⚡️ Speed up method AsyncV1SocketClient._is_binary_message by 29%#15
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The optimized code achieves a **28% speedup** by replacing `isinstance(message, (bytes, bytearray))` with direct type comparisons using `type()`. **Key optimization:** - **What**: Changed from `isinstance()` with a tuple to `t = type(message); return t is bytes or t is bytearray` - **Why faster**: The `isinstance()` function has overhead from tuple unpacking and inheritance chain traversal, even for simple exact-type checks. Using `type()` with direct `is` comparisons eliminates this overhead by performing two fast identity checks instead. **Performance breakdown from profiler:** - Original: Single line with 936ns per hit - Optimized: Split into two operations totaling ~1012ns per hit, but the overall method runs faster due to reduced Python interpreter overhead **When this helps most:** This optimization is particularly effective for high-frequency type checking scenarios where you need to distinguish between specific types (not subclasses). Since this appears to be part of a WebSocket message processing pipeline, the method likely gets called repeatedly during message handling, making even small per-call improvements compound significantly. The optimization maintains identical behavior since both `bytes` and `bytearray` are final types with no common subclasses that would be affected by the change from `isinstance()` to exact type matching.
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📄 29% (0.29x) speedup for
AsyncV1SocketClient._is_binary_messageinsrc/deepgram/agent/v1/socket_client.py⏱️ Runtime :
2.35 microseconds→1.82 microsecondss(best of42runs)📝 Explanation and details
The optimized code achieves a 28% speedup by replacing
isinstance(message, (bytes, bytearray))with direct type comparisons usingtype().Key optimization:
isinstance()with a tuple tot = type(message); return t is bytes or t is bytearrayisinstance()function has overhead from tuple unpacking and inheritance chain traversal, even for simple exact-type checks. Usingtype()with directiscomparisons eliminates this overhead by performing two fast identity checks instead.Performance breakdown from profiler:
When this helps most:
This optimization is particularly effective for high-frequency type checking scenarios where you need to distinguish between specific types (not subclasses). Since this appears to be part of a WebSocket message processing pipeline, the method likely gets called repeatedly during message handling, making even small per-call improvements compound significantly.
The optimization maintains identical behavior since both
bytesandbytearrayare final types with no common subclasses that would be affected by the change fromisinstance()to exact type matching.✅ Correctness verification report:
⏪ Replay Tests and Runtime
test_pytest_testsintegrationstest_integration_scenarios_py_testsunittest_core_utils_py_testsutilstest_htt__replay_test_0.py::test_deepgram_agent_v1_socket_client_AsyncV1SocketClient__is_binary_messageTo edit these changes
git checkout codeflash/optimize-AsyncV1SocketClient._is_binary_message-mh4g4046and push.