Datasets:

somosnlp-hackathon-2022
/

unam_tesis

Tasks:

Text Classification

Sub-tasks:

language-modeling

Languages:

Spanish

License:

Dataset card Viewer Files Files and versions Community

unam_tesis / new_dataset_script.py

yiselclavel

updated split datasets

47a5729 over 2 years ago

raw

history blame

No virus

206 kB


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	<table class="highlight tab-size js-file-line-container js-code-nav-container js-tagsearch-file" data-tab-size="8" data-paste-markdown-skip data-tagsearch-lang="Python" data-tagsearch-path="templates/new_dataset_script.py">
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	<td id="L1" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="1"></td>
	<td id="LC1" class="blob-code blob-code-inner js-file-line"><span class=pl-c># Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.</span></td>
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	<td id="L2" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="2"></td>
	<td id="LC2" class="blob-code blob-code-inner js-file-line"><span class=pl-c>#</span></td>
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	<td id="L3" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="3"></td>
	<td id="LC3" class="blob-code blob-code-inner js-file-line"><span class=pl-c># Licensed under the Apache License, Version 2.0 (the "License");</span></td>
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	<td id="L4" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="4"></td>
	<td id="LC4" class="blob-code blob-code-inner js-file-line"><span class=pl-c># you may not use this file except in compliance with the License.</span></td>
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	<td id="L5" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="5"></td>
	<td id="LC5" class="blob-code blob-code-inner js-file-line"><span class=pl-c># You may obtain a copy of the License at</span></td>
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	<td id="L6" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="6"></td>
	<td id="LC6" class="blob-code blob-code-inner js-file-line"><span class=pl-c>#</span></td>
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	<td id="L7" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="7"></td>
	<td id="LC7" class="blob-code blob-code-inner js-file-line"><span class=pl-c># http://www.apache.org/licenses/LICENSE-2.0</span></td>
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	<td id="L8" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="8"></td>
	<td id="LC8" class="blob-code blob-code-inner js-file-line"><span class=pl-c>#</span></td>
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	<td id="L9" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="9"></td>
	<td id="LC9" class="blob-code blob-code-inner js-file-line"><span class=pl-c># Unless required by applicable law or agreed to in writing, software</span></td>
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	<td id="L10" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="10"></td>
	<td id="LC10" class="blob-code blob-code-inner js-file-line"><span class=pl-c># distributed under the License is distributed on an "AS IS" BASIS,</span></td>
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	<td id="L11" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="11"></td>
	<td id="LC11" class="blob-code blob-code-inner js-file-line"><span class=pl-c># WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span></td>
	</tr>
	<tr>
	<td id="L12" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="12"></td>
	<td id="LC12" class="blob-code blob-code-inner js-file-line"><span class=pl-c># See the License for the specific language governing permissions and</span></td>
	</tr>
	<tr>
	<td id="L13" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="13"></td>
	<td id="LC13" class="blob-code blob-code-inner js-file-line"><span class=pl-c># limitations under the License.</span></td>
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	<tr>
	<td id="L14" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="14"></td>
	<td id="LC14" class="blob-code blob-code-inner js-file-line"><span class=pl-c># TODO: Address all TODOs and remove all explanatory comments</span></td>
	</tr>
	<tr>
	<td id="L15" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="15"></td>
	<td id="LC15" class="blob-code blob-code-inner js-file-line"><span class=pl-s>"""TODO: Add a description here."""</span></td>
	</tr>
	<tr>
	<td id="L16" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="16"></td>
	<td id="LC16" class="blob-code blob-code-inner js-file-line">
	</td>
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	<tr>
	<td id="L17" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="17"></td>
	<td id="LC17" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L18" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="18"></td>
	<td id="LC18" class="blob-code blob-code-inner js-file-line"><span class=pl-k>import</span> <span class=pl-s1>csv</span></td>
	</tr>
	<tr>
	<td id="L19" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="19"></td>
	<td id="LC19" class="blob-code blob-code-inner js-file-line"><span class=pl-k>import</span> <span class=pl-s1>json</span></td>
	</tr>
	<tr>
	<td id="L20" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="20"></td>
	<td id="LC20" class="blob-code blob-code-inner js-file-line"><span class=pl-k>import</span> <span class=pl-s1>os</span></td>
	</tr>
	<tr>
	<td id="L21" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="21"></td>
	<td id="LC21" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L22" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="22"></td>
	<td id="LC22" class="blob-code blob-code-inner js-file-line"><span class=pl-k>import</span> <span class=pl-s1>datasets</span></td>
	</tr>
	<tr>
	<td id="L23" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="23"></td>
	<td id="LC23" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L24" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="24"></td>
	<td id="LC24" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L25" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="25"></td>
	<td id="LC25" class="blob-code blob-code-inner js-file-line"><span class=pl-c># TODO: Add BibTeX citation</span></td>
	</tr>
	<tr>
	<td id="L26" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="26"></td>
	<td id="LC26" class="blob-code blob-code-inner js-file-line"><span class=pl-c># Find for instance the citation on arxiv or on the dataset repo/website</span></td>
	</tr>
	<tr>
	<td id="L27" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="27"></td>
	<td id="LC27" class="blob-code blob-code-inner js-file-line"><span class=pl-s1>_CITATION</span> <span class=pl-c1>=</span> <span class=pl-s>"""<span class=pl-cce>\</span></span></td>
	</tr>
	<tr>
	<td id="L28" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="28"></td>
	<td id="LC28" class="blob-code blob-code-inner js-file-line"><span class=pl-s><span class=pl-cce></span>@InProceedings{huggingface:dataset,</span></td>
	</tr>
	<tr>
	<td id="L29" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="29"></td>
	<td id="LC29" class="blob-code blob-code-inner js-file-line"><span class=pl-s>title = {A great new dataset},</span></td>
	</tr>
	<tr>
	<td id="L30" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="30"></td>
	<td id="LC30" class="blob-code blob-code-inner js-file-line"><span class=pl-s>author={huggingface, Inc.</span></td>
	</tr>
	<tr>
	<td id="L31" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="31"></td>
	<td id="LC31" class="blob-code blob-code-inner js-file-line"><span class=pl-s>},</span></td>
	</tr>
	<tr>
	<td id="L32" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="32"></td>
	<td id="LC32" class="blob-code blob-code-inner js-file-line"><span class=pl-s>year={2020}</span></td>
	</tr>
	<tr>
	<td id="L33" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="33"></td>
	<td id="LC33" class="blob-code blob-code-inner js-file-line"><span class=pl-s>}</span></td>
	</tr>
	<tr>
	<td id="L34" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="34"></td>
	<td id="LC34" class="blob-code blob-code-inner js-file-line"><span class=pl-s>"""</span></td>
	</tr>
	<tr>
	<td id="L35" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="35"></td>
	<td id="LC35" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L36" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="36"></td>
	<td id="LC36" class="blob-code blob-code-inner js-file-line"><span class=pl-c># TODO: Add description of the dataset here</span></td>
	</tr>
	<tr>
	<td id="L37" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="37"></td>
	<td id="LC37" class="blob-code blob-code-inner js-file-line"><span class=pl-c># You can copy an official description</span></td>
	</tr>
	<tr>
	<td id="L38" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="38"></td>
	<td id="LC38" class="blob-code blob-code-inner js-file-line"><span class=pl-s1>_DESCRIPTION</span> <span class=pl-c1>=</span> <span class=pl-s>"""<span class=pl-cce>\</span></span></td>
	</tr>
	<tr>
	<td id="L39" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="39"></td>
	<td id="LC39" class="blob-code blob-code-inner js-file-line"><span class=pl-s><span class=pl-cce></span>This new dataset is designed to solve this great NLP task and is crafted with a lot of care.</span></td>
	</tr>
	<tr>
	<td id="L40" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="40"></td>
	<td id="LC40" class="blob-code blob-code-inner js-file-line"><span class=pl-s>"""</span></td>
	</tr>
	<tr>
	<td id="L41" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="41"></td>
	<td id="LC41" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L42" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="42"></td>
	<td id="LC42" class="blob-code blob-code-inner js-file-line"><span class=pl-c># TODO: Add a link to an official homepage for the dataset here</span></td>
	</tr>
	<tr>
	<td id="L43" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="43"></td>
	<td id="LC43" class="blob-code blob-code-inner js-file-line"><span class=pl-s1>_HOMEPAGE</span> <span class=pl-c1>=</span> <span class=pl-s>""</span></td>
	</tr>
	<tr>
	<td id="L44" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="44"></td>
	<td id="LC44" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L45" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="45"></td>
	<td id="LC45" class="blob-code blob-code-inner js-file-line"><span class=pl-c># TODO: Add the licence for the dataset here if you can find it</span></td>
	</tr>
	<tr>
	<td id="L46" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="46"></td>
	<td id="LC46" class="blob-code blob-code-inner js-file-line"><span class=pl-s1>_LICENSE</span> <span class=pl-c1>=</span> <span class=pl-s>""</span></td>
	</tr>
	<tr>
	<td id="L47" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="47"></td>
	<td id="LC47" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L48" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="48"></td>
	<td id="LC48" class="blob-code blob-code-inner js-file-line"><span class=pl-c># TODO: Add link to the official dataset URLs here</span></td>
	</tr>
	<tr>
	<td id="L49" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="49"></td>
	<td id="LC49" class="blob-code blob-code-inner js-file-line"><span class=pl-c># The HuggingFace Datasets library doesn't host the datasets but only points to the original files.</span></td>
	</tr>
	<tr>
	<td id="L50" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="50"></td>
	<td id="LC50" class="blob-code blob-code-inner js-file-line"><span class=pl-c># This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)</span></td>
	</tr>
	<tr>
	<td id="L51" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="51"></td>
	<td id="LC51" class="blob-code blob-code-inner js-file-line"><span class=pl-s1>_URLS</span> <span class=pl-c1>=</span> {</td>
	</tr>
	<tr>
	<td id="L52" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="52"></td>
	<td id="LC52" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"first_domain"</span>: <span class=pl-s>"https://huggingface.co/great-new-dataset-first_domain.zip"</span>,</td>
	</tr>
	<tr>
	<td id="L53" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="53"></td>
	<td id="LC53" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"second_domain"</span>: <span class=pl-s>"https://huggingface.co/great-new-dataset-second_domain.zip"</span>,</td>
	</tr>
	<tr>
	<td id="L54" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="54"></td>
	<td id="LC54" class="blob-code blob-code-inner js-file-line">}</td>
	</tr>
	<tr>
	<td id="L55" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="55"></td>
	<td id="LC55" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
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	<td id="L56" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="56"></td>
	<td id="LC56" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L57" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="57"></td>
	<td id="LC57" class="blob-code blob-code-inner js-file-line"><span class=pl-c># TODO: Name of the dataset usually match the script name with CamelCase instead of snake_case</span></td>
	</tr>
	<tr>
	<td id="L58" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="58"></td>
	<td id="LC58" class="blob-code blob-code-inner js-file-line"><span class=pl-k>class</span> <span class=pl-v>NewDataset</span>(<span class=pl-s1>datasets</span>.<span class=pl-v>GeneratorBasedBuilder</span>):</td>
	</tr>
	<tr>
	<td id="L59" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="59"></td>
	<td id="LC59" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"""TODO: Short description of my dataset."""</span></td>
	</tr>
	<tr>
	<td id="L60" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="60"></td>
	<td id="LC60" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L61" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="61"></td>
	<td id="LC61" class="blob-code blob-code-inner js-file-line"> <span class=pl-v>VERSION</span> <span class=pl-c1>=</span> <span class=pl-s1>datasets</span>.<span class=pl-v>Version</span>(<span class=pl-s>"1.1.0"</span>)</td>
	</tr>
	<tr>
	<td id="L62" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="62"></td>
	<td id="LC62" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L63" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="63"></td>
	<td id="LC63" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># This is an example of a dataset with multiple configurations.</span></td>
	</tr>
	<tr>
	<td id="L64" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="64"></td>
	<td id="LC64" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># If you don't want/need to define several sub-sets in your dataset,</span></td>
	</tr>
	<tr>
	<td id="L65" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="65"></td>
	<td id="LC65" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># just remove the BUILDER_CONFIG_CLASS and the BUILDER_CONFIGS attributes.</span></td>
	</tr>
	<tr>
	<td id="L66" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="66"></td>
	<td id="LC66" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L67" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="67"></td>
	<td id="LC67" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># If you need to make complex sub-parts in the datasets with configurable options</span></td>
	</tr>
	<tr>
	<td id="L68" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="68"></td>
	<td id="LC68" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># You can create your own builder configuration class to store attribute, inheriting from datasets.BuilderConfig</span></td>
	</tr>
	<tr>
	<td id="L69" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="69"></td>
	<td id="LC69" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># BUILDER_CONFIG_CLASS = MyBuilderConfig</span></td>
	</tr>
	<tr>
	<td id="L70" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="70"></td>
	<td id="LC70" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L71" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="71"></td>
	<td id="LC71" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># You will be able to load one or the other configurations in the following list with</span></td>
	</tr>
	<tr>
	<td id="L72" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="72"></td>
	<td id="LC72" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># data = datasets.load_dataset('my_dataset', 'first_domain')</span></td>
	</tr>
	<tr>
	<td id="L73" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="73"></td>
	<td id="LC73" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># data = datasets.load_dataset('my_dataset', 'second_domain')</span></td>
	</tr>
	<tr>
	<td id="L74" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="74"></td>
	<td id="LC74" class="blob-code blob-code-inner js-file-line"> <span class=pl-v>BUILDER_CONFIGS</span> <span class=pl-c1>=</span> [</td>
	</tr>
	<tr>
	<td id="L75" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="75"></td>
	<td id="LC75" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>datasets</span>.<span class=pl-v>BuilderConfig</span>(<span class=pl-s1>name</span><span class=pl-c1>=</span><span class=pl-s>"first_domain"</span>, <span class=pl-s1>version</span><span class=pl-c1>=</span><span class=pl-v>VERSION</span>, <span class=pl-s1>description</span><span class=pl-c1>=</span><span class=pl-s>"This part of my dataset covers a first domain"</span>),</td>
	</tr>
	<tr>
	<td id="L76" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="76"></td>
	<td id="LC76" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>datasets</span>.<span class=pl-v>BuilderConfig</span>(<span class=pl-s1>name</span><span class=pl-c1>=</span><span class=pl-s>"second_domain"</span>, <span class=pl-s1>version</span><span class=pl-c1>=</span><span class=pl-v>VERSION</span>, <span class=pl-s1>description</span><span class=pl-c1>=</span><span class=pl-s>"This part of my dataset covers a second domain"</span>),</td>
	</tr>
	<tr>
	<td id="L77" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="77"></td>
	<td id="LC77" class="blob-code blob-code-inner js-file-line"> ]</td>
	</tr>
	<tr>
	<td id="L78" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="78"></td>
	<td id="LC78" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L79" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="79"></td>
	<td id="LC79" class="blob-code blob-code-inner js-file-line"> <span class=pl-v>DEFAULT_CONFIG_NAME</span> <span class=pl-c1>=</span> <span class=pl-s>"first_domain"</span> <span class=pl-c># It's not mandatory to have a default configuration. Just use one if it make sense.</span></td>
	</tr>
	<tr>
	<td id="L80" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="80"></td>
	<td id="LC80" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L81" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="81"></td>
	<td id="LC81" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>def</span> <span class=pl-en>_info</span>(<span class=pl-s1>self</span>):</td>
	</tr>
	<tr>
	<td id="L82" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="82"></td>
	<td id="LC82" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># TODO: This method specifies the datasets.DatasetInfo object which contains informations and typings for the dataset</span></td>
	</tr>
	<tr>
	<td id="L83" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="83"></td>
	<td id="LC83" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>if</span> <span class=pl-s1>self</span>.<span class=pl-s1>config</span>.<span class=pl-s1>name</span> <span class=pl-c1>==</span> <span class=pl-s>"first_domain"</span>: <span class=pl-c># This is the name of the configuration selected in BUILDER_CONFIGS above</span></td>
	</tr>
	<tr>
	<td id="L84" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="84"></td>
	<td id="LC84" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>features</span> <span class=pl-c1>=</span> <span class=pl-s1>datasets</span>.<span class=pl-v>Features</span>(</td>
	</tr>
	<tr>
	<td id="L85" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="85"></td>
	<td id="LC85" class="blob-code blob-code-inner js-file-line"> {</td>
	</tr>
	<tr>
	<td id="L86" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="86"></td>
	<td id="LC86" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"sentence"</span>: <span class=pl-s1>datasets</span>.<span class=pl-v>Value</span>(<span class=pl-s>"string"</span>),</td>
	</tr>
	<tr>
	<td id="L87" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="87"></td>
	<td id="LC87" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"option1"</span>: <span class=pl-s1>datasets</span>.<span class=pl-v>Value</span>(<span class=pl-s>"string"</span>),</td>
	</tr>
	<tr>
	<td id="L88" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="88"></td>
	<td id="LC88" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"answer"</span>: <span class=pl-s1>datasets</span>.<span class=pl-v>Value</span>(<span class=pl-s>"string"</span>)</td>
	</tr>
	<tr>
	<td id="L89" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="89"></td>
	<td id="LC89" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># These are the features of your dataset like images, labels ...</span></td>
	</tr>
	<tr>
	<td id="L90" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="90"></td>
	<td id="LC90" class="blob-code blob-code-inner js-file-line"> }</td>
	</tr>
	<tr>
	<td id="L91" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="91"></td>
	<td id="LC91" class="blob-code blob-code-inner js-file-line"> )</td>
	</tr>
	<tr>
	<td id="L92" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="92"></td>
	<td id="LC92" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>else</span>: <span class=pl-c># This is an example to show how to have different features for "first_domain" and "second_domain"</span></td>
	</tr>
	<tr>
	<td id="L93" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="93"></td>
	<td id="LC93" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>features</span> <span class=pl-c1>=</span> <span class=pl-s1>datasets</span>.<span class=pl-v>Features</span>(</td>
	</tr>
	<tr>
	<td id="L94" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="94"></td>
	<td id="LC94" class="blob-code blob-code-inner js-file-line"> {</td>
	</tr>
	<tr>
	<td id="L95" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="95"></td>
	<td id="LC95" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"sentence"</span>: <span class=pl-s1>datasets</span>.<span class=pl-v>Value</span>(<span class=pl-s>"string"</span>),</td>
	</tr>
	<tr>
	<td id="L96" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="96"></td>
	<td id="LC96" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"option2"</span>: <span class=pl-s1>datasets</span>.<span class=pl-v>Value</span>(<span class=pl-s>"string"</span>),</td>
	</tr>
	<tr>
	<td id="L97" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="97"></td>
	<td id="LC97" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"second_domain_answer"</span>: <span class=pl-s1>datasets</span>.<span class=pl-v>Value</span>(<span class=pl-s>"string"</span>)</td>
	</tr>
	<tr>
	<td id="L98" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="98"></td>
	<td id="LC98" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># These are the features of your dataset like images, labels ...</span></td>
	</tr>
	<tr>
	<td id="L99" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="99"></td>
	<td id="LC99" class="blob-code blob-code-inner js-file-line"> }</td>
	</tr>
	<tr>
	<td id="L100" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="100"></td>
	<td id="LC100" class="blob-code blob-code-inner js-file-line"> )</td>
	</tr>
	<tr>
	<td id="L101" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="101"></td>
	<td id="LC101" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>return</span> <span class=pl-s1>datasets</span>.<span class=pl-v>DatasetInfo</span>(</td>
	</tr>
	<tr>
	<td id="L102" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="102"></td>
	<td id="LC102" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># This is the description that will appear on the datasets page.</span></td>
	</tr>
	<tr>
	<td id="L103" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="103"></td>
	<td id="LC103" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>description</span><span class=pl-c1>=</span><span class=pl-s1>_DESCRIPTION</span>,</td>
	</tr>
	<tr>
	<td id="L104" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="104"></td>
	<td id="LC104" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># This defines the different columns of the dataset and their types</span></td>
	</tr>
	<tr>
	<td id="L105" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="105"></td>
	<td id="LC105" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>features</span><span class=pl-c1>=</span><span class=pl-s1>features</span>, <span class=pl-c># Here we define them above because they are different between the two configurations</span></td>
	</tr>
	<tr>
	<td id="L106" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="106"></td>
	<td id="LC106" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># If there's a common (input, target) tuple from the features, uncomment supervised_keys line below and</span></td>
	</tr>
	<tr>
	<td id="L107" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="107"></td>
	<td id="LC107" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># specify them. They'll be used if as_supervised=True in builder.as_dataset.</span></td>
	</tr>
	<tr>
	<td id="L108" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="108"></td>
	<td id="LC108" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># supervised_keys=("sentence", "label"),</span></td>
	</tr>
	<tr>
	<td id="L109" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="109"></td>
	<td id="LC109" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># Homepage of the dataset for documentation</span></td>
	</tr>
	<tr>
	<td id="L110" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="110"></td>
	<td id="LC110" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>homepage</span><span class=pl-c1>=</span><span class=pl-s1>_HOMEPAGE</span>,</td>
	</tr>
	<tr>
	<td id="L111" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="111"></td>
	<td id="LC111" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># License for the dataset if available</span></td>
	</tr>
	<tr>
	<td id="L112" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="112"></td>
	<td id="LC112" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>license</span><span class=pl-c1>=</span><span class=pl-s1>_LICENSE</span>,</td>
	</tr>
	<tr>
	<td id="L113" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="113"></td>
	<td id="LC113" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># Citation for the dataset</span></td>
	</tr>
	<tr>
	<td id="L114" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="114"></td>
	<td id="LC114" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>citation</span><span class=pl-c1>=</span><span class=pl-s1>_CITATION</span>,</td>
	</tr>
	<tr>
	<td id="L115" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="115"></td>
	<td id="LC115" class="blob-code blob-code-inner js-file-line"> )</td>
	</tr>
	<tr>
	<td id="L116" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="116"></td>
	<td id="LC116" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L117" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="117"></td>
	<td id="LC117" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>def</span> <span class=pl-en>_split_generators</span>(<span class=pl-s1>self</span>, <span class=pl-s1>dl_manager</span>):</td>
	</tr>
	<tr>
	<td id="L118" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="118"></td>
	<td id="LC118" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># TODO: This method is tasked with downloading/extracting the data and defining the splits depending on the configuration</span></td>
	</tr>
	<tr>
	<td id="L119" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="119"></td>
	<td id="LC119" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># If several configurations are possible (listed in BUILDER_CONFIGS), the configuration selected by the user is in self.config.name</span></td>
	</tr>
	<tr>
	<td id="L120" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="120"></td>
	<td id="LC120" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L121" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="121"></td>
	<td id="LC121" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># dl_manager is a datasets.download.DownloadManager that can be used to download and extract URLS</span></td>
	</tr>
	<tr>
	<td id="L122" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="122"></td>
	<td id="LC122" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># It can accept any type or nested list/dict and will give back the same structure with the url replaced with path to local files.</span></td>
	</tr>
	<tr>
	<td id="L123" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="123"></td>
	<td id="LC123" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive</span></td>
	</tr>
	<tr>
	<td id="L124" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="124"></td>
	<td id="LC124" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>urls</span> <span class=pl-c1>=</span> <span class=pl-s1>_URLS</span>[<span class=pl-s1>self</span>.<span class=pl-s1>config</span>.<span class=pl-s1>name</span>]</td>
	</tr>
	<tr>
	<td id="L125" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="125"></td>
	<td id="LC125" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>data_dir</span> <span class=pl-c1>=</span> <span class=pl-s1>dl_manager</span>.<span class=pl-en>download_and_extract</span>(<span class=pl-s1>urls</span>)</td>
	</tr>
	<tr>
	<td id="L126" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="126"></td>
	<td id="LC126" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>return</span> [</td>
	</tr>
	<tr>
	<td id="L127" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="127"></td>
	<td id="LC127" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>datasets</span>.<span class=pl-v>SplitGenerator</span>(</td>
	</tr>
	<tr>
	<td id="L128" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="128"></td>
	<td id="LC128" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>name</span><span class=pl-c1>=</span><span class=pl-s1>datasets</span>.<span class=pl-v>Split</span>.<span class=pl-v>TRAIN</span>,</td>
	</tr>
	<tr>
	<td id="L129" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="129"></td>
	<td id="LC129" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># These kwargs will be passed to _generate_examples</span></td>
	</tr>
	<tr>
	<td id="L130" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="130"></td>
	<td id="LC130" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>gen_kwargs</span><span class=pl-c1>=</span>{</td>
	</tr>
	<tr>
	<td id="L131" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="131"></td>
	<td id="LC131" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"filepath"</span>: <span class=pl-s1>os</span>.<span class=pl-s1>path</span>.<span class=pl-en>join</span>(<span class=pl-s1>data_dir</span>, <span class=pl-s>"train.jsonl"</span>),</td>
	</tr>
	<tr>
	<td id="L132" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="132"></td>
	<td id="LC132" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"split"</span>: <span class=pl-s>"train"</span>,</td>
	</tr>
	<tr>
	<td id="L133" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="133"></td>
	<td id="LC133" class="blob-code blob-code-inner js-file-line"> },</td>
	</tr>
	<tr>
	<td id="L134" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="134"></td>
	<td id="LC134" class="blob-code blob-code-inner js-file-line"> ),</td>
	</tr>
	<tr>
	<td id="L135" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="135"></td>
	<td id="LC135" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>datasets</span>.<span class=pl-v>SplitGenerator</span>(</td>
	</tr>
	<tr>
	<td id="L136" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="136"></td>
	<td id="LC136" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>name</span><span class=pl-c1>=</span><span class=pl-s1>datasets</span>.<span class=pl-v>Split</span>.<span class=pl-v>TEST</span>,</td>
	</tr>
	<tr>
	<td id="L137" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="137"></td>
	<td id="LC137" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># These kwargs will be passed to _generate_examples</span></td>
	</tr>
	<tr>
	<td id="L138" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="138"></td>
	<td id="LC138" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>gen_kwargs</span><span class=pl-c1>=</span>{</td>
	</tr>
	<tr>
	<td id="L139" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="139"></td>
	<td id="LC139" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"filepath"</span>: <span class=pl-s1>os</span>.<span class=pl-s1>path</span>.<span class=pl-en>join</span>(<span class=pl-s1>data_dir</span>, <span class=pl-s>"test.jsonl"</span>),</td>
	</tr>
	<tr>
	<td id="L140" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="140"></td>
	<td id="LC140" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"split"</span>: <span class=pl-s>"test"</span></td>
	</tr>
	<tr>
	<td id="L141" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="141"></td>
	<td id="LC141" class="blob-code blob-code-inner js-file-line"> },</td>
	</tr>
	<tr>
	<td id="L142" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="142"></td>
	<td id="LC142" class="blob-code blob-code-inner js-file-line"> ),</td>
	</tr>
	<tr>
	<td id="L143" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="143"></td>
	<td id="LC143" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>datasets</span>.<span class=pl-v>SplitGenerator</span>(</td>
	</tr>
	<tr>
	<td id="L144" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="144"></td>
	<td id="LC144" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>name</span><span class=pl-c1>=</span><span class=pl-s1>datasets</span>.<span class=pl-v>Split</span>.<span class=pl-v>VALIDATION</span>,</td>
	</tr>
	<tr>
	<td id="L145" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="145"></td>
	<td id="LC145" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># These kwargs will be passed to _generate_examples</span></td>
	</tr>
	<tr>
	<td id="L146" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="146"></td>
	<td id="LC146" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>gen_kwargs</span><span class=pl-c1>=</span>{</td>
	</tr>
	<tr>
	<td id="L147" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="147"></td>
	<td id="LC147" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"filepath"</span>: <span class=pl-s1>os</span>.<span class=pl-s1>path</span>.<span class=pl-en>join</span>(<span class=pl-s1>data_dir</span>, <span class=pl-s>"dev.jsonl"</span>),</td>
	</tr>
	<tr>
	<td id="L148" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="148"></td>
	<td id="LC148" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"split"</span>: <span class=pl-s>"dev"</span>,</td>
	</tr>
	<tr>
	<td id="L149" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="149"></td>
	<td id="LC149" class="blob-code blob-code-inner js-file-line"> },</td>
	</tr>
	<tr>
	<td id="L150" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="150"></td>
	<td id="LC150" class="blob-code blob-code-inner js-file-line"> ),</td>
	</tr>
	<tr>
	<td id="L151" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="151"></td>
	<td id="LC151" class="blob-code blob-code-inner js-file-line"> ]</td>
	</tr>
	<tr>
	<td id="L152" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="152"></td>
	<td id="LC152" class="blob-code blob-code-inner js-file-line">
	</td>
	</tr>
	<tr>
	<td id="L153" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="153"></td>
	<td id="LC153" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># method parameters are unpacked from `gen_kwargs` as given in `_split_generators`</span></td>
	</tr>
	<tr>
	<td id="L154" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="154"></td>
	<td id="LC154" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>def</span> <span class=pl-en>_generate_examples</span>(<span class=pl-s1>self</span>, <span class=pl-s1>filepath</span>, <span class=pl-s1>split</span>):</td>
	</tr>
	<tr>
	<td id="L155" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="155"></td>
	<td id="LC155" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.</span></td>
	</tr>
	<tr>
	<td id="L156" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="156"></td>
	<td id="LC156" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.</span></td>
	</tr>
	<tr>
	<td id="L157" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="157"></td>
	<td id="LC157" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>with</span> <span class=pl-en>open</span>(<span class=pl-s1>filepath</span>, <span class=pl-s1>encoding</span><span class=pl-c1>=</span><span class=pl-s>"utf-8"</span>) <span class=pl-k>as</span> <span class=pl-s1>f</span>:</td>
	</tr>
	<tr>
	<td id="L158" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="158"></td>
	<td id="LC158" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>for</span> <span class=pl-s1>key</span>, <span class=pl-s1>row</span> <span class=pl-c1>in</span> <span class=pl-en>enumerate</span>(<span class=pl-s1>f</span>):</td>
	</tr>
	<tr>
	<td id="L159" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="159"></td>
	<td id="LC159" class="blob-code blob-code-inner js-file-line"> <span class=pl-s1>data</span> <span class=pl-c1>=</span> <span class=pl-s1>json</span>.<span class=pl-en>loads</span>(<span class=pl-s1>row</span>)</td>
	</tr>
	<tr>
	<td id="L160" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="160"></td>
	<td id="LC160" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>if</span> <span class=pl-s1>self</span>.<span class=pl-s1>config</span>.<span class=pl-s1>name</span> <span class=pl-c1>==</span> <span class=pl-s>"first_domain"</span>:</td>
	</tr>
	<tr>
	<td id="L161" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="161"></td>
	<td id="LC161" class="blob-code blob-code-inner js-file-line"> <span class=pl-c># Yields examples as (key, example) tuples</span></td>
	</tr>
	<tr>
	<td id="L162" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="162"></td>
	<td id="LC162" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>yield</span> <span class=pl-s1>key</span>, {</td>
	</tr>
	<tr>
	<td id="L163" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="163"></td>
	<td id="LC163" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"sentence"</span>: <span class=pl-s1>data</span>[<span class=pl-s>"sentence"</span>],</td>
	</tr>
	<tr>
	<td id="L164" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="164"></td>
	<td id="LC164" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"option1"</span>: <span class=pl-s1>data</span>[<span class=pl-s>"option1"</span>],</td>
	</tr>
	<tr>
	<td id="L165" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="165"></td>
	<td id="LC165" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"answer"</span>: <span class=pl-s>""</span> <span class=pl-k>if</span> <span class=pl-s1>split</span> <span class=pl-c1>==</span> <span class=pl-s>"test"</span> <span class=pl-k>else</span> <span class=pl-s1>data</span>[<span class=pl-s>"answer"</span>],</td>
	</tr>
	<tr>
	<td id="L166" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="166"></td>
	<td id="LC166" class="blob-code blob-code-inner js-file-line"> }</td>
	</tr>
	<tr>
	<td id="L167" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="167"></td>
	<td id="LC167" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>else</span>:</td>
	</tr>
	<tr>
	<td id="L168" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="168"></td>
	<td id="LC168" class="blob-code blob-code-inner js-file-line"> <span class=pl-k>yield</span> <span class=pl-s1>key</span>, {</td>
	</tr>
	<tr>
	<td id="L169" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="169"></td>
	<td id="LC169" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"sentence"</span>: <span class=pl-s1>data</span>[<span class=pl-s>"sentence"</span>],</td>
	</tr>
	<tr>
	<td id="L170" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="170"></td>
	<td id="LC170" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"option2"</span>: <span class=pl-s1>data</span>[<span class=pl-s>"option2"</span>],</td>
	</tr>
	<tr>
	<td id="L171" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="171"></td>
	<td id="LC171" class="blob-code blob-code-inner js-file-line"> <span class=pl-s>"second_domain_answer"</span>: <span class=pl-s>""</span> <span class=pl-k>if</span> <span class=pl-s1>split</span> <span class=pl-c1>==</span> <span class=pl-s>"test"</span> <span class=pl-k>else</span> <span class=pl-s1>data</span>[<span class=pl-s>"second_domain_answer"</span>],</td>
	</tr>
	<tr>
	<td id="L172" class="blob-num js-line-number js-code-nav-line-number js-blob-rnum" data-line-number="172"></td>
	<td id="LC172" class="blob-code blob-code-inner js-file-line"> }</td>
	</tr>
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	<li class="mr-3 mr-lg-0"><a href="https://github.com/pricing" data-analytics-event="{"category":"Footer","action":"go to Pricing","label":"text:Pricing"}">Pricing</a></li>
	<li class="mr-3 mr-lg-0"><a href="https://docs.github.com" data-analytics-event="{"category":"Footer","action":"go to api","label":"text:api"}">API</a></li>
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	<li class="mr-3 mr-lg-0"><a href="https://github.blog" data-analytics-event="{"category":"Footer","action":"go to blog","label":"text:blog"}">Blog</a></li>
	<li><a data-ga-click="Footer, go to about, text:about" href="https://github.com/about">About</a></li>
	</ul>
	</div>
	<div class="d-flex flex-justify-center pb-6">
	<span class="f6 color-fg-muted"></span>
	</div>
	</footer>




	<div id="ajax-error-message" class="ajax-error-message flash flash-error" hidden>
	<svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert">
	<path fill-rule="evenodd" d="M8.22 1.754a.25.25 0 00-.44 0L1.698 13.132a.25.25 0 00.22.368h12.164a.25.25 0 00.22-.368L8.22 1.754zm-1.763-.707c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0114.082 15H1.918a1.75 1.75 0 01-1.543-2.575L6.457 1.047zM9 11a1 1 0 11-2 0 1 1 0 012 0zm-.25-5.25a.75.75 0 00-1.5 0v2.5a.75.75 0 001.5 0v-2.5z"></path>
	</svg>
	<button type="button" class="flash-close js-ajax-error-dismiss" aria-label="Dismiss error">
	<svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
	<path fill-rule="evenodd" d="M3.72 3.72a.75.75 0 011.06 0L8 6.94l3.22-3.22a.75.75 0 111.06 1.06L9.06 8l3.22 3.22a.75.75 0 11-1.06 1.06L8 9.06l-3.22 3.22a.75.75 0 01-1.06-1.06L6.94 8 3.72 4.78a.75.75 0 010-1.06z"></path>
	</svg>
	</button>
	You can’t perform that action at this time.
	</div>

	<div class="js-stale-session-flash flash flash-warn flash-banner" hidden
	>
	<svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert">
	<path fill-rule="evenodd" d="M8.22 1.754a.25.25 0 00-.44 0L1.698 13.132a.25.25 0 00.22.368h12.164a.25.25 0 00.22-.368L8.22 1.754zm-1.763-.707c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0114.082 15H1.918a1.75 1.75 0 01-1.543-2.575L6.457 1.047zM9 11a1 1 0 11-2 0 1 1 0 012 0zm-.25-5.25a.75.75 0 00-1.5 0v2.5a.75.75 0 001.5 0v-2.5z"></path>
	</svg>
	<span class="js-stale-session-flash-signed-in" hidden>You signed in with another tab or window. <a href="">Reload</a> to refresh your session.</span>
	<span class="js-stale-session-flash-signed-out" hidden>You signed out in another tab or window. <a href="">Reload</a> to refresh your session.</span>
	</div>
	<template id="site-details-dialog">
	<details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open>
	<summary role="button" aria-label="Close dialog"></summary>
	<details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal">
	<button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog>
	<svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
	<path fill-rule="evenodd" d="M3.72 3.72a.75.75 0 011.06 0L8 6.94l3.22-3.22a.75.75 0 111.06 1.06L9.06 8l3.22 3.22a.75.75 0 11-1.06 1.06L8 9.06l-3.22 3.22a.75.75 0 01-1.06-1.06L6.94 8 3.72 4.78a.75.75 0 010-1.06z"></path>
	</svg>
	</button>
	<div class="octocat-spinner my-6 js-details-dialog-spinner"></div>
	</details-dialog>
	</details>
	</template>

	<div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;" tabindex="0">
	<div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;">
	</div>
	</div>

	<template id="snippet-clipboard-copy-button">
	<div class="zeroclipboard-container position-absolute right-0 top-0">
	<clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0 tooltipped-no-delay" data-copy-feedback="Copied!" data-tooltip-direction="w">
	<svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2">
	<path fill-rule="evenodd" d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 010 1.5h-1.5a.25.25 0 00-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 00.25-.25v-1.5a.75.75 0 011.5 0v1.5A1.75 1.75 0 019.25 16h-7.5A1.75 1.75 0 010 14.25v-7.5z"></path><path fill-rule="evenodd" d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0114.25 11h-7.5A1.75 1.75 0 015 9.25v-7.5zm1.75-.25a.25.25 0 00-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 00.25-.25v-7.5a.25.25 0 00-.25-.25h-7.5z"></path>
	</svg>
	<svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2">
	<path fill-rule="evenodd" d="M13.78 4.22a.75.75 0 010 1.06l-7.25 7.25a.75.75 0 01-1.06 0L2.22 9.28a.75.75 0 011.06-1.06L6 10.94l6.72-6.72a.75.75 0 011.06 0z"></path>
	</svg>
	</clipboard-copy>
	</div>
	</template>




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