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Fatih | Data Engineer on Instagram: "Processing massive data files on a single machine is a challenge. Here are the reason and the tricks to optimize your Python scripts ⬇️ 1️⃣ The Core Reason 👉 The crash is due to insufficient RAM. Python loads the entire 15GB file into memory instantly, triggering a MemoryError when RAM capacity is exceeded. 2️⃣ Fix: Data Typing 👉 Specify optimal low-precision data types (e.g., int8, float32) upon loading. This significantly reduces the memory footprint of t
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Fatih | Data Engineer on Instagram: "Processing massive data files on …
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