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feat: add count_interval function with Rust and Arrow backend - #21
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- implement interval counting over time periods using extendr and arrow with support for grouping, date filling, and configurable boundaries
- implement interval counting over time periods using extendr and arrow with support for grouping, date filling, and configurable boundaries
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