c0c·0000000000057c40·(DW_OP_implicit_pointer:·<0x76f87>·0)
162876	····00079d59·v000000000000000·v000000000000000·views·at·00079d44·for:	162876	····00079d59·v000000000000000·v000000000000000·views·at·00079d44·for:
162877	·············0000000000057dc4·0000000000057df8·(DW_OP_implicit_pointer:·<0x76f85>·0)	162877	·············0000000000057dc4·0000000000057df8·(DW_OP_implicit_pointer:·<0x76f87>·0)
162878	····00079d65·<End·of·list>	162878	····00079d65·<End·of·list>

162879	····00079d66·v000000000000005·v000000000000000·location·view·pair	162879	····00079d66·v000000000000005·v000000000000000·location·view·pair
162880	····00079d68·v000000000000000·v000000000000000·location·view·pair	162880	····00079d68·v000000000000000·v000000000000000·location·view·pair

162881	····00079d6a·0000000000057dd4·(base·address)	162881	····00079d6a·0000000000057dd4·(base·address)
162882	····00079d73·v000000000000005·v000000000000000·views·at·00079d66·for:	162882	····00079d73·v000000000000005·v000000000000000·views·at·00079d66·for:
Offset 165576, 37 lines modified		Offset 165576, 37 lines modified
165576	····0007babb·<End·of·list>	165576	····0007babb·<End·of·list>

165577	····0007babc·v000000000000000·v000000000000004·location·view·pair	165577	····0007babc·v000000000000000·v000000000000004·location·view·pair
165578	····0007babe·v000000000000000·v000000000000000·location·view·pair	165578	····0007babe·v000000000000000·v000000000000000·location·view·pair

165579	····0007bac0·00000000000584b4·(base·address)	165579	····0007bac0·00000000000584b4·(base·address)
165580	····0007bac9·v000000000000000·v000000000000004·views·at·0007babc·for:	165580	····0007bac9·v000000000000000·v000000000000004·views·at·0007babc·for:
165581	·············00000000000584b4·00000000000584f4·(DW_OP_implicit_pointer:·<0x77025>·0)	165581	·············00000000000584b4·00000000000584f4·(DW_OP_implicit_pointer:·<0x77027>·0)
165582	····0007bad3·v000000000000000·v000000000000000·views·at·0007babe·for:	165582	····0007bad3·v000000000000000·v000000000000000·views·at·0007babe·for:
165583	·············0000000000058bdc·0000000000058c08·(DW_OP_implicit_pointer:·<0x77025>·0)	165583	·············0000000000058bdc·0000000000058c08·(DW_OP_implicit_pointer:·<0x77027>·0)
165584	····0007badf·<End·of·list>	165584	····0007badf·<End·of·list>

165585	····0007bae0·v000000000000000·v000000000000004·location·view·pair	165585	····0007bae0·v000000000000000·v000000000000004·location·view·pair
Max diff block lines reached; 73514/81619 bytes (90.07%) of diff not shown.

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Offset 23, 15 lines modified		Offset 23, 15 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·00001e·01··MS··0···0··1	28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001e·01··MS··0···0··1
29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·0000b9·00···C··0···0··8	29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·0000b9·00···C··0···0··8
30	··[25]·.debug_info·······PROGBITS········0000000000000000·000360·040dc7·00···C··0···0··8	30	··[25]·.debug_info·······PROGBITS········0000000000000000·000360·040dc8·00···C··0···0··8
31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·041128·0004bb·00···C··0···0··8	31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·041128·0004bb·00···C··0···0··8
32	··[27]·.debug_line·······PROGBITS········0000000000000000·0415e8·01d388·00···C··0···0··8	32	··[27]·.debug_line·······PROGBITS········0000000000000000·0415e8·01d388·00···C··0···0··8
33	··[28]·.debug_str········PROGBITS········0000000000000000·05e970·000686·01·MSC··0···0··8	33	··[28]·.debug_str········PROGBITS········0000000000000000·05e970·000686·01·MSC··0···0··8
34	··[29]·.debug_line_str···PROGBITS········0000000000000000·05eff8·0001ea·01·MSC··0···0··8	34	··[29]·.debug_line_str···PROGBITS········0000000000000000·05eff8·0001ea·01·MSC··0···0··8
35	··[30]·.debug_loclists···PROGBITS········0000000000000000·05f1e8·03696f·00···C··0···0··8	35	··[30]·.debug_loclists···PROGBITS········0000000000000000·05f1e8·03696f·00···C··0···0··8
36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·095b58·007ed9·00···C··0···0··8	36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·095b58·007ed9·00···C··0···0··8
37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·09da31·000053·00······0···0··1	37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·09da31·000053·00······0···0··1


Offset 66961, 15 lines modified		Offset 66961, 15 lines modified
66961	····<2b953>···DW_AT_name········:·(strp)·(offset:·0x1142):·__pyx_pf_6pandas_5_libs_6tslibs_8strptime_4_array_strptime_object_fallback	66961	····<2b953>···DW_AT_name········:·(strp)·(offset:·0x1142):·__pyx_pf_6pandas_5_libs_6tslibs_8strptime_4_array_strptime_object_fallback
66962	····<2b957>···DW_AT_decl_file···:·(data1)·1	66962	····<2b957>···DW_AT_decl_file···:·(data1)·1
66963	····<2b958>···DW_AT_decl_line···:·(data2)·33677	66963	····<2b958>···DW_AT_decl_line···:·(data2)·33677
66964	····<2b95a>···DW_AT_decl_column·:·(data1)·18	66964	····<2b95a>···DW_AT_decl_column·:·(data1)·18
66965	····<2b95b>···DW_AT_prototyped··:·(flag_present)·1	66965	····<2b95b>···DW_AT_prototyped··:·(flag_present)·1
66966	····<2b95b>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	66966	····<2b95b>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
66967	····<2b95f>···DW_AT_inline······:·(data1)·1» (inlined)	66967	····<2b95f>···DW_AT_inline······:·(data1)·1» (inlined)
66968	····<2b960>···DW_AT_sibling·····:·(ref_udata)·<0x2c1a5>	66968	····<2b960>···DW_AT_sibling·····:·(ref_udata)·<0x2c1a7>
66969	·<2><2b963>:·Abbrev·Number:·18·(DW_TAG_formal_parameter)	66969	·<2><2b963>:·Abbrev·Number:·18·(DW_TAG_formal_parameter)
66970	····<2b964>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0xfea5)·	66970	····<2b964>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0xfea5)·
66971	····<2b968>···DW_AT_decl_file···:·(data1)·1	66971	····<2b968>···DW_AT_decl_file···:·(data1)·1
66972	····<2b969>···DW_AT_decl_line···:·(data2)·33677	66972	····<2b969>···DW_AT_decl_line···:·(data2)·33677
66973	····<2b96b>···DW_AT_decl_column·:·(data1)·117	66973	····<2b96b>···DW_AT_decl_column·:·(data1)·117
66974	····<2b96c>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	66974	····<2b96c>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
66975	·<2><2b970>:·Abbrev·Number:·18·(DW_TAG_formal_parameter)	66975	·<2><2b970>:·Abbrev·Number:·18·(DW_TAG_formal_parameter)
Offset 67112, 19636 lines modified		Offset 67112, 19636 lines modified
67112	····<2ba95>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67112	····<2ba95>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67113	·<2><2ba99>:·Abbrev·Number:·10·(DW_TAG_variable)	67113	·<2><2ba99>:·Abbrev·Number:·10·(DW_TAG_variable)
67114	····<2ba9a>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1d4b9)·	67114	····<2ba9a>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1d4b9)·
67115	····<2ba9e>···DW_AT_decl_file···:·(data1)·1	67115	····<2ba9e>···DW_AT_decl_file···:·(data1)·1
67116	····<2ba9f>···DW_AT_decl_line···:·(data2)·33696	67116	····<2ba9f>···DW_AT_decl_line···:·(data2)·33696
67117	····<2baa1>···DW_AT_decl_column·:·(data1)·13	67117	····<2baa1>···DW_AT_decl_column·:·(data1)·13
67118	····<2baa2>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67118	····<2baa2>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67119	·<2><2baa6>:·Abbrev·Number:·44·(DW_TAG_variable)	67119	·<2><2baa6>:·Abbrev·Number:·10·(DW_TAG_variable)
67120	····<2baa7>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0xf65a)·	67120	····<2baa7>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0xf65a)·
67121	····<2baab>···DW_AT_decl_file···:·(data1)·1	67121	····<2baab>···DW_AT_decl_file···:·(data1)·1
Diff chunk too large, falling back to line-by-line diff (19618 lines added, 19618 lines removed)
67122	····<2baac>···DW_AT_decl_line···:·(data2)·33697	67122	····<2baac>···DW_AT_decl_line···:·(data2)·33697
67123	····<2baae>···DW_AT_decl_column·:·(data1)·26	67123	····<2baae>···DW_AT_decl_column·:·(data1)·16
67124	····<2baaf>···DW_AT_type········:·(ref_udata)·<0x~~d94~~>	67124	····<2baaf>···DW_AT_type········:·(GNU_ref_alt)·<0x9839>
67125	·<2><2bab1>:·Abbrev·Number:·10·(DW_TAG_variable)	67125	·<2><2bab3>:·Abbrev·Number:·10·(DW_TAG_variable)
67126	····<2bab2>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x172a7)·	67126	····<2bab4>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x172a7)·
67127	····<2bab6>···DW_AT_decl_file···:·(data1)·1	67127	····<2bab8>···DW_AT_decl_file···:·(data1)·1
67128	····<2bab7>···DW_AT_decl_line···:·(data2)·33698	67128	····<2bab9>···DW_AT_decl_line···:·(data2)·33698
67129	····<2bab9>···DW_AT_decl_column·:·(data1)·13	67129	····<2babb>···DW_AT_decl_column·:·(data1)·13
67130	····<2baba>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67130	····<2babc>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67131	·<2><2babe>:·Abbrev·Number:·10·(DW_TAG_variable)	67131	·<2><2bac0>:·Abbrev·Number:·10·(DW_TAG_variable)
67132	····<2babf>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1989b)·	67132	····<2bac1>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1989b)·
67133	····<2bac3>···DW_AT_decl_file···:·(data1)·1	67133	····<2bac5>···DW_AT_decl_file···:·(data1)·1
67134	····<2bac4>···DW_AT_decl_line···:·(data2)·33699	67134	····<2bac6>···DW_AT_decl_line···:·(data2)·33699
67135	····<2bac6>···DW_AT_decl_column·:·(data1)·13	67135	····<2bac8>···DW_AT_decl_column·:·(data1)·13
67136	····<2bac7>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67136	····<2bac9>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67137	·<2><2bacb>:·Abbrev·Number:·10·(DW_TAG_variable)	67137	·<2><2bacd>:·Abbrev·Number:·10·(DW_TAG_variable)
67138	····<2bacc>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1edf8)·	67138	····<2bace>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1edf8)·
67139	····<2bad0>···DW_AT_decl_file···:·(data1)·1	67139	····<2bad2>···DW_AT_decl_file···:·(data1)·1
67140	····<2bad1>···DW_AT_decl_line···:·(data2)·33700	67140	····<2bad3>···DW_AT_decl_line···:·(data2)·33700
67141	····<2bad3>···DW_AT_decl_column·:·(data1)·13	67141	····<2bad5>···DW_AT_decl_column·:·(data1)·13
67142	····<2bad4>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67142	····<2bad6>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67143	·<2><2bad8>:·Abbrev·Number:·10·(DW_TAG_variable)	67143	·<2><2bada>:·Abbrev·Number:·10·(DW_TAG_variable)
67144	····<2bad9>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x18912)·	67144	····<2badb>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x18912)·
67145	····<2badd>···DW_AT_decl_file···:·(data1)·1	67145	····<2badf>···DW_AT_decl_file···:·(data1)·1
67146	····<2bade>···DW_AT_decl_line···:·(data2)·33701	67146	····<2bae0>···DW_AT_decl_line···:·(data2)·33701
67147	····<2bae0>···DW_AT_decl_column·:·(data1)·13	67147	····<2bae2>···DW_AT_decl_column·:·(data1)·13
67148	····<2bae1>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67148	····<2bae3>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67149	·<2><2bae5>:·Abbrev·Number:·10·(DW_TAG_variable)	67149	·<2><2bae7>:·Abbrev·Number:·10·(DW_TAG_variable)
67150	····<2bae6>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x128ed)·	67150	····<2bae8>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x128ed)·
67151	····<2baea>···DW_AT_decl_file···:·(data1)·1	67151	····<2baec>···DW_AT_decl_file···:·(data1)·1
67152	····<2baeb>···DW_AT_decl_line···:·(data2)·33702	67152	····<2baed>···DW_AT_decl_line···:·(data2)·33702
67153	····<2baed>···DW_AT_decl_column·:·(data1)·13	67153	····<2baef>···DW_AT_decl_column·:·(data1)·13
67154	····<2baee>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67154	····<2baf0>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67155	·<2><2baf2>:·Abbrev·Number:·44·(DW_TAG_variable)	67155	·<2><2baf4>:·Abbrev·Number:·44·(DW_TAG_variable)
67156	····<2baf3>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x18678)·	67156	····<2baf5>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x18678)·
67157	····<2baf7>···DW_AT_decl_file···:·(data1)·1	67157	····<2baf9>···DW_AT_decl_file···:·(data1)·1
67158	····<2baf8>···DW_AT_decl_line···:·(data2)·33703	67158	····<2bafa>···DW_AT_decl_line···:·(data2)·33703
67159	····<2bafa>···DW_AT_decl_column·:·(data1)·21	67159	····<2bafc>···DW_AT_decl_column·:·(data1)·21
67160	····<2bafb>···DW_AT_type········:·(ref_udata)·<0x1b99>	67160	····<2bafd>···DW_AT_type········:·(ref_udata)·<0x1b99>
67161	·<2><2bafd>:·Abbrev·Number:·44·(DW_TAG_variable)	67161	·<2><2baff>:·Abbrev·Number:·44·(DW_TAG_variable)
67162	····<2b~~afe~~>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1873f)·	67162	····<2bb00>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1873f)·
67163	····<2bb02>···DW_AT_decl_file···:·(data1)·1	67163	····<2bb04>···DW_AT_decl_file···:·(data1)·1
67164	····<2bb03>···DW_AT_decl_line···:·(data2)·33704	67164	····<2bb05>···DW_AT_decl_line···:·(data2)·33704
67165	····<2bb05>···DW_AT_decl_column·:·(data1)·16	67165	····<2bb07>···DW_AT_decl_column·:·(data1)·16
67166	····<2bb06>···DW_AT_type········:·(ref_udata)·<0x1b50>	67166	····<2bb08>···DW_AT_type········:·(ref_udata)·<0x1b50>
67167	·<2><2bb08>:·Abbrev·Number:·10·(DW_TAG_variable)	67167	·<2><2bb0a>:·Abbrev·Number:·10·(DW_TAG_variable)
67168	····<2bb09>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1510a)·	67168	····<2bb0b>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1510a)·
67169	····<2bb0d>···DW_AT_decl_file···:·(data1)·1	67169	····<2bb0f>···DW_AT_decl_file···:·(data1)·1
67170	····<2bb0e>···DW_AT_decl_line···:·(data2)·33705	67170	····<2bb10>···DW_AT_decl_line···:·(data2)·33705
67171	····<2bb10>···DW_AT_decl_column·:·(data1)·13	67171	····<2bb12>···DW_AT_decl_column·:·(data1)·13
67172	····<2bb11>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67172	····<2bb13>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67173	·<2><2bb15>:·Abbrev·Number:·10·(DW_TAG_variable)	67173	·<2><2bb17>:·Abbrev·Number:·10·(DW_TAG_variable)
67174	····<2bb16>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0xa0b)·	67174	····<2bb18>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0xa0b)·
67175	····<2bb1a>···DW_AT_decl_file···:·(data1)·1	67175	····<2bb1c>···DW_AT_decl_file···:·(data1)·1
67176	····<2bb1b>···DW_AT_decl_line···:·(data2)·33707	67176	····<2bb1d>···DW_AT_decl_line···:·(data2)·33707
67177	····<2bb1d>···DW_AT_decl_column·:·(data1)·14	67177	····<2bb1f>···DW_AT_decl_column·:·(data1)·14
67178	····<2bb1e>···DW_AT_type········:·(GNU_ref_alt)·<0x271>	67178	····<2bb20>···DW_AT_type········:·(GNU_ref_alt)·<0x271>
67179	·<2><2bb22>:·Abbrev·Number:·10·(DW_TAG_variable)	67179	·<2><2bb24>:·Abbrev·Number:·10·(DW_TAG_variable)
67180	····<2bb23>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1313)·	67180	····<2bb25>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1313)·
67181	····<2bb27>···DW_AT_decl_file···:·(data1)·1	67181	····<2bb29>···DW_AT_decl_file···:·(data1)·1
67182	····<2bb28>···DW_AT_decl_line···:·(data2)·33708	67182	····<2bb2a>···DW_AT_decl_line···:·(data2)·33708
67183	····<2bb2a>···DW_AT_decl_column·:·(data1)·13	67183	····<2bb2c>···DW_AT_decl_column·:·(data1)·13
67184	····<2bb2b>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67184	····<2bb2d>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67185	·<2><2bb2f>:·Abbrev·Number:·10·(DW_TAG_variable)	67185	·<2><2bb31>:·Abbrev·Number:·10·(DW_TAG_variable)
67186	····<2bb30>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1aa9)·	67186	····<2bb32>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x1aa9)·
67187	····<2bb34>···DW_AT_decl_file···:·(data1)·1	67187	····<2bb36>···DW_AT_decl_file···:·(data1)·1
67188	····<2bb35>···DW_AT_decl_line···:·(data2)·33709	67188	····<2bb37>···DW_AT_decl_line···:·(data2)·33709
67189	····<2bb37>···DW_AT_decl_column·:·(data1)·7	67189	····<2bb39>···DW_AT_decl_column·:·(data1)·7
67190	····<2bb38>···DW_AT_type········:·(GNU_ref_alt)·<0x3d>	67190	····<2bb3a>···DW_AT_type········:·(GNU_ref_alt)·<0x3d>
67191	·<2><2bb3c>:·Abbrev·Number:·10·(DW_TAG_variable)	67191	·<2><2bb3e>:·Abbrev·Number:·10·(DW_TAG_variable)
67192	····<2bb3d>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x24d1)·	67192	····<2bb3f>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x24d1)·
67193	····<2bb41>···DW_AT_decl_file···:·(data1)·1	67193	····<2bb43>···DW_AT_decl_file···:·(data1)·1
67194	····<2bb42>···DW_AT_decl_line···:·(data2)·33710	67194	····<2bb44>···DW_AT_decl_line···:·(data2)·33710
67195	····<2bb44>···DW_AT_decl_column·:·(data1)·13	67195	····<2bb46>···DW_AT_decl_column·:·(data1)·13
67196	····<2bb45>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67196	····<2bb47>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67197	·<2><2bb49>:·Abbrev·Number:·10·(DW_TAG_variable)	67197	·<2><2bb4b>:·Abbrev·Number:·10·(DW_TAG_variable)
67198	····<2bb4a>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x2986)·	67198	····<2bb4c>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x2986)·
67199	····<2bb4e>···DW_AT_decl_file···:·(data1)·1	67199	····<2bb50>···DW_AT_decl_file···:·(data1)·1
67200	····<2bb4f>···DW_AT_decl_line···:·(data2)·33711	67200	····<2bb51>···DW_AT_decl_line···:·(data2)·33711
67201	····<2bb51>···DW_AT_decl_column·:·(data1)·13	67201	····<2bb53>···DW_AT_decl_column·:·(data1)·13
67202	····<2bb52>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67202	····<2bb54>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67203	·<2><2bb56>:·Abbrev·Number:·10·(DW_TAG_variable)	67203	·<2><2bb58>:·Abbrev·Number:·10·(DW_TAG_variable)
67204	····<2bb57>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x2e6b)·	67204	····<2bb59>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x2e6b)·
67205	····<2bb5b>···DW_AT_decl_file···:·(data1)·1	67205	····<2bb5d>···DW_AT_decl_file···:·(data1)·1
67206	····<2bb5c>···DW_AT_decl_line···:·(data2)·33712	67206	····<2bb5e>···DW_AT_decl_line···:·(data2)·33712
67207	····<2bb5e>···DW_AT_decl_column·:·(data1)·13	67207	····<2bb60>···DW_AT_decl_column·:·(data1)·13
67208	····<2bb5f>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>	67208	····<2bb61>···DW_AT_type········:·(GNU_ref_alt)·<0x166d>
67209	·<2><2bb63>:·Abbrev·Number:·10·(DW_TAG_variable)	67209	·<2><2bb65>:·Abbrev·Number:·10·(DW_TAG_variable)
67210	····<2bb64>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x32ce)·	67210	····<2bb66>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x32ce)·
67211	····<2bb68>···DW_AT_decl_file···:·(data1)·1	67211	····<2bb6a>···DW_AT_decl_file···:·(data1)·1
67212	····<2bb69>···DW_AT_decl_line···:·(data2)·33713	67212	····<2bb6b>···DW_AT_decl_line···:·(data2)·33713
67213	····<2bb6b>···DW_AT_decl_column·:·(data1)·15	67213	····<2bb6d>···DW_AT_decl_column·:·(data1)·15
67214	····<2bb6c>···DW_AT_type········:·(GNU_ref_alt)·<0x16ef>	67214	····<2bb6e>···DW_AT_type········:·(GNU_ref_alt)·<0x16ef>
67215	·<2><2bb70>:·Abbrev·Number:·10·(DW_TAG_variable)	67215	·<2><2bb72>:·Abbrev·Number:·10·(DW_TAG_variable)
67216	····<2bb71>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x3736)·	67216	····<2bb73>···DW_AT_name········:·(GNU_strp_alt)·(offset:·0x3736)·
67217	····<2bb75>···DW_AT_decl_file···:·(data1)·1	67217	····<2bb77>···DW_AT_decl_file···:·(data1)·1
67218	····<2bb76>···DW_AT_decl_line···:·(data2)·33714	67218	····<2bb78>···DW_AT_decl_line···:·(data2)·33714
67219	····<2bb78>···DW_AT_decl_column·:·(data1)·14	67219	····<2bb7a>···DW_AT_decl_column·:·(data1)·14
67220	····<2bb79>···DW_AT_type········:·(GNU_ref_alt)·<0x271>	67220	····<2bb7b>···DW_AT_type········:·(GNU_ref_alt)·<0x271>
67221	·<2><2bb7d>:·Abbrev·Number:·10·(DW_TAG_variable)	67221	·<2><2bb7f>:·Abbrev·Number:·10·(DW_TAG_variable)
Max diff block lines reached; 93345/2256429 bytes (4.14%) of diff not shown.


Offset 64188, 21 lines modified		Offset 64188, 21 lines modified
64188	····000311ba·v000000000000001·v000000000000000·views·at·000311b8·for:	64188	····000311ba·v000000000000001·v000000000000000·views·at·000311b8·for:
64189	·············000000000002e37c·000000000002e40c·(DW_OP_lit1;·DW_OP_stack_value)	64189	·············000000000002e37c·000000000002e40c·(DW_OP_lit1;·DW_OP_stack_value)
64190	····000311c8·<End·of·list>	64190	····000311c8·<End·of·list>

64191	····000311c9·v000000000000001·v000000000000000·location·view·pair	64191	····000311c9·v000000000000001·v000000000000000·location·view·pair

64192	····000311cb·v000000000000001·v000000000000000·views·at·000311c9·for:	64192	····000311cb·v000000000000001·v000000000000000·views·at·000311c9·for:
64193	·············000000000002e37c·000000000002e40c·(DW_OP_implicit_pointer:·<0x2d009>·0)	64193	·············000000000002e37c·000000000002e40c·(DW_OP_implicit_pointer:·<0x2d00b>·0)
64194	····000311dd·<End·of·list>	64194	····000311dd·<End·of·list>

64195	····000311de·v000000000000001·v000000000000000·location·view·pair	64195	····000311de·v000000000000001·v000000000000000·location·view·pair

64196	····000311e0·v000000000000001·v000000000000000·views·at·000311de·for:	64196	····000311e0·v000000000000001·v000000000000000·views·at·000311de·for:
64197	·············000000000002e37c·000000000002e40c·(DW_OP_implicit_pointer:·<0x2d031>·0)	64197	·············000000000002e37c·000000000002e40c·(DW_OP_implicit_pointer:·<0x2d033>·0)
64198	····000311f2·<End·of·list>	64198	····000311f2·<End·of·list>

64199	····000311f3·v000000000000001·v000000000000000·location·view·pair	64199	····000311f3·v000000000000001·v000000000000000·location·view·pair

64200	····000311f5·v000000000000001·v000000000000000·views·at·000311f3·for:	64200	····000311f5·v000000000000001·v000000000000000·views·at·000311f3·for:
64201	·············000000000002e38c·000000000002e40c·(DW_OP_reg25·(x25))	64201	·············000000000002e38c·000000000002e40c·(DW_OP_reg25·(x25))
64202	····00031202·<End·of·list>	64202	····00031202·<End·of·list>
Offset 64274, 17 lines modified		Offset 64274, 17 lines modified
64274	····000312b7·<End·of·list>	64274	····000312b7·<End·of·list>

64275	····000312b8·v000000000000003·v000000000000000·location·view·pair	64275	····000312b8·v000000000000003·v000000000000000·location·view·pair
64276	····000312ba·v000000000000000·v000000000000001·location·view·pair	64276	····000312ba·v000000000000000·v000000000000001·location·view·pair

64277	····000312bc·000000000002e40c·(base·address)	64277	····000312bc·000000000002e40c·(base·address)
64278	····000312c5·v000000000000003·v000000000000000·views·at·000312b8·for:	64278	····000312c5·v000000000000003·v000000000000000·views·at·000312b8·for:
64279	·············000000000002e40c·000000000002e444·(DW_OP_implicit_pointer:·<0x2cf6c>·0)	64279	·············000000000002e40c·000000000002e444·(DW_OP_implicit_pointer:·<0x2cf6e>·0)
64280	····000312cf·v000000000000000·v000000000000001·views·at·000312ba·for:	64280	····000312cf·v000000000000000·v000000000000001·views·at·000312ba·for:
64281	·············000000000002ee3c·000000000002ee60·(DW_OP_implicit_pointer:·<0x2cf6c>·0)	64281	·············000000000002ee3c·000000000002ee60·(DW_OP_implicit_pointer:·<0x2cf6e>·0)
64282	····000312db·<End·of·list>	64282	····000312db·<End·of·list>

64283	····000312dc·v000000000000000·v000000000000000·location·view·pair	64283	····000312dc·v000000000000000·v000000000000000·location·view·pair

64284	····000312de·v000000000000000·v000000000000000·views·at·000312dc·for:	64284	····000312de·v000000000000000·v000000000000000·views·at·000312dc·for:
64285	·············000000000002e434·000000000002e444·(DW_OP_reg20·(x20))	64285	·············000000000002e434·000000000002e444·(DW_OP_reg20·(x20))
64286	····000312ea·<End·of·list>	64286	····000312ea·<End·of·list>
Offset 177861, 15 lines modified		Offset 177861, 15 lines modified
177861	····000876f8·v000000000000000·v000000000000000·views·at·00087358·for:	177861	····000876f8·v000000000000000·v000000000000000·views·at·00087358·for:
177862	·············0000000000040664·0000000000040704·(DW_OP_lit0;·DW_OP_stack_value)	177862	·············0000000000040664·0000000000040704·(DW_OP_lit0;·DW_OP_stack_value)
177863	····00087702·<End·of·list>	177863	····00087702·<End·of·list>

177864	····00087703·v000000000000000·v000000000000000·location·view·pair	177864	····00087703·v000000000000000·v000000000000000·location·view·pair

177865	····00087705·v000000000000000·v000000000000000·views·at·00087703·for:	177865	····00087705·v000000000000000·v000000000000000·views·at·00087703·for:
177866	·············0000000000039274·0000000000040b20·(DW_OP_GNU_parameter_ref:·<0x39184>;·DW_OP_stack_value)	177866	·············0000000000039274·0000000000040b20·(DW_OP_GNU_parameter_ref:·<0x39186>;·DW_OP_stack_value)
177867	····00087718·<End·of·list>	177867	····00087718·<End·of·list>

177868	····00087719·v000000000000000·v000000000000000·location·view·pair	177868	····00087719·v000000000000000·v000000000000000·location·view·pair

177869	····0008771b·v000000000000000·v000000000000000·views·at·00087719·for:	177869	····0008771b·v000000000000000·v000000000000000·views·at·00087719·for:
177870	·············00000000000392d8·0000000000039308·(DW_OP_fbreg:·-872;·DW_OP_stack_value)	177870	·············00000000000392d8·0000000000039308·(DW_OP_fbreg:·-872;·DW_OP_stack_value)
177871	····0008772a·<End·of·list>	177871	····0008772a·<End·of·list>


Offset 1, 8 lines modified		Offset 1, 8 lines modified
1	LGCC:·(Debian·14.2.0-6)·14.2.0	1	6GCC:·(Debian·14.2.0-6)·14.2.0
2	o+Yi98OX	2	o+Yi98OX
3	bv`;?-H~!	3	bv`;?-H~!
4	fF%p3-ck4	4	fF%p3-ck4
5	j<nsvuUc	5	j<nsvuUc
6	%j6Ot(2r	6	%j6Ot(2r
7	» muzms7Sm	7	» muzms7Sm
8	")J» K5:;	8	")J» K5:;
Offset 14, 48 lines modified		Offset 14, 59 lines modified
14	ri:,V-4I	14	ri:,V-4I
15	P)[HR;>@	15	P)[HR;>@
16	IuQI\Z"~	16	IuQI\Z"~
17	o2Ukz'+4	17	o2Ukz'+4
18	M\|bBk{[*	18	M\|bBk{[*
19	gkYsgCZ&R	19	gkYsgCZ&R
20	4Oh-pkXB	20	4Oh-pkXB
21	WtJ*S0hH
22	a6#E9%?I:
23	=Qjeg/M#»
24	GD8Q$:ODb
25	&u]» M{-A
26	a\|<y^,(>
27	#H2dJ8!:
28	rU/W*9J4
29	M)PM)07e
30	bbM4V@TTTDDTT,
31	Q7\Xs-}D
32	2\qKb,PF3
33	]-7Dv5» E
34	L1yD1yD1»
35	BIF[EF[#
36	)~~4oj$jSCs~~	21	2LS!v#RH
		22	@\R-Gn)R;
		23	ln3~@rN**
		24	8nBrv-*@=o
		25	PoysW-7W-
		26	~CBNK\|/}q
		27	9H9##='o
		28	ae)(e~\\
		29	ILS=CLSor
		30	kJy$VM?m
		31	_scUo-v4&
		32	MMy~CTuO
		33	!sPmZgq!s
		34	L1}H0}u5gz·P
		35	&ux]d<sH
		36	LW52]M2]Hm
		37	K\ik%bg7
		38	Pap]bHI%w
		39	P]SU]Scu
		40	\|pR*%y
		41	-["f?!=G&
		42	2=[wSU6U
		43	Q`<w» jrRQ6E
		44	XEbjK9nJ
		45	» rUw=iR+Bc}
		46	AH·H_8Ao
		47	LS?ChbF8
		48	73UMs1#B_
		49	e,/Xt^LwW
37	qb%#aL{U	50	qb%#aL{Q
		51	<EY/%Mw'6^:
		52	d?HkQ)0+
		53	J5_bD#t'
		54	-+M--+++*
		55	(Z/%vSmO
		56	%n~·\|>_L
		57	vPe+DD0n
		58	A87,]fi1
		59	<VF}K2#I
		60	8p8u*\rm
		61	t8,M")1b?-
		62	DH6Uz6_@
		63	Fu7\OE\B
		64	!b))rKEn
		65	a6sx3f3T
38	JTPTTT4\|·
39	ilZ`H9bk
40	am8E{l;n
41	@($jG@(#j
42	1GJvR» n~
43	!87,[ni1
44	2$H2P[sm
45	XaV^\!RA0
46	r]wb7^'R]
47	qv)Yd4V/2
48	0D=PD;iH+$
49	·%f*n+7u
50	WOcQ,1h{
51	~Iv/7Gxt/G_z
52	T'^}Di7;
53	'·<D"oOs
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55	4CL]Q@k9UTmr	66	4CL]Q@k9UTmr
56	MDzVZBPr	67	MDzVZBPr
57	d:>0QS5v	68	d:>0QS5v
58	1n+.R_8b·	69	1n+.R_8b·
59	4)[?%!9kL	70	4)[?%!9kL
60	zmZ`aT,Pz	71	zmZ`aT,Pz
61	?63".aD,	72	?63".aD,
Offset 110, 60 lines modified		Offset 121, 51 lines modified
110	=1;q"f{%Pf	121	=1;q"f{%Pf
111	)&.?QTYcPR	122	)&.?QTYcPR
112	/A,qI,qI,qI,	123	/A,qI,qI,qI,
113	\g*xqZrf	124	\g*xqZrf
114	"!>Er=6+I	125	"!>Er=6+I
115	P="B/SM_	126	P="B/SM_
116	9{\5V~@t	127	9{\5V~@t
		128	^m%^m+^m1^m7^m=
		129	$A;d=})r
117	)» a#uA(r
118	Z:_6^L\V
119	qh7`Ifbql
120	,%{!t!mS	130	,&{!t!mK
121	~~2)O3)O3)O3)O3)O~~3~~)O[~~	131	·E7T3}?@
122	DNxg1p"A	132	DNxg1p"A
		133	w6%7Q·yk
		134	Yoc\|m\^I
		135	*i^!i^qV
		136	fH» G>5X8
		137	·UV» 6H\|6
		138	-@;az}j<
		139	"F^i0bpu
		140	DcQy"K2d}`
		141	T» _{%>\|)
		142	ht6pwO$NGI
		143	Z:-uRdfF
Max diff block lines reached; 63/2237 bytes (2.82%) of diff not shown.