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Data Engineering Digest

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__URL:__ https://observablehq.com/blog/observable-2-0 __Review (1-2 sentences):__ Observable 2.0 is the new project, allowing to build static sites based on the data. It is basically an .md document with built-in charts. It...

level:medium
topic:visualization

__URL:__ https://www.databricks.com/blog/simplify-pyspark-testing-dataframe-equality-functions __Review (1-2 sentences):__ Finally we have PySpark functions for testing! Starting from Spark 3.5. No more additional libraries for testing. Or, maybe.. __Created by:__ DE or DIE Bot...

level:medium
topic:spark

__URL:__ https://olivermolander.medium.com/the-2023-edition-of-the-mad-machine-learning-ai-and-data-landscape-a-quick-analysis-67208f16125b __Review (1-2 sentences):__ Quite an interesting critics of the popular Big Data landscape by Matt Turk. It mentions geographic bias and data that was worth mentioning __Created by:__...

__URL:__ https://www-workingsoftware-dev.cdn.ampproject.org/c/s/www.workingsoftware.dev/the-ultimate-list-of-software-architecture-books-in-2024/amp/ __Review (1-2 sentences):__ Only architecture books, only hardcore.

topic:architecture

__URL:__ http://muratbuffalo.blogspot.com/2023/09/metastable-failures-in-wild.html __Review (1-2 sentences):__ Metastable failures. What is it? Does anyone have one? How do you think you could deal with it? Read in this blog post and don't...

level:medium
topic:engineering

__URL:__ https://medium.com/@RisingWave_Engineering/why-kafka-is-the-new-data-lake-dd6c1b6048e __Review (1-2 sentences):__ To be honest...I'm totally disagree with author. But I like this challenging point of view. May be we can even discuss it :)

level:medium
topic:kafka

__URL:__ https://medium.com/@diogo22santos/the-problems-in-the-modern-data-stack-e163faf90fa0 __Review (1-2 sentences):__ I would say that this article is more about architectural and process challenges that we all can have. It's not a long list of them,...

topic:data-thoughts

__URL:__ https://medium.com/@seckindinc/semantic-layer-future-of-self-serve-analytics-bdd22381de9e __Review (1-2 sentences):__ Semantic Layer looks like the new trend in modeling (or just the same old song for the metrics layer). But we let you to decide.

topic:data-modeling

__URL:__ http://muratbuffalo.blogspot.com/2023/04/empowering-azure-storage-with-rdma.html __Review (1-2 sentences):__ With this blog I will immediately love white papers. Now it's article about Remote Direct Memory Access

topic:storage
level:beginner