--- title: ClickHouse CloudでExecutable UDFがパブリックベータとして利用可能になりました description: ClickHouse Cloud now offers Executable UDFs in public beta, allowing Python functions to be uploaded as a zip and called directly from SQL like built-in... canonical: https://daily.dev/posts/clickhouse-cloud-executable-udf--ftl68jnhj twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: ClickHouse CloudでExecutable UDFがパブリックベータとして利用可能になりました | daily.dev og:description: ClickHouse Cloud now offers Executable UDFs in public beta, allowing Python functions to be uploaded as a zip and called directly from SQL like built-in... og:url: https://daily.dev/posts/clickhouse-cloud-executable-udf--ftl68jnhj og:image: https://api.daily.dev/og/posts/ftl68jNhJ.png og:image:alt: ClickHouse CloudでExecutable UDFがパブリックベータとして利用可能になりました og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # ClickHouse CloudでExecutable UDFがパブリックベータとして利用可能になりました **[ClickHouse](https://daily.dev/sources/clickhouse)** · 6 min read · 0 upvotes · 0 comments ## Summary ClickHouse Cloud now offers Executable UDFs in public beta, allowing Python functions to be uploaded as a zip and called directly from SQL like built-in functions. The post demonstrates a full stock trade anomaly detection system: a PyTorch autoencoder scores ~6B trade ticks inline at ingest time via a materialized view, generating 32-dimensional embeddings and reconstruction scores. Per-symbol baselines are maintained with refreshable materialized views to normalize anomaly thresholds. The architecture eliminates the need for separate scoring services, Kafka consumers, or batch pipelines. Additionally, network-access UDFs (private beta) enable calling external APIs (news, SEC EDGAR) and LLMs (Anthropic Claude) directly from SQL queries, with stateful HTTP clients, LRU caching, and structured output via tool-use. The complete source including notebook, UDF bundle, SQL, and Next.js web app is available on GitHub. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Python UDF in BigQuery, now generally available](https://daily.dev/posts/python-udf-in-bigquery-now-generally-available-zaqwgr1zq) · Google Cloud · 0 upvotes · 0 comments - [Introducing Python User-Defined Table Functions \(UDTFs\) in Unity Catalog](https://daily.dev/posts/introducing-python-user-defined-table-functions-udtfs-in-unity-catalog-3ihgyefc3) · databricks · 0 upvotes · 0 comments - [Python UDFs in SingleStore: Run Python Inside SQL](https://daily.dev/posts/python-udfs-in-singlestore-run-python-inside-sql-ykwwgwjjs) · SingleStore · 6 upvotes · 0 comments - [Introducing ML Functions in SingleStore: Bring Models to the Data](https://daily.dev/posts/introducing-ml-functions-in-singlestore-bring-models-to-the-data-hxcbjjy2m) · SingleStore · 1 upvotes · 0 comments - [Snowflake Builders Blog: Data Engineers, App Developers, AI, & Data Science](https://daily.dev/posts/snowflake-builders-blog-data-engineers-app-developers-ai-data-science-acbmpst5f) · Snowflake Community · 0 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#python](https://daily.dev/tags/python), [#pytorch](https://daily.dev/tags/pytorch), [#clickhouse](https://daily.dev/tags/clickhouse) [View this post on daily.dev](https://daily.dev/posts/clickhouse-cloud-executable-udf--ftl68jnhj) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"ClickHouse CloudでExecutable UDFがパブリックベータとして利用可能になりました","url":"https://daily.dev/posts/clickhouse-cloud-executable-udf--ftl68jnhj","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/clickhouse-cloud-executable-udf--ftl68jnhj"},"datePublished":"2026-06-08T16:30:53.637Z","dateModified":"2026-06-08T16:37:04.833Z","description":"ClickHouse Cloud now offers Executable UDFs in public beta, allowing Python functions to be uploaded as a zip and called directly from SQL like built-in...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/13610c03b5a9cdde928bc0bf4ae0f0c0?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/13610c03b5a9cdde928bc0bf4ae0f0c0?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"ClickHouse","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"ClickHouse","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/clickhouse","url":"https://daily.dev/sources/clickhouse"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/clickhouse-cloud-executable-udf--ftl68jnhj","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,python,pytorch,clickhouse","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"ClickHouse","item":"https://daily.dev/sources/clickhouse"},{"@type":"ListItem","position":3,"name":"ClickHouse CloudでExecutable UDFがパブリックベータとして利用可能になりました"}]} ```