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Similarity: 0.99921875% Differences: {"'cells'": "{1: {'metadata': {'execution': {'iopub.execute_input': '2024-12-05T19:54:38.719651Z', " "'iopub.status.busy': '2024-12-05T19:54:38.719123Z', 'iopub.status.idle': " "'2024-12-05T19:54:42.428855Z', 'shell.execute_reply': " "'2024-12-05T19:54:42.413633Z'}}}, 3: {'metadata': {'execution': " "{'iopub.execute_input': '2024-12-05T19:54:43.279430Z', 'iopub.status.busy': " "'2024-12-05T19:54:43.278985Z', 'iopub.status.idle': '2024-12-05T19:54:4 […]


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115	<span·class="gp">In·[17]:·</span><span·class="n">a</span>·<span·class="o">=</span>·<span·class="mi">1</span>·<span·class="o">*</span>·<span·class="n">ureg</span><span·class="o">.</span><span·class="n">meter</span>	115	<span·class="gp">In·[17]:·</span><span·class="n">a</span>·<span·class="o">=</span>·<span·class="mi">1</span>·<span·class="o">*</span>·<span·class="n">ureg</span><span·class="o">.</span><span·class="n">meter</span>

116	<span·class="gp">In·[18]:·</span><span·class="n">b</span>·<span·class="o">=</span>·<span·class="mi">1</span>·<span·class="o">*</span>·<span·class="n">ureg</span><span·class="o">.</span><span·class="n">centimeter</span>	116	<span·class="gp">In·[18]:·</span><span·class="n">b</span>·<span·class="o">=</span>·<span·class="mi">1</span>·<span·class="o">*</span>·<span·class="n">ureg</span><span·class="o">.</span><span·class="n">centimeter</span>

117	<span·class="gp">In·[19]:·</span><span·class="o">%</span><span·class="k">timeit</span>·f(a,·b)	117	<span·class="gp">In·[19]:·</span><span·class="o">%</span><span·class="k">timeit</span>·f(a,·b)
118	<span·class="go">165·us·+-·366·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·1~~0,0~~00·loops·each)</span>	118	<span·class="go">2.58·ms·+-·246·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)</span>

119	<span·class="gp">In·[20]:·</span><span·class="o">%</span><span·class="k">timeit</span>·g(a,·b)	119	<span·class="gp">In·[20]:·</span><span·class="o">%</span><span·class="k">timeit</span>·g(a,·b)
120	<span·class="go">1~~9.9~~·us·+-·57.9·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·100,000·loops·each)</span>	120	<span·class="go">405·us·+-·14.7·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)</span>
121	</pre></div>	121	</pre></div>
122	</div>	122	</div>
123	</section>	123	</section>
124	<section·id="speed-up-registry-instantiation">	124	<section·id="speed-up-registry-instantiation">
125	<h2>Speed·up·registry·instantiation<a·class="headerlink"·href="#speed-up-registry-instantiation"·title="Link·to·this·heading">¶</a></h2>	125	<h2>Speed·up·registry·instantiation<a·class="headerlink"·href="#speed-up-registry-instantiation"·title="Link·to·this·heading">¶</a></h2>
126	<p>When·the·registry·is·instantiated,·the·definition·file·is·parsed,·loaded·and	126	<p>When·the·registry·is·instantiated,·the·definition·file·is·parsed,·loaded·and
127	some·pre-calculations·are·made·to·speed-up·certain·common·operations.·This	127	some·pre-calculations·are·made·to·speed-up·certain·common·operations.·This


Offset 72, 18 lines modified		Offset 72, 18 lines modified
72	···....:	72	···....:

73	In·[17]:·a·=·1·*·ureg.meter	73	In·[17]:·a·=·1·*·ureg.meter

74	In·[18]:·b·=·1·*·ureg.centimeter	74	In·[18]:·b·=·1·*·ureg.centimeter

75	In·[19]:·%timeit·f(a,·b)	75	In·[19]:·%timeit·f(a,·b)
76	165·us·+-·366·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·1~~0,0~~00·loops·each)	76	2.58·ms·+-·246·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·100·loops·each)

77	In·[20]:·%timeit·g(a,·b)	77	In·[20]:·%timeit·g(a,·b)
78	1~~9.9~~·us·+-·57.9·ns·per·loop·(mean·+-·std.·dev.·of·7·runs,·100,000·loops·each)	78	405·us·+-·14.7·us·per·loop·(mean·+-·std.·dev.·of·7·runs,·1,000·loops·each)
79	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ee\x8ed\x8d·u\x8up\x8p·r\x8re\x8eg\x8gi\x8is\x8st\x8tr\x8ry\x8y·i\x8in\x8ns\x8st\x8ta\x8an\x8nt\x8ti\x8ia\x8at\x8ti\x8io\x8on\x8n_\x8?\x8¶·\x8\x8\x8\x8\x8	79	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ee\x8ed\x8d·u\x8up\x8p·r\x8re\x8eg\x8gi\x8is\x8st\x8tr\x8ry\x8y·i\x8in\x8ns\x8st\x8ta\x8an\x8nt\x8ti\x8ia\x8at\x8ti\x8io\x8on\x8n_\x8?\x8¶·\x8\x8\x8\x8\x8
80	When·the·registry·is·instantiated,·the·definition·file·is·parsed,·loaded·and	80	When·the·registry·is·instantiated,·the·definition·file·is·parsed,·loaded·and
81	some·pre-calculations·are·made·to·speed-up·certain·common·operations.·This	81	some·pre-calculations·are·made·to·speed-up·certain·common·operations.·This
82	process·can·be·time·consuming·for·a·large·definition·file·such·as·the·default	82	process·can·be·time·consuming·for·a·large·definition·file·such·as·the·default
83	one·(and·very·comprehensive)·provided·with·pint.·This·can·have·a·significant	83	one·(and·very·comprehensive)·provided·with·pint.·This·can·have·a·significant
84	impact·in·command·line·applications·that·create·and·drop·registries.	84	impact·in·command·line·applications·that·create·and·drop·registries.
85	Since·version·0.19,·part·of·this·process·can·be·cached·resulting·in·a·5x·to·20x	85	Since·version·0.19,·part·of·this·process·can·be·cached·resulting·in·a·5x·to·20x


Offset 1990, 15 lines modified		Offset 1990, 14 lines modified
1990	········"1627":·13,	1990	········"1627":·13,
1991	········"1629":·13,	1991	········"1629":·13,
1992	········"1631":·13,	1992	········"1631":·13,
1993	········"1634":·13,	1993	········"1634":·13,
1994	········"1637":·13,	1994	········"1637":·13,
1995	········"1646":·13,	1995	········"1646":·13,
1996	········"1647":·13,	1996	········"1647":·13,
1997	········"165":·5,
1998	········"1652":·13,	1997	········"1652":·13,
1999	········"1658":·13,	1998	········"1658":·13,
2000	········"166":·13,	1999	········"166":·13,
2001	········"1663":·13,	2000	········"1663":·13,
2002	········"166666666666667":·15,	2001	········"166666666666667":·15,
2003	········"1668":·13,	2002	········"1668":·13,
2004	········"1669":·13,	2003	········"1669":·13,
Offset 2105, 14 lines modified		Offset 2104, 15 lines modified
2105	········"227":·13,	2104	········"227":·13,
2106	········"23":·21,	2105	········"23":·21,
2107	········"230":·13,	2106	········"230":·13,
2108	········"234":·13,	2107	········"234":·13,
2109	········"24":·[2,·4,·5,·7,·21],	2108	········"24":·[2,·4,·5,·7,·21],
2110	········"240":·13,	2109	········"240":·13,
2111	········"240384":·2,	2110	········"240384":·2,
		2111	········"246":·5,
2112	········"25":·[21,·29],	2112	········"25":·[21,·29],
2113	········"2505":·21,	2113	········"2505":·21,
2114	········"251":·13,	2114	········"251":·13,
2115	········"252":·13,	2115	········"252":·13,
2116	········"255":·29,	2116	········"255":·29,
2117	········"25e":·21,	2117	········"25e":·21,
2118	········"262":·13,	2118	········"262":·13,
Offset 2148, 15 lines modified		Offset 2148, 15 lines modified
2148	········"338":·13,	2148	········"338":·13,
2149	········"34":·30,	2149	········"34":·30,
2150	········"344":·13,	2150	········"344":·13,
2151	········"349":·13,	2151	········"349":·13,
2152	········"35":·[13,·29],	2152	········"35":·[13,·29],
2153	········"357":·13,	2153	········"357":·13,
2154	········"3600":·32,	2154	········"3600":·32,
2155	········"366":·~~[5,·~~13],	2155	········"366":·13,
2156	········"372222":·29,	2156	········"372222":·29,
2157	········"373":·29,	2157	········"373":·29,
2158	········"383":·29,	2158	········"383":·29,
2159	········"39":·[5,·30],	2159	········"39":·[5,·30],
2160	········"390":·[13,·29],	2160	········"390":·[13,·29],
2161	········"3953488372093":·15,	2161	········"3953488372093":·15,
2162	········"398":·24,	2162	········"398":·24,
Offset 2164, 15 lines modified		Offset 2164, 15 lines modified
2164	········"3f":·[29,·32],	2164	········"3f":·[29,·32],
2165	········"3rd":·21,	2165	········"3rd":·21,
2166	········"4":·[2,·4,·5,·6,·9,·10,·12,·15,·19,·21,·23,·26,·28,·29,·30],	2166	········"4":·[2,·4,·5,·6,·9,·10,·12,·15,·19,·21,·23,·26,·28,·29,·30],
2167	········"40":·4,	2167	········"40":·4,
2168	········"400":·30,	2168	········"400":·30,
2169	········"4000":·24,	2169	········"4000":·24,
2170	········"4046":·[9,·10],	2170	········"4046":·[9,·10],
2171	········"405":·13,	2171	········"405":·[5,·13],
2172	········"41":·13,	2172	········"41":·13,
2173	········"414489032":·21,	2173	········"414489032":·21,
2174	········"4184":·15,	2174	········"4184":·15,
2175	········"42":·[13,·21],	2175	········"42":·[13,·21],
2176	········"42000":·21,	2176	········"42000":·21,
2177	········"425":·13,	2177	········"425":·13,
2178	········"425297855014895":·24,	2178	········"425297855014895":·24,
Offset 2219, 18 lines modified		Offset 2219, 17 lines modified
2219	········"540nm":·15,	2219	········"540nm":·15,
2220	········"54cm":·21,	2220	········"54cm":·21,
2221	········"55":·13,	2221	········"55":·13,
2222	········"550":·29,	2222	········"550":·29,
2223	········"559":·13,	2223	········"559":·13,
2224	········"567":·13,	2224	········"567":·13,
2225	········"568261":·32,	2225	········"568261":·32,
2226	········"57":·5,
2227	········"574":·13,	2226	········"574":·13,
2228	········"577":·13,	2227	········"577":·13,
2229	········"58":·13,	2228	········"58":·[5,·13],
2230	········"590":·13,	2229	········"590":·13,
2231	········"59237":·24,	2230	········"59237":·24,
2232	········"5x":·5,	2231	········"5x":·5,
2233	········"6":·[5,·9,·12,·21,·23,·24,·26,·29,·30],	2232	········"6":·[5,·9,·12,·21,·23,·24,·26,·29,·30],
2234	········"60":·[2,·23,·29],	2233	········"60":·[2,·23,·29],
2235	········"60rpm":·23,	2234	········"60rpm":·23,
2236	········"61":·13,	2235	········"61":·13,
Offset 3756, 15 lines modified		Offset 3755, 15 lines modified
3756	········"lower":·12,	3755	········"lower":·12,
3757	········"lt":·30,	3756	········"lt":·30,
3758	········"lumen":·13,	3757	········"lumen":·13,
3759	········"lunar_module_height":·8,	3758	········"lunar_module_height":·8,
3760	········"lux":·13,	3759	········"lux":·13,
3761	········"lx":·[13,·21,·26],	3760	········"lx":·[13,·21,·26],
3762	········"ly":·15,	3761	········"ly":·15,
3763	········"m":·[6,·8,·9,·10,·12,·13,·14,·15,·20,·21,·25,·26,·30],	3762	········"m":·[5,·6,·8,·9,·10,·12,·13,·14,·15,·20,·21,·25,·26,·30],
3764	········"m_a":·[9,·10,·13],	3763	········"m_a":·[9,·10,·13],
3765	········"m_e":·15,	3764	········"m_e":·15,
3766	········"m_from":·[9,·10],	3765	········"m_from":·[9,·10],
3767	········"m_p":·15,	3766	········"m_p":·15,
3768	········"ma":·30,	3767	········"ma":·30,
3769	········"machin":·[7,·14],	3768	········"machin":·[7,·14],
3770	········"maciej":·13,	3769	········"maciej":·13,


Offset 23, 18 lines modified		Offset 23, 18 lines modified
23	············]	23	············]
24	········},	24	········},
25	········{	25	········{
26	············"cell_type":·"code",	26	············"cell_type":·"code",
27	············"execution_count":·1,	27	············"execution_count":·1,
28	············"metadata":·{	28	············"metadata":·{
29	················"execution":·{	29	················"execution":·{
30	····················"iopub.execute_input":·"2026-01-08T00:54:29.~~9201~~53Z",	30	····················"iopub.execute_input":·"2024-12-05T19:54:38.719651Z",
31	····················"iopub.status.busy":·"2026-01-08T00:54:29.919620Z",	31	····················"iopub.status.busy":·"2024-12-05T19:54:38.719123Z",
32	····················"iopub.status.idle":·"2026-01-08T00:54:30.~~140397~~Z",	32	····················"iopub.status.idle":·"2024-12-05T19:54:42.428855Z",
33	····················"shell.execute_reply":·"2026-01-08T00:54:30.139803Z"	33	····················"shell.execute_reply":·"2024-12-05T19:54:42.413633Z"
34	················},	34	················},
35	················"pycharm":·{	35	················"pycharm":·{
36	····················"name":·"#%%\n"	36	····················"name":·"#%%\n"
37	················}	37	················}
38	············},	38	············},
39	············"outputs":·[	39	············"outputs":·[
40	················{	40	················{
Offset 81, 18 lines modified		Offset 81, 18 lines modified
81	············]	81	············]
82	········},	82	········},
83	········{	83	········{
84	············"cell_type":·"code",	84	············"cell_type":·"code",
85	············"execution_count":·2,	85	············"execution_count":·2,
86	············"metadata":·{	86	············"metadata":·{
87	················"execution":·{	87	················"execution":·{
88	····················"iopub.execute_input":·"2026-01-08T00:54:30.179~~829~~Z",	88	····················"iopub.execute_input":·"2024-12-05T19:54:43.279430Z",
89	····················"iopub.status.busy":·"2026-01-08T00:54:30.17~~9326~~Z",	89	····················"iopub.status.busy":·"2024-12-05T19:54:43.278985Z",
90	····················"iopub.status.idle":·"2026-01-08T00:54:30.~~193404~~Z",	90	····················"iopub.status.idle":·"2024-12-05T19:54:43.409692Z",
91	····················"shell.execute_reply":·"2026-01-08T00:54:30.192656Z"	91	····················"shell.execute_reply":·"2024-12-05T19:54:43.397635Z"
92	················},	92	················},
93	················"pycharm":·{	93	················"pycharm":·{
94	····················"name":·"#%%\n"	94	····················"name":·"#%%\n"
95	················}	95	················}
96	············},	96	············},
97	············"outputs":·[	97	············"outputs":·[
98	················{	98	················{
Offset 113, 18 lines modified		Offset 113, 18 lines modified
113	············]	113	············]
114	········},	114	········},
115	········{	115	········{
116	············"cell_type":·"code",	116	············"cell_type":·"code",
117	············"execution_count":·3,	117	············"execution_count":·3,
118	············"metadata":·{	118	············"metadata":·{
119	················"execution":·{	119	················"execution":·{
120	····················"iopub.execute_input":·"2026-01-08T00:54:30.~~1954~~59Z",	120	····················"iopub.execute_input":·"2024-12-05T19:54:43.428050Z",
121	····················"iopub.status.busy":·"2026-01-08T00:54:30.~~1952~~37Z",	121	····················"iopub.status.busy":·"2024-12-05T19:54:43.427537Z",
122	····················"iopub.status.idle":·"2026-01-08T00:54:30.20~~7525~~Z",	122	····················"iopub.status.idle":·"2024-12-05T19:54:43.601704Z",
123	····················"shell.execute_reply":·"2026-01-08T00:54:30.~~206941~~Z"	123	····················"shell.execute_reply":·"2024-12-05T19:54:43.581826Z"
124	················},	124	················},
125	················"pycharm":·{	125	················"pycharm":·{
126	····················"name":·"#%%\n"	126	····················"name":·"#%%\n"
127	················}	127	················}
128	············},	128	············},
129	············"outputs":·[	129	············"outputs":·[
130	················{	130	················{
Offset 156, 18 lines modified		Offset 156, 18 lines modified
156	············]	156	············]
157	········},	157	········},
158	········{	158	········{
159	············"cell_type":·"code",	159	············"cell_type":·"code",
160	············"execution_count":·4,	160	············"execution_count":·4,
161	············"metadata":·{	161	············"metadata":·{
162	················"execution":·{	162	················"execution":·{
163	····················"iopub.execute_input":·"2026-01-08T00:54:30.~~209~~628Z",	163	····················"iopub.execute_input":·"2024-12-05T19:54:43.627629Z",
164	····················"iopub.status.busy":·"2026-01-08T00:54:30.~~209~~143Z",	164	····················"iopub.status.busy":·"2024-12-05T19:54:43.627111Z",
165	····················"iopub.status.idle":·"2026-01-08T00:54:30.~~221020~~Z",	165	····················"iopub.status.idle":·"2024-12-05T19:54:43.777692Z",
166	····················"shell.execute_reply":·"2026-01-08T00:54:30.~~220461~~Z"	166	····················"shell.execute_reply":·"2024-12-05T19:54:43.761626Z"
167	················},	167	················},
168	················"pycharm":·{	168	················"pycharm":·{
169	····················"name":·"#%%\n"	169	····················"name":·"#%%\n"
170	················}	170	················}
171	············},	171	············},
172	············"outputs":·[	172	············"outputs":·[
173	················{	173	················{
Offset 187, 18 lines modified		Offset 187, 18 lines modified
187	············]	187	············]
188	········},	188	········},
189	········{	189	········{
190	············"cell_type":·"code",	190	············"cell_type":·"code",
191	············"execution_count":·5,	191	············"execution_count":·5,
192	············"metadata":·{	192	············"metadata":·{
193	················"execution":·{	193	················"execution":·{
194	····················"iopub.execute_input":·"2026-01-08T00:54:30.~~222766~~Z",	194	····················"iopub.execute_input":·"2024-12-05T19:54:43.803681Z",
195	····················"iopub.status.busy":·"2026-01-08T00:54:30.~~2225~~46Z",	195	····················"iopub.status.busy":·"2024-12-05T19:54:43.803143Z",
196	····················"iopub.status.idle":·"2026-01-08T00:54:30.~~234054~~Z",	196	····················"iopub.status.idle":·"2024-12-05T19:54:43.949702Z",
197	····················"shell.execute_reply":·"2026-01-08T00:54:30.23~~3389~~Z"	197	····················"shell.execute_reply":·"2024-12-05T19:54:43.937611Z"
198	················},	198	················},
199	················"pycharm":·{	199	················"pycharm":·{
200	····················"name":·"#%%\n"	200	····················"name":·"#%%\n"
201	················}	201	················}
202	············},	202	············},
203	············"outputs":·[	203	············"outputs":·[
204	················{	204	················{
Offset 218, 18 lines modified		Offset 218, 18 lines modified
218	············]	218	············]
219	········},	219	········},
220	········{	220	········{
221	············"cell_type":·"code",	221	············"cell_type":·"code",
222	············"execution_count":·6,	222	············"execution_count":·6,
223	············"metadata":·{	223	············"metadata":·{
224	················"execution":·{	224	················"execution":·{
225	····················"iopub.execute_input":·"2026-01-08T00:54:30.~~236068~~Z",	225	····················"iopub.execute_input":·"2024-12-05T19:54:43.975633Z",
226	····················"iopub.status.busy":·"2026-01-08T00:54:30.235~~595~~Z",	226	····················"iopub.status.busy":·"2024-12-05T19:54:43.975147Z",
227	····················"iopub.status.idle":·"2026-01-08T00:54:30.255709Z",	227	····················"iopub.status.idle":·"2024-12-05T19:54:44.378557Z",
228	····················"shell.execute_reply":·"2026-01-08T00:54:30.~~255006~~Z"	228	····················"shell.execute_reply":·"2024-12-05T19:54:44.361650Z"
229	················},	229	················},
230	················"pycharm":·{	230	················"pycharm":·{
231	····················"name":·"#%%\n"	231	····················"name":·"#%%\n"
232	················}	232	················}
233	············},	233	············},
234	············"outputs":·[	234	············"outputs":·[
235	················{	235	················{
Offset 267, 18 lines modified		Offset 267, 18 lines modified
267	············]	267	············]
268	········},	268	········},
269	········{	269	········{
270	············"cell_type":·"code",	270	············"cell_type":·"code",
271	············"execution_count":·7,	271	············"execution_count":·7,
272	············"metadata":·{	272	············"metadata":·{
273	················"execution":·{	273	················"execution":·{
274	····················"iopub.execute_input":·"2026-01-08T00:54:30.~~25760~~5Z",	274	····················"iopub.execute_input":·"2024-12-05T19:54:44.403575Z",
275	····················"iopub.status.busy":·"2026-01-08T00:54:30.~~2573~~77Z",	275	····················"iopub.status.busy":·"2024-12-05T19:54:44.403074Z",
276	····················"iopub.status.idle":·"2026-01-08T00:54:30.~~2701~~36Z",	276	····················"iopub.status.idle":·"2024-12-05T19:54:44.633734Z",
277	····················"shell.execute_reply":·"2026-01-08T00:54:30.~~269484~~Z"	277	····················"shell.execute_reply":·"2024-12-05T19:54:44.617632Z"
278	················},	278	················},
279	················"pycharm":·{	279	················"pycharm":·{
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