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⚡ Bolt: Defer expensive object allocation in orbital pass prediction#299

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bolt-defer-object-allocation-orbital-pass-8779376479644925065
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⚡ Bolt: Defer expensive object allocation in orbital pass prediction#299
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bolt-defer-object-allocation-orbital-pass-8779376479644925065

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@d3mocide

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💡 What: Moved the allocation of the point dictionary (which includes the t.strftime call) from outside to inside the if el >= min_elevation: block in the backend/api/routers/orbital.py orbital pass prediction endpoint.

🎯 Why: To prevent unnecessary CPU overhead and memory allocation for the majority of the satellite orbit where it remains below the observer's horizon. Calling strftime unconditionally on every time step is expensive.

📊 Impact: Reduces string formatting and object allocation overhead drastically for pass prediction computations, making the API endpoint faster and more efficient when predicting large numbers of passes.

🔬 Measurement: The optimization can be verified by benchmarking the /api/v1/orbital/passes endpoint with a large list of NORAD IDs. Tests pass correctly, as this is a strict performance equivalent refactor.


PR created automatically by Jules for task 8779376479644925065 started by @d3mocide

…pass prediction

When evaluating satellite passes, we step through time in small increments (e.g., 10 seconds). For the vast majority of these steps, the satellite is below the observer's horizon (`el < min_elevation`).

Previously, we were allocating a dictionary and performing an expensive datetime string format (`t.strftime`) unconditionally for every step, only to discard it if the elevation threshold wasn't met. By moving this object allocation inside the `if el >= min_elevation:` block, we avoid unnecessary work and memory allocations, significantly speeding up the hot loop.

Co-authored-by: d3mocide <136547209+d3mocide@users.noreply.github.com>
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@d3mocide d3mocide closed this May 18, 2026
@d3mocide d3mocide deleted the bolt-defer-object-allocation-orbital-pass-8779376479644925065 branch May 19, 2026 20:15
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