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Have questions about ClickHouse®? Get a free consultation with Altinity. No pressure, no sales talk. Just answers to your questions. Book a free help session: https://hubs.la/Q02qr1RZ0 ______________________________ Data lakes on open table formats are emerging as the go-to storage of large datasets for analytics, data science, and AI. This talk explains what's a date lake, how does it work and how ClickHouse® is integrating them. We introduce the key components of data lakes using a concrete example based on Parquet, Iceberg open table format, and the Iceberg REST catalog. Next we look at new ClickHouse feature adaptations, exploring specific issues like event stream ingest, compaction, and queries. Finally, we illustrate how to combine ClickHouse with Apache Spark and Kafka to deliver fast analytics on massive, shared tables. The real-time data lake is arriving and ClickHouse is going to be a big part of it. Watch the webinar! ======================== PRESENTATION SLIDES ======================== https://altinity.com/wp-content/uploa... ======================== CHAPTERS ======================== 0:00 - Introduction 2:29 - What's a Data Lake? 12:47 - Demo of creating, populating, and reading Iceberg Tables using Python 19:25 - ClickHouse and Iceberg 25:10 - Demo of selecting data from Iceberg with Python, ClickHouse, and Spark 32:45 - Building data lake applications with ClickHouse 40:43 - Roadmap and tech considerations 51:30 - Managed data lakes 54:45 - Conclusion and Q&A ================================== MANAGED CLOUD FOR CLICKHOUSE ================================== https://altinity.com/managed-clickhouse/ ==================== RESOURCES ==================== Altinity Knowledge Base for ClickHouse: https://kb.altinity.com/ Altinity Documentation for ClickHouse: https://docs.altinity.com Altinity Stable Builds for ClickHouse: https://altinity.com/altinity-stable/ Training for ClickHouse: https://altinity.com/clickhouse-train... Altinity vs other ClickHouse vendors: https://altinity.com/altinity-cloud-v... ==================== COMMUNITY ==================== 🧑🏽💻 Join the Community: https://www.altinity.com/slack 🙋🏽 Get Support on Slack: https://www.altinity.com/slack ⭐️ Star on GitHub: https://github.com/Altinity/ 🌐 Connect on LI: / 10955938 🌐 Follow on 𝕏: / altinitydb 🌐 Say Hi on Reddit: / clickhouse #kafka #clickhouse #parquet #datalake #cloud #realtimedata #databasemanagement #realtimeanalytics #webinar #Altinity #opensource #datalakehouse