Tl;dr: This blog post describes how we developed an efficient, reliable Python ecosystem using Pants, an open source build system, and solved the challenge of managing Python applications at a large scale at Coinbase.
By The Coinbase Compute Platform Team
Python is one of the most frequently used programming languages for data scientists, machine learning practitioners, and blockchain researchers at Coinbase. Over the past few years, we have witnessed a growth of Python applications that aim to solve many challenging problems in the cryptocurrency world like Airflow data pipelines, blockchain analytics tools, machine learning applications, and many others. Based on our internal data, the number of Python applications has almost doubled since Q3, 2022. According to our internal data, today there are approximately 1,500 data processing pipelines and services developed with Python. The total number of builds is around 500 per week at the time of writing. W ..
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