[GitHub] [submarine] wangdatan commented on issue #132: SUBMARINE-296. [SDK] Submarine pipeline example

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wangdatan commented on issue #132: SUBMARINE-296. [SDK] Submarine pipeline example
URL: https://github.com/apache/submarine/pull/132#issuecomment-587096514
 
 
   @pingsutw, thanks for working on this! 
   
   I took a look at the patch. Some comments/suggestions: 
   
   First of all, I think this is a decent example to get data scientists started and allow us to add more models in the future. I like the simplicity brought by this example. 
   
   **1) Regarding source code organization:**
   
   It is not very clear to me about what is entry point during review. I suggest following changes to the source code structure: 
   
   - Put all deepFM.json/run_deepFM.py and data into submarine-sdk/pysubmarine/examples/deepfm
   - Move all deep_fm-related code into pysubmarine/submarine/ml to pysubmarine/submarine/model/deep_fm
   - There're already some common folders inside pysubmarine/submarine, like `utils`, etc. I think we should use them instead of creating new ones.
   - abstractModel can be moved to pysubmarine/submarine/model
   
   **2) Regarding code style**
   
   There're mixed style of namings in classes, functions and variables (like abstractModel.py, test_utils.py), we should make them consistent. 
   
   **3) for model/deepFM.py**
   
   I'm wondering if it is from the original deep FM project, if yes I think we should add a comment to the file and point to the original Github link. 
   
   4) Add a README.md file into submarine-sdk/pysubmarine/example 
   
   It is fine to make it super simple now, but it will be helpful to improve our examples library in the future. 
   
   Thoughts?

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