Python issue about developing environment on Mac

Hi, everyone.
I can compile the v1.11.3firmware with my python environment on macOS(v11.6 Big Sur). However it can’t work for v1.12.3. How could I fix the issue? Thank you!
It seems like it is a python issue. Every error message is related to "/bin/sh: /usr/local/bin/python3: No such file or directory" at the end.The output of the error message says :
FAILED: uORB/topics/uORBTopics.hpp uORB/topics/actuator_armed.h
.................
/bin/sh: /usr/local/bin/python3: No such file or directory
FAILED: src/lib/mixer/MultirotorMixer/mixer_multirotor_normalized.generated.h /Users/kevin/PX4-Autopilot/b
..................
/bin/sh: /usr/local/bin/python3: No such file or directory
FAILED: src/lib/mixer/MultirotorMixer/mixer_multirotor.generated.h /Users/kevin/PX4-Autopilot/build/px4_fmu-v5_default/external/Build
.....................
/bin/sh: /usr/local/bin/python3: No such file or directory