title: How to Snow pipe job programmatically?
body: <p>Instead on using Snowpipe, I want to do  build snowpipe programmatically.</p>
  <p>i) Snowpipe automatically checks for files and loads into staging area. I am using  Copy Command to copy json file s3 bucket and load into staging area .</p>
  <p>ii) Snowpipe also checks if a file is updated or new file has arrived in S3. How would I do this in python?</p>
  <p>iii) Snowpipe also avoids de-duplication. How to achieve the same</p>
  <p>Do I. need to check S3 bucket last edited time and then load it into staging Snowflake?</p>
  <p>Regards,</p>
  <p>Yu</p>