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google cloud dataflow - Watching for new files matching a filepattern in Apache Beam

I have a directory on GCS or another supported filesystem to which new files are being written by an external process.

I would like to write an Apache Beam streaming pipeline that continuously watches this directory for new files and reads and processes each new file as it arrives. Is this possible?

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