{"id":17097,"date":"2025-05-01T08:02:48","date_gmt":"2025-05-01T15:02:48","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=17097"},"modified":"2025-06-13T16:36:07","modified_gmt":"2025-06-13T23:36:07","slug":"huggingface-to-couchbase","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/","title":{"rendered":"Effortlessly Migrate 300k+ Hugging Face Datasets into Couchbase with the IDE Plugin and CLI"},"content":{"rendered":"<p>Migrating large, complex datasets from Hugging Face to Couchbase just got easier. Whether you prefer working from the command line or within your favorite IDE, our new <b>Hugging Face to Couchbase<\/b> migration toolkit\u2014featuring the <b>Couchbase VS Code Extension <\/b>and the <b>cbmigrate<\/b> CLI \u2014simplifies and streamlines the process.<\/p>\n<h2>Introducing the Hugging Face-to-Couchbase migration tools<\/h2>\n<p>Our toolkit for migrating Hugging Face datasets to Couchbase includes two core components, optimized for different development workflows:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li aria-level=\"1\"><b>Couchbase VS Code Extension<\/b><\/li>\n<li aria-level=\"1\"><b>CLI Tool (<\/b><b>cbmigrate hugging-face<\/b><b>)<\/b><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Whether you\u2019re a command-line purist or an IDE enthusiast, we have you covered!<\/p>\n<h2>1. Couchbase VS Code extension<\/h2>\n<p>Prefer a graphical interface within VS Code? Our <a href=\"https:\/\/github.com\/Couchbase-Ecosystem\/couchbase_jetbrains_plugin\">Couchbase extension<\/a> enables seamless dataset migration directly from your IDE.<\/p>\n<h3>Key features<\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li aria-level=\"1\"><b>Integrated migration<\/b>: Perform dataset migrations within VS Code, streamlining your workflow.<\/li>\n<li aria-level=\"1\"><b>User-friendly interface<\/b>: Use a graphical UI to configure and monitor data migration processes effortlessly.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-17098\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/04\/hugging-face-import-couchbase.gif\" alt=\"\" width=\"800\" height=\"476\" \/><\/p>\n<p>For more details, refer to the <a href=\"https:\/\/github.com\/Couchbase-Ecosystem\/couchbase_jetbrains_plugin\">Couchbase VS Code plugin repository.<\/a><\/p>\n<h2>2. Command-line tool: cbmigrate hugging-face<\/h2>\n<p>For developers who prefer the terminal, the <em>hugging-face<\/em> subcommand of <a href=\"https:\/\/github.com\/couchbaselabs\/cbmigrate\/blob\/main\/cmd\/huggingface\/README.md\"><em>cbmigrate<\/em><\/a> provides a powerful and efficient way to migrate Hugging Face datasets to Couchbase.<\/p>\n<h3>Key features<\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li aria-level=\"1\"><b>Easy dataset exploration<\/b>: List configurations, splits, and fields within Hugging Face datasets before committing to a migration.<\/li>\n<li aria-level=\"1\"><b>Flexible migration<\/b>: Supports streaming, batch processing, and custom document ID generation.<\/li>\n<li aria-level=\"1\"><b>Security &amp; privacy<\/b>: Supports authentication for private datasets and secure Couchbase connections.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Usage<\/h3>\n<p><strong>List dataset configurations<\/strong><\/p>\n<pre class=\"nums:false lang:default decode:true \">cbmigrate hugging-face list-configs --path &lt;DATASET_PATH_OR_NAME&gt;<\/pre>\n<p><strong>List dataset splits<\/strong><\/p>\n<pre class=\"nums:false lang:default decode:true \">cbmigrate hugging-face list-splits --path &lt;DATASET_PATH_OR_NAME&gt;<\/pre>\n<p><strong>List dataset fields<\/strong><\/p>\n<pre class=\"nums:false lang:default decode:true \">cbmigrate hugging-face list-fields --path &lt;DATASET_PATH_OR_NAME&gt;<\/pre>\n<p><b>Migrate dataset to Couchbase<\/b><\/p>\n<pre class=\"nums:false lang:default decode:true\">cbmigrate hugging-face migrate --path &lt;DATASET_PATH_OR_NAME&gt; --id-fields &lt;FIELD1,FIELD2,...&gt; \\\r\n\u00a0\u00a0--cb-url couchbase:\/\/&lt;HOST&gt; --cb-username &lt;USERNAME&gt; --cb-password &lt;PASSWORD&gt; \\\r\n\u00a0\u00a0--cb-bucket &lt;BUCKET_NAME&gt; --cb-scope &lt;SCOPE_NAME&gt; --cb-collection &lt;COLLECTION_NAME&gt;<\/pre>\n<h3>Example: simple migration of a public dataset<\/h3>\n<pre class=\"nums:false lang:default decode:true\">cbmigrate hugging-face migrate --path glue --split train --id-fields idx \\\r\n\u00a0\u00a0--cb-url couchbase:\/\/localhost --cb-username Administrator --cb-password password \\\r\n\u00a0\u00a0--cb-bucket sample_bucket --cb-scope sample_scope --cb-collection sample_collection<\/pre>\n<p>For more information, visit the <a href=\"https:\/\/github.com\/couchbaselabs\/cbmigrate\/blob\/main\/cmd\/huggingface\/README.md\">cbmigrate GitHub repository.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Migrating large, complex datasets from Hugging Face to Couchbase just got easier. Whether you prefer working from the command line or within your favorite IDE, our new Hugging Face to Couchbase migration toolkit\u2014featuring the Couchbase VS Code Extension and the [&hellip;]<\/p>\n","protected":false},"author":85202,"featured_media":17099,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10122,1815,2225,1816],"tags":[10001,1766,10112,9559],"ppma_author":[9952],"class_list":["post-17097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","category-best-practices-and-tutorials","category-cloud","category-couchbase-server","tag-cbmigrate","tag-data-migration","tag-hugging-face","tag-vscode"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Effortlessly Migrate 300k+ Hugging Face Datasets into Couchbase with the IDE Plugin and CLI<\/title>\n<meta name=\"description\" content=\"Migrate datasets from Hugging Face to Couchbase quickly using CLI or VS Code extension. Streamline developer workflows with secure, flexible tools.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Effortlessly Migrate 300k+ Hugging Face Datasets into Couchbase with the IDE Plugin and CLI\" \/>\n<meta property=\"og:description\" content=\"Migrate datasets from Hugging Face to Couchbase quickly using CLI or VS Code extension. Streamline developer workflows with secure, flexible tools.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-01T15:02:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-13T23:36:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/04\/blog-huggingface-import-1024x536.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"536\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Shyam Rajamannar, Senior Software Engineer\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Shyam Rajamannar, Senior Software Engineer\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/\"},\"author\":{\"name\":\"Shyam Rajamannar, Senior Software Engineer\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/ed46430a7270d52c7926c5c0855fa058\"},\"headline\":\"Effortlessly Migrate 300k+ Hugging Face Datasets into Couchbase with the IDE Plugin and CLI\",\"datePublished\":\"2025-05-01T15:02:48+00:00\",\"dateModified\":\"2025-06-13T23:36:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/\"},\"wordCount\":267,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/04\/blog-huggingface-import.png\",\"keywords\":[\"cbmigrate\",\"Data Migration\",\"hugging face\",\"vscode\"],\"articleSection\":[\"Artificial Intelligence (AI)\",\"Best Practices and Tutorials\",\"Couchbase Capella\",\"Couchbase Server\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/\",\"name\":\"Effortlessly Migrate 300k+ Hugging Face Datasets into Couchbase with the IDE Plugin and CLI\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/huggingface-to-couchbase\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/04\/blog-huggingface-import.png\",\"datePublished\":\"2025-05-01T15:02:48+00:00\",\"dateModified\":\"2025-06-13T23:36:07+00:00\",\"description\":\"Migrate datasets from Hugging Face to Couchbase quickly using CLI or VS Code extension. 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