@ancient-wolf-19325 cant fund module in subfolder when running locally

To address the issue of Flyte not finding a module in a subfolder when running locally, you can use the

pyflyte register

command to ensure all necessary modules are included. This command packages your workflow and its dependencies, making them available during execution. 1. Ensure Proper Project Structure: Make sure your project structure includes

__init__.py

files in all subdirectories to mark them as Python packages. 2. Use

pyflyte register

: This command will package your workflow and its dependencies. For example:

pyflyte register workflows -i <image_name>

3. Set PYTHONPATH: If the module path is not included in the

syspath

, you can add it to the

PYTHONPATH

environment variable. For more details, refer to the Flyte discussion on module paths. Would you like more detailed steps or a code example? Sources: - Flyte discussion on module paths 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.

@ancient-wolf-19325 why does it work on remote executions but not local

The discrepancy between local and remote executions in Flyte often arises due to differences in how dependencies and modules are handled. In remote executions, Flyte packages and uploads the entire workflow, including all dependencies, to a remote storage (like S3), ensuring that all necessary files are available during execution. Locally, however, the environment might not include all required paths or dependencies. 1. Local Environment: When running locally, Flyte does not automatically package and upload dependencies. This can lead to

ModuleNotFoundError

if the local Python environment does not include the necessary paths or installed packages. 2. Remote Environment: Remote executions use Docker containers that include all specified dependencies and modules, ensuring a consistent environment. The

pyflyte register

command packages the workflow and its dependencies, making them available during remote execution. For more details, refer to the Flyte discussion on local vs. remote execution. Would you like more detailed steps on how to align your local environment with the remote one? Sources: - Flyte discussion on local vs. remote execution 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.

@gentle-scientist-22504 is the above helpful? are you still having that issue with local executions?