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ArcGIS REST Map Services Data Query using geometry in Python

I am attempting to access ArcGIS Map Services and query a dataset to only return records that intersect the boundary of a custom geometry I created. I have queried and downloaded data before using this script, but never using geometry. Do i simply add my geometry_json to the Where clause?