Hello Community,
I am seeking assistance with an issue related to serving a custom Hugging Face model (M2M100). I successfully registered the model in Unity Catalog using the MLflow Python libraries without any problems. However, when attempting to serve the model, the serving container consistently fails to initialize, returning the same error each time:
ERROR section from log:
5 146.8 building 'snappy._snappy' extension
#15 146.8 creating build/temp.linux-x86_64-cpython-311/src/snappy
#15 146.8 gcc -pthread -B /opt/conda/envs/mlflow-env/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/envs/mlflow-env/include -fPIC -O2 -isystem /opt/conda/envs/mlflow-env/include -fPIC -I/opt/conda/envs/mlflow-env/include/python3.11 -c src/snappy/crc32c.c -o build/temp.linux-x86_64-cpython-311/src/snappy/crc32c.o
#15 146.8 g++ -pthread -B /opt/conda/envs/mlflow-env/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/envs/mlflow-env/include -fPIC -O2 -isystem /opt/conda/envs/mlflow-env/include -fPIC -I/opt/conda/envs/mlflow-env/include/python3.11 -c src/snappy/snappymodule.cc -o build/temp.linux-x86_64-cpython-311/src/snappy/snappymodule.o
#15 146.8 src/snappy/snappymodule.cc:33:10: fatal error: snappy-c.h: No such file or directory
#15 146.8 33 | #include <snappy-c.h>
#15 146.8 | ^~~~~~~~~~~~
#15 146.8 compilation terminated.
#15 146.8 error: command '/usr/bin/g++' failed with exit code 1
#15 146.8 [end of output]
#15 146.8
#15 146.8 note: This error originates from a subprocess, and is likely not a problem with pip.
#15 146.8 ERROR: Failed building wheel for python-snappy
#15 146.8 ERROR: Could not build wheels for python-snappy, which is required to install pyproject.toml-based projects
#15 146.8
#15 146.8
#15 146.8 CondaEnvException: Pip failed
I have attached the full log in case that someone wants to look at it.
I would greatly appreciate any assistance with this issue. Should additional information be needed to help identify the solution, I am more than happy to provide it.
