Software⏱️ 2 min read📅 2026-05-29

How to Fix: itertools.product causes an OOM crash on infinite generator

itertools.product causes an OOM crash on infinite generator

Quick Answer: Use itertools.chain to combine the two data streams, and then use itertools.product to generate combinations. This will prevent the infinite generator from being loaded into memory at once.

To avoid the OOM crash when using itertools.product with an infinite generator, you can utilize a technique called chunking or batching. This involves processing the data in smaller chunks rather than loading everything into memory at once.

🚀 How to Resolve This Issue

  • [Cause]

Method 1: Chunking with itertools.product

  1. Step 1: Define a chunk size, e.g., 1000.
  2. Step 2: Use itertools.product with the chunked data structure, and process each chunk individually.

Method 2: Using more-itertools with product

  1. Step 1: Install the more-itertools library.
  2. Step 2: Use more_itertools.product, which allows for infinite iteration with a finite memory footprint.

✨ Wrapping Up

By implementing chunking or using more-itertools.product, you can efficiently process infinite data streams with itertools.product without running into OOM crashes.

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