Mooncake：数据库圈的月饼反叛者，13个月被Databricks收购
当传统数据库在全能路线上挣扎时，Mooncake Labs 核心团队选择拥抱 Postgres 生态，仅用 13 个月便被巨头收购。本期聊聊这群大牛如何用“包月饼”的哲学解决实时分析痛点，并赢得 Databricks 的青睐。
Лучшая цитата из Mooncake：数据库圈的月饼反叛者，13个月被Databricks收购
Mooncake 的核心价值在于减少复杂性，不再去重造轮子，而是通过一个 Postgres 扩展实现‘零 ETL’，让数据在交易型数据库和分析型湖仓之间实现亚秒级的实时同步。
Этот аудиоурок был создан участником сообщества BeFreed
Mooncake Labs (software development and data company) - focus on its company history and founding.
Часто задаваемые вопросы
Mooncake Labs 是一家由 Zhou Sun、Cheng Chen 和 Pranav Aurora 于 2024 年在旧金山创立的初创公司，在成立仅 13 个月后就被大数据巨头 Databricks 收购。其核心产品是一个名为 pg_mooncake 的 Postgres 开源扩展。这个扩展旨在打破交易型数据库（OLTP）与分析型数据库（OLAP）之间的隔阂，让开发者能够直接在熟悉的 Postgres 环境中获得高性能的实时分析能力。
Mooncake 通过其核心组件 Moonlink（一个用 Rust 编写的库）来实现这一目标。Moonlink 作为 Postgres 的后台工作线程运行，实时监控逻辑复制日志。一旦主库有数据插入或更新，它会立即感知并将数据转换为 Apache Iceberg 开放格式，直接推送到云端对象存储（如 S3）。这种机制省去了传统架构中复杂的 ETL 管道（如 Kafka 或 Flink），实现了数据的实时同步与分析。
AI 智能体在运行过程中会产生海量数据并需要即时反馈。传统架构由于数据搬运延迟，往往只能提供“过去的数据”，导致 AI 决策滞后。Mooncake 提供的亚秒级刷新能力让 AI 智能体能够基于实时数据进行推理和决策。此外，它整合了 DuckDB 的向量化执行能力，能够高效处理 AI 应用所需的复杂关联分析和大规模聚合查询。
为了保证系统的稳定性，Mooncake 建议在生产环境中将 Moonlink 作为一个独立的服务运行，而不是直接作为 Postgres 内部的插件，以避免分析任务占用主数据库的 CPU 和内存资源。此外，由于数据存储在 S3 等对象存储上，数据库实际上变成了“无状态”的，这极大地增强了系统的扩展性。对于想要尝试的企业，可以先从非核心的实时监控场景开始，逐步替换原有的重型数据管道。
Узнать больше
我想学习nosql
我想学习nosql
随着互联网数据量的爆炸式增长，传统的数据库已难以满足高并发和灵活扩展的需求。本路径专为希望从传统关系型数据库转型、掌握分布式系统设计及大数据处理能力的开发者和架构师设计。
Deep dive into Postgres database.
Deep dive into Postgres database.
This comprehensive plan bridges the gap between basic SQL and professional database administration. It is essential for developers and data engineers looking to build, optimize, and maintain resilient PostgreSQL systems in production.
Muse Spark: Inside Meta's Post-Llama AI Rebuild
Meta ditched open source and spent $14B to rebuild its AI. Here's what Muse Spark actually delivers.
BeFreed Team
Data base
Data base
Database expertise is essential for anyone building data-driven applications, from backend developers to data engineers and architects. This comprehensive learning path takes you from foundational SQL skills through advanced performance optimization to modern distributed systems, equipping you with the full spectrum of database knowledge needed in today's technology landscape. Whether you're starting your career or expanding into data-intensive systems, mastering databases unlocks the ability to build scalable, efficient applications that power modern software.
前沿的AI技术
前沿的AI技术
随着人工智能技术的爆发式增长，理解其底层逻辑已成为职场竞争力的核心。本方案专为希望从底层原理到前沿应用全面掌握AI技术的开发者、产品经理及技术爱好者设计。
Study for Microsoft DP-300 Exam
Study for Microsoft DP-300 Exam
This plan is essential for database administrators and data professionals looking to validate their expertise in managing Microsoft Azure SQL solutions. It provides a structured path from foundational architecture to advanced performance tuning and security management.
想成为一个product mana ge r
想成为一个product mana ge r
在数字化转型的浪潮下，优秀的产品经理是连接技术、业务与用户的核心纽带。本学习计划专为志在转行或提升的产品人设计，通过系统化的模块训练，帮助你从零构建专业竞争力。
Improve SQL/Python/AI skills
Improve SQL/Python/AI skills
This comprehensive learning path takes you from data fundamentals to advanced AI, addressing the massive demand for professionals who can work across the full data-to-AI stack. It's ideal for software developers transitioning to data science, analysts looking to add ML capabilities, or anyone aiming to build production-ready AI systems in today's rapidly evolving tech landscape.
Создано выпускниками Колумбийского университета в Сан-Франциско
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
Создано выпускниками Колумбийского университета в Сан-Франциско
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
![[url_31633c01:c0000] Create and Query a NoSQL Table with Amazon DynamoDB p1-1](/_next/image?url=https%3A%2F%2Fd1y2du6z1jfm9e.cloudfront.net%2Fassets%2Fpodcast%2Fyellow.png&w=1024&q=50)
![[url_31633c01:c0001] Create and Query a NoSQL Table with Amazon DynamoDB p1-1](/_next/image?url=https%3A%2F%2Fd1y2du6z1jfm9e.cloudfront.net%2Fassets%2Fpodcast%2Fgreen.png&w=1024&q=50)
