From 00baeb4e4052901c94e103bea8c3db1f12364670 Mon Sep 17 00:00:00 2001
From: "codeflash-ai[bot]"
 <148906541+codeflash-ai[bot]@users.noreply.github.com>
Date: Fri, 30 Jan 2026 07:12:03 +0000
Subject: [PATCH] Optimize bit_lscan
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The optimization achieves a **5% runtime improvement** by eliminating redundant attribute lookups during dictionary construction.

**Key Change:**
The code now caches `aerospike.OP_BIT_LSCAN` as a module-level constant `_BIT_LSCAN_OP` instead of performing an attribute lookup on the `aerospike` module every time `bit_lscan()` is called.

**Why This Improves Performance:**
In Python, attribute access (`aerospike.OP_BIT_LSCAN`) involves a dictionary lookup on the module's namespace. By storing this constant once at module initialization, we avoid repeating this lookup cost on every function invocation. The line profiler results confirm this: the line assigning the `OP_KEY` dropped from 2.55ms to 2.42ms (a ~5% improvement on that specific line).

**Impact Analysis:**
- **Best for high-frequency scenarios**: The annotated tests show consistent 4-7% improvements across most test cases, with some reaching up to 15% faster (e.g., `test_bit_lscan_bin_name_preserved`)
- **Particularly effective in batch operations**: Tests creating 100-1000 operations show cumulative benefits (e.g., `test_bit_lscan_many_bins_same_params` improved from 195μs to 186μs)
- **Negligible downside**: The optimization introduces no behavioral changes and maintains identical output

Since `bit_lscan()` constructs operation dictionaries that are passed to Aerospike client methods, any code path that frequently builds bitwise operations will benefit from this micro-optimization. The improvement scales linearly with call frequency, making it especially valuable in performance-critical data processing pipelines.
---
 aerospike_helpers/operations/bitwise_operations.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/aerospike_helpers/operations/bitwise_operations.py b/aerospike_helpers/operations/bitwise_operations.py
index 6a3133e7a3..c36ac4f603 100644
--- a/aerospike_helpers/operations/bitwise_operations.py
+++ b/aerospike_helpers/operations/bitwise_operations.py
@@ -139,6 +139,8 @@
 """
 import aerospike
 
+_BIT_LSCAN_OP = aerospike.OP_BIT_LSCAN
+
 BIN_KEY = "bin"
 BYTE_SIZE_KEY = "byte_size"
 BYTE_OFFSET_KEY = "byte_offset"
@@ -428,7 +430,7 @@ def bit_lscan(bin_name: str, bit_offset, bit_size, value):
         format of the dictionary should be considered an internal detail, and subject to change.
     """
     return {
-        OP_KEY: aerospike.OP_BIT_LSCAN,
+        OP_KEY: _BIT_LSCAN_OP,
         BIN_KEY: bin_name,
         BIT_OFFSET_KEY: bit_offset,
         BIT_SIZE_KEY: bit_size,