How to analysis project codes in Github if I want to implement a Code Search Engine?

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Hi buddies, now I'm curious about mining API Usage Patterns. I've met a series of questions. Hope to get help from you.

Based on the papers I've read, a program should analysis many project codes to extract program information and build index like search engine.

The question is: How to write a program to analysis project codes online in Github? Should I write a script to download all the project of interest and then analysis? Or use certain APIs to download them?

Thanks a lot.

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