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SharePoint 2010 Document library views Threshold error

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Hi I have a situation where I created multiple nested folder hierarchies in the document library to store files for employees(so total number of files are less than 2000 files per folder. Its working perfectly fine in that manner. There are total of 7500 documents spread across different folder.

Now there is a requirement to filter the group of records based on the metadata. When I try to filter the metadata(out of the box view), it redirects error page to increase the threshold. I increased it for testing but it kills the performance all around. How can I make the filter records using views without fetching all records and without increasing the threshold limit

Appreciate any sample codes or assistance in this regard.

Shri


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