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Posted to commits@beam.apache.org by gi...@apache.org on 2022/08/08 16:15:40 UTC
[beam] branch asf-site updated: Publishing website 2022/08/08 16:15:34 at commit 1f2186d
This is an automated email from the ASF dual-hosted git repository.
git-site-role pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/beam.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 95b6b595c54 Publishing website 2022/08/08 16:15:34 at commit 1f2186d
95b6b595c54 is described below
commit 95b6b595c544f112ae3bf6da95fbd212693b21d7
Author: jenkins <bu...@apache.org>
AuthorDate: Mon Aug 8 16:15:34 2022 +0000
Publishing website 2022/08/08 16:15:34 at commit 1f2186d
---
.../documentation/sdks/python-machine-learning/index.html | 6 ++++--
website/generated-content/sitemap.xml | 2 +-
2 files changed, 5 insertions(+), 3 deletions(-)
diff --git a/website/generated-content/documentation/sdks/python-machine-learning/index.html b/website/generated-content/documentation/sdks/python-machine-learning/index.html
index e4a034004cd..1994e5d99bb 100644
--- a/website/generated-content/documentation/sdks/python-machine-learning/index.html
+++ b/website/generated-content/documentation/sdks/python-machine-learning/index.html
@@ -19,7 +19,8 @@
function addPlaceholder(){$('input:text').attr('placeholder',"What are you looking for?");}
function endSearch(){var search=document.querySelector(".searchBar");search.classList.add("disappear");var icons=document.querySelector("#iconsBar");icons.classList.remove("disappear");}
function blockScroll(){$("body").toggleClass("fixedPosition");}
-function openMenu(){addPlaceholder();blockScroll();}</script><div class="clearfix container-main-content"><div class="section-nav closed" data-offset-top=90 data-offset-bottom=500><span class="section-nav-back glyphicon glyphicon-menu-left"></span><nav><ul class=section-nav-list data-section-nav><li><span class=section-nav-list-main-title>Languages</span></li><li><span class=section-nav-list-title>Java</span><ul class=section-nav-list><li><a href=/documentation/sdks/java/>Java SDK overvi [...]
+function openMenu(){addPlaceholder();blockScroll();}</script><div class="clearfix container-main-content"><div class="section-nav closed" data-offset-top=90 data-offset-bottom=500><span class="section-nav-back glyphicon glyphicon-menu-left"></span><nav><ul class=section-nav-list data-section-nav><li><span class=section-nav-list-main-title>Languages</span></li><li><span class=section-nav-list-title>Java</span><ul class=section-nav-list><li><a href=/documentation/sdks/java/>Java SDK overvi [...]
+Pydoc</a></td></table><p><br><br><br></p><p>You can use Apache Beam with the RunInference API to use machine learning (ML) models to do local and remote inference with batch and streaming pipelines. Starting with Apache Beam 2.40.0, PyTorch and Scikit-learn frameworks are supported. You can create multiple types of transforms using the RunInference API: the API takes multiple types of setup parameters from model handlers, and the parameter type determines the model implementation.</p><h2 [...]
<a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/utils/shared.py#L20><code>Shared</code> class documentation</a>.</p><h3 id=multi-model-pipelines>Multi-model pipelines</h3><p>The RunInference API can be composed into multi-model pipelines. Multi-model pipelines can be useful for A/B testing or for building out ensembles that are comprised of models that perform tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, language detecti [...]
with pipeline as p:
predictions = ( p | 'Read' >> beam.ReadFromSource('a_source')
@@ -66,7 +67,8 @@ with pipeline as p:
</code></pre><p>If you need to use this object explicitly, include the following line in your pipeline to import the object:</p><pre><code>from apache_beam.ml.inference.base import PredictionResult
</code></pre><p>For more information, see the <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/ml/inference/base.py#L65><code>PredictionResult</code> documentation</a>.</p><h2 id=run-a-machine-learning-pipeline>Run a machine learning pipeline</h2><p>For detailed instructions explaining how to build and run a pipeline that uses ML models, see the
<a href=https://github.com/apache/beam/tree/master/sdks/python/apache_beam/examples/inference>Example RunInference API pipelines</a> on GitHub.</p><h2 id=beam-java-sdk-support>Beam Java SDK support</h2><p>RunInference API is available to Beam Java SDK 2.41.0 and later through Apache Beam <a href=https://beam.apache.org/documentation/programming-guide/#multi-language-pipelines>Multi-language Pipelines framework</a>. Please see <a href=https://github.com/apache/beam/blob/master/sdks/java/e [...]
-<a href=/documentation/sdks/python-machine-learning/#batchelements-ptransform>BatchElements PTransforms</a>. For an example, see our <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>language modeling example</a>.</p><h2 id=related-links>Related links</h2><ul><li><a href=/documentation/transforms/python/elementwise/runinference>RunInference transforms</a></li><li><a href=https://github.com/apache/beam/tree/master/sd [...]
+<a href=/documentation/sdks/python-machine-learning/#batchelements-ptransform>BatchElements PTransforms</a>. For an example, see our <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>language modeling example</a>.</p><h2 id=related-links>Related links</h2><ul><li><a href=/documentation/transforms/python/elementwise/runinference>RunInference transforms</a></li><li><a href=https://github.com/apache/beam/tree/master/sd [...]
+Pydoc</a></td></table><p><br><br><br></p></div></div><footer class=footer><div class=footer__contained><div class=footer__cols><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col__logo><img src=/images/beam_logo_circle.svg class=footer__logo alt="Beam logo"></div><div class=footer__cols__col__logo><img src=/images/apache_logo_circle.svg class=footer__logo alt="Apache logo"></div></div><div class=footer-wrapper><div class=wrapper-grid><div class=footer__co [...]
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diff --git a/website/generated-content/sitemap.xml b/website/generated-content/sitemap.xml
index a72a6d0ef52..b5fe9872d2d 100644
--- a/website/generated-content/sitemap.xml
+++ b/website/generated-content/sitemap.xml
@@ -1 +1 @@
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+<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/blog/go-2.40/</loc><lastmod>2022-07-06T14:03:32-04:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2022-07-06T14:03:32-04:00</lastmod></url><url><loc>/blog/</loc><lastmod>2022-07-06T14:03:32-04:00</lastmod></url><url><loc>/categories/</loc><lastmod>2022-07-06T14:03:32-04:00</lastmod></url><url><loc>/categories [...]
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