A Calderdale police operation discovered almost 2,000 cannabis plants being grown in a Hebden Bridge Mill.
Police officers executed a drugs warrant at an address on Stubbing Holme Road yesterday morning.
They discovered 1,905 cannabis plants in the building.
A West Yorkshire Police spokesperson said a 40-year-old man was arrested on suspicion of the production of cannabis.
Enquiries remain ongoing.
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