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python-xarray-doc_2025.04.0-1_all.deb ¶

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00012380:·6967·686c·6967·6874·223e·3c70·7265·3e0a··ighlight"><pre>.		00012380:·6967·686c·6967·6874·223e·3c70·7265·3e0a··ighlight"><pre>.
00012390:·4572·726f·7220·696e·2063·616c·6c62·6163··Error·in·callbac		00012390:·4572·726f·7220·696e·2063·616c·6c62·6163··Error·in·callbac
000123a0:·6b20·266c·743b·6675·6e63·7469·6f6e·205f··k·<function·_		000123a0:·6b20·266c·743b·6675·6e63·7469·6f6e·205f··k·<function·_
000123b0:·6472·6177·5f61·6c6c·5f69·665f·696e·7465··draw_all_if_inte		000123b0:·6472·6177·5f61·6c6c·5f69·665f·696e·7465··draw_all_if_inte
000123c0:·7261·6374·6976·6520·6174·2030·7866·6666··ractive·at·0xfff		000123c0:·7261·6374·6976·6520·6174·2030·7866·6666··ractive·at·0xfff
000123d0:·6636·6~~366~~·3334·3065·3026·6774·3b20·2866··f~~6cf3~~40e0>·(f		000123d0:·6634·6234·6334·3065·3026·6774·3b20·2866··f4b4c40e0>·(f
000123e0:·6f72·2070·6f73·745f·6578·6563·7574·6529··or·post_execute)		000123e0:·6f72·2070·6f73·745f·6578·6563·7574·6529··or·post_execute)
000123f0:·2c20·7769·7468·2061·7267·756d·656e·7473··,·with·arguments		000123f0:·2c20·7769·7468·2061·7267·756d·656e·7473··,·with·arguments
00012400:·2061·7267·7320·2829·2c6b·7761·7267·7320···args·(),kwargs·		00012400:·2061·7267·7320·2829·2c6b·7761·7267·7320···args·(),kwargs·
00012410:·7b7d·3a0a·3c2f·7072·653e·3c2f·6469·763e··{}:.</pre></div>		00012410:·7b7d·3a0a·3c2f·7072·653e·3c2f·6469·763e··{}:.</pre></div>
00012420:·3c2f·6469·763e·0a3c·2f64·6976·3e0a·3c64··</div>.</div>.<d		00012420:·3c2f·6469·763e·0a3c·2f64·6976·3e0a·3c64··</div>.</div>.<d
00012430:·6976·2063·6c61·7373·3d22·6e62·6f75·7470··iv·class="nboutp		00012430:·6976·2063·6c61·7373·3d22·6e62·6f75·7470··iv·class="nboutp
00012440:·7574·2064·6f63·7574·696c·7320·636f·6e74··ut·docutils·cont		00012440:·7574·2064·6f63·7574·696c·7320·636f·6e74··ut·docutils·cont


Offset 130, 15 lines modified		Offset 130, 15 lines modified
130	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	130	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
131	HTTPConnection._new_conn(self)	131	HTTPConnection._new_conn(self)
132	····204·except·socket.gaierror·as·e:	132	····204·except·socket.gaierror·as·e:
133	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	133	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
134	····206·except·SocketTimeout·as·e:	134	····206·except·SocketTimeout·as·e:

135	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	135	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
136	0xffff~~6ca1~~17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	136	0xffff4afa17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
137	in·name·resolution)	137	in·name·resolution)

138	The·above·exception·was·the·direct·cause·of·the·following·exception:	138	The·above·exception·was·the·direct·cause·of·the·following·exception:

139	MaxRetryError·····························Traceback·(most·recent·call·last)	139	MaxRetryError·····························Traceback·(most·recent·call·last)
140	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	140	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
141	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	141	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 174, 15 lines modified		Offset 174, 15 lines modified
174	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	174	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
175	[arg-type]	175	[arg-type]
176	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	176	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

177	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	177	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
178	exceeded·with·url:·/pydata/xarray-data/raw/master/era5-2mt-2019-03-uk.grib	178	exceeded·with·url:·/pydata/xarray-data/raw/master/era5-2mt-2019-03-uk.grib
179	(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	179	(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
180	0xffff~~6ca1~~17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	180	0xffff4afa17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
181	in·name·resolution)"))	181	in·name·resolution)"))

182	During·handling·of·the·above·exception,·another·exception·occurred:	182	During·handling·of·the·above·exception,·another·exception·occurred:

183	ConnectionError···························Traceback·(most·recent·call·last)	183	ConnectionError···························Traceback·(most·recent·call·last)
184	Cell·In[2],·line·1	184	Cell·In[2],·line·1
185	---->·1·ds·=·xr.tutorial.load_dataset("era5-2mt-2019-03-uk.grib",	185	---->·1·ds·=·xr.tutorial.load_dataset("era5-2mt-2019-03-uk.grib",
Offset 292, 15 lines modified		Offset 292, 15 lines modified
292	-->·700·····raise·ConnectionError(e,·request=request)	292	-->·700·····raise·ConnectionError(e,·request=request)
293	····702·except·ClosedPoolError·as·e:	293	····702·except·ClosedPoolError·as·e:
294	····703·····raise·ConnectionError(e,·request=request)	294	····703·····raise·ConnectionError(e,·request=request)

295	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	295	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
296	exceeded·with·url:·/pydata/xarray-data/raw/master/era5-2mt-2019-03-uk.grib	296	exceeded·with·url:·/pydata/xarray-data/raw/master/era5-2mt-2019-03-uk.grib
297	(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	297	(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
298	0xffff~~6ca1~~17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	298	0xffff4afa17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
299	in·name·resolution)"))	299	in·name·resolution)"))
300	Let’s·create·a·simple·plot·of·2-m·air·temperature·in·degrees·Celsius:	300	Let’s·create·a·simple·plot·of·2-m·air·temperature·in·degrees·Celsius:
301	[3]:	301	[3]:
302	ds·=·ds·-·273.15	302	ds·=·ds·-·273.15
303	ds.t2m[0].plot(cmap=plt.cm.coolwarm)	303	ds.t2m[0].plot(cmap=plt.cm.coolwarm)
304	---------------------------------------------------------------------------	304	---------------------------------------------------------------------------
305	NameError·································Traceback·(most·recent·call·last)	305	NameError·································Traceback·(most·recent·call·last)
Offset 335, 15 lines modified		Offset 335, 15 lines modified
335	·····10·plt.title("ERA5·-·2m·temperature·British·Isles·March·2019")	335	·····10·plt.title("ERA5·-·2m·temperature·British·Isles·March·2019")

336	NameError:·name·'ds'·is·not·defined	336	NameError:·name·'ds'·is·not·defined
337	/usr/lib/python3/dist-packages/cartopy/io/__init__.py:241:·DownloadWarning:	337	/usr/lib/python3/dist-packages/cartopy/io/__init__.py:241:·DownloadWarning:
338	Downloading:·https://naturalearth.s3.amazonaws.com/10m_physical/	338	Downloading:·https://naturalearth.s3.amazonaws.com/10m_physical/
339	ne_10m_coastline.zip	339	ne_10m_coastline.zip
340	··warnings.warn(f'Downloading:·{url}',·DownloadWarning)	340	··warnings.warn(f'Downloading:·{url}',·DownloadWarning)
341	Error·in·callback·<function·_draw_all_if_interactive·at·0xffff~~6cf3~~40e0>·(for	341	Error·in·callback·<function·_draw_all_if_interactive·at·0xffff4b4c40e0>·(for
342	post_execute),·with·arguments·args·(),kwargs·{}:	342	post_execute),·with·arguments·args·(),kwargs·{}:
343	---------------------------------------------------------------------------	343	---------------------------------------------------------------------------
344	gaierror··································Traceback·(most·recent·call·last)	344	gaierror··································Traceback·(most·recent·call·last)
345	File·/usr/lib/python3.13/urllib/request.py:1319,·in·AbstractHTTPHandler.do_open	345	File·/usr/lib/python3.13/urllib/request.py:1319,·in·AbstractHTTPHandler.do_open
346	(self,·http_class,·req,·**http_conn_args)	346	(self,·http_class,·req,·**http_conn_args)
347	···1318·try:	347	···1318·try:
348	->·1319·····h.request(req.get_method(),·req.selector,·req.data,·headers,	348	->·1319·····h.request(req.get_method(),·req.selector,·req.data,·headers,


Offset 2379, 15 lines modified		Offset 2379, 15 lines modified
000094a0:·2f73·7061·6e3e·2065·3a0a·0a3c·7370·616e··/span>·e:..<span		000094a0:·2f73·7061·6e3e·2065·3a0a·0a3c·7370·616e··/span>·e:..<span
000094b0:·2063·6c61·7373·3d22·616e·7369·2d72·6564···class="ansi-red		000094b0:·2063·6c61·7373·3d22·616e·7369·2d72·6564···class="ansi-red
000094c0:·2d66·6722·3e4e·616d·6552·6573·6f6c·7574··-fg">NameResolut		000094c0:·2d66·6722·3e4e·616d·6552·6573·6f6c·7574··-fg">NameResolut
000094d0:·696f·6e45·7272·6f72·3c2f·7370·616e·3e3a··ionError</span>:		000094d0:·696f·6e45·7272·6f72·3c2f·7370·616e·3e3a··ionError</span>:
000094e0:·2026·6c74·3b75·726c·6c69·6233·2e63·6f6e···<urllib3.con		000094e0:·2026·6c74·3b75·726c·6c69·6233·2e63·6f6e···<urllib3.con
000094f0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon		000094f0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon
00009500:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a		00009500:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a
00009510:·7420·3078·6666·6666·3662·3064·6332·6630··t·0xffff6b0dc2f0		00009510:·7420·3078·6666·6666·3632·3035·3832·6630··t·0xffff620582f0
00009520:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·		00009520:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·
00009530:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git		00009530:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git
00009540:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E		00009540:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E
00009550:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora		00009550:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora
00009560:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na		00009560:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na
00009570:·6d65·2072·6573·6f6c·7574·696f·6e29·0a0a··me·resolution)..		00009570:·6d65·2072·6573·6f6c·7574·696f·6e29·0a0a··me·resolution)..
00009580:·5468·6520·6162·6f76·6520·6578·6365·7074··The·above·except		00009580:·5468·6520·6162·6f76·6520·6578·6365·7074··The·above·except
Offset 2960, 15 lines modified		Offset 2960, 15 lines modified
0000b8f0:·7461·2f72·6177·2f6d·6173·7465·722f·524f··ta/raw/master/RO		0000b8f0:·7461·2f72·6177·2f6d·6173·7465·722f·524f··ta/raw/master/RO
0000b900:·4d53·5f65·7861·6d70·6c65·2e6e·6320·2843··MS_example.nc·(C		0000b900:·4d53·5f65·7861·6d70·6c65·2e6e·6320·2843··MS_example.nc·(C
0000b910:·6175·7365·6420·6279·204e·616d·6552·6573··aused·by·NameRes		0000b910:·6175·7365·6420·6279·204e·616d·6552·6573··aused·by·NameRes
0000b920:·6f6c·7574·696f·6e45·7272·6f72·2826·2333··olutionError(&#3		0000b920:·6f6c·7574·696f·6e45·7272·6f72·2826·2333··olutionError(&#3
0000b930:·343b·266c·743b·7572·6c6c·6962·332e·636f··4;<urllib3.co		0000b930:·343b·266c·743b·7572·6c6c·6962·332e·636f··4;<urllib3.co
0000b940:·6e6e·6563·7469·6f6e·2e48·5454·5053·436f··nnection.HTTPSCo		0000b940:·6e6e·6563·7469·6f6e·2e48·5454·5053·436f··nnection.HTTPSCo
0000b950:·6e6e·6563·7469·6f6e·206f·626a·6563·7420··nnection·object·		0000b950:·6e6e·6563·7469·6f6e·206f·626a·6563·7420··nnection·object·
0000b960:·6174·2030·7866·6666·6636·6230·~~6463~~·3266··at·0xffff6b0dc2f		0000b960:·6174·2030·7866·6666·6636·3230·3538·3266··at·0xffff620582f
0000b970:·3026·6774·3b3a·2046·6169·6c65·6420·746f··0>:·Failed·to		0000b970:·3026·6774·3b3a·2046·6169·6c65·6420·746f··0>:·Failed·to
0000b980:·2072·6573·6f6c·7665·2026·2333·393b·6769···resolve·'gi		0000b980:·2072·6573·6f6c·7665·2026·2333·393b·6769···resolve·'gi
0000b990:·7468·7562·2e63·6f6d·2623·3339·3b20·285b··thub.com'·([		0000b990:·7468·7562·2e63·6f6d·2623·3339·3b20·285b··thub.com'·([
0000b9a0:·4572·726e·6f20·2d33·5d20·5465·6d70·6f72··Errno·-3]·Tempor		0000b9a0:·4572·726e·6f20·2d33·5d20·5465·6d70·6f72··Errno·-3]·Tempor
0000b9b0:·6172·7920·6661·696c·7572·6520·696e·206e··ary·failure·in·n		0000b9b0:·6172·7920·6661·696c·7572·6520·696e·206e··ary·failure·in·n
0000b9c0:·616d·6520·7265·736f·6c75·7469·6f6e·2926··ame·resolution)&		0000b9c0:·616d·6520·7265·736f·6c75·7469·6f6e·2926··ame·resolution)&
0000b9d0:·2333·343b·2929·0a0a·4475·7269·6e67·2068··#34;))..During·h		0000b9d0:·2333·343b·2929·0a0a·4475·7269·6e67·2068··#34;))..During·h
Offset 4266, 15 lines modified		Offset 4266, 15 lines modified
00010a90:·6174·612f·7261·772f·6d61·7374·6572·2f52··ata/raw/master/R		00010a90:·6174·612f·7261·772f·6d61·7374·6572·2f52··ata/raw/master/R
00010aa0:·4f4d·535f·6578·616d·706c·652e·6e63·2028··OMS_example.nc·(		00010aa0:·4f4d·535f·6578·616d·706c·652e·6e63·2028··OMS_example.nc·(
00010ab0:·4361·7573·6564·2062·7920·4e61·6d65·5265··Caused·by·NameRe		00010ab0:·4361·7573·6564·2062·7920·4e61·6d65·5265··Caused·by·NameRe
00010ac0:·736f·6c75·7469·6f6e·4572·726f·7228·2623··solutionError(&#		00010ac0:·736f·6c75·7469·6f6e·4572·726f·7228·2623··solutionError(&#
00010ad0:·3334·3b26·6c74·3b75·726c·6c69·6233·2e63··34;<urllib3.c		00010ad0:·3334·3b26·6c74·3b75·726c·6c69·6233·2e63··34;<urllib3.c
00010ae0:·6f6e·6e65·6374·696f·6e2e·4854·5450·5343··onnection.HTTPSC		00010ae0:·6f6e·6e65·6374·696f·6e2e·4854·5450·5343··onnection.HTTPSC
00010af0:·6f6e·6e65·6374·696f·6e20·6f62·6a65·6374··onnection·object		00010af0:·6f6e·6e65·6374·696f·6e20·6f62·6a65·6374··onnection·object
00010b00:·2061·7420·3078·6666·6666·3662·3064·6332···at·0xffff6b0dc2		00010b00:·2061·7420·3078·6666·6666·3632·3035·3832···at·0xffff620582
00010b10:·6630·2667·743b·3a20·4661·696c·6564·2074··f0>:·Failed·t		00010b10:·6630·2667·743b·3a20·4661·696c·6564·2074··f0>:·Failed·t
00010b20:·6f20·7265·736f·6c76·6520·2623·3339·3b67··o·resolve·'g		00010b20:·6f20·7265·736f·6c76·6520·2623·3339·3b67··o·resolve·'g
00010b30:·6974·6875·622e·636f·6d26·2333·393b·2028··ithub.com'·(		00010b30:·6974·6875·622e·636f·6d26·2333·393b·2028··ithub.com'·(
00010b40:·5b45·7272·6e6f·202d·335d·2054·656d·706f··[Errno·-3]·Tempo		00010b40:·5b45·7272·6e6f·202d·335d·2054·656d·706f··[Errno·-3]·Tempo
00010b50:·7261·7279·2066·6169·6c75·7265·2069·6e20··rary·failure·in·		00010b50:·7261·7279·2066·6169·6c75·7265·2069·6e20··rary·failure·in·
00010b60:·6e61·6d65·2072·6573·6f6c·7574·696f·6e29··name·resolution)		00010b60:·6e61·6d65·2072·6573·6f6c·7574·696f·6e29··name·resolution)
00010b70:·2623·3334·3b29·290a·3c2f·7072·653e·3c2f··")).</pre></		00010b70:·2623·3334·3b29·290a·3c2f·7072·653e·3c2f··")).</pre></


Offset 170, 15 lines modified		Offset 170, 15 lines modified
170	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	170	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
171	HTTPConnection._new_conn(self)	171	HTTPConnection._new_conn(self)
172	····204·except·socket.gaierror·as·e:	172	····204·except·socket.gaierror·as·e:
173	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	173	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
174	····206·except·SocketTimeout·as·e:	174	····206·except·SocketTimeout·as·e:

175	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	175	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
176	0xffff6b0dc2f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	176	0xffff620582f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
177	in·name·resolution)	177	in·name·resolution)

178	The·above·exception·was·the·direct·cause·of·the·following·exception:	178	The·above·exception·was·the·direct·cause·of·the·following·exception:

179	MaxRetryError·····························Traceback·(most·recent·call·last)	179	MaxRetryError·····························Traceback·(most·recent·call·last)
180	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	180	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
181	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	181	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 214, 15 lines modified		Offset 214, 15 lines modified
214	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	214	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
215	[arg-type]	215	[arg-type]
216	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	216	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

217	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	217	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
218	exceeded·with·url:·/pydata/xarray-data/raw/master/ROMS_example.nc·(Caused·by	218	exceeded·with·url:·/pydata/xarray-data/raw/master/ROMS_example.nc·(Caused·by
219	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	219	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
220	0xffff6b0dc2f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	220	0xffff620582f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
221	in·name·resolution)"))	221	in·name·resolution)"))

222	During·handling·of·the·above·exception,·another·exception·occurred:	222	During·handling·of·the·above·exception,·another·exception·occurred:

223	ConnectionError···························Traceback·(most·recent·call·last)	223	ConnectionError···························Traceback·(most·recent·call·last)
224	Cell·In[2],·line·2	224	Cell·In[2],·line·2
225	······1·#·load·in·the·file	225	······1·#·load·in·the·file
Offset 324, 15 lines modified		Offset 324, 15 lines modified
324	-->·700·····raise·ConnectionError(e,·request=request)	324	-->·700·····raise·ConnectionError(e,·request=request)
325	····702·except·ClosedPoolError·as·e:	325	····702·except·ClosedPoolError·as·e:
326	····703·····raise·ConnectionError(e,·request=request)	326	····703·····raise·ConnectionError(e,·request=request)

327	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	327	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
328	exceeded·with·url:·/pydata/xarray-data/raw/master/ROMS_example.nc·(Caused·by	328	exceeded·with·url:·/pydata/xarray-data/raw/master/ROMS_example.nc·(Caused·by
329	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	329	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
330	0xffff6b0dc2f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	330	0xffff620582f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
331	in·name·resolution)"))	331	in·name·resolution)"))
332	\x8\x8\x8\x8\x8·A\x8Ad\x8dd\x8d·a\x8a·l\x8la\x8az\x8zi\x8il\x8ll\x8ly\x8y·c\x8ca\x8al\x8lc\x8cu\x8ul\x8la\x8at\x8te\x8ed\x8d·v\x8ve\x8er\x8rt\x8ti\x8ic\x8ca\x8al\x8l·c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	332	\x8\x8\x8\x8\x8·A\x8Ad\x8dd\x8d·a\x8a·l\x8la\x8az\x8zi\x8il\x8ll\x8ly\x8y·c\x8ca\x8al\x8lc\x8cu\x8ul\x8la\x8at\x8te\x8ed\x8d·v\x8ve\x8er\x8rt\x8ti\x8ic\x8ca\x8al\x8l·c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
333	Write·equations·to·calculate·the·vertical·coordinate.·These·will·be·only	333	Write·equations·to·calculate·the·vertical·coordinate.·These·will·be·only
334	evaluated·when·data·is·requested.·Information·about·the·ROMS·vertical	334	evaluated·when·data·is·requested.·Information·about·the·ROMS·vertical
335	coordinate·can·be·found·(here)[_\x8h_\x8t_\x8t_\x8p_\x8s_\x8:_\x8/_\x8/_\x8w_\x8w_\x8w_\x8._\x8m_\x8y_\x8r_\x8o_\x8m_\x8s_\x8._\x8o_\x8r_\x8g_\x8/_\x8w_\x8i_\x8k_\x8i_\x8/_\x8V_\x8e_\x8r_\x8t_\x8i_\x8c_\x8a_\x8l_\x8__\x8S_\x8-	335	coordinate·can·be·found·(here)[_\x8h_\x8t_\x8t_\x8p_\x8s_\x8:_\x8/_\x8/_\x8w_\x8w_\x8w_\x8._\x8m_\x8y_\x8r_\x8o_\x8m_\x8s_\x8._\x8o_\x8r_\x8g_\x8/_\x8w_\x8i_\x8k_\x8i_\x8/_\x8V_\x8e_\x8r_\x8t_\x8i_\x8c_\x8a_\x8l_\x8__\x8S_\x8-
336	_\x8c_\x8o_\x8o_\x8r_\x8d_\x8i_\x8n_\x8a_\x8t_\x8e]	336	_\x8c_\x8o_\x8o_\x8r_\x8d_\x8i_\x8n_\x8a_\x8t_\x8e]
337	In·short,·for·Vtransform==2·as·used·in·this·example,	337	In·short,·for·Vtransform==2·as·used·in·this·example,


Offset 2324, 15 lines modified		Offset 2324, 15 lines modified
00009130:·6e3e·2065·3a0a·0a3c·7370·616e·2063·6c61··n>·e:..<span·cla		00009130:·6e3e·2065·3a0a·0a3c·7370·616e·2063·6c61··n>·e:..<span·cla
00009140:·7373·3d22·616e·7369·2d72·6564·2d66·6722··ss="ansi-red-fg"		00009140:·7373·3d22·616e·7369·2d72·6564·2d66·6722··ss="ansi-red-fg"
00009150:·3e4e·616d·6552·6573·6f6c·7574·696f·6e45··>NameResolutionE		00009150:·3e4e·616d·6552·6573·6f6c·7574·696f·6e45··>NameResolutionE
00009160:·7272·6f72·3c2f·7370·616e·3e3a·2026·6c74··rror</span>:·&lt		00009160:·7272·6f72·3c2f·7370·616e·3e3a·2026·6c74··rror</span>:·&lt
00009170:·3b75·726c·6c69·6233·2e63·6f6e·6e65·6374··;urllib3.connect		00009170:·3b75·726c·6c69·6233·2e63·6f6e·6e65·6374··;urllib3.connect
00009180:·696f·6e2e·4854·5450·5343·6f6e·6e65·6374··ion.HTTPSConnect		00009180:·696f·6e2e·4854·5450·5343·6f6e·6e65·6374··ion.HTTPSConnect
00009190:·696f·6e20·6f62·6a65·6374·2061·7420·3078··ion·object·at·0x		00009190:·696f·6e20·6f62·6a65·6374·2061·7420·3078··ion·object·at·0x
000091a0:·6666·6666·3~~665~~·~~3232~~·3261·3530·2667·743b··ffff~~6e22~~2a50>		000091a0:·6666·6666·3534·6566·3261·3530·2667·743b··ffff54ef2a50>
000091b0:·3a20·4661·696c·6564·2074·6f20·7265·736f··:·Failed·to·reso		000091b0:·3a20·4661·696c·6564·2074·6f20·7265·736f··:·Failed·to·reso
000091c0:·6c76·6520·2623·3339·3b67·6974·6875·622e··lve·'github.		000091c0:·6c76·6520·2623·3339·3b67·6974·6875·622e··lve·'github.
000091d0:·636f·6d26·2333·393b·2028·5b45·7272·6e6f··com'·([Errno		000091d0:·636f·6d26·2333·393b·2028·5b45·7272·6e6f··com'·([Errno
000091e0:·202d·335d·2054·656d·706f·7261·7279·2066···-3]·Temporary·f		000091e0:·202d·335d·2054·656d·706f·7261·7279·2066···-3]·Temporary·f
000091f0:·6169·6c75·7265·2069·6e20·6e61·6d65·2072··ailure·in·name·r		000091f0:·6169·6c75·7265·2069·6e20·6e61·6d65·2072··ailure·in·name·r
00009200:·6573·6f6c·7574·696f·6e29·0a0a·5468·6520··esolution)..The·		00009200:·6573·6f6c·7574·696f·6e29·0a0a·5468·6520··esolution)..The·
00009210:·6162·6f76·6520·6578·6365·7074·696f·6e20··above·exception·		00009210:·6162·6f76·6520·6578·6365·7074·696f·6e20··above·exception·
Offset 2905, 15 lines modified		Offset 2905, 15 lines modified
0000b580:·6177·2f6d·6173·7465·722f·6169·725f·7465··aw/master/air_te		0000b580:·6177·2f6d·6173·7465·722f·6169·725f·7465··aw/master/air_te
0000b590:·6d70·6572·6174·7572·652e·6e63·2028·4361··mperature.nc·(Ca		0000b590:·6d70·6572·6174·7572·652e·6e63·2028·4361··mperature.nc·(Ca
0000b5a0:·7573·6564·2062·7920·4e61·6d65·5265·736f··used·by·NameReso		0000b5a0:·7573·6564·2062·7920·4e61·6d65·5265·736f··used·by·NameReso
0000b5b0:·6c75·7469·6f6e·4572·726f·7228·2623·3334··lutionError(&#34		0000b5b0:·6c75·7469·6f6e·4572·726f·7228·2623·3334··lutionError(&#34
0000b5c0:·3b26·6c74·3b75·726c·6c69·6233·2e63·6f6e··;<urllib3.con		0000b5c0:·3b26·6c74·3b75·726c·6c69·6233·2e63·6f6e··;<urllib3.con
0000b5d0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon		0000b5d0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon
0000b5e0:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a		0000b5e0:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a
0000b5f0:·7420·3078·6666·6666·3~~665~~·~~3232~~·3261·3530··t·0xffff~~6e22~~2a50		0000b5f0:·7420·3078·6666·6666·3534·6566·3261·3530··t·0xffff54ef2a50
0000b600:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·		0000b600:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·
0000b610:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git		0000b610:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git
0000b620:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E		0000b620:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E
0000b630:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora		0000b630:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora
0000b640:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na		0000b640:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na
0000b650:·6d65·2072·6573·6f6c·7574·696f·6e29·2623··me·resolution)&#		0000b650:·6d65·2072·6573·6f6c·7574·696f·6e29·2623··me·resolution)&#
0000b660:·3334·3b29·290a·0a44·7572·696e·6720·6861··34;))..During·ha		0000b660:·3334·3b29·290a·0a44·7572·696e·6720·6861··34;))..During·ha
Offset 4387, 15 lines modified		Offset 4387, 15 lines modified
00011220:·7461·2f72·6177·2f6d·6173·7465·722f·6169··ta/raw/master/ai		00011220:·7461·2f72·6177·2f6d·6173·7465·722f·6169··ta/raw/master/ai
00011230:·725f·7465·6d70·6572·6174·7572·652e·6e63··r_temperature.nc		00011230:·725f·7465·6d70·6572·6174·7572·652e·6e63··r_temperature.nc
00011240:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name		00011240:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name
00011250:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(		00011250:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(
00011260:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3		00011260:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3
00011270:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP		00011270:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP
00011280:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje		00011280:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje
00011290:·6374·2061·7420·3078·6666·6666·3~~665~~·~~3232~~··ct·at·0xffff~~6e22~~		00011290:·6374·2061·7420·3078·6666·6666·3534·6566··ct·at·0xffff54ef
000112a0:·3261·3530·2667·743b·3a20·4661·696c·6564··2a50>:·Failed		000112a0:·3261·3530·2667·743b·3a20·4661·696c·6564··2a50>:·Failed
000112b0:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39		000112b0:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39
000112c0:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'		000112c0:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'
000112d0:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem		000112d0:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem
000112e0:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i		000112e0:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i
000112f0:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio		000112f0:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio
00011300:·6e29·2623·3334·3b29·290a·3c2f·7072·653e··n)")).</pre>		00011300:·6e29·2623·3334·3b29·290a·3c2f·7072·653e··n)")).</pre>


Offset 148, 15 lines modified		Offset 148, 15 lines modified
148	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	148	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
149	HTTPConnection._new_conn(self)	149	HTTPConnection._new_conn(self)
150	····204·except·socket.gaierror·as·e:	150	····204·except·socket.gaierror·as·e:
151	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	151	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
152	····206·except·SocketTimeout·as·e:	152	····206·except·SocketTimeout·as·e:

153	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	153	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
154	0xffff~~6e22~~2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	154	0xffff54ef2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
155	in·name·resolution)	155	in·name·resolution)

156	The·above·exception·was·the·direct·cause·of·the·following·exception:	156	The·above·exception·was·the·direct·cause·of·the·following·exception:

157	MaxRetryError·····························Traceback·(most·recent·call·last)	157	MaxRetryError·····························Traceback·(most·recent·call·last)
158	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	158	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
159	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	159	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 192, 15 lines modified		Offset 192, 15 lines modified
192	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	192	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
193	[arg-type]	193	[arg-type]
194	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	194	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

195	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	195	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
196	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	196	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
197	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	197	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
198	0xffff~~6e22~~2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	198	0xffff54ef2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
199	in·name·resolution)"))	199	in·name·resolution)"))

200	During·handling·of·the·above·exception,·another·exception·occurred:	200	During·handling·of·the·above·exception,·another·exception·occurred:

201	ConnectionError···························Traceback·(most·recent·call·last)	201	ConnectionError···························Traceback·(most·recent·call·last)
202	Cell·In[1],·line·7	202	Cell·In[1],·line·7
203	······2·import·numpy·as·np	203	······2·import·numpy·as·np
Offset 316, 15 lines modified		Offset 316, 15 lines modified
316	-->·700·····raise·ConnectionError(e,·request=request)	316	-->·700·····raise·ConnectionError(e,·request=request)
317	····702·except·ClosedPoolError·as·e:	317	····702·except·ClosedPoolError·as·e:
318	····703·····raise·ConnectionError(e,·request=request)	318	····703·····raise·ConnectionError(e,·request=request)

319	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	319	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
320	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	320	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
321	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	321	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
322	0xffff~~6e22~~2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	322	0xffff54ef2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
323	in·name·resolution)"))	323	in·name·resolution)"))
324	The·function·we·will·apply·is·np.interp·which·expects·1D·numpy·arrays.·This	324	The·function·we·will·apply·is·np.interp·which·expects·1D·numpy·arrays.·This
325	functionality·is·already·implemented·in·xarray·so·we·use·that·capability·to	325	functionality·is·already·implemented·in·xarray·so·we·use·that·capability·to
326	make·sure·we·are·not·making·mistakes.	326	make·sure·we·are·not·making·mistakes.
327	[2]:	327	[2]:
328	newlat·=·np.linspace(15,·75,·100)	328	newlat·=·np.linspace(15,·75,·100)
329	air.interp(lat=newlat)	329	air.interp(lat=newlat)


Offset 587, 15 lines modified		Offset 587, 15 lines modified
587	<span·class="ansi-green-intense-fg·ansi-bold">····705</span>·server_hostname:·<span·style="color:·rgb(0,135,0)">str</span>·<span·style="color:·rgb(98,98,98)">=</span>·<span·style="color:·rgb(0,135,0)">self</span><span·style="color:·rgb(98,98,98)">.</span>host	587	<span·class="ansi-green-intense-fg·ansi-bold">····705</span>·server_hostname:·<span·style="color:·rgb(0,135,0)">str</span>·<span·style="color:·rgb(98,98,98)">=</span>·<span·style="color:·rgb(0,135,0)">self</span><span·style="color:·rgb(98,98,98)">.</span>host

588	File·<span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py:205</span>,·in·<span·class="ansi-cyan-fg">HTTPConnection._new_conn</span><span·class="ansi-blue-fg">(self)</span>	588	File·<span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py:205</span>,·in·<span·class="ansi-cyan-fg">HTTPConnection._new_conn</span><span·class="ansi-blue-fg">(self)</span>
589	<span·class="ansi-green-intense-fg·ansi-bold">····204</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">except</span>·socket<span·style="color:·rgb(98,98,98)">.</span>gaierror·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">as</span>·e:	589	<span·class="ansi-green-intense-fg·ansi-bold">····204</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">except</span>·socket<span·style="color:·rgb(98,98,98)">.</span>gaierror·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">as</span>·e:
590	<span·class="ansi-green-fg">-->·205</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·NameResolutionError(<span·style="color:·rgb(0,135,0)">self</span><span·style="color:·rgb(98,98,98)">.</span>host,·<span·style="color:·rgb(0,135,0)">self</span>,·e)·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">from</span>·<span·class="ansi-bold"·style="color:·rgb(0,0,255)">e</span>	590	<span·class="ansi-green-fg">-->·205</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·NameResolutionError(<span·style="color:·rgb(0,135,0)">self</span><span·style="color:·rgb(98,98,98)">.</span>host,·<span·style="color:·rgb(0,135,0)">self</span>,·e)·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">from</span>·<span·class="ansi-bold"·style="color:·rgb(0,0,255)">e</span>
591	<span·class="ansi-green-intense-fg·ansi-bold">····206</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">except</span>·SocketTimeout·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">as</span>·e:	591	<span·class="ansi-green-intense-fg·ansi-bold">····206</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">except</span>·SocketTimeout·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">as</span>·e:

592	<span·class="ansi-red-fg">NameResolutionError</span>:·<urllib3.connection.HTTPSConnection·object·at·0xffff~~4d39~~4d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)	592	<span·class="ansi-red-fg">NameResolutionError</span>:·<urllib3.connection.HTTPSConnection·object·at·0xffff3c414d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)

593	The·above·exception·was·the·direct·cause·of·the·following·exception:	593	The·above·exception·was·the·direct·cause·of·the·following·exception:

594	<span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)	594	<span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
595	File·<span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py:667</span>,·in·<span·class="ansi-cyan-fg">HTTPAdapter.send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>	595	File·<span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py:667</span>,·in·<span·class="ansi-cyan-fg">HTTPAdapter.send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
596	<span·class="ansi-green-intense-fg·ansi-bold">····666</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">try</span>:	596	<span·class="ansi-green-intense-fg·ansi-bold">····666</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">try</span>:
597	<span·class="ansi-green-fg">-->·667</span>·····resp·<span·style="color:·rgb(98,98,98)">=</span>·<span·class="ansi-yellow-bg">conn</span><span·class="ansi-yellow-bg"·style="color:·rgb(98,98,98)">.</span><span·class="ansi-yellow-bg">urlopen</span><span·class="ansi-yellow-bg">(</span>	597	<span·class="ansi-green-fg">-->·667</span>·····resp·<span·style="color:·rgb(98,98,98)">=</span>·<span·class="ansi-yellow-bg">conn</span><span·class="ansi-yellow-bg"·style="color:·rgb(98,98,98)">.</span><span·class="ansi-yellow-bg">urlopen</span><span·class="ansi-yellow-bg">(</span>
Offset 621, 15 lines modified		Offset 621, 15 lines modified
621	<span·class="ansi-green-intense-fg·ansi-bold">····844</span>·retries<span·style="color:·rgb(98,98,98)">.</span>sleep()	621	<span·class="ansi-green-intense-fg·ansi-bold">····844</span>·retries<span·style="color:·rgb(98,98,98)">.</span>sleep()

622	File·<span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py:519</span>,·in·<span·class="ansi-cyan-fg">Retry.increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>	622	File·<span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py:519</span>,·in·<span·class="ansi-cyan-fg">Retry.increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
623	<span·class="ansi-green-intense-fg·ansi-bold">····518</span>·····reason·<span·style="color:·rgb(98,98,98)">=</span>·error·<span·class="ansi-bold"·style="color:·rgb(175,0,255)">or</span>·ResponseError(cause)	623	<span·class="ansi-green-intense-fg·ansi-bold">····518</span>·····reason·<span·style="color:·rgb(98,98,98)">=</span>·error·<span·class="ansi-bold"·style="color:·rgb(175,0,255)">or</span>·ResponseError(cause)
624	<span·class="ansi-green-fg">-->·519</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·MaxRetryError(_pool,·url,·reason)·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">from</span>·<span·class="ansi-bold"·style="color:·rgb(0,0,255)">reason</span>··<span·style="color:·rgb(95,135,135)">#·type:·ignore[arg-type]</span>	624	<span·class="ansi-green-fg">-->·519</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·MaxRetryError(_pool,·url,·reason)·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">from</span>·<span·class="ansi-bold"·style="color:·rgb(0,0,255)">reason</span>··<span·style="color:·rgb(95,135,135)">#·type:·ignore[arg-type]</span>
625	<span·class="ansi-green-intense-fg·ansi-bold">····521</span>·log<span·style="color:·rgb(98,98,98)">.</span>debug(<span·style="color:·rgb(175,0,0)">"</span><span·style="color:·rgb(175,0,0)">Incremented·Retry·for·(url=</span><span·style="color:·rgb(175,0,0)">'</span><span·class="ansi-bold"·style="color:·rgb(175,95,135)">%s</span><span·style="color:·rgb(175,0,0)">'</span><span·style="color:·rgb(175,0,0)">):·</span><span·class="ansi-bold"·style="color:·rgb(175,95,135)">%r</span><span·style="color:·rgb(175,0,0)">"</span>,·url,·new_retry)	625	<span·class="ansi-green-intense-fg·ansi-bold">····521</span>·log<span·style="color:·rgb(98,98,98)">.</span>debug(<span·style="color:·rgb(175,0,0)">"</span><span·style="color:·rgb(175,0,0)">Incremented·Retry·for·(url=</span><span·style="color:·rgb(175,0,0)">'</span><span·class="ansi-bold"·style="color:·rgb(175,95,135)">%s</span><span·style="color:·rgb(175,0,0)">'</span><span·style="color:·rgb(175,0,0)">):·</span><span·class="ansi-bold"·style="color:·rgb(175,95,135)">%r</span><span·style="color:·rgb(175,0,0)">"</span>,·url,·new_retry)

626	<span·class="ansi-red-fg">MaxRetryError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~4d39~~4d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))	626	<span·class="ansi-red-fg">MaxRetryError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff3c414d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))

627	During·handling·of·the·above·exception,·another·exception·occurred:	627	During·handling·of·the·above·exception,·another·exception·occurred:

628	<span·class="ansi-red-fg">ConnectionError</span>···························Traceback·(most·recent·call·last)	628	<span·class="ansi-red-fg">ConnectionError</span>···························Traceback·(most·recent·call·last)
629	Cell·<span·class="ansi-green-fg">In[2],·line·1</span>	629	Cell·<span·class="ansi-green-fg">In[2],·line·1</span>
630	<span·class="ansi-green-fg">---->·1</span>·ds·<span·style="color:·rgb(98,98,98)">=</span>·<span·class="ansi-yellow-bg">xr</span><span·class="ansi-yellow-bg"·style="color:·rgb(98,98,98)">.</span><span·class="ansi-yellow-bg">tutorial</span><span·class="ansi-yellow-bg"·style="color:·rgb(98,98,98)">.</span><span·class="ansi-yellow-bg">load_dataset</span><span·class="ansi-yellow-bg">(</span><span·class="ansi-yellow-bg"·style="color:·rgb(175,0,0)">"</span><span·class="ansi-yellow-bg"·style="color:·rgb(175,0,0)">air_temperature</span><span·class="ansi-yellow-bg"·style="color:·rgb(175,0,0)">"</span><span·class="ansi-yellow-bg">)</span>	630	<span·class="ansi-green-fg">---->·1</span>·ds·<span·style="color:·rgb(98,98,98)">=</span>·<span·class="ansi-yellow-bg">xr</span><span·class="ansi-yellow-bg"·style="color:·rgb(98,98,98)">.</span><span·class="ansi-yellow-bg">tutorial</span><span·class="ansi-yellow-bg"·style="color:·rgb(98,98,98)">.</span><span·class="ansi-yellow-bg">load_dataset</span><span·class="ansi-yellow-bg">(</span><span·class="ansi-yellow-bg"·style="color:·rgb(175,0,0)">"</span><span·class="ansi-yellow-bg"·style="color:·rgb(175,0,0)">air_temperature</span><span·class="ansi-yellow-bg"·style="color:·rgb(175,0,0)">"</span><span·class="ansi-yellow-bg">)</span>
631	<span·class="ansi-green-intense-fg·ansi-bold">······3</span>·<span·style="color:·rgb(95,135,135)">#·to·celsius</span>	631	<span·class="ansi-green-intense-fg·ansi-bold">······3</span>·<span·style="color:·rgb(95,135,135)">#·to·celsius</span>
Offset 720, 15 lines modified		Offset 720, 15 lines modified
720	<span·class="ansi-green-intense-fg·ansi-bold">····696</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">if</span>·<span·style="color:·rgb(0,135,0)">isinstance</span>(e<span·style="color:·rgb(98,98,98)">.</span>reason,·_SSLError):	720	<span·class="ansi-green-intense-fg·ansi-bold">····696</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">if</span>·<span·style="color:·rgb(0,135,0)">isinstance</span>(e<span·style="color:·rgb(98,98,98)">.</span>reason,·_SSLError):
721	<span·class="ansi-green-intense-fg·ansi-bold">····697</span>·········<span·style="color:·rgb(95,135,135)">#·This·branch·is·for·urllib3·v1.22·and·later.</span>	721	<span·class="ansi-green-intense-fg·ansi-bold">····697</span>·········<span·style="color:·rgb(95,135,135)">#·This·branch·is·for·urllib3·v1.22·and·later.</span>
722	<span·class="ansi-green-intense-fg·ansi-bold">····698</span>·········<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·SSLError(e,·request<span·style="color:·rgb(98,98,98)">=</span>request)	722	<span·class="ansi-green-intense-fg·ansi-bold">····698</span>·········<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·SSLError(e,·request<span·style="color:·rgb(98,98,98)">=</span>request)
723	<span·class="ansi-green-fg">-->·700</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·<span·class="ansi-bold"·style="color:·rgb(215,95,95)">ConnectionError</span>(e,·request<span·style="color:·rgb(98,98,98)">=</span>request)	723	<span·class="ansi-green-fg">-->·700</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·<span·class="ansi-bold"·style="color:·rgb(215,95,95)">ConnectionError</span>(e,·request<span·style="color:·rgb(98,98,98)">=</span>request)
724	<span·class="ansi-green-intense-fg·ansi-bold">····702</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">except</span>·ClosedPoolError·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">as</span>·e:	724	<span·class="ansi-green-intense-fg·ansi-bold">····702</span>·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">except</span>·ClosedPoolError·<span·class="ansi-bold"·style="color:·rgb(0,135,0)">as</span>·e:
725	<span·class="ansi-green-intense-fg·ansi-bold">····703</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·<span·class="ansi-bold"·style="color:·rgb(215,95,95)">ConnectionError</span>(e,·request<span·style="color:·rgb(98,98,98)">=</span>request)	725	<span·class="ansi-green-intense-fg·ansi-bold">····703</span>·····<span·class="ansi-bold"·style="color:·rgb(0,135,0)">raise</span>·<span·class="ansi-bold"·style="color:·rgb(215,95,95)">ConnectionError</span>(e,·request<span·style="color:·rgb(98,98,98)">=</span>request)

726	<span·class="ansi-red-fg">ConnectionError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~4d39~~4d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))	726	<span·class="ansi-red-fg">ConnectionError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff3c414d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))
727	</pre></div></div>	727	</pre></div></div>
728	</div>	728	</div>
729	<p>Plot·the·first·timestep:</p>	729	<p>Plot·the·first·timestep:</p>
730	<div·class="nbinput·docutils·container">	730	<div·class="nbinput·docutils·container">
731	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[3]:	731	<div·class="prompt·highlight-none·notranslate"><div·class="highlight"><pre><span></span>[3]:
732	</pre></div>	732	</pre></div>
733	</div>	733	</div>


Offset 151, 15 lines modified		Offset 151, 15 lines modified
151	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	151	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
152	HTTPConnection._new_conn(self)	152	HTTPConnection._new_conn(self)
153	····204·except·socket.gaierror·as·e:	153	····204·except·socket.gaierror·as·e:
154	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	154	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
155	····206·except·SocketTimeout·as·e:	155	····206·except·SocketTimeout·as·e:

156	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	156	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
157	0xffff~~4d39~~4d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	157	0xffff3c414d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
158	in·name·resolution)	158	in·name·resolution)

159	The·above·exception·was·the·direct·cause·of·the·following·exception:	159	The·above·exception·was·the·direct·cause·of·the·following·exception:

160	MaxRetryError·····························Traceback·(most·recent·call·last)	160	MaxRetryError·····························Traceback·(most·recent·call·last)
161	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	161	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
162	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	162	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 195, 15 lines modified		Offset 195, 15 lines modified
195	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	195	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
196	[arg-type]	196	[arg-type]
197	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	197	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

198	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	198	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
199	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	199	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
200	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	200	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
201	0xffff~~4d39~~4d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	201	0xffff3c414d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
202	in·name·resolution)"))	202	in·name·resolution)"))

203	During·handling·of·the·above·exception,·another·exception·occurred:	203	During·handling·of·the·above·exception,·another·exception·occurred:

204	ConnectionError···························Traceback·(most·recent·call·last)	204	ConnectionError···························Traceback·(most·recent·call·last)
205	Cell·In[2],·line·1	205	Cell·In[2],·line·1
206	---->·1·ds·=·xr.tutorial.load_dataset("air_temperature")	206	---->·1·ds·=·xr.tutorial.load_dataset("air_temperature")
Offset 314, 15 lines modified		Offset 314, 15 lines modified
314	-->·700·····raise·ConnectionError(e,·request=request)	314	-->·700·····raise·ConnectionError(e,·request=request)
315	····702·except·ClosedPoolError·as·e:	315	····702·except·ClosedPoolError·as·e:
316	····703·····raise·ConnectionError(e,·request=request)	316	····703·····raise·ConnectionError(e,·request=request)

317	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	317	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
318	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	318	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
319	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	319	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
320	0xffff~~4d39~~4d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	320	0xffff3c414d70>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
321	in·name·resolution)"))	321	in·name·resolution)"))
322	Plot·the·first·timestep:	322	Plot·the·first·timestep:
323	[3]:	323	[3]:
324	projection·=·ccrs.LambertConformal(central_longitude=-95,·central_latitude=45)	324	projection·=·ccrs.LambertConformal(central_longitude=-95,·central_latitude=45)

325	f,·ax·=·plt.subplots(subplot_kw=dict(projection=projection))	325	f,·ax·=·plt.subplots(subplot_kw=dict(projection=projection))


Offset 2155, 16 lines modified		Offset 2155, 16 lines modified
000086a0:·3029·223e·6173·3c2f·7370·616e·3e20·653a··0)">as</span>·e:		000086a0:·3029·223e·6173·3c2f·7370·616e·3e20·653a··0)">as</span>·e:
000086b0:·0a0a·3c73·7061·6e20·636c·6173·733d·2261··..<span·class="a		000086b0:·0a0a·3c73·7061·6e20·636c·6173·733d·2261··..<span·class="a
000086c0:·6e73·692d·7265·642d·6667·223e·4e61·6d65··nsi-red-fg">Name		000086c0:·6e73·692d·7265·642d·6667·223e·4e61·6d65··nsi-red-fg">Name
000086d0:·5265·736f·6c75·7469·6f6e·4572·726f·723c··ResolutionError<		000086d0:·5265·736f·6c75·7469·6f6e·4572·726f·723c··ResolutionError<
000086e0:·2f73·7061·6e3e·3a20·266c·743b·7572·6c6c··/span>:·<urll		000086e0:·2f73·7061·6e3e·3a20·266c·743b·7572·6c6c··/span>:·<urll
000086f0:·6962·332e·636f·6e6e·6563·7469·6f6e·2e48··ib3.connection.H		000086f0:·6962·332e·636f·6e6e·6563·7469·6f6e·2e48··ib3.connection.H
00008700:·5454·5053·436f·6e6e·6563·7469·6f6e·206f··TTPSConnection·o		00008700:·5454·5053·436f·6e6e·6563·7469·6f6e·206f··TTPSConnection·o
00008710:·626a·6563·7420·6174·2030·7866·6666·6634··bject·at·0xffff4		00008710:·626a·6563·7420·6174·2030·7866·6666·6636··bject·at·0xffff6
00008720:·3536·6432·6135·3026·6774·3b3a·2046·6169··~~56d~~2a50>:·Fai		00008720:·3331·6532·6135·3026·6774·3b3a·2046·6169··31e2a50>:·Fai
00008730:·6c65·6420·746f·2072·6573·6f6c·7665·2026··led·to·resolve·&		00008730:·6c65·6420·746f·2072·6573·6f6c·7665·2026··led·to·resolve·&
00008740:·2333·393b·6769·7468·7562·2e63·6f6d·2623··#39;github.com&#		00008740:·2333·393b·6769·7468·7562·2e63·6f6d·2623··#39;github.com&#
00008750:·3339·3b20·285b·4572·726e·6f20·2d33·5d20··39;·([Errno·-3]·		00008750:·3339·3b20·285b·4572·726e·6f20·2d33·5d20··39;·([Errno·-3]·
00008760:·5465·6d70·6f72·6172·7920·6661·696c·7572··Temporary·failur		00008760:·5465·6d70·6f72·6172·7920·6661·696c·7572··Temporary·failur
00008770:·6520·696e·206e·616d·6520·7265·736f·6c75··e·in·name·resolu		00008770:·6520·696e·206e·616d·6520·7265·736f·6c75··e·in·name·resolu
00008780:·7469·6f6e·290a·0a54·6865·2061·626f·7665··tion)..The·above		00008780:·7469·6f6e·290a·0a54·6865·2061·626f·7665··tion)..The·above
00008790:·2065·7863·6570·7469·6f6e·2077·6173·2074···exception·was·t		00008790:·2065·7863·6570·7469·6f6e·2077·6173·2074···exception·was·t
Offset 2737, 15 lines modified		Offset 2737, 15 lines modified
0000ab00:·7374·6572·2f61·6972·5f74·656d·7065·7261··ster/air_tempera		0000ab00:·7374·6572·2f61·6972·5f74·656d·7065·7261··ster/air_tempera
0000ab10:·7475·7265·2e6e·6320·2843·6175·7365·6420··ture.nc·(Caused·		0000ab10:·7475·7265·2e6e·6320·2843·6175·7365·6420··ture.nc·(Caused·
0000ab20:·6279·204e·616d·6552·6573·6f6c·7574·696f··by·NameResolutio		0000ab20:·6279·204e·616d·6552·6573·6f6c·7574·696f··by·NameResolutio
0000ab30:·6e45·7272·6f72·2826·2333·343b·266c·743b··nError("<		0000ab30:·6e45·7272·6f72·2826·2333·343b·266c·743b··nError("<
0000ab40:·7572·6c6c·6962·332e·636f·6e6e·6563·7469··urllib3.connecti		0000ab40:·7572·6c6c·6962·332e·636f·6e6e·6563·7469··urllib3.connecti
0000ab50:·6f6e·2e48·5454·5053·436f·6e6e·6563·7469··on.HTTPSConnecti		0000ab50:·6f6e·2e48·5454·5053·436f·6e6e·6563·7469··on.HTTPSConnecti
0000ab60:·6f6e·206f·626a·6563·7420·6174·2030·7866··on·object·at·0xf		0000ab60:·6f6e·206f·626a·6563·7420·6174·2030·7866··on·object·at·0xf
0000ab70:·6666·6634·3536·6432·6135·3026·6774·3b3a··fff~~456d~~2a50>:		0000ab70:·6666·6636·3331·6532·6135·3026·6774·3b3a··fff631e2a50>:
0000ab80:·2046·6169·6c65·6420·746f·2072·6573·6f6c···Failed·to·resol		0000ab80:·2046·6169·6c65·6420·746f·2072·6573·6f6c···Failed·to·resol
0000ab90:·7665·2026·2333·393b·6769·7468·7562·2e63··ve·'github.c		0000ab90:·7665·2026·2333·393b·6769·7468·7562·2e63··ve·'github.c
0000aba0:·6f6d·2623·3339·3b20·285b·4572·726e·6f20··om'·([Errno·		0000aba0:·6f6d·2623·3339·3b20·285b·4572·726e·6f20··om'·([Errno·
0000abb0:·2d33·5d20·5465·6d70·6f72·6172·7920·6661··-3]·Temporary·fa		0000abb0:·2d33·5d20·5465·6d70·6f72·6172·7920·6661··-3]·Temporary·fa
0000abc0:·696c·7572·6520·696e·206e·616d·6520·7265··ilure·in·name·re		0000abc0:·696c·7572·6520·696e·206e·616d·6520·7265··ilure·in·name·re
0000abd0:·736f·6c75·7469·6f6e·2926·2333·343b·2929··solution)"))		0000abd0:·736f·6c75·7469·6f6e·2926·2333·343b·2929··solution)"))
0000abe0:·0a0a·4475·7269·6e67·2068·616e·646c·696e··..During·handlin		0000abe0:·0a0a·4475·7269·6e67·2068·616e·646c·696e··..During·handlin
Offset 4164, 15 lines modified		Offset 4164, 15 lines modified
00010430:·7461·2f72·6177·2f6d·6173·7465·722f·6169··ta/raw/master/ai		00010430:·7461·2f72·6177·2f6d·6173·7465·722f·6169··ta/raw/master/ai
00010440:·725f·7465·6d70·6572·6174·7572·652e·6e63··r_temperature.nc		00010440:·725f·7465·6d70·6572·6174·7572·652e·6e63··r_temperature.nc
00010450:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name		00010450:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name
00010460:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(		00010460:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(
00010470:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3		00010470:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3
00010480:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP		00010480:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP
00010490:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje		00010490:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje
000104a0:·6374·2061·7420·3078·6666·6666·3435·3664··ct·at·0xffff~~456d~~		000104a0:·6374·2061·7420·3078·6666·6666·3633·3165··ct·at·0xffff631e
000104b0:·3261·3530·2667·743b·3a20·4661·696c·6564··2a50>:·Failed		000104b0:·3261·3530·2667·743b·3a20·4661·696c·6564··2a50>:·Failed
000104c0:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39		000104c0:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39
000104d0:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'		000104d0:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'
000104e0:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem		000104e0:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem
000104f0:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i		000104f0:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i
00010500:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio		00010500:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio
00010510:·6e29·2623·3334·3b29·290a·3c2f·7072·653e··n)")).</pre>		00010510:·6e29·2623·3334·3b29·290a·3c2f·7072·653e··n)")).</pre>


Offset 128, 15 lines modified		Offset 128, 15 lines modified
128	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	128	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
129	HTTPConnection._new_conn(self)	129	HTTPConnection._new_conn(self)
130	····204·except·socket.gaierror·as·e:	130	····204·except·socket.gaierror·as·e:
131	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	131	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
132	····206·except·SocketTimeout·as·e:	132	····206·except·SocketTimeout·as·e:

133	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	133	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
134	0xffff~~456d~~2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	134	0xffff631e2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
135	in·name·resolution)	135	in·name·resolution)

136	The·above·exception·was·the·direct·cause·of·the·following·exception:	136	The·above·exception·was·the·direct·cause·of·the·following·exception:

137	MaxRetryError·····························Traceback·(most·recent·call·last)	137	MaxRetryError·····························Traceback·(most·recent·call·last)
138	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	138	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
139	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	139	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 172, 15 lines modified		Offset 172, 15 lines modified
172	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	172	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
173	[arg-type]	173	[arg-type]
174	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	174	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

175	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	175	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
176	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	176	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
177	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	177	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
178	0xffff~~456d~~2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	178	0xffff631e2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
179	in·name·resolution)"))	179	in·name·resolution)"))

180	During·handling·of·the·above·exception,·another·exception·occurred:	180	During·handling·of·the·above·exception,·another·exception·occurred:

181	ConnectionError···························Traceback·(most·recent·call·last)	181	ConnectionError···························Traceback·(most·recent·call·last)
182	Cell·In[1],·line·5	182	Cell·In[1],·line·5
183	······2·import·numpy·as·np	183	······2·import·numpy·as·np
Offset 292, 15 lines modified		Offset 292, 15 lines modified
292	-->·700·····raise·ConnectionError(e,·request=request)	292	-->·700·····raise·ConnectionError(e,·request=request)
293	····702·except·ClosedPoolError·as·e:	293	····702·except·ClosedPoolError·as·e:
294	····703·····raise·ConnectionError(e,·request=request)	294	····703·····raise·ConnectionError(e,·request=request)

295	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	295	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
296	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	296	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
297	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	297	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
298	0xffff~~456d~~2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	298	0xffff631e2a50>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
299	in·name·resolution)"))	299	in·name·resolution)"))
300	[·]:	300	[·]:
301	_\x8p_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s	301	_\x8p_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s
302	_\x8A_\x8p_\x8p_\x8l_\x8y_\x8i_\x8n_\x8g_\x8·_\x8u_\x8n_\x8v_\x8e_\x8c_\x8t_\x8o_\x8r_\x8i_\x8z_\x8e_\x8d_\x8·_\x8f_\x8u_\x8n_\x8c_\x8t_\x8i_\x8o_\x8n_\x8s_\x8·_\x8w_\x8i_\x8t_\x8h_\x8·_\x8a_\x8p_\x8p_\x8l_\x8y_\x8__\x8u_\x8f_\x8u_\x8n_\x8c	302	_\x8A_\x8p_\x8p_\x8l_\x8y_\x8i_\x8n_\x8g_\x8·_\x8u_\x8n_\x8v_\x8e_\x8c_\x8t_\x8o_\x8r_\x8i_\x8z_\x8e_\x8d_\x8·_\x8f_\x8u_\x8n_\x8c_\x8t_\x8i_\x8o_\x8n_\x8s_\x8·_\x8w_\x8i_\x8t_\x8h_\x8·_\x8a_\x8p_\x8p_\x8l_\x8y_\x8__\x8u_\x8f_\x8u_\x8n_\x8c
303	_\x8n_\x8e_\x8x_\x8t	303	_\x8n_\x8e_\x8x_\x8t
304	_\x8A_\x8P_\x8I_\x8·_\x8r_\x8e_\x8f_\x8e_\x8r_\x8e_\x8n_\x8c_\x8e	304	_\x8A_\x8P_\x8I_\x8·_\x8r_\x8e_\x8f_\x8e_\x8r_\x8e_\x8n_\x8c_\x8e
305	_\x8E_\x8d_\x8i_\x8t_\x8·_\x8o_\x8n_\x8·_\x8G_\x8i_\x8t_\x8H_\x8u_\x8b	305	_\x8E_\x8d_\x8i_\x8t_\x8·_\x8o_\x8n_\x8·_\x8G_\x8i_\x8t_\x8H_\x8u_\x8b


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85	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_robust1.png	85	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_robust1.png
86	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_robust2.png	86	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_robust2.png
87	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_seaborn_palette.png	87	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_seaborn_palette.png
88	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_surface.png	88	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_surface.png
89	-rw-r--r--···0·root·········(0)·root·········(0)····26807·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_ways_to_use.png	89	-rw-r--r--···0·root·········(0)·root·········(0)····26807·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/plotting_ways_to_use.png
90	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/post_coarsening.png	90	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/post_coarsening.png
91	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/pre_coarsening.png	91	-rw-r--r--···0·root·········(0)·root·········(0)·····2403·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/pre_coarsening.png
92	-rw-r--r--···0·root·········(0)·root·········(0)····~~192~~58·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/quick-overview_12_1.png	92	-rw-r--r--···0·root·········(0)·root·········(0)····20454·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/quick-overview_12_1.png
93	-rw-r--r--···0·root·········(0)·root·········(0)····21964·2025-05-02·14:58:47.000000·./usr/share/doc/python-xarray-doc/html/_images/toy-weather-data.png	93	-rw-r--r--···0·root·········(0)·root·········(0)····21964·2025-05-02·14:58:47.000000·./usr/share/doc/python-xarray-doc/html/_images/toy-weather-data.png
94	-rw-r--r--···0·root·········(0)·root·········(0)···535629·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/view-docs.png	94	-rw-r--r--···0·root·········(0)·root·········(0)···535629·2025-05-13·10:21:57.000000·./usr/share/doc/python-xarray-doc/html/_images/view-docs.png
95	-rw-r--r--···0·root·········(0)·root·········(0)····38565·2025-05-02·14:58:47.000000·./usr/share/doc/python-xarray-doc/html/_images/visualization_gallery.png	95	-rw-r--r--···0·root·········(0)·root·········(0)····38565·2025-05-02·14:58:47.000000·./usr/share/doc/python-xarray-doc/html/_images/visualization_gallery.png
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29	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·6a6a6aff·1f1f1fff·e3e3e3ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·e6e6e6ff·050505ff·adadadff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·050505ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·a4a4a4ff·070707ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f8f8f8ff·f1f1f1ff·f1f1f1ff·f1f1f1ff·e2e2e2ff·000000ff·5b001bff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·61001dff·6100[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·1~~e1d73de~~67b~~4c32~~b~~1a061~~85135~~bdc~~f~~6ae3~~c5~~90012~~6~~299cc1~~ce4de562cc~~894~~10d·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	29	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·6a6a6aff·1f1f1fff·e3e3e3ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·e6e6e6ff·050505ff·adadadff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·050505ff·a6a6a6ff·ffffffff·ffffffff·ffffffff·a4a4a4ff·070707ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f8f8f8ff·f1f1f1ff·f1f1f1ff·f1f1f1ff·e2e2e2ff·000000ff·3c004aff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·40004fff·4000[·...·truncated·by·diffoscope;·len:·3827,·SHA:·9456cab6b3b86b31f3381175202ffec711c950e9abe64e87b8c2cde982d07145·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
30	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·6c6c6cff·1c1c1cff·dededeff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·242424ff·888888ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·1d1d1dff·8e8e8eff·ffffffff·ffffffff·ffffffff·8e8e8eff·1e1e1eff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·~~b83~~b068a2e4930~~e4d0e9f8~~1~~fd886f03~~2db~~c05576~~c~~f83c874~~96ab490a3374e~~c65~~·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	30	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·6c6c6cff·1c1c1cff·dededeff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·242424ff·888888ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·1d1d1dff·8e8e8eff·ffffffff·ffffffff·ffffffff·8e8e8eff·1e1e1eff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·46c2b136b84a0754f502ab5c154bb717fe599d42bdf421cc07b716e93b11027e·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
31	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fefefeff·6b6b6bff·1a1a1aff·dadadaff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ecececff·070707ff·a1a1a1ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·565656ff·494949ff·ffffffff·ffffffff·ffffffff·484848ff·585858ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·68~~f0e1d~~a2~~cd4~~2d~~584d~~8~~e9778fd~~8~~6b99e77e2~~3~~986~~7fc0~~623e2~~9a~~11d65~~7a78bcd5·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	31	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·fefefeff·6b6b6bff·1a1a1aff·dadadaff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ecececff·070707ff·a1a1a1ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·565656ff·494949ff·ffffffff·ffffffff·ffffffff·484848ff·585858ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·8362ecab53233c68a76b55184e13d39033ac878809550c39a866e020f7a3db55·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
32	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·696969ff·0f0f0fff·c0c0c0ff·e7e7e7ff·e7e7e7ff·e7e7e7ff·f6f6f6ff·ffffffff·f3f3f3ff·737373ff·c6c6c6ff·dfdfdfff·bfbfbfff·393939ff·1b1b1bff·f2f2f2ff·ffffffff·ffffffff·5d5d5dff·787878ff·ffffffff·ffffffff·c5c5c5ff·030303ff·888888ff·d7d7d7ff·888888ff·040404ff·c8c8c8ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·0c~~7e2837~~fab64868a6825a~~0540c672~~a~~399899916a~~413f~~1b77a~~595b19~~4fd5d9f3~~·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	32	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·696969ff·0f0f0fff·c0c0c0ff·e7e7e7ff·e7e7e7ff·e7e7e7ff·f6f6f6ff·ffffffff·f3f3f3ff·737373ff·c6c6c6ff·dfdfdfff·bfbfbfff·393939ff·1b1b1bff·f2f2f2ff·ffffffff·ffffffff·5d5d5dff·787878ff·ffffffff·ffffffff·c5c5c5ff·030303ff·888888ff·d7d7d7ff·888888ff·040404ff·c8c8c8ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·a14bfefb666848c0a5cb8edaedaba5b1e5c0d048bf4308e5e3a2cb99147815bb·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
33	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·000000ff·000000ff·000000ff·000000ff·000000ff·000000ff·9f9f9fff·ffffffff·f6f6f6ff·464646ff·151515ff·050505ff·1e1e1eff·5f5f5fff·e2e2e2ff·ffffffff·ffffffff·ffffffff·3f3f3fff·5f5f5fff·ffffffff·ffffffff·ffffffff·abababff·272727ff·050505ff·282828ff·adadadff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·0c~~7e2837~~fab64868a6825a~~0540c672~~a~~399899916a~~413f~~1b77a~~595b19~~4fd5d9f3~~·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	33	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·000000ff·000000ff·000000ff·000000ff·000000ff·000000ff·9f9f9fff·ffffffff·f6f6f6ff·464646ff·151515ff·050505ff·1e1e1eff·5f5f5fff·e2e2e2ff·ffffffff·ffffffff·ffffffff·3f3f3fff·5f5f5fff·ffffffff·ffffffff·ffffffff·abababff·272727ff·050505ff·282828ff·adadadff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·a14bfefb666848c0a5cb8edaedaba5b1e5c0d048bf4308e5e3a2cb99147815bb·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
34	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·e14cd0~~e69c19f~~7~~41c33~~d~~1771f7~~71~~4e782b~~8d47391~~0522d08b833~~5~~d0d3a85~~21bb·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	34	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·8511c00492f87a979aa91d8630997f0d46d8df71c86a5e7e35a5199e41d2cbf6·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
35	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·~~f0dde0~~c8e~~7739b8bac5035c~~8~~faf~~b4~~a9ba~~b~~362~~6~~31a39~~fb7849b72918581~~18270b~~·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	35	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·4552b5c2e8c466fd1d1c68b81debb14e3dec74bead684c2cfc7b4828619dc943·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
36	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·~~f0dde0~~c8e~~7739b8bac5035c~~8~~faf~~b4~~a9ba~~b~~362~~6~~31a39~~fb7849b72918581~~18270b~~·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	36	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·4552b5c2e8c466fd1d1c68b81debb14e3dec74bead684c2cfc7b4828619dc943·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·
37	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·61001dff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·670~~01f~~ff·6700[·...·truncated·by·diffoscope;·len:·3~~710~~,·SHA:·~~9c8f86f4902~~05d~~cc52~~f5~~aad~~e~~42625a~~9f82~~301cb~~e~~6fdec~~a~~7d5de11d4545869~~c19·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·	37	ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·f1f1f1ff·000000ff·40004fff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·440154ff·4401[·...·truncated·by·diffoscope;·len:·3827,·SHA:·1ea5dbe54fa06d84608f551fe0e4eeb9a2beb54eb02f69ac09782cbf7aed01c2·...·]ff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·ffffffff·


Offset 15, 18 lines modified		Offset 15, 18 lines modified
15	············]	15	············]
16	········},	16	········},
17	········{	17	········{
18	············"cell_type":·"code",	18	············"cell_type":·"code",
19	············"execution_count":·1,	19	············"execution_count":·1,
20	············"metadata":·{	20	············"metadata":·{
21	················"execution":·{	21	················"execution":·{
22	····················"iopub.execute_input":·"2025-05-29T00:59:58.~~120026~~Z",	22	····················"iopub.execute_input":·"2026-07-01T07:45:03.514667Z",
23	····················"iopub.status.busy":·"2025-05-29T00:59:58.119498Z",	23	····················"iopub.status.busy":·"2026-07-01T07:45:03.514392Z",
24	····················"iopub.status.idle":·"2025-05-29T00:59:59.5~~616~~19Z",	24	····················"iopub.status.idle":·"2026-07-01T07:45:07.284193Z",
25	····················"shell.execute_reply":·"2025-05-29T00:59:59.~~560~~477Z"	25	····················"shell.execute_reply":·"2026-07-01T07:45:07.283496Z"
26	················}	26	················}
27	············},	27	············},
28	············"outputs":·[],	28	············"outputs":·[],
29	············"source":·[	29	············"source":·[
30	················"import·xarray·as·xr\n",	30	················"import·xarray·as·xr\n",
31	················"import·matplotlib.pyplot·as·plt\n",	31	················"import·matplotlib.pyplot·as·plt\n",
32	················"%matplotlib·inline"	32	················"%matplotlib·inline"
Offset 40, 24 lines modified		Offset 40, 24 lines modified
40	············]	40	············]
41	········},	41	········},
42	········{	42	········{
43	············"cell_type":·"code",	43	············"cell_type":·"code",
44	············"execution_count":·2,	44	············"execution_count":·2,
45	············"metadata":·{	45	············"metadata":·{
46	················"execution":·{	46	················"execution":·{
47	····················"iopub.execute_input":·"2025-05-29T00:59:59.~~565387~~Z",	47	····················"iopub.execute_input":·"2026-07-01T07:45:07.290733Z",
48	····················"iopub.status.busy":·"2025-05-29T00:59:59.~~5649~~14Z",	48	····················"iopub.status.busy":·"2026-07-01T07:45:07.290318Z",
49	····················"iopub.status.idle":·"2025-05-29T01:00:00.~~194964~~Z",	49	····················"iopub.status.idle":·"2026-07-01T07:45:08.962070Z",
50	····················"shell.execute_reply":·"2025-05-29T01:00:00.193~~800~~Z"	50	····················"shell.execute_reply":·"2026-07-01T07:45:08.953759Z"
51	················}	51	················}
52	············},	52	············},
53	············"outputs":·[	53	············"outputs":·[
54	················{	54	················{
55	····················"ename":·"ConnectionError",	55	····················"ename":·"ConnectionError",
56	····················"evalue":·"HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/era5-2mt-2019-03-uk.grib·(Caused·by·NameResolutionError(\"<urllib3.connection.HTTPSConnection·object·at·0xffff~~6ca1~~17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)\"))",	56	····················"evalue":·"HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/era5-2mt-2019-03-uk.grib·(Caused·by·NameResolutionError(\"<urllib3.connection.HTTPSConnection·object·at·0xffff4afa17f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)\"))",
57	····················"output_type":·"error",	57	····················"output_type":·"error",
58	····················"traceback":·[	58	····················"traceback":·[


Offset 17, 18 lines modified		Offset 17, 18 lines modified
17	············]	17	············]
18	········},	18	········},
19	········{	19	········{
20	············"cell_type":·"code",	20	············"cell_type":·"code",
21	············"execution_count":·1,	21	············"execution_count":·1,
22	············"metadata":·{	22	············"metadata":·{
23	················"execution":·{	23	················"execution":·{
24	····················"iopub.execute_input":·"2025-05-29T01:00:05.~~912941~~Z",	24	····················"iopub.execute_input":·"2026-07-01T07:45:21.466778Z",
25	····················"iopub.status.busy":·"2025-05-29T01:00:05.~~911794~~Z",	25	····················"iopub.status.busy":·"2026-07-01T07:45:21.466555Z",
26	····················"iopub.status.idle":·"2025-05-29T01:00:06.8~~77702~~Z",	26	····················"iopub.status.idle":·"2026-07-01T07:45:22.882511Z",
27	····················"shell.execute_reply":·"2025-05-29T01:00:06.876711Z"	27	····················"shell.execute_reply":·"2026-07-01T07:45:22.881791Z"
28	················}	28	················}
29	············},	29	············},
30	············"outputs":·[],	30	············"outputs":·[],
31	············"source":·[	31	············"source":·[
32	················"import·numpy·as·np\n",	32	················"import·numpy·as·np\n",
33	················"import·cartopy.crs·as·ccrs\n",	33	················"import·cartopy.crs·as·ccrs\n",
34	················"import·cartopy.feature·as·cfeature\n",	34	················"import·cartopy.feature·as·cfeature\n",
Offset 75, 24 lines modified		Offset 75, 24 lines modified
75	············]	75	············]
76	········},	76	········},
77	········{	77	········{
78	············"cell_type":·"code",	78	············"cell_type":·"code",
79	············"execution_count":·2,	79	············"execution_count":·2,
80	············"metadata":·{	80	············"metadata":·{
81	················"execution":·{	81	················"execution":·{
82	····················"iopub.execute_input":·"2025-05-29T01:00:06.88~~0829~~Z",	82	····················"iopub.execute_input":·"2026-07-01T07:45:22.885637Z",
83	····················"iopub.status.busy":·"2025-05-29T01:00:06.88~~0347~~Z",	83	····················"iopub.status.busy":·"2026-07-01T07:45:22.885223Z",
84	····················"iopub.status.idle":·"2025-05-29T01:00:07.~~502028~~Z",	84	····················"iopub.status.idle":·"2026-07-01T07:45:24.130690Z",
85	····················"shell.execute_reply":·"2025-05-29T01:00:07.~~500905~~Z"	85	····················"shell.execute_reply":·"2026-07-01T07:45:24.129770Z"
86	················}	86	················}
87	············},	87	············},
88	············"outputs":·[	88	············"outputs":·[
89	················{	89	················{
90	····················"ename":·"ConnectionError",	90	····················"ename":·"ConnectionError",
91	····················"evalue":·"HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/ROMS_example.nc·(Caused·by·NameResolutionError(\"<urllib3.connection.HTTPSConnection·object·at·0xffff6b0dc2f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)\"))",	91	····················"evalue":·"HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/ROMS_example.nc·(Caused·by·NameResolutionError(\"<urllib3.connection.HTTPSConnection·object·at·0xffff620582f0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)\"))",
92	····················"output_type":·"error",	92	····················"output_type":·"error",
93	····················"traceback":·[	93	····················"traceback":·[


Offset 2258, 15 lines modified		Offset 2258, 15 lines modified
00008d10:·733c·2f73·7061·6e3e·2065·3a0a·0a3c·7370··s</span>·e:..<sp		00008d10:·733c·2f73·7061·6e3e·2065·3a0a·0a3c·7370··s</span>·e:..<sp
00008d20:·616e·2063·6c61·7373·3d22·616e·7369·2d72··an·class="ansi-r		00008d20:·616e·2063·6c61·7373·3d22·616e·7369·2d72··an·class="ansi-r
00008d30:·6564·2d66·6722·3e4e·616d·6552·6573·6f6c··ed-fg">NameResol		00008d30:·6564·2d66·6722·3e4e·616d·6552·6573·6f6c··ed-fg">NameResol
00008d40:·7574·696f·6e45·7272·6f72·3c2f·7370·616e··utionError</span		00008d40:·7574·696f·6e45·7272·6f72·3c2f·7370·616e··utionError</span
00008d50:·3e3a·2026·6c74·3b75·726c·6c69·6233·2e63··>:·<urllib3.c		00008d50:·3e3a·2026·6c74·3b75·726c·6c69·6233·2e63··>:·<urllib3.c
00008d60:·6f6e·6e65·6374·696f·6e2e·4854·5450·5343··onnection.HTTPSC		00008d60:·6f6e·6e65·6374·696f·6e2e·4854·5450·5343··onnection.HTTPSC
00008d70:·6f6e·6e65·6374·696f·6e20·6f62·6a65·6374··onnection·object		00008d70:·6f6e·6e65·6374·696f·6e20·6f62·6a65·6374··onnection·object
00008d80:·2061·7420·3078·6666·6666·3634·6333·3165···at·0xffff6~~4c3~~1e		00008d80:·2061·7420·3078·6666·6666·3665·3632·3165···at·0xffff6e621e
00008d90:·3830·2667·743b·3a20·4661·696c·6564·2074··80>:·Failed·t		00008d90:·3830·2667·743b·3a20·4661·696c·6564·2074··80>:·Failed·t
00008da0:·6f20·7265·736f·6c76·6520·2623·3339·3b67··o·resolve·'g		00008da0:·6f20·7265·736f·6c76·6520·2623·3339·3b67··o·resolve·'g
00008db0:·6974·6875·622e·636f·6d26·2333·393b·2028··ithub.com'·(		00008db0:·6974·6875·622e·636f·6d26·2333·393b·2028··ithub.com'·(
00008dc0:·5b45·7272·6e6f·202d·335d·2054·656d·706f··[Errno·-3]·Tempo		00008dc0:·5b45·7272·6e6f·202d·335d·2054·656d·706f··[Errno·-3]·Tempo
00008dd0:·7261·7279·2066·6169·6c75·7265·2069·6e20··rary·failure·in·		00008dd0:·7261·7279·2066·6169·6c75·7265·2069·6e20··rary·failure·in·
00008de0:·6e61·6d65·2072·6573·6f6c·7574·696f·6e29··name·resolution)		00008de0:·6e61·6d65·2072·6573·6f6c·7574·696f·6e29··name·resolution)
00008df0:·0a0a·5468·6520·6162·6f76·6520·6578·6365··..The·above·exce		00008df0:·0a0a·5468·6520·6162·6f76·6520·6578·6365··..The·above·exce
Offset 2839, 15 lines modified		Offset 2839, 15 lines modified
0000b160:·6461·7461·2f72·6177·2f6d·6173·7465·722f··data/raw/master/		0000b160:·6461·7461·2f72·6177·2f6d·6173·7465·722f··data/raw/master/
0000b170:·7261·736d·2e6e·6320·2843·6175·7365·6420··rasm.nc·(Caused·		0000b170:·7261·736d·2e6e·6320·2843·6175·7365·6420··rasm.nc·(Caused·
0000b180:·6279·204e·616d·6552·6573·6f6c·7574·696f··by·NameResolutio		0000b180:·6279·204e·616d·6552·6573·6f6c·7574·696f··by·NameResolutio
0000b190:·6e45·7272·6f72·2826·2333·343b·266c·743b··nError("<		0000b190:·6e45·7272·6f72·2826·2333·343b·266c·743b··nError("<
0000b1a0:·7572·6c6c·6962·332e·636f·6e6e·6563·7469··urllib3.connecti		0000b1a0:·7572·6c6c·6962·332e·636f·6e6e·6563·7469··urllib3.connecti
0000b1b0:·6f6e·2e48·5454·5053·436f·6e6e·6563·7469··on.HTTPSConnecti		0000b1b0:·6f6e·2e48·5454·5053·436f·6e6e·6563·7469··on.HTTPSConnecti
0000b1c0:·6f6e·206f·626a·6563·7420·6174·2030·7866··on·object·at·0xf		0000b1c0:·6f6e·206f·626a·6563·7420·6174·2030·7866··on·object·at·0xf
0000b1d0:·6666·6636·~~3463~~·3331·6538·3026·6774·3b3a··fff6~~4c3~~1e80>:		0000b1d0:·6666·6636·6536·3231·6538·3026·6774·3b3a··fff6e621e80>:
0000b1e0:·2046·6169·6c65·6420·746f·2072·6573·6f6c···Failed·to·resol		0000b1e0:·2046·6169·6c65·6420·746f·2072·6573·6f6c···Failed·to·resol
0000b1f0:·7665·2026·2333·393b·6769·7468·7562·2e63··ve·'github.c		0000b1f0:·7665·2026·2333·393b·6769·7468·7562·2e63··ve·'github.c
0000b200:·6f6d·2623·3339·3b20·285b·4572·726e·6f20··om'·([Errno·		0000b200:·6f6d·2623·3339·3b20·285b·4572·726e·6f20··om'·([Errno·
0000b210:·2d33·5d20·5465·6d70·6f72·6172·7920·6661··-3]·Temporary·fa		0000b210:·2d33·5d20·5465·6d70·6f72·6172·7920·6661··-3]·Temporary·fa
0000b220:·696c·7572·6520·696e·206e·616d·6520·7265··ilure·in·name·re		0000b220:·696c·7572·6520·696e·206e·616d·6520·7265··ilure·in·name·re
0000b230:·736f·6c75·7469·6f6e·2926·2333·343b·2929··solution)"))		0000b230:·736f·6c75·7469·6f6e·2926·2333·343b·2929··solution)"))
0000b240:·0a0a·4475·7269·6e67·2068·616e·646c·696e··..During·handlin		0000b240:·0a0a·4475·7269·6e67·2068·616e·646c·696e··..During·handlin
Offset 4078, 15 lines modified		Offset 4078, 15 lines modified
0000fed0:·612f·7861·7272·6179·2d64·6174·612f·7261··a/xarray-data/ra		0000fed0:·612f·7861·7272·6179·2d64·6174·612f·7261··a/xarray-data/ra
0000fee0:·772f·6d61·7374·6572·2f72·6173·6d2e·6e63··w/master/rasm.nc		0000fee0:·772f·6d61·7374·6572·2f72·6173·6d2e·6e63··w/master/rasm.nc
0000fef0:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name		0000fef0:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name
0000ff00:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(		0000ff00:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(
0000ff10:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3		0000ff10:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3
0000ff20:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP		0000ff20:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP
0000ff30:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje		0000ff30:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje
0000ff40:·6374·2061·7420·3078·6666·6666·3634·6333··ct·at·0xffff6~~4c3~~		0000ff40:·6374·2061·7420·3078·6666·6666·3665·3632··ct·at·0xffff6e62
0000ff50:·3165·3830·2667·743b·3a20·4661·696c·6564··1e80>:·Failed		0000ff50:·3165·3830·2667·743b·3a20·4661·696c·6564··1e80>:·Failed
0000ff60:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39		0000ff60:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39
0000ff70:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'		0000ff70:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'
0000ff80:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem		0000ff80:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem
0000ff90:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i		0000ff90:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i
0000ffa0:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio		0000ffa0:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio
0000ffb0:·6e29·2623·3334·3b29·290a·3c2f·7072·653e··n)")).</pre>		0000ffb0:·6e29·2623·3334·3b29·290a·3c2f·7072·653e··n)")).</pre>


Offset 136, 15 lines modified		Offset 136, 15 lines modified
136	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	136	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
137	HTTPConnection._new_conn(self)	137	HTTPConnection._new_conn(self)
138	····204·except·socket.gaierror·as·e:	138	····204·except·socket.gaierror·as·e:
139	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	139	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
140	····206·except·SocketTimeout·as·e:	140	····206·except·SocketTimeout·as·e:

141	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	141	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
142	0xffff6~~4c3~~1e80>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	142	0xffff6e621e80>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
143	in·name·resolution)	143	in·name·resolution)

144	The·above·exception·was·the·direct·cause·of·the·following·exception:	144	The·above·exception·was·the·direct·cause·of·the·following·exception:

145	MaxRetryError·····························Traceback·(most·recent·call·last)	145	MaxRetryError·····························Traceback·(most·recent·call·last)
146	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	146	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
147	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	147	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 180, 15 lines modified		Offset 180, 15 lines modified
180	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	180	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
181	[arg-type]	181	[arg-type]
182	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	182	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

183	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	183	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
184	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by	184	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by
185	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	185	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
186	0xffff6~~4c3~~1e80>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	186	0xffff6e621e80>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
187	in·name·resolution)"))	187	in·name·resolution)"))

188	During·handling·of·the·above·exception,·another·exception·occurred:	188	During·handling·of·the·above·exception,·another·exception·occurred:

189	ConnectionError···························Traceback·(most·recent·call·last)	189	ConnectionError···························Traceback·(most·recent·call·last)
190	Cell·In[2],·line·1	190	Cell·In[2],·line·1
191	---->·1·ds·=·xr.tutorial.open_dataset("rasm").load()	191	---->·1·ds·=·xr.tutorial.open_dataset("rasm").load()
Offset 285, 15 lines modified		Offset 285, 15 lines modified
285	-->·700·····raise·ConnectionError(e,·request=request)	285	-->·700·····raise·ConnectionError(e,·request=request)
286	····702·except·ClosedPoolError·as·e:	286	····702·except·ClosedPoolError·as·e:
287	····703·····raise·ConnectionError(e,·request=request)	287	····703·····raise·ConnectionError(e,·request=request)

288	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	288	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
289	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by	289	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by
290	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	290	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
291	0xffff6~~4c3~~1e80>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	291	0xffff6e621e80>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
292	in·name·resolution)"))	292	in·name·resolution)"))
293	\x8\x8\x8\x8\x8·N\x8No\x8ow\x8w·f\x8fo\x8or\x8r·t\x8th\x8he\x8e·h\x8he\x8ea\x8av\x8vy\x8y·l\x8li\x8if\x8ft\x8ti\x8in\x8ng\x8g:\x8:_\x8#\x8#·\x8\x8\x8\x8\x8	293	\x8\x8\x8\x8\x8·N\x8No\x8ow\x8w·f\x8fo\x8or\x8r·t\x8th\x8he\x8e·h\x8he\x8ea\x8av\x8vy\x8y·l\x8li\x8if\x8ft\x8ti\x8in\x8ng\x8g:\x8:_\x8#\x8#·\x8\x8\x8\x8\x8
294	We·first·have·to·come·up·with·the·weights,·-·calculate·the·month·length·for	294	We·first·have·to·come·up·with·the·weights,·-·calculate·the·month·length·for
295	each·monthly·data·record·-·calculate·weights·using·groupby('time.season')	295	each·monthly·data·record·-·calculate·weights·using·groupby('time.season')
296	Finally,·we·just·need·to·multiply·our·weights·by·the·Dataset·and·sum·along·the	296	Finally,·we·just·need·to·multiply·our·weights·by·the·Dataset·and·sum·along·the
297	time·dimension.·Creating·a·DataArray·for·the·month·length·is·as·easy·as·using	297	time·dimension.·Creating·a·DataArray·for·the·month·length·is·as·easy·as·using
298	the·days_in_month·accessor·on·the·time·coordinate.·The·calendar·type,·in·this	298	the·days_in_month·accessor·on·the·time·coordinate.·The·calendar·type,·in·this


Offset 2234, 15 lines modified		Offset 2234, 15 lines modified
00008b90:·2f73·7061·6e3e·2065·3a0a·0a3c·7370·616e··/span>·e:..<span		00008b90:·2f73·7061·6e3e·2065·3a0a·0a3c·7370·616e··/span>·e:..<span
00008ba0:·2063·6c61·7373·3d22·616e·7369·2d72·6564···class="ansi-red		00008ba0:·2063·6c61·7373·3d22·616e·7369·2d72·6564···class="ansi-red
00008bb0:·2d66·6722·3e4e·616d·6552·6573·6f6c·7574··-fg">NameResolut		00008bb0:·2d66·6722·3e4e·616d·6552·6573·6f6c·7574··-fg">NameResolut
00008bc0:·696f·6e45·7272·6f72·3c2f·7370·616e·3e3a··ionError</span>:		00008bc0:·696f·6e45·7272·6f72·3c2f·7370·616e·3e3a··ionError</span>:
00008bd0:·2026·6c74·3b75·726c·6c69·6233·2e63·6f6e···<urllib3.con		00008bd0:·2026·6c74·3b75·726c·6c69·6233·2e63·6f6e···<urllib3.con
00008be0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon		00008be0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon
00008bf0:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a		00008bf0:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a
00008c00:·7420·3078·6666·6666·3535·~~3236~~·3863·3230··t·0xffff~~5526~~8c20		00008c00:·7420·3078·6666·6666·3339·6563·3863·3230··t·0xffff39ec8c20
00008c10:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·		00008c10:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·
00008c20:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git		00008c20:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git
00008c30:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E		00008c30:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E
00008c40:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora		00008c40:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora
00008c50:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na		00008c50:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na
00008c60:·6d65·2072·6573·6f6c·7574·696f·6e29·0a0a··me·resolution)..		00008c60:·6d65·2072·6573·6f6c·7574·696f·6e29·0a0a··me·resolution)..
00008c70:·5468·6520·6162·6f76·6520·6578·6365·7074··The·above·except		00008c70:·5468·6520·6162·6f76·6520·6578·6365·7074··The·above·except
Offset 2815, 15 lines modified		Offset 2815, 15 lines modified
0000afe0:·7461·2f72·6177·2f6d·6173·7465·722f·7261··ta/raw/master/ra		0000afe0:·7461·2f72·6177·2f6d·6173·7465·722f·7261··ta/raw/master/ra
0000aff0:·736d·2e6e·6320·2843·6175·7365·6420·6279··sm.nc·(Caused·by		0000aff0:·736d·2e6e·6320·2843·6175·7365·6420·6279··sm.nc·(Caused·by
0000b000:·204e·616d·6552·6573·6f6c·7574·696f·6e45···NameResolutionE		0000b000:·204e·616d·6552·6573·6f6c·7574·696f·6e45···NameResolutionE
0000b010:·7272·6f72·2826·2333·343b·266c·743b·7572··rror("<ur		0000b010:·7272·6f72·2826·2333·343b·266c·743b·7572··rror("<ur
0000b020:·6c6c·6962·332e·636f·6e6e·6563·7469·6f6e··llib3.connection		0000b020:·6c6c·6962·332e·636f·6e6e·6563·7469·6f6e··llib3.connection
0000b030:·2e48·5454·5053·436f·6e6e·6563·7469·6f6e··.HTTPSConnection		0000b030:·2e48·5454·5053·436f·6e6e·6563·7469·6f6e··.HTTPSConnection
0000b040:·206f·626a·6563·7420·6174·2030·7866·6666···object·at·0xfff		0000b040:·206f·626a·6563·7420·6174·2030·7866·6666···object·at·0xfff
0000b050:·6635·3~~532~~·3638·6332·3026·6774·3b3a·2046··f~~5526~~8c20>:·F		0000b050:·6633·3965·6338·6332·3026·6774·3b3a·2046··f39ec8c20>:·F
0000b060:·6169·6c65·6420·746f·2072·6573·6f6c·7665··ailed·to·resolve		0000b060:·6169·6c65·6420·746f·2072·6573·6f6c·7665··ailed·to·resolve
0000b070:·2026·2333·393b·6769·7468·7562·2e63·6f6d···'github.com		0000b070:·2026·2333·393b·6769·7468·7562·2e63·6f6d···'github.com
0000b080:·2623·3339·3b20·285b·4572·726e·6f20·2d33··'·([Errno·-3		0000b080:·2623·3339·3b20·285b·4572·726e·6f20·2d33··'·([Errno·-3
0000b090:·5d20·5465·6d70·6f72·6172·7920·6661·696c··]·Temporary·fail		0000b090:·5d20·5465·6d70·6f72·6172·7920·6661·696c··]·Temporary·fail
0000b0a0:·7572·6520·696e·206e·616d·6520·7265·736f··ure·in·name·reso		0000b0a0:·7572·6520·696e·206e·616d·6520·7265·736f··ure·in·name·reso
0000b0b0:·6c75·7469·6f6e·2926·2333·343b·2929·0a0a··lution)"))..		0000b0b0:·6c75·7469·6f6e·2926·2333·343b·2929·0a0a··lution)"))..
0000b0c0:·4475·7269·6e67·2068·616e·646c·696e·6720··During·handling·		0000b0c0:·4475·7269·6e67·2068·616e·646c·696e·6720··During·handling·
Offset 4054, 15 lines modified		Offset 4054, 15 lines modified
0000fd50:·7861·7272·6179·2d64·6174·612f·7261·772f··xarray-data/raw/		0000fd50:·7861·7272·6179·2d64·6174·612f·7261·772f··xarray-data/raw/
0000fd60:·6d61·7374·6572·2f72·6173·6d2e·6e63·2028··master/rasm.nc·(		0000fd60:·6d61·7374·6572·2f72·6173·6d2e·6e63·2028··master/rasm.nc·(
0000fd70:·4361·7573·6564·2062·7920·4e61·6d65·5265··Caused·by·NameRe		0000fd70:·4361·7573·6564·2062·7920·4e61·6d65·5265··Caused·by·NameRe
0000fd80:·736f·6c75·7469·6f6e·4572·726f·7228·2623··solutionError(&#		0000fd80:·736f·6c75·7469·6f6e·4572·726f·7228·2623··solutionError(&#
0000fd90:·3334·3b26·6c74·3b75·726c·6c69·6233·2e63··34;<urllib3.c		0000fd90:·3334·3b26·6c74·3b75·726c·6c69·6233·2e63··34;<urllib3.c
0000fda0:·6f6e·6e65·6374·696f·6e2e·4854·5450·5343··onnection.HTTPSC		0000fda0:·6f6e·6e65·6374·696f·6e2e·4854·5450·5343··onnection.HTTPSC
0000fdb0:·6f6e·6e65·6374·696f·6e20·6f62·6a65·6374··onnection·object		0000fdb0:·6f6e·6e65·6374·696f·6e20·6f62·6a65·6374··onnection·object
0000fdc0:·2061·7420·3078·6666·6666·3535·~~3236~~·3863···at·0xffff~~5526~~8c		0000fdc0:·2061·7420·3078·6666·6666·3339·6563·3863···at·0xffff39ec8c
0000fdd0:·3230·2667·743b·3a20·4661·696c·6564·2074··20>:·Failed·t		0000fdd0:·3230·2667·743b·3a20·4661·696c·6564·2074··20>:·Failed·t
0000fde0:·6f20·7265·736f·6c76·6520·2623·3339·3b67··o·resolve·'g		0000fde0:·6f20·7265·736f·6c76·6520·2623·3339·3b67··o·resolve·'g
0000fdf0:·6974·6875·622e·636f·6d26·2333·393b·2028··ithub.com'·(		0000fdf0:·6974·6875·622e·636f·6d26·2333·393b·2028··ithub.com'·(
0000fe00:·5b45·7272·6e6f·202d·335d·2054·656d·706f··[Errno·-3]·Tempo		0000fe00:·5b45·7272·6e6f·202d·335d·2054·656d·706f··[Errno·-3]·Tempo
0000fe10:·7261·7279·2066·6169·6c75·7265·2069·6e20··rary·failure·in·		0000fe10:·7261·7279·2066·6169·6c75·7265·2069·6e20··rary·failure·in·
0000fe20:·6e61·6d65·2072·6573·6f6c·7574·696f·6e29··name·resolution)		0000fe20:·6e61·6d65·2072·6573·6f6c·7574·696f·6e29··name·resolution)
0000fe30:·2623·3334·3b29·290a·3c2f·7072·653e·3c2f··")).</pre></		0000fe30:·2623·3334·3b29·290a·3c2f·7072·653e·3c2f··")).</pre></


Offset 134, 15 lines modified		Offset 134, 15 lines modified
134	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	134	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
135	HTTPConnection._new_conn(self)	135	HTTPConnection._new_conn(self)
136	····204·except·socket.gaierror·as·e:	136	····204·except·socket.gaierror·as·e:
137	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	137	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
138	····206·except·SocketTimeout·as·e:	138	····206·except·SocketTimeout·as·e:

139	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	139	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
140	0xffff~~5526~~8c20>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	140	0xffff39ec8c20>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
141	in·name·resolution)	141	in·name·resolution)

142	The·above·exception·was·the·direct·cause·of·the·following·exception:	142	The·above·exception·was·the·direct·cause·of·the·following·exception:

143	MaxRetryError·····························Traceback·(most·recent·call·last)	143	MaxRetryError·····························Traceback·(most·recent·call·last)
144	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	144	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
145	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	145	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 178, 15 lines modified		Offset 178, 15 lines modified
178	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	178	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
179	[arg-type]	179	[arg-type]
180	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	180	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

181	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	181	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
182	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by	182	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by
183	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	183	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
184	0xffff~~5526~~8c20>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	184	0xffff39ec8c20>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
185	in·name·resolution)"))	185	in·name·resolution)"))

186	During·handling·of·the·above·exception,·another·exception·occurred:	186	During·handling·of·the·above·exception,·another·exception·occurred:

187	ConnectionError···························Traceback·(most·recent·call·last)	187	ConnectionError···························Traceback·(most·recent·call·last)
188	Cell·In[2],·line·1	188	Cell·In[2],·line·1
189	---->·1·ds·=·xr.tutorial.open_dataset("rasm").load()	189	---->·1·ds·=·xr.tutorial.open_dataset("rasm").load()
Offset 283, 15 lines modified		Offset 283, 15 lines modified
283	-->·700·····raise·ConnectionError(e,·request=request)	283	-->·700·····raise·ConnectionError(e,·request=request)
284	····702·except·ClosedPoolError·as·e:	284	····702·except·ClosedPoolError·as·e:
285	····703·····raise·ConnectionError(e,·request=request)	285	····703·····raise·ConnectionError(e,·request=request)

286	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	286	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
287	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by	287	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by
288	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	288	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
289	0xffff~~5526~~8c20>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	289	0xffff39ec8c20>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
290	in·name·resolution)"))	290	in·name·resolution)"))
291	In·this·example,·the·l\x8lo\x8og\x8gi\x8ic\x8ca\x8al\x8l·c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s·are·x·and·y,·while·the·p\x8ph\x8hy\x8ys\x8si\x8ic\x8ca\x8al\x8l	291	In·this·example,·the·l\x8lo\x8og\x8gi\x8ic\x8ca\x8al\x8l·c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s·are·x·and·y,·while·the·p\x8ph\x8hy\x8ys\x8si\x8ic\x8ca\x8al\x8l
292	c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s·are·xc·and·yc,·which·represent·the·longitudes·and·latitudes·of·the	292	c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s·are·xc·and·yc,·which·represent·the·longitudes·and·latitudes·of·the
293	data.	293	data.
294	[3]:	294	[3]:
295	print(ds.xc.attrs)	295	print(ds.xc.attrs)
296	print(ds.yc.attrs)	296	print(ds.yc.attrs)


Offset 2182, 15 lines modified		Offset 2182, 15 lines modified
00008850:·2f73·7061·6e3e·2065·3a0a·0a3c·7370·616e··/span>·e:..<span		00008850:·2f73·7061·6e3e·2065·3a0a·0a3c·7370·616e··/span>·e:..<span
00008860:·2063·6c61·7373·3d22·616e·7369·2d72·6564···class="ansi-red		00008860:·2063·6c61·7373·3d22·616e·7369·2d72·6564···class="ansi-red
00008870:·2d66·6722·3e4e·616d·6552·6573·6f6c·7574··-fg">NameResolut		00008870:·2d66·6722·3e4e·616d·6552·6573·6f6c·7574··-fg">NameResolut
00008880:·696f·6e45·7272·6f72·3c2f·7370·616e·3e3a··ionError</span>:		00008880:·696f·6e45·7272·6f72·3c2f·7370·616e·3e3a··ionError</span>:
00008890:·2026·6c74·3b75·726c·6c69·6233·2e63·6f6e···<urllib3.con		00008890:·2026·6c74·3b75·726c·6c69·6233·2e63·6f6e···<urllib3.con
000088a0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon		000088a0:·6e65·6374·696f·6e2e·4854·5450·5343·6f6e··nection.HTTPSCon
000088b0:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a		000088b0:·6e65·6374·696f·6e20·6f62·6a65·6374·2061··nection·object·a
000088c0:·7420·3078·6666·6666·3333·3~~164~~·3463·3230··t·0xffff~~331d~~4c20		000088c0:·7420·3078·6666·6666·3636·3238·3463·3230··t·0xffff66284c20
000088d0:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·		000088d0:·2667·743b·3a20·4661·696c·6564·2074·6f20··>:·Failed·to·
000088e0:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git		000088e0:·7265·736f·6c76·6520·2623·3339·3b67·6974··resolve·'git
000088f0:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E		000088f0:·6875·622e·636f·6d26·2333·393b·2028·5b45··hub.com'·([E
00008900:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora		00008900:·7272·6e6f·202d·335d·2054·656d·706f·7261··rrno·-3]·Tempora
00008910:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na		00008910:·7279·2066·6169·6c75·7265·2069·6e20·6e61··ry·failure·in·na
00008920:·6d65·2072·6573·6f6c·7574·696f·6e29·0a0a··me·resolution)..		00008920:·6d65·2072·6573·6f6c·7574·696f·6e29·0a0a··me·resolution)..
00008930:·5468·6520·6162·6f76·6520·6578·6365·7074··The·above·except		00008930:·5468·6520·6162·6f76·6520·6578·6365·7074··The·above·except
Offset 2763, 15 lines modified		Offset 2763, 15 lines modified
0000aca0:·7461·2f72·6177·2f6d·6173·7465·722f·6169··ta/raw/master/ai		0000aca0:·7461·2f72·6177·2f6d·6173·7465·722f·6169··ta/raw/master/ai
0000acb0:·725f·7465·6d70·6572·6174·7572·652e·6e63··r_temperature.nc		0000acb0:·725f·7465·6d70·6572·6174·7572·652e·6e63··r_temperature.nc
0000acc0:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name		0000acc0:·2028·4361·7573·6564·2062·7920·4e61·6d65···(Caused·by·Name
0000acd0:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(		0000acd0:·5265·736f·6c75·7469·6f6e·4572·726f·7228··ResolutionError(
0000ace0:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3		0000ace0:·2623·3334·3b26·6c74·3b75·726c·6c69·6233··"<urllib3
0000acf0:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP		0000acf0:·2e63·6f6e·6e65·6374·696f·6e2e·4854·5450··.connection.HTTP
0000ad00:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje		0000ad00:·5343·6f6e·6e65·6374·696f·6e20·6f62·6a65··SConnection·obje
0000ad10:·6374·2061·7420·3078·6666·6666·3333·3~~164~~··ct·at·0xffff~~331d~~		0000ad10:·6374·2061·7420·3078·6666·6666·3636·3238··ct·at·0xffff6628
0000ad20:·3463·3230·2667·743b·3a20·4661·696c·6564··4c20>:·Failed		0000ad20:·3463·3230·2667·743b·3a20·4661·696c·6564··4c20>:·Failed
0000ad30:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39		0000ad30:·2074·6f20·7265·736f·6c76·6520·2623·3339···to·resolve·&#39
0000ad40:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'		0000ad40:·3b67·6974·6875·622e·636f·6d26·2333·393b··;github.com'
0000ad50:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem		0000ad50:·2028·5b45·7272·6e6f·202d·335d·2054·656d···([Errno·-3]·Tem
0000ad60:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i		0000ad60:·706f·7261·7279·2066·6169·6c75·7265·2069··porary·failure·i
0000ad70:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio		0000ad70:·6e20·6e61·6d65·2072·6573·6f6c·7574·696f··n·name·resolutio
0000ad80:·6e29·2623·3334·3b29·290a·0a44·7572·696e··n)"))..Durin		0000ad80:·6e29·2623·3334·3b29·290a·0a44·7572·696e··n)"))..Durin
Offset 4136, 15 lines modified		Offset 4136, 15 lines modified
00010270:·7374·6572·2f61·6972·5f74·656d·7065·7261··ster/air_tempera		00010270:·7374·6572·2f61·6972·5f74·656d·7065·7261··ster/air_tempera
00010280:·7475·7265·2e6e·6320·2843·6175·7365·6420··ture.nc·(Caused·		00010280:·7475·7265·2e6e·6320·2843·6175·7365·6420··ture.nc·(Caused·
00010290:·6279·204e·616d·6552·6573·6f6c·7574·696f··by·NameResolutio		00010290:·6279·204e·616d·6552·6573·6f6c·7574·696f··by·NameResolutio
000102a0:·6e45·7272·6f72·2826·2333·343b·266c·743b··nError("<		000102a0:·6e45·7272·6f72·2826·2333·343b·266c·743b··nError("<
000102b0:·7572·6c6c·6962·332e·636f·6e6e·6563·7469··urllib3.connecti		000102b0:·7572·6c6c·6962·332e·636f·6e6e·6563·7469··urllib3.connecti
000102c0:·6f6e·2e48·5454·5053·436f·6e6e·6563·7469··on.HTTPSConnecti		000102c0:·6f6e·2e48·5454·5053·436f·6e6e·6563·7469··on.HTTPSConnecti
000102d0:·6f6e·206f·626a·6563·7420·6174·2030·7866··on·object·at·0xf		000102d0:·6f6e·206f·626a·6563·7420·6174·2030·7866··on·object·at·0xf
000102e0:·6666·6633·3331·6434·6332·3026·6774·3b3a··fff~~331d~~4c20>:		000102e0:·6666·6636·3632·3834·6332·3026·6774·3b3a··fff66284c20>:
000102f0:·2046·6169·6c65·6420·746f·2072·6573·6f6c···Failed·to·resol		000102f0:·2046·6169·6c65·6420·746f·2072·6573·6f6c···Failed·to·resol
00010300:·7665·2026·2333·393b·6769·7468·7562·2e63··ve·'github.c		00010300:·7665·2026·2333·393b·6769·7468·7562·2e63··ve·'github.c
00010310:·6f6d·2623·3339·3b20·285b·4572·726e·6f20··om'·([Errno·		00010310:·6f6d·2623·3339·3b20·285b·4572·726e·6f20··om'·([Errno·
00010320:·2d33·5d20·5465·6d70·6f72·6172·7920·6661··-3]·Temporary·fa		00010320:·2d33·5d20·5465·6d70·6f72·6172·7920·6661··-3]·Temporary·fa
00010330:·696c·7572·6520·696e·206e·616d·6520·7265··ilure·in·name·re		00010330:·696c·7572·6520·696e·206e·616d·6520·7265··ilure·in·name·re
00010340:·736f·6c75·7469·6f6e·2926·2333·343b·2929··solution)"))		00010340:·736f·6c75·7469·6f6e·2926·2333·343b·2929··solution)"))
00010350:·0a3c·2f70·7265·3e3c·2f64·6976·3e3c·2f64··.</pre></div></d		00010350:·0a3c·2f70·7265·3e3c·2f64·6976·3e3c·2f64··.</pre></div></d


Offset 179, 15 lines modified		Offset 179, 15 lines modified
179	[5]:	179	[5]:
180	<Axes:·xlabel='time'>	180	<Axes:·xlabel='time'>
181	[../_images/examples_weather-data_8_1.png]	181	[../_images/examples_weather-data_8_1.png]
182	\x8\x8\x8\x8·V\x8Vi\x8is\x8su\x8ua\x8al\x8li\x8iz\x8ze\x8e·u\x8us\x8si\x8in\x8ng\x8g·s\x8se\x8ea\x8ab\x8bo\x8or\x8rn\x8n_\x8#\x8#·\x8\x8\x8\x8	182	\x8\x8\x8\x8·V\x8Vi\x8is\x8su\x8ua\x8al\x8li\x8iz\x8ze\x8e·u\x8us\x8si\x8in\x8ng\x8g·s\x8se\x8ea\x8ab\x8bo\x8or\x8rn\x8n_\x8#\x8#·\x8\x8\x8\x8
183	[6]:	183	[6]:
184	sns.pairplot(df.reset_index(),·vars=ds.data_vars)	184	sns.pairplot(df.reset_index(),·vars=ds.data_vars)
185	[6]:	185	[6]:
186	<seaborn.axisgrid.PairGrid·at·0xffff~~599~~127b0>	186	<seaborn.axisgrid.PairGrid·at·0xffff638127b0>
187	[../_images/examples_weather-data_10_1.png]	187	[../_images/examples_weather-data_10_1.png]
188	\x8\x8\x8\x8\x8·P\x8Pr\x8ro\x8ob\x8ba\x8ab\x8bi\x8il\x8li\x8it\x8ty\x8y·o\x8of\x8f·f\x8fr\x8re\x8ee\x8ez\x8ze\x8e·b\x8by\x8y·c\x8ca\x8al\x8le\x8en\x8nd\x8da\x8ar\x8r·m\x8mo\x8on\x8nt\x8th\x8h_\x8#\x8#·\x8\x8\x8\x8\x8	188	\x8\x8\x8\x8\x8·P\x8Pr\x8ro\x8ob\x8ba\x8ab\x8bi\x8il\x8li\x8it\x8ty\x8y·o\x8of\x8f·f\x8fr\x8re\x8ee\x8ez\x8ze\x8e·b\x8by\x8y·c\x8ca\x8al\x8le\x8en\x8nd\x8da\x8ar\x8r·m\x8mo\x8on\x8nt\x8th\x8h_\x8#\x8#·\x8\x8\x8\x8\x8
189	[7]:	189	[7]:
190	freeze·=·(ds["tmin"]·<=·0).groupby("time.month").mean("time")	190	freeze·=·(ds["tmin"]·<=·0).groupby("time.month").mean("time")
191	freeze	191	freeze
192	[7]:	192	[7]:
193	<xarray.DataArray·'tmin'·(month:·12,·location:·3)>·Size:·288B	193	<xarray.DataArray·'tmin'·(month:·12,·location:·3)>·Size:·288B


Offset 39, 26 lines modified		Offset 39, 26 lines modified
39	\x8\x8\x8\x8\x8·C\x8Cr\x8re\x8ea\x8at\x8te\x8e·a\x8a·D\x8Da\x8at\x8ta\x8aA\x8Ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8\x8	39	\x8\x8\x8\x8\x8·C\x8Cr\x8re\x8ea\x8at\x8te\x8e·a\x8a·D\x8Da\x8at\x8ta\x8aA\x8Ar\x8rr\x8ra\x8ay\x8y_\x8#\x8#·\x8\x8\x8\x8\x8
40	You·can·make·a·DataArray·from·scratch·by·supplying·data·in·the·form·of·a·numpy	40	You·can·make·a·DataArray·from·scratch·by·supplying·data·in·the·form·of·a·numpy
41	array·or·list,·with·optional·d\x8di\x8im\x8me\x8en\x8ns\x8si\x8io\x8on\x8ns\x8s·and·c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s:	41	array·or·list,·with·optional·d\x8di\x8im\x8me\x8en\x8ns\x8si\x8io\x8on\x8ns\x8s·and·c\x8co\x8oo\x8or\x8rd\x8di\x8in\x8na\x8at\x8te\x8es\x8s:
42	data·=·xr.DataArray(np.random.randn(2,·3),·dims=("x",·"y"),·coords={"x":·[10,	42	data·=·xr.DataArray(np.random.randn(2,·3),·dims=("x",·"y"),·coords={"x":·[10,
43	20]})	43	20]})
44	data	44	data
45	<xarray.DataArray·(x:·2,·y:·3)>·Size:·48B	45	<xarray.DataArray·(x:·2,·y:·3)>·Size:·48B
46	array([[-0.03472391,·-1.5768097·,··0.7704733·],
47	~~·······~~[·2.3~~0117249~~,·-0.~~21052527~~,·-0.7502~~7844]~~])	46	array([[-0.39555796,·-0.06389353,·-0.07531092],
		47	·······[-1.16156351,·-0.28566959,·-0.55678108]])
48	Coordinates:	48	Coordinates:
49	··*·x········(x)·int64·16B·10·20	49	··*·x········(x)·int64·16B·10·20
50	Dimensions·without·coordinates:·y	50	Dimensions·without·coordinates:·y
51	xarray.DataArray	51	xarray.DataArray
52	····*·x:·2	52	····*·x:·2
53	····*·y:·3	53	····*·y:·3
54	····*·[X]	54	····*·[X]
55	······-0.03472·-1.577·0.7705·2.301·-0.2105·-0.7503
56	······array([[-0.03472391,·-1.5768097·,··0.7704733·],
57	·······~~······[~~·2.30~~11724~~9,·-0.21~~052527,~~·-0.75~~027844]])~~	55	······-0.3956·-0.06389·-0.07531·-1.162·-0.2857·-0.5568
		56	······array([[-0.39555796,·-0.06389353,·-0.07531092],
		57	·············[-1.16156351,·-0.28566959,·-0.55678108]])
58	····*·[X]Coordinates:·(1)	58	····*·[X]Coordinates:·(1)
59	··········o·x	59	··········o·x
60	············(x)	60	············(x)
61	············int64	61	············int64
62	············10·20	62	············10·20
63	············[·][·]	63	············[·][·]
64	············array([10,·20])	64	············array([10,·20])
Offset 117, 23 lines modified		Offset 117, 23 lines modified

117	#·isel·or·"integer·select":··by·dimension·name·and·integer·label	117	#·isel·or·"integer·select":··by·dimension·name·and·integer·label
118	data.isel(x=0)	118	data.isel(x=0)

119	#·sel·or·"select":·by·dimension·name·and·coordinate·label	119	#·sel·or·"select":·by·dimension·name·and·coordinate·label
120	data.sel(x=10)	120	data.sel(x=10)
121	<xarray.DataArray·(y:·3)>·Size:·24B	121	<xarray.DataArray·(y:·3)>·Size:·24B
122	array([-0.~~034723~~91,·-1.~~576~~8~~097·~~,··0.77~~04733·~~])	122	array([-0.39555796,·-0.06389353,·-0.07531092])
123	Coordinates:	123	Coordinates:
124	····x········int64·8B·10	124	····x········int64·8B·10
125	Dimensions·without·coordinates:·y	125	Dimensions·without·coordinates:·y
126	xarray.DataArray	126	xarray.DataArray
127	····*·y:·3	127	····*·y:·3
128	····*·[X]	128	····*·[X]
129	······-0.03472·-1.577·0.7705
130	······~~array([~~-0.~~03472~~391,·-1.576809~~7·,~~··0.7704733·])	129	······-0.3956·-0.06389·-0.07531
		130	······array([-0.39555796,·-0.06389353,·-0.07531092])
131	····*·[X]Coordinates:·(1)	131	····*·[X]Coordinates:·(1)
132	··········o·x	132	··········o·x
133	············()	133	············()
134	············int64	134	············int64
135	············10	135	············10
136	············[·][·]	136	············[·][·]
137	············array(10)	137	············array(10)
Offset 164, 60 lines modified		Offset 164, 60 lines modified
164	Data·arrays·work·very·similarly·to·numpy·ndarrays:	164	Data·arrays·work·very·similarly·to·numpy·ndarrays:
165	data·+·10	165	data·+·10
166	np.sin(data)	166	np.sin(data)
167	#·transpose	167	#·transpose
168	data.T	168	data.T
169	data.sum()	169	data.sum()
170	<xarray.DataArray·()>·Size:·8B	170	<xarray.DataArray·()>·Size:·8B
171	array(0.~~49930847~~)	171	array(-2.53877659)
172	xarray.DataArray	172	xarray.DataArray
173	····*·[X]	173	····*·[X]
174	······0.4993
175	······~~array~~(0.4993~~0847~~)	174	······-2.539
		175	······array(-2.53877659)
176	····*·[·]Coordinates:·(0)	176	····*·[·]Coordinates:·(0)
177	····*·[·]Indexes:·(0)	177	····*·[·]Indexes:·(0)
178	····*·[·]Attributes:·(0)	178	····*·[·]Attributes:·(0)
179	However,·aggregation·operations·can·use·dimension·names·instead·of·axis	179	However,·aggregation·operations·can·use·dimension·names·instead·of·axis
180	numbers:	180	numbers:
181	data.mean(dim="x")	181	data.mean(dim="x")
182	<xarray.DataArray·(y:·3)>·Size:·24B	182	<xarray.DataArray·(y:·3)>·Size:·24B
183	array([·1.~~13322429~~,·-0.~~89366748~~,··0.0100~~9743~~])	183	array([-0.77856074,·-0.17478156,·-0.316046··])
184	Dimensions·without·coordinates:·y	184	Dimensions·without·coordinates:·y
185	xarray.DataArray	185	xarray.DataArray
186	····*·y:·3	186	····*·y:·3
187	····*·[X]	187	····*·[X]
188	······1.133·-0.8937·0.0101
189	······~~array([~~·1.~~13322429,~~·-0.~~8936~~6748,··0.~~0100974~~3])	188	······-0.7786·-0.1748·-0.316
		189	······array([-0.77856074,·-0.17478156,·-0.316046··])
190	····*·[·]Coordinates:·(0)	190	····*·[·]Coordinates:·(0)
191	····*·[·]Indexes:·(0)	191	····*·[·]Indexes:·(0)
192	····*·[·]Attributes:·(0)	192	····*·[·]Attributes:·(0)
193	Arithmetic·operations·broadcast·based·on·dimension·name.·This·means·you·don’t	193	Arithmetic·operations·broadcast·based·on·dimension·name.·This·means·you·don’t
194	need·to·insert·dummy·dimensions·for·alignment:	194	need·to·insert·dummy·dimensions·for·alignment:
195	a·=·xr.DataArray(np.random.randn(3),·[data.coords["y"]])	195	a·=·xr.DataArray(np.random.randn(3),·[data.coords["y"]])
196	b·=·xr.DataArray(np.random.randn(4),·dims="z")	196	b·=·xr.DataArray(np.random.randn(4),·dims="z")

197	a	197	a
198	b	198	b

199	a·+·b	199	a·+·b
200	<xarray.DataArray·(y:·3,·z:·4)>·Size:·96B	200	<xarray.DataArray·(y:·3,·z:·4)>·Size:·96B
201	array([[·1.85767422,··0.65598137,··0.94389709,·-0.54466433],
202	·······[·0.75543711,·-0.44625574,·-0.15834003,·-1.64690144],
203	~~·······~~[-0.5~~0438417~~,·-1.~~7060770~~1,·-1.~~4181~~613·,·-2.90~~672~~2~~71]~~])	201	array([[·1.53615732,·-0.44012561,··0.79586337,··2.01652325],
		202	·······[-0.83157188,·-2.80785481,·-1.57186584,·-0.35120595],
		203	·······[·0.14198024,·-1.83430268,·-0.59831371,··0.62234618]])
204	Coordinates:	204	Coordinates:
205	··*·y········(y)·int64·24B·0·1·2	205	··*·y········(y)·int64·24B·0·1·2
206	Dimensions·without·coordinates:·z	206	Dimensions·without·coordinates:·z
207	xarray.DataArray	207	xarray.DataArray
208	····*·y:·3	208	····*·y:·3
209	····*·z:·4	209	····*·z:·4
210	····*·[X]	210	····*·[X]
211	······1.858·0.656·0.9439·-0.5447·0.7554·...·-0.5044·-1.706·-1.418·-2.907
212	······array([[·1.85767422,··0.65598137,··0.94389709,·-0.54466433],
213	·············[·0.75543711,·-0.44625574,·-0.15834003,·-1.64690144],
214	·······~~·····~~·[-0.50~~438417,~~·~~-1.~~7060~~770~~1,·-1.41~~816~~1~~3·,~~·-2.~~90672271]])~~	211	······1.536·-0.4401·0.7959·2.017·-0.8316·...·0.142·-1.834·-0.5983·0.6223
		212	······array([[·1.53615732,·-0.44012561,··0.79586337,··2.01652325],
		213	·············[-0.83157188,·-2.80785481,·-1.57186584,·-0.35120595],
		214	·············[·0.14198024,·-1.83430268,·-0.59831371,··0.62234618]])
215	····*·[X]Coordinates:·(1)	215	····*·[X]Coordinates:·(1)
216	··········o·y	216	··········o·y
217	············(y)	217	············(y)
218	············int64	218	············int64
219	············0·1·2	219	············0·1·2
220	············[·][·]	220	············[·][·]
221	············array([0,·1,·2])	221	············array([0,·1,·2])
Offset 291, 26 lines modified		Offset 291, 26 lines modified
291	Xarray·supports·grouped·operations·using·a·very·similar·API·to·pandas·(see	291	Xarray·supports·grouped·operations·using·a·very·similar·API·to·pandas·(see
292	_\x8G_\x8r_\x8o_\x8u_\x8p_\x8B_\x8y_\x8:_\x8·_\x8G_\x8r_\x8o_\x8u_\x8p_\x8·_\x8a_\x8n_\x8d_\x8·_\x8B_\x8i_\x8n_\x8·_\x8D_\x8a_\x8t_\x8a):	292	_\x8G_\x8r_\x8o_\x8u_\x8p_\x8B_\x8y_\x8:_\x8·_\x8G_\x8r_\x8o_\x8u_\x8p_\x8·_\x8a_\x8n_\x8d_\x8·_\x8B_\x8i_\x8n_\x8·_\x8D_\x8a_\x8t_\x8a):
293	labels·=·xr.DataArray(["E",·"F",·"E"],·[data.coords["y"]],·name="labels")	293	labels·=·xr.DataArray(["E",·"F",·"E"],·[data.coords["y"]],·name="labels")
294	labels	294	labels
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Offset 228, 15 lines modified		Offset 228, 15 lines modified
228	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	228	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
229	HTTPConnection._new_conn(self)	229	HTTPConnection._new_conn(self)
230	····204·except·socket.gaierror·as·e:	230	····204·except·socket.gaierror·as·e:
231	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	231	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
232	····206·except·SocketTimeout·as·e:	232	····206·except·SocketTimeout·as·e:

233	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	233	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
234	0xffff~~5a0e~~e850>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	234	0xffff6b1be710>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
235	in·name·resolution)	235	in·name·resolution)

236	The·above·exception·was·the·direct·cause·of·the·following·exception:	236	The·above·exception·was·the·direct·cause·of·the·following·exception:

237	MaxRetryError·····························Traceback·(most·recent·call·last)	237	MaxRetryError·····························Traceback·(most·recent·call·last)
238	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	238	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
239	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	239	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 272, 15 lines modified		Offset 272, 15 lines modified
272	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	272	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
273	[arg-type]	273	[arg-type]
274	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	274	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

275	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	275	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
276	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	276	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
277	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	277	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
278	0xffff~~5a0e~~e850>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	278	0xffff6b1be710>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
279	in·name·resolution)"))	279	in·name·resolution)"))

280	During·handling·of·the·above·exception,·another·exception·occurred:	280	During·handling·of·the·above·exception,·another·exception·occurred:

281	ConnectionError···························Traceback·(most·recent·call·last)	281	ConnectionError···························Traceback·(most·recent·call·last)
282	Cell·In[1],·line·1	282	Cell·In[1],·line·1
283	---->·1·da·=·xr.tutorial.open_dataset("air_temperature")["air"]	283	---->·1·da·=·xr.tutorial.open_dataset("air_temperature")["air"]
Offset 376, 15 lines modified		Offset 376, 15 lines modified
376	-->·700·····raise·ConnectionError(e,·request=request)	376	-->·700·····raise·ConnectionError(e,·request=request)
377	····702·except·ClosedPoolError·as·e:	377	····702·except·ClosedPoolError·as·e:
378	····703·····raise·ConnectionError(e,·request=request)	378	····703·····raise·ConnectionError(e,·request=request)

379	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	379	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
380	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	380	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
381	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	381	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
382	0xffff~~5a0e~~e850>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	382	0xffff6b1be710>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
383	in·name·resolution)"))	383	in·name·resolution)"))

384	In·[2]:·var·=·da.variable	384	In·[2]:·var·=·da.variable
385	---------------------------------------------------------------------------	385	---------------------------------------------------------------------------
386	AttributeError····························Traceback·(most·recent·call·last)	386	AttributeError····························Traceback·(most·recent·call·last)
387	Cell·In[2],·line·1	387	Cell·In[2],·line·1
388	---->·1·var·=·da.variable	388	---->·1·var·=·da.variable
Offset 503, 15 lines modified		Offset 503, 15 lines modified
503	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	503	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
504	HTTPConnection._new_conn(self)	504	HTTPConnection._new_conn(self)
505	····204·except·socket.gaierror·as·e:	505	····204·except·socket.gaierror·as·e:
506	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	506	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
507	····206·except·SocketTimeout·as·e:	507	····206·except·SocketTimeout·as·e:

508	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	508	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
509	0xffff~~593f595~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	509	0xffff6a4bd810>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
510	in·name·resolution)	510	in·name·resolution)

511	The·above·exception·was·the·direct·cause·of·the·following·exception:	511	The·above·exception·was·the·direct·cause·of·the·following·exception:

512	MaxRetryError·····························Traceback·(most·recent·call·last)	512	MaxRetryError·····························Traceback·(most·recent·call·last)
513	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	513	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
514	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	514	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 547, 15 lines modified		Offset 547, 15 lines modified
547	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	547	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
548	[arg-type]	548	[arg-type]
549	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	549	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

550	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	550	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
551	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	551	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
552	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	552	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
553	0xffff~~593f595~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	553	0xffff6a4bd810>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
554	in·name·resolution)"))	554	in·name·resolution)"))

555	During·handling·of·the·above·exception,·another·exception·occurred:	555	During·handling·of·the·above·exception,·another·exception·occurred:

556	ConnectionError···························Traceback·(most·recent·call·last)	556	ConnectionError···························Traceback·(most·recent·call·last)
557	Cell·In[7],·line·1	557	Cell·In[7],·line·1
558	---->·1·da·=·xr.tutorial.open_dataset("air_temperature")["air"]	558	---->·1·da·=·xr.tutorial.open_dataset("air_temperature")["air"]
Offset 651, 15 lines modified		Offset 651, 15 lines modified
651	-->·700·····raise·ConnectionError(e,·request=request)	651	-->·700·····raise·ConnectionError(e,·request=request)
652	····702·except·ClosedPoolError·as·e:	652	····702·except·ClosedPoolError·as·e:
653	····703·····raise·ConnectionError(e,·request=request)	653	····703·····raise·ConnectionError(e,·request=request)

654	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	654	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
655	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	655	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
656	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	656	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
657	0xffff~~593f595~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	657	0xffff6a4bd810>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
658	in·name·resolution)"))	658	in·name·resolution)"))

659	In·[8]:·var·=·da.variable	659	In·[8]:·var·=·da.variable
660	---------------------------------------------------------------------------	660	---------------------------------------------------------------------------
661	AttributeError····························Traceback·(most·recent·call·last)	661	AttributeError····························Traceback·(most·recent·call·last)
662	Cell·In[8],·line·1	662	Cell·In[8],·line·1
663	---->·1·var·=·da.variable	663	---->·1·var·=·da.variable


Offset 594, 15 lines modified		Offset 594, 15 lines modified
594	<span·class="g·g-Whitespace">····</span><span·class="mi">705</span>·<span·class="n">server_hostname</span><span·class="p">:</span>·<span·class="nb">str</span>·<span·class="o">=</span>·<span·class="bp">self</span><span·class="o">.</span><span·class="n">host</span>	594	<span·class="g·g-Whitespace">····</span><span·class="mi">705</span>·<span·class="n">server_hostname</span><span·class="p">:</span>·<span·class="nb">str</span>·<span·class="o">=</span>·<span·class="bp">self</span><span·class="o">.</span><span·class="n">host</span>

595	<span·class="nn">File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,</span>·in·<span·class="ni">HTTPConnection._new_conn</span><span·class="nt">(self)</span>	595	<span·class="nn">File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,</span>·in·<span·class="ni">HTTPConnection._new_conn</span><span·class="nt">(self)</span>
596	<span·class="g·g-Whitespace">····</span><span·class="mi">204</span>·<span·class="k">except</span>·<span·class="n">socket</span><span·class="o">.</span><span·class="n">gaierror</span>·<span·class="k">as</span>·<span·class="n">e</span><span·class="p">:</span>	596	<span·class="g·g-Whitespace">····</span><span·class="mi">204</span>·<span·class="k">except</span>·<span·class="n">socket</span><span·class="o">.</span><span·class="n">gaierror</span>·<span·class="k">as</span>·<span·class="n">e</span><span·class="p">:</span>
597	<span·class="ne">-->·</span><span·class="mi">205</span>·····<span·class="k">raise</span>·<span·class="n">NameResolutionError</span><span·class="p">(</span><span·class="bp">self</span><span·class="o">.</span><span·class="n">host</span><span·class="p">,</span>·<span·class="bp">self</span><span·class="p">,</span>·<span·class="n">e</span><span·class="p">)</span>·<span·class="kn">from</span>·<span·class="nn">e</span>	597	<span·class="ne">-->·</span><span·class="mi">205</span>·····<span·class="k">raise</span>·<span·class="n">NameResolutionError</span><span·class="p">(</span><span·class="bp">self</span><span·class="o">.</span><span·class="n">host</span><span·class="p">,</span>·<span·class="bp">self</span><span·class="p">,</span>·<span·class="n">e</span><span·class="p">)</span>·<span·class="kn">from</span>·<span·class="nn">e</span>
598	<span·class="g·g-Whitespace">····</span><span·class="mi">206</span>·<span·class="k">except</span>·<span·class="n">SocketTimeout</span>·<span·class="k">as</span>·<span·class="n">e</span><span·class="p">:</span>	598	<span·class="g·g-Whitespace">····</span><span·class="mi">206</span>·<span·class="k">except</span>·<span·class="n">SocketTimeout</span>·<span·class="k">as</span>·<span·class="n">e</span><span·class="p">:</span>

599	<span·class="ne">NameResolutionError</span>:·<urllib3.connection.HTTPSConnection·object·at·0xffff~~574e361~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)	599	<span·class="ne">NameResolutionError</span>:·<urllib3.connection.HTTPSConnection·object·at·0xffff685b74d0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)

600	<span·class="n">The</span>·<span·class="n">above</span>·<span·class="n">exception</span>·<span·class="n">was</span>·<span·class="n">the</span>·<span·class="n">direct</span>·<span·class="n">cause</span>·<span·class="n">of</span>·<span·class="n">the</span>·<span·class="n">following</span>·<span·class="n">exception</span><span·class="p">:</span>	600	<span·class="n">The</span>·<span·class="n">above</span>·<span·class="n">exception</span>·<span·class="n">was</span>·<span·class="n">the</span>·<span·class="n">direct</span>·<span·class="n">cause</span>·<span·class="n">of</span>·<span·class="n">the</span>·<span·class="n">following</span>·<span·class="n">exception</span><span·class="p">:</span>

601	<span·class="ne">MaxRetryError</span><span·class="g·g-Whitespace">·····························</span>Traceback·(most·recent·call·last)	601	<span·class="ne">MaxRetryError</span><span·class="g·g-Whitespace">·····························</span>Traceback·(most·recent·call·last)
602	<span·class="nn">File·/usr/lib/python3/dist-packages/requests/adapters.py:667,</span>·in·<span·class="ni">HTTPAdapter.send</span><span·class="nt">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>	602	<span·class="nn">File·/usr/lib/python3/dist-packages/requests/adapters.py:667,</span>·in·<span·class="ni">HTTPAdapter.send</span><span·class="nt">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
603	<span·class="g·g-Whitespace">····</span><span·class="mi">666</span>·<span·class="k">try</span><span·class="p">:</span>	603	<span·class="g·g-Whitespace">····</span><span·class="mi">666</span>·<span·class="k">try</span><span·class="p">:</span>
604	<span·class="ne">-->·</span><span·class="mi">667</span>·····<span·class="n">resp</span>·<span·class="o">=</span>·<span·class="n">conn</span><span·class="o">.</span><span·class="n">urlopen</span><span·class="p">(</span>	604	<span·class="ne">-->·</span><span·class="mi">667</span>·····<span·class="n">resp</span>·<span·class="o">=</span>·<span·class="n">conn</span><span·class="o">.</span><span·class="n">urlopen</span><span·class="p">(</span>
Offset 628, 15 lines modified		Offset 628, 15 lines modified
628	<span·class="g·g-Whitespace">····</span><span·class="mi">844</span>·<span·class="n">retries</span><span·class="o">.</span><span·class="n">sleep</span><span·class="p">()</span>	628	<span·class="g·g-Whitespace">····</span><span·class="mi">844</span>·<span·class="n">retries</span><span·class="o">.</span><span·class="n">sleep</span><span·class="p">()</span>

629	<span·class="nn">File·/usr/lib/python3/dist-packages/urllib3/util/retry.py:519,</span>·in·<span·class="ni">Retry.increment</span><span·class="nt">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>	629	<span·class="nn">File·/usr/lib/python3/dist-packages/urllib3/util/retry.py:519,</span>·in·<span·class="ni">Retry.increment</span><span·class="nt">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
630	<span·class="g·g-Whitespace">····</span><span·class="mi">518</span>·····<span·class="n">reason</span>·<span·class="o">=</span>·<span·class="n">error</span>·<span·class="ow">or</span>·<span·class="n">ResponseError</span><span·class="p">(</span><span·class="n">cause</span><span·class="p">)</span>	630	<span·class="g·g-Whitespace">····</span><span·class="mi">518</span>·····<span·class="n">reason</span>·<span·class="o">=</span>·<span·class="n">error</span>·<span·class="ow">or</span>·<span·class="n">ResponseError</span><span·class="p">(</span><span·class="n">cause</span><span·class="p">)</span>
631	<span·class="ne">-->·</span><span·class="mi">519</span>·····<span·class="k">raise</span>·<span·class="n">MaxRetryError</span><span·class="p">(</span><span·class="n">_pool</span><span·class="p">,</span>·<span·class="n">url</span><span·class="p">,</span>·<span·class="n">reason</span><span·class="p">)</span>·<span·class="kn">from</span>·<span·class="nn">reason</span>··<span·class="c1">#·type:·ignore[arg-type]</span>	631	<span·class="ne">-->·</span><span·class="mi">519</span>·····<span·class="k">raise</span>·<span·class="n">MaxRetryError</span><span·class="p">(</span><span·class="n">_pool</span><span·class="p">,</span>·<span·class="n">url</span><span·class="p">,</span>·<span·class="n">reason</span><span·class="p">)</span>·<span·class="kn">from</span>·<span·class="nn">reason</span>··<span·class="c1">#·type:·ignore[arg-type]</span>
632	<span·class="g·g-Whitespace">····</span><span·class="mi">521</span>·<span·class="n">log</span><span·class="o">.</span><span·class="n">debug</span><span·class="p">(</span><span·class="s2">"Incremented·Retry·for·(url='</span><span·class="si">%s</span><span·class="s2">'):·</span><span·class="si">%r</span><span·class="s2">"</span><span·class="p">,</span>·<span·class="n">url</span><span·class="p">,</span>·<span·class="n">new_retry</span><span·class="p">)</span>	632	<span·class="g·g-Whitespace">····</span><span·class="mi">521</span>·<span·class="n">log</span><span·class="o">.</span><span·class="n">debug</span><span·class="p">(</span><span·class="s2">"Incremented·Retry·for·(url='</span><span·class="si">%s</span><span·class="s2">'):·</span><span·class="si">%r</span><span·class="s2">"</span><span·class="p">,</span>·<span·class="n">url</span><span·class="p">,</span>·<span·class="n">new_retry</span><span·class="p">)</span>

633	<span·class="ne">MaxRetryError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~574e361~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))	633	<span·class="ne">MaxRetryError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff685b74d0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))

634	<span·class="n">During</span>·<span·class="n">handling</span>·<span·class="n">of</span>·<span·class="n">the</span>·<span·class="n">above</span>·<span·class="n">exception</span><span·class="p">,</span>·<span·class="n">another</span>·<span·class="n">exception</span>·<span·class="n">occurred</span><span·class="p">:</span>	634	<span·class="n">During</span>·<span·class="n">handling</span>·<span·class="n">of</span>·<span·class="n">the</span>·<span·class="n">above</span>·<span·class="n">exception</span><span·class="p">,</span>·<span·class="n">another</span>·<span·class="n">exception</span>·<span·class="n">occurred</span><span·class="p">:</span>

635	<span·class="ne">ConnectionError</span><span·class="g·g-Whitespace">···························</span>Traceback·(most·recent·call·last)	635	<span·class="ne">ConnectionError</span><span·class="g·g-Whitespace">···························</span>Traceback·(most·recent·call·last)
636	<span·class="n">Cell</span>·<span·class="n">In</span><span·class="p">[</span><span·class="mi">4</span><span·class="p">],</span>·<span·class="n">line</span>·<span·class="mi">1</span>	636	<span·class="n">Cell</span>·<span·class="n">In</span><span·class="p">[</span><span·class="mi">4</span><span·class="p">],</span>·<span·class="n">line</span>·<span·class="mi">1</span>
637	<span·class="ne">---->·</span><span·class="mi">1</span>·<span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">load_dataset</span><span·class="p">(</span><span·class="s2">"rasm"</span><span·class="p">)</span>	637	<span·class="ne">---->·</span><span·class="mi">1</span>·<span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">load_dataset</span><span·class="p">(</span><span·class="s2">"rasm"</span><span·class="p">)</span>

Offset 725, 18 lines modified		Offset 725, 18 lines modified
725	<span·class="g·g-Whitespace">····</span><span·class="mi">696</span>·····<span·class="k">if</span>·<span·class="nb">isinstance</span><span·class="p">(</span><span·class="n">e</span><span·class="o">.</span><span·class="n">reason</span><span·class="p">,</span>·<span·class="n">_SSLError</span><span·class="p">):</span>	725	<span·class="g·g-Whitespace">····</span><span·class="mi">696</span>·····<span·class="k">if</span>·<span·class="nb">isinstance</span><span·class="p">(</span><span·class="n">e</span><span·class="o">.</span><span·class="n">reason</span><span·class="p">,</span>·<span·class="n">_SSLError</span><span·class="p">):</span>
726	<span·class="g·g-Whitespace">····</span><span·class="mi">697</span>·········<span·class="c1">#·This·branch·is·for·urllib3·v1.22·and·later.</span>	726	<span·class="g·g-Whitespace">····</span><span·class="mi">697</span>·········<span·class="c1">#·This·branch·is·for·urllib3·v1.22·and·later.</span>
727	<span·class="g·g-Whitespace">····</span><span·class="mi">698</span>·········<span·class="k">raise</span>·<span·class="n">SSLError</span><span·class="p">(</span><span·class="n">e</span><span·class="p">,</span>·<span·class="n">request</span><span·class="o">=</span><span·class="n">request</span><span·class="p">)</span>	727	<span·class="g·g-Whitespace">····</span><span·class="mi">698</span>·········<span·class="k">raise</span>·<span·class="n">SSLError</span><span·class="p">(</span><span·class="n">e</span><span·class="p">,</span>·<span·class="n">request</span><span·class="o">=</span><span·class="n">request</span><span·class="p">)</span>
728	<span·class="ne">-->·</span><span·class="mi">700</span>·····<span·class="k">raise</span>·<span·class="ne">ConnectionError</span><span·class="p">(</span><span·class="n">e</span><span·class="p">,</span>·<span·class="n">request</span><span·class="o">=</span><span·class="n">request</span><span·class="p">)</span>	728	<span·class="ne">-->·</span><span·class="mi">700</span>·····<span·class="k">raise</span>·<span·class="ne">ConnectionError</span><span·class="p">(</span><span·class="n">e</span><span·class="p">,</span>·<span·class="n">request</span><span·class="o">=</span><span·class="n">request</span><span·class="p">)</span>
729	<span·class="g·g-Whitespace">····</span><span·class="mi">702</span>·<span·class="k">except</span>·<span·class="n">ClosedPoolError</span>·<span·class="k">as</span>·<span·class="n">e</span><span·class="p">:</span>	729	<span·class="g·g-Whitespace">····</span><span·class="mi">702</span>·<span·class="k">except</span>·<span·class="n">ClosedPoolError</span>·<span·class="k">as</span>·<span·class="n">e</span><span·class="p">:</span>
730	<span·class="g·g-Whitespace">····</span><span·class="mi">703</span>·····<span·class="k">raise</span>·<span·class="ne">ConnectionError</span><span·class="p">(</span><span·class="n">e</span><span·class="p">,</span>·<span·class="n">request</span><span·class="o">=</span><span·class="n">request</span><span·class="p">)</span>	730	<span·class="g·g-Whitespace">····</span><span·class="mi">703</span>·····<span·class="k">raise</span>·<span·class="ne">ConnectionError</span><span·class="p">(</span><span·class="n">e</span><span·class="p">,</span>·<span·class="n">request</span><span·class="o">=</span><span·class="n">request</span><span·class="p">)</span>

731	<span·class="ne">ConnectionError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~574e361~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))	731	<span·class="ne">ConnectionError</span>:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff685b74d0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))

732	<span·class="gp">In·[5]:·</span><span·class="n">ds</span><span·class="o">.</span><span·class="n">to_zarr</span><span·class="p">(</span><span·class="s2">"rasm.zarr"</span><span·class="p">,</span>·<span·class="n">mode</span><span·class="o">=</span><span·class="s2">"w"</span><span·class="p">)</span>	732	<span·class="gp">In·[5]:·</span><span·class="n">ds</span><span·class="o">.</span><span·class="n">to_zarr</span><span·class="p">(</span><span·class="s2">"rasm.zarr"</span><span·class="p">,</span>·<span·class="n">mode</span><span·class="o">=</span><span·class="s2">"w"</span><span·class="p">)</span>
733	<span·class="gh">Out[5]:·</span><span·class="go"><xarray.backends.zarr.ZarrStore·at·0xffff~~579c3a3~~0></span>	733	<span·class="gh">Out[5]:·</span><span·class="go"><xarray.backends.zarr.ZarrStore·at·0xffff68a6bd90></span>

734	<span·class="gp">In·[6]:·</span><span·class="n">zgroup</span>·<span·class="o">=</span>·<span·class="n">zarr</span><span·class="o">.</span><span·class="n">open</span><span·class="p">(</span><span·class="s2">"rasm.zarr"</span><span·class="p">)</span>	734	<span·class="gp">In·[6]:·</span><span·class="n">zgroup</span>·<span·class="o">=</span>·<span·class="n">zarr</span><span·class="o">.</span><span·class="n">open</span><span·class="p">(</span><span·class="s2">"rasm.zarr"</span><span·class="p">)</span>

735	<span·class="gp">In·[7]:·</span><span·class="nb">print</span><span·class="p">(</span><span·class="n">os</span><span·class="o">.</span><span·class="n">listdir</span><span·class="p">(</span><span·class="s2">"rasm.zarr"</span><span·class="p">))</span>	735	<span·class="gp">In·[7]:·</span><span·class="nb">print</span><span·class="p">(</span><span·class="n">os</span><span·class="o">.</span><span·class="n">listdir</span><span·class="p">(</span><span·class="s2">"rasm.zarr"</span><span·class="p">))</span>
736	<span·class="go">['time',·'zarr.json']</span>	736	<span·class="go">['time',·'zarr.json']</span>

737	<span·class="gp">In·[8]:·</span><span·class="nb">print</span><span·class="p">(</span><span·class="n">zgroup</span><span·class="o">.</span><span·class="n">tree</span><span·class="p">())</span>	737	<span·class="gp">In·[8]:·</span><span·class="nb">print</span><span·class="p">(</span><span·class="n">zgroup</span><span·class="o">.</span><span·class="n">tree</span><span·class="p">())</span>


Offset 167, 15 lines modified		Offset 167, 15 lines modified
167	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in	167	File·/usr/lib/python3/dist-packages/urllib3/connection.py:205,·in
168	HTTPConnection._new_conn(self)	168	HTTPConnection._new_conn(self)
169	····204·except·socket.gaierror·as·e:	169	····204·except·socket.gaierror·as·e:
170	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e	170	-->·205·····raise·NameResolutionError(self.host,·self,·e)·from·e
171	····206·except·SocketTimeout·as·e:	171	····206·except·SocketTimeout·as·e:

172	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at	172	NameResolutionError:·<urllib3.connection.HTTPSConnection·object·at
173	0xffff~~574e361~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	173	0xffff685b74d0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
174	in·name·resolution)	174	in·name·resolution)

175	The·above·exception·was·the·direct·cause·of·the·following·exception:	175	The·above·exception·was·the·direct·cause·of·the·following·exception:

176	MaxRetryError·····························Traceback·(most·recent·call·last)	176	MaxRetryError·····························Traceback·(most·recent·call·last)
177	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in	177	File·/usr/lib/python3/dist-packages/requests/adapters.py:667,·in
178	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)	178	HTTPAdapter.send(self,·request,·stream,·timeout,·verify,·cert,·proxies)
Offset 211, 15 lines modified		Offset 211, 15 lines modified
211	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore	211	-->·519·····raise·MaxRetryError(_pool,·url,·reason)·from·reason··#·type:·ignore
212	[arg-type]	212	[arg-type]
213	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)	213	····521·log.debug("Incremented·Retry·for·(url='%s'):·%r",·url,·new_retry)

214	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	214	MaxRetryError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
215	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by	215	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by
216	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	216	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
217	0xffff~~574e361~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	217	0xffff685b74d0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
218	in·name·resolution)"))	218	in·name·resolution)"))

219	During·handling·of·the·above·exception,·another·exception·occurred:	219	During·handling·of·the·above·exception,·another·exception·occurred:

220	ConnectionError···························Traceback·(most·recent·call·last)	220	ConnectionError···························Traceback·(most·recent·call·last)
221	Cell·In[4],·line·1	221	Cell·In[4],·line·1
222	---->·1·ds·=·xr.tutorial.load_dataset("rasm")	222	---->·1·ds·=·xr.tutorial.load_dataset("rasm")
Offset 328, 19 lines modified		Offset 328, 19 lines modified
328	-->·700·····raise·ConnectionError(e,·request=request)	328	-->·700·····raise·ConnectionError(e,·request=request)
329	····702·except·ClosedPoolError·as·e:	329	····702·except·ClosedPoolError·as·e:
330	····703·····raise·ConnectionError(e,·request=request)	330	····703·····raise·ConnectionError(e,·request=request)

331	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	331	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
332	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by	332	exceeded·with·url:·/pydata/xarray-data/raw/master/rasm.nc·(Caused·by
333	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	333	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
334	0xffff~~574e361~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	334	0xffff685b74d0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
335	in·name·resolution)"))	335	in·name·resolution)"))

336	In·[5]:·ds.to_zarr("rasm.zarr",·mode="w")	336	In·[5]:·ds.to_zarr("rasm.zarr",·mode="w")
337	Out[5]:·<xarray.backends.zarr.ZarrStore·at·0xffff~~579c3a3~~0>	337	Out[5]:·<xarray.backends.zarr.ZarrStore·at·0xffff68a6bd90>

338	In·[6]:·zgroup·=·zarr.open("rasm.zarr")	338	In·[6]:·zgroup·=·zarr.open("rasm.zarr")

339	In·[7]:·print(os.listdir("rasm.zarr"))	339	In·[7]:·print(os.listdir("rasm.zarr"))
340	['time',·'zarr.json']	340	['time',·'zarr.json']

341	In·[8]:·print(zgroup.tree())	341	In·[8]:·print(zgroup.tree())


Offset 2457, 15 lines modified		Offset 2457, 15 lines modified
2457	········"4":·"py:attribute",	2457	········"4":·"py:attribute",
2458	········"5":·"py:function"	2458	········"5":·"py:function"
2459	····},	2459	····},
2460	····"terms":·{	2460	····"terms":·{
2461	········"":·[1,·3,·6,·7,·8,·9,·10,·11,·12,·14,·15,·20,·22,·23,·24,·25,·26,·27,·28,·29,·30,·32,·33,·34,·35,·36,·37,·38,·39,·40,·41,·42,·43,·44,·46,·47,·48,·50,·51,·52,·53,·54,·55,·56],	2461	········"":·[1,·3,·6,·7,·8,·9,·10,·11,·12,·14,·15,·20,·22,·23,·24,·25,·26,·27,·28,·29,·30,·32,·33,·34,·35,·36,·37,·38,·39,·40,·41,·42,·43,·44,·46,·47,·48,·50,·51,·52,·53,·54,·55,·56],
2462	········"0":·[3,·6,·7,·8,·9,·11,·12,·13,·14,·16,·18,·21,·22,·24,·25,·26,·27,·28,·29,·30,·32,·34,·35,·36,·37,·38,·39,·40,·43,·44,·46,·47,·48,·50,·51,·52,·53,·54,·55,·56],	2462	········"0":·[3,·6,·7,·8,·9,·11,·12,·13,·14,·16,·18,·21,·22,·24,·25,·26,·27,·28,·29,·30,·32,·34,·35,·36,·37,·38,·39,·40,·43,·44,·46,·47,·48,·50,·51,·52,·53,·54,·55,·56],
2463	········"00":·[14,·34,·38,·39,·40,·48,·50,·54,·55,·56,·57],	2463	········"00":·[14,·34,·38,·39,·40,·48,·50,·54,·55,·56,·57],
2464	········"000":·34,	2464	········"000":·[34,·54],
2465	········"0000":·34,	2465	········"0000":·34,
2466	········"000000":·[14,·16,·34],	2466	········"000000":·[14,·16,·34],
2467	········"000000000":·[14,·39,·40,·55],	2467	········"000000000":·[14,·39,·40,·55],
2468	········"000001":·34,	2468	········"000001":·34,
2469	········"000001901":·34,	2469	········"000001901":·34,
2470	········"0001":·[34,·56,·57],	2470	········"0001":·[34,·56,·57],
2471	········"00010101":·56,	2471	········"00010101":·56,
Offset 2476, 41 lines modified		Offset 2476, 41 lines modified
2476	········"00021101":·56,	2476	········"00021101":·56,
2477	········"00021201":·56,	2477	········"00021201":·56,
2478	········"000e":·[51,·54],	2478	········"000e":·[51,·54],
2479	········"001":·34,	2479	········"001":·34,
2480	········"001901901":·34,	2480	········"001901901":·34,
2481	········"001e":·39,	2481	········"001e":·39,
2482	········"003000":·34,	2482	········"003000":·34,
		2483	········"005":·54,
2483	········"005036":·43,	2484	········"005036":·43,
2484	········"005e":·39,	2485	········"005e":·39,
2485	········"00688889":·38,	2486	········"00688889":·38,
2486	········"006e":·39,	2487	········"006e":·39,
2487	········"007e":·54,	2488	········"007":·54,
		2489	········"008j":·54,
2488	········"00914929":·38,	2490	········"00914929":·38,
2489	········"00941742":·38,	2491	········"00941742":·38,
2490	········"00968205":·38,	2492	········"00968205":·38,
2491	········"00973567":·38,	2493	········"00973567":·38,
2492	········"01":·[14,·16,·24,·34,·39,·40,·44,·46,·47,·48,·50,·51,·54,·55,·56],	2494	········"01":·[14,·16,·24,·34,·39,·40,·44,·46,·47,·48,·50,·51,·54,·55,·56],
2493	········"01009743":·22,
2494	········"0101arrai":·22,
2495	········"010569":·14,	2495	········"010569":·14,
2496	········"01082401":·38,	2496	········"01082401":·38,
2497	········"01183847":·38,	2497	········"01183847":·38,
2498	········"01328073":·22,
2499	········"01612903":·14,	2498	········"01612903":·14,
2500	········"01636376":·38,	2499	········"01636376":·38,
		2500	········"01652325":·22,
2501	········"01652688":·38,	2501	········"01652688":·38,
2502	········"01652764":·38,	2502	········"01652764":·38,
2503	········"0165891":·38,	2503	········"0165891":·38,
2504	········"01670071":·38,	2504	········"01670071":·38,
2505	········"01670121":·38,	2505	········"01670121":·38,
2506	········"01671269":·38,	2506	········"01671269":·38,
2507	········"01671847":·38,	2507	········"01671847":·38,
2508	········"01672":·38,	2508	········"01672":·38,
2509	········"017":·46,	2509	········"017":·[22,·46],
2510	········"01806694":·38,	2510	········"01806694":·38,
2511	········"01814439":·38,	2511	········"01814439":·38,
2512	········"0182217":·38,	2512	········"0182217":·38,
2513	········"018e":·39,	2513	········"018e":·39,
2514	········"019":·43,	2514	········"019":·43,
2515	········"01906":·51,	2515	········"01906":·51,
2516	········"019e":·39,	2516	········"019e":·39,
Offset 2521, 41 lines modified		Offset 2521, 40 lines modified
2521	········"01t06":·34,	2521	········"01t06":·34,
2522	········"01t12":·[34,·55],	2522	········"01t12":·[34,·55],
2523	········"01t18":·34,	2523	········"01t18":·34,
2524	········"02":·[11,·14,·34,·38,·39,·40,·44,·46,·47,·48,·51,·55,·56],	2524	········"02":·[11,·14,·34,·38,·39,·40,·44,·46,·47,·48,·51,·55,·56],
2525	········"020e":·39,	2525	········"020e":·39,
2526	········"021e":·[39,·48],	2526	········"021e":·[39,·48],
2527	········"023e":·39,	2527	········"023e":·39,
2528	········"024e":·[39,·48],	2528	········"024e":·[39,·48,·54],
		2529	········"024j":·54,
2529	········"026e":·39,	2530	········"026e":·39,
2530	········"029e":·51,	2531	········"029e":·51,
2531	········"02t00":·[14,·34,·39,·40],	2532	········"02t00":·[14,·34,·39,·40],
2532	········"03":·[6,·14,·34,·39,·46,·47,·48,·51,·55,·56],	2533	········"03":·[6,·14,·34,·39,·46,·47,·48,·51,·55,·56],
2533	········"03047":·51,	2534	········"03047":·51,
2534	········"031":·44,	2535	········"031":·44,
2535	········"032e":·54,
2536	········"03333":·47,	2536	········"03333":·47,
2537	········"03343807":·38,	2537	········"03343807":·38,
2538	········"03343845":·38,	2538	········"03343845":·38,
2539	········"03343858":·38,	2539	········"03343858":·38,
2540	········"03344":·38,	2540	········"03344":·38,
2541	········"03472":·22,
2542	········"03472391":·22,
2543	········"035e":·39,	2541	········"035e":·39,
2544	········"03611368":·38,	2542	········"03611368":·38,
2545	········"03626848":·38,	2543	········"03626848":·38,
2546	········"03642301":·38,	2544	········"03642301":·38,
2547	········"036e":·51,	2545	········"036e":·51,
2548	········"037":·14,	2546	········"037":·14,
2549	········"037369":·14,	2547	········"037369":·14,
2550	········"03736932":·14,	2548	········"03736932":·14,
2551	········"0379266750948":·48,	2549	········"0379266750948":·48,
2552	········"037e":·39,	2550	········"037e":·39,
2553	········"038":·46,	2551	········"038":·[46,·54],
2554	········"03835":·44,	2552	········"03835":·44,
		2553	········"038j":·54,
2555	········"03t00":·[14,·34,·39,·40],	2554	········"03t00":·[14,·34,·39,·40],
2556	········"04":·[14,·28,·32,·34,·35,·38,·39,·40,·44,·46,·48,·50,·55],	2555	········"04":·[14,·28,·32,·34,·35,·38,·39,·40,·44,·46,·48,·50,·55],
2557	········"040347":·14,	2556	········"040347":·14,
2558	········"04096206":·38,	2557	········"04096206":·38,
2559	········"04097352":·38,	2558	········"04097352":·38,
2560	········"040e":·51,	2559	········"040e":·51,
2561	········"0417827":·48,	2560	········"0417827":·48,
Offset 2567, 18 lines modified		Offset 2566, 17 lines modified
2567	········"04569651":·14,	2566	········"04569651":·14,
2568	········"046e":·38,	2567	········"046e":·38,
2569	········"04703446":·38,	2568	········"04703446":·38,
2570	········"047e":·[39,·51],	2569	········"047e":·[39,·51],
2571	········"04835611":·38,	2570	········"04835611":·38,
2572	········"04862391":·38,	2571	········"04862391":·38,
2573	········"048e":·39,	2572	········"048e":·39,
		2573	········"04ef47f9":·48,
2574	········"04t00":·[39,·40],	2574	········"04t00":·[39,·40],
2575	········"05":·[14,·34,·38,·40,·48,·51,·54,·55,·56],	2575	········"05":·[14,·34,·38,·40,·48,·51,·54,·55,·56],
2576	········"051":·22,
2577	········"05145094":·22,
2578	········"05405954":·38,	2576	········"05405954":·38,
2579	········"05556":·47,	2577	········"05556":·47,
2580	········"056":·47,	2578	········"056":·47,
2581	········"057e":·39,	2579	········"057e":·39,
2582	········"058e":·39,	2580	········"058e":·39,
2583	········"05912615":·38,	2581	········"05912615":·38,
2584	········"05t00":·39,	2582	········"05t00":·39,
Offset 2586, 14 lines modified		Offset 2584, 18 lines modified
2586	········"060403":·14,	2584	········"060403":·14,
2587	········"061":·46,	2585	········"061":·46,
Max diff block lines reached; 58192/61937 bytes (93.95%) of diff not shown.


Offset 1176, 18 lines modified		Offset 1176, 18 lines modified
1176	a·method·call·with·an·external·function·(e.g.,·<code·class="docutils·literal·notranslate"><span·class="pre">ds.pipe(func)</span></code>)·instead·of	1176	a·method·call·with·an·external·function·(e.g.,·<code·class="docutils·literal·notranslate"><span·class="pre">ds.pipe(func)</span></code>)·instead·of
1177	simply·calling·it·(e.g.,·<code·class="docutils·literal·notranslate"><span·class="pre">func(ds)</span></code>).·This·allows·you·to·write·pipelines·for	1177	simply·calling·it·(e.g.,·<code·class="docutils·literal·notranslate"><span·class="pre">func(ds)</span></code>).·This·allows·you·to·write·pipelines·for
1178	transforming·your·data·(using·“method·chaining”)·instead·of·writing·hard·to	1178	transforming·your·data·(using·“method·chaining”)·instead·of·writing·hard·to
1179	follow·nested·function·calls:</p>	1179	follow·nested·function·calls:</p>
1180	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·these·lines·are·equivalent,·but·with·pipe·we·can·make·the·logic·flow</span>	1180	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·these·lines·are·equivalent,·but·with·pipe·we·can·make·the·logic·flow</span>
1181	<span·class="go">#·entirely·from·left·to·right</span>	1181	<span·class="go">#·entirely·from·left·to·right</span>
1182	<span·class="gp">In·[64]:·</span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">((</span><span·class="mi">2</span>·<span·class="o">*</span>·<span·class="n">ds</span><span·class="o">.</span><span·class="n">temperature</span><span·class="o">.</span><span·class="n">sel</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">))</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"instrument"</span><span·class="p">))</span>	1182	<span·class="gp">In·[64]:·</span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">((</span><span·class="mi">2</span>·<span·class="o">*</span>·<span·class="n">ds</span><span·class="o">.</span><span·class="n">temperature</span><span·class="o">.</span><span·class="n">sel</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">))</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"instrument"</span><span·class="p">))</span>
1183	<span·class="gh">Out[64]:·</span><span·class="go">[<matplotlib.lines.Line2D·at·0xffff~~5242c91~~0>]</span>	1183	<span·class="gh">Out[64]:·</span><span·class="go">[<matplotlib.lines.Line2D·at·0xffff635007d0>]</span>

1184	<span·class="gp">In·[65]:·</span><span·class="p">(</span><span·class="n">ds</span><span·class="o">.</span><span·class="n">temperature</span><span·class="o">.</span><span·class="n">sel</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span><span·class="o">.</span><span·class="n">pipe</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">x</span><span·class="p">:</span>·<span·class="mi">2</span>·<span·class="o">*</span>·<span·class="n">x</span><span·class="p">)</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"instrument"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">pipe</span><span·class="p">(</span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">))</span>	1184	<span·class="gp">In·[65]:·</span><span·class="p">(</span><span·class="n">ds</span><span·class="o">.</span><span·class="n">temperature</span><span·class="o">.</span><span·class="n">sel</span><span·class="p">(</span><span·class="n">loc</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span><span·class="o">.</span><span·class="n">pipe</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">x</span><span·class="p">:</span>·<span·class="mi">2</span>·<span·class="o">*</span>·<span·class="n">x</span><span·class="p">)</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"instrument"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">pipe</span><span·class="p">(</span><span·class="n">plt</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">))</span>
1185	<span·class="gh">Out[65]:·</span><span·class="go">[<matplotlib.lines.Line2D·at·0xffff~~5242e35~~0>]</span>	1185	<span·class="gh">Out[65]:·</span><span·class="go">[<matplotlib.lines.Line2D·at·0xffff63502210>]</span>
1186	</pre></div>	1186	</pre></div>
1187	</div>	1187	</div>
1188	<p>Both·<code·class="docutils·literal·notranslate"><span·class="pre">pipe</span></code>·and·<code·class="docutils·literal·notranslate"><span·class="pre">assign</span></code>·replicate·the·pandas·methods·of·the·same·names	1188	<p>Both·<code·class="docutils·literal·notranslate"><span·class="pre">pipe</span></code>·and·<code·class="docutils·literal·notranslate"><span·class="pre">assign</span></code>·replicate·the·pandas·methods·of·the·same·names
1189	(<a·class="reference·external"·href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.pipe.html#pandas.DataFrame.pipe"·title="(in·pandas·v2.2.3)"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataFrame.pipe</span></code></a>·and	1189	(<a·class="reference·external"·href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.pipe.html#pandas.DataFrame.pipe"·title="(in·pandas·v2.2.3)"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataFrame.pipe</span></code></a>·and
1190	<a·class="reference·external"·href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.assign.html#pandas.DataFrame.assign"·title="(in·pandas·v2.2.3)"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataFrame.assign</span></code></a>).</p>	1190	<a·class="reference·external"·href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.assign.html#pandas.DataFrame.assign"·title="(in·pandas·v2.2.3)"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataFrame.assign</span></code></a>).</p>
1191	<p>With·xarray,·there·is·no·performance·penalty·for·creating·new·datasets,·even·if	1191	<p>With·xarray,·there·is·no·performance·penalty·for·creating·new·datasets,·even·if
1192	variables·are·lazily·loaded·from·a·file·on·disk.·Creating·new·objects·instead	1192	variables·are·lazily·loaded·from·a·file·on·disk.·Creating·new·objects·instead


Offset 638, 19 lines modified		Offset 638, 19 lines modified
638	There·is·also·the·pipe()·method·that·allows·you·to·use·a·method·call·with·an	638	There·is·also·the·pipe()·method·that·allows·you·to·use·a·method·call·with·an
639	external·function·(e.g.,·ds.pipe(func))·instead·of·simply·calling·it·(e.g.,	639	external·function·(e.g.,·ds.pipe(func))·instead·of·simply·calling·it·(e.g.,
640	func(ds)).·This·allows·you·to·write·pipelines·for·transforming·your·data·(using	640	func(ds)).·This·allows·you·to·write·pipelines·for·transforming·your·data·(using
641	“method·chaining”)·instead·of·writing·hard·to·follow·nested·function·calls:	641	“method·chaining”)·instead·of·writing·hard·to·follow·nested·function·calls:
642	#·these·lines·are·equivalent,·but·with·pipe·we·can·make·the·logic·flow	642	#·these·lines·are·equivalent,·but·with·pipe·we·can·make·the·logic·flow
643	#·entirely·from·left·to·right	643	#·entirely·from·left·to·right
644	In·[64]:·plt.plot((2·*·ds.temperature.sel(loc=0)).mean("instrument"))	644	In·[64]:·plt.plot((2·*·ds.temperature.sel(loc=0)).mean("instrument"))
645	Out[64]:·[<matplotlib.lines.Line2D·at·0xffff~~5242c91~~0>]	645	Out[64]:·[<matplotlib.lines.Line2D·at·0xffff635007d0>]

646	In·[65]:·(ds.temperature.sel(loc=0).pipe(lambda·x:·2·*·x).mean	646	In·[65]:·(ds.temperature.sel(loc=0).pipe(lambda·x:·2·*·x).mean
647	("instrument").pipe(plt.plot))	647	("instrument").pipe(plt.plot))
648	Out[65]:·[<matplotlib.lines.Line2D·at·0xffff~~5242e35~~0>]	648	Out[65]:·[<matplotlib.lines.Line2D·at·0xffff63502210>]
649	Both·pipe·and·assign·replicate·the·pandas·methods·of·the·same·names	649	Both·pipe·and·assign·replicate·the·pandas·methods·of·the·same·names
650	(_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8p_\x8i_\x8p_\x8e·and·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8a_\x8s_\x8s_\x8i_\x8g_\x8n).	650	(_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8p_\x8i_\x8p_\x8e·and·_\x8D_\x8a_\x8t_\x8a_\x8F_\x8r_\x8a_\x8m_\x8e_\x8._\x8a_\x8s_\x8s_\x8i_\x8g_\x8n).
651	With·xarray,·there·is·no·performance·penalty·for·creating·new·datasets,·even·if	651	With·xarray,·there·is·no·performance·penalty·for·creating·new·datasets,·even·if
652	variables·are·lazily·loaded·from·a·file·on·disk.·Creating·new·objects·instead	652	variables·are·lazily·loaded·from·a·file·on·disk.·Creating·new·objects·instead
653	of·mutating·existing·objects·often·results·in·easier·to·understand·code,·so·we	653	of·mutating·existing·objects·often·results·in·easier·to·understand·code,·so·we
654	encourage·using·this·approach.	654	encourage·using·this·approach.
655	\x8\x8\x8\x8·R\x8Re\x8en\x8na\x8am\x8mi\x8in\x8ng\x8g·v\x8va\x8ar\x8ri\x8ia\x8ab\x8bl\x8le\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8	655	\x8\x8\x8\x8·R\x8Re\x8en\x8na\x8am\x8mi\x8in\x8ng\x8g·v\x8va\x8ar\x8ri\x8ia\x8ab\x8bl\x8le\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8


Offset 1428, 15 lines modified		Offset 1428, 15 lines modified
1428	<p>If·you·were·a·previous·user·of·the·prototype·<a·class="reference·external"·href="https://github.com/xarray-contrib/datatree">xarray-contrib/datatree</a>·package,·this·is·different·from·what·you’re·used·to!	1428	<p>If·you·were·a·previous·user·of·the·prototype·<a·class="reference·external"·href="https://github.com/xarray-contrib/datatree">xarray-contrib/datatree</a>·package,·this·is·different·from·what·you’re·used·to!
1429	In·that·package·the·data·model·was·that·the·data·stored·in·each·node·actually·was·completely·unrelated.·The·data·model·is·now·slightly·stricter.	1429	In·that·package·the·data·model·was·that·the·data·stored·in·each·node·actually·was·completely·unrelated.·The·data·model·is·now·slightly·stricter.
1430	This·allows·us·to·provide·features·like·<a·class="reference·internal"·href="#coordinate-inheritance"><span·class="std·std-ref">Coordinate·Inheritance</span></a>.</p>	1430	This·allows·us·to·provide·features·like·<a·class="reference·internal"·href="#coordinate-inheritance"><span·class="std·std-ref">Coordinate·Inheritance</span></a>.</p>
1431	</div>	1431	</div>
1432	<p>To·demonstrate,·let’s·first·generate·some·example·datasets·which·are·not·aligned·with·one·another:</p>	1432	<p>To·demonstrate,·let’s·first·generate·some·example·datasets·which·are·not·aligned·with·one·another:</p>
1433	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·(drop·the·attributes·just·to·make·the·printed·representation·shorter)</span>	1433	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="go">#·(drop·the·attributes·just·to·make·the·printed·representation·shorter)</span>
1434	<span·class="gp">In·[89]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">drop_attrs</span><span·class="p">()</span>	1434	<span·class="gp">In·[89]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">drop_attrs</span><span·class="p">()</span>
1435	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~52b7069~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>	1435	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff63c5c550>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>


1436	<span·class="gp">In·[90]:·</span><span·class="n">ds_daily</span>·<span·class="o">=</span>·<span·class="n">ds</span><span·class="o">.</span><span·class="n">resample</span><span·class="p">(</span><span·class="n">time</span><span·class="o">=</span><span·class="s2">"D"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"time"</span><span·class="p">)</span>	1436	<span·class="gp">In·[90]:·</span><span·class="n">ds_daily</span>·<span·class="o">=</span>·<span·class="n">ds</span><span·class="o">.</span><span·class="n">resample</span><span·class="p">(</span><span·class="n">time</span><span·class="o">=</span><span·class="s2">"D"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"time"</span><span·class="p">)</span>
1437	<span·class="go">KeyError:·"No·variable·named·'time'.·Variables·on·the·dataset·include·['foo',·'x',·'letters']"</span>	1437	<span·class="go">KeyError:·"No·variable·named·'time'.·Variables·on·the·dataset·include·['foo',·'x',·'letters']"</span>


1438	<span·class="gp">In·[91]:·</span><span·class="n">ds_weekly</span>·<span·class="o">=</span>·<span·class="n">ds</span><span·class="o">.</span><span·class="n">resample</span><span·class="p">(</span><span·class="n">time</span><span·class="o">=</span><span·class="s2">"W"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"time"</span><span·class="p">)</span>	1438	<span·class="gp">In·[91]:·</span><span·class="n">ds_weekly</span>·<span·class="o">=</span>·<span·class="n">ds</span><span·class="o">.</span><span·class="n">resample</span><span·class="p">(</span><span·class="n">time</span><span·class="o">=</span><span·class="s2">"W"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"time"</span><span·class="p">)</span>


Offset 924, 15 lines modified		Offset 924, 15 lines modified
924	To·demonstrate,·let’s·first·generate·some·example·datasets·which·are·not	924	To·demonstrate,·let’s·first·generate·some·example·datasets·which·are·not
925	aligned·with·one·another:	925	aligned·with·one·another:
926	#·(drop·the·attributes·just·to·make·the·printed·representation·shorter)	926	#·(drop·the·attributes·just·to·make·the·printed·representation·shorter)
927	In·[89]:·ds·=·xr.tutorial.open_dataset("air_temperature").drop_attrs()	927	In·[89]:·ds·=·xr.tutorial.open_dataset("air_temperature").drop_attrs()
928	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	928	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
929	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	929	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
930	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	930	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
931	0xffff~~52b7069~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	931	0xffff63c5c550>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
932	in·name·resolution)"))	932	in·name·resolution)"))


933	In·[90]:·ds_daily·=·ds.resample(time="D").mean("time")	933	In·[90]:·ds_daily·=·ds.resample(time="D").mean("time")
934	KeyError:·"No·variable·named·'time'.·Variables·on·the·dataset·include·['foo',	934	KeyError:·"No·variable·named·'time'.·Variables·on·the·dataset·include·['foo',
935	'x',·'letters']"	935	'x',·'letters']"


Offset 1099, 15 lines modified		Offset 1099, 15 lines modified
1099	to·a·collection·specified·weather·station·latitudes·and·longitudes.	1099	to·a·collection·specified·weather·station·latitudes·and·longitudes.
1100	To·trigger·vectorized·indexing·behavior	1100	To·trigger·vectorized·indexing·behavior
1101	you·will·need·to·provide·the·selection·dimensions·with·a·new	1101	you·will·need·to·provide·the·selection·dimensions·with·a·new
1102	shared·output·dimension·name.·In·the·example·below,·the·selections	1102	shared·output·dimension·name.·In·the·example·below,·the·selections
1103	of·the·closest·latitude·and·longitude·are·renamed·to·an·output	1103	of·the·closest·latitude·and·longitude·are·renamed·to·an·output
1104	dimension·named·“points”:</p>	1104	dimension·named·“points”:</p>
1105	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[52]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)</span>	1105	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[52]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)</span>
1106	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~52b716d~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>	1106	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff63c5d590>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>


1107	<span·class="go">#·Define·target·latitude·and·longitude·(where·weather·stations·might·be)</span>	1107	<span·class="go">#·Define·target·latitude·and·longitude·(where·weather·stations·might·be)</span>
1108	<span·class="gp">In·[53]:·</span><span·class="n">target_lon</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">DataArray</span><span·class="p">([</span><span·class="mi">200</span><span·class="p">,</span>·<span·class="mi">201</span><span·class="p">,</span>·<span·class="mi">202</span><span·class="p">,</span>·<span·class="mi">205</span><span·class="p">],</span>·<span·class="n">dims</span><span·class="o">=</span><span·class="s2">"points"</span><span·class="p">)</span>	1108	<span·class="gp">In·[53]:·</span><span·class="n">target_lon</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">DataArray</span><span·class="p">([</span><span·class="mi">200</span><span·class="p">,</span>·<span·class="mi">201</span><span·class="p">,</span>·<span·class="mi">202</span><span·class="p">,</span>·<span·class="mi">205</span><span·class="p">],</span>·<span·class="n">dims</span><span·class="o">=</span><span·class="s2">"points"</span><span·class="p">)</span>

1109	<span·class="gp">In·[54]:·</span><span·class="n">target_lat</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">DataArray</span><span·class="p">([</span><span·class="mi">31</span><span·class="p">,</span>·<span·class="mi">41</span><span·class="p">,</span>·<span·class="mi">42</span><span·class="p">,</span>·<span·class="mi">42</span><span·class="p">],</span>·<span·class="n">dims</span><span·class="o">=</span><span·class="s2">"points"</span><span·class="p">)</span>	1109	<span·class="gp">In·[54]:·</span><span·class="n">target_lat</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">DataArray</span><span·class="p">([</span><span·class="mi">31</span><span·class="p">,</span>·<span·class="mi">41</span><span·class="p">,</span>·<span·class="mi">42</span><span·class="p">,</span>·<span·class="mi">42</span><span·class="p">],</span>·<span·class="n">dims</span><span·class="o">=</span><span·class="s2">"points"</span><span·class="p">)</span>

Offset 1143, 15 lines modified		Offset 1143, 15 lines modified
1143	</div>	1143	</div>
1144	</section>	1144	</section>
1145	<section·id="assigning-values-with-indexing">	1145	<section·id="assigning-values-with-indexing">
1146	<span·id="assigning-values"></span><h2>Assigning·values·with·indexing<a·class="headerlink"·href="#assigning-values-with-indexing"·title="Link·to·this·heading">#</a></h2>	1146	<span·id="assigning-values"></span><h2>Assigning·values·with·indexing<a·class="headerlink"·href="#assigning-values-with-indexing"·title="Link·to·this·heading">#</a></h2>
1147	<p>To·select·and·assign·values·to·a·portion·of·a·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataArray()</span></code>·you	1147	<p>To·select·and·assign·values·to·a·portion·of·a·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataArray()</span></code>·you
1148	can·use·indexing·with·<code·class="docutils·literal·notranslate"><span·class="pre">.loc</span></code>·:</p>	1148	can·use·indexing·with·<code·class="docutils·literal·notranslate"><span·class="pre">.loc</span></code>·:</p>
1149	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[57]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)</span>	1149	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[57]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)</span>
1150	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~52b702d~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>	1150	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff63c5c190>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>


1151	<span·class="go">#·add·an·empty·2D·dataarray</span>	1151	<span·class="go">#·add·an·empty·2D·dataarray</span>
1152	<span·class="gp">In·[58]:·</span><span·class="n">ds</span><span·class="p">[</span><span·class="s2">"empty"</span><span·class="p">]</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">full_like</span><span·class="p">(</span><span·class="n">ds</span><span·class="o">.</span><span·class="n">air</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"time"</span><span·class="p">),</span>·<span·class="n">fill_value</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span>	1152	<span·class="gp">In·[58]:·</span><span·class="n">ds</span><span·class="p">[</span><span·class="s2">"empty"</span><span·class="p">]</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">full_like</span><span·class="p">(</span><span·class="n">ds</span><span·class="o">.</span><span·class="n">air</span><span·class="o">.</span><span·class="n">mean</span><span·class="p">(</span><span·class="s2">"time"</span><span·class="p">),</span>·<span·class="n">fill_value</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span>
1153	<span·class="go">AttributeError:·'Dataset'·object·has·no·attribute·'air'</span>	1153	<span·class="go">AttributeError:·'Dataset'·object·has·no·attribute·'air'</span>


Offset 1315, 15 lines modified		Offset 1315, 15 lines modified
1315	</div>	1315	</div>
1316	</div>	1316	</div>
1317	<p>You·can·also·assign·values·to·all·variables·of·a·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Dataset</span></code>·at·once:</p>	1317	<p>You·can·also·assign·values·to·all·variables·of·a·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Dataset</span></code>·at·once:</p>
1318	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[83]:·</span><span·class="n">ds_org</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"eraint_uvz"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">isel</span><span·class="p">(</span>	1318	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[83]:·</span><span·class="n">ds_org</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"eraint_uvz"</span><span·class="p">)</span><span·class="o">.</span><span·class="n">isel</span><span·class="p">(</span>
1319	<span·class="gp">···....:·</span>····<span·class="n">latitude</span><span·class="o">=</span><span·class="nb">slice</span><span·class="p">(</span><span·class="mi">56</span><span·class="p">,</span>·<span·class="mi">59</span><span·class="p">),</span>·<span·class="n">longitude</span><span·class="o">=</span><span·class="nb">slice</span><span·class="p">(</span><span·class="mi">255</span><span·class="p">,</span>·<span·class="mi">258</span><span·class="p">),</span>·<span·class="n">level</span><span·class="o">=</span><span·class="mi">0</span>	1319	<span·class="gp">···....:·</span>····<span·class="n">latitude</span><span·class="o">=</span><span·class="nb">slice</span><span·class="p">(</span><span·class="mi">56</span><span·class="p">,</span>·<span·class="mi">59</span><span·class="p">),</span>·<span·class="n">longitude</span><span·class="o">=</span><span·class="nb">slice</span><span·class="p">(</span><span·class="mi">255</span><span·class="p">,</span>·<span·class="mi">258</span><span·class="p">),</span>·<span·class="n">level</span><span·class="o">=</span><span·class="mi">0</span>
1320	<span·class="gp">···....:·</span><span·class="p">)</span>	1320	<span·class="gp">···....:·</span><span·class="p">)</span>
1321	<span·class="gp">···....:·</span>	1321	<span·class="gp">···....:·</span>
1322	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/eraint_uvz.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~52b702d~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>	1322	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/eraint_uvz.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff63c5c190>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>


1323	<span·class="go">#·set·all·values·to·0</span>	1323	<span·class="go">#·set·all·values·to·0</span>
1324	<span·class="gp">In·[84]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">zeros_like</span><span·class="p">(</span><span·class="n">ds_org</span><span·class="p">)</span>	1324	<span·class="gp">In·[84]:·</span><span·class="n">ds</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">zeros_like</span><span·class="p">(</span><span·class="n">ds_org</span><span·class="p">)</span>
1325	<span·class="go">NameError:·name·'ds_org'·is·not·defined</span>	1325	<span·class="go">NameError:·name·'ds_org'·is·not·defined</span>


Offset 529, 15 lines modified		Offset 529, 15 lines modified
529	with·a·new·shared·output·dimension·name.·In·the·example·below,·the·selections	529	with·a·new·shared·output·dimension·name.·In·the·example·below,·the·selections
530	of·the·closest·latitude·and·longitude·are·renamed·to·an·output·dimension·named	530	of·the·closest·latitude·and·longitude·are·renamed·to·an·output·dimension·named
531	“points”:	531	“points”:
532	In·[52]:·ds·=·xr.tutorial.open_dataset("air_temperature")	532	In·[52]:·ds·=·xr.tutorial.open_dataset("air_temperature")
533	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	533	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
534	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	534	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
535	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	535	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
536	0xffff~~52b716d~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	536	0xffff63c5d590>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
537	in·name·resolution)"))	537	in·name·resolution)"))


538	#·Define·target·latitude·and·longitude·(where·weather·stations·might·be)	538	#·Define·target·latitude·and·longitude·(where·weather·stations·might·be)
539	In·[53]:·target_lon·=·xr.DataArray([200,·201,·202,·205],·dims="points")	539	In·[53]:·target_lon·=·xr.DataArray([200,·201,·202,·205],·dims="points")

540	In·[54]:·target_lat·=·xr.DataArray([31,·41,·42,·42],·dims="points")	540	In·[54]:·target_lat·=·xr.DataArray([31,·41,·42,·42],·dims="points")
Offset 569, 15 lines modified		Offset 569, 15 lines modified
569	\x8\x8\x8\x8\x8·A\x8As\x8ss\x8si\x8ig\x8gn\x8ni\x8in\x8ng\x8g·v\x8va\x8al\x8lu\x8ue\x8es\x8s·w\x8wi\x8it\x8th\x8h·i\x8in\x8nd\x8de\x8ex\x8xi\x8in\x8ng\x8g_\x8#\x8#·\x8\x8\x8\x8\x8	569	\x8\x8\x8\x8\x8·A\x8As\x8ss\x8si\x8ig\x8gn\x8ni\x8in\x8ng\x8g·v\x8va\x8al\x8lu\x8ue\x8es\x8s·w\x8wi\x8it\x8th\x8h·i\x8in\x8nd\x8de\x8ex\x8xi\x8in\x8ng\x8g_\x8#\x8#·\x8\x8\x8\x8\x8
570	To·select·and·assign·values·to·a·portion·of·a·DataArray()·you·can·use·indexing	570	To·select·and·assign·values·to·a·portion·of·a·DataArray()·you·can·use·indexing
571	with·.loc·:	571	with·.loc·:
572	In·[57]:·ds·=·xr.tutorial.open_dataset("air_temperature")	572	In·[57]:·ds·=·xr.tutorial.open_dataset("air_temperature")
573	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	573	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
574	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	574	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
575	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	575	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
576	0xffff~~52b702d~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	576	0xffff63c5c190>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
577	in·name·resolution)"))	577	in·name·resolution)"))


578	#·add·an·empty·2D·dataarray	578	#·add·an·empty·2D·dataarray
579	In·[58]:·ds["empty"]·=·xr.full_like(ds.air.mean("time"),·fill_value=0)	579	In·[58]:·ds["empty"]·=·xr.full_like(ds.air.mean("time"),·fill_value=0)
580	AttributeError:·'Dataset'·object·has·no·attribute·'air'	580	AttributeError:·'Dataset'·object·has·no·attribute·'air'

Offset 731, 15 lines modified		Offset 731, 15 lines modified
731	In·[83]:·ds_org·=·xr.tutorial.open_dataset("eraint_uvz").isel(	731	In·[83]:·ds_org·=·xr.tutorial.open_dataset("eraint_uvz").isel(
732	···....:·····latitude=slice(56,·59),·longitude=slice(255,·258),·level=0	732	···....:·····latitude=slice(56,·59),·longitude=slice(255,·258),·level=0
733	···....:·)	733	···....:·)
734	···....:	734	···....:
735	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	735	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
736	exceeded·with·url:·/pydata/xarray-data/raw/master/eraint_uvz.nc·(Caused·by	736	exceeded·with·url:·/pydata/xarray-data/raw/master/eraint_uvz.nc·(Caused·by
737	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	737	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
738	0xffff~~52b702d~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	738	0xffff63c5c190>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
739	in·name·resolution)"))	739	in·name·resolution)"))


740	#·set·all·values·to·0	740	#·set·all·values·to·0
741	In·[84]:·ds·=·xr.zeros_like(ds_org)	741	In·[84]:·ds·=·xr.zeros_like(ds_org)
742	NameError:·name·'ds_org'·is·not·defined	742	NameError:·name·'ds_org'·is·not·defined


Offset 206, 26 lines modified		Offset 206, 26 lines modified
206	···....:·····np.sin(np.linspace(0,·2·*·np.pi,·10)),	206	···....:·····np.sin(np.linspace(0,·2·*·np.pi,·10)),
207	···....:·····dims="x",	207	···....:·····dims="x",
208	···....:·····coords={"x":·np.linspace(0,·1,·10)},	208	···....:·····coords={"x":·np.linspace(0,·1,·10)},
209	···....:·)	209	···....:·)
210	···....:	210	···....:

211	In·[17]:·da.plot.line("o",·label="original")	211	In·[17]:·da.plot.line("o",·label="original")
212	Out[17]:·[<matplotlib.lines.Line2D·at·0xffff~~5209405~~0>]	212	Out[17]:·[<matplotlib.lines.Line2D·at·0xffff63ac7ed0>]

213	In·[18]:·da.interp(x=np.linspace(0,·1,·100)).plot.line(label="linear	213	In·[18]:·da.interp(x=np.linspace(0,·1,·100)).plot.line(label="linear
214	(default)")	214	(default)")
215	Out[18]:·[<matplotlib.lines.Line2D·at·0xffff~~5209~~42d0>]	215	Out[18]:·[<matplotlib.lines.Line2D·at·0xffff63164190>]

216	In·[19]:·da.interp(x=np.linspace(0,·1,·100),·method="cubic").plot.line	216	In·[19]:·da.interp(x=np.linspace(0,·1,·100),·method="cubic").plot.line
217	(label="cubic")	217	(label="cubic")
218	Out[19]:·[<matplotlib.lines.Line2D·at·0xffff~~5209~~4410>]	218	Out[19]:·[<matplotlib.lines.Line2D·at·0xffff631642d0>]

219	In·[20]:·plt.legend()	219	In·[20]:·plt.legend()
220	Out[20]:·<matplotlib.legend.Legend·at·0xffff~~55e13~~e00>	220	Out[20]:·<matplotlib.legend.Legend·at·0xffff67307e00>
221	_\x8[_\x8._\x8._\x8/_\x8__\x8i_\x8m_\x8a_\x8g_\x8e_\x8s_\x8/_\x8i_\x8n_\x8t_\x8e_\x8r_\x8p_\x8o_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8__\x8s_\x8a_\x8m_\x8p_\x8l_\x8e_\x81_\x8._\x8p_\x8n_\x8g_\x8]	221	_\x8[_\x8._\x8._\x8/_\x8__\x8i_\x8m_\x8a_\x8g_\x8e_\x8s_\x8/_\x8i_\x8n_\x8t_\x8e_\x8r_\x8p_\x8o_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8__\x8s_\x8a_\x8m_\x8p_\x8l_\x8e_\x81_\x8._\x8p_\x8n_\x8g_\x8]
222	Additional·keyword·arguments·can·be·passed·to·scipy’s·functions.	222	Additional·keyword·arguments·can·be·passed·to·scipy’s·functions.
223	#·fill·0·for·the·outside·of·the·original·coordinates.	223	#·fill·0·for·the·outside·of·the·original·coordinates.
224	In·[21]:·da.interp(x=np.linspace(-0.5,·1.5,·10),·kwargs={"fill_value":·0.0})	224	In·[21]:·da.interp(x=np.linspace(-0.5,·1.5,·10),·kwargs={"fill_value":·0.0})
225	Out[21]:	225	Out[21]:
226	<xarray.DataArray·(x:·10)>·Size:·80B	226	<xarray.DataArray·(x:·10)>·Size:·80B
227	array([·0.···,··0.···,··0.···,··0.814,··0.604,·-0.604,·-0.814,··0.···,··0.···,	227	array([·0.···,··0.···,··0.···,··0.814,··0.604,·-0.604,·-0.814,··0.···,··0.···,
Offset 391, 15 lines modified		Offset 391, 15 lines modified
391	\x8\x8\x8\x8\x8·E\x8Ex\x8xa\x8am\x8mp\x8pl\x8le\x8e_\x8#\x8#·\x8\x8\x8\x8\x8	391	\x8\x8\x8\x8\x8·E\x8Ex\x8xa\x8am\x8mp\x8pl\x8le\x8e_\x8#\x8#·\x8\x8\x8\x8\x8
392	Let’s·see·how·interp()·works·on·real·data.	392	Let’s·see·how·interp()·works·on·real·data.
393	#·Raw·data	393	#·Raw·data
394	In·[44]:·ds·=·xr.tutorial.open_dataset("air_temperature").isel(time=0)	394	In·[44]:·ds·=·xr.tutorial.open_dataset("air_temperature").isel(time=0)
395	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	395	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
396	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	396	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
397	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	397	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
398	0xffff~~529f2fd~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	398	0xffff63ac6e90>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
399	in·name·resolution)"))	399	in·name·resolution)"))


400	In·[45]:·fig,·axes·=·plt.subplots(ncols=2,·figsize=(10,·4))	400	In·[45]:·fig,·axes·=·plt.subplots(ncols=2,·figsize=(10,·4))

401	In·[46]:·ds.air.plot(ax=axes[0])	401	In·[46]:·ds.air.plot(ax=axes[0])
402	AttributeError:·'Dataset'·object·has·no·attribute·'air'	402	AttributeError:·'Dataset'·object·has·no·attribute·'air'
Offset 464, 15 lines modified		Offset 464, 15 lines modified
464	k")	464	k")
465	···....:	465	···....:

466	In·[61]:·axes[0].set_title("Raw·data")	466	In·[61]:·axes[0].set_title("Raw·data")
467	Out[61]:·Text(0.5,·1.0,·'Raw·data')	467	Out[61]:·Text(0.5,·1.0,·'Raw·data')

468	In·[62]:·dsi·=·ds.interp(lon=lon,·lat=lat)	468	In·[62]:·dsi·=·ds.interp(lon=lon,·lat=lat)
469	ValueError:·Dimensions·{'lon',·'lat'}·do·not·exist.·Expected·one·or·more·of	469	ValueError:·Dimensions·{'lat',·'lon'}·do·not·exist.·Expected·one·or·more·of
470	FrozenMappingWarningOnValuesAccess({'x':·3,·'y':·4})	470	FrozenMappingWarningOnValuesAccess({'x':·3,·'y':·4})


471	In·[63]:·dsi.air.plot(ax=axes[1])	471	In·[63]:·dsi.air.plot(ax=axes[1])
472	NameError:·name·'dsi'·is·not·defined	472	NameError:·name·'dsi'·is·not·defined


Offset 85, 15 lines modified		Offset 85, 15 lines modified

85	In·[4]:·import·xarray·as·xr	85	In·[4]:·import·xarray·as·xr
86	For·these·examples·we’ll·use·the·North·American·air·temperature·dataset.	86	For·these·examples·we’ll·use·the·North·American·air·temperature·dataset.
87	In·[5]:·airtemps·=·xr.tutorial.open_dataset("air_temperature")	87	In·[5]:·airtemps·=·xr.tutorial.open_dataset("air_temperature")
88	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	88	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
89	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	89	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
90	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	90	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
91	0xffff~~8fa9~~51d0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	91	0xffff98b45310>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
92	in·name·resolution)"))	92	in·name·resolution)"))


93	In·[6]:·airtemps	93	In·[6]:·airtemps
94	NameError:·name·'airtemps'·is·not·defined	94	NameError:·name·'airtemps'·is·not·defined


Offset 347, 15 lines modified		Offset 347, 15 lines modified

347	#·Apply·a·nonlinear·transformation·to·one·of·the·coords	347	#·Apply·a·nonlinear·transformation·to·one·of·the·coords
348	In·[50]:·b.coords["lat"]·=·np.log(b.coords["lat"])	348	In·[50]:·b.coords["lat"]·=·np.log(b.coords["lat"])
349	KeyError:·'lat'	349	KeyError:·'lat'


350	In·[51]:·b.plot()	350	In·[51]:·b.plot()
351	Out[51]:·[<matplotlib.lines.Line2D·at·0xffff~~529f1~~1d0>]	351	Out[51]:·[<matplotlib.lines.Line2D·at·0xffff63ac51d0>]
352	_\x8[_\x8._\x8._\x8/_\x8__\x8i_\x8m_\x8a_\x8g_\x8e_\x8s_\x8/_\x8p_\x8l_\x8o_\x8t_\x8t_\x8i_\x8n_\x8g_\x8__\x8n_\x8o_\x8n_\x8u_\x8n_\x8i_\x8f_\x8o_\x8r_\x8m_\x8__\x8c_\x8o_\x8o_\x8r_\x8d_\x8s_\x8._\x8p_\x8n_\x8g_\x8]	352	_\x8[_\x8._\x8._\x8/_\x8__\x8i_\x8m_\x8a_\x8g_\x8e_\x8s_\x8/_\x8p_\x8l_\x8o_\x8t_\x8t_\x8i_\x8n_\x8g_\x8__\x8n_\x8o_\x8n_\x8u_\x8n_\x8i_\x8f_\x8o_\x8r_\x8m_\x8__\x8c_\x8o_\x8o_\x8r_\x8d_\x8s_\x8._\x8p_\x8n_\x8g_\x8]
353	\x8\x8\x8·O\x8Ot\x8th\x8he\x8er\x8r·t\x8ty\x8yp\x8pe\x8es\x8s·o\x8of\x8f·p\x8pl\x8lo\x8ot\x8t_\x8#\x8#·\x8\x8\x8	353	\x8\x8\x8·O\x8Ot\x8th\x8he\x8er\x8r·t\x8ty\x8yp\x8pe\x8es\x8s·o\x8of\x8f·p\x8pl\x8lo\x8ot\x8t_\x8#\x8#·\x8\x8\x8
354	There·are·several·other·options·for·plotting·2D·data.	354	There·are·several·other·options·for·plotting·2D·data.
355	Contour·plot·using·DataArray.plot.contour()	355	Contour·plot·using·DataArray.plot.contour()
356	In·[52]:·air2d.plot.contour()	356	In·[52]:·air2d.plot.contour()
357	NameError:·name·'air2d'·is·not·defined	357	NameError:·name·'air2d'·is·not·defined
358	_\x8[_\x8._\x8._\x8/_\x8__\x8i_\x8m_\x8a_\x8g_\x8e_\x8s_\x8/_\x8p_\x8l_\x8o_\x8t_\x8t_\x8i_\x8n_\x8g_\x8__\x8c_\x8o_\x8n_\x8t_\x8o_\x8u_\x8r_\x8._\x8p_\x8n_\x8g_\x8]	358	_\x8[_\x8._\x8._\x8/_\x8__\x8i_\x8m_\x8a_\x8g_\x8e_\x8s_\x8/_\x8p_\x8l_\x8o_\x8t_\x8t_\x8i_\x8n_\x8g_\x8__\x8c_\x8o_\x8n_\x8t_\x8o_\x8u_\x8r_\x8._\x8p_\x8n_\x8g_\x8]
Offset 668, 94 lines modified		Offset 668, 94 lines modified
668	··*·y········(y)·float64·88B·0.0·0.1·0.2·0.3·0.4·0.5·0.6·0.7·0.8·0.9·1.0	668	··*·y········(y)·float64·88B·0.0·0.1·0.2·0.3·0.4·0.5·0.6·0.7·0.8·0.9·1.0
669	··*·z········(z)·int64·32B·0·1·2·3	669	··*·z········(z)·int64·32B·0·1·2·3
670	··*·w········(w)·<U5·80B·'one'·'two'·'three'·'five'	670	··*·w········(w)·<U5·80B·'one'·'two'·'three'·'five'
671	Attributes:	671	Attributes:
672	····units:····Aunits	672	····units:····Aunits

673	In·[99]:·ds.A.plot.scatter(x="y")	673	In·[99]:·ds.A.plot.scatter(x="y")
674	Out[99]:·<matplotlib.collections.PathCollection·at·0xffff515~~2fe0~~0>	674	Out[99]:·<matplotlib.collections.PathCollection·at·0xffff625fdfd0>
675	[../_images/da_A_y.png]	675	[../_images/da_A_y.png]
676	Same·plot·can·be·displayed·using·the·dataset:	676	Same·plot·can·be·displayed·using·the·dataset:
677	In·[100]:·ds.plot.scatter(x="y",·y="A")	677	In·[100]:·ds.plot.scatter(x="y",·y="A")
678	Out[100]:·<matplotlib.collections.PathCollection·at·0xffff~~8f8~~0~~1bd~~0>	678	Out[100]:·<matplotlib.collections.PathCollection·at·0xffff63502710>
679	[../_images/ds_A_y.png]	679	[../_images/ds_A_y.png]
680	Now·suppose·we·want·to·scatter·the·A·DataArray·against·the·B·DataArray	680	Now·suppose·we·want·to·scatter·the·A·DataArray·against·the·B·DataArray
681	In·[101]:·ds.plot.scatter(x="A",·y="B")	681	In·[101]:·ds.plot.scatter(x="A",·y="B")
682	Out[101]:·<matplotlib.collections.PathCollection·at·0xffff8~~fa9~~6710>	682	Out[101]:·<matplotlib.collections.PathCollection·at·0xffff98b47610>
683	[../_images/ds_simple_scatter.png]	683	[../_images/ds_simple_scatter.png]
684	The·hue·kwarg·lets·you·vary·the·color·by·variable·value	684	The·hue·kwarg·lets·you·vary·the·color·by·variable·value
685	In·[102]:·ds.plot.scatter(x="A",·y="B",·hue="w")	685	In·[102]:·ds.plot.scatter(x="A",·y="B",·hue="w")
686	Out[102]:·<matplotlib.collections.PathCollection·at·0xffff8f827ed0>	686	Out[102]:·<matplotlib.collections.PathCollection·at·0xffff988d7250>
687	[../_images/ds_hue_scatter.png]	687	[../_images/ds_hue_scatter.png]
688	You·can·force·a·legend·instead·of·a·colorbar·by·setting·add_legend=True,	688	You·can·force·a·legend·instead·of·a·colorbar·by·setting·add_legend=True,
689	add_colorbar=False.	689	add_colorbar=False.
690	In·[103]:·ds.plot.scatter(x="A",·y="B",·hue="w",·add_legend=True,	690	In·[103]:·ds.plot.scatter(x="A",·y="B",·hue="w",·add_legend=True,
691	add_colorbar=False)	691	add_colorbar=False)
692	Out[103]:·<matplotlib.collections.PathCollection·at·0xffff~~8fa95a9~~0>	692	Out[103]:·<matplotlib.collections.PathCollection·at·0xffff988b2350>
693	[../_images/ds_discrete_legend_hue_scatter.png]	693	[../_images/ds_discrete_legend_hue_scatter.png]
694	In·[104]:·ds.plot.scatter(x="A",·y="B",·hue="w",·add_legend=False,	694	In·[104]:·ds.plot.scatter(x="A",·y="B",·hue="w",·add_legend=False,
695	add_colorbar=True)	695	add_colorbar=True)
696	Out[104]:·<matplotlib.collections.PathCollection·at·0xffff~~52065d~~10>	696	Out[104]:·<matplotlib.collections.PathCollection·at·0xffff6318b610>
697	[../_images/ds_discrete_colorbar_hue_scatter.png]	697	[../_images/ds_discrete_colorbar_hue_scatter.png]
698	The·markersize·kwarg·lets·you·vary·the·point’s·size·by·variable·value.·You·can	698	The·markersize·kwarg·lets·you·vary·the·point’s·size·by·variable·value.·You·can
699	additionally·pass·size_norm·to·control·how·the·variable’s·values·are·mapped·to	699	additionally·pass·size_norm·to·control·how·the·variable’s·values·are·mapped·to
700	point·sizes.	700	point·sizes.
701	In·[105]:·ds.plot.scatter(x="A",·y="B",·hue="y",·markersize="z")	701	In·[105]:·ds.plot.scatter(x="A",·y="B",·hue="y",·markersize="z")
702	Out[105]:·<matplotlib.collections.PathCollection·at·0xffff8~~f79~~f890>	702	Out[105]:·<matplotlib.collections.PathCollection·at·0xffff98852fd0>
703	[../_images/ds_hue_size_scatter.png]	703	[../_images/ds_hue_size_scatter.png]
704	The·z·kwarg·lets·you·plot·the·data·along·the·z-axis·as·well.	704	The·z·kwarg·lets·you·plot·the·data·along·the·z-axis·as·well.
705	In·[106]:·ds.plot.scatter(x="A",·y="B",·z="z",·hue="y",·markersize="x")	705	In·[106]:·ds.plot.scatter(x="A",·y="B",·z="z",·hue="y",·markersize="x")
706	Out[106]:·<mpl_toolkits.mplot3d.art3d.Path3DCollection·at·0xffff8f6~~2fed~~0>	706	Out[106]:·<mpl_toolkits.mplot3d.art3d.Path3DCollection·at·0xffff986c6710>
707	[../_images/ds_hue_size_scatter_z.png]	707	[../_images/ds_hue_size_scatter_z.png]
708	Faceting·is·also·possible	708	Faceting·is·also·possible
709	In·[107]:·ds.plot.scatter(x="A",·y="B",·hue="y",·markersize="x",·row="x",	709	In·[107]:·ds.plot.scatter(x="A",·y="B",·hue="y",·markersize="x",·row="x",
710	col="w")	710	col="w")
711	Out[107]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff~~55e~~1~~3e0~~0>	711	Out[107]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff63510050>
712	[../_images/ds_facet_scatter.png]	712	[../_images/ds_facet_scatter.png]
713	And·adding·the·z-axis	713	And·adding·the·z-axis
714	In·[108]:·ds.plot.scatter(x="A",·y="B",·z="z",·hue="y",·markersize="x",	714	In·[108]:·ds.plot.scatter(x="A",·y="B",·z="z",·hue="y",·markersize="x",
715	row="x",·col="w")	715	row="x",·col="w")
716	Out[108]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff8f0a2e90>	716	Out[108]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff9816a5d0>
717	[../_images/ds_facet_scatter_z.png]	717	[../_images/ds_facet_scatter_z.png]
718	For·more·advanced·scatter·plots,·we·recommend·converting·the·relevant·data	718	For·more·advanced·scatter·plots,·we·recommend·converting·the·relevant·data
719	variables·to·a·pandas·DataFrame·and·using·the·extensive·plotting·capabilities	719	variables·to·a·pandas·DataFrame·and·using·the·extensive·plotting·capabilities
720	of·seaborn.	720	of·seaborn.
721	\x8\x8\x8\x8·Q\x8Qu\x8ui\x8iv\x8ve\x8er\x8r_\x8#\x8#·\x8\x8\x8\x8	721	\x8\x8\x8\x8·Q\x8Qu\x8ui\x8iv\x8ve\x8er\x8r_\x8#\x8#·\x8\x8\x8\x8
722	Visualizing·vector·fields·is·supported·with·quiver·plots:	722	Visualizing·vector·fields·is·supported·with·quiver·plots:
723	In·[109]:·ds.isel(w=1,·z=1).plot.quiver(x="x",·y="y",·u="A",·v="B")	723	In·[109]:·ds.isel(w=1,·z=1).plot.quiver(x="x",·y="y",·u="A",·v="B")
724	Out[109]:·<matplotlib.quiver.Quiver·at·0xffff~~55e13b6~~0>	724	Out[109]:·<matplotlib.quiver.Quiver·at·0xffff67307620>
725	[../_images/ds_simple_quiver.png]	725	[../_images/ds_simple_quiver.png]
726	where·u·and·v·denote·the·x·and·y·direction·components·of·the·arrow·vectors.	726	where·u·and·v·denote·the·x·and·y·direction·components·of·the·arrow·vectors.
727	Again,·faceting·is·also·possible:	727	Again,·faceting·is·also·possible:
728	In·[110]:·ds.plot.quiver(x="x",·y="y",·u="A",·v="B",·col="w",·row="z",·scale=4)	728	In·[110]:·ds.plot.quiver(x="x",·y="y",·u="A",·v="B",·col="w",·row="z",·scale=4)
729	Out[110]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff~~529f0~~690>	729	Out[110]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff97d03610>
730	[../_images/ds_facet_quiver.png]	730	[../_images/ds_facet_quiver.png]
731	scale·is·required·for·faceted·quiver·plots.·The·scale·determines·the·number·of	731	scale·is·required·for·faceted·quiver·plots.·The·scale·determines·the·number·of
732	data·units·per·arrow·length·unit,·i.e.·a·smaller·scale·parameter·makes·the	732	data·units·per·arrow·length·unit,·i.e.·a·smaller·scale·parameter·makes·the
733	arrow·longer.	733	arrow·longer.
734	\x8\x8\x8\x8·S\x8St\x8tr\x8re\x8ea\x8am\x8mp\x8pl\x8lo\x8ot\x8t_\x8#\x8#·\x8\x8\x8\x8	734	\x8\x8\x8\x8·S\x8St\x8tr\x8re\x8ea\x8am\x8mp\x8pl\x8lo\x8ot\x8t_\x8#\x8#·\x8\x8\x8\x8
735	Visualizing·vector·fields·is·also·supported·with·streamline·plots:	735	Visualizing·vector·fields·is·also·supported·with·streamline·plots:
736	In·[111]:·ds.isel(w=1,·z=1).plot.streamplot(x="x",·y="y",·u="A",·v="B")	736	In·[111]:·ds.isel(w=1,·z=1).plot.streamplot(x="x",·y="y",·u="A",·v="B")
737	Out[111]:·<matplotlib.collections.LineCollection·at·0xffff8e9~~525d~~0>	737	Out[111]:·<matplotlib.collections.LineCollection·at·0xffff979fa490>
738	[../_images/ds_simple_streamplot.png]	738	[../_images/ds_simple_streamplot.png]
739	where·u·and·v·denote·the·x·and·y·direction·components·of·the·vectors·tangent·to	739	where·u·and·v·denote·the·x·and·y·direction·components·of·the·vectors·tangent·to
740	the·streamlines.·Again,·faceting·is·also·possible:	740	the·streamlines.·Again,·faceting·is·also·possible:
741	In·[112]:·ds.plot.streamplot(x="x",·y="y",·u="A",·v="B",·col="w",·row="z")	741	In·[112]:·ds.plot.streamplot(x="x",·y="y",·u="A",·v="B",·col="w",·row="z")
742	Out[112]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff~~52b9~~4180>	742	Out[112]:·<xarray.plot.facetgrid.FacetGrid·at·0xffff63c64180>
743	[../_images/ds_facet_streamplot.png]	743	[../_images/ds_facet_streamplot.png]
744	\x8\x8\x8\x8\x8·M\x8Ma\x8ap\x8ps\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	744	\x8\x8\x8\x8\x8·M\x8Ma\x8ap\x8ps\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
745	To·follow·this·section·you’ll·need·to·have·Cartopy·installed·and·working.	745	To·follow·this·section·you’ll·need·to·have·Cartopy·installed·and·working.
746	This·script·will·plot·the·air·temperature·on·a·map.	746	This·script·will·plot·the·air·temperature·on·a·map.
747	In·[113]:·import·cartopy.crs·as·ccrs	747	In·[113]:·import·cartopy.crs·as·ccrs

748	In·[114]:·air·=·xr.tutorial.open_dataset("air_temperature").air	748	In·[114]:·air·=·xr.tutorial.open_dataset("air_temperature").air
749	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries	749	ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries
750	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by	750	exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by
751	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at	751	NameResolutionError("<urllib3.connection.HTTPSConnection·object·at
752	0xffff~~8e1f~~c550>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure	752	0xffff972ac190>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure
753	in·name·resolution)"))	753	in·name·resolution)"))


754	In·[115]:·p·=·air.isel(time=0).plot(	754	In·[115]:·p·=·air.isel(time=0).plot(
755	···.....:·····subplot_kws=dict(projection=ccrs.Orthographic(-80,·35),	755	···.....:·····subplot_kws=dict(projection=ccrs.Orthographic(-80,·35),
756	facecolor="gray"),	756	facecolor="gray"),
757	···.....:·····transform=ccrs.PlateCarree(),	757	···.....:·····transform=ccrs.PlateCarree(),
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Offset 999, 15 lines modified		Offset 999, 15 lines modified
999	<section·id="reshaping-via-coarsen">	999	<section·id="reshaping-via-coarsen">
1000	<span·id="reshape-coarsen"></span><h2>Reshaping·via·coarsen<a·class="headerlink"·href="#reshaping-via-coarsen"·title="Link·to·this·heading">#</a></h2>	1000	<span·id="reshape-coarsen"></span><h2>Reshaping·via·coarsen<a·class="headerlink"·href="#reshaping-via-coarsen"·title="Link·to·this·heading">#</a></h2>
1001	<p>Whilst·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">coarsen</span></code>·is·normally·used·for·reducing·your·data’s·resolution·by·applying·a·reduction·function	1001	<p>Whilst·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">coarsen</span></code>·is·normally·used·for·reducing·your·data’s·resolution·by·applying·a·reduction·function
1002	(see·the·<a·class="reference·internal"·href="computation.html#compute-coarsen"><span·class="std·std-ref">page·on·computation</span></a>),	1002	(see·the·<a·class="reference·internal"·href="computation.html#compute-coarsen"><span·class="std·std-ref">page·on·computation</span></a>),
1003	it·can·also·be·used·to·reorganise·your·data·without·applying·a·computation·via·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">construct()</span></code>.</p>	1003	it·can·also·be·used·to·reorganise·your·data·without·applying·a·computation·via·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">construct()</span></code>.</p>
1004	<p>Taking·our·example·tutorial·air·temperature·dataset·over·the·Northern·US</p>	1004	<p>Taking·our·example·tutorial·air·temperature·dataset·over·the·Northern·US</p>
1005	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[56]:·</span><span·class="n">air</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)[</span><span·class="s2">"air"</span><span·class="p">]</span>	1005	<div·class="highlight-ipython·notranslate"><div·class="highlight"><pre><span></span><span·class="gp">In·[56]:·</span><span·class="n">air</span>·<span·class="o">=</span>·<span·class="n">xr</span><span·class="o">.</span><span·class="n">tutorial</span><span·class="o">.</span><span·class="n">open_dataset</span><span·class="p">(</span><span·class="s2">"air_temperature"</span><span·class="p">)[</span><span·class="s2">"air"</span><span·class="p">]</span>
1006	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff~~8e6ce99~~0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>	1006	<span·class="go">ConnectionError:·HTTPSConnectionPool(host='github.com',·port=443):·Max·retries·exceeded·with·url:·/pydata/xarray-data/raw/master/air_temperature.nc·(Caused·by·NameResolutionError("<urllib3.connection.HTTPSConnection·object·at·0xffff98b46ad0>:·Failed·to·resolve·'github.com'·([Errno·-3]·Temporary·failure·in·name·resolution)"))</span>


1007	<span·class="gp">In·[57]:·</span><span·class="n">air</span><span·class="o">.</span><span·class="n">isel</span><span·class="p">(</span><span·class="n">time</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="o">=</span><span·class="s2">"lon"</span><span·class="p">,</span>·<span·class="n">y</span><span·class="o">=</span><span·class="s2">"lat"</span><span·class="p">)</span>	1007	<span·class="gp">In·[57]:·</span><span·class="n">air</span><span·class="o">.</span><span·class="n">isel</span><span·class="p">(</span><span·class="n">time</span><span·class="o">=</span><span·class="mi">0</span><span·class="p">)</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span><span·class="n">x</span><span·class="o">=</span><span·class="s2">"lon"</span><span·class="p">,</span>·<span·class="n">y</span><span·class="o">=</span><span·class="s2">"lat"</span><span·class="p">)</span>
1008	<span·class="go">NameError:·name·'air'·is·not·defined</span>	1008	<span·class="go">NameError:·name·'air'·is·not·defined</span>
1009	</pre></div>	1009	</pre></div>
1010	</div>	1010	</div>
1011	<img·alt="../_images/pre_coarsening.png"·src="../_images/pre_coarsening.png"·/>	1011	<img·alt="../_images/pre_coarsening.png"·src="../_images/pre_coarsening.png"·/>