Importing CSV files to database - Rejecting certain rows

If I want to import a csv file, which would include an email column, is there a way to only accept rows that have a valid email format and reject rows that have invalid formats?


You can filter the rows while you digest them. I normally parse the CSV and generate and save objects. You could filter with standard validations.

If my controller has an import action and expects a csv_file parameter the controller action looks like:

def import
  require "csv"
  if params[:csv_file].present?
    CSV.parse([:csv_file].tempfile){|f|}, headers: true, header_converters: :symbol) do |row|
      obj = # validation filter rows

and in your model

validates_format_of :email, :with => /\A([^@\s]+)@((?:[-a-z0-9]+\.)+[a-z]{2,})\z/i

You can use a regex expression to match the column content before processing the row, e.g.:

CSV.foreach(path_to_file, :headers => true) do |row|
  if /\A[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]+\z/.match(row['email'])
     #process the row (e.g. insert into database)

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