/usr/bin/diffoscope --timeout 7200 --html /srv/reproducible-results/rbuild-debian/r-b-build.b8F2D8EX/pandas_2.2.3+dfsg-5.diffoscope.html --text /srv/reproducible-results/rbuild-debian/r-b-build.b8F2D8EX/pandas_2.2.3+dfsg-5.diffoscope.txt --json /srv/reproducible-results/rbuild-debian/r-b-build.b8F2D8EX/pandas_2.2.3+dfsg-5.diffoscope.json --profile=- /srv/reproducible-results/rbuild-debian/r-b-build.b8F2D8EX/b1/pandas_2.2.3+dfsg-5_amd64.changes /srv/reproducible-results/rbuild-debian/r-b-build.b8F2D8EX/b2/pandas_2.2.3+dfsg-5

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35.8 MB

/srv/reproducible-results/rbuild-debian/r-b-build.b8F2D8EX/b1/pandas_2.2.3+dfsg-5_amd64.changes vs.

/srv/reproducible-results/rbuild-debian/r-b-build.b8F2D8EX/b2/pandas_2.2.3+dfsg-5_amd64.changes ¶

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731 B

Files ¶

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194 KB

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

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452 B

file list ¶

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98.0 B

control.tar.xz ¶

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70.0 B

control.tar ¶

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48.0 B

./md5sums ¶

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30.0 B

./md5sums ¶

Files differ

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193 KB

data.tar.xz ¶

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193 KB

data.tar ¶

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9.64 KB

file list ¶

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47.1 KB

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47.0 KB

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4.39 KB

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1.47 KB

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Similarity: 0.9985610875706213% Differences: {"'cells'": "{1: {'metadata': {'execution': {'iopub.execute_input': '2026-01-04T14:53:31.783210Z', " "'iopub.status.busy': '2026-01-04T14:53:31.782999Z', 'iopub.status.idle': " "'2026-01-04T14:53:32.848548Z', 'shell.execute_reply': " "'2026-01-04T14:53:32.847914Z'}}}, 3: {'metadata': {'execution': " "{'iopub.execute_input': '2026-01-04T14:53:32.851927Z', 'iopub.status.busy': " "'2026-01-04T14:53:32.850988Z', 'iopub.status.idle': '2026-01-04T14:53:3 […]

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3.76 KB

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1.04 KB

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2.96 KB

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1010 B

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2.93 KB

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711 B

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3.48 KB

python3-pandas-lib_2.2.3+dfsg-5_amd64.deb ¶

⊟

367 B

file list ¶

⊟

98.0 B

control.tar.xz ¶

⊟

70.0 B

control.tar ¶

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48.0 B

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

2.95 KB

data.tar.xz ¶

⊟

2.92 KB

data.tar ¶

⊟

1.45 KB

./usr/lib/python3/dist-packages/pandas/_libs/tslibs/strptime.cpython-312-x86_64-linux-gnu.so ¶

File has been modified after NT_GNU_BUILD_ID has been applied.

⊟

430 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

⊟

1.46 KB

./usr/lib/python3/dist-packages/pandas/_libs/tslibs/timedeltas.cpython-312-x86_64-linux-gnu.so ¶

File has been modified after NT_GNU_BUILD_ID has been applied.

⊟

430 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

⊟

35.6 MB

python3-pandas-lib-dbgsym_2.2.3+dfsg-5_amd64.deb ¶

⊟

452 B

file list ¶

⊟

6.62 KB

control.tar.xz ¶

⊟

6.6 KB

control.tar ¶

⊟

3.99 KB

./control ¶

⊟

2.59 KB

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

2.54 KB

line order ¶

⊟

35.6 MB

data.tar.xz ¶

⊟

35.6 MB

data.tar ¶

⊟

5.8 KB

file list ¶

⊟

21.4 MB

./usr/lib/debug/.build-id/43/a819b71081998970993ec9e2f99f68e583ca0e.debug vs.

./usr/lib/debug/.build-id/ea/b3d1d5f0c310a9f37f923c1aadad15b9e7d63d.debug ¶

File has been modified after NT_GNU_BUILD_ID has been applied. Files 89% similar despite different names

⊟

2.27 KB

readelf --wide --sections {} ¶

⊟

430 B

readelf --wide --notes {} ¶

⊟

21.3 MB

readelf --wide --debug-dump=info {} ¶

⊟

78.2 KB

readelf --wide --debug-dump=loc {} ¶

⊟

4.1 KB

strings --all --bytes=8 {} ¶

⊟

14.3 MB

./usr/lib/debug/.build-id/d3/13dcab9014b18596262a21d475c09a99e88a4f.debug vs.

./usr/lib/debug/.build-id/b3/e04f5900e72b5f1e7be8309cbc6798bd1617d2.debug ¶

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

⊟

885 B

readelf --wide --file-header {} ¶

⊟

3.48 KB

readelf --wide --sections {} ¶

⊟

430 B

readelf --wide --notes {} ¶

⊟

14.2 MB

readelf --wide --debug-dump=info {} ¶

⊟

38.0 KB

readelf --wide --debug-dump=loc {} ¶

⊟

2.33 KB

strings --all --bytes=8 {} ¶


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

1	·f~~5d2234787d3ee~~e9b613f~~28f2~~041~~ee31~~·9245572·doc·optional·python-pandas-doc_2.2.3+dfsg-5_all.deb	1	·470e95eb384a0e9b4533ff095031f9b3·9245112·doc·optional·python-pandas-doc_2.2.3+dfsg-5_all.deb
2	·5e6849e5c8a68df665900b050b6b1cdb·37757708·debug·optional·python3-pandas-lib-dbgsym_2.2.3+dfsg-5_amd64.deb
3	·d56ed9b2e~~657810c0~~a13~~94a~~f47f2c5e1·~~4388924·python~~·optional·python3-pandas-lib_2.2.3+dfsg-5_amd64.deb	2	·ce0ce4a34ecf3ac3ef55f573810c39ed·37756868·debug·optional·python3-pandas-lib-dbgsym_2.2.3+dfsg-5_amd64.deb
		3	·f5b5dae4d2dd1975972f236659407220·4389192·python·optional·python3-pandas-lib_2.2.3+dfsg-5_amd64.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···146924·2024-10-21·18:43:11.000000·control.tar.xz
3	-rw-r--r--···0········0········0··909~~847~~6·2024-10-21·18:43:11.000000·data.tar.xz	3	-rw-r--r--···0········0········0··9097996·2024-10-21·18:43:11.000000·data.tar.xz


Offset 21510, 35 lines modified		Offset 21510, 36 lines modified
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,·2227],	21517	········"004":·[2186,·2193,·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,
21525	········"004229":·2186,	21525	········"004229":·2186,
21526	········"004474":·2184,	21526	········"004474":·2184,
21527	········"004580":·2210,	21527	········"004580":·2210,
21528	········"00486":·30,	21528	········"00486":·30,
21529	········"004956":·2207,	21529	········"004956":·2207,
21530	········"005":·~~[2193,·~~2209],	21530	········"005":·2209,
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 21556, 14 lines modified		Offset 21557, 15 lines modified
21556	········"008182":·2204,	21557	········"008182":·2204,
21557	········"008298":·2186,	21558	········"008298":·2186,
21558	········"008344":·2207,	21559	········"008344":·2207,
21559	········"008358":·2207,	21560	········"008358":·2207,
21560	········"008500":·15,	21561	········"008500":·15,
21561	········"008543":·[102,·1158],	21562	········"008543":·[102,·1158],
21562	········"008943":·[102,·1158],	21563	········"008943":·[102,·1158],
		21564	········"009":·2193,
21563	········"009059":·2191,	21565	········"009059":·2191,
21564	········"009207":·2207,	21566	········"009207":·2207,
21565	········"009420":·2195,	21567	········"009420":·2195,
21566	········"009424":·2207,	21568	········"009424":·2207,
21567	········"009572":·2207,	21569	········"009572":·2207,
21568	········"009673":·2195,	21570	········"009673":·2195,
21569	········"009783":·2207,	21571	········"009783":·2207,
Offset 21625, 28 lines modified		Offset 21627, 29 lines modified
21625	········"015083":·2186,	21627	········"015083":·2186,
21626	········"015420":·2195,	21628	········"015420":·2195,
21627	········"015458":·2207,	21629	········"015458":·2207,
21628	········"015696":·[2220,·2228,·2230],	21630	········"015696":·[2220,·2228,·2230],
21629	········"015906":·2186,	21631	········"015906":·2186,
21630	········"015962":·[2184,·2214],	21632	········"015962":·[2184,·2214],
21631	········"015988":·2186,	21633	········"015988":·2186,
		21634	········"016":·2193,
21632	········"016009":·15,	21635	········"016009":·15,
21633	········"016287":·2210,	21636	········"016287":·2210,
21634	········"016331":·2210,	21637	········"016331":·2210,
21635	········"016424":·[16,·19],	21638	········"016424":·[16,·19],
21636	········"016692":·[2184,·2195,·2214],	21639	········"016692":·[2184,·2195,·2214],
21637	········"01685762652715874":·[624,·1215],	21640	········"01685762652715874":·[624,·1215],
21638	········"017106":·2207,	21641	········"017106":·2207,
21639	········"017118":·2199,	21642	········"017118":·2199,
21640	········"017152":·2186,	21643	········"017152":·2186,
21641	········"017263":·2207,	21644	········"017263":·2207,
21642	········"017276":·2191,	21645	········"017276":·2191,
21643	········"017587":·[2184,·2195,·2214],	21646	········"017587":·[2184,·2195,·2214],
21644	········"017796":·2207,	21647	········"017796":·2207,
21645	········"018":·~~[2193,·~~2199],	21648	········"018":·2199,
21646	········"018007":·2207,	21649	········"018007":·2207,
21647	········"018117":·2191,	21650	········"018117":·2191,
21648	········"018193":·2207,	21651	········"018193":·2207,
21649	········"018409":·2207,	21652	········"018409":·2207,
21650	········"018601":·[2184,·2214],	21653	········"018601":·[2184,·2214],
21651	········"018808":·2207,	21654	········"018808":·2207,
21652	········"018904":·2207,	21655	········"018904":·2207,
Offset 21660, 15 lines modified		Offset 21663, 14 lines modified
21660	········"01t03":·2210,	21663	········"01t03":·2210,
21661	········"01t05":·[909,·2210,·2235],	21664	········"01t05":·[909,·2210,·2235],
21662	········"01t07":·1280,	21665	········"01t07":·1280,
21663	········"01t10":·1005,	21666	········"01t10":·1005,
21664	········"01t12":·953,	21667	········"01t12":·953,
21665	········"01t23":·[893,·2186,·2246],	21668	········"01t23":·[893,·2186,·2246],
21666	········"02":·[13,·16,·17,·19,·26,·27,·29,·31,·79,·80,·82,·133,·182,·183,·202,·207,·208,·213,·218,·230,·261,·271,·276,·277,·278,·286,·287,·288,·289,·290,·291,·292,·293,·294,·295,·296,·299,·301,·304,·305,·306,·307,·310,·312,·313,·314,·318,·319,·320,·321,·322,·323,·324,·326,·327,·329,·330,·331,·332,·345,·362,·363,·423,·519,·534,·536,·542,·543,·544,·545,·546,·547,·548,·549,·557,·558,·562,·563,·564,·565,·566,·575,·591,·592,·593,·637,·639,·640,·641,·642,·643,·644,·645,·646,·647,·649,·650,·651,·652,·654,·656,·657,·658,·659,·665,·666,·667,·673,·674,·675,·677,·678,·679,·680,·684,·685,·686,·688,·708,·760,·761,·781,·782,·788,·793,·804,·893,·899,·902,·903,·904,·919,·939,·940,·943,·945,·948,·949,·953,·957,·970,·997,·1014,·1051,·1075,·1118,·1122,·1141,·1144,·1145,·1147,·1157,·1170,·1171,·1176,·1180,·1185,·1192,·1195,·1197,·1206,·1214,·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,·1287,·1288,·1289,·1290,·1291,·1292,·1293,·1294,·1295,·1297,·1344,·1393,·1452,·1498,·1500,·1506,·1542,·1620,·1699,·1815,·1947,·2054,·2127,·2145,·2184,·2185,·2186,·2188,·2191,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2213,·2214,·2215,·2216,·2217,·2218,·2220,·2222,·2223,·2225,·2226,·2228,·2229,·2230,·2231,·2232,·2235,·2238,·2240,·2241,·2246,·2261,·2264,·2265,·2271,·2283,·2294,·2298,·2301,·2307],	21669	········"02":·[13,·16,·17,·19,·26,·27,·29,·31,·79,·80,·82,·133,·182,·183,·202,·207,·208,·213,·218,·230,·261,·271,·276,·277,·278,·286,·287,·288,·289,·290,·291,·292,·293,·294,·295,·296,·299,·301,·304,·305,·306,·307,·310,·312,·313,·314,·318,·319,·320,·321,·322,·323,·324,·326,·327,·329,·330,·331,·332,·345,·362,·363,·423,·519,·534,·536,·542,·543,·544,·545,·546,·547,·548,·549,·557,·558,·562,·563,·564,·565,·566,·575,·591,·592,·593,·637,·639,·640,·641,·642,·643,·644,·645,·646,·647,·649,·650,·651,·652,·654,·656,·657,·658,·659,·665,·666,·667,·673,·674,·675,·677,·678,·679,·680,·684,·685,·686,·688,·708,·760,·761,·781,·782,·788,·793,·804,·893,·899,·902,·903,·904,·919,·939,·940,·943,·945,·948,·949,·953,·957,·970,·997,·1014,·1051,·1075,·1118,·1122,·1141,·1144,·1145,·1147,·1157,·1170,·1171,·1176,·1180,·1185,·1192,·1195,·1197,·1206,·1214,·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,·1287,·1288,·1289,·1290,·1291,·1292,·1293,·1294,·1295,·1297,·1344,·1393,·1452,·1498,·1500,·1506,·1542,·1620,·1699,·1815,·1947,·2054,·2127,·2145,·2184,·2185,·2186,·2188,·2191,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2213,·2214,·2215,·2216,·2217,·2218,·2220,·2222,·2223,·2225,·2226,·2228,·2229,·2230,·2231,·2232,·2235,·2238,·2240,·2241,·2246,·2261,·2264,·2265,·2271,·2283,·2294,·2298,·2301,·2307],
21667	········"020":·2193,
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21671	········"020376":·2207,	21673	········"020376":·2207,
21672	········"020399":·2195,	21674	········"020399":·2195,
21673	········"020485":·2207,	21675	········"020485":·2207,
21674	········"020544":·2186,	21676	········"020544":·2186,
Offset 21789, 15 lines modified		Offset 21791, 14 lines modified
21789	········"034870":·2207,	21791	········"034870":·2207,
21790	········"034899":·2186,	21792	········"034899":·2186,
21791	········"034905":·2207,	21793	········"034905":·2207,
21792	········"035310":·2220,	21794	········"035310":·2220,
21793	········"035312":·2210,	21795	········"035312":·2210,
21794	········"035476":·2210,	21796	········"035476":·2210,
21795	········"035962":·2186,	21797	········"035962":·2186,
21796	········"036":·2193,
21797	········"036047":·2214,	21798	········"036047":·2214,
21798	········"036104":·2207,	21799	········"036104":·2207,
21799	········"036142":·[2220,·2231],	21800	········"036142":·[2220,·2231],
21800	········"0362":·2202,	21801	········"0362":·2202,
21801	········"0362196":·2202,	21802	········"0362196":·2202,
21802	········"036235":·2205,	21803	········"036235":·2205,
21803	········"036660":·2199,	21804	········"036660":·2199,
Offset 21819, 15 lines modified		Offset 21820, 15 lines modified
21819	········"039575":·[15,·2184,·2185,·2186,·2191,·2195,·2197,·2199,·2202,·2210,·2214,·2215,·2218,·2225,·2226,·2241,·2260],	21820	········"039575":·[15,·2184,·2185,·2186,·2191,·2195,·2197,·2199,·2202,·2210,·2214,·2215,·2218,·2225,·2226,·2241,·2260],
21820	········"0396":·[2184,·2186],	21821	········"0396":·[2184,·2186],
21821	········"039624":·2207,	21822	········"039624":·2207,
21822	········"039926":·2210,	21823	········"039926":·2210,
21823	········"03c":·2208,	21824	········"03c":·2208,
21824	········"03t00":·[2199,·2210,·2235,·2261],	21825	········"03t00":·[2199,·2210,·2235,·2261],
21825	········"03t05":·[909,·2210],	21826	········"03t05":·[909,·2210],
21826	········"04":·[26,·27,·29,·31,·80,·84,·88,·114,·127,·148,·149,·157,·177,·178,·207,·213,·230,·292,·294,·306,·307,·317,·330,·332,·345,·402,·423,·528,·529,·592,·595,·600,·640,·644,·646,·658,·659,·671,·685,·688,·703,·725,·726,·732,·755,·756,·781,·788,·804,·985,·1075,·1145,·1269,·1270,·1280,·1289,·1344,·1393,·1452,·1498,·1500,·1741,·1776,·1815,·2184,·2185,·2186,·2188,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2214,·2215,·2216,·2217,·2218,·2219,·2220,·2222,·2223,·2225,·2226,·2227,·2228,·2229,·2230,·2231,·2232,·2235,·2238,·2240,·2241,·2246,·2249,·2250,·2261,·2264,·2271,·2283,·2298],	21827	········"04":·[26,·27,·29,·31,·80,·84,·88,·114,·127,·148,·149,·157,·177,·178,·207,·213,·230,·292,·294,·306,·307,·317,·330,·332,·345,·402,·423,·528,·529,·592,·595,·600,·640,·644,·646,·658,·659,·671,·685,·688,·703,·725,·726,·732,·755,·756,·781,·788,·804,·985,·1075,·1145,·1269,·1270,·1280,·1289,·1344,·1393,·1452,·1498,·1500,·1741,·1776,·1815,·2184,·2185,·2186,·2188,·2193,·2195,·2197,·2199,·2201,·2204,·2205,·2207,·2209,·2210,·2212,·2214,·2215,·2216,·2217,·2218,·2219,·2220,·2222,·2223,·2225,·2226,·2227,·2228,·2229,·2230,·2231,·2232,·2235,·2238,·2240,·2241,·2246,·2249,·2250,·2261,·2264,·2271,·2283,·2298],
21827	········"0400":·[2222,·2271],	21828	········"0400":·[2222,·2271],
21828	········"040039":·2216,	21829	········"040039":·2216,
21829	········"040247":·2207,	21830	········"040247":·2207,
21830	········"0405":·[182,·760],	21831	········"0405":·[182,·760],
Max diff block lines reached; 41902/48117 bytes (87.08%) 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">142·us·+-·14.8·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1861	<span·class="go">161·us·+-·12.9·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1862	<span·class="go">38.4·us·+-·5.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1862	<span·class="go">62.9·us·+-·8.46·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">76·us·+-·11.6·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1869	<span·class="go">138·us·+-·11·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1870	<span·class="go">7~~0.8~~·us·+-·7.17·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1870	<span·class="go">119·us·+-·6.41·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	142·us·+-·14.8·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1246	161·us·+-·12.9·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1247	38.4·us·+-·5.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1247	62.9·us·+-·8.46·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	76·us·+-·11.6·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1252	138·us·+-·11·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1253	7~~0.8~~·us·+-·7.17·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1253	119·us·+-·6.41·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, 32 lines modified		Offset 106, 32 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	8~~2.3~~·ms·+-·19.7·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	113	100·ms·+-·13.4·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.~~405~~·seconds	119	·········605951·function·calls·(605933·primitive·calls)·in·0.229·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····0.184····0.000····0.~~311~~····0.000·<ipython-input-4-c2a74e076cf0>:1	123	·····1000····0.138····0.000····0.198····0.000·<ipython-input-4-c2a74e076cf0>:1
124	(integrate_f)	124	(integrate_f)
125	···552423····0.~~127~~····0.000····0.~~127~~····0.000·<ipython-input-3-c138bdd570e3>:1	125	···552423····0.060····0.000····0.060····0.000·<ipython-input-3-c138bdd570e3>:1
126	(f)	126	(f)
127	·····3000····0.036····0.000····0.057····0.000·series.py:1095(__getitem__)
128	·····1001····0.018····0.000····0.020····0.000·apply.py:1247(series_generator)	127	·····1001····0.006····0.000····0.009····0.000·apply.py:1247(series_generator)
		128	·····3000····0.004····0.000····0.016····0.000·series.py:1095(__getitem__)
129	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence	129	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence
130	we’ll·concentrate·our·efforts·cythonizing·these·two·functions.	130	we’ll·concentrate·our·efforts·cythonizing·these·two·functions.
131	\x8\x8\x8\x8·P\x8Pl\x8la\x8ai\x8in\x8n·C\x8Cy\x8yt\x8th\x8ho\x8on\x8n_\x8#\x8#·\x8\x8\x8\x8	131	\x8\x8\x8\x8·P\x8Pl\x8la\x8ai\x8in\x8n·C\x8Cy\x8yt\x8th\x8ho\x8on\x8n_\x8#\x8#·\x8\x8\x8\x8
132	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:	132	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:
133	In·[7]:·%load_ext·Cython	133	In·[7]:·%load_ext·Cython
134	Now,·let’s·simply·copy·our·functions·over·to·Cython:	134	Now,·let’s·simply·copy·our·functions·over·to·Cython:
135	In·[8]:·%%cython	135	In·[8]:·%%cython
Offset 142, 15 lines modified		Offset 142, 15 lines modified
142	···...:·····dx·=·(b·-·a)·/·N	142	···...:·····dx·=·(b·-·a)·/·N
143	···...:·····for·i·in·range(N):	143	···...:·····for·i·in·range(N):
144	···...:·········s·+=·f_plain(a·+·i·*·dx)	144	···...:·········s·+=·f_plain(a·+·i·*·dx)
145	···...:·····return·s·*·dx	145	···...:·····return·s·*·dx
146	···...:	146	···...:
147	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),	147	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),
148	axis=1)	148	axis=1)
149	~~102~~·ms·+-·35.4·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	149	66.5·ms·+-·5.79·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
150	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-	150	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-
151	third.	151	third.
152	\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	152	\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	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and	153	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and
154	cpdef·to·improve·performance:	154	cpdef·to·improve·performance:
155	In·[10]:·%%cython	155	In·[10]:·%%cython
156	···....:·cdef·double·f_typed(double·x)·except?·-2:	156	···....:·cdef·double·f_typed(double·x)·except?·-2:
Offset 162, 15 lines modified		Offset 162, 15 lines modified
162	···....:·····dx·=·(b·-·a)·/·N	162	···....:·····dx·=·(b·-·a)·/·N
163	···....:·····for·i·in·range(N):	163	···....:·····for·i·in·range(N):
164	···....:·········s·+=·f_typed(a·+·i·*·dx)	164	···....:·········s·+=·f_typed(a·+·i·*·dx)
165	···....:·····return·s·*·dx	165	···....:·····return·s·*·dx
166	···....:	166	···....:
167	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),	167	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),
168	axis=1)	168	axis=1)
169	~~10.5~~·ms·+-·2.39·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	169	8.49·ms·+-·1.18·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)
170	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance	170	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance
171	improvement·compared·to·the·original·Python·implementation.	171	improvement·compared·to·the·original·Python·implementation.
172	\x8\x8\x8\x8·U\x8Us\x8si\x8in\x8ng\x8g·n\x8nd\x8da\x8ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8	172	\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	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling	173	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling
174	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).	174	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).
175	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an	175	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an
176	np.ndarray.	176	np.ndarray.
Offset 179, 17 lines modified		Offset 179, 17 lines modified
179	·········52528·function·calls·(52510·primitive·calls)·in·0.021·seconds	179	·········52528·function·calls·(52510·primitive·calls)·in·0.021·seconds

180	···Ordered·by:·internal·time	180	···Ordered·by:·internal·time
181	···List·reduced·from·157·to·4·due·to·restriction·<4>	181	···List·reduced·from·157·to·4·due·to·restriction·<4>

182	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)	182	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)
183	·····3000····0.003····0.000····0.013····0.000·series.py:1095(__getitem__)	183	·····3000····0.003····0.000····0.013····0.000·series.py:1095(__getitem__)
		184	·····3000····0.002····0.000····0.006····0.000·series.py:1220(_get_value)
184	····16098····0.003····0.000····0.003····0.000·{built-in·method	185	····16098····0.002····0.000····0.003····0.000·{built-in·method
185	builtins.isinstance}	186	builtins.isinstance}
186	·····3000····0.002····0.000····0.005····0.000·series.py:1220(_get_value)
187	·····3000····0.002····0.000····0.002····0.000·base.py:3777(get_loc)	187	·····3000····0.002····0.000····0.002····0.000·base.py:3777(get_loc)
188	In·[13]:·%%cython	188	In·[13]:·%%cython
189	···....:·cimport·numpy·as·np	189	···....:·cimport·numpy·as·np
190	···....:·import·numpy·as·np	190	···....:·import·numpy·as·np
191	···....:·cdef·double·f_typed(double·x)·except?·-2:	191	···....:·cdef·double·f_typed(double·x)·except?·-2:
192	···....:·····return·x·*·(x·-·1)	192	···....:·····return·x·*·(x·-·1)
193	···....:·cpdef·double·integrate_f_typed(double·a,·double·b,·int·N):	193	···....:·cpdef·double·integrate_f_typed(double·a,·double·b,·int·N):
Offset 231, 15 lines modified		Offset 231, 15 lines modified
231	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of	231	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of
232	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in	232	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in
233	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.	233	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.
234	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)	234	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	calls·are·needed·to·utilize·this·function.	235	calls·are·needed·to·utilize·this·function.
236	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df	236	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df
237	["N"].to_numpy())	237	["N"].to_numpy())
238	1.16·ms·+-·~~254~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	238	1.04·ms·+-·126·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
239	Performance·has·improved·from·the·prior·implementation·by·almost·ten·times.	239	Performance·has·improved·from·the·prior·implementation·by·almost·ten·times.
240	\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	240	\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	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s	241	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s
242	boundscheck·and·wraparound·checks·can·yield·more·performance.	242	boundscheck·and·wraparound·checks·can·yield·more·performance.
243	In·[15]:·%prun·-l·4·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),	243	In·[15]:·%prun·-l·4·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),
244	df["N"].to_numpy())	244	df["N"].to_numpy())
245	·········78·function·calls·in·0.001·seconds	245	·········78·function·calls·in·0.001·seconds
Offset 294, 15 lines modified		Offset 294, 15 lines modified
294	/usr/lib/python3/dist-packages/numpy/core/include/numpy/	294	/usr/lib/python3/dist-packages/numpy/core/include/numpy/
295	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,	295	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,
296	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]	296	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]
297	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\	297	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\
298	······\|··^~~~~~~	298	······\|··^~~~~~~
299	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),	299	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),
300	df["N"].to_numpy())	300	df["N"].to_numpy())
301	781·us·+-·95.6·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	301	782·us·+-·60.1·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
302	However,·a·loop·indexer·i·accessing·an·invalid·location·in·an·array·would·cause	302	However,·a·loop·indexer·i·accessing·an·invalid·location·in·an·array·would·cause
303	a·segfault·because·memory·access·isn’t·checked.·For·more·about·boundscheck·and	303	a·segfault·because·memory·access·isn’t·checked.·For·more·about·boundscheck·and
304	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.	304	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	\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	305	\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	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-	306	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-
307	time·(JIT)·compiler·with·_\x8N_\x8u_\x8m_\x8b_\x8a.	307	time·(JIT)·compiler·with·_\x8N_\x8u_\x8m_\x8b_\x8a.
308	Numba·allows·you·to·write·a·pure·Python·function·which·can·be·JIT·compiled·to	308	Numba·allows·you·to·write·a·pure·Python·function·which·can·be·JIT·compiled·to
Offset 605, 17 lines modified		Offset 605, 17 lines modified
605	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance	605	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance
606	improvements·compared·to·standard·Python·syntax·for·large·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e.·This	606	improvements·compared·to·standard·Python·syntax·for·large·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e.·This
607	engine·requires·the·optional·dependency·numexpr·to·be·installed.	607	engine·requires·the·optional·dependency·numexpr·to·be·installed.
608	The·'python'·engine·is·generally·n\x8no\x8ot\x8t·useful·except·for·testing·other·evaluation	608	The·'python'·engine·is·generally·n\x8no\x8ot\x8t·useful·except·for·testing·other·evaluation
609	engines·against·it.·You·will·achieve·n\x8no\x8o·performance·benefits·using·_\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·with	609	engines·against·it.·You·will·achieve·n\x8no\x8o·performance·benefits·using·_\x8e_\x8v_\x8a_\x8l_\x8(_\x8)·with
610	engine='python'·and·may·incur·a·performance·hit.	610	engine='python'·and·may·incur·a·performance·hit.
611	In·[40]:·%timeit·df1·+·df2·+·df3·+·df4	611	In·[40]:·%timeit·df1·+·df2·+·df3·+·df4
612	2~~2.8~~·ms·+-·4.23·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	612	191·ms·+-·44·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·1·loop·each)
613	In·[41]:·%timeit·pd.eval("df1·+·df2·+·df3·+·df4",·engine="python")	613	In·[41]:·%timeit·pd.eval("df1·+·df2·+·df3·+·df4",·engine="python")
614	21.2·ms·+-·~~3.24~~·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	614	88.9·ms·+-·12.7·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
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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·~~386~~·us,·sys:·67·us,·total:·~~453~~·us</span>	1102	<span·class="go">CPU·times:·user·269·us,·sys:·249·us,·total:·518·us</span>
1103	<span·class="go">Wall·time:·~~462~~·us</span>	1103	<span·class="go">Wall·time:·530·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·~~386~~·us,·sys:·67·us,·total:·~~453~~·us	647	CPU·times:·user·269·us,·sys:·249·us,·total:·518·us
648	Wall·time:·~~462~~·us	648	Wall·time:·530·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":·"2024-12-02T07:39:50.7~~75423~~Z",	46	····················"iopub.execute_input":·"2026-01-04T14:53:31.783210Z",
47	····················"iopub.status.busy":·"2024-12-02T07:39:50.7~~75257~~Z",	47	····················"iopub.status.busy":·"2026-01-04T14:53:31.782999Z",
48	····················"iopub.status.idle":·"2024-12-02T07:39:51.~~134676~~Z",	48	····················"iopub.status.idle":·"2026-01-04T14:53:32.848548Z",
49	····················"shell.execute_reply":·"2024-12-02T07:39:51.~~1342~~17Z"	49	····················"shell.execute_reply":·"2026-01-04T14:53:32.847914Z"
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",
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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":·"2024-12-02T07:39:51.~~137303~~Z",	84	····················"iopub.execute_input":·"2026-01-04T14:53:32.851927Z",
85	····················"iopub.status.busy":·"2024-12-02T07:39:51.~~136~~914Z",	85	····················"iopub.status.busy":·"2026-01-04T14:53:32.850988Z",
86	····················"iopub.status.idle":·"2024-12-02T07:39:51.~~304567~~Z",	86	····················"iopub.status.idle":·"2026-01-04T14:53:33.242329Z",
87	····················"shell.execute_reply":·"2024-12-02T07:39:51.~~304073~~Z"	87	····················"shell.execute_reply":·"2026-01-04T14:53:33.241651Z"
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":·"2024-12-02T07:39:51.~~30670~~7Z",	102	····················"iopub.execute_input":·"2026-01-04T14:53:33.244967Z",
103	····················"iopub.status.busy":·"2024-12-02T07:39:51.~~306464~~Z",	103	····················"iopub.status.busy":·"2026-01-04T14:53:33.244556Z",
104	····················"iopub.status.idle":·"2024-12-02T07:39:51.3~~52071~~Z",	104	····················"iopub.status.idle":·"2026-01-04T14:53:33.369997Z",
105	····················"shell.execute_reply":·"2024-12-02T07:39:51.3~~51500~~Z"	105	····················"shell.execute_reply":·"2026-01-04T14:53:33.367691Z"
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":·"2024-12-02T07:39:51.3~~54171~~Z",	130	····················"iopub.execute_input":·"2026-01-04T14:53:33.373322Z",
131	····················"iopub.status.busy":·"2024-12-02T07:39:51.3~~53944~~Z",	131	····················"iopub.status.busy":·"2026-01-04T14:53:33.372375Z",
132	····················"iopub.status.idle":·"2024-12-02T07:39:51.3~~69843~~Z",	132	····················"iopub.status.idle":·"2026-01-04T14:53:33.382937Z",
133	····················"shell.execute_reply":·"2024-12-02T07:39:51.3~~6948~~0Z"	133	····················"shell.execute_reply":·"2026-01-04T14:53:33.382110Z"
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":·"2024-12-02T07:39:51.4~~05472~~Z",	200	····················"iopub.execute_input":·"2026-01-04T14:53:33.418224Z",
201	····················"iopub.status.busy":·"2024-12-02T07:39:51.4~~05261~~Z",	201	····················"iopub.status.busy":·"2026-01-04T14:53:33.417972Z",
202	····················"iopub.status.idle":·"2024-12-02T07:39:51.4~~15716~~Z",	202	····················"iopub.status.idle":·"2026-01-04T14:53:33.429884Z",
203	····················"shell.execute_reply":·"2024-12-02T07:39:51.4~~1532~~0Z"	203	····················"shell.execute_reply":·"2026-01-04T14:53:33.429410Z"
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":·"2024-12-02T07:39:51.4~~17352~~Z",	334	····················"iopub.execute_input":·"2026-01-04T14:53:33.432204Z",
335	····················"iopub.status.busy":·"2024-12-02T07:39:51.4~~17208~~Z",	335	····················"iopub.status.busy":·"2026-01-04T14:53:33.431641Z",
336	····················"iopub.status.idle":·"2024-12-02T07:39:51.4~~2718~~1Z",	336	····················"iopub.status.idle":·"2026-01-04T14:53:33.442531Z",
337	····················"shell.execute_reply":·"2024-12-02T07:39:51.426821Z"	337	····················"shell.execute_reply":·"2026-01-04T14:53:33.441876Z"
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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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":·"2024-12-02T07:39:51.4~~28800~~Z",	455	····················"iopub.execute_input":·"2026-01-04T14:53:33.445342Z",
456	····················"iopub.status.busy":·"2024-12-02T07:39:51.4~~28649~~Z",	456	····················"iopub.status.busy":·"2026-01-04T14:53:33.445118Z",
457	····················"iopub.status.idle":·"2024-12-02T07:39:51.4~~35262~~Z",	457	····················"iopub.status.idle":·"2026-01-04T14:53:33.458704Z",
458	····················"shell.execute_reply":·"2024-12-02T07:39:51.4~~34902~~Z"	458	····················"shell.execute_reply":·"2026-01-04T14:53:33.456784Z"
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">4.57·ms·+-·360·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>	1629	<span·class="go">6.26·ms·+-·380·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">~~6.2~~3·ms·+-·~~393~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>	1634	<span·class="go">10.3·ms·+-·1.02·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·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	······4.57·ms·+-·360·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	967	······6.26·ms·+-·380·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	······~~6.2~~3·ms·+-·~~393~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	970	······10.3·ms·+-·1.02·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·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('2024-12-01·19:40:34.~~657884~~')</span>	1473	<span·class="gh">Out[66]:·</span><span·class="go">Timestamp('2026-01-05·04:54:27.525636')</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('2025-12-01·19:40:34.~~6591~~48')</span>	1475	<span·class="gh">Out[67]:·</span><span·class="go">Timestamp('2027-01-05·04:54:27.527541')</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('2024-12-01·19:40:34.~~657884~~')	816	Out[66]:·Timestamp('2026-01-05·04:54:27.525636')

817	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)	817	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)
818	Out[67]:·Timestamp('2025-12-01·19:40:34.~~6591~~48')	818	Out[67]:·Timestamp('2027-01-05·04:54:27.527541')
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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6250	-rw-r--r--···0·root·········(0)·root·········(0)····17366·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/cookbook.html	6250	-rw-r--r--···0·root·········(0)·root·········(0)····17366·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/cookbook.html
6251	-rw-r--r--···0·root·········(0)·root·········(0)····65178·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/copy_on_write.html	6251	-rw-r--r--···0·root·········(0)·root·········(0)····65178·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/copy_on_write.html
6252	-rw-r--r--···0·root·········(0)·root·········(0)···159345·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/dsintro.html	6252	-rw-r--r--···0·root·········(0)·root·········(0)···159345·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/dsintro.html
6253	-rw-r--r--···0·root·········(0)·root·········(0)····80419·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/duplicates.html	6253	-rw-r--r--···0·root·········(0)·root·········(0)····80419·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/duplicates.html
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)···114399·2024-10-21·18:43:11.000000·./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)···114621·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/user_guide/scale.html	6266	-rw-r--r--···0·root·········(0)·root·········(0)···114622·2024-10-21·18:43:11.000000·./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">8~~2.3~~·ms·+-·19.7·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>	608	<span·class="go">100·ms·+-·13.4·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.~~405~~·seconds</span>	615	<span·class="go">·········605951·function·calls·(605933·primitive·calls)·in·0.229·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····0.184····0.000····0.~~311~~····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>	619	<span·class="go">·····1000····0.138····0.000····0.198····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>
620	<span·class="go">···552423····0.~~127~~····0.000····0.~~127~~····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>	620	<span·class="go">···552423····0.060····0.000····0.060····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>
621	<span·class="go">·····3000····0.036····0.000····0.057····0.000·series.py:1095(__getitem__)</span>
622	<span·class="go">·····1001····0.018····0.000····0.020····0.000·apply.py:1247(series_generator)</span>	621	<span·class="go">·····1001····0.006····0.000····0.009····0.000·apply.py:1247(series_generator)</span>
		622	<span·class="go">·····3000····0.004····0.000····0.016····0.000·series.py:1095(__getitem__)</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>


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">140539887026608</span>	835	<span·class="gh">Out[19]:·</span><span·class="go">140197334850928</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">140539887026608</span>	837	<span·class="gh">Out[20]:·</span><span·class="go">140197334850928</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]:·140539887026608	270	Out[19]:·140197334850928

271	In·[20]:·id(idx.values)	271	In·[20]:·id(idx.values)
272	Out[20]:·140539887026608	272	Out[20]:·140197334850928
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, 4 lines modified		Offset 1, 4 lines modified

1	Displaying·notes·found·in:·.note.gnu.build-id	1	Displaying·notes·found·in:·.note.gnu.build-id
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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	··0x00000000·31336463·61623930·31346231·38353936·13dcab9014b18596
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4	··0x00000020·65383~~861~~·34662e64·65627567·00000000·~~e88a4f~~.debug....	4	··0x00000020·31363137·64322e64·65627567·00000000·1617d2.debug....
5	··0x00000030·~~f98356a0~~····························..V.	5	··0x00000030·3c00c2ed····························<...


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:·amd64	5	Architecture:·amd64
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:·39106	7	Installed-Size:·39104
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:·00d7750b03b982978e9407f1afcd37ab6c5b18e9·05639f1ff443f11e1658437da53916f9b495fc3b·066c6d26e8bfb87988bb87e18c0948fab2d02af6·0d500eaddc43bf7e0c37487391582afdb3a7694a·0ee184c09d3bcfe9591c1ebbec960dc6012cfb9e·131e5d045ecbb869b8f044282c6a8f80f75bcb1f·14bfcd3d78f53cefb71dba37d57dd192adc8d5ed·1623ea8df8c47a3f8d09c1dc6259cf9d022cafbe·1a1745ad0ea646102a141ab0742334097c764025·2078512f755870e854b37b9894a3ab4c01964ee6·2184c54b36335e5e4d7c97ef813e519cea5b27c5·2716ff06fa2225da580df3a9e9e2630d22594532·2d8c71cd9ac0cbccd3ef16f5679ac5736fde62d5·30dcc9ee2faf3fa6d1b16d8badf03f58d92b7bc2·39a6170c8a8c3d46065d55ac4e88944f48fa1da6·3c3ea58556aa4bacd46598d278fd9aa4642463f8·3d4ce037084289ee1090863ea6531dcbf89ee580·3e2adf3613420a21d2f49d08fd1b2ecd33c5a051·4~~3a819b71081998970993ec9e2f99f68e583ca0e·4~~820a96f8c27786a3b57abc224bbcf4bdd9fb067·4b7fc2342b03bbaa82f8ebd6d572ca2cd9aa1aa3·5295cdf058d38502a019e40cf362ce7987db7d3e·6d3bc78b8b164a61c52e73cd1d0dccfe863c68ee·7009c23ca417ee94e9e5c546c80a445a92d86aae·70c83b225ae[·...·truncated·by·diffoscope;·len:·603,·SHA:·~~caf~~3~~ac72452d~~63f~~a16~~b~~a62~~5d6eda9~~22f~~4~~16c973~~e~~121ec~~583a8~~9d1344~~8~~2195442~~·...·]·eac6e6f4bc0cf6287989f05c04b4fc12940d19ef·eb83a86e8576fe2cc441f262d7727ffd0e7794b9·ee14e8aad0cf4fc357928f6d6f6e1ef2eb2e9aa7·eea5a926cd5ac2dab78e8c4a71b49759e08c3772·f10293e19340b9cd6a40ba457e36823a358365b8	13	Build-Ids:·00d7750b03b982978e9407f1afcd37ab6c5b18e9·05639f1ff443f11e1658437da53916f9b495fc3b·066c6d26e8bfb87988bb87e18c0948fab2d02af6·0d500eaddc43bf7e0c37487391582afdb3a7694a·0ee184c09d3bcfe9591c1ebbec960dc6012cfb9e·131e5d045ecbb869b8f044282c6a8f80f75bcb1f·14bfcd3d78f53cefb71dba37d57dd192adc8d5ed·1623ea8df8c47a3f8d09c1dc6259cf9d022cafbe·1a1745ad0ea646102a141ab0742334097c764025·2078512f755870e854b37b9894a3ab4c01964ee6·2184c54b36335e5e4d7c97ef813e519cea5b27c5·2716ff06fa2225da580df3a9e9e2630d22594532·2d8c71cd9ac0cbccd3ef16f5679ac5736fde62d5·30dcc9ee2faf3fa6d1b16d8badf03f58d92b7bc2·39a6170c8a8c3d46065d55ac4e88944f48fa1da6·3c3ea58556aa4bacd46598d278fd9aa4642463f8·3d4ce037084289ee1090863ea6531dcbf89ee580·3e2adf3613420a21d2f49d08fd1b2ecd33c5a051·4820a96f8c27786a3b57abc224bbcf4bdd9fb067·4b7fc2342b03bbaa82f8ebd6d572ca2cd9aa1aa3·5295cdf058d38502a019e40cf362ce7987db7d3e·6d3bc78b8b164a61c52e73cd1d0dccfe863c68ee·7009c23ca417ee94e9e5c546c80a445a92d86aae·70c83b225aeb4eaa8712138c80d6745b1cbe3ffb·8901bb5fede[·...·truncated·by·diffoscope;·len:·603,·SHA:·6400423ddae0bb6763bf0e4b0ff533d6fc43798dde0b5f453a4f9720866edc8d·...·]·eac6e6f4bc0cf6287989f05c04b4fc12940d19ef·eb83a86e8576fe2cc441f262d7727ffd0e7794b9·ee14e8aad0cf4fc357928f6d6f6e1ef2eb2e9aa7·eea5a926cd5ac2dab78e8c4a71b49759e08c3772·f10293e19340b9cd6a40ba457e36823a358365b8


Offset 12, 15 lines modified		Offset 12, 14 lines modified
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Offset 28, 18 lines modified		Offset 27, 19 lines modified
28	usr/lib/debug/.build-id/9e/594509cef2548523c38cf4bbab9ba2b40552a7.debug	27	usr/lib/debug/.build-id/9e/594509cef2548523c38cf4bbab9ba2b40552a7.debug
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Offset 35, 16 lines modified		Offset 35, 14 lines modified
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36	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3c/	36	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3c/
37	-rw-r--r--···0·root·········(0)·root·········(0)····32552·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3c/3ea58556aa4bacd46598d278fd9aa4642463f8.debug	37	-rw-r--r--···0·root·········(0)·root·········(0)····32552·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3c/3ea58556aa4bacd46598d278fd9aa4642463f8.debug
38	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/	38	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/
39	-rw-r--r--···0·root·········(0)·root·········(0)··1674464·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/4ce037084289ee1090863ea6531dcbf89ee580.debug	39	-rw-r--r--···0·root·········(0)·root·········(0)··1674464·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/4ce037084289ee1090863ea6531dcbf89ee580.debug
40	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3e/	40	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3e/
41	-rw-r--r--···0·root·········(0)·root·········(0)···369024·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3e/2adf3613420a21d2f49d08fd1b2ecd33c5a051.debug	41	-rw-r--r--···0·root·········(0)·root·········(0)···369024·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3e/2adf3613420a21d2f49d08fd1b2ecd33c5a051.debug
42	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/43/
43	-rw-r--r--···0·root·········(0)·root·········(0)··1227712·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/43/a819b71081998970993ec9e2f99f68e583ca0e.debug
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45	-rw-r--r--···0·root·········(0)·root·········(0)··1087560·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/48/20a96f8c27786a3b57abc224bbcf4bdd9fb067.debug	43	-rw-r--r--···0·root·········(0)·root·········(0)··1087560·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/48/20a96f8c27786a3b57abc224bbcf4bdd9fb067.debug
46	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4b/	44	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4b/
47	-rw-r--r--···0·root·········(0)·root·········(0)···280648·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4b/7fc2342b03bbaa82f8ebd6d572ca2cd9aa1aa3.debug	45	-rw-r--r--···0·root·········(0)·root·········(0)···280648·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4b/7fc2342b03bbaa82f8ebd6d572ca2cd9aa1aa3.debug
48	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/52/	46	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/52/
49	-rw-r--r--···0·root·········(0)·root·········(0)···351392·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/52/95cdf058d38502a019e40cf362ce7987db7d3e.debug	47	-rw-r--r--···0·root·········(0)·root·········(0)···351392·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/52/95cdf058d38502a019e40cf362ce7987db7d3e.debug
50	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/6d/	48	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/6d/
Offset 66, 24 lines modified		Offset 64, 24 lines modified
66	-rw-r--r--···0·root·········(0)·root·········(0)··4347880·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/aa/bd0625025d47d5902b3b3598c2478a32568df6.debug	64	-rw-r--r--···0·root·········(0)·root·········(0)··4347880·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/aa/bd0625025d47d5902b3b3598c2478a32568df6.debug
67	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ae/	65	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ae/
68	-rw-r--r--···0·root·········(0)·root·········(0)···592608·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ae/cc0cb23fa0e63a826020a3ffed57c8ef2e08fe.debug	66	-rw-r--r--···0·root·········(0)·root·········(0)···592608·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ae/cc0cb23fa0e63a826020a3ffed57c8ef2e08fe.debug
69	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/af/	67	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/af/
70	-rw-r--r--···0·root·········(0)·root·········(0)···496480·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/af/56618f19c7db666cc2298944666405f5ab804a.debug	68	-rw-r--r--···0·root·········(0)·root·········(0)···496480·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/af/56618f19c7db666cc2298944666405f5ab804a.debug
71	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b3/	69	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b3/
72	-rw-r--r--···0·root·········(0)·root·········(0)···787152·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b3/b6922d018e5b4272e3fd66f54ce46dce03efb6.debug	70	-rw-r--r--···0·root·········(0)·root·········(0)···787152·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b3/b6922d018e5b4272e3fd66f54ce46dce03efb6.debug
		71	-rw-r--r--···0·root·········(0)·root·········(0)···719208·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b3/e04f5900e72b5f1e7be8309cbc6798bd1617d2.debug
73	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bb/	72	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bb/
74	-rw-r--r--···0·root·········(0)·root·········(0)···609192·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bb/b71c1167a4d406b658da193adba2ac5e8cc861.debug	73	-rw-r--r--···0·root·········(0)·root·········(0)···609192·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/bb/b71c1167a4d406b658da193adba2ac5e8cc861.debug
75	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c1/	74	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c1/
76	-rw-r--r--···0·root·········(0)·root·········(0)····38792·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c1/2750cf92ea8d473d60b1b726c2ec38d29e521a.debug	75	-rw-r--r--···0·root·········(0)·root·········(0)····38792·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c1/2750cf92ea8d473d60b1b726c2ec38d29e521a.debug
77	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d3/
78	-rw-r--r--···0·root·········(0)·root·········(0)···719216·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/d3/13dcab9014b18596262a21d475c09a99e88a4f.debug
79	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/dd/	76	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/dd/
80	-rw-r--r--···0·root·········(0)·root·········(0)···146136·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/dd/6e4fbb0f736318c6de741d38bfe8eb145a4e5f.debug	77	-rw-r--r--···0·root·········(0)·root·········(0)···146136·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/dd/6e4fbb0f736318c6de741d38bfe8eb145a4e5f.debug
81	-rw-r--r--···0·root·········(0)·root·········(0)···436384·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/dd/a8e19a143b60a6b90b3400c5cefcf8eeb876f7.debug	78	-rw-r--r--···0·root·········(0)·root·········(0)···436384·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/dd/a8e19a143b60a6b90b3400c5cefcf8eeb876f7.debug
82	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ea/	79	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ea/
		80	-rw-r--r--···0·root·········(0)·root·········(0)··1227712·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ea/b3d1d5f0c310a9f37f923c1aadad15b9e7d63d.debug
83	-rw-r--r--···0·root·········(0)·root·········(0)··2561400·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ea/c6e6f4bc0cf6287989f05c04b4fc12940d19ef.debug	81	-rw-r--r--···0·root·········(0)·root·········(0)··2561400·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ea/c6e6f4bc0cf6287989f05c04b4fc12940d19ef.debug
84	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/eb/	82	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/eb/
85	-rw-r--r--···0·root·········(0)·root·········(0)···622304·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/eb/83a86e8576fe2cc441f262d7727ffd0e7794b9.debug	83	-rw-r--r--···0·root·········(0)·root·········(0)···622304·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/eb/83a86e8576fe2cc441f262d7727ffd0e7794b9.debug
86	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/	84	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/
87	-rw-r--r--···0·root·········(0)·root·········(0)··3988400·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/14e8aad0cf4fc357928f6d6f6e1ef2eb2e9aa7.debug	85	-rw-r--r--···0·root·········(0)·root·········(0)··3988400·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/14e8aad0cf4fc357928f6d6f6e1ef2eb2e9aa7.debug
88	-rw-r--r--···0·root·········(0)·root·········(0)···490640·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/a5a926cd5ac2dab78e8c4a71b49759e08c3772.debug	86	-rw-r--r--···0·root·········(0)·root·········(0)···490640·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/ee/a5a926cd5ac2dab78e8c4a71b49759e08c3772.debug
89	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/f1/	87	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/f1/


Offset 24, 20 lines modified		Offset 24, 20 lines modified
24	··[19]·.data.rel.ro······NOBITS··········00000000000935b0·0005a0·001118·00··WA··0···0··8	24	··[19]·.data.rel.ro······NOBITS··········00000000000935b0·0005a0·001118·00··WA··0···0··8
25	··[20]·.dynamic··········NOBITS··········00000000000946c8·0005a0·0001e0·10··WA··4···0··8	25	··[20]·.dynamic··········NOBITS··········00000000000946c8·0005a0·0001e0·10··WA··4···0··8
26	··[21]·.got··············NOBITS··········00000000000948a8·0005a0·000758·08··WA··0···0··8	26	··[21]·.got··············NOBITS··········00000000000948a8·0005a0·000758·08··WA··0···0··8
27	··[22]·.data·············NOBITS··········0000000000095000·0005a0·002528·00··WA··0···0·32	27	··[22]·.data·············NOBITS··········0000000000095000·0005a0·002528·00··WA··0···0·32
28	··[23]·.bss··············NOBITS··········0000000000097540·0005a0·001c28·00··WA··0···0·32	28	··[23]·.bss··············NOBITS··········0000000000097540·0005a0·001c28·00··WA··0···0·32
29	··[24]·.comment··········PROGBITS········0000000000000000·00025c·00001e·01··MS··0···0··1	29	··[24]·.comment··········PROGBITS········0000000000000000·00025c·00001e·01··MS··0···0··1
30	··[25]·.debug_aranges····PROGBITS········0000000000000000·000280·0000f4·00···C··0···0··8	30	··[25]·.debug_aranges····PROGBITS········0000000000000000·000280·0000f4·00···C··0···0··8
31	··[26]·.debug_info·······PROGBITS········0000000000000000·000378·06e3c7·00···C··0···0··8	31	··[26]·.debug_info·······PROGBITS········0000000000000000·000378·06e3cc·00···C··0···0··8
32	··[27]·.debug_abbrev·····PROGBITS········0000000000000000·06e740·00060a·00···C··0···0··8	32	··[27]·.debug_abbrev·····PROGBITS········0000000000000000·06e748·00060a·00···C··0···0··8
33	··[28]·.debug_line·······PROGBITS········0000000000000000·06ed50·030e5b·00···C··0···0··8	33	··[28]·.debug_line·······PROGBITS········0000000000000000·06ed58·030e5b·00···C··0···0··8
34	··[29]·.debug_str········PROGBITS········0000000000000000·09fbb0·000ffc·01·MSC··0···0··8	34	··[29]·.debug_str········PROGBITS········0000000000000000·09fbb8·000ffc·01·MSC··0···0··8
35	··[30]·.debug_line_str···PROGBITS········0000000000000000·0a0bb0·00020a·01·MSC··0···0··8	35	··[30]·.debug_line_str···PROGBITS········0000000000000000·0a0bb8·00020a·01·MSC··0···0··8
36	··[31]·.debug_loclists···PROGBITS········0000000000000000·0a0dc0·069643·00···C··0···0··8	36	··[31]·.debug_loclists···PROGBITS········0000000000000000·0a0dc8·069640·00···C··0···0··8
37	··[32]·.debug_rnglists···PROGBITS········0000000000000000·10a408·00fbe2·00···C··0···0··8	37	··[32]·.debug_rnglists···PROGBITS········0000000000000000·10a408·00fbe2·00···C··0···0··8
38	··[33]·.gnu_debugaltlink·PROGBITS········0000000000000000·119fea·000052·00······0···0··1	38	··[33]·.gnu_debugaltlink·PROGBITS········0000000000000000·119fea·000052·00······0···0··1
39	··[34]·.symtab···········SYMTAB··········0000000000000000·11a040·007770·18·····35·1041··8	39	··[34]·.symtab···········SYMTAB··········0000000000000000·11a040·007770·18·····35·1041··8
40	··[35]·.strtab···········STRTAB··········0000000000000000·1217b0·009959·00······0···0··1	40	··[35]·.strtab···········STRTAB··········0000000000000000·1217b0·009959·00······0···0··1
41	··[36]·.shstrtab·········STRTAB··········0000000000000000·12b109·000177·00······0···0··1	41	··[36]·.shstrtab·········STRTAB··········0000000000000000·12b109·000177·00······0···0··1
42	Key·to·Flags:	42	Key·to·Flags:
43	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),	43	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),


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:········0xe66a4·(32-bit)	3	···Length:········0xe66a6·(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:·0x18135)·	9	····<e>···DW_AT_producer····:·(GNU_strp_alt)·(offset:·0x18135)·
10	····<12>···DW_AT_language····:·(data1)·29» (C11)	10	····<12>···DW_AT_language····:·(data1)·29» (C11)
Offset 15530, 15 lines modified		Offset 15530, 15 lines modified
15530	·<7><9793>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	15530	·<7><9793>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
15531	····<9794>···DW_AT_location····:·(exprloc)·1·byte·block:·54·» (DW_OP_reg4·(rsi))	15531	····<9794>···DW_AT_location····:·(exprloc)·1·byte·block:·54·» (DW_OP_reg4·(rsi))
15532	····<9796>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d8)	15532	····<9796>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d8)
15533	·<7><97a0>:·Abbrev·Number:·0	15533	·<7><97a0>:·Abbrev·Number:·0
15534	·<6><97a1>:·Abbrev·Number:·0	15534	·<6><97a1>:·Abbrev·Number:·0
15535	·<5><97a2>:·Abbrev·Number:·26·(DW_TAG_call_site)	15535	·<5><97a2>:·Abbrev·Number:·26·(DW_TAG_call_site)
15536	····<97a3>···DW_AT_call_return_pc:·(addr)·0x222ad	15536	····<97a3>···DW_AT_call_return_pc:·(addr)·0x222ad
15537	····<97ab>···DW_AT_call_origin·:·(ref_udata)·<0xcd941>	15537	····<97ab>···DW_AT_call_origin·:·(ref_udata)·<0xcd943>
15538	·<6><97ae>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	15538	·<6><97ae>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
15539	····<97af>···DW_AT_location····:·(exprloc)·1·byte·block:·55·» (DW_OP_reg5·(rdi))	15539	····<97af>···DW_AT_location····:·(exprloc)·1·byte·block:·55·» (DW_OP_reg5·(rdi))
15540	····<97b1>···DW_AT_call_value··:·(exprloc)·2·byte·block:·73·0·» (DW_OP_breg3·(rbx):·0)	15540	····<97b1>···DW_AT_call_value··:·(exprloc)·2·byte·block:·73·0·» (DW_OP_breg3·(rbx):·0)
15541	·<6><97b4>:·Abbrev·Number:·18·(DW_TAG_call_site_parameter)	15541	·<6><97b4>:·Abbrev·Number:·18·(DW_TAG_call_site_parameter)
15542	····<97b5>···DW_AT_call_parameter:·(ref_udata)·<0x88e3>	15542	····<97b5>···DW_AT_call_parameter:·(ref_udata)·<0x88e3>
15543	····<97b8>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d4·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d4)	15543	····<97b8>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d4·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d4)
15544	·<6><97c2>:·Abbrev·Number:·0	15544	·<6><97c2>:·Abbrev·Number:·0
Offset 16602, 15 lines modified		Offset 16602, 15 lines modified
16602	·<7><a130>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	16602	·<7><a130>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
16603	····<a131>···DW_AT_location····:·(exprloc)·1·byte·block:·54·» (DW_OP_reg4·(rsi))	16603	····<a131>···DW_AT_location····:·(exprloc)·1·byte·block:·54·» (DW_OP_reg4·(rsi))
16604	····<a133>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d8)	16604	····<a133>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d8)
16605	·<7><a13d>:·Abbrev·Number:·0	16605	·<7><a13d>:·Abbrev·Number:·0
16606	·<6><a13e>:·Abbrev·Number:·0	16606	·<6><a13e>:·Abbrev·Number:·0
16607	·<5><a13f>:·Abbrev·Number:·26·(DW_TAG_call_site)	16607	·<5><a13f>:·Abbrev·Number:·26·(DW_TAG_call_site)
16608	····<a140>···DW_AT_call_return_pc:·(addr)·0x2418d	16608	····<a140>···DW_AT_call_return_pc:·(addr)·0x2418d
16609	····<a148>···DW_AT_call_origin·:·(ref_udata)·<0xcd941>	16609	····<a148>···DW_AT_call_origin·:·(ref_udata)·<0xcd943>
16610	·<6><a14b>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	16610	·<6><a14b>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
16611	····<a14c>···DW_AT_location····:·(exprloc)·1·byte·block:·55·» (DW_OP_reg5·(rdi))	16611	····<a14c>···DW_AT_location····:·(exprloc)·1·byte·block:·55·» (DW_OP_reg5·(rdi))
16612	····<a14e>···DW_AT_call_value··:·(exprloc)·2·byte·block:·73·0·» (DW_OP_breg3·(rbx):·0)	16612	····<a14e>···DW_AT_call_value··:·(exprloc)·2·byte·block:·73·0·» (DW_OP_breg3·(rbx):·0)
16613	·<6><a151>:·Abbrev·Number:·18·(DW_TAG_call_site_parameter)	16613	·<6><a151>:·Abbrev·Number:·18·(DW_TAG_call_site_parameter)
16614	····<a152>···DW_AT_call_parameter:·(ref_udata)·<0x88e3>	16614	····<a152>···DW_AT_call_parameter:·(ref_udata)·<0x88e3>
16615	····<a155>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d4·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d4)	16615	····<a155>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d4·f4·7·0·0·0·0·0·» (DW_OP_addr:·7f4d4)
16616	·<6><a15f>:·Abbrev·Number:·0	16616	·<6><a15f>:·Abbrev·Number:·0
Offset 17717, 91 lines modified		Offset 17717, 91 lines modified
17717	·<5><ac0f>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	17717	·<5><ac0f>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
17718	····<ac10>···DW_AT_location····:·(exprloc)·1·byte·block:·55·» (DW_OP_reg5·(rdi))	17718	····<ac10>···DW_AT_location····:·(exprloc)·1·byte·block:·55·» (DW_OP_reg5·(rdi))
17719	····<ac12>···DW_AT_call_value··:·(exprloc)·2·byte·block:·7d·0·» (DW_OP_breg13·(r13):·0)	17719	····<ac12>···DW_AT_call_value··:·(exprloc)·2·byte·block:·7d·0·» (DW_OP_breg13·(r13):·0)
17720	·<5><ac15>:·Abbrev·Number:·0	17720	·<5><ac15>:·Abbrev·Number:·0
17721	·<4><ac16>:·Abbrev·Number:·0	17721	·<4><ac16>:·Abbrev·Number:·0
17722	·<3><ac17>:·Abbrev·Number:·0	17722	·<3><ac17>:·Abbrev·Number:·0
17723	·<2><ac18>:·Abbrev·Number:·70·(DW_TAG_inlined_subroutine)	17723	·<2><ac18>:·Abbrev·Number:·70·(DW_TAG_inlined_subroutine)
17724	····<ac19>···DW_AT_abstract_origin:·(ref_udata)·<0xc9032>	17724	····<ac19>···DW_AT_abstract_origin:·(ref_udata)·<0xc9034>
17725	····<ac1c>···DW_AT_entry_pc····:·(addr)·0x48f18	17725	····<ac1c>···DW_AT_entry_pc····:·(addr)·0x48f18
17726	····<ac24>···DW_AT_GNU_entry_view:·(data2)·0	17726	····<ac24>···DW_AT_GNU_entry_view:·(data2)·0
17727	····<ac26>···DW_AT_ranges······:·(sec_offset)·0xdf0d	17727	····<ac26>···DW_AT_ranges······:·(sec_offset)·0xdf0d
17728	····<ac2a>···DW_AT_call_file···:·(implicit_const)·1	17728	····<ac2a>···DW_AT_call_file···:·(implicit_const)·1
17729	····<ac2a>···DW_AT_call_line···:·(data4)·0x111d4	17729	····<ac2a>···DW_AT_call_line···:·(data4)·0x111d4
17730	····<ac2e>···DW_AT_call_column·:·(data1)·17	17730	····<ac2e>···DW_AT_call_column·:·(data1)·17
17731	····<ac2f>···DW_AT_sibling·····:·(ref_udata)·<0xb367>	17731	····<ac2f>···DW_AT_sibling·····:·(ref_udata)·<0xb367>
17732	·<3><ac32>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17732	·<3><ac32>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17733	····<ac33>···DW_AT_abstract_origin:·(ref_udata)·<0xc9069>	17733	····<ac33>···DW_AT_abstract_origin:·(ref_udata)·<0xc906b>
17734	····<ac36>···DW_AT_location····:·(sec_offset)·0x106b·(location·list)	17734	····<ac36>···DW_AT_location····:·(sec_offset)·0x106b·(location·list)
17735	····<ac3a>···DW_AT_GNU_locviews:·(sec_offset)·0x1061	17735	····<ac3a>···DW_AT_GNU_locviews:·(sec_offset)·0x1061
17736	·<3><ac3e>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17736	·<3><ac3e>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17737	····<ac3f>···DW_AT_abstract_origin:·(ref_udata)·<0xc9076>	17737	····<ac3f>···DW_AT_abstract_origin:·(ref_udata)·<0xc9078>
17738	····<ac42>···DW_AT_location····:·(sec_offset)·0x10a5·(location·list)	17738	····<ac42>···DW_AT_location····:·(sec_offset)·0x10a5·(location·list)
17739	····<ac46>···DW_AT_GNU_locviews:·(sec_offset)·0x109f	17739	····<ac46>···DW_AT_GNU_locviews:·(sec_offset)·0x109f
17740	·<3><ac4a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17740	·<3><ac4a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17741	····<ac4b>···DW_AT_abstract_origin:·(ref_udata)·<0xc9042>	17741	····<ac4b>···DW_AT_abstract_origin:·(ref_udata)·<0xc9044>
17742	····<ac4e>···DW_AT_location····:·(sec_offset)·0x10cc·(location·list)	17742	····<ac4e>···DW_AT_location····:·(sec_offset)·0x10cc·(location·list)
17743	····<ac52>···DW_AT_GNU_locviews:·(sec_offset)·0x10c6	17743	····<ac52>···DW_AT_GNU_locviews:·(sec_offset)·0x10c6
17744	·<3><ac56>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17744	·<3><ac56>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17745	····<ac57>···DW_AT_abstract_origin:·(ref_udata)·<0xc904f>	17745	····<ac57>···DW_AT_abstract_origin:·(ref_udata)·<0xc9051>
17746	····<ac5a>···DW_AT_location····:·(sec_offset)·0x10f0·(location·list)	17746	····<ac5a>···DW_AT_location····:·(sec_offset)·0x10f0·(location·list)
17747	····<ac5e>···DW_AT_GNU_locviews:·(sec_offset)·0x10ea	17747	····<ac5e>···DW_AT_GNU_locviews:·(sec_offset)·0x10ea
17748	·<3><ac62>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17748	·<3><ac62>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17749	····<ac63>···DW_AT_abstract_origin:·(ref_udata)·<0xc905c>	17749	····<ac63>···DW_AT_abstract_origin:·(ref_udata)·<0xc905e>
17750	····<ac66>···DW_AT_location····:·(sec_offset)·0x111c·(location·list)	17750	····<ac66>···DW_AT_location····:·(sec_offset)·0x111c·(location·list)
17751	····<ac6a>···DW_AT_GNU_locviews:·(sec_offset)·0x1114	17751	····<ac6a>···DW_AT_GNU_locviews:·(sec_offset)·0x1114
17752	·<3><ac6e>:·Abbrev·Number:·12·(DW_TAG_lexical_block)	17752	·<3><ac6e>:·Abbrev·Number:·12·(DW_TAG_lexical_block)
17753	····<ac6f>···DW_AT_ranges······:·(sec_offset)·0xdf0d	17753	····<ac6f>···DW_AT_ranges······:·(sec_offset)·0xdf0d
17754	·<4><ac73>:·Abbrev·Number:·4·(DW_TAG_variable)	17754	·<4><ac73>:·Abbrev·Number:·4·(DW_TAG_variable)
17755	····<ac74>···DW_AT_abstract_origin:·(ref_udata)·<0xc9083>	17755	····<ac74>···DW_AT_abstract_origin:·(ref_udata)·<0xc9085>
17756	····<ac77>···DW_AT_location····:·(sec_offset)·0x114c·(location·list)	17756	····<ac77>···DW_AT_location····:·(sec_offset)·0x114c·(location·list)
17757	····<ac7b>···DW_AT_GNU_locviews:·(sec_offset)·0x1144	17757	····<ac7b>···DW_AT_GNU_locviews:·(sec_offset)·0x1144
17758	·<4><ac7f>:·Abbrev·Number:·4·(DW_TAG_variable)	17758	·<4><ac7f>:·Abbrev·Number:·4·(DW_TAG_variable)
17759	····<ac80>···DW_AT_abstract_origin:·(ref_udata)·<0xc908e>	17759	····<ac80>···DW_AT_abstract_origin:·(ref_udata)·<0xc9090>
17760	····<ac83>···DW_AT_location····:·(sec_offset)·0x1180·(location·list)	17760	····<ac83>···DW_AT_location····:·(sec_offset)·0x1180·(location·list)
17761	····<ac87>···DW_AT_GNU_locviews:·(sec_offset)·0x1174	17761	····<ac87>···DW_AT_GNU_locviews:·(sec_offset)·0x1174
17762	·<4><ac8b>:·Abbrev·Number:·4·(DW_TAG_variable)	17762	·<4><ac8b>:·Abbrev·Number:·4·(DW_TAG_variable)
17763	····<ac8c>···DW_AT_abstract_origin:·(ref_udata)·<0xc909b>	17763	····<ac8c>···DW_AT_abstract_origin:·(ref_udata)·<0xc909d>
17764	····<ac8f>···DW_AT_location····:·(sec_offset)·0x11bb·(location·list)	17764	····<ac8f>···DW_AT_location····:·(sec_offset)·0x11bb·(location·list)
17765	····<ac93>···DW_AT_GNU_locviews:·(sec_offset)·0x11b3	17765	····<ac93>···DW_AT_GNU_locviews:·(sec_offset)·0x11b3
17766	·<4><ac97>:·Abbrev·Number:·4·(DW_TAG_variable)	17766	·<4><ac97>:·Abbrev·Number:·4·(DW_TAG_variable)
17767	····<ac98>···DW_AT_abstract_origin:·(ref_udata)·<0xc90a6>	17767	····<ac98>···DW_AT_abstract_origin:·(ref_udata)·<0xc90a8>
17768	····<ac9b>···DW_AT_location····:·(sec_offset)·0x11fb·(location·list)	17768	····<ac9b>···DW_AT_location····:·(sec_offset)·0x11fb·(location·list)
17769	····<ac9f>···DW_AT_GNU_locviews:·(sec_offset)·0x11e3	17769	····<ac9f>···DW_AT_GNU_locviews:·(sec_offset)·0x11e3
17770	·<4><aca3>:·Abbrev·Number:·4·(DW_TAG_variable)	17770	·<4><aca3>:·Abbrev·Number:·4·(DW_TAG_variable)
17771	····<aca4>···DW_AT_abstract_origin:·(ref_udata)·<0xc90b3>	17771	····<aca4>···DW_AT_abstract_origin:·(ref_udata)·<0xc90b5>
17772	····<aca7>···DW_AT_location····:·(sec_offset)·0x125f·(location·list)	17772	····<aca7>···DW_AT_location····:·(sec_offset)·0x125f·(location·list)
17773	····<acab>···DW_AT_GNU_locviews:·(sec_offset)·0x1255	17773	····<acab>···DW_AT_GNU_locviews:·(sec_offset)·0x1255
17774	·<4><acaf>:·Abbrev·Number:·4·(DW_TAG_variable)	17774	·<4><acaf>:·Abbrev·Number:·4·(DW_TAG_variable)
17775	····<acb0>···DW_AT_abstract_origin:·(ref_udata)·<0xc90c0>	17775	····<acb0>···DW_AT_abstract_origin:·(ref_udata)·<0xc90c2>
17776	····<acb3>···DW_AT_location····:·(sec_offset)·0x12cd·(location·list)	17776	····<acb3>···DW_AT_location····:·(sec_offset)·0x12cd·(location·list)
17777	····<acb7>···DW_AT_GNU_locviews:·(sec_offset)·0x12ad	17777	····<acb7>···DW_AT_GNU_locviews:·(sec_offset)·0x12ad
17778	·<4><acbb>:·Abbrev·Number:·4·(DW_TAG_variable)	17778	·<4><acbb>:·Abbrev·Number:·4·(DW_TAG_variable)
17779	····<acbc>···DW_AT_abstract_origin:·(ref_udata)·<0xc90cd>	17779	····<acbc>···DW_AT_abstract_origin:·(ref_udata)·<0xc90cf>
17780	····<acbf>···DW_AT_location····:·(sec_offset)·0x136c·(location·list)	17780	····<acbf>···DW_AT_location····:·(sec_offset)·0x136c·(location·list)
17781	····<acc3>···DW_AT_GNU_locviews:·(sec_offset)·0x134e	17781	····<acc3>···DW_AT_GNU_locviews:·(sec_offset)·0x134e
17782	·<4><acc7>:·Abbrev·Number:·4·(DW_TAG_variable)	17782	·<4><acc7>:·Abbrev·Number:·4·(DW_TAG_variable)
17783	····<acc8>···DW_AT_abstract_origin:·(ref_udata)·<0xc90da>	17783	····<acc8>···DW_AT_abstract_origin:·(ref_udata)·<0xc90dc>
17784	····<accb>···DW_AT_location····:·(sec_offset)·0x13f7·(location·list)	17784	····<accb>···DW_AT_location····:·(sec_offset)·0x13f7·(location·list)
17785	····<accf>···DW_AT_GNU_locviews:·(sec_offset)·0x13e9	17785	····<accf>···DW_AT_GNU_locviews:·(sec_offset)·0x13e9
17786	·<4><acd3>:·Abbrev·Number:·4·(DW_TAG_variable)	17786	·<4><acd3>:·Abbrev·Number:·4·(DW_TAG_variable)
17787	····<acd4>···DW_AT_abstract_origin:·(ref_udata)·<0xc90e7>	17787	····<acd4>···DW_AT_abstract_origin:·(ref_udata)·<0xc90e9>
17788	····<acd7>···DW_AT_location····:·(sec_offset)·0x144e·(location·list)	17788	····<acd7>···DW_AT_location····:·(sec_offset)·0x144e·(location·list)
17789	····<acdb>···DW_AT_GNU_locviews:·(sec_offset)·0x1440	17789	····<acdb>···DW_AT_GNU_locviews:·(sec_offset)·0x1440
17790	·<4><acdf>:·Abbrev·Number:·4·(DW_TAG_variable)	17790	·<4><acdf>:·Abbrev·Number:·4·(DW_TAG_variable)
17791	····<ace0>···DW_AT_abstract_origin:·(ref_udata)·<0xc90f4>	17791	····<ace0>···DW_AT_abstract_origin:·(ref_udata)·<0xc90f6>
17792	····<ace3>···DW_AT_location····:·(sec_offset)·0x14c1·(location·list)	17792	····<ace3>···DW_AT_location····:·(sec_offset)·0x14c1·(location·list)
17793	····<ace7>···DW_AT_GNU_locviews:·(sec_offset)·0x14af	17793	····<ace7>···DW_AT_GNU_locviews:·(sec_offset)·0x14af
17794	·<4><aceb>:·Abbrev·Number:·38·(DW_TAG_label)	17794	·<4><aceb>:·Abbrev·Number:·38·(DW_TAG_label)
17795	····<acec>···DW_AT_abstract_origin:·(ref_udata)·<0xc9101>	17795	····<acec>···DW_AT_abstract_origin:·(ref_udata)·<0xc9103>
17796	·<4><acef>:·Abbrev·Number:·34·(DW_TAG_label)	17796	·<4><acef>:·Abbrev·Number:·34·(DW_TAG_label)
17797	····<acf0>···DW_AT_abstract_origin:·(ref_udata)·<0xc9109>	17797	····<acf0>···DW_AT_abstract_origin:·(ref_udata)·<0xc910b>
17798	····<acf3>···DW_AT_low_pc······:·(addr)·0x48fe0	17798	····<acf3>···DW_AT_low_pc······:·(addr)·0x48fe0
17799	·<4><acfb>:·Abbrev·Number:·38·(DW_TAG_label)	17799	·<4><acfb>:·Abbrev·Number:·38·(DW_TAG_label)
Max diff block lines reached; 22296970/22305389 bytes (99.96%) of diff not shown.


Offset 147706, 45 lines modified		Offset 147706, 45 lines modified

147706	····0006f52d·v000000000000000·v000000000000003·location·view·pair	147706	····0006f52d·v000000000000000·v000000000000003·location·view·pair
147707	····0006f52f·v000000000000000·v000000000000000·location·view·pair	147707	····0006f52f·v000000000000000·v000000000000000·location·view·pair
147708	····0006f531·v000000000000000·v000000000000000·location·view·pair	147708	····0006f531·v000000000000000·v000000000000000·location·view·pair

147709	····0006f533·0000000000056baf·(base·address)	147709	····0006f533·0000000000056baf·(base·address)
147710	····0006f53c·v000000000000000·v000000000000003·views·at·0006f52d·for:	147710	····0006f53c·v000000000000000·v000000000000003·views·at·0006f52d·for:
147711	·············0000000000056baf·0000000000056c1d·(DW_OP_implicit_pointer:·<0x68cc0>·0)	147711	·············0000000000056baf·0000000000056c1d·(DW_OP_implicit_pointer:·<0x68cc2>·0)
147712	····0006f546·v000000000000000·v000000000000000·views·at·0006f52f·for:	147712	····0006f546·v000000000000000·v000000000000000·views·at·0006f52f·for:
147713	·············0000000000056df1·0000000000056e13·(DW_OP_implicit_pointer:·<0x68cc0>·0)	147713	·············0000000000056df1·0000000000056e13·(DW_OP_implicit_pointer:·<0x68cc2>·0)
147714	····0006f552·v000000000000000·v000000000000000·views·at·0006f531·for:	147714	····0006f552·v000000000000000·v000000000000000·views·at·0006f531·for:
147715	·············0000000000057078·000000000005708f·(DW_OP_implicit_pointer:·<0x68cc0>·0)	147715	·············0000000000057078·000000000005708f·(DW_OP_implicit_pointer:·<0x68cc2>·0)
147716	····0006f55e·<End·of·list>	147716	····0006f55e·<End·of·list>

147717	····0006f55f·v000000000000000·v000000000000003·location·view·pair	147717	····0006f55f·v000000000000000·v000000000000003·location·view·pair
147718	····0006f561·v000000000000000·v000000000000000·location·view·pair	147718	····0006f561·v000000000000000·v000000000000000·location·view·pair
147719	····0006f563·v000000000000000·v000000000000000·location·view·pair	147719	····0006f563·v000000000000000·v000000000000000·location·view·pair

147720	····0006f565·0000000000056baf·(base·address)	147720	····0006f565·0000000000056baf·(base·address)
147721	····0006f56e·v000000000000000·v000000000000003·views·at·0006f55f·for:	147721	····0006f56e·v000000000000000·v000000000000003·views·at·0006f55f·for:
147722	·············0000000000056baf·0000000000056c1d·(DW_OP_implicit_pointer:·<0x68cd4>·0)	147722	·············0000000000056baf·0000000000056c1d·(DW_OP_implicit_pointer:·<0x68cd6>·0)
147723	····0006f578·v000000000000000·v000000000000000·views·at·0006f561·for:	147723	····0006f578·v000000000000000·v000000000000000·views·at·0006f561·for:
147724	·············0000000000056df1·0000000000056e13·(DW_OP_implicit_pointer:·<0x68cd4>·0)	147724	·············0000000000056df1·0000000000056e13·(DW_OP_implicit_pointer:·<0x68cd6>·0)
147725	····0006f584·v000000000000000·v000000000000000·views·at·0006f563·for:	147725	····0006f584·v000000000000000·v000000000000000·views·at·0006f563·for:
147726	·············0000000000057078·000000000005708f·(DW_OP_implicit_pointer:·<0x68cd4>·0)	147726	·············0000000000057078·000000000005708f·(DW_OP_implicit_pointer:·<0x68cd6>·0)
147727	····0006f590·<End·of·list>	147727	····0006f590·<End·of·list>

147728	····0006f591·v000000000000000·v000000000000003·location·view·pair	147728	····0006f591·v000000000000000·v000000000000003·location·view·pair
147729	····0006f593·v000000000000000·v000000000000000·location·view·pair	147729	····0006f593·v000000000000000·v000000000000000·location·view·pair
147730	····0006f595·v000000000000000·v000000000000000·location·view·pair	147730	····0006f595·v000000000000000·v000000000000000·location·view·pair

147731	····0006f597·0000000000056baf·(base·address)	147731	····0006f597·0000000000056baf·(base·address)
147732	····0006f5a0·v000000000000000·v000000000000003·views·at·0006f591·for:	147732	····0006f5a0·v000000000000000·v000000000000003·views·at·0006f591·for:
147733	·············0000000000056baf·0000000000056c1d·(DW_OP_implicit_pointer:·<0x68ce8>·0)	147733	·············0000000000056baf·0000000000056c1d·(DW_OP_implicit_pointer:·<0x68cea>·0)
147734	····0006f5aa·v000000000000000·v000000000000000·views·at·0006f593·for:	147734	····0006f5aa·v000000000000000·v000000000000000·views·at·0006f593·for:
147735	·············0000000000056df1·0000000000056e13·(DW_OP_implicit_pointer:·<0x68ce8>·0)	147735	·············0000000000056df1·0000000000056e13·(DW_OP_implicit_pointer:·<0x68cea>·0)
147736	····0006f5b6·v000000000000000·v000000000000000·views·at·0006f595·for:	147736	····0006f5b6·v000000000000000·v000000000000000·views·at·0006f595·for:
147737	·············0000000000057078·000000000005708f·(DW_OP_implicit_pointer:·<0x68ce8>·0)	147737	·············0000000000057078·000000000005708f·(DW_OP_implicit_pointer:·<0x68cea>·0)
147738	····0006f5c2·<End·of·list>	147738	····0006f5c2·<End·of·list>

147739	····0006f5c3·v000000000000000·v000000000000000·location·view·pair	147739	····0006f5c3·v000000000000000·v000000000000000·location·view·pair
147740	····0006f5c5·v000000000000000·v000000000000003·location·view·pair	147740	····0006f5c5·v000000000000000·v000000000000003·location·view·pair

147741	····0006f5c7·v000000000000000·v000000000000000·views·at·0006f5c3·for:	147741	····0006f5c7·v000000000000000·v000000000000000·views·at·0006f5c3·for:
147742	·············0000000000056bd3·0000000000056bf4·(DW_OP_reg10·(r10))	147742	·············0000000000056bd3·0000000000056bf4·(DW_OP_reg10·(r10))
Offset 148171, 37 lines modified		Offset 148171, 37 lines modified
148171	····0006fa67·<End·of·list>	148171	····0006fa67·<End·of·list>

148172	····0006fa68·v000000000000001·v000000000000004·location·view·pair	148172	····0006fa68·v000000000000001·v000000000000004·location·view·pair
148173	····0006fa6a·v000000000000000·v000000000000000·location·view·pair	148173	····0006fa6a·v000000000000000·v000000000000000·location·view·pair

148174	····0006fa6c·00000000000561a3·(base·address)	148174	····0006fa6c·00000000000561a3·(base·address)
148175	····0006fa75·v000000000000001·v000000000000004·views·at·0006fa68·for:	148175	····0006fa75·v000000000000001·v000000000000004·views·at·0006fa68·for:
148176	·············00000000000561a3·00000000000561ce·(DW_OP_implicit_pointer:·<0x68b44>·0)	148176	·············00000000000561a3·00000000000561ce·(DW_OP_implicit_pointer:·<0x68b46>·0)
148177	····0006fa7f·v000000000000000·v000000000000000·views·at·0006fa6a·for:	148177	····0006fa7f·v000000000000000·v000000000000000·views·at·0006fa6a·for:
148178	·············0000000000056386·00000000000563c8·(DW_OP_implicit_pointer:·<0x68b44>·0)	148178	·············0000000000056386·00000000000563c8·(DW_OP_implicit_pointer:·<0x68b46>·0)
148179	····0006fa8b·<End·of·list>	148179	····0006fa8b·<End·of·list>

148180	····0006fa8c·v000000000000001·v000000000000004·location·view·pair	148180	····0006fa8c·v000000000000001·v000000000000004·location·view·pair
148181	····0006fa8e·v000000000000000·v000000000000000·location·view·pair	148181	····0006fa8e·v000000000000000·v000000000000000·location·view·pair

148182	····0006fa90·00000000000561a3·(base·address)	148182	····0006fa90·00000000000561a3·(base·address)
148183	····0006fa99·v000000000000001·v000000000000004·views·at·0006fa8c·for:	148183	····0006fa99·v000000000000001·v000000000000004·views·at·0006fa8c·for:
148184	·············00000000000561a3·00000000000561ce·(DW_OP_implicit_pointer:·<0x68b58>·0)	148184	·············00000000000561a3·00000000000561ce·(DW_OP_implicit_pointer:·<0x68b5a>·0)
148185	····0006faa3·v000000000000000·v000000000000000·views·at·0006fa8e·for:	148185	····0006faa3·v000000000000000·v000000000000000·views·at·0006fa8e·for:
148186	·············0000000000056386·00000000000563c8·(DW_OP_implicit_pointer:·<0x68b58>·0)	148186	·············0000000000056386·00000000000563c8·(DW_OP_implicit_pointer:·<0x68b5a>·0)
148187	····0006faaf·<End·of·list>	148187	····0006faaf·<End·of·list>

148188	····0006fab0·v000000000000001·v000000000000004·location·view·pair	148188	····0006fab0·v000000000000001·v000000000000004·location·view·pair
148189	····0006fab2·v000000000000000·v000000000000000·location·view·pair	148189	····0006fab2·v000000000000000·v000000000000000·location·view·pair

148190	····0006fab4·00000000000561a3·(base·address)	148190	····0006fab4·00000000000561a3·(base·address)
148191	····0006fabd·v000000000000001·v000000000000004·views·at·0006fab0·for:	148191	····0006fabd·v000000000000001·v000000000000004·views·at·0006fab0·for:
148192	·············00000000000561a3·00000000000561ce·(DW_OP_implicit_pointer:·<0x68b6c>·0)	148192	·············00000000000561a3·00000000000561ce·(DW_OP_implicit_pointer:·<0x68b6e>·0)
148193	····0006fac7·v000000000000000·v000000000000000·views·at·0006fab2·for:	148193	····0006fac7·v000000000000000·v000000000000000·views·at·0006fab2·for:
148194	·············0000000000056386·00000000000563c8·(DW_OP_implicit_pointer:·<0x68b6c>·0)	148194	·············0000000000056386·00000000000563c8·(DW_OP_implicit_pointer:·<0x68b6e>·0)
148195	····0006fad3·<End·of·list>	148195	····0006fad3·<End·of·list>

148196	····0006fad4·v000000000000001·v000000000000000·location·view·pair	148196	····0006fad4·v000000000000001·v000000000000000·location·view·pair
148197	····0006fad6·v000000000000000·v000000000000000·location·view·pair	148197	····0006fad6·v000000000000000·v000000000000000·location·view·pair
148198	····0006fad8·v000000000000000·v000000000000000·location·view·pair	148198	····0006fad8·v000000000000000·v000000000000000·location·view·pair
148199	····0006fada·v000000000000000·v000000000000000·location·view·pair	148199	····0006fada·v000000000000000·v000000000000000·location·view·pair
148200	····0006fadc·v000000000000000·v000000000000000·location·view·pair	148200	····0006fadc·v000000000000000·v000000000000000·location·view·pair
Offset 174796, 37 lines modified		Offset 174796, 37 lines modified
174796	····00083e59·<End·of·list>	174796	····00083e59·<End·of·list>

174797	····00083e5a·v000000000000000·v000000000000000·location·view·pair	174797	····00083e5a·v000000000000000·v000000000000000·location·view·pair
174798	····00083e5c·v000000000000000·v000000000000000·location·view·pair	174798	····00083e5c·v000000000000000·v000000000000000·location·view·pair

174799	····00083e5e·00000000000674b6·(base·address)	174799	····00083e5e·00000000000674b6·(base·address)
174800	····00083e67·v000000000000000·v000000000000000·views·at·00083e5a·for:	174800	····00083e67·v000000000000000·v000000000000000·views·at·00083e5a·for:
174801	·············00000000000674b6·00000000000674eb·(DW_OP_implicit_pointer:·<0x77326>·0)	174801	·············00000000000674b6·00000000000674eb·(DW_OP_implicit_pointer:·<0x77328>·0)
174802	····00083e71·v000000000000000·v000000000000000·views·at·00083e5c·for:	174802	····00083e71·v000000000000000·v000000000000000·views·at·00083e5c·for:
174803	·············00000000000676d9·0000000000067705·(DW_OP_implicit_pointer:·<0x77326>·0)	174803	·············00000000000676d9·0000000000067705·(DW_OP_implicit_pointer:·<0x77328>·0)
174804	····00083e7d·<End·of·list>	174804	····00083e7d·<End·of·list>

174805	····00083e7e·v000000000000000·v000000000000000·location·view·pair	174805	····00083e7e·v000000000000000·v000000000000000·location·view·pair
174806	····00083e80·v000000000000000·v000000000000000·location·view·pair	174806	····00083e80·v000000000000000·v000000000000000·location·view·pair

174807	····00083e82·00000000000674b6·(base·address)	174807	····00083e82·00000000000674b6·(base·address)
174808	····00083e8b·v000000000000000·v000000000000000·views·at·00083e7e·for:	174808	····00083e8b·v000000000000000·v000000000000000·views·at·00083e7e·for:
174809	·············00000000000674b6·00000000000674eb·(DW_OP_implicit_pointer:·<0x77332>·0)	174809	·············00000000000674b6·00000000000674eb·(DW_OP_implicit_pointer:·<0x77334>·0)
174810	····00083e95·v000000000000000·v000000000000000·views·at·00083e80·for:	174810	····00083e95·v000000000000000·v000000000000000·views·at·00083e80·for:
174811	·············00000000000676d9·0000000000067705·(DW_OP_implicit_pointer:·<0x77332>·0)	174811	·············00000000000676d9·0000000000067705·(DW_OP_implicit_pointer:·<0x77334>·0)
174812	····00083ea1·<End·of·list>	174812	····00083ea1·<End·of·list>

174813	····00083ea2·v000000000000000·v000000000000000·location·view·pair	174813	····00083ea2·v000000000000000·v000000000000000·location·view·pair
174814	····00083ea4·v000000000000000·v000000000000000·location·view·pair	174814	····00083ea4·v000000000000000·v000000000000000·location·view·pair

174815	····00083ea6·00000000000674b6·(base·address)	174815	····00083ea6·00000000000674b6·(base·address)
174816	····00083eaf·v000000000000000·v000000000000000·views·at·00083ea2·for:	174816	····00083eaf·v000000000000000·v000000000000000·views·at·00083ea2·for:
174817	·············00000000000674b6·00000000000674eb·(DW_OP_implicit_pointer:·<0x7733e>·0)	174817	·············00000000000674b6·00000000000674eb·(DW_OP_implicit_pointer:·<0x77340>·0)
174818	····00083eb9·v000000000000000·v000000000000000·views·at·00083ea4·for:	174818	····00083eb9·v000000000000000·v000000000000000·views·at·00083ea4·for:
174819	·············00000000000676d9·0000000000067705·(DW_OP_implicit_pointer:·<0x7733e>·0)	174819	·············00000000000676d9·0000000000067705·(DW_OP_implicit_pointer:·<0x77340>·0)
174820	····00083ec5·<End·of·list>	174820	····00083ec5·<End·of·list>

174821	····00083ec6·v000000000000000·v000000000000005·location·view·pair	174821	····00083ec6·v000000000000000·v000000000000005·location·view·pair
174822	····00083ec8·v000000000000005·v000000000000000·location·view·pair	174822	····00083ec8·v000000000000005·v000000000000000·location·view·pair
174823	····00083eca·v000000000000000·v000000000000000·location·view·pair	174823	····00083eca·v000000000000000·v000000000000000·location·view·pair

174824	····00083ecc·00000000000676d9·(base·address)	174824	····00083ecc·00000000000676d9·(base·address)
Offset 176772, 37 lines modified		Offset 176772, 37 lines modified
176772	····00085452·<End·of·list>	176772	····00085452·<End·of·list>

176773	····00085453·v000000000000000·v000000000000003·location·view·pair	176773	····00085453·v000000000000000·v000000000000003·location·view·pair
176774	····00085455·v000000000000000·v000000000000000·location·view·pair	176774	····00085455·v000000000000000·v000000000000000·location·view·pair

Max diff block lines reached; 71531/79988 bytes (89.43%) of diff not shown.

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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:···························Advanced·Micro·Devices·X86-64	9	··Machine:···························Advanced·Micro·Devices·X86-64
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:··········716848·(bytes·into·file)	13	··Start·of·section·headers:··········716840·(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:·········37	19	··Number·of·section·headers:·········37
20	··Section·header·string·table·index:·36	20	··Section·header·string·table·index:·36


Offset 1, 8 lines modified		Offset 1, 8 lines modified
1	There·are·37·section·headers,·starting·at·offset·0xaf030:	1	There·are·37·section·headers,·starting·at·offset·0xaf028:

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.build-id·NOTE············0000000000000238·000238·000024·00···A··0···0··4	5	··[·1]·.note.gnu.build-id·NOTE············0000000000000238·000238·000024·00···A··0···0··4
6	··[·2]·.gnu.hash·········NOBITS··········0000000000000260·00025c·000028·00···A··3···0··8	6	··[·2]·.gnu.hash·········NOBITS··········0000000000000260·00025c·000028·00···A··3···0··8
7	··[·3]·.dynsym···········NOBITS··········0000000000000288·00025c·001380·18···A··4···1··8	7	··[·3]·.dynsym···········NOBITS··········0000000000000288·00025c·001380·18···A··4···1··8
Offset 24, 23 lines modified		Offset 24, 23 lines modified
24	··[19]·.data.rel.ro······NOBITS··········000000000005acb0·000ca0·000ae8·00··WA··0···0··8	24	··[19]·.data.rel.ro······NOBITS··········000000000005acb0·000ca0·000ae8·00··WA··0···0··8
25	··[20]·.dynamic··········NOBITS··········000000000005b798·000ca0·0001e0·10··WA··4···0··8	25	··[20]·.dynamic··········NOBITS··········000000000005b798·000ca0·0001e0·10··WA··4···0··8
26	··[21]·.got··············NOBITS··········000000000005b978·000ca0·000688·08··WA··0···0··8	26	··[21]·.got··············NOBITS··········000000000005b978·000ca0·000688·08··WA··0···0··8
27	··[22]·.data·············NOBITS··········000000000005c000·000ca0·001688·00··WA··0···0·32	27	··[22]·.data·············NOBITS··········000000000005c000·000ca0·001688·00··WA··0···0·32
28	··[23]·.bss··············NOBITS··········000000000005d6a0·000ca0·0011c8·00··WA··0···0·32	28	··[23]·.bss··············NOBITS··········000000000005d6a0·000ca0·0011c8·00··WA··0···0·32
29	··[24]·.comment··········PROGBITS········0000000000000000·00025c·00001e·01··MS··0···0··1	29	··[24]·.comment··········PROGBITS········0000000000000000·00025c·00001e·01··MS··0···0··1
30	··[25]·.debug_aranges····PROGBITS········0000000000000000·000280·0000c1·00···C··0···0··8	30	··[25]·.debug_aranges····PROGBITS········0000000000000000·000280·0000c1·00···C··0···0··8
31	··[26]·.debug_info·······PROGBITS········0000000000000000·000348·041131·00···C··0···0··8	31	··[26]·.debug_info·······PROGBITS········0000000000000000·000348·04112b·00···C··0···0··8
32	··[27]·.debug_abbrev·····PROGBITS········0000000000000000·041480·0004c8·00···C··0···0··8	32	··[27]·.debug_abbrev·····PROGBITS········0000000000000000·041478·0004c8·00···C··0···0··8
33	··[28]·.debug_line·······PROGBITS········0000000000000000·041948·01ec57·00···C··0···0··8	33	··[28]·.debug_line·······PROGBITS········0000000000000000·041940·01ec57·00···C··0···0··8
34	··[29]·.debug_str········PROGBITS········0000000000000000·0605a0·000686·01·MSC··0···0··8	34	··[29]·.debug_str········PROGBITS········0000000000000000·060598·000686·01·MSC··0···0··8
35	··[30]·.debug_line_str···PROGBITS········0000000000000000·060c28·0001ed·01·MSC··0···0··8	35	··[30]·.debug_line_str···PROGBITS········0000000000000000·060c20·0001ed·01·MSC··0···0··8
36	··[31]·.debug_loclists···PROGBITS········0000000000000000·060e18·03aae8·00···C··0···0··8	36	··[31]·.debug_loclists···PROGBITS········0000000000000000·060e10·03aae4·00···C··0···0··8
37	··[32]·.debug_rnglists···PROGBITS········0000000000000000·09b~~900~~·008bc0·00···C··0···0··8	37	··[32]·.debug_rnglists···PROGBITS········0000000000000000·09b8f8·008bc0·00···C··0···0··8
38	··[33]·.gnu_debugaltlink·PROGBITS········0000000000000000·0a44c0·000052·00······0···0··1	38	··[33]·.gnu_debugaltlink·PROGBITS········0000000000000000·0a44b8·000052·00······0···0··1
39	··[34]·.symtab···········SYMTAB··········0000000000000000·0a4518·005370·18·····35·683··8	39	··[34]·.symtab···········SYMTAB··········0000000000000000·0a4510·005370·18·····35·683··8
40	··[35]·.strtab···········STRTAB··········0000000000000000·0a9888·00562b·00······0···0··1	40	··[35]·.strtab···········STRTAB··········0000000000000000·0a9880·00562b·00······0···0··1
41	··[36]·.shstrtab·········STRTAB··········0000000000000000·0aeeb3·000177·00······0···0··1	41	··[36]·.shstrtab·········STRTAB··········0000000000000000·0aeeab·000177·00······0···0··1
42	Key·to·Flags:	42	Key·to·Flags:
43	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),	43	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),
44	··L·(link·order),·O·(extra·OS·processing·required),·G·(group),·T·(TLS),	44	··L·(link·order),·O·(extra·OS·processing·required),·G·(group),·T·(TLS),
45	··C·(compressed),·x·(unknown),·o·(OS·specific),·E·(exclude),	45	··C·(compressed),·x·(unknown),·o·(OS·specific),·E·(exclude),
46	··D·(mbind),·l·(large),·p·(processor·specific)	46	··D·(mbind),·l·(large),·p·(processor·specific)


Offset 63464, 21 lines modified		Offset 63464, 21 lines modified
63464	····000310b4·v000000000000001·v000000000000000·views·at·000310b2·for:	63464	····000310b4·v000000000000001·v000000000000000·views·at·000310b2·for:
63465	·············0000000000037383·0000000000037450·(DW_OP_lit1;·DW_OP_stack_value)	63465	·············0000000000037383·0000000000037450·(DW_OP_lit1;·DW_OP_stack_value)
63466	····000310c2·<End·of·list>	63466	····000310c2·<End·of·list>

63467	····000310c3·v000000000000001·v000000000000000·location·view·pair	63467	····000310c3·v000000000000001·v000000000000000·location·view·pair

63468	····000310c5·v000000000000001·v000000000000000·views·at·000310c3·for:	63468	····000310c5·v000000000000001·v000000000000000·views·at·000310c3·for:
63469	·············0000000000037383·0000000000037450·(DW_OP_implicit_pointer:·<0x2d463>·0)	63469	·············0000000000037383·0000000000037450·(DW_OP_implicit_pointer:·<0x2d461>·0)
63470	····000310d7·<End·of·list>	63470	····000310d7·<End·of·list>

63471	····000310d8·v000000000000001·v000000000000000·location·view·pair	63471	····000310d8·v000000000000001·v000000000000000·location·view·pair

63472	····000310da·v000000000000001·v000000000000000·views·at·000310d8·for:	63472	····000310da·v000000000000001·v000000000000000·views·at·000310d8·for:
63473	·············0000000000037383·0000000000037450·(DW_OP_implicit_pointer:·<0x2d48b>·0)	63473	·············0000000000037383·0000000000037450·(DW_OP_implicit_pointer:·<0x2d489>·0)
63474	····000310ec·<End·of·list>	63474	····000310ec·<End·of·list>

63475	····000310ed·v000000000000001·v000000000000000·location·view·pair	63475	····000310ed·v000000000000001·v000000000000000·location·view·pair

63476	····000310ef·v000000000000001·v000000000000000·views·at·000310ed·for:	63476	····000310ef·v000000000000001·v000000000000000·views·at·000310ed·for:
63477	·············0000000000037390·0000000000037450·(DW_OP_reg14·(r14))	63477	·············0000000000037390·0000000000037450·(DW_OP_reg14·(r14))
63478	····000310fc·<End·of·list>	63478	····000310fc·<End·of·list>
Offset 63576, 19 lines modified		Offset 63576, 19 lines modified

63576	····0003120d·v000000000000003·v000000000000000·location·view·pair	63576	····0003120d·v000000000000003·v000000000000000·location·view·pair
63577	····0003120f·v000000000000000·v000000000000000·location·view·pair	63577	····0003120f·v000000000000000·v000000000000000·location·view·pair
63578	····00031211·v000000000000000·v000000000000001·location·view·pair	63578	····00031211·v000000000000000·v000000000000001·location·view·pair

63579	····00031213·0000000000037450·(base·address)	63579	····00031213·0000000000037450·(base·address)
63580	····0003121c·v000000000000003·v000000000000000·views·at·0003120d·for:	63580	····0003121c·v000000000000003·v000000000000000·views·at·0003120d·for:
63581	·············0000000000037450·00000000000374a0·(DW_OP_implicit_pointer:·<0x2d3c6>·0)	63581	·············0000000000037450·00000000000374a0·(DW_OP_implicit_pointer:·<0x2d3c4>·0)
63582	····00031226·v000000000000000·v000000000000000·views·at·0003120f·for:	63582	····00031226·v000000000000000·v000000000000000·views·at·0003120f·for:
63583	·············0000000000037809·000000000003781b·(DW_OP_implicit_pointer:·<0x2d3c6>·0)	63583	·············0000000000037809·000000000003781b·(DW_OP_implicit_pointer:·<0x2d3c4>·0)
63584	····00031232·v000000000000000·v000000000000001·views·at·00031211·for:	63584	····00031232·v000000000000000·v000000000000001·views·at·00031211·for:
63585	·············000000000003800b·000000000003802d·(DW_OP_implicit_pointer:·<0x2d3c6>·0)	63585	·············000000000003800b·000000000003802d·(DW_OP_implicit_pointer:·<0x2d3c4>·0)
63586	····0003123e·<End·of·list>	63586	····0003123e·<End·of·list>

63587	····0003123f·v000000000000000·v000000000000000·location·view·pair	63587	····0003123f·v000000000000000·v000000000000000·location·view·pair

63588	····00031241·v000000000000000·v000000000000000·views·at·0003123f·for:	63588	····00031241·v000000000000000·v000000000000000·views·at·0003123f·for:
63589	·············0000000000037493·00000000000374a0·(DW_OP_reg12·(r12))	63589	·············0000000000037493·00000000000374a0·(DW_OP_reg12·(r12))
63590	····0003124d·<End·of·list>	63590	····0003124d·<End·of·list>
Offset 79809, 37 lines modified		Offset 79809, 37 lines modified
79809	····0003dbed·<End·of·list>	79809	····0003dbed·<End·of·list>

79810	····0003dbee·v000000000000000·v000000000000000·location·view·pair	79810	····0003dbee·v000000000000000·v000000000000000·location·view·pair
79811	····0003dbf0·v000000000000000·v000000000000000·location·view·pair	79811	····0003dbf0·v000000000000000·v000000000000000·location·view·pair

79812	····0003dbf2·000000000002f683·(base·address)	79812	····0003dbf2·000000000002f683·(base·address)
79813	····0003dbfb·v000000000000000·v000000000000000·views·at·0003dbee·for:	79813	····0003dbfb·v000000000000000·v000000000000000·views·at·0003dbee·for:
79814	·············000000000002f683·000000000002f6d2·(DW_OP_implicit_pointer:·<0x3ccd8>·0)	79814	·············000000000002f683·000000000002f6d2·(DW_OP_implicit_pointer:·<0x3ccd6>·0)
79815	····0003dc05·v000000000000000·v000000000000000·views·at·0003dbf0·for:	79815	····0003dc05·v000000000000000·v000000000000000·views·at·0003dbf0·for:
79816	·············00000000000309c9·0000000000030a09·(DW_OP_implicit_pointer:·<0x3ccd8>·0)	79816	·············00000000000309c9·0000000000030a09·(DW_OP_implicit_pointer:·<0x3ccd6>·0)
79817	····0003dc11·<End·of·list>	79817	····0003dc11·<End·of·list>

79818	····0003dc12·v000000000000000·v000000000000000·location·view·pair	79818	····0003dc12·v000000000000000·v000000000000000·location·view·pair
79819	····0003dc14·v000000000000000·v000000000000000·location·view·pair	79819	····0003dc14·v000000000000000·v000000000000000·location·view·pair

79820	····0003dc16·000000000002f683·(base·address)	79820	····0003dc16·000000000002f683·(base·address)
79821	····0003dc1f·v000000000000000·v000000000000000·views·at·0003dc12·for:	79821	····0003dc1f·v000000000000000·v000000000000000·views·at·0003dc12·for:
79822	·············000000000002f683·000000000002f6d2·(DW_OP_implicit_pointer:·<0x3ccec>·0)	79822	·············000000000002f683·000000000002f6d2·(DW_OP_implicit_pointer:·<0x3ccea>·0)
79823	····0003dc29·v000000000000000·v000000000000000·views·at·0003dc14·for:	79823	····0003dc29·v000000000000000·v000000000000000·views·at·0003dc14·for:
79824	·············00000000000309c9·0000000000030a09·(DW_OP_implicit_pointer:·<0x3ccec>·0)	79824	·············00000000000309c9·0000000000030a09·(DW_OP_implicit_pointer:·<0x3ccea>·0)
79825	····0003dc35·<End·of·list>	79825	····0003dc35·<End·of·list>

79826	····0003dc36·v000000000000000·v000000000000000·location·view·pair	79826	····0003dc36·v000000000000000·v000000000000000·location·view·pair
79827	····0003dc38·v000000000000000·v000000000000000·location·view·pair	79827	····0003dc38·v000000000000000·v000000000000000·location·view·pair

79828	····0003dc3a·000000000002f683·(base·address)	79828	····0003dc3a·000000000002f683·(base·address)
79829	····0003dc43·v000000000000000·v000000000000000·views·at·0003dc36·for:	79829	····0003dc43·v000000000000000·v000000000000000·views·at·0003dc36·for:
79830	·············000000000002f683·000000000002f6d2·(DW_OP_implicit_pointer:·<0x3c~~d00~~>·0)	79830	·············000000000002f683·000000000002f6d2·(DW_OP_implicit_pointer:·<0x3ccfe>·0)
79831	····0003dc4d·v000000000000000·v000000000000000·views·at·0003dc38·for:	79831	····0003dc4d·v000000000000000·v000000000000000·views·at·0003dc38·for:
79832	·············00000000000309c9·0000000000030a09·(DW_OP_implicit_pointer:·<0x3c~~d00~~>·0)	79832	·············00000000000309c9·0000000000030a09·(DW_OP_implicit_pointer:·<0x3ccfe>·0)
79833	····0003dc59·<End·of·list>	79833	····0003dc59·<End·of·list>

79834	····0003dc5a·v000000000000000·v000000000000005·location·view·pair	79834	····0003dc5a·v000000000000000·v000000000000005·location·view·pair
79835	····0003dc5c·v000000000000005·v000000000000000·location·view·pair	79835	····0003dc5c·v000000000000005·v000000000000000·location·view·pair
79836	····0003dc5e·v000000000000000·v000000000000000·location·view·pair	79836	····0003dc5e·v000000000000000·v000000000000000·location·view·pair

79837	····0003dc60·00000000000309c9·(base·address)	79837	····0003dc60·00000000000309c9·(base·address)
Offset 81196, 37 lines modified		Offset 81196, 37 lines modified
81196	····0003eb4a·<End·of·list>	81196	····0003eb4a·<End·of·list>

81197	····0003eb4b·v000000000000000·v000000000000000·location·view·pair	81197	····0003eb4b·v000000000000000·v000000000000000·location·view·pair
81198	····0003eb4d·v000000000000000·v000000000000000·location·view·pair	81198	····0003eb4d·v000000000000000·v000000000000000·location·view·pair

81199	····0003eb4f·000000000002ed27·(base·address)	81199	····0003eb4f·000000000002ed27·(base·address)
81200	····0003eb58·v000000000000000·v000000000000000·views·at·0003eb4b·for:	81200	····0003eb58·v000000000000000·v000000000000000·views·at·0003eb4b·for:
81201	·············000000000002ed27·000000000002ed59·(DW_OP_implicit_pointer:·<0x3cc60>·0)	81201	·············000000000002ed27·000000000002ed59·(DW_OP_implicit_pointer:·<0x3cc5e>·0)
81202	····0003eb62·v000000000000000·v000000000000000·views·at·0003eb4d·for:	81202	····0003eb62·v000000000000000·v000000000000000·views·at·0003eb4d·for:
81203	·············000000000002f9cf·000000000002f9fa·(DW_OP_implicit_pointer:·<0x3cc60>·0)	81203	·············000000000002f9cf·000000000002f9fa·(DW_OP_implicit_pointer:·<0x3cc5e>·0)
81204	····0003eb6e·<End·of·list>	81204	····0003eb6e·<End·of·list>

81205	····0003eb6f·v000000000000000·v000000000000000·location·view·pair	81205	····0003eb6f·v000000000000000·v000000000000000·location·view·pair
81206	····0003eb71·v000000000000000·v000000000000000·location·view·pair	81206	····0003eb71·v000000000000000·v000000000000000·location·view·pair

81207	····0003eb73·000000000002ed27·(base·address)	81207	····0003eb73·000000000002ed27·(base·address)
81208	····0003eb7c·v000000000000000·v000000000000000·views·at·0003eb6f·for:	81208	····0003eb7c·v000000000000000·v000000000000000·views·at·0003eb6f·for:
81209	·············000000000002ed27·000000000002ed59·(DW_OP_implicit_pointer:·<0x3cc74>·0)	81209	·············000000000002ed27·000000000002ed59·(DW_OP_implicit_pointer:·<0x3cc72>·0)
81210	····0003eb86·v000000000000000·v000000000000000·views·at·0003eb71·for:	81210	····0003eb86·v000000000000000·v000000000000000·views·at·0003eb71·for:
81211	·············000000000002f9cf·000000000002f9fa·(DW_OP_implicit_pointer:·<0x3cc74>·0)	81211	·············000000000002f9cf·000000000002f9fa·(DW_OP_implicit_pointer:·<0x3cc72>·0)
81212	····0003eb92·<End·of·list>	81212	····0003eb92·<End·of·list>

81213	····0003eb93·v000000000000000·v000000000000000·location·view·pair	81213	····0003eb93·v000000000000000·v000000000000000·location·view·pair
81214	····0003eb95·v000000000000000·v000000000000000·location·view·pair	81214	····0003eb95·v000000000000000·v000000000000000·location·view·pair

81215	····0003eb97·000000000002ed27·(base·address)	81215	····0003eb97·000000000002ed27·(base·address)
81216	····0003eba0·v000000000000000·v000000000000000·views·at·0003eb93·for:	81216	····0003eba0·v000000000000000·v000000000000000·views·at·0003eb93·for:
81217	·············000000000002ed27·000000000002ed59·(DW_OP_implicit_pointer:·<0x3cc88>·0)	81217	·············000000000002ed27·000000000002ed59·(DW_OP_implicit_pointer:·<0x3cc86>·0)
81218	····0003ebaa·v000000000000000·v000000000000000·views·at·0003eb95·for:	81218	····0003ebaa·v000000000000000·v000000000000000·views·at·0003eb95·for:
81219	·············000000000002f9cf·000000000002f9fa·(DW_OP_implicit_pointer:·<0x3cc88>·0)	81219	·············000000000002f9cf·000000000002f9fa·(DW_OP_implicit_pointer:·<0x3cc86>·0)
81220	····0003ebb6·<End·of·list>	81220	····0003ebb6·<End·of·list>

81221	····0003ebb7·v000000000000000·v000000000000005·location·view·pair	81221	····0003ebb7·v000000000000000·v000000000000005·location·view·pair
81222	····0003ebb9·v000000000000005·v000000000000000·location·view·pair	81222	····0003ebb9·v000000000000005·v000000000000000·location·view·pair
81223	····0003ebbb·v000000000000000·v000000000000000·location·view·pair	81223	····0003ebbb·v000000000000000·v000000000000000·location·view·pair

81224	····0003ebbd·000000000002f9cf·(base·address)	81224	····0003ebbd·000000000002f9cf·(base·address)
Offset 96721, 32 lines modified		Offset 96721, 32 lines modified

96721	····0004a4c6·v000000000000004·v000000000000000·location·view·pair	96721	····0004a4c6·v000000000000004·v000000000000000·location·view·pair
96722	····0004a4c8·v000000000000000·v000000000000000·location·view·pair	96722	····0004a4c8·v000000000000000·v000000000000000·location·view·pair
96723	····0004a4ca·v000000000000005·v000000000000004·location·view·pair	96723	····0004a4ca·v000000000000005·v000000000000004·location·view·pair

96724	····0004a4cc·00000000000286ee·(base·address)	96724	····0004a4cc·00000000000286ee·(base·address)
96725	····0004a4d5·v000000000000004·v000000000000000·views·at·0004a4c6·for:	96725	····0004a4d5·v000000000000004·v000000000000000·views·at·0004a4c6·for:
96726	·············00000000000286ee·000000000002874e·(DW_OP_implicit_pointer:·<0x4b27b>·0)	96726	·············00000000000286ee·000000000002874e·(DW_OP_implicit_pointer:·<0x4b279>·0)
96727	····0004a4df·v000000000000000·v000000000000000·views·at·0004a4c8·for:	96727	····0004a4df·v000000000000000·v000000000000000·views·at·0004a4c8·for:
Max diff block lines reached; 30763/38794 bytes (79.30%) of diff not shown.

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