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perf: accelerated datatype conversion #482

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implements #378

Apart from atoi_simd for integer conversion, also used fast-float2 for float conversion.

Both crates are heavily used by the Polars project.

for fast &[u8] to integer and float conversion respectively
both crates are heavily used by the Polars project instead of std::parse
which is not only faster than std::parse, we also don't need to use std::str::from_utf8 first before converting
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