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How to remove characters in a field value?.

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I have below entries from my logs and I want to remove ' from the beginning and end of the field value. valid_from='May 25 13:46:01 2017 GMT ',valid_to='May 25 13:46:01 2019 GMT' Also how to get the difference in days for the **valid_to-valid_from**?.

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