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File Checking automation in GCP using Python

I am planning to have a file checker in GCP using python, we have lot of files where we want to check the files for duplicate rows , null column rows and insert them into Big Query for later analysis. what all component we can use in GCP so that in can handle huge batch files. Please let me know if you have any sample code for the same.

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