| <html><head><meta charset="utf-8"></meta><meta name="viewport" content="width=device-width, initial-scale=1"></meta><title>NCEnStopWordsTokenEnricher</title><link rel="shortcut icon" type="image/x-icon" href="../../../../../favicon.ico"></link><script type="text/javascript" src="../../../../../scripts/theme.js"></script><script type="text/javascript" src="../../../../../scripts/searchData.js" defer="true"></script><script type="text/javascript" src="../../../../../scripts/scastieConfiguration.js" defer="true"></script><link rel="stylesheet" href="../../../../../styles/nord-light.css"></link><link rel="stylesheet" href="../../../../../styles/scalastyle.css"></link><link rel="stylesheet" href="../../../../../styles/colors.css"></link><link rel="stylesheet" href="../../../../../styles/dotty-icons.css"></link><link rel="stylesheet" href="../../../../../styles/diagram.css"></link><link rel="stylesheet" href="../../../../../styles/filter-bar.css"></link><link rel="stylesheet" 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id="content"><div><div class="cover-header"><span class="micon cl"></span><h1>NCEnStopWordsTokenEnricher</h1></div><div class="signature monospace"><span class="annotations monospace"></span><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">class </span></span><a href="NCEnStopWordsTokenEnricher.html" class="documentableName ">NCEnStopWordsTokenEnricher</a><span>(<span t="k"></span><span t="k"></span>addSet: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/Set.html" t="t">Set</a>[<a href="https://www.scala-lang.org/api/2.13.8/scala/Predef$.html#String" t="t">String</a>], <span t="k"></span>exclSet: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/Set.html" t="t">Set</a>[<a href="https://www.scala-lang.org/api/2.13.8/scala/Predef$.html#String" t="t">String</a>], <span t="k"></span>stemmer: <a href="../stemmer/NCStemmer.html" t="t">NCStemmer</a>)<span t="k"> extends </span><a href="../../NCTokenEnricher.html" t="t">NCTokenEnricher</a><span t="k"> with </span><span data-unresolved-link="" t="t">LazyLogging</span></span></div></div><div class="cover"><div class="doc"><p>Stopword <a href="../../NCTokenEnricher.html">token enricher</a> for English (EN) language. Stopwords are the words |
| which are filtered out (i.e. stopped) before processing of natural language text because they are |
| insignificant.</p> |
| <p>This enricher adds <code>stopword</code> boolean <a href="../../NCPropertyMap.html">metadata</a> property to the <a href="../../NCToken.html">token</a> |
| instance if the word it represents is an English stopword. The value <code>true</code> of this metadata property indicates that |
| this word is detected as a stopword, <code>false</code> value indicates otherwise. This implementation works off the |
| algorithm that uses an internal list of English stopwords as well as a procedural logic to determine the stopword |
| status of the token. This algorithm should work fine for most of the general uses cases. User can also add |
| additional stopwords or exceptions for the existing ones using corresponding parameters in <a href="NCEnStopWordsTokenEnricher.html">NCEnStopWordsTokenEnricher</a> |
| constructor.</p> |
| <p>More information about stopwords can be found at <a href="https://en.wikipedia.org/wiki/Stop_word">https://en.wikipedia.org/wiki/Stop_word</a>.</p> |
| <p><strong>NOTE:</strong> this implementation requires <code>lemma</code> and <code>pos</code> string <a href="../../NCPropertyMap.html">metadata</a> properties that |
| contain token's lemma and part of speech accordingly. You can configure <a href="NCOpenNLPTokenEnricher.html">NCOpenNLPTokenEnricher</a> with the model |
| for English language that would provide these metadata properties before this enricher in your <a href="../../NCPipeline.html">pipeline</a>.</p> |
| </div><dl class="attributes"><dt>Value parameters:</dt><dd><dl class="attributes"><dt>addSet</dt><dd><p>User defined collection of additional stopwords. These words will be stemmatized by the given <code>stemmer</code> |
| before attempting to find a match. Default value is an empty set.</p> |
| </dd><dt>exclSet</dt><dd><p>User defined collection of exceptions, i.e. the words which should not be marked as stopwords during |
| processing. These words will be stemmatized by the given <code>stemmer</code> before attempting to find a match. |
| Default value is an empty set.</p> |
| </dd><dt>stemmer</dt><dd><p>English stemmer implementation. Default value is the instance of <a href="../stemmer/NCEnStemmer.html">NCEnStemmer</a>.</p> |
| </dd></dl></dd><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/enrichers/NCEnStopWordsTokenEnricher.scala#L192">NCEnStopWordsTokenEnricher.scala</a></dd></dl></div><div class="tabs single"><div class="names"><button data-togglable="graph" class="tab showGraph">Graph</button><button data-togglable="supertypes" class="tab ">Supertypes</button></div><div class="contents"><div data-togglable="graph" class="tab showGraph"><div id="inheritance-diagram" class="diagram-class showGraph"><input value="Reset zoom" type="button" class="btn" onclick="zoomOut()"></input><svg id="graph"></svg><script type="text/dot" id="dot"> digraph g { |
| node0 [id=node0, label="<span style=\"color: #FFFFFF;\">class <a href=\"NCEnStopWordsTokenEnricher.html\" t=\"t\">NCEnStopWordsTokenEnricher</a></span>", style="fill: #45AD7D;"]; |
| node1 [id=node1, label="<span style=\"color: #FFFFFF;\">class <span data-unresolved-link=\"\" t=\"t\">Object</span></span>", style="fill: #45AD7D;"]; |
| node2 [id=node2, label="<span style=\"color: #FFFFFF;\">class <span data-unresolved-link=\"\" t=\"t\">Any</span></span>", style="fill: #45AD7D;"]; |
| node3 [id=node3, label="<span style=\"color: #FFFFFF;\">trait <span data-unresolved-link=\"\" t=\"t\">Matchable</span></span>", style="fill: #1CAACF;"]; |
| node4 [id=node4, label="<span style=\"color: #FFFFFF;\">trait <a href=\"../../NCTokenEnricher.html\" t=\"t\">NCTokenEnricher</a></span>", style="fill: #1CAACF;"]; |
| node5 [id=node5, label="<span style=\"color: #FFFFFF;\">trait <a href=\"../../NCLifecycle.html\" t=\"t\">NCLifecycle</a></span>", style="fill: #1CAACF;"]; |
| node6 [id=node6, label="<span style=\"color: #FFFFFF;\">trait <span data-unresolved-link=\"\" t=\"t\">LazyLogging</span></span>", style="fill: #1CAACF;"]; |
| |
| |
| node0 -> node1; |
| node1 -> node2; |
| node1 -> node3; |
| node3 -> node2; |
| node0 -> node4; |
| node4 -> node1; |
| node4 -> node5; |
| node5 -> node1; |
| node0 -> node6; |
| node6 -> node1; |
| |
| } |
| </script></div></div><div data-togglable="supertypes" class="tab "><div class="symbol monospace"><div>trait <span data-unresolved-link="" t="t">LazyLogging</span></div><div>trait <a href="../../NCTokenEnricher.html" t="t">NCTokenEnricher</a></div><div>trait <a href="../../NCLifecycle.html" t="t">NCLifecycle</a></div><div>class <span data-unresolved-link="" t="t">Object</span></div><div>trait <span data-unresolved-link="" t="t">Matchable</span></div><div>class <span data-unresolved-link="" t="t">Any</span></div></div></div></div></div><div class="documentableFilter"><div class="filterUpperContainer"><button class="filterToggleButton" data-test-id="filterToggleButton"> |
| <svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 0 24 24" width="24"> |
| <path d="M0 0h24v24H0z" fill="none"/> |
| <path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"/> |
| </svg> |
| </button><input class="filterableInput" placeholder="Filter all members" data-test-id="filterBarInput"></input></div><div class="filterLowerContainer"></div></div><div class="membersList"><div class="tabs"><div class="names"><button data-togglable="Value members" class="tab selected">Value members</button></div><div class="contents"><div data-togglable="Value members" class="tab selected"><h2 data-togglable="Value members">Value members</h2><div class="documentableList"><h3 class="groupHeader">Concrete methods</h3><div class="documentableElement" id="enrich-7e2" data-f-keywords="override"><a link="NCEnStopWordsTokenEnricher.html#enrich-7e2" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"><span t="k">override </span></span><span class="kind"><span t="k">def </span></span><a href="NCEnStopWordsTokenEnricher.html#enrich-7e2" class="documentableName ">enrich</a><span>(<span t="k"></span><span t="k"></span>req: <a href="../../NCRequest.html" t="t">NCRequest</a>, <span t="k"></span>cfg: <a href="../../NCModelConfig.html" t="t">NCModelConfig</a>, <span t="k"></span>toks: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="../../NCToken.html" t="t">NCToken</a>]): <a href="https://www.scala-lang.org/api/2.13.8/scala/Unit.html" t="t">Unit</a></span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Enriches, or otherwise modifies, previously parsed <a href="../../NCToken.html">tokens</a>.</p> |
| </div><div class="cover"><div class="doc"><p>Enriches, or otherwise modifies, previously parsed <a href="../../NCToken.html">tokens</a>.</p> |
| </div><dl class="attributes"><dt>Definition Classes</dt><dd><div><a href="../../NCTokenEnricher.html">NCTokenEnricher</a></div></dd><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/enrichers/NCEnStopWordsTokenEnricher.scala#L537">NCEnStopWordsTokenEnricher.scala</a></dd></dl></div></div></div></div></div></div><div class="documentableList"><h3 class="groupHeader">Inherited methods</h3><div class="documentableElement" id="onStart-fffff138" data-f-inherited="NCLifecycle"><a link="NCEnStopWordsTokenEnricher.html#onStart-fffff138" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCEnStopWordsTokenEnricher.html#onStart-fffff138" class="documentableName ">onStart</a><span>(<span t="k"></span><span t="k"></span>cfg: <a href="../../NCModelConfig.html" t="t">NCModelConfig</a>): <a href="https://www.scala-lang.org/api/2.13.8/scala/Unit.html" t="t">Unit</a></span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Called when the component starts. Default implementation is no-op.</p> |
| </div><div class="cover"><div class="doc"><p>Called when the component starts. Default implementation is no-op.</p> |
| </div><dl class="attributes"><dt>Value parameters:</dt><dd><dl class="attributes"><dt>cfg</dt><dd><p>Configuration of the model this component is associated with.</p> |
| </dd></dl></dd><dt>Inherited from:</dt><dd><a href="../../NCLifecycle.html#onStart-fffff138">NCLifecycle</a></dd><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCLifecycle.scala#L36">NCLifecycle.scala</a></dd></dl></div></div></div></div></div><div class="documentableElement" id="onStop-fffff138" data-f-inherited="NCLifecycle"><a link="NCEnStopWordsTokenEnricher.html#onStop-fffff138" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCEnStopWordsTokenEnricher.html#onStop-fffff138" class="documentableName ">onStop</a><span>(<span t="k"></span><span t="k"></span>cfg: <a href="../../NCModelConfig.html" t="t">NCModelConfig</a>): <a href="https://www.scala-lang.org/api/2.13.8/scala/Unit.html" t="t">Unit</a></span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Called when the component stops. Default implementation is no-op.</p> |
| </div><div class="cover"><div class="doc"><p>Called when the component stops. Default implementation is no-op.</p> |
| </div><dl class="attributes"><dt>Value parameters:</dt><dd><dl class="attributes"><dt>cfg</dt><dd><p>Configuration of the model this component is associated with.</p> |
| </dd></dl></dd><dt>Inherited from:</dt><dd><a href="../../NCLifecycle.html#onStop-fffff138">NCLifecycle</a></dd><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCLifecycle.scala#L43">NCLifecycle.scala</a></dd></dl></div></div></div></div></div></div><div class="documentableList"><h3 class="groupHeader">Inherited fields</h3><div class="documentableElement" id="logger-0" data-f-visibility="protected" data-f-keywords="lazy" data-f-inherited="LazyLogging"><a link="NCEnStopWordsTokenEnricher.html#logger-0" class="documentableAnchor"></a><div><span class="annotations monospace"><a href="https://www.scala-lang.org/api/2.13.8/scala/transient.html" t="t">@transient</a> </span></div><div class="header monospace"><div class="signature"><span class="modifiers"><span t="k">lazy protected </span></span><span class="kind"><span t="k">val </span></span><a href="NCEnStopWordsTokenEnricher.html#logger-0" class="documentableName ">logger</a><span>: <span data-unresolved-link="" t="t">Logger</span></span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"></div><div class="cover"><div class="doc"></div><dl class="attributes"><dt>Inherited from:</dt><dd><span data-unresolved-link="">LazyLogging</span></dd><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/src/main/scala/com/typesafe/scalalogging/Logging.scala#L12">Logging.scala</a></dd></dl></div></div></div></div></div></div></div></div></div></div></div></div></main><footer><div id="generated-by"><span class="footer-text">Generated by</span><a href="https://github.com/lampepfl/dotty/tree/master/scaladoc"><img src="../../../../../images/scaladoc_logo.svg" alt="scaladoc" class="scaladoc_logo"></img><img src="../../../../../images/scaladoc_logo_dark.svg" alt="scaladoc" class="scaladoc_logo_dark"></img></a></div><span id="footer-text">Apache NLPCraft</span><div class="socials"><span class="footer-text">Social links</span><a href="https://github.com/apache/incubator-nlpcraft"><span class="social-icon" data-icon-path="github-icon-black.png"></span></a></div><div class="mode"><span class="footer-text">Mode</span><label id="theme-toggle" class="switch"><input type="checkbox"></input><span class="slider"></span></label></div><span class="go-to-top-icon"><a href="#container"><span class="icon-vertical_align_top"></span><span class="footer-text">Back to top</span></a></span></footer></div></div></body></html> |
