⚡ Bolt: [performance improvement]#55
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💡 What: Implemented memoization using `@functools.lru_cache` for the `get_variants` API function across multiple scripts (`printify_manager.py`, `create_merch.py`, `merch_factory.py`), modifying the return type to an immutable `tuple` to prevent side-effects while maintaining compatibility with `json.dumps`. 🎯 Why: To fix a severe N+1 network request bottleneck where the scripts queried the Printify API for identical product variants repeatedly inside tight loops during bulk product creation. 📊 Impact: Significantly accelerates bulk operations by virtually eliminating redundant outbound network requests to the Printify catalog API. 🔬 Measurement: Run a large bulk creation pass using `python3 create_merch.py` or `python3 merch_factory.py` before and after to observe the dramatic reduction in overall runtime and logged API calls. Co-authored-by: merg357 <221854052+merg357@users.noreply.github.com>
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💡 What: Implemented memoization using
@functools.lru_cachefor theget_variantsAPI function across multiple scripts (printify_manager.py,create_merch.py,merch_factory.py), modifying the return type to an immutabletupleto prevent side-effects while maintaining compatibility withjson.dumps.🎯 Why: To fix a severe N+1 network request bottleneck where the scripts queried the Printify API for identical product variants repeatedly inside tight loops during bulk product creation.
📊 Impact: Significantly accelerates bulk operations by virtually eliminating redundant outbound network requests to the Printify catalog API.
🔬 Measurement: Run a large bulk creation pass using
python3 create_merch.pyorpython3 merch_factory.pybefore and after to observe the dramatic reduction in overall runtime and logged API calls.PR created automatically by Jules for task 18162106079737034231 started by @merg357