NAS-C01 Exam Dumps | You are developing a Snowflake Native Application that uses Streamlit for its user interface. The application

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Question 145/161

You are developing a Snowflake Native Application that uses Streamlit for its user interface. The application needs to access a custom Python module named 'my_module' which resides within your application package. You have correctly packaged the module. However, when running the Streamlit application, you encounter an 'ImportError: No module named What is the most likely reason for this error and how can you resolve it?

A. The 'my_module' is not included in the file for your application package. Add it to the 'packages' list in 'setup.py'.

B. The Streamlit application is not aware of the application package's Python environment. You need to set the environment variable within the Streamlit application to point to the directory containing 'my_module'.

C. The 'my_module' is not located in the correct directory structure within the application package. Ensure it's placed in the 'src' directory (or the directory specified in 'package-name' in 'setup.py') and the directory structure mirrors the package structure required for import.

D. Streamlit does not support custom Python modules within Snowflake Native Applications. You must use only built-in Python modules or those available through Anaconda.

E. The correct handler is not specified in the 'manifest.ymr file.

Correct Answer: C

The most likely reason for the 'ImportError' is that the Python module is not located in the correct directory structure within the application package. When you build your application package, Snowflake expects your Python code to reside in a specific directory structure, typically the 'src' directory (or as configured in 'setup.py'). If the module is not in this structure or the correct package structure is not present, the Streamlit application will not be able to find it during import. Option A is incorrect, setup.py is for installation not direct packaging. Option B setting PYTHONPATH is not supported. Option D is incorrect, Custom Modules are supported by Streamlit. Option E is incorrect, as it has nothing to do with the module location and packaging.

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