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alt="Hudi banner"></div></div></div></div></header><section><div class="banner_fncq"><div class="container"><div class="flexContainer_FeOY"><div><h3> Modernizing Data Infrastructure at Southwest Airlines using Apache Hudi</h3><p class="flexParagraph_djbs"><span class="sideMicrophone_HFeX"><svg xmlns="http://www.w3.org/2000/svg" width="13" height="20" fill="none" viewBox="0 0 13 20"><path fill="#fff" d="M6.606 14.257v5.029h3.46a.357.357 0 1 1 0 .714H2.432a.357.357 0 1 1 0-.714h3.46v-5.029A6.09 6.09 0 0 1 .168 8.193a.357.357 0 0 1 .714 0 5.367 5.367 0 1 0 10.736 0 .357.357 0 0 1 .714 0 6.09 6.09 0 0 1-5.725 6.064m-4.532-4.9V3.214A3.217 3.217 0 0 1 5.288 0H7.21a3.217 3.217 0 0 1 3.214 3.214v6.143a3.22 3.22 0 0 1-3.214 3.214H5.288a3.22 3.22 0 0 1-3.214-3.214m2.903-6.89a.36.36 0 0 0 .358.358h1.967a.357.357 0 0 0 0-.714H5.335a.36.36 0 0 0-.358.357m-.992 1.908a.354.354 0 0 0 .357.357h3.814a.357.357 0 1 0 0-.714H4.342a.356.356 0 0 0-.357.357m0 1.91a.356.356 0 0 0 .357.358h3.814a.357.357 0 1 0 0-.714H4.342a.354.354 0 0 0-.357.357m0 1.908a.356.356 0 0 0 .357.357h3.814a.357.357 0 0 0 0-.714H4.342a.356.356 0 0 0-.357.357m0 1.907a.356.356 0 0 0 .357.357h3.814a.357.357 0 1 0 0-.714H4.342a.356.356 0 0 0-.357.357"></path></svg></span>Linkedin: Live Event | <span class="sideCalendar_SGgd"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="20" fill="none" viewBox="0 0 18 20"><path fill="#fff" d="M1.493 6.368h15.632a.69.69 0 0 0 .69-.732l-.008-.18a3.464 3.464 0 0 0-3.458-3.239h-.889v-.692a.692.692 0 1 0-1.384 0v.692H6.542v-.692a.692.692 0 0 0-1.384 0v.692H4.27A3.465 3.465 0 0 0 .811 5.458l-.008.179a.69.69 0 0 0 .69.73m16.43 2.058a.69.69 0 0 0-.69-.674H1.385a.69.69 0 0 0-.692.674 85 85 0 0 0 .131 7.342 3.46 3.46 0 0 0 3.235 3.235c3.496.219 7.002.218 10.498 0a3.46 3.46 0 0 0 3.235-3.236c.149-2.393.193-4.863.13-7.341m-5.155 3.476a1.038 1.038 0 1 1 0-2.075 1.038 1.038 0 0 1 0 2.075m1.038 2.422a1.038 1.038 0 1 1-2.075 0 1.038 1.038 0 0 1 2.075 0M5.85 13.286a1.038 1.038 0 1 1 0 2.076 1.038 1.038 0 0 1 0-2.076m-1.038-2.421a1.037 1.037 0 1 1 2.075 0 1.037 1.037 0 0 1-2.075 0m3.46 3.459a1.038 1.038 0 1 1 2.075 0 1.038 1.038 0 0 1-2.076 0m1.037-2.422a1.038 1.038 0 1 1 0-2.075 1.038 1.038 0 0 1 0 2.075"></path></svg></span>Mar 19th, 9am Pacific Time</p></div><div class="joinButton_IRqS"><a href="https://www.linkedin.com/events/modernizingdatainfrastructureat7303469421048573952/theater/" target="_blank" rel="noopener noreferrer" class="button_Uys7 secondary_Bpma" class="registerbutton_X0ie">Join Now</a></div></div></div></div></section><main><section class="data-lake"><div class="container"><h2 class="titleWrapper_yb4I"><span class="primaryTxt_byU9">What is</span> <span class="secondaryTxt_lFna">Hudi</span></h2><div class="sub-title text--center text--semibold margin-bottom--md">Apache Hudi is an open data lakehouse platform, built on a high-performance open table format to bring database functionality to your data lakes. <br>Hudi reimagines slow old-school batch data processing with a powerful new incremental processing framework for low latency minute-level analytics.</div><img class="hudi-lake text-center" src="/assets/images/hudi-lake-overview-e39f80337517a0a1999d8eb5cd0ac965.png" alt="Hudi Data Lake"></div></section><section class="featuresWrapper_vRNr"><div class="container"><div class="titleWrapper_a3wx"><h2 class="titleWrapper_yb4I"><span class="primaryTxt_byU9">Hudi</span> <span class="secondaryTxt_lFna">Features</span></h2></div><div class="wrapperContainer_keMu"><div class="boxWrapper_jds_"><a href="/docs/indexes"><svg width="75" height="75" viewBox="0 0 75 75" fill="none" xmlns="http://www.w3.org/2000/svg"><rect opacity="0.5" width="75" height="75" rx="8" fill="#CEEEF7"></rect><path d="M22.7957 25.2945C21.9656 25.6816 21.066 25.8599 20.1277 25.8599C16.6446 25.8599 13.8056 23.0624 13.8056 19.637C13.8056 18.5112 14.1257 17.429 14.6758 16.4808C14.8504 16.1929 14.7299 15.8562 14.5063 15.6911L14.5066 15.6906L14.4967 15.6848C14.2068 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fill="#1C1E21"></path><line x1="14" y1="24" x2="47" y2="24" stroke="#0DB1F9" stroke-width="2"></line><line x1="14" y1="33" x2="47" y2="33" stroke="#0DB1F9" stroke-width="2"></line><line x1="14" y1="42" x2="41.3" y2="42" stroke="#0DB1F9" stroke-width="2"></line><line x1="14" y1="51" x2="41.3" y2="51" stroke="#0DB1F9" stroke-width="2"></line><g clip-path="url(#clip0_705_7413)"><path d="M12.8 12.8H14.7V14.7H12.8V12.8Z" fill="#0DB1F9"></path><path d="M16.6001 12.8H18.5001V14.7H16.6001V12.8Z" fill="#0DB1F9"></path><path d="M20.3999 12.8H22.2999V14.7H20.3999V12.8Z" fill="#0DB1F9"></path><path d="M56.5 10.9V16.6H10.9V10.9H56.5ZM58.4 35.6V9H9V58.4H41.3L41.49 56.5H10.9V18.5H56.5V35.6" fill="#0DB1F9"></path></g><defs><clipPath id="clip0_705_7413"><rect width="49.4" height="49.4" fill="white" transform="translate(9 9)"></rect></clipPath></defs></svg><h4 class="featuresTitle_TATS">Query acceleration through multi-modal indexes.</h4><p>Experience faster write transactions on huge/wide tables & 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class="cardWrapper_uGFm"><div class="iconWrapper_fyQr"><svg xmlns="http://www.w3.org/2000/svg" width="101" height="100" fill="none" viewBox="0 0 101 100"><circle cx="50.5" cy="50" r="48.5" fill="#29557A" stroke="#CEEEF7" stroke-width="3"></circle><path fill="#fff" d="M75.31 47.796h4.36v2.18h-4.36zM23 47.796h4.36v2.18H23zM50.245 26h2.18v4.36h-2.18zM25.047 29.59l1.54-1.542 3.084 3.082-1.542 1.542zM73 31.13l3.082-3.083 1.541 1.541-3.083 3.083zM48.86 61.497l1.83 1.344c.391.286.924.28 1.308-.016l2.282-1.765a22.7 22.7 0 0 0 9.03-15.47v-.015a1.09 1.09 0 0 0-.901-1.191l-.998-.168a17 17 0 0 1-9.309-4.817 1.12 1.12 0 0 0-1.545 0 17 17 0 0 1-9.308 4.817l-.998.168a1.09 1.09 0 0 0-.903 1.199 22.65 22.65 0 0 0 9.512 15.914m2.475-19.825a19.16 19.16 0 0 0 9.668 4.686 20.67 20.67 0 0 1-8.053 12.98L51.317 60.6l-1.166-.858a20.62 20.62 0 0 1-8.487-13.385 19.15 19.15 0 0 0 9.672-4.686"></path><path fill="#fff" d="M30.629 35.808v30.515a2.18 2.18 0 0 0 2.18 2.18h37.053a2.18 2.18 0 0 0 2.18-2.18V35.808a2.18 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2.393.572c.324-1.354.495-2.766.495-4.217 0-10.016-8.15-18.166-18.166-18.166M50.938 29c-4.614 0-8.385 3.764-8.385 8.379s3.77 8.385 8.385 8.385 8.385-3.77 8.385-8.385S55.552 29 50.938 29" clip-rule="evenodd"></path><path fill="#fff" fill-rule="evenodd" d="M71.379 47.936c-2.322 0-4.531.53-6.503 1.482a1.23 1.23 0 1 0 1.07 2.216 12.44 12.44 0 0 1 5.433-1.237 12.5 12.5 0 0 1 12.519 12.519c0 .998-.118 1.972-.341 2.898a1.232 1.232 0 0 0 1.84 1.35 1.23 1.23 0 0 0 .552-.773c.269-1.117.41-2.284.41-3.476 0-8.262-6.724-14.98-14.98-14.98M71.374 33.325c-3.57 0-6.498 2.922-6.498 6.498 0 3.57 2.928 6.497 6.498 6.497 3.576 0 6.498-2.928 6.498-6.497 0-3.575-2.924-6.498-6.498-6.498m0 2.46a4.017 4.017 0 0 1 4.037 4.038 4.023 4.023 0 0 1-4.037 4.037 4.03 4.03 0 0 1-4.037-4.037 4.023 4.023 0 0 1 4.037-4.038M30.48 47.936c2.321 0 4.53.53 6.502 1.482a1.23 1.23 0 1 1-1.07 2.216 12.44 12.44 0 0 0-5.432-1.237 12.5 12.5 0 0 0-12.52 12.519c0 .998.119 1.972.342 2.898a1.231 1.231 0 1 1-2.393.577 14.8 14.8 0 0 1-.409-3.476c0-8.262 6.723-14.98 14.98-14.98M30.484 33.325c3.57 0 6.498 2.922 6.498 6.498 0 3.57-2.927 6.497-6.498 6.497-3.576 0-6.498-2.928-6.498-6.497 0-3.575 2.924-6.498 6.498-6.498m0 2.46a4.017 4.017 0 0 0-4.037 4.038 4.023 4.023 0 0 0 4.037 4.037 4.03 4.03 0 0 0 4.037-4.037 4.023 4.023 0 0 0-4.037-4.038" clip-rule="evenodd"></path></svg></div><h3 class="title_QRvk">Open Source</h3><div class="subtitle_IWXl">Hudi is a thriving & growing community that is built with contributions from people around the globe.</div></div><div class="cardWrapper_uGFm"><div class="iconWrapper_fyQr"><svg xmlns="http://www.w3.org/2000/svg" width="101" height="100" fill="none" viewBox="0 0 101 100"><circle cx="50.5" cy="50" r="48.5" fill="#29557A" stroke="#CEEEF7" stroke-width="3"></circle><path fill="#fff" d="M38.655 49.883h-2.607a6.82 6.82 0 0 0 6.67 5.397H53.39V52.78H42.718a4.31 4.31 0 0 1-4.063-2.896M66.691 26H42.718a6.82 6.82 0 0 0-6.797 6.809v11.516h2.5V32.81A4.31 4.31 0 0 1 42.72 28.5h23.973a4.31 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63.077l.42-.28ZM42.255 20h2.448v10.49h-2.448zM37.85 20h2.447v10.49H37.85zM55.472 20h2.448v10.49h-2.448z"></path><path fill="#fff" d="M59.878 20h2.448v10.49h-2.448zM30.227 38.251h4.545v4.545h-4.545zM27.5 62.238h4.545v4.545H27.5zM65.472 39.23h4.545v4.546h-4.545zM63.094 66.364h4.546v4.545h-4.546zM38.34 56.153h1.398v1.399h-1.399zM35.053 59.161h1.398v1.399h-1.398zM27.99 45.455h1.398v1.398h-1.399zM60.367 51.258h1.399v1.399h-1.399zM69.668 46.014h1.398v1.398h-1.398zM58.969 65.385h1.398v1.398h-1.398zM34.983 48.041h2.937v2.937h-2.937zM34.143 68.321h2.937v2.937h-2.937zM60.018 42.657h2.937v2.937h-2.937zM66.451 51.608h2.937v2.937h-2.937zM62.395 57.832h2.937v2.937h-2.937zM69.878 61.748h2.937v2.937h-2.937zM30.018 54.196h2.937v2.937h-2.937zM38.34 60.49h2.936v2.937H38.34z"></path></svg></div><h3 class="title_QRvk">Data streams</h3><div class="subtitle_IWXl">Take advantage of built-in CDC sources and tools for streaming ingestion.</div></div></div></div></section><section class="cardBlogWrapper_Z60G"><div class="container"><div class="titleWrapper_DEVn"><h2 class="titleWrapper_yb4I"><span class="primaryTxt_byU9">Hudi</span> <span class="secondaryTxt_lFna">Blogs</span></h2></div><div class="embla_r9tn"><div class="embla__container_UaJ0"><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/04/02/secondary-index"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/sec-thumb.jpg" alt="Introducing Secondary Index in Apache Hudi Lakehouse Platform" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Dipankar Mazumdar, Aditya Goenka</span></div></div></div><div class="date_P5t1">April 2, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">Introducing Secondary Index in Apache Hudi Lakehouse Platform</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/31/amazon-hudi"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/amz-1200x600.jpg" alt="Powering Amazon Unit Economics at Scale Using Apache Hudi" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Jason, Abhishek, Sethu in collaboration with Dipankar</span></div></div></div><div class="date_P5t1">March 31, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">Powering Amazon Unit Economics at Scale Using Apache Hudi</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/26/uptycs"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/uptycs.png" alt="From Transactional Bottlenecks to Lightning-Fast Analytics" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Akash, Anudeep, Rohan</span></div></div></div><div class="date_P5t1">March 26, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">From Transactional Bottlenecks to Lightning-Fast Analytics</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/26/dedupe"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/dedupe.png" alt="Data Deduplication Strategies in an Open Lakehouse Architecture" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Dipankar Mazumdar, Aditya Goenka</span></div></div></div><div class="date_P5t1">March 26, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">Data Deduplication Strategies in an Open Lakehouse Architecture</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/26/clustering"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/cluster.png" alt="What is Clustering in an Open Data Lakehouse?" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Dipankar Mazumdar</span></div></div></div><div class="date_P5t1">March 26, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">What is Clustering in an Open Data Lakehouse?</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/26/acid-transactions"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/acid.png" alt="ACID Transactions in an Open Data Lakehouse" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Dipankar Mazumdar</span></div></div></div><div class="date_P5t1">March 26, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">ACID Transactions in an Open Data Lakehouse</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/13/lightning-fast-analytics"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/lightning-fast-analytics.jpeg" alt="From Transactional Bottlenecks to Lightning-Fast Analytics" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Akash Sankritya</span></div></div></div><div class="date_P5t1">March 13, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">From Transactional Bottlenecks to Lightning-Fast Analytics</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/13/hudi-on-dbr"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/hudi-aws-dbr.png" alt="Building an Amazon Sales Analytics Pipeline with Apache Hudi on Databricks" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Sameer Shaik</span></div></div></div><div class="date_P5t1">March 13, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">Building an Amazon Sales Analytics Pipeline with Apache Hudi on Databricks</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 11.326 11.68 21.933M13.749 11.343l8.537-.018-.017 8.538"></path><rect width="22.5" height="22.5" x="5.75" y="5.75" stroke="#0DB1F9" stroke-width="1.5" rx="2.25"></rect></svg></div></div></div></div></a></div></div><div class="embla__slide_zFuO"><div class="blogsWrapper_ssIg"><a itemprop="url" class="link_ezPh" href="/blog/2025/03/05/hudi-21-unique-differentiators"><div class="cardBlogs_Z3ae"><div><div class="blogImgWrapper_cBOY"><img src="https://hudi.apache.org/assets/images/blog/2025-03-05-21-reasons-why.png" alt="21 Unique Reasons Why Apache Hudi Should Be Your Next Data Lakehouse" class="blogImg_yndt"></div><div class="blogContent_d56S"><div><div><div><span class="authorName_jFyQ" itemprop="name">Vinoth Chandar</span></div></div></div><div class="date_P5t1">March 5, 2025</div></div><div class="cardTitleWrapper_LQtv"><h5 class="blogTitle_DAKd">21 Unique Reasons Why Apache Hudi Should Be Your Next Data Lakehouse</h5><div><svg xmlns="http://www.w3.org/2000/svg" width="34" height="34" fill="none" viewBox="0 0 34 34"><path stroke="#0DB1F9" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M22.286 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