/usr/bin/diffoscope --timeout 7200 --html /srv/reproducible-results/rbuild-debian/r-b-build.qx9yrQdE/pandas_2.2.3+dfsg-5.diffoscope.html --text /srv/reproducible-results/rbuild-debian/r-b-build.qx9yrQdE/pandas_2.2.3+dfsg-5.diffoscope.txt --json /srv/reproducible-results/rbuild-debian/r-b-build.qx9yrQdE/pandas_2.2.3+dfsg-5.diffoscope.json --profile=- /srv/reproducible-results/rbuild-debian/r-b-build.qx9yrQdE/b1/pandas_2.2.3+dfsg-5_arm64.changes /srv/reproducible-results/rbuild-debian/r-b-build.qx9yrQdE/b2/pandas_2.2.3+dfsg-5

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/srv/reproducible-results/rbuild-debian/r-b-build.qx9yrQdE/b1/pandas_2.2.3+dfsg-5_arm64.changes vs.

/srv/reproducible-results/rbuild-debian/r-b-build.qx9yrQdE/b2/pandas_2.2.3+dfsg-5_arm64.changes ¶

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731 B

Files ¶

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197 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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196 KB

data.tar.xz ¶

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196 KB

data.tar ¶

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9.64 KB

file list ¶

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47.5 KB

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47.4 KB

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4.39 KB

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Similarity: 0.9985610875706213% Differences: {"'cells'": "{1: {'metadata': {'execution': {'iopub.execute_input': '2026-01-22T00:06:19.293799Z', " "'iopub.status.busy': '2026-01-22T00:06:19.292881Z', 'iopub.status.idle': " "'2026-01-22T00:06:19.781657Z', 'shell.execute_reply': " "'2026-01-22T00:06:19.780105Z'}}}, 3: {'metadata': {'execution': " "{'iopub.execute_input': '2026-01-22T00:06:19.786599Z', 'iopub.status.busy': " "'2026-01-22T00:06:19.785046Z', 'iopub.status.idle': '2026-01-22T00:06:2 […]

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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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3.87 KB

python3-pandas-lib_2.2.3+dfsg-5_arm64.deb ¶

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367 B

file list ¶

⊟

98.0 B

control.tar.xz ¶

⊟

70.0 B

control.tar ¶

⊟

48.0 B

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

3.34 KB

data.tar.xz ¶

⊟

3.31 KB

data.tar ¶

⊟

1.65 KB

./usr/lib/python3/dist-packages/pandas/_libs/tslibs/strptime.cpython-312-aarch64-linux-gnu.so ¶

File has been modified after NT_GNU_BUILD_ID has been applied.

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628 B

readelf --wide --notes {} ¶

⊟

811 B

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

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

⊟

1.65 KB

./usr/lib/python3/dist-packages/pandas/_libs/tslibs/timedeltas.cpython-312-aarch64-linux-gnu.so ¶

File has been modified after NT_GNU_BUILD_ID has been applied.

⊟

628 B

readelf --wide --notes {} ¶

⊟

811 B

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

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

⊟

33.7 MB

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

⊟

367 B

file list ¶

⊟

6.12 KB

control.tar.xz ¶

⊟

6.09 KB

control.tar ¶

⊟

3.99 KB

./control ¶

⊟

2.08 KB

./md5sums ¶

⊟

30.0 B

./md5sums ¶

Files differ

⊟

2.04 KB

line order ¶

⊟

33.7 MB

data.tar.xz ¶

⊟

33.7 MB

data.tar ¶

⊟

5.33 KB

file list ¶

⊟

21.4 MB

./usr/lib/debug/.build-id/60/bdacc5ca01d895b383c793d957793582cc8867.debug vs.

./usr/lib/debug/.build-id/b6/32323216f6c043057c2f7b2fd12aee8425d84b.debug ¶

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

⊟

865 B

readelf --wide --file-header {} ¶

⊟

3.47 KB

readelf --wide --sections {} ¶

⊟

628 B

readelf --wide --notes {} ¶

⊟

21.3 MB

readelf --wide --debug-dump=info {} ¶

⊟

79.8 KB

readelf --wide --debug-dump=loc {} ¶

⊟

3.75 KB

strings --all --bytes=8 {} ¶

⊟

12.3 MB

./usr/lib/debug/.build-id/75/520d6c6b7546b6993cf86ba199eb25bc744497.debug vs.

./usr/lib/debug/.build-id/78/ec73e72cbd665c577b411cf40c478a1ab9869d.debug ¶

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

⊟

863 B

readelf --wide --file-header {} ¶

⊟

3.12 KB

readelf --wide --sections {} ¶

⊟

628 B

readelf --wide --notes {} ¶

⊟

12.2 MB

readelf --wide --debug-dump=info {} ¶

⊟

35.0 KB

readelf --wide --debug-dump=loc {} ¶

⊟

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strings --all --bytes=8 {} ¶


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

1	·~~d087f930ce~~9~~f61dba~~ca~~550d49~~d~~29f22a~~·924~~6028~~·doc·optional·python-pandas-doc_2.2.3+dfsg-5_all.deb	1	·94758643f89409334caa73cc7dead052·9245460·doc·optional·python-pandas-doc_2.2.3+dfsg-5_all.deb
2	·~~8ea66acd1198fb~~27c1~~9eae05c22acf20~~·35728184·debug·optional·python3-pandas-lib-dbgsym_2.2.3+dfsg-5_arm64.deb	2	·3927f27fe70c6d23c12832cfdb18d38a·35727584·debug·optional·python3-pandas-lib-dbgsym_2.2.3+dfsg-5_arm64.deb
3	·72e5~~25d~~2~~f274a~~c~~5e8~~3~~753~~f~~d17bc4b75c~~·3746~~356~~·python·optional·python3-pandas-lib_2.2.3+dfsg-5_arm64.deb	3	·3ee1724c568c36cf30fbf2651eeaee37·3746688·python·optional·python3-pandas-lib_2.2.3+dfsg-5_arm64.deb
4	·82393119d6d8cb1b1ef15e3b71c2d0a7·3096356·python·optional·python3-pandas_2.2.3+dfsg-5_all.deb	4	·82393119d6d8cb1b1ef15e3b71c2d0a7·3096356·python·optional·python3-pandas_2.2.3+dfsg-5_all.deb


Offset 1, 3 lines modified		Offset 1, 3 lines modified
1	-rw-r--r--···0········0········0········4·2024-10-21·18:43:11.000000·debian-binary	1	-rw-r--r--···0········0········0········4·2024-10-21·18:43:11.000000·debian-binary
2	-rw-r--r--···0········0········0···146980·2024-10-21·18:43:11.000000·control.tar.xz	2	-rw-r--r--···0········0········0···146964·2024-10-21·18:43:11.000000·control.tar.xz
3	-rw-r--r--···0········0········0··9098~~856~~·2024-10-21·18:43:11.000000·data.tar.xz	3	-rw-r--r--···0········0········0··9098304·2024-10-21·18:43:11.000000·data.tar.xz


Offset 21523, 34 lines modified		Offset 21523, 34 lines modified
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":·2209,	21530	········"005":·[2193,·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,
21545	········"006747":·[2185,·2197,·2199,·2202,·2204,·2215],	21546	········"006747":·[2185,·2197,·2199,·2202,·2204,·2215],
21546	········"006871":·2212,	21547	········"006871":·2212,
21547	········"006888":·2220,	21548	········"006888":·2220,
21548	········"006938":·2207,	21549	········"006938":·2207,
21549	········"007":·2193,
21550	········"007200":·2184,	21550	········"007200":·2184,
21551	········"007207":·[2184,·2214],	21551	········"007207":·[2184,·2214],
21552	········"007717":·2199,	21552	········"007717":·2199,
21553	········"007824":·15,	21553	········"007824":·15,
21554	········"007952":·2207,	21554	········"007952":·2207,
21555	········"007996":·2186,	21555	········"007996":·2186,
21556	········"007f":·203,	21556	········"007f":·203,
Offset 21632, 14 lines modified		Offset 21632, 15 lines modified
21632	········"015988":·2186,	21632	········"015988":·2186,
21633	········"016009":·15,	21633	········"016009":·15,
21634	········"016287":·2210,	21634	········"016287":·2210,
21635	········"016331":·2210,	21635	········"016331":·2210,
21636	········"016424":·[16,·19],	21636	········"016424":·[16,·19],
21637	········"016692":·[2184,·2195,·2214],	21637	········"016692":·[2184,·2195,·2214],
21638	········"01685762652715874":·[624,·1215],	21638	········"01685762652715874":·[624,·1215],
		21639	········"017":·2193,
21639	········"017106":·2207,	21640	········"017106":·2207,
21640	········"017118":·2199,	21641	········"017118":·2199,
21641	········"017152":·2186,	21642	········"017152":·2186,
21642	········"017263":·2207,	21643	········"017263":·2207,
21643	········"017276":·2191,	21644	········"017276":·2191,
21644	········"017587":·[2184,·2195,·2214],	21645	········"017587":·[2184,·2195,·2214],
21645	········"017796":·2207,	21646	········"017796":·2207,
Offset 21691, 27 lines modified		Offset 21692, 26 lines modified
21691	········"023526":·2191,	21692	········"023526":·2191,
21692	········"023640":·2230,	21693	········"023640":·2230,
21693	········"023688":·[15,·2185,·2191,·2197],	21694	········"023688":·[15,·2185,·2191,·2197],
21694	········"0237":·2204,	21695	········"0237":·2204,
21695	········"023721":·2207,	21696	········"023721":·2207,
21696	········"023888":·2186,	21697	········"023888":·2186,
21697	········"023898":·2195,	21698	········"023898":·2195,
21698	········"024":·2193,
21699	········"024121":·2207,	21699	········"024121":·2207,
21700	········"024180":·[2185,·2197,·2199,·2202,·2204,·2215],	21700	········"024180":·[2185,·2197,·2199,·2202,·2204,·2215],
21701	········"024320":·2210,	21701	········"024320":·2210,
21702	········"02458":·2195,	21702	········"02458":·2195,
21703	········"024580":·[2184,·2195,·2214],	21703	········"024580":·[2184,·2195,·2214],
21704	········"024738":·[102,·1158],	21704	········"024738":·[102,·1158],
21705	········"024786":·2207,	21705	········"024786":·2207,
21706	········"024810":·2207,	21706	········"024810":·2207,
21707	········"0249":·[267,·896],	21707	········"0249":·[267,·896],
21708	········"024925":·2195,	21708	········"024925":·2195,
21709	········"024967":·2207,	21709	········"024967":·2207,
21710	········"025":·[2186,·2222,·2227],	21710	········"025":·[2186,·2193,·2222,·2227],
21711	········"025054":·2184,	21711	········"025054":·2184,
21712	········"025270":·2186,	21712	········"025270":·2186,
21713	········"025363":·2186,	21713	········"025363":·2186,
21714	········"025367":·2207,	21714	········"025367":·2207,
21715	········"025747":·[2191,·2197,·2207],	21715	········"025747":·[2191,·2197,·2207],
21716	········"026036":·2207,	21716	········"026036":·2207,
21717	········"026158":·2210,	21717	········"026158":·2210,
Offset 21914, 15 lines modified		Offset 21914, 14 lines modified
21914	········"052021":·2210,	21914	········"052021":·2210,
21915	········"052127":·2207,	21915	········"052127":·2207,
21916	········"052580":·2195,	21916	········"052580":·2195,
21917	········"052589":·2193,	21917	········"052589":·2193,
21918	········"052599":·2186,	21918	········"052599":·2186,
21919	········"052721":·2219,	21919	········"052721":·2219,
21920	········"052849":·2212,	21920	········"052849":·2212,
21921	········"053":·2193,
21922	········"0530":·[1498,·2246],	21921	········"0530":·[1498,·2246],
21923	········"053136":·2191,	21922	········"053136":·2191,
21924	········"053365":·[182,·760],	21923	········"053365":·[182,·760],
21925	········"053667":·2207,	21924	········"053667":·2207,
21926	········"053768":·2199,	21925	········"053768":·2199,
21927	········"053785":·2219,	21926	········"053785":·2219,
21928	········"054325":·2191,	21927	········"054325":·2191,
Offset 21933, 14 lines modified		Offset 21932, 15 lines modified
21933	········"055300":·2212,	21932	········"055300":·2212,
21934	········"055457":·2199,	21933	········"055457":·2199,
21935	········"055473":·2235,	21934	········"055473":·2235,
21936	········"055501":·2207,	21935	········"055501":·2207,
21937	········"055556":·[69,·109,·129,·171,·173,·182,·199,·204,·206,·215,·216,·217,·220,·221,·222,·244,·275,·760],	21936	········"055556":·[69,·109,·129,·171,·173,·182,·199,·204,·206,·215,·216,·217,·220,·221,·222,·244,·275,·760],
21938	········"055758":·2197,	21937	········"055758":·2197,
21939	········"055914":·2207,	21938	········"055914":·2207,
		21939	········"056":·2193,
21940	········"056367":·[283,·910],	21940	········"056367":·[283,·910],
21941	········"056780":·2210,	21941	········"056780":·2210,
21942	········"056842":·2207,	21942	········"056842":·2207,
21943	········"056909":·2210,	21943	········"056909":·2210,
21944	········"057165":·2207,	21944	········"057165":·2207,
21945	········"057490":·2193,	21945	········"057490":·2193,
21946	········"057737":·2235,	21946	········"057737":·2235,
Offset 22251, 33 lines modified		Offset 22251, 33 lines modified
22251	········"0n":·[1489,·2298],	22251	········"0n":·[1489,·2298],
22252	········"0px":·2207,	22252	········"0px":·2207,
22253	········"0rc0":·13,	22253	········"0rc0":·13,
22254	········"0th":·[26,·249,·882,·1202,·2185,·2197,·2199,·2235],	22254	········"0th":·[26,·249,·882,·1202,·2185,·2197,·2199,·2235],
22255	········"0x00":·2294,	22255	········"0x00":·2294,
22256	········"0x40":·2294,	22256	········"0x40":·2294,
22257	········"0x7efd0c0b0690":·3,	22257	········"0x7efd0c0b0690":·3,
22258	········"0xffff~~208c14f~~0":·2230,	22258	········"0xffff4ae03ec0":·2230,
22259	········"0xffff~~5bc73~~b00":·2199,	22259	········"0xffff822b0b60":·2199,
		22260	········"0xffff93590fe0":·2246,
22260	········"0xffff~~6023d4b~~0":·2197,	22261	········"0xffff93963670":·2197,
22261	········"0xffff63f0~~961~~0":·2195,	22262	········"0xffff93c0bf20":·2195,
22262	········"0xffff67fc0110":·2246,
22263	········"0xffff~~770~~a~~2d4~~0":·2210,	22263	········"0xffffa97af9c0":·2210,
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Max diff block lines reached; 33736/48463 bytes (69.61%) 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">201·us·+-·~~3.2~~5·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1861	<span·class="go">243·us·+-·28.5·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)</span>
1862	<span·class="go">7~~7.3~~·us·+-·~~5.2~~3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1862	<span·class="go">118·us·+-·24.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1863	</pre></div>	1863	</pre></div>
1864	</div>	1864	</div>
1865	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[144]:·</span><span·class="n">ser</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">arr</span><span·class="p">[:,</span>·<span·class="mi">0</span><span·class="p">])</span>	1865	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[144]:·</span><span·class="n">ser</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">arr</span><span·class="p">[:,</span>·<span·class="mi">0</span><span·class="p">])</span>

1866	<span·class="gp">In·[145]:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.iloc[indexer]	1866	<span·class="gp">In·[145]:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.iloc[indexer]
1867	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.take(indexer)	1867	<span·class="gp">···.....:·</span><span·class="o">%</span><span·class="k">timeit</span>·ser.take(indexer)
1868	<span·class="gp">···.....:·</span>	1868	<span·class="gp">···.....:·</span>
1869	<span·class="go">163·us·+-·8.68·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
1870	<span·class="go">137·us·+-·~~7.55~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>	1869	<span·class="go">147·us·+-·12.4·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)</span>
		1870	<span·class="go">121·us·+-·1.03·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	201·us·+-·~~3.2~~5·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1246	243·us·+-·28.5·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
1247	7~~7.3~~·us·+-·~~5.2~~3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1247	118·us·+-·24.3·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1248	In·[144]:·ser·=·pd.Series(arr[:,·0])	1248	In·[144]:·ser·=·pd.Series(arr[:,·0])

1249	In·[145]:·%timeit·ser.iloc[indexer]	1249	In·[145]:·%timeit·ser.iloc[indexer]
1250	···.....:·%timeit·ser.take(indexer)	1250	···.....:·%timeit·ser.take(indexer)
1251	···.....:	1251	···.....:
1252	163·us·+-·8.68·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
1253	137·us·+-·~~7.55~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)	1252	147·us·+-·12.4·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·10,000·loops·each)
		1253	121·us·+-·1.03·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, 33 lines modified
106	···...:·····dx·=·(b·-·a)·/·N	106	···...:·····dx·=·(b·-·a)·/·N
107	···...:·····for·i·in·range(N):	107	···...:·····for·i·in·range(N):
108	···...:·········s·+=·f(a·+·i·*·dx)	108	···...:·········s·+=·f(a·+·i·*·dx)
109	···...:·····return·s·*·dx	109	···...:·····return·s·*·dx
110	···...:	110	···...:
111	We·achieve·our·result·by·using·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8a_\x8p_\x8p_\x8l_\x8y_\x8(_\x8)·(row-wise):	111	We·achieve·our·result·by·using·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8a_\x8p_\x8p_\x8l_\x8y_\x8(_\x8)·(row-wise):
112	In·[5]:·%timeit·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)	112	In·[5]:·%timeit·df.apply(lambda·x:·integrate_f(x["a"],·x["b"],·x["N"]),·axis=1)
113	9~~2.6~~·ms·+-·27.6·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	113	138·ms·+-·20.4·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.~~188~~·seconds	119	·········605951·function·calls·(605933·primitive·calls)·in·0.202·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····0.112····0.000····0.165····0.000·<ipython-input-4-c2a74e076cf0>:1	123	·····1000····0.119····0.000····0.175····0.000·<ipython-input-4-c2a74e076cf0>:1
124	(integrate_f)	124	(integrate_f)
125	···552423····0.053····0.000····0.053····0.000·<ipython-input-3-c138bdd570e3>:1	125	···552423····0.056····0.000····0.056····0.000·<ipython-input-3-c138bdd570e3>:1
126	(f)	126	(f)
127	·····3000····0.004····0.000····0.015····0.000·series.py:1095(__getitem__)	127	·····3000····0.004····0.000····0.017····0.000·series.py:1095(__getitem__)
128	·····3000····0.003····0.000····0.007····0.000·~~ser~~i~~es.py:1220(_g~~et~~_value)~~	128	····16098····0.003····0.000····0.004····0.000·{built-in·method
		129	builtins.isinstance}
129	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence	130	By·far·the·majority·of·time·is·spend·inside·either·integrate_f·or·f,·hence
130	we’ll·concentrate·our·efforts·cythonizing·these·two·functions.	131	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	132	\x8\x8\x8\x8·P\x8Pl\x8la\x8ai\x8in\x8n·C\x8Cy\x8yt\x8th\x8ho\x8on\x8n_\x8#\x8#·\x8\x8\x8\x8
132	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:	133	First·we’re·going·to·need·to·import·the·Cython·magic·function·to·IPython:
133	In·[7]:·%load_ext·Cython	134	In·[7]:·%load_ext·Cython
134	Now,·let’s·simply·copy·our·functions·over·to·Cython:	135	Now,·let’s·simply·copy·our·functions·over·to·Cython:
135	In·[8]:·%%cython	136	In·[8]:·%%cython
Offset 142, 15 lines modified		Offset 143, 15 lines modified
142	···...:·····dx·=·(b·-·a)·/·N	143	···...:·····dx·=·(b·-·a)·/·N
143	···...:·····for·i·in·range(N):	144	···...:·····for·i·in·range(N):
144	···...:·········s·+=·f_plain(a·+·i·*·dx)	145	···...:·········s·+=·f_plain(a·+·i·*·dx)
145	···...:·····return·s·*·dx	146	···...:·····return·s·*·dx
146	···...:	147	···...:
147	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),	148	In·[9]:·%timeit·df.apply(lambda·x:·integrate_f_plain(x["a"],·x["b"],·x["N"]),
148	axis=1)	149	axis=1)
149	7~~7.3~~·ms·+-·~~7.92~~·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)	150	238·ms·+-·13.6·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·1·loop·each)
150	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-	151	This·has·improved·the·performance·compared·to·the·pure·Python·approach·by·one-
151	third.	152	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	153	\x8\x8\x8\x8·D\x8De\x8ec\x8cl\x8la\x8ar\x8ri\x8in\x8ng\x8g·C\x8C·t\x8ty\x8yp\x8pe\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8
153	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and	154	We·can·annotate·the·function·variables·and·return·types·as·well·as·use·cdef·and
154	cpdef·to·improve·performance:	155	cpdef·to·improve·performance:
155	In·[10]:·%%cython	156	In·[10]:·%%cython
156	···....:·cdef·double·f_typed(double·x)·except?·-2:	157	···....:·cdef·double·f_typed(double·x)·except?·-2:
Offset 162, 35 lines modified		Offset 163, 35 lines modified
162	···....:·····dx·=·(b·-·a)·/·N	163	···....:·····dx·=·(b·-·a)·/·N
163	···....:·····for·i·in·range(N):	164	···....:·····for·i·in·range(N):
164	···....:·········s·+=·f_typed(a·+·i·*·dx)	165	···....:·········s·+=·f_typed(a·+·i·*·dx)
165	···....:·····return·s·*·dx	166	···....:·····return·s·*·dx
166	···....:	167	···....:
167	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),	168	In·[11]:·%timeit·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x["N"]),
168	axis=1)	169	axis=1)
169	~~9.84~~·ms·+-·1.02·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	170	21.5·ms·+-·5.78·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)
170	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance	171	Annotating·the·functions·with·C·types·yields·an·over·ten·times·performance
171	improvement·compared·to·the·original·Python·implementation.	172	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	173	\x8\x8\x8\x8·U\x8Us\x8si\x8in\x8ng\x8g·n\x8nd\x8da\x8ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8
173	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling	174	When·re-profiling,·time·is·spent·creating·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·from·each·row,·and·calling
174	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).	175	__getitem__·from·both·the·index·and·the·series·(three·times·for·each·row).
175	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an	176	These·Python·function·calls·are·expensive·and·can·be·improved·by·passing·an
176	np.ndarray.	177	np.ndarray.
177	In·[12]:·%prun·-l·4·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x	178	In·[12]:·%prun·-l·4·df.apply(lambda·x:·integrate_f_typed(x["a"],·x["b"],·x
178	["N"]),·axis=1)	179	["N"]),·axis=1)
179	·········52528·function·calls·(52510·primitive·calls)·in·0.024·seconds	180	·········52528·function·calls·(52510·primitive·calls)·in·0.025·seconds

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

182	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)	183	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)
183	·····3000····0.004····0.000····0.015····0.000·series.py:1095(__getitem__)	184	·····3000····0.004····0.000····0.015····0.000·series.py:1095(__getitem__)
		185	·····1001····0.003····0.000····0.005····0.000·apply.py:1247(series_generator)
184	·····3000····0.003····0.000····0.007····0.000·series.py:1220(_get_value)	186	·····3000····0.003····0.000····0.006····0.000·series.py:1220(_get_value)
185	····16098····0.002····0.000····0.003····0.000·{built-in·method	187	····16098····0.002····0.000····0.003····0.000·{built-in·method
186	builtins.isinstance}	188	builtins.isinstance}
187	·····3000····0.002····0.000····0.003····0.000·base.py:3777(get_loc)
188	In·[13]:·%%cython	189	In·[13]:·%%cython
189	···....:·cimport·numpy·as·np	190	···....:·cimport·numpy·as·np
190	···....:·import·numpy·as·np	191	···....:·import·numpy·as·np
191	···....:·cdef·double·f_typed(double·x)·except?·-2:	192	···....:·cdef·double·f_typed(double·x)·except?·-2:
192	···....:·····return·x·*·(x·-·1)	193	···....:·····return·x·*·(x·-·1)
193	···....:·cpdef·double·integrate_f_typed(double·a,·double·b,·int·N):	194	···....:·cpdef·double·integrate_f_typed(double·a,·double·b,·int·N):
194	···....:·····cdef·int·i	195	···....:·····cdef·int·i
Offset 231, 22 lines modified		Offset 232, 22 lines modified
231	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of	232	This·implementation·creates·an·array·of·zeros·and·inserts·the·result·of
232	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in	233	integrate_f_typed·applied·over·each·row.·Looping·over·an·ndarray·is·faster·in
233	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.	234	Cython·than·looping·over·a·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s·object.
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	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.	236	calls·are·needed·to·utilize·this·function.
236	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df	237	In·[14]:·%timeit·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),·df
237	["N"].to_numpy())	238	["N"].to_numpy())
238	1.17·ms·+-·3.04·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	239	1.19·ms·+-·43.7·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.	240	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	241	\x8\x8\x8\x8·D\x8Di\x8is\x8sa\x8ab\x8bl\x8li\x8in\x8ng\x8g·c\x8co\x8om\x8mp\x8pi\x8il\x8le\x8er\x8r·d\x8di\x8ir\x8re\x8ec\x8ct\x8ti\x8iv\x8ve\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8
241	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s	242	The·majority·of·the·time·is·now·spent·in·apply_integrate_f.·Disabling·Cython’s
242	boundscheck·and·wraparound·checks·can·yield·more·performance.	243	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(),	244	In·[15]:·%prun·-l·4·apply_integrate_f(df["a"].to_numpy(),·df["b"].to_numpy(),
244	df["N"].to_numpy())	245	df["N"].to_numpy())
245	·········78·function·calls·in·0.001·seconds	246	·········78·function·calls·in·0.002·seconds

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

248	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)	249	···ncalls··tottime··percall··cumtime··percall·filename:lineno(function)
249	········1····0.001····0.001····0.001····0.001·<string>:1(<module>)	250	········1····0.001····0.001····0.001····0.001·<string>:1(<module>)
250	········1····0.000····0.000····0.000····0.000·{method·'disable'·of	251	········1····0.000····0.000····0.000····0.000·{method·'disable'·of
Offset 294, 15 lines modified		Offset 295, 15 lines modified
294	/usr/lib/python3/dist-packages/numpy/core/include/numpy/	295	/usr/lib/python3/dist-packages/numpy/core/include/numpy/
295	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,	296	npy_1_7_deprecated_api.h:17:2:·warning:·#warning·"Using·deprecated·NumPy·API,
296	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]	297	disable·it·with·"·"#define·NPY_NO_DEPRECATED_API·NPY_1_7_API_VERSION"·[-Wcpp]
297	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\	298	···17·\|·#warning·"Using·deprecated·NumPy·API,·disable·it·with·"·\
298	······\|··^~~~~~~	299	······\|··^~~~~~~
299	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),	300	In·[17]:·%timeit·apply_integrate_f_wrap(df["a"].to_numpy(),·df["b"].to_numpy(),
300	df["N"].to_numpy())	301	df["N"].to_numpy())
301	~~833~~·us·+-·2~~3.2~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)	302	1.04·ms·+-·157·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	303	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	304	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.	305	wraparound,·see·the·Cython·docs·on·_\x8c_\x8o_\x8m_\x8p_\x8i_\x8l_\x8e_\x8r_\x8·_\x8d_\x8i_\x8r_\x8e_\x8c_\x8t_\x8i_\x8v_\x8e_\x8s.
305	\x8\x8\x8\x8\x8·N\x8Nu\x8um\x8mb\x8ba\x8a·(\x8(J\x8JI\x8IT\x8T·c\x8co\x8om\x8mp\x8pi\x8il\x8la\x8at\x8ti\x8io\x8on\x8n)\x8)_\x8#\x8#·\x8\x8\x8\x8\x8	306	\x8\x8\x8\x8\x8·N\x8Nu\x8um\x8mb\x8ba\x8a·(\x8(J\x8JI\x8IT\x8T·c\x8co\x8om\x8mp\x8pi\x8il\x8la\x8at\x8ti\x8io\x8on\x8n)\x8)_\x8#\x8#·\x8\x8\x8\x8\x8
306	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-	307	An·alternative·to·statically·compiling·Cython·code·is·to·use·a·dynamic·just-in-
307	time·(JIT)·compiler·with·_\x8N_\x8u_\x8m_\x8b_\x8a.	308	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	309	Numba·allows·you·to·write·a·pure·Python·function·which·can·be·JIT·compiled·to
Offset 605, 17 lines modified		Offset 606, 17 lines modified
605	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance	606	The·'numexpr'·engine·is·the·more·performant·engine·that·can·yield·performance
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Offset 1095, 16 lines modified		Offset 1095, 16 lines modified
1095	<span·class="gp">···....:·</span><span·class="n">files</span>·<span·class="o">=</span>·<span·class="n">pathlib</span><span·class="o">.</span><span·class="n">Path</span><span·class="p">(</span><span·class="s2">"data/timeseries/"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">glob</span><span·class="p">(</span><span·class="s2">"ts*.parquet"</span><span·class="p">)</span>	1095	<span·class="gp">···....:·</span><span·class="n">files</span>·<span·class="o">=</span>·<span·class="n">pathlib</span><span·class="o">.</span><span·class="n">Path</span><span·class="p">(</span><span·class="s2">"data/timeseries/"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">glob</span><span·class="p">(</span><span·class="s2">"ts*.parquet"</span><span·class="p">)</span>
1096	<span·class="gp">···....:·</span><span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">dtype</span><span·class="o">=</span><span·class="nb">int</span><span·class="p">)</span>	1096	<span·class="gp">···....:·</span><span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">Series</span><span·class="p">(</span><span·class="n">dtype</span><span·class="o">=</span><span·class="nb">int</span><span·class="p">)</span>
1097	<span·class="gp">···....:·</span><span·class="k">for</span>·<span·class="n">path</span>·<span·class="ow">in</span>·<span·class="n">files</span><span·class="p">:</span>	1097	<span·class="gp">···....:·</span><span·class="k">for</span>·<span·class="n">path</span>·<span·class="ow">in</span>·<span·class="n">files</span><span·class="p">:</span>
1098	<span·class="gp">···....:·</span>····<span·class="n">df</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">read_parquet</span><span·class="p">(</span><span·class="n">path</span><span·class="p">)</span>	1098	<span·class="gp">···....:·</span>····<span·class="n">df</span>·<span·class="o">=</span>·<span·class="n">pd</span><span·class="o">.</span><span·class="n">read_parquet</span><span·class="p">(</span><span·class="n">path</span><span·class="p">)</span>
1099	<span·class="gp">···....:·</span>····<span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">counts</span><span·class="o">.</span><span·class="n">add</span><span·class="p">(</span><span·class="n">df</span><span·class="p">[</span><span·class="s2">"name"</span><span·class="p">]</span><span·class="o">.</span><span·class="n">value_counts</span><span·class="p">(),</span>·<span·class="n">fill_value</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span>	1099	<span·class="gp">···....:·</span>····<span·class="n">counts</span>·<span·class="o">=</span>·<span·class="n">counts</span><span·class="o">.</span><span·class="n">add</span><span·class="p">(</span><span·class="n">df</span><span·class="p">[</span><span·class="s2">"name"</span><span·class="p">]</span><span·class="o">.</span><span·class="n">value_counts</span><span·class="p">(),</span>·<span·class="n">fill_value</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span>
1100	<span·class="gp">···....:·</span><span·class="n">counts</span><span·class="o">.</span><span·class="n">astype</span><span·class="p">(</span><span·class="nb">int</span><span·class="p">)</span>	1100	<span·class="gp">···....:·</span><span·class="n">counts</span><span·class="o">.</span><span·class="n">astype</span><span·class="p">(</span><span·class="nb">int</span><span·class="p">)</span>
1101	<span·class="gp">···....:·</span>	1101	<span·class="gp">···....:·</span>
1102	<span·class="go">CPU·times:·user·~~718~~·us,·sys:·0·ns,·total:·~~718~~·us</span>	1102	<span·class="go">CPU·times:·user·582·us,·sys:·100·us,·total:·682·us</span>
1103	<span·class="go">Wall·time:·742·us</span>	1103	<span·class="go">Wall·time:·700·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·~~718~~·us,·sys:·0·ns,·total:·~~718~~·us	647	CPU·times:·user·582·us,·sys:·100·us,·total:·682·us
648	Wall·time:·742·us	648	Wall·time:·700·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":·"2024-12-19T16:36:06.~~117328~~Z",	46	····················"iopub.execute_input":·"2026-01-22T00:06:19.293799Z",
47	····················"iopub.status.busy":·"2024-12-19T16:36:06.~~117067~~Z",	47	····················"iopub.status.busy":·"2026-01-22T00:06:19.292881Z",
48	····················"iopub.status.idle":·"2024-12-19T16:36:06.~~567245~~Z",	48	····················"iopub.status.idle":·"2026-01-22T00:06:19.781657Z",
49	····················"shell.execute_reply":·"2024-12-19T16:36:06.~~566573~~Z"	49	····················"shell.execute_reply":·"2026-01-22T00:06:19.780105Z"
50	················},	50	················},
51	················"nbsphinx":·"hidden"	51	················"nbsphinx":·"hidden"
52	············},	52	············},
53	············"outputs":·[],	53	············"outputs":·[],
54	············"source":·[	54	············"source":·[
55	················"import·matplotlib.pyplot\n",	55	················"import·matplotlib.pyplot\n",
56	················"#·We·have·this·here·to·trigger·matplotlib's·font·cache·stuff.\n",	56	················"#·We·have·this·here·to·trigger·matplotlib's·font·cache·stuff.\n",
Offset 77, 36 lines modified		Offset 77, 36 lines modified
77	············]	77	············]
78	········},	78	········},
79	········{	79	········{
80	············"cell_type":·"code",	80	············"cell_type":·"code",
81	············"execution_count":·2,	81	············"execution_count":·2,
82	············"metadata":·{	82	············"metadata":·{
83	················"execution":·{	83	················"execution":·{
84	····················"iopub.execute_input":·"2024-12-19T16:36:06.570696Z",	84	····················"iopub.execute_input":·"2026-01-22T00:06:19.786599Z",
85	····················"iopub.status.busy":·"2024-12-19T16:36:06.~~570352~~Z",	85	····················"iopub.status.busy":·"2026-01-22T00:06:19.785046Z",
86	····················"iopub.status.idle":·"2024-12-19T16:36:06.~~810826~~Z",	86	····················"iopub.status.idle":·"2026-01-22T00:06:20.066971Z",
87	····················"shell.execute_reply":·"2024-12-19T16:36:06.~~810140~~Z"	87	····················"shell.execute_reply":·"2026-01-22T00:06:20.065718Z"
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":·"2024-12-19T16:36:06.~~813~~889Z",	102	····················"iopub.execute_input":·"2026-01-22T00:06:20.070818Z",
103	····················"iopub.status.busy":·"2024-12-19T16:36:06.~~813507~~Z",	103	····················"iopub.status.busy":·"2026-01-22T00:06:20.069886Z",
104	····················"iopub.status.idle":·"2024-12-19T16:36:06.870693Z",	104	····················"iopub.status.idle":·"2026-01-22T00:06:20.146958Z",
105	····················"shell.execute_reply":·"2024-12-19T16:36:06.~~870004~~Z"	105	····················"shell.execute_reply":·"2026-01-22T00:06:20.145757Z"
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":·"2024-12-19T16:36:06.~~873709~~Z",	130	····················"iopub.execute_input":·"2026-01-22T00:06:20.150667Z",
131	····················"iopub.status.busy":·"2024-12-19T16:36:06.~~87332~~3Z",	131	····················"iopub.status.busy":·"2026-01-22T00:06:20.149753Z",
132	····················"iopub.status.idle":·"2024-12-19T16:36:06.913~~911~~Z",	132	····················"iopub.status.idle":·"2026-01-22T00:06:20.163578Z",
133	····················"shell.execute_reply":·"2024-12-19T16:36:06.~~901875~~Z"	133	····················"shell.execute_reply":·"2026-01-22T00:06:20.162004Z"
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",
Offset 193, 18 lines modified		Offset 193, 18 lines modified
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":·"2024-12-19T16:36:06.~~923381~~Z",	200	····················"iopub.execute_input":·"2026-01-22T00:06:20.201677Z",
201	····················"iopub.status.busy":·"2024-12-19T16:36:06.923122Z",	201	····················"iopub.status.busy":·"2026-01-22T00:06:20.201079Z",
202	····················"iopub.status.idle":·"2024-12-19T16:36:06.~~937355~~Z",	202	····················"iopub.status.idle":·"2026-01-22T00:06:20.220407Z",
203	····················"shell.execute_reply":·"2024-12-19T16:36:06.~~936691~~Z"	203	····················"shell.execute_reply":·"2026-01-22T00:06:20.219100Z"
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":·"2024-12-19T16:36:06.~~940259~~Z",	334	····················"iopub.execute_input":·"2026-01-22T00:06:20.223994Z",
335	····················"iopub.status.busy":·"2024-12-19T16:36:06.~~940011~~Z",	335	····················"iopub.status.busy":·"2026-01-22T00:06:20.223546Z",
336	····················"iopub.status.idle":·"2024-12-19T16:36:06.953739Z",	336	····················"iopub.status.idle":·"2026-01-22T00:06:20.238891Z",
337	····················"shell.execute_reply":·"2024-12-19T16:36:06.~~953079~~Z"	337	····················"shell.execute_reply":·"2026-01-22T00:06:20.237865Z"
338	················}	338	················}
339	············},	339	············},
340	············"outputs":·[	340	············"outputs":·[
341	················{	341	················{
342	····················"data":·{	342	····················"data":·{
343	························"text/html":·[	343	························"text/html":·[
344	····························"<style·type=\"text/css\">\n",	344	····························"<style·type=\"text/css\">\n",
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448	············]	448	············]
449	········},	449	········},
450	········{	450	········{
451	············"cell_type":·"code",	451	············"cell_type":·"code",
452	············"execution_count":·7,	452	············"execution_count":·7,
453	············"metadata":·{	453	············"metadata":·{
454	················"execution":·{	454	················"execution":·{
455	····················"iopub.execute_input":·"2024-12-19T16:36:06.~~956654~~Z",	455	····················"iopub.execute_input":·"2026-01-22T00:06:20.242233Z",
456	····················"iopub.status.busy":·"2024-12-19T16:36:06.~~956402~~Z",	456	····················"iopub.status.busy":·"2026-01-22T00:06:20.241749Z",
457	····················"iopub.status.idle":·"2024-12-19T16:36:06.~~966147~~Z",	457	····················"iopub.status.idle":·"2026-01-22T00:06:20.253963Z",
458	····················"shell.execute_reply":·"2024-12-19T16:36:06.~~965492~~Z"	458	····················"shell.execute_reply":·"2026-01-22T00:06:20.252768Z"
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">6.77·ms·+-·~~102~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>	1629	<span·class="go">6.97·ms·+-·323·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">4.51·ms·+-·62.4·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>	1634	<span·class="go">5.14·ms·+-·234·us·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	······6.77·ms·+-·~~102~~·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	967	······6.97·ms·+-·323·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	······4.51·ms·+-·62.4·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)	970	······5.14·ms·+-·234·us·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('2024-12-19·04:36:55.958018')</span>	1473	<span·class="gh">Out[66]:·</span><span·class="go">Timestamp('2026-01-22·14:07:10.350106')</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('2025-12-19·04:36:55.~~960633~~')</span>	1475	<span·class="gh">Out[67]:·</span><span·class="go">Timestamp('2027-01-22·14:07:10.352185')</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('2024-12-19·04:36:55.958018')	816	Out[66]:·Timestamp('2026-01-22·14:07:10.350106')

817	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)	817	In·[67]:·pd.Timestamp.now()·+·offsets.DateOffset(years=1)
818	Out[67]:·Timestamp('2025-12-19·04:36:55.~~960633~~')	818	Out[67]:·Timestamp('2027-01-22·14:07:10.352185')
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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6230	-rw-r--r--···0·root·········(0)·root·········(0)···209237·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/reference/series.html	6230	-rw-r--r--···0·root·········(0)·root·········(0)···209237·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/reference/series.html
6231	-rw-r--r--···0·root·········(0)·root·········(0)····47718·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/reference/style.html	6231	-rw-r--r--···0·root·········(0)·root·········(0)····47718·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/reference/style.html
6232	-rw-r--r--···0·root·········(0)·root·········(0)····47710·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/reference/testing.html	6232	-rw-r--r--···0·root·········(0)·root·········(0)····47710·2024-10-21·18:43:11.000000·./usr/share/doc/python-pandas-doc/html/reference/testing.html
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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
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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
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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
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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">9~~2.6~~·ms·+-·27.6·ms·per·loop·(mean·+-·std.·dev.·of·7·runs,·10·loops·each)</span>	608	<span·class="go">138·ms·+-·20.4·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.~~188~~·seconds</span>	615	<span·class="go">·········605951·function·calls·(605933·primitive·calls)·in·0.202·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····0.112····0.000····0.165····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>	619	<span·class="go">·····1000····0.119····0.000····0.175····0.000·<ipython-input-4-c2a74e076cf0>:1(integrate_f)</span>
620	<span·class="go">···552423····0.053····0.000····0.053····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>	620	<span·class="go">···552423····0.056····0.000····0.056····0.000·<ipython-input-3-c138bdd570e3>:1(f)</span>
621	<span·class="go">·····3000····0.004····0.000····0.015····0.000·series.py:1095(__getitem__)</span>	621	<span·class="go">·····3000····0.004····0.000····0.017····0.000·series.py:1095(__getitem__)</span>
622	<span·class="go">·····3000····0.003····0.000····0.007····0.000·~~ser~~ie~~s.py:1220(_get_v~~alue)</span>	622	<span·class="go">····16098····0.003····0.000····0.004····0.000·{built-in·method·builtins.isinstance}</span>
623	</pre></div>	623	</pre></div>
624	</div>	624	</div>
625	<p>By·far·the·majority·of·time·is·spend·inside·either·<code·class="docutils·literal·notranslate"><span·class="pre">integrate_f</span></code>·or·<code·class="docutils·literal·notranslate"><span·class="pre">f</span></code>,	625	<p>By·far·the·majority·of·time·is·spend·inside·either·<code·class="docutils·literal·notranslate"><span·class="pre">integrate_f</span></code>·or·<code·class="docutils·literal·notranslate"><span·class="pre">f</span></code>,
626	hence·we’ll·concentrate·our·efforts·cythonizing·these·two·functions.</p>	626	hence·we’ll·concentrate·our·efforts·cythonizing·these·two·functions.</p>
627	</section>	627	</section>
628	<section·id="plain-cython">	628	<section·id="plain-cython">
629	<span·id="enhancingperf-plain"></span><h3>Plain·Cython<a·class="headerlink"·href="#plain-cython"·title="Link·to·this·heading">#</a></h3>	629	<span·id="enhancingperf-plain"></span><h3>Plain·Cython<a·class="headerlink"·href="#plain-cython"·title="Link·to·this·heading">#</a></h3>
Offset 643, 15 lines modified		Offset 643, 15 lines modified
643	<span·class="gp">···...:·</span>····for·i·in·range(N):	643	<span·class="gp">···...:·</span>····for·i·in·range(N):
644	<span·class="gp">···...:·</span>········s·+=·f_plain(a·+·i·*·dx)	644	<span·class="gp">···...:·</span>········s·+=·f_plain(a·+·i·*·dx)
645	<span·class="gp">···...:·</span>····return·s·*·dx	645	<span·class="gp">···...:·</span>····return·s·*·dx
646	<span·class="gp">···...:·</span>	646	<span·class="gp">···...:·</span>
647	</pre></div>	647	</pre></div>
648	</div>	648	</div>


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

834	<span·class="gp">In·[19]:·</span><span·class="nb">id</span><span·class="p">(</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span><span·class="p">)</span>	834	<span·class="gp">In·[19]:·</span><span·class="nb">id</span><span·class="p">(</span><span·class="n">idx</span><span·class="o">.</span><span·class="n">values</span><span·class="p">)</span>
835	<span·class="gh">Out[19]:·</span><span·class="go">281472653750704</span>	835	<span·class="gh">Out[19]:·</span><span·class="go">281473151334032</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">281472653750704</span>	837	<span·class="gh">Out[20]:·</span><span·class="go">281473151334032</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]:·281472653750704	270	Out[19]:·281473151334032

271	In·[20]:·id(idx.values)	271	In·[20]:·id(idx.values)
272	Out[20]:·281472653750704	272	Out[20]:·281473151334032
273	If·you·need·an·actual·NumPy·array,·use·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s_\x8._\x8t_\x8o_\x8__\x8n_\x8u_\x8m_\x8p_\x8y_\x8(_\x8)·or·Index.to_numpy().	273	If·you·need·an·actual·NumPy·array,·use·_\x8S_\x8e_\x8r_\x8i_\x8e_\x8s_\x8._\x8t_\x8o_\x8__\x8n_\x8u_\x8m_\x8p_\x8y_\x8(_\x8)·or·Index.to_numpy().
274	In·[21]:·idx.to_numpy()	274	In·[21]:·idx.to_numpy()
275	Out[21]:	275	Out[21]:
276	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),	276	array([Period('2000-01-01',·'D'),·Period('2000-01-02',·'D'),
277	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)	277	·······Period('2000-01-03',·'D'),·Period('2000-01-04',·'D')],·dtype=object)

278	In·[22]:·pd.Series(idx).to_numpy()	278	In·[22]:·pd.Series(idx).to_numpy()


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

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

4	Displaying·notes·found·in:·.note.gnu.build-id	4	Displaying·notes·found·in:·.note.gnu.build-id
5	··Owner················Data·size·» Description	5	··Owner················Data·size·» Description
6	··GNU··················0x00000014» NT_GNU_BUILD_ID·(unique·build·ID·bitstring)» ····Build·ID:·75520d6c6b7546b6~~993~~cf86~~ba199eb25~~bc7~~444~~97	6	··GNU··················0x00000014» NT_GNU_BUILD_ID·(unique·build·ID·bitstring)» ····Build·ID:·78ec73e72cbd665c577b411cf40c478a1ab9869d


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	··0x00000000·35323064·36633662·37353436·62363939·520d6c6b7546b699
3	··0x00000010·33636638·3662613~~1·3939~~6562·32356263·3c~~f86ba199eb25bc~~	2	··0x00000000·65633733·65373263·62643636·35633537·ec73e72cbd665c57
		3	··0x00000010·37623431·31636634·30633437·38613161·7b411cf40c478a1a
4	··0x00000020·37343434·39372e64·65627567·00000000·~~7444~~97.debug....	4	··0x00000020·62393836·39642e64·65627567·00000000·b9869d.debug....
5	··0x00000030·~~6ee30dad~~····························n...	5	··0x00000030·ca1f4b20····························..K·


Offset 1, 13 lines modified		Offset 1, 13 lines modified
1	Package:·python3-pandas-lib-dbgsym	1	Package:·python3-pandas-lib-dbgsym
2	Source:·pandas	2	Source:·pandas
3	Version:·2.2.3+dfsg-5	3	Version:·2.2.3+dfsg-5
4	Auto-Built-Package:·debug-symbols	4	Auto-Built-Package:·debug-symbols
5	Architecture:·arm64	5	Architecture:·arm64
6	Maintainer:·Debian·Science·Team·<debian-science-maintainers@lists.alioth.debian.org>	6	Maintainer:·Debian·Science·Team·<debian-science-maintainers@lists.alioth.debian.org>
7	Installed-Size:·37176	7	Installed-Size:·37175
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:·026b00b3e69a9496f03f06270fc487e26d3342f1·053531f6548e9c778a161484dfcbacd22b6e48a5·0a4caa96f9ecf8d35e4206421597b1c11474ddac·104ba41cc8e6a5f5cf235d94505bb6a4fee84e71·1556073a4e30b52cddae5a8218d563c6c262b055·16464ce8dda123da8872cc011ab3441567a3d013·16f1c8550ec393d3605aef4032a76bd39b181c98·198bb03734e37f52a4d38a814d7754d124b85b39·1d7a000663bd3ea80190434d7e650e064158a1e2·1f0de2165a9c9c4c9f8789fb2ce388bb48a97afe·1f980cbec48c3b6b39f36311902fc9b07ae6e997·2434c0c934ae8c4452e551e57697682347c51792·247cc5f7d7f1b3ee1c54be4a83c0664397dac579·26c905055a16b3d9b9dc9f32fcb3cd7e22fc4553·31719419d2db6373f4be68371af4d86d2385068a·31746432076c70ecce3beeab927da6076c10ff18·3d680cd45643e83c6396d088dc20e2634e503738·4a4094cd17e8b60822e044d99281a8b2b3d5a4cc·57a36ece327aca08fcc7dafafd81b18ab21ea226·6~~0bdacc5ca01d895b383c793d957793582cc8867·6~~ead389696bdf49f89763acb73b16b300b3684f4·70ef063db358c2e80c0d034001eb3d1c32dc1bd3·75520d6c6b7546b6~~993~~cf86~~ba199eb25~~bc7~~444~~97·7d661cf91427d8a77e294d92b354ba827549e93e·904a89491968b22a0d32930224198ebbe38d14de·92fc9dcf30b[·...·truncated·by·diffoscope;·len:·234,·SHA:·4~~6ec5700~~1734~~b9f66786961~~1~~1b6c761c~~16c1ee8b~~e6217918~~8748d~~02b35f2~~4e36·...·]·b651ec0ad5a8267e846767e12444d6c70d91dc81·b936dd505f569f170be906c85276dc4b4e5ab735·c2e706c156b658d6f37b71109e587cb185a3cc1d·c41548b1897fe2ed5255c831c741e3f28f636f21·ddbd0ca42628cf8403715cb8f488cee6db935b9d·e10ea6e1821793cc8adb0e00e9bd320d82c39907·ecdce604726a466be9c796e97ec883d01b942204·ed81b82cfad5d2c3e7a93f746eeaf0764bb0c2cc·f18718fa1b3fc4e53ceed793df245a843e605dd2·f34cb6a6f788970a728bc219cb9cb7b61e18d643·f5adb384c2500e0e0f9d0d11cbb0b9aae745506c·fdf14770154c4028fed7bd1e3ae39b0df8038e5c·fe812b5eaa272adccc70f7c1dafabde7d59b014a	13	Build-Ids:·026b00b3e69a9496f03f06270fc487e26d3342f1·053531f6548e9c778a161484dfcbacd22b6e48a5·0a4caa96f9ecf8d35e4206421597b1c11474ddac·104ba41cc8e6a5f5cf235d94505bb6a4fee84e71·1556073a4e30b52cddae5a8218d563c6c262b055·16464ce8dda123da8872cc011ab3441567a3d013·16f1c8550ec393d3605aef4032a76bd39b181c98·198bb03734e37f52a4d38a814d7754d124b85b39·1d7a000663bd3ea80190434d7e650e064158a1e2·1f0de2165a9c9c4c9f8789fb2ce388bb48a97afe·1f980cbec48c3b6b39f36311902fc9b07ae6e997·2434c0c934ae8c4452e551e57697682347c51792·247cc5f7d7f1b3ee1c54be4a83c0664397dac579·26c905055a16b3d9b9dc9f32fcb3cd7e22fc4553·31719419d2db6373f4be68371af4d86d2385068a·31746432076c70ecce3beeab927da6076c10ff18·3d680cd45643e83c6396d088dc20e2634e503738·4a4094cd17e8b60822e044d99281a8b2b3d5a4cc·57a36ece327aca08fcc7dafafd81b18ab21ea226·6ead389696bdf49f89763acb73b16b300b3684f4·70ef063db358c2e80c0d034001eb3d1c32dc1bd3·78ec73e72cbd665c577b411cf40c478a1ab9869d·7d661cf91427d8a77e294d92b354ba827549e93e·904a89491968b22a0d32930224198ebbe38d14de·92fc9dcf30b28e31af2ada7d51d5b4cecddf0fb6·991e3c40c34[·...·truncated·by·diffoscope;·len:·234,·SHA:·2f421921284283d102c18704648a168ced0b0bacb7a289c8d59f581104d761a5·...·]·b651ec0ad5a8267e846767e12444d6c70d91dc81·b936dd505f569f170be906c85276dc4b4e5ab735·c2e706c156b658d6f37b71109e587cb185a3cc1d·c41548b1897fe2ed5255c831c741e3f28f636f21·ddbd0ca42628cf8403715cb8f488cee6db935b9d·e10ea6e1821793cc8adb0e00e9bd320d82c39907·ecdce604726a466be9c796e97ec883d01b942204·ed81b82cfad5d2c3e7a93f746eeaf0764bb0c2cc·f18718fa1b3fc4e53ceed793df245a843e605dd2·f34cb6a6f788970a728bc219cb9cb7b61e18d643·f5adb384c2500e0e0f9d0d11cbb0b9aae745506c·fdf14770154c4028fed7bd1e3ae39b0df8038e5c·fe812b5eaa272adccc70f7c1dafabde7d59b014a


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13	usr/lib/debug/.build-id/24/7cc5f7d7f1b3ee1c54be4a83c0664397dac579.debug	13	usr/lib/debug/.build-id/24/7cc5f7d7f1b3ee1c54be4a83c0664397dac579.debug
14	usr/lib/debug/.build-id/26/c905055a16b3d9b9dc9f32fcb3cd7e22fc4553.debug	14	usr/lib/debug/.build-id/26/c905055a16b3d9b9dc9f32fcb3cd7e22fc4553.debug
15	usr/lib/debug/.build-id/31/719419d2db6373f4be68371af4d86d2385068a.debug	15	usr/lib/debug/.build-id/31/719419d2db6373f4be68371af4d86d2385068a.debug
16	usr/lib/debug/.build-id/31/746432076c70ecce3beeab927da6076c10ff18.debug	16	usr/lib/debug/.build-id/31/746432076c70ecce3beeab927da6076c10ff18.debug
17	usr/lib/debug/.build-id/3d/680cd45643e83c6396d088dc20e2634e503738.debug	17	usr/lib/debug/.build-id/3d/680cd45643e83c6396d088dc20e2634e503738.debug
18	usr/lib/debug/.build-id/4a/4094cd17e8b60822e044d99281a8b2b3d5a4cc.debug	18	usr/lib/debug/.build-id/4a/4094cd17e8b60822e044d99281a8b2b3d5a4cc.debug
19	usr/lib/debug/.build-id/57/a36ece327aca08fcc7dafafd81b18ab21ea226.debug	19	usr/lib/debug/.build-id/57/a36ece327aca08fcc7dafafd81b18ab21ea226.debug
20	usr/lib/debug/.build-id/60/bdacc5ca01d895b383c793d957793582cc8867.debug
21	usr/lib/debug/.build-id/6e/ad389696bdf49f89763acb73b16b300b3684f4.debug	20	usr/lib/debug/.build-id/6e/ad389696bdf49f89763acb73b16b300b3684f4.debug
22	usr/lib/debug/.build-id/70/ef063db358c2e80c0d034001eb3d1c32dc1bd3.debug	21	usr/lib/debug/.build-id/70/ef063db358c2e80c0d034001eb3d1c32dc1bd3.debug
23	usr/lib/debug/.build-id/75/520d6c6b7546b6~~993~~cf86~~ba199eb25~~bc7~~444~~97.debug	22	usr/lib/debug/.build-id/78/ec73e72cbd665c577b411cf40c478a1ab9869d.debug
24	usr/lib/debug/.build-id/7d/661cf91427d8a77e294d92b354ba827549e93e.debug	23	usr/lib/debug/.build-id/7d/661cf91427d8a77e294d92b354ba827549e93e.debug
25	usr/lib/debug/.build-id/90/4a89491968b22a0d32930224198ebbe38d14de.debug	24	usr/lib/debug/.build-id/90/4a89491968b22a0d32930224198ebbe38d14de.debug
26	usr/lib/debug/.build-id/92/fc9dcf30b28e31af2ada7d51d5b4cecddf0fb6.debug	25	usr/lib/debug/.build-id/92/fc9dcf30b28e31af2ada7d51d5b4cecddf0fb6.debug
27	usr/lib/debug/.build-id/99/1e3c40c34db2548352134bab5ae9f590119d11.debug	26	usr/lib/debug/.build-id/99/1e3c40c34db2548352134bab5ae9f590119d11.debug
28	usr/lib/debug/.build-id/9d/2c92277770b8f08cad82a63449d6c61fcc820a.debug	27	usr/lib/debug/.build-id/9d/2c92277770b8f08cad82a63449d6c61fcc820a.debug
29	usr/lib/debug/.build-id/a5/1bff0903c7f224a38c8848cf190ceef457cf9c.debug	28	usr/lib/debug/.build-id/a5/1bff0903c7f224a38c8848cf190ceef457cf9c.debug
30	usr/lib/debug/.build-id/a7/8ae2657625b277cb5cee1dabd9ab487f7ffa72.debug	29	usr/lib/debug/.build-id/a7/8ae2657625b277cb5cee1dabd9ab487f7ffa72.debug
31	usr/lib/debug/.build-id/a8/8f6b18762c0642cc46e713f3202177d32057c1.debug	30	usr/lib/debug/.build-id/a8/8f6b18762c0642cc46e713f3202177d32057c1.debug
		31	usr/lib/debug/.build-id/b6/32323216f6c043057c2f7b2fd12aee8425d84b.debug
32	usr/lib/debug/.build-id/b6/51ec0ad5a8267e846767e12444d6c70d91dc81.debug	32	usr/lib/debug/.build-id/b6/51ec0ad5a8267e846767e12444d6c70d91dc81.debug
33	usr/lib/debug/.build-id/b9/36dd505f569f170be906c85276dc4b4e5ab735.debug	33	usr/lib/debug/.build-id/b9/36dd505f569f170be906c85276dc4b4e5ab735.debug
34	usr/lib/debug/.build-id/c2/e706c156b658d6f37b71109e587cb185a3cc1d.debug	34	usr/lib/debug/.build-id/c2/e706c156b658d6f37b71109e587cb185a3cc1d.debug
35	usr/lib/debug/.build-id/c4/1548b1897fe2ed5255c831c741e3f28f636f21.debug	35	usr/lib/debug/.build-id/c4/1548b1897fe2ed5255c831c741e3f28f636f21.debug
36	usr/lib/debug/.build-id/dd/bd0ca42628cf8403715cb8f488cee6db935b9d.debug	36	usr/lib/debug/.build-id/dd/bd0ca42628cf8403715cb8f488cee6db935b9d.debug
37	usr/lib/debug/.build-id/e1/0ea6e1821793cc8adb0e00e9bd320d82c39907.debug	37	usr/lib/debug/.build-id/e1/0ea6e1821793cc8adb0e00e9bd320d82c39907.debug
38	usr/lib/debug/.build-id/ec/dce604726a466be9c796e97ec883d01b942204.debug	38	usr/lib/debug/.build-id/ec/dce604726a466be9c796e97ec883d01b942204.debug


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33	-rw-r--r--···0·root·········(0)·root·········(0)··1079304·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/31/746432076c70ecce3beeab927da6076c10ff18.debug	33	-rw-r--r--···0·root·········(0)·root·········(0)··1079304·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/31/746432076c70ecce3beeab927da6076c10ff18.debug
34	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/	34	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/
35	-rw-r--r--···0·root·········(0)·root·········(0)···462568·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/680cd45643e83c6396d088dc20e2634e503738.debug	35	-rw-r--r--···0·root·········(0)·root·········(0)···462568·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/3d/680cd45643e83c6396d088dc20e2634e503738.debug
36	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4a/	36	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4a/
37	-rw-r--r--···0·root·········(0)·root·········(0)··2165080·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4a/4094cd17e8b60822e044d99281a8b2b3d5a4cc.debug	37	-rw-r--r--···0·root·········(0)·root·········(0)··2165080·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/4a/4094cd17e8b60822e044d99281a8b2b3d5a4cc.debug
38	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/57/	38	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/57/
39	-rw-r--r--···0·root·········(0)·root·········(0)···279456·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/57/a36ece327aca08fcc7dafafd81b18ab21ea226.debug	39	-rw-r--r--···0·root·········(0)·root·········(0)···279456·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/57/a36ece327aca08fcc7dafafd81b18ab21ea226.debug
40	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/60/
41	-rw-r--r--···0·root·········(0)·root·········(0)··1164784·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/60/bdacc5ca01d895b383c793d957793582cc8867.debug
42	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/6e/	40	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/6e/
43	-rw-r--r--···0·root·········(0)·root·········(0)···340224·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/6e/ad389696bdf49f89763acb73b16b300b3684f4.debug	41	-rw-r--r--···0·root·········(0)·root·········(0)···340224·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/6e/ad389696bdf49f89763acb73b16b300b3684f4.debug
44	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/70/	42	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/70/
45	-rw-r--r--···0·root·········(0)·root·········(0)··1995320·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/70/ef063db358c2e80c0d034001eb3d1c32dc1bd3.debug	43	-rw-r--r--···0·root·········(0)·root·········(0)··1995320·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/70/ef063db358c2e80c0d034001eb3d1c32dc1bd3.debug
46	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/75/	44	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/78/
47	-rw-r--r--···0·root·········(0)·root·········(0)···694024·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/75/520d6c6b7546b6~~993~~cf86~~ba199eb25~~bc7~~444~~97.debug	45	-rw-r--r--···0·root·········(0)·root·········(0)···694016·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/78/ec73e72cbd665c577b411cf40c478a1ab9869d.debug
48	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/7d/	46	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/7d/
49	-rw-r--r--···0·root·········(0)·root·········(0)···115224·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/7d/661cf91427d8a77e294d92b354ba827549e93e.debug	47	-rw-r--r--···0·root·········(0)·root·········(0)···115224·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/7d/661cf91427d8a77e294d92b354ba827549e93e.debug
50	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/90/	48	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/90/
51	-rw-r--r--···0·root·········(0)·root·········(0)···145992·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/90/4a89491968b22a0d32930224198ebbe38d14de.debug	49	-rw-r--r--···0·root·········(0)·root·········(0)···145992·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/90/4a89491968b22a0d32930224198ebbe38d14de.debug
52	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/92/	50	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/92/
53	-rw-r--r--···0·root·········(0)·root·········(0)···211272·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/92/fc9dcf30b28e31af2ada7d51d5b4cecddf0fb6.debug	51	-rw-r--r--···0·root·········(0)·root·········(0)···211272·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/92/fc9dcf30b28e31af2ada7d51d5b4cecddf0fb6.debug
54	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/99/	52	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/99/
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58	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a5/	56	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a5/
59	-rw-r--r--···0·root·········(0)·root·········(0)···418336·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a5/1bff0903c7f224a38c8848cf190ceef457cf9c.debug	57	-rw-r--r--···0·root·········(0)·root·········(0)···418336·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a5/1bff0903c7f224a38c8848cf190ceef457cf9c.debug
60	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a7/	58	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a7/
61	-rw-r--r--···0·root·········(0)·root·········(0)···442616·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a7/8ae2657625b277cb5cee1dabd9ab487f7ffa72.debug	59	-rw-r--r--···0·root·········(0)·root·········(0)···442616·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a7/8ae2657625b277cb5cee1dabd9ab487f7ffa72.debug
62	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a8/	60	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a8/
63	-rw-r--r--···0·root·········(0)·root·········(0)··3578144·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a8/8f6b18762c0642cc46e713f3202177d32057c1.debug	61	-rw-r--r--···0·root·········(0)·root·········(0)··3578144·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/a8/8f6b18762c0642cc46e713f3202177d32057c1.debug
64	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b6/	62	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b6/
		63	-rw-r--r--···0·root·········(0)·root·········(0)··1164808·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b6/32323216f6c043057c2f7b2fd12aee8425d84b.debug
65	-rw-r--r--···0·root·········(0)·root·········(0)····93624·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b6/51ec0ad5a8267e846767e12444d6c70d91dc81.debug	64	-rw-r--r--···0·root·········(0)·root·········(0)····93624·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b6/51ec0ad5a8267e846767e12444d6c70d91dc81.debug
66	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b9/	65	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b9/
67	-rw-r--r--···0·root·········(0)·root·········(0)···276160·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b9/36dd505f569f170be906c85276dc4b4e5ab735.debug	66	-rw-r--r--···0·root·········(0)·root·········(0)···276160·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/b9/36dd505f569f170be906c85276dc4b4e5ab735.debug
68	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c2/	67	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c2/
69	-rw-r--r--···0·root·········(0)·root·········(0)··1035456·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c2/e706c156b658d6f37b71109e587cb185a3cc1d.debug	68	-rw-r--r--···0·root·········(0)·root·········(0)··1035456·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c2/e706c156b658d6f37b71109e587cb185a3cc1d.debug
70	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c4/	69	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c4/
71	-rw-r--r--···0·root·········(0)·root·········(0)····35112·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c4/1548b1897fe2ed5255c831c741e3f28f636f21.debug	70	-rw-r--r--···0·root·········(0)·root·········(0)····35112·2024-10-21·18:43:11.000000·./usr/lib/debug/.build-id/c4/1548b1897fe2ed5255c831c741e3f28f636f21.debug


Offset 6, 15 lines modified		Offset 6, 15 lines modified
6	··OS/ABI:····························UNIX·-·System·V	6	··OS/ABI:····························UNIX·-·System·V
7	··ABI·Version:·······················0	7	··ABI·Version:·······················0
8	··Type:······························DYN·(Shared·object·file)	8	··Type:······························DYN·(Shared·object·file)
9	··Machine:···························AArch64	9	··Machine:···························AArch64
10	··Version:···························0x1	10	··Version:···························0x1
11	··Entry·point·address:···············0x0	11	··Entry·point·address:···············0x0
12	··Start·of·program·headers:··········64·(bytes·into·file)	12	··Start·of·program·headers:··········64·(bytes·into·file)
13	··Start·of·section·headers:··········1162~~480~~·(bytes·into·file)	13	··Start·of·section·headers:··········1162504·(bytes·into·file)
14	··Flags:·····························0x0	14	··Flags:·····························0x0
15	··Size·of·this·header:···············64·(bytes)	15	··Size·of·this·header:···············64·(bytes)
16	··Size·of·program·headers:···········56·(bytes)	16	··Size·of·program·headers:···········56·(bytes)
17	··Number·of·program·headers:·········9	17	··Number·of·program·headers:·········9
18	··Size·of·section·headers:···········64·(bytes)	18	··Size·of·section·headers:···········64·(bytes)
19	··Number·of·section·headers:·········36	19	··Number·of·section·headers:·········36
20	··Section·header·string·table·index:·35	20	··Section·header·string·table·index:·35


Offset 1, 8 lines modified		Offset 1, 8 lines modified
1	There·are·36·section·headers,·starting·at·offset·0x11b~~cf0~~:	1	There·are·36·section·headers,·starting·at·offset·0x11bd08:

2	Section·Headers:	2	Section·Headers:
3	··[Nr]·Name··············Type············Address··········Off····Size···ES·Flg·Lk·Inf·Al	3	··[Nr]·Name··············Type············Address··········Off····Size···ES·Flg·Lk·Inf·Al
4	··[·0]···················NULL············0000000000000000·000000·000000·00······0···0··0	4	··[·0]···················NULL············0000000000000000·000000·000000·00······0···0··0
5	··[·1]·.note.gnu.property·NOTE············0000000000000238·000238·000020·00···A··0···0··8	5	··[·1]·.note.gnu.property·NOTE············0000000000000238·000238·000020·00···A··0···0··8
6	··[·2]·.note.gnu.build-id·NOTE············0000000000000258·000258·000024·00···A··0···0··4	6	··[·2]·.note.gnu.build-id·NOTE············0000000000000258·000258·000024·00···A··0···0··4
7	··[·3]·.gnu.hash·········NOBITS··········0000000000000280·00027c·000028·00···A··4···0··8	7	··[·3]·.gnu.hash·········NOBITS··········0000000000000280·00027c·000028·00···A··4···0··8
Offset 23, 23 lines modified		Offset 23, 23 lines modified
23	··[18]·.fini_array·······NOBITS··········000000000008f670·00f660·000008·08··WA··0···0··8	23	··[18]·.fini_array·······NOBITS··········000000000008f670·00f660·000008·08··WA··0···0··8
24	··[19]·.dynamic··········NOBITS··········000000000008f678·00f660·000200·10··WA··5···0··8	24	··[19]·.dynamic··········NOBITS··········000000000008f678·00f660·000200·10··WA··5···0··8
25	··[20]·.got··············NOBITS··········000000000008f878·00f660·000788·08··WA··0···0··8	25	··[20]·.got··············NOBITS··········000000000008f878·00f660·000788·08··WA··0···0··8
26	··[21]·.data·············NOBITS··········0000000000090000·00f660·002428·00··WA··0···0·16	26	··[21]·.data·············NOBITS··········0000000000090000·00f660·002428·00··WA··0···0·16
27	··[22]·.bss··············NOBITS··········0000000000092430·00f660·001bb8·00··WA··0···0·16	27	··[22]·.bss··············NOBITS··········0000000000092430·00f660·001bb8·00··WA··0···0·16
28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001e·01··MS··0···0··1	28	··[23]·.comment··········PROGBITS········0000000000000000·00027c·00001e·01··MS··0···0··1
29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·0000e5·00···C··0···0··8	29	··[24]·.debug_aranges····PROGBITS········0000000000000000·0002a0·0000e5·00···C··0···0··8
30	··[25]·.debug_info·······PROGBITS········0000000000000000·000388·06dd7f·00···C··0···0··8	30	··[25]·.debug_info·······PROGBITS········0000000000000000·000388·06dd82·00···C··0···0··8
31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·06e108·000607·00···C··0···0··8	31	··[26]·.debug_abbrev·····PROGBITS········0000000000000000·06e110·000607·00···C··0···0··8
32	··[27]·.debug_line·······PROGBITS········0000000000000000·06e710·02efc2·00···C··0···0··8	32	··[27]·.debug_line·······PROGBITS········0000000000000000·06e718·02efc2·00···C··0···0··8
33	··[28]·.debug_str········PROGBITS········0000000000000000·09d6d8·000ffc·01·MSC··0···0··8	33	··[28]·.debug_str········PROGBITS········0000000000000000·09d6e0·000ffc·01·MSC··0···0··8
34	··[29]·.debug_line_str···PROGBITS········0000000000000000·09e6d8·000209·01·MSC··0···0··8	34	··[29]·.debug_line_str···PROGBITS········0000000000000000·09e6e0·000209·01·MSC··0···0··8
35	··[30]·.debug_loclists···PROGBITS········0000000000000000·09e8e8·05d65f·00···C··0···0··8	35	··[30]·.debug_loclists···PROGBITS········0000000000000000·09e8f0·05d66f·00···C··0···0··8
36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·0fbf48·00e292·00···C··0···0··8	36	··[31]·.debug_rnglists···PROGBITS········0000000000000000·0fbf60·00e292·00···C··0···0··8
37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·10a1da·000053·00······0···0··1	37	··[32]·.gnu_debugaltlink·PROGBITS········0000000000000000·10a1f2·000053·00······0···0··1
38	··[33]·.symtab···········SYMTAB··········0000000000000000·10a230·007ec0·18·····34·1117··8	38	··[33]·.symtab···········SYMTAB··········0000000000000000·10a248·007ec0·18·····34·1117··8
39	··[34]·.strtab···········STRTAB··········0000000000000000·112~~0f0~~·009a82·00······0···0··1	39	··[34]·.strtab···········STRTAB··········0000000000000000·112108·009a82·00······0···0··1
40	··[35]·.shstrtab·········STRTAB··········0000000000000000·11bb72·000179·00······0···0··1	40	··[35]·.shstrtab·········STRTAB··········0000000000000000·11bb8a·000179·00······0···0··1
41	Key·to·Flags:	41	Key·to·Flags:
42	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),	42	··W·(write),·A·(alloc),·X·(execute),·M·(merge),·S·(strings),·I·(info),
43	··L·(link·order),·O·(extra·OS·processing·required),·G·(group),·T·(TLS),	43	··L·(link·order),·O·(extra·OS·processing·required),·G·(group),·T·(TLS),
44	··C·(compressed),·x·(unknown),·o·(OS·specific),·E·(exclude),	44	··C·(compressed),·x·(unknown),·o·(OS·specific),·E·(exclude),
45	··D·(mbind),·p·(processor·specific)	45	··D·(mbind),·p·(processor·specific)


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

2	··Compilation·Unit·@·offset·0:	2	··Compilation·Unit·@·offset·0:
3	···Length:········0xe6177·(32-bit)	3	···Length:········0xe6175·(32-bit)
4	···Version:·······5	4	···Version:·······5
5	···Unit·Type:·····DW_UT_compile·(1)	5	···Unit·Type:·····DW_UT_compile·(1)
6	···Abbrev·Offset:·0	6	···Abbrev·Offset:·0
7	···Pointer·Size:··8	7	···Pointer·Size:··8
8	·<0><c>:·Abbrev·Number:·208·(DW_TAG_compile_unit)	8	·<0><c>:·Abbrev·Number:·208·(DW_TAG_compile_unit)
9	····<e>···DW_AT_producer····:·(GNU_strp_alt)·(offset:·0x18146)·	9	····<e>···DW_AT_producer····:·(GNU_strp_alt)·(offset:·0x18146)·
10	····<12>···DW_AT_language····:·(data1)·29» (C11)	10	····<12>···DW_AT_language····:·(data1)·29» (C11)
Offset 15517, 15 lines modified		Offset 15517, 15 lines modified
15517	····<978d>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))	15517	····<978d>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))
15518	····<978f>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)	15518	····<978f>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)
15519	·<8><9799>:·Abbrev·Number:·0	15519	·<8><9799>:·Abbrev·Number:·0
15520	·<7><979a>:·Abbrev·Number:·0	15520	·<7><979a>:·Abbrev·Number:·0
15521	·<6><979b>:·Abbrev·Number:·0	15521	·<6><979b>:·Abbrev·Number:·0
15522	·<5><979c>:·Abbrev·Number:·26·(DW_TAG_call_site)	15522	·<5><979c>:·Abbrev·Number:·26·(DW_TAG_call_site)
15523	····<979d>···DW_AT_call_return_pc:·(addr)·0x1ac98	15523	····<979d>···DW_AT_call_return_pc:·(addr)·0x1ac98
15524	····<97a5>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c6>	15524	····<97a5>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c4>
15525	·<6><97a8>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)	15525	·<6><97a8>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)
15526	····<97a9>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>	15526	····<97a9>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>
15527	····<97ac>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)	15527	····<97ac>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)
15528	·<6><97b6>:·Abbrev·Number:·0	15528	·<6><97b6>:·Abbrev·Number:·0
15529	·<5><97b7>:·Abbrev·Number:·0	15529	·<5><97b7>:·Abbrev·Number:·0
15530	·<4><97b8>:·Abbrev·Number:·0	15530	·<4><97b8>:·Abbrev·Number:·0
15531	·<3><97b9>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)	15531	·<3><97b9>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)
Offset 16588, 15 lines modified		Offset 16588, 15 lines modified
16588	····<a123>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))	16588	····<a123>···DW_AT_location····:·(exprloc)·1·byte·block:·51·» (DW_OP_reg1·(x1))
16589	····<a125>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)	16589	····<a125>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·d8·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4d8)
16590	·<8><a12f>:·Abbrev·Number:·0	16590	·<8><a12f>:·Abbrev·Number:·0
16591	·<7><a130>:·Abbrev·Number:·0	16591	·<7><a130>:·Abbrev·Number:·0
16592	·<6><a131>:·Abbrev·Number:·0	16592	·<6><a131>:·Abbrev·Number:·0
16593	·<5><a132>:·Abbrev·Number:·26·(DW_TAG_call_site)	16593	·<5><a132>:·Abbrev·Number:·26·(DW_TAG_call_site)
16594	····<a133>···DW_AT_call_return_pc:·(addr)·0x1cdb8	16594	····<a133>···DW_AT_call_return_pc:·(addr)·0x1cdb8
16595	····<a13b>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c6>	16595	····<a13b>···DW_AT_call_origin·:·(ref_udata)·<0xcd4c4>
16596	·<6><a13e>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)	16596	·<6><a13e>:·Abbrev·Number:·19·(DW_TAG_call_site_parameter)
16597	····<a13f>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>	16597	····<a13f>···DW_AT_call_parameter:·(ref_udata)·<0x88d4>
16598	····<a142>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)	16598	····<a142>···DW_AT_call_value··:·(exprloc)·9·byte·block:·3·a0·b4·6·0·0·0·0·0·» (DW_OP_addr:·6b4a0)
16599	·<6><a14c>:·Abbrev·Number:·0	16599	·<6><a14c>:·Abbrev·Number:·0
16600	·<5><a14d>:·Abbrev·Number:·0	16600	·<5><a14d>:·Abbrev·Number:·0
16601	·<4><a14e>:·Abbrev·Number:·0	16601	·<4><a14e>:·Abbrev·Number:·0
16602	·<3><a14f>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)	16602	·<3><a14f>:·Abbrev·Number:·73·(DW_TAG_inlined_subroutine)
Offset 17699, 91 lines modified		Offset 17699, 91 lines modified
17699	·<5><abf7>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)	17699	·<5><abf7>:·Abbrev·Number:·2·(DW_TAG_call_site_parameter)
17700	····<abf8>···DW_AT_location····:·(exprloc)·1·byte·block:·50·» (DW_OP_reg0·(x0))	17700	····<abf8>···DW_AT_location····:·(exprloc)·1·byte·block:·50·» (DW_OP_reg0·(x0))
17701	····<abfa>···DW_AT_call_value··:·(exprloc)·2·byte·block:·86·0·» (DW_OP_breg22·(x22):·0)	17701	····<abfa>···DW_AT_call_value··:·(exprloc)·2·byte·block:·86·0·» (DW_OP_breg22·(x22):·0)
17702	·<5><abfd>:·Abbrev·Number:·0	17702	·<5><abfd>:·Abbrev·Number:·0
17703	·<4><abfe>:·Abbrev·Number:·0	17703	·<4><abfe>:·Abbrev·Number:·0
17704	·<3><abff>:·Abbrev·Number:·0	17704	·<3><abff>:·Abbrev·Number:·0
17705	·<2><ac00>:·Abbrev·Number:·69·(DW_TAG_inlined_subroutine)	17705	·<2><ac00>:·Abbrev·Number:·69·(DW_TAG_inlined_subroutine)
17706	····<ac01>···DW_AT_abstract_origin:·(ref_udata)·<0xc8acf>	17706	····<ac01>···DW_AT_abstract_origin:·(ref_udata)·<0xc8acd>
17707	····<ac04>···DW_AT_entry_pc····:·(addr)·0x3e390	17707	····<ac04>···DW_AT_entry_pc····:·(addr)·0x3e390
17708	····<ac0c>···DW_AT_GNU_entry_view:·(data2)·0	17708	····<ac0c>···DW_AT_GNU_entry_view:·(data2)·0
17709	····<ac0e>···DW_AT_ranges······:·(sec_offset)·0xf0f4	17709	····<ac0e>···DW_AT_ranges······:·(sec_offset)·0xf0f4
17710	····<ac12>···DW_AT_call_file···:·(implicit_const)·1	17710	····<ac12>···DW_AT_call_file···:·(implicit_const)·1
17711	····<ac12>···DW_AT_call_line···:·(data4)·0x111d4	17711	····<ac12>···DW_AT_call_line···:·(data4)·0x111d4
17712	····<ac16>···DW_AT_call_column·:·(data1)·17	17712	····<ac16>···DW_AT_call_column·:·(data1)·17
17713	····<ac17>···DW_AT_sibling·····:·(ref_udata)·<0xb350>	17713	····<ac17>···DW_AT_sibling·····:·(ref_udata)·<0xb350>
17714	·<3><ac1a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17714	·<3><ac1a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17715	····<ac1b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b06>	17715	····<ac1b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b04>
17716	····<ac1e>···DW_AT_location····:·(sec_offset)·0x11bd·(location·list)	17716	····<ac1e>···DW_AT_location····:·(sec_offset)·0x11bd·(location·list)
17717	····<ac22>···DW_AT_GNU_locviews:·(sec_offset)·0x11b5	17717	····<ac22>···DW_AT_GNU_locviews:·(sec_offset)·0x11b5
17718	·<3><ac26>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17718	·<3><ac26>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17719	····<ac27>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b13>	17719	····<ac27>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b11>
17720	····<ac2a>···DW_AT_location····:·(sec_offset)·0x11ed·(location·list)	17720	····<ac2a>···DW_AT_location····:·(sec_offset)·0x11ed·(location·list)
17721	····<ac2e>···DW_AT_GNU_locviews:·(sec_offset)·0x11e5	17721	····<ac2e>···DW_AT_GNU_locviews:·(sec_offset)·0x11e5
17722	·<3><ac32>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17722	·<3><ac32>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17723	····<ac33>···DW_AT_abstract_origin:·(ref_udata)·<0xc8adf>	17723	····<ac33>···DW_AT_abstract_origin:·(ref_udata)·<0xc8add>
17724	····<ac36>···DW_AT_location····:·(sec_offset)·0x121e·(location·list)	17724	····<ac36>···DW_AT_location····:·(sec_offset)·0x121e·(location·list)
17725	····<ac3a>···DW_AT_GNU_locviews:·(sec_offset)·0x1216	17725	····<ac3a>···DW_AT_GNU_locviews:·(sec_offset)·0x1216
17726	·<3><ac3e>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17726	·<3><ac3e>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17727	····<ac3f>···DW_AT_abstract_origin:·(ref_udata)·<0xc8aec>	17727	····<ac3f>···DW_AT_abstract_origin:·(ref_udata)·<0xc8aea>
17728	····<ac42>···DW_AT_location····:·(sec_offset)·0x1249·(location·list)	17728	····<ac42>···DW_AT_location····:·(sec_offset)·0x1249·(location·list)
17729	····<ac46>···DW_AT_GNU_locviews:·(sec_offset)·0x1243	17729	····<ac46>···DW_AT_GNU_locviews:·(sec_offset)·0x1243
17730	·<3><ac4a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)	17730	·<3><ac4a>:·Abbrev·Number:·5·(DW_TAG_formal_parameter)
17731	····<ac4b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8af9>	17731	····<ac4b>···DW_AT_abstract_origin:·(ref_udata)·<0xc8af7>
17732	····<ac4e>···DW_AT_location····:·(sec_offset)·0x1272·(location·list)	17732	····<ac4e>···DW_AT_location····:·(sec_offset)·0x1272·(location·list)
17733	····<ac52>···DW_AT_GNU_locviews:·(sec_offset)·0x126c	17733	····<ac52>···DW_AT_GNU_locviews:·(sec_offset)·0x126c
17734	·<3><ac56>:·Abbrev·Number:·11·(DW_TAG_lexical_block)	17734	·<3><ac56>:·Abbrev·Number:·11·(DW_TAG_lexical_block)
17735	····<ac57>···DW_AT_ranges······:·(sec_offset)·0xf0f4	17735	····<ac57>···DW_AT_ranges······:·(sec_offset)·0xf0f4
17736	·<4><ac5b>:·Abbrev·Number:·4·(DW_TAG_variable)	17736	·<4><ac5b>:·Abbrev·Number:·4·(DW_TAG_variable)
17737	····<ac5c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b20>	17737	····<ac5c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b1e>
17738	····<ac5f>···DW_AT_location····:·(sec_offset)·0x1299·(location·list)	17738	····<ac5f>···DW_AT_location····:·(sec_offset)·0x1299·(location·list)
17739	····<ac63>···DW_AT_GNU_locviews:·(sec_offset)·0x128f	17739	····<ac63>···DW_AT_GNU_locviews:·(sec_offset)·0x128f
17740	·<4><ac67>:·Abbrev·Number:·4·(DW_TAG_variable)	17740	·<4><ac67>:·Abbrev·Number:·4·(DW_TAG_variable)
17741	····<ac68>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b2b>	17741	····<ac68>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b29>
17742	····<ac6b>···DW_AT_location····:·(sec_offset)·0x12d1·(location·list)	17742	····<ac6b>···DW_AT_location····:·(sec_offset)·0x12d1·(location·list)
17743	····<ac6f>···DW_AT_GNU_locviews:·(sec_offset)·0x12c9	17743	····<ac6f>···DW_AT_GNU_locviews:·(sec_offset)·0x12c9
17744	·<4><ac73>:·Abbrev·Number:·4·(DW_TAG_variable)	17744	·<4><ac73>:·Abbrev·Number:·4·(DW_TAG_variable)
17745	····<ac74>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b38>	17745	····<ac74>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b36>
17746	····<ac77>···DW_AT_location····:·(sec_offset)·0x12fe·(location·list)	17746	····<ac77>···DW_AT_location····:·(sec_offset)·0x12fe·(location·list)
17747	····<ac7b>···DW_AT_GNU_locviews:·(sec_offset)·0x12f6	17747	····<ac7b>···DW_AT_GNU_locviews:·(sec_offset)·0x12f6
17748	·<4><ac7f>:·Abbrev·Number:·4·(DW_TAG_variable)	17748	·<4><ac7f>:·Abbrev·Number:·4·(DW_TAG_variable)
17749	····<ac80>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b43>	17749	····<ac80>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b41>
17750	····<ac83>···DW_AT_location····:·(sec_offset)·0x133e·(location·list)	17750	····<ac83>···DW_AT_location····:·(sec_offset)·0x133e·(location·list)
17751	····<ac87>···DW_AT_GNU_locviews:·(sec_offset)·0x1326	17751	····<ac87>···DW_AT_GNU_locviews:·(sec_offset)·0x1326
17752	·<4><ac8b>:·Abbrev·Number:·4·(DW_TAG_variable)	17752	·<4><ac8b>:·Abbrev·Number:·4·(DW_TAG_variable)
17753	····<ac8c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b50>	17753	····<ac8c>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b4e>
17754	····<ac8f>···DW_AT_location····:·(sec_offset)·0x13a2·(location·list)	17754	····<ac8f>···DW_AT_location····:·(sec_offset)·0x13a2·(location·list)
17755	····<ac93>···DW_AT_GNU_locviews:·(sec_offset)·0x1398	17755	····<ac93>···DW_AT_GNU_locviews:·(sec_offset)·0x1398
17756	·<4><ac97>:·Abbrev·Number:·4·(DW_TAG_variable)	17756	·<4><ac97>:·Abbrev·Number:·4·(DW_TAG_variable)
17757	····<ac98>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b5d>	17757	····<ac98>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b5b>
17758	····<ac9b>···DW_AT_location····:·(sec_offset)·0x140c·(location·list)	17758	····<ac9b>···DW_AT_location····:·(sec_offset)·0x140c·(location·list)
17759	····<ac9f>···DW_AT_GNU_locviews:·(sec_offset)·0x13ee	17759	····<ac9f>···DW_AT_GNU_locviews:·(sec_offset)·0x13ee
17760	·<4><aca3>:·Abbrev·Number:·4·(DW_TAG_variable)	17760	·<4><aca3>:·Abbrev·Number:·4·(DW_TAG_variable)
17761	····<aca4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b6a>	17761	····<aca4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b68>
17762	····<aca7>···DW_AT_location····:·(sec_offset)·0x1499·(location·list)	17762	····<aca7>···DW_AT_location····:·(sec_offset)·0x1499·(location·list)
17763	····<acab>···DW_AT_GNU_locviews:·(sec_offset)·0x1481	17763	····<acab>···DW_AT_GNU_locviews:·(sec_offset)·0x1481
17764	·<4><acaf>:·Abbrev·Number:·4·(DW_TAG_variable)	17764	·<4><acaf>:·Abbrev·Number:·4·(DW_TAG_variable)
17765	····<acb0>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b77>	17765	····<acb0>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b75>
17766	····<acb3>···DW_AT_location····:·(sec_offset)·0x1509·(location·list)	17766	····<acb3>···DW_AT_location····:·(sec_offset)·0x1509·(location·list)
17767	····<acb7>···DW_AT_GNU_locviews:·(sec_offset)·0x14f9	17767	····<acb7>···DW_AT_GNU_locviews:·(sec_offset)·0x14f9
17768	·<4><acbb>:·Abbrev·Number:·4·(DW_TAG_variable)	17768	·<4><acbb>:·Abbrev·Number:·4·(DW_TAG_variable)
17769	····<acbc>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b84>	17769	····<acbc>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b82>
17770	····<acbf>···DW_AT_location····:·(sec_offset)·0x156c·(location·list)	17770	····<acbf>···DW_AT_location····:·(sec_offset)·0x156c·(location·list)
17771	····<acc3>···DW_AT_GNU_locviews:·(sec_offset)·0x155c	17771	····<acc3>···DW_AT_GNU_locviews:·(sec_offset)·0x155c
17772	·<4><acc7>:·Abbrev·Number:·4·(DW_TAG_variable)	17772	·<4><acc7>:·Abbrev·Number:·4·(DW_TAG_variable)
17773	····<acc8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b91>	17773	····<acc8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b8f>
17774	····<accb>···DW_AT_location····:·(sec_offset)·0x15ed·(location·list)	17774	····<accb>···DW_AT_location····:·(sec_offset)·0x15ed·(location·list)
17775	····<accf>···DW_AT_GNU_locviews:·(sec_offset)·0x15dd	17775	····<accf>···DW_AT_GNU_locviews:·(sec_offset)·0x15dd
17776	·<4><acd3>:·Abbrev·Number:·38·(DW_TAG_label)	17776	·<4><acd3>:·Abbrev·Number:·38·(DW_TAG_label)
17777	····<acd4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b9e>	17777	····<acd4>···DW_AT_abstract_origin:·(ref_udata)·<0xc8b9c>
17778	·<4><acd7>:·Abbrev·Number:·34·(DW_TAG_label)	17778	·<4><acd7>:·Abbrev·Number:·34·(DW_TAG_label)
17779	····<acd8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8ba6>	17779	····<acd8>···DW_AT_abstract_origin:·(ref_udata)·<0xc8ba4>
17780	····<acdb>···DW_AT_low_pc······:·(addr)·0x3e440	17780	····<acdb>···DW_AT_low_pc······:·(addr)·0x3e440
17781	·<4><ace3>:·Abbrev·Number:·38·(DW_TAG_label)	17781	·<4><ace3>:·Abbrev·Number:·38·(DW_TAG_label)
Max diff block lines reached; 22361317/22369459 bytes (99.96%) of diff not shown.


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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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Offset 80491, 37 lines modified		Offset 80491, 37 lines modified
80491	····0003d82c·<End·of·list>	80491	····0003d82c·<End·of·list>

80492	····0003d82d·v000000000000001·v000000000000000·location·view·pair	80492	····0003d82d·v000000000000001·v000000000000000·location·view·pair
80493	····0003d82f·v000000000000000·v000000000000000·location·view·pair	80493	····0003d82f·v000000000000000·v000000000000000·location·view·pair

80494	····0003d831·00000000000279c0·(base·address)	80494	····0003d831·00000000000279c0·(base·address)
80495	····0003d83a·v000000000000001·v000000000000000·views·at·0003d82d·for:	80495	····0003d83a·v000000000000001·v000000000000000·views·at·0003d82d·for:
80496	·············00000000000279c0·00000000000279e4·(DW_OP_implicit_pointer:·<0x3c76e>·0)	80496	·············00000000000279c0·00000000000279e4·(DW_OP_implicit_pointer:·<0x3c76c>·0)
80497	····0003d844·v000000000000000·v000000000000000·views·at·0003d82f·for:	80497	····0003d844·v000000000000000·v000000000000000·views·at·0003d82f·for:
80498	·············0000000000028988·00000000000289c4·(DW_OP_implicit_pointer:·<0x3c76e>·0)	80498	·············0000000000028988·00000000000289c4·(DW_OP_implicit_pointer:·<0x3c76c>·0)
80499	····0003d850·<End·of·list>	80499	····0003d850·<End·of·list>

80500	····0003d851·v000000000000001·v000000000000000·location·view·pair	80500	····0003d851·v000000000000001·v000000000000000·location·view·pair
80501	····0003d853·v000000000000000·v000000000000000·location·view·pair	80501	····0003d853·v000000000000000·v000000000000000·location·view·pair

80502	····0003d855·00000000000279c0·(base·address)	80502	····0003d855·00000000000279c0·(base·address)
80503	····0003d85e·v000000000000001·v000000000000000·views·at·0003d851·for:	80503	····0003d85e·v000000000000001·v000000000000000·views·at·0003d851·for:
80504	·············00000000000279c0·00000000000279e4·(DW_OP_implicit_pointer:·<0x3c782>·0)	80504	·············00000000000279c0·00000000000279e4·(DW_OP_implicit_pointer:·<0x3c780>·0)
80505	····0003d868·v000000000000000·v000000000000000·views·at·0003d853·for:	80505	····0003d868·v000000000000000·v000000000000000·views·at·0003d853·for:
80506	·············0000000000028988·00000000000289c4·(DW_OP_implicit_pointer:·<0x3c782>·0)	80506	·············0000000000028988·00000000000289c4·(DW_OP_implicit_pointer:·<0x3c780>·0)
80507	····0003d874·<End·of·list>	80507	····0003d874·<End·of·list>

80508	····0003d875·v000000000000001·v000000000000000·location·view·pair	80508	····0003d875·v000000000000001·v000000000000000·location·view·pair
80509	····0003d877·v000000000000000·v000000000000000·location·view·pair	80509	····0003d877·v000000000000000·v000000000000000·location·view·pair

80510	····0003d879·00000000000279c0·(base·address)	80510	····0003d879·00000000000279c0·(base·address)
80511	····0003d882·v000000000000001·v000000000000000·views·at·0003d875·for:	80511	····0003d882·v000000000000001·v000000000000000·views·at·0003d875·for:
80512	·············00000000000279c0·00000000000279e4·(DW_OP_implicit_pointer:·<0x3c796>·0)	80512	·············00000000000279c0·00000000000279e4·(DW_OP_implicit_pointer:·<0x3c794>·0)
80513	····0003d88c·v000000000000000·v000000000000000·views·at·0003d877·for:	80513	····0003d88c·v000000000000000·v000000000000000·views·at·0003d877·for:
80514	·············0000000000028988·00000000000289c4·(DW_OP_implicit_pointer:·<0x3c796>·0)	80514	·············0000000000028988·00000000000289c4·(DW_OP_implicit_pointer:·<0x3c794>·0)
80515	····0003d898·<End·of·list>	80515	····0003d898·<End·of·list>

80516	····0003d899·v000000000000005·v000000000000000·location·view·pair	80516	····0003d899·v000000000000005·v000000000000000·location·view·pair
80517	····0003d89b·v000000000000000·v000000000000000·location·view·pair	80517	····0003d89b·v000000000000000·v000000000000000·location·view·pair

80518	····0003d89d·0000000000028998·(base·address)	80518	····0003d89d·0000000000028998·(base·address)
80519	····0003d8a6·v000000000000005·v000000000000000·views·at·0003d899·for:	80519	····0003d8a6·v000000000000005·v000000000000000·views·at·0003d899·for:
Offset 81795, 37 lines modified		Offset 81795, 37 lines modified
81795	····0003e63a·<End·of·list>	81795	····0003e63a·<End·of·list>

81796	····0003e63b·v000000000000001·v000000000000000·location·view·pair	81796	····0003e63b·v000000000000001·v000000000000000·location·view·pair
81797	····0003e63d·v000000000000000·v000000000000000·location·view·pair	81797	····0003e63d·v000000000000000·v000000000000000·location·view·pair

81798	····0003e63f·00000000000272d8·(base·address)	81798	····0003e63f·00000000000272d8·(base·address)
81799	····0003e648·v000000000000001·v000000000000000·views·at·0003e63b·for:	81799	····0003e648·v000000000000001·v000000000000000·views·at·0003e63b·for:
81800	·············00000000000272d8·0000000000027300·(DW_OP_implicit_pointer:·<0x3c6f6>·0)	81800	·············00000000000272d8·0000000000027300·(DW_OP_implicit_pointer:·<0x3c6f4>·0)
81801	····0003e652·v000000000000000·v000000000000000·views·at·0003e63d·for:	81801	····0003e652·v000000000000000·v000000000000000·views·at·0003e63d·for:
81802	·············0000000000027c4c·0000000000027c80·(DW_OP_implicit_pointer:·<0x3c6f6>·0)	81802	·············0000000000027c4c·0000000000027c80·(DW_OP_implicit_pointer:·<0x3c6f4>·0)
81803	····0003e65e·<End·of·list>	81803	····0003e65e·<End·of·list>

81804	····0003e65f·v000000000000001·v000000000000000·location·view·pair	81804	····0003e65f·v000000000000001·v000000000000000·location·view·pair
81805	····0003e661·v000000000000000·v000000000000000·location·view·pair	81805	····0003e661·v000000000000000·v000000000000000·location·view·pair

81806	····0003e663·00000000000272d8·(base·address)	81806	····0003e663·00000000000272d8·(base·address)
81807	····0003e66c·v000000000000001·v000000000000000·views·at·0003e65f·for:	81807	····0003e66c·v000000000000001·v000000000000000·views·at·0003e65f·for:
81808	·············00000000000272d8·0000000000027300·(DW_OP_implicit_pointer:·<0x3c70a>·0)	81808	·············00000000000272d8·0000000000027300·(DW_OP_implicit_pointer:·<0x3c708>·0)
81809	····0003e676·v000000000000000·v000000000000000·views·at·0003e661·for:	81809	····0003e676·v000000000000000·v000000000000000·views·at·0003e661·for:
81810	·············0000000000027c4c·0000000000027c80·(DW_OP_implicit_pointer:·<0x3c70a>·0)	81810	·············0000000000027c4c·0000000000027c80·(DW_OP_implicit_pointer:·<0x3c708>·0)
81811	····0003e682·<End·of·list>	81811	····0003e682·<End·of·list>

81812	····0003e683·v000000000000001·v000000000000000·location·view·pair	81812	····0003e683·v000000000000001·v000000000000000·location·view·pair
81813	····0003e685·v000000000000000·v000000000000000·location·view·pair	81813	····0003e685·v000000000000000·v000000000000000·location·view·pair

81814	····0003e687·00000000000272d8·(base·address)	81814	····0003e687·00000000000272d8·(base·address)
81815	····0003e690·v000000000000001·v000000000000000·views·at·0003e683·for:	81815	····0003e690·v000000000000001·v000000000000000·views·at·0003e683·for:
81816	·············00000000000272d8·0000000000027300·(DW_OP_implicit_pointer:·<0x3c71e>·0)	81816	·············00000000000272d8·0000000000027300·(DW_OP_implicit_pointer:·<0x3c71c>·0)
81817	····0003e69a·v000000000000000·v000000000000000·views·at·0003e685·for:	81817	····0003e69a·v000000000000000·v000000000000000·views·at·0003e685·for:
81818	·············0000000000027c4c·0000000000027c80·(DW_OP_implicit_pointer:·<0x3c71e>·0)	81818	·············0000000000027c4c·0000000000027c80·(DW_OP_implicit_pointer:·<0x3c71c>·0)
81819	····0003e6a6·<End·of·list>	81819	····0003e6a6·<End·of·list>

81820	····0003e6a7·v000000000000005·v000000000000000·location·view·pair	81820	····0003e6a7·v000000000000005·v000000000000000·location·view·pair
81821	····0003e6a9·v000000000000000·v000000000000000·location·view·pair	81821	····0003e6a9·v000000000000000·v000000000000000·location·view·pair

81822	····0003e6ab·0000000000027c5c·(base·address)	81822	····0003e6ab·0000000000027c5c·(base·address)
81823	····0003e6b4·v000000000000005·v000000000000000·views·at·0003e6a7·for:	81823	····0003e6b4·v000000000000005·v000000000000000·views·at·0003e6a7·for:
Offset 97150, 32 lines modified		Offset 97150, 32 lines modified

97150	····00049c94·v000000000000004·v000000000000000·location·view·pair	97150	····00049c94·v000000000000004·v000000000000000·location·view·pair
97151	····00049c96·v000000000000000·v000000000000000·location·view·pair	97151	····00049c96·v000000000000000·v000000000000000·location·view·pair
97152	····00049c98·v000000000000005·v000000000000004·location·view·pair	97152	····00049c98·v000000000000005·v000000000000004·location·view·pair

97153	····00049c9a·0000000000021b90·(base·address)	97153	····00049c9a·0000000000021b90·(base·address)
97154	····00049ca3·v000000000000004·v000000000000000·views·at·00049c94·for:	97154	····00049ca3·v000000000000004·v000000000000000·views·at·00049c94·for:
97155	·············0000000000021b90·0000000000021bf0·(DW_OP_implicit_pointer:·<0x4abb3>·0)	97155	·············0000000000021b90·0000000000021bf0·(DW_OP_implicit_pointer:·<0x4abb1>·0)
97156	····00049cad·v000000000000000·v000000000000000·views·at·00049c96·for:	97156	····00049cad·v000000000000000·v000000000000000·views·at·00049c96·for:
97157	·············0000000000021f9c·0000000000021fa0·(DW_OP_implicit_pointer:·<0x4abb3>·0)	97157	·············0000000000021f9c·0000000000021fa0·(DW_OP_implicit_pointer:·<0x4abb1>·0)
97158	····00049cb9·v000000000000005·v000000000000004·views·at·00049c98·for:	97158	····00049cb9·v000000000000005·v000000000000004·views·at·00049c98·for:
97159	·············00000000000227b8·00000000000227bc·(DW_OP_implicit_pointer:·<0x4abb3>·0)	97159	·············00000000000227b8·00000000000227bc·(DW_OP_implicit_pointer:·<0x4abb1>·0)
97160	····00049cc5·<End·of·list>	97160	····00049cc5·<End·of·list>

97161	····00049cc6·v000000000000004·v000000000000000·location·view·pair	97161	····00049cc6·v000000000000004·v000000000000000·location·view·pair
97162	····00049cc8·v000000000000000·v000000000000000·location·view·pair	97162	····00049cc8·v000000000000000·v000000000000000·location·view·pair
97163	····00049cca·v000000000000005·v000000000000004·location·view·pair	97163	····00049cca·v000000000000005·v000000000000004·location·view·pair

97164	····00049ccc·0000000000021b90·(base·address)	97164	····00049ccc·0000000000021b90·(base·address)
97165	····00049cd5·v000000000000004·v000000000000000·views·at·00049cc6·for:	97165	····00049cd5·v000000000000004·v000000000000000·views·at·00049cc6·for:
97166	·············0000000000021b90·0000000000021bf0·(DW_OP_implicit_pointer:·<0x4abbf>·0)	97166	·············0000000000021b90·0000000000021bf0·(DW_OP_implicit_pointer:·<0x4abbd>·0)
97167	····00049cdf·v000000000000000·v000000000000000·views·at·00049cc8·for:	97167	····00049cdf·v000000000000000·v000000000000000·views·at·00049cc8·for:
97168	·············0000000000021f9c·0000000000021fa0·(DW_OP_implicit_pointer:·<0x4abbf>·0)	97168	·············0000000000021f9c·0000000000021fa0·(DW_OP_implicit_pointer:·<0x4abbd>·0)
97169	····00049ceb·v000000000000005·v000000000000004·views·at·00049cca·for:	97169	····00049ceb·v000000000000005·v000000000000004·views·at·00049cca·for:
97170	·············00000000000227b8·00000000000227bc·(DW_OP_implicit_pointer:·<0x4abbf>·0)	97170	·············00000000000227b8·00000000000227bc·(DW_OP_implicit_pointer:·<0x4abbd>·0)
97171	····00049cf7·<End·of·list>	97171	····00049cf7·<End·of·list>

97172	····00049cf8·v000000000000004·v000000000000000·location·view·pair	97172	····00049cf8·v000000000000004·v000000000000000·location·view·pair
97173	····00049cfa·v000000000000000·v000000000000000·location·view·pair	97173	····00049cfa·v000000000000000·v000000000000000·location·view·pair
97174	····00049cfc·v000000000000005·v000000000000004·location·view·pair	97174	····00049cfc·v000000000000005·v000000000000004·location·view·pair

97175	····00049cfe·0000000000021b90·(base·address)	97175	····00049cfe·0000000000021b90·(base·address)
Offset 97297, 32 lines modified		Offset 97297, 32 lines modified

97297	····00049e62·v000000000000002·v000000000000000·location·view·pair	97297	····00049e62·v000000000000002·v000000000000000·location·view·pair
97298	····00049e64·v000000000000000·v000000000000000·location·view·pair	97298	····00049e64·v000000000000000·v000000000000000·location·view·pair
97299	····00049e66·v000000000000006·v000000000000004·location·view·pair	97299	····00049e66·v000000000000006·v000000000000004·location·view·pair

97300	····00049e68·0000000000021fa0·(base·address)	97300	····00049e68·0000000000021fa0·(base·address)
97301	····00049e71·v000000000000002·v000000000000000·views·at·00049e62·for:	97301	····00049e71·v000000000000002·v000000000000000·views·at·00049e62·for:
97302	·············0000000000021fa0·0000000000021ff4·(DW_OP_implicit_pointer:·<0x4abcb>·0)	97302	·············0000000000021fa0·0000000000021ff4·(DW_OP_implicit_pointer:·<0x4abc9>·0)
97303	····00049e7b·v000000000000000·v000000000000000·views·at·00049e64·for:	97303	····00049e7b·v000000000000000·v000000000000000·views·at·00049e64·for:
97304	·············0000000000022144·0000000000022148·(DW_OP_implicit_pointer:·<0x4abcb>·0)	97304	·············0000000000022144·0000000000022148·(DW_OP_implicit_pointer:·<0x4abc9>·0)
97305	····00049e87·v000000000000006·v000000000000004·views·at·00049e66·for:	97305	····00049e87·v000000000000006·v000000000000004·views·at·00049e66·for:
97306	·············00000000000227bc·00000000000227c4·(DW_OP_implicit_pointer:·<0x4abcb>·0)	97306	·············00000000000227bc·00000000000227c4·(DW_OP_implicit_pointer:·<0x4abc9>·0)
97307	····00049e93·<End·of·list>	97307	····00049e93·<End·of·list>

97308	····00049e94·v000000000000002·v000000000000000·location·view·pair	97308	····00049e94·v000000000000002·v000000000000000·location·view·pair
97309	····00049e96·v000000000000000·v000000000000000·location·view·pair	97309	····00049e96·v000000000000000·v000000000000000·location·view·pair
97310	····00049e98·v000000000000006·v000000000000004·location·view·pair	97310	····00049e98·v000000000000006·v000000000000004·location·view·pair

Max diff block lines reached; 27433/35817 bytes (76.59%) of diff not shown.

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