Answer
Use generators for lazy evaluation.
Reduce object creation.
Use slots, weak references, and optimized structures.
Reduce object creation.
Use slots, weak references, and optimized structures.
Quick Answer
Python memory optimization: use __slots__ to eliminate per-instance __dict__ overhead. Use generators instead of lists for large sequences. Prefer bytes over str for binary data. Use array module instead of list for homogeneous numeric data. tracemalloc (built-in) traces memory allocations. gc.collect() forces GC. Avoid circular references with weak references. Profile with memory_profiler to find leaks.
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SugharaIQ Editorial Team
Verified Answer
This answer has been peer-reviewed by industry experts holding senior engineering roles to ensure technical accuracy and relevance for modern interview standards.
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Source: SugharaIQ