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layout: post | ||
title: "#35. Get your data just-in-time" | ||
tags: architecture data-mesh data-warehouse deltalake postgresql python | ||
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*Topics: Architecture, data mesh, data warehouse, Delta Lake, PostgreSQL, Python* | ||
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[Seamlessly Migrate Your Apache Parquet Data Lake to Delta Lake](https://www.databricks.com/blog/seamlessly-migrate-your-apache-parquet-data-lake-delta-lake) — Dipankar Kushari, Uday Satapathy @ Databricks Engineering Blog | ||
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*Databricks is a company behind the Delta Lake format. The paper explains some drawbacks of building a data lake using Apache Parquet and explains how Delta Lake can solve such problems and how to migrate.* | ||
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![level:beginner] ![topic:deltalake] | ||
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[How Meta built the infrastructure for Threads](https://engineering.fb.com/2023/12/19/core-infra/how-meta-built-the-infrastructure-for-threads/) — Laine Campbell, Chunqiang (CQ) Tang @ Engineering at Meta | ||
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*It's always interesting to read/watch real system's design with explanation. Especially when you are trying to design them in mind.* | ||
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![level:medium] ![topic:architecture] | ||
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[Python 3.13 gets a JIT](https://tonybaloney.github.io/posts/python-gets-a-jit.html) — Anthony Shaw | ||
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*It's not only data engineering, but probably will change the whole development landscape: Python gets JIT, which opens a door to massive performance improvements in future!* | ||
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![level:medium] ![topic:python] | ||
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[How we built our customer data warehouse all on Postgres](https://tembo.io/blog/tembo-data-warehouse) — Adam Hendel @ Tembo | ||
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*Very interesting experience of usage of Postgres as a warehouse. I'm saying not only about storage, but the whole system including orchestration 🤯. Of course authors had to write some code in Rust, but the concept looks very interesting and maybe even promising.* | ||
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![level:medium] ![topic:data-warehouse] ![topic:postgresql] | ||
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[Data Domains — Where do I start?](https://towardsdatascience.com/data-domains-where-do-i-start-a6d52fef95d1) — Piethein Strengholt | ||
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*Good and practical article about data domains. Not only from a data team perspective but also from a development perspective.* | ||
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![level:medium] ![topic:architecture] ![topic:data-mesh] | ||
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{% include tags.md %} |