--- title: Syncing Postgres Partitions to Your Data Lake... | daily.dev description: Bridge for Analytics is a hybrid database system that provides solutions for dealing with large data volumes in PostgreSQL. It allows for easy data copying and... canonical: https://daily.dev/posts/syncing-postgres-partitions-to-your-data-lake--iynns7jim twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Syncing Postgres Partitions to Your Data Lake... | daily.dev og:description: Bridge for Analytics is a hybrid database system that provides solutions for dealing with large data volumes in PostgreSQL. It allows for easy data copying and... og:url: https://daily.dev/posts/syncing-postgres-partitions-to-your-data-lake--iynns7jim og:image: https://api.daily.dev/og/posts/IYNns7jiM.png og:image:alt: Syncing Postgres Partitions to Your Data Lake... 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. # Syncing Postgres Partitions to Your Data Lake... **[Crunchy Data](https://daily.dev/sources/crunchydata)** · 7 min read · 2 upvotes · 0 comments ## Summary Bridge for Analytics is a hybrid database system that provides solutions for dealing with large data volumes in PostgreSQL. It allows for easy data copying and transformation into a data lake for cheaper storage and efficient analytical queries. Time-partitioned tables and compressed Parquet files in S3 are used to optimize performance. The process includes setting up partitioned tables, copying data into an analytics table, and running fast analytical queries on historical data. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#performance](https://daily.dev/tags/performance), [#postgresql](https://daily.dev/tags/postgresql), [#data-lake](https://daily.dev/tags/data-lake) [View this post on daily.dev](https://daily.dev/posts/syncing-postgres-partitions-to-your-data-lake--iynns7jim) ```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":"Syncing Postgres Partitions to Your Data Lake...","url":"https://daily.dev/posts/syncing-postgres-partitions-to-your-data-lake--iynns7jim","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/syncing-postgres-partitions-to-your-data-lake--iynns7jim"},"datePublished":"2024-05-07T17:27:35.335Z","dateModified":"2024-05-09T07:55:57.971Z","description":"Bridge for Analytics is a hybrid database system that provides solutions for dealing with large data volumes in PostgreSQL. It allows for easy data copying and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/63c7603cd863cd8587ccb08f9ddfcb02?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/63c7603cd863cd8587ccb08f9ddfcb02?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Crunchy Data","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":"Crunchy Data","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/689da8cf2d2a4fa4b09736e4f4b18fce","url":"https://daily.dev/sources/crunchydata"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/syncing-postgres-partitions-to-your-data-lake--iynns7jim","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"performance,postgresql,data-lake","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Crunchy Data","item":"https://daily.dev/sources/crunchydata"},{"@type":"ListItem","position":3,"name":"Syncing Postgres Partitions to Your Data Lake..."}]} ```