Advice needed for importing custom field data and database structure

Looking for advice for the best method to accomplish the following.

I have a custom page template with several custom fields/taxonomy.

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The data needed for these custom fields actually resides in .txt files that are updated once a week. They are easily converted into .csv files. What would be the best and most secure method in getting this data into a custom page template, I figure I have 3 options.

Read the raw .txt or .csv files using custom php?
Import the .csv into a separate database and grab the data from it?
Import the data into the WordPress database?

Option 3 seems to be the best one, but I am completely unfamiliar with the wordpress database structure and the best way to go about this.

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