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MinIO</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2024-02-18T00:00:00.000Z" itemprop="datePublished">February 18, 2024<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/minio">minio</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-airflow">apache airflow</a></li><li class="tag_MgfY"><a class="tag_WK-t 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Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/minio">minio</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-airflow">apache airflow</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-spark">apache spark</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2024-02-03-Apache-Hudi-Table-Services-Export-Services-HoodieSnapshotExporter-Hands-on-labs.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Apache Hudi Table Services | Export Services | HoodieSnapshotExporter | Hands on labs</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2024-02-03T00:00:00.000Z" itemprop="datePublished">February 3, 2024<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" 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in UPSERT Mode with Kafka Avro MSG #12</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2024-01-17T00:00:00.000Z" itemprop="datePublished">January 17, 2024<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/delete">delete</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/deltastreamer">deltastreamer</a></li><li 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class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2024-01-13T00:00:00.000Z" itemprop="datePublished">January 13, 2024<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-glue">aws glue</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/minio">minio</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/docker">docker</a></li></ul></header></article><article 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itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2024-01-06-Dynamic-Delta-Streamer-Jobs-with-JDBC-Puller-for-Postgres-Bring-all-Tables-from-particular-Schema.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Dynamic Delta Streamer Jobs with JDBC Puller for Postgres | Bring all Tables from particular Schema</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2024-01-06T00:00:00.000Z" itemprop="datePublished">January 6, 2024<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/deltastreamer">deltastreamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hudi-streamer">hudi streamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/postgresql">postgresql</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/postgres">postgres</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/jdbc">jdbc</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2024-01-01-Data-Lake-to-Microservices-Apache-Hudi-Record-Index-FastAPI-Spark-Connect-with-Swagger-UI.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Data Lake to Microservices: Apache Hudi's Record Index, FastAPI, Spark Connect with Swagger UI</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2024-01-01T00:00:00.000Z" itemprop="datePublished">January 1, 2024<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a 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margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/cow">cow</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hudi-cli">hudi cli</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/mor">mor</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-12-29-Get-Started-with-Hudi-CLI-Locally-Using-Docker-in-Minutes-and-Connect-to-Your-S3-Data.png" 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class="tag_WK-t tagRegular_LXbV" href="/videos/tags/docker">docker</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hudi-cli">hudi cli</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-s-3">aws s3</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-12-25-Hudi-DBT-Spark-Glue-Hive-MetaStore-Join-two-hudi-tables-Labs-with-Exercise-Files.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Hudi + DBT + Spark + Glue Hive MetaStore | Join two hudi tables Labs with Exercise Files</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 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href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-spark">apache spark</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-thrift">apache thrift</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/dbt">dbt</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-12-08-How-to-use-DeltaStreamer-to-Read-Data-From-Hudi-Source-in-Incremental-Fashion-Bronze-to-Silver-10.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" 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itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/deltastreamer">deltastreamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hudi-streamer">hudi streamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/multi-table">multi table</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div 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itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/elastic-search">elastic search</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/kibana">kibana</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/beginner">beginner</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-05-13-EMR-Serverless-Made-Easy_-Submitting-Hive-SQL-Queries-for-Beginners-with-NYC-Taxi-Dataset.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">EMR Serverless Made Easy: Submitting Hive SQL Queries for Beginners with NYC Taxi Dataset</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-05-13T00:00:00.000Z" itemprop="datePublished">May 13, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" 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itemprop="headline">Maximizing Efficiency DataLake(Hudi) Glue ETL Jobs with Templated Approach &Serverless Architecture</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-05-07T00:00:00.000Z" itemprop="datePublished">May 7, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-glue">aws glue</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/etl">etl</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" 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itemprop="datePublished">April 29, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/late-arriving-data">late arriving data</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/incremental-etl">incremental etl</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/upsert">upsert</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" 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datetime="2023-04-25T00:00:00.000Z" itemprop="datePublished">April 25, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/joins">joins</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/spark-sql">spark sql</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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datetime="2023-04-12T00:00:00.000Z" itemprop="datePublished">April 12, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-glue-concurrency">aws glue concurrency</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/data-ingestion">data ingestion</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/hudi-video-page-default.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Learn about Apache Hudi Transformers with Hands on Lab</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-04-11T00:00:00.000Z" itemprop="datePublished">April 11, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" 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hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-04-06-Efficient_Data_Lake_Management_with_Apache_Hudi_Cleaner_Benefits_of_Scheduling_Data_Cleaning_1.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Efficient Data Lake Management with Apache Hudi Cleaner: Benefits of Scheduling Data Cleaning #1</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-04-06T00:00:00.000Z" itemprop="datePublished">April 6, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil 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margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/deltastreamer">deltastreamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hudi-streamer">hudi streamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/alerting">alerting</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/event-bridge">event bridge</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-sns">amazon sns</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-04-02T00:00:00.000Z" itemprop="datePublished">April 2, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-redshift-spectrum">amazon redshift spectrum</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hudi-streamer">hudi streamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-aurora">amazon aurora</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-dms">aws dms</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-s-3">amazon s3</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-emr">amazon emr</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-03-30-Project_Using_Apache_Hudi_Deltastreamer_and_AWS_DMS_Hands_on_Lab_Part_1.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Project : Using Apache Hudi Deltastreamer and AWS DMS Hands on Lab# Part 2</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-03-30T00:00:00.000Z" itemprop="datePublished">March 30, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/deltastreamer">deltastreamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hudi-streamer">hudi streamer</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-aurora">amazon aurora</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-dms">aws dms</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-s-3">amazon s3</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-emr">amazon emr</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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datetime="2023-01-28T00:00:00.000Z" itemprop="datePublished">January 28, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/access-restriction">access restriction</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/compliance">compliance</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-lake-formation">aws lake formation</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-athena">amazon athena</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/hudi-video-page-default.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Writing data quality and validation scripts for a Hudi data lake with AWS Glue and pydeequ| Hands on Lab</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-23T00:00:00.000Z" itemprop="datePublished">January 23, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" 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itemprop="headline">Cleaner Service: Save up to 40% on data lake storage costs | Hudi Labs</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-17T00:00:00.000Z" itemprop="datePublished">January 17, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/cleaner-service">cleaner service</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/storage-cost">storage cost</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article 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itemprop="datePublished">January 17, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/incremental-query">incremental query</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-glue">aws glue</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img 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margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-17T00:00:00.000Z" itemprop="datePublished">January 17, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/precombine-key">precombine key</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/de-duplicate">de-duplicate</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/ordering">ordering</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-01-17-Use_Apache_Hudi_for_hard_deletes_on_your_data_lake_for_data_governance_Hudi_Labs.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Use Apache Hudi for hard deletes on your data lake for data governance | Hudi Labs</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-17T00:00:00.000Z" itemprop="datePublished">January 17, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/delete">delete</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/hard-delete">hard delete</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/soft-delete">soft delete</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/data-governance">data governance</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-01-15-Real_Time_Streaming_Data_Pipeline_From_Aurora_Postgres_to_Hudi_with_DMS_Kinesis_and_Flink_DEMO.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Real Time Streaming Pipeline From Aurora Postgres to Hudi with DMS , Kinesis and Flink |Hands on Lab</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-16T00:00:00.000Z" itemprop="datePublished">January 16, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/streaming-ingestion">streaming ingestion</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/real-time-datalake">real time datalake</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-aurora">amazon aurora</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-dms">aws dms</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-kinesis">amazon kinesis</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-flink">apache flink</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-s-3">amazon s3</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-01-15-Real_Time_Streaming_Data_Pipeline_From_Aurora_Postgres_to_Hudi_with_DMS_Kinesis_and_Flink_DEMO.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Real Time Streaming Data Pipeline From Aurora Postgres to Hudi with DMS , Kinesis and Flink |DEMO</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-15T00:00:00.000Z" itemprop="datePublished">January 15, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/streaming-ingestion">streaming ingestion</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/real-time-datalake">real time datalake</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-aurora">amazon aurora</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-dms">aws dms</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-kinesis">amazon kinesis</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-flink">apache flink</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-s-3">amazon s3</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-01-13-Build_Real_Time_Low_Latency_Streaming_pipeline_from_DynamoDB_to_Apache_Hudi_using_Kinesis_FlinkLab.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Build Real Time Low Latency Streaming pipeline from DynamoDB to Apache Hudi using Kinesis,Flink|Lab</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-13T00:00:00.000Z" itemprop="datePublished">January 13, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/streaming-ingestion">streaming ingestion</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/real-time-datalake">real time datalake</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/merge-on-read">merge on read</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/mor">mor</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-dynamodb">amazon dynamodb</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-kinesis">amazon kinesis</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-flink">apache flink</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-lambda">aws lambda</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/hudi-video-page-default.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Build Real Time Streaming Pipeline with Apache Hudi Kinesis and Flink | Hands on Lab</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-12T00:00:00.000Z" itemprop="datePublished">January 12, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/streaming-ingestion">streaming ingestion</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/real-time-datalake">real time datalake</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/merge-on-read">merge on read</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/mor">mor</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-kinesis">amazon kinesis</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-flink">apache flink</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-01-01-Streaming_ETL_using_Apache_Flink_joining_multiple_Kinesis_streams_Demo.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Streaming ETL using Apache Flink joining multiple Kinesis streams | Demo</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-01T00:00:00.000Z" itemprop="datePublished">January 1, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/streaming-ingestion">streaming ingestion</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/streaming-etl">streaming etl</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/joins">joins</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/amazon-kinesis">amazon kinesis</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-flink">apache flink</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-glue">aws glue</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2023-01-01-Streaming_ETL_using_Apache_Flink_joining_multiple_Kinesis_streams_Demo.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Transaction Hudi Data Lake with Streaming ETL from Multiple Kinesis Streams & Joining using Flink</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2023-01-01T00:00:00.000Z" itemprop="datePublished">January 1, 2023<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t 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blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Bring Data from Source using Debezium with CDC into Kafka&S3Sink &Build Hudi Datalake | Hands on lab</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2022-12-27T00:00:00.000Z" itemprop="datePublished">December 27, 2022<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/postgresql">postgresql</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/mysql">mysql</a></li><li class="tag_MgfY"><a class="tag_WK-t 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class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2022-12-24T00:00:00.000Z" itemprop="datePublished">December 24, 2022<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/streaming-ingestion">streaming ingestion</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/pyspark">pyspark</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-zookeeper">apache zookeeper</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-kafka">apache kafka</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" 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23, 2022<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/dbt">dbt</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/aws-glue">aws glue</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/apache-hudi">apache hudi</a></li></ul></header></article><article class="blog-list-item" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/hudi-video-page-default.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Learn Schema Evolution in Apache Hudi Transaction Datalake with hands on labs</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2022-12-21T00:00:00.000Z" itemprop="datePublished">December 21, 2022<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/guide">guide</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/write-operations">write operations</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/insert">insert</a></li><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" href="/videos/tags/update">update</a></li><li 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class="postHeader_Ipb1"><div><div class="col blogThumbnail" itemprop="blogThumbnail"><img src="https://hudi.apache.org/assets/images/video_blogs/2022-12-17-Migrate_Certain_Tables_from_ONPREM_DB_using_DMS_into_Apache_Hudi_Transaction_Datalake_with_GlueDemo.png" class="videoImage_nxqj blog-image"></div><h2 class="blogPostTitle_RC3s" itemprop="headline"><h2 class="blogPostTitle_RC3s" itemprop="headline">Migrate Certain Tables from ONPREM DB using DMS into Apache Hudi Transaction Datalake with Glue|Demo</h2></h2><div class="blogInfo_1FPd margin-top--sm margin-bottom--sm"><div class="authorTimeTags_oN88 row 'margin-vert--md'"><time datetime="2022-12-17T00:00:00.000Z" itemprop="datePublished">December 17, 2022<!-- --> by</time><div><div><div><a itemprop="url"><span class="authorsList_svFt" itemprop="name">Soumil Shah</span></a></div></div></div></div></div></div><ul class="authorTimeTags_oN88 padding--none margin-left--sm"><li class="tag_MgfY"><a class="tag_WK-t tagRegular_LXbV" 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