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	<id>https://wiki.usnan.org/index.php?action=history&amp;feed=atom&amp;title=USNAN_Python_SDK</id>
	<title>USNAN Python SDK - Revision history</title>
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	<updated>2026-05-06T12:56:30Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1334&amp;oldid=prev</id>
		<title>Mmaciejewski at 17:34, 7 October 2025</title>
		<link rel="alternate" type="text/html" href="https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1334&amp;oldid=prev"/>
		<updated>2025-10-07T17:34:38Z</updated>

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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 17:34, 7 October 2025&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l1&quot;&gt;Line 1:&lt;/td&gt;
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&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;= &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; =&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;= &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; =&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>Mmaciejewski</name></author>
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	<entry>
		<id>https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1333&amp;oldid=prev</id>
		<title>Mmaciejewski at 17:34, 7 October 2025</title>
		<link rel="alternate" type="text/html" href="https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1333&amp;oldid=prev"/>
		<updated>2025-10-07T17:34:10Z</updated>

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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 17:34, 7 October 2025&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l1&quot;&gt;Line 1:&lt;/td&gt;
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&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;= &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; =&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;= &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; =&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
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		<author><name>Mmaciejewski</name></author>
	</entry>
	<entry>
		<id>https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1328&amp;oldid=prev</id>
		<title>Mmaciejewski at 17:26, 7 October 2025</title>
		<link rel="alternate" type="text/html" href="https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1328&amp;oldid=prev"/>
		<updated>2025-10-07T17:26:05Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 17:26, 7 October 2025&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l3&quot;&gt;Line 3:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 3:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;The &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; provides programmatic access to data and metadata from the USNAN Network API. It enables researchers to discover, query, and download datasets, as well as navigate between related entities such as facilities, spectrometers, probes, and knowledgebase resources.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;The &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; provides programmatic access to data and metadata from the USNAN Network API. It enables researchers to discover, query, and download datasets, as well as navigate between related entities such as facilities, spectrometers, probes, and knowledgebase resources.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;This SDK complements the [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;USNAN Data Browser&lt;/del&gt;]] and other web tools available through the USNAN web portal, offering a scripting interface for automation, reproducibility, and integration into computational workflows.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;This SDK complements the [[&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Data_Browser&lt;/ins&gt;]] and other web tools available through the USNAN web portal, offering a scripting interface for automation, reproducibility, and integration into computational workflows.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== &amp;#039;&amp;#039;&amp;#039;Overview&amp;#039;&amp;#039;&amp;#039; ==&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== &amp;#039;&amp;#039;&amp;#039;Overview&amp;#039;&amp;#039;&amp;#039; ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>Mmaciejewski</name></author>
	</entry>
	<entry>
		<id>https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1327&amp;oldid=prev</id>
		<title>Mmaciejewski: Created page with &quot;= &#039;&#039;&#039;USNAN Python SDK&#039;&#039;&#039; =  The &#039;&#039;&#039;USNAN Python SDK&#039;&#039;&#039; provides programmatic access to data and metadata from the USNAN Network API. It enables researchers to discover, query, and download datasets, as well as navigate between related entities such as facilities, spectrometers, probes, and knowledgebase resources.  This SDK complements the USNAN Data Browser and other web tools available through the USNAN web portal, offering a scripting interface for automation, rep...&quot;</title>
		<link rel="alternate" type="text/html" href="https://wiki.usnan.org/index.php?title=USNAN_Python_SDK&amp;diff=1327&amp;oldid=prev"/>
		<updated>2025-10-07T17:22:22Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;= &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; =  The &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; provides programmatic access to data and metadata from the USNAN Network API. It enables researchers to discover, query, and download datasets, as well as navigate between related entities such as facilities, spectrometers, probes, and knowledgebase resources.  This SDK complements the &lt;a href=&quot;/index.php?title=USNAN_Data_Browser&amp;amp;action=edit&amp;amp;redlink=1&quot; class=&quot;new&quot; title=&quot;USNAN Data Browser (page does not exist)&quot;&gt;USNAN Data Browser&lt;/a&gt; and other web tools available through the USNAN web portal, offering a scripting interface for automation, rep...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;= &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; =&lt;br /&gt;
&lt;br /&gt;
The &amp;#039;&amp;#039;&amp;#039;USNAN Python SDK&amp;#039;&amp;#039;&amp;#039; provides programmatic access to data and metadata from the USNAN Network API. It enables researchers to discover, query, and download datasets, as well as navigate between related entities such as facilities, spectrometers, probes, and knowledgebase resources.&lt;br /&gt;
&lt;br /&gt;
This SDK complements the [[USNAN Data Browser]] and other web tools available through the USNAN web portal, offering a scripting interface for automation, reproducibility, and integration into computational workflows.&lt;br /&gt;
&lt;br /&gt;
== &amp;#039;&amp;#039;&amp;#039;Overview&amp;#039;&amp;#039;&amp;#039; ==&lt;br /&gt;
The SDK wraps the RESTful API available at https://api.nmrhub.org/ and provides convenient Python classes for accessing:&lt;br /&gt;
* Datasets&lt;br /&gt;
* Facilities&lt;br /&gt;
* Spectrometers&lt;br /&gt;
* Probes&lt;br /&gt;
* Knowledgebase (KB) records&lt;br /&gt;
&lt;br /&gt;
The SDK performs lazy fetching of linked objects, provides caching for repeated queries, and includes methods for dataset download and filtering.&lt;br /&gt;
&lt;br /&gt;
== &amp;#039;&amp;#039;&amp;#039;Installation&amp;#039;&amp;#039;&amp;#039; ==&lt;br /&gt;
The SDK is available from PyPI.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;syntaxhighlight lang=&amp;quot;bash&amp;quot;&amp;gt;&lt;br /&gt;
pip install usnan&lt;br /&gt;
&amp;lt;/syntaxhighlight&amp;gt;&lt;br /&gt;
&lt;br /&gt;
or install directly from GitHub for the latest version:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;syntaxhighlight lang=&amp;quot;bash&amp;quot;&amp;gt;&lt;br /&gt;
pip install git+https://github.com/NanNMR/PythonSDK.git&lt;br /&gt;
&amp;lt;/syntaxhighlight&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== &amp;#039;&amp;#039;&amp;#039;Quick Start&amp;#039;&amp;#039;&amp;#039; ==&lt;br /&gt;
&amp;lt;syntaxhighlight lang=&amp;quot;python&amp;quot;&amp;gt;&lt;br /&gt;
import usnan&lt;br /&gt;
&lt;br /&gt;
client = usnan.USNANClient()&lt;br /&gt;
&lt;br /&gt;
# Get facility information&lt;br /&gt;
mullen = client.facilities.get(&amp;quot;UCHC-Mullen&amp;quot;)&lt;br /&gt;
print(mullen.long_name)&lt;br /&gt;
&lt;br /&gt;
# Search datasets&lt;br /&gt;
search = (&lt;br /&gt;
    usnan.models.SearchConfig(records=10)&lt;br /&gt;
      .add_filter(&amp;quot;is_knowledgebase&amp;quot;, value=True, match_mode=&amp;quot;equals&amp;quot;)&lt;br /&gt;
)&lt;br /&gt;
for ds in client.datasets.search(search):&lt;br /&gt;
    print(ds.id, ds.title)&lt;br /&gt;
&lt;br /&gt;
# Download a dataset&lt;br /&gt;
client.datasets.download([ds.id for ds in client.datasets.search(search)], location=&amp;quot;downloads&amp;quot;)&lt;br /&gt;
&amp;lt;/syntaxhighlight&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== &amp;#039;&amp;#039;&amp;#039;Links&amp;#039;&amp;#039;&amp;#039; ==&lt;br /&gt;
* [[USNAN_Python_SDK/Getting_Started|Getting Started]]&lt;br /&gt;
* [[USNAN_Python_SDK/API_Reference|API Reference]]&lt;br /&gt;
* [[USNAN_Python_SDK/Examples|Examples]]&lt;br /&gt;
* [https://github.com/NanNMR/PythonSDK GitHub Repository]&lt;br /&gt;
* [https://pythonsdk.readthedocs.io/en/latest/ Read the Docs Documentation]&lt;br /&gt;
&lt;br /&gt;
== &amp;#039;&amp;#039;&amp;#039;License&amp;#039;&amp;#039;&amp;#039; ==&lt;br /&gt;
The SDK is released under the MIT License.&lt;br /&gt;
&lt;br /&gt;
== &amp;#039;&amp;#039;&amp;#039;Contact&amp;#039;&amp;#039;&amp;#039; ==&lt;br /&gt;
For questions, please contact the USNAN development team at support@usnan.org.&lt;/div&gt;</summary>
		<author><name>Mmaciejewski</name></author>
	</entry>
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