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pub type Ix = usize; | |
pub fn estimate_chunkshape(shape: &[Ix], itemsize: usize, base_kb: usize) -> Vec<Ix> { | |
if shape.is_empty() { | |
return vec![1]; | |
} | |
let size: Ix = shape.iter().product(); | |
let size_mb = ((size * itemsize) as f64) / ((1 << 20) as f64); | |
let basesize = base_kb << 10; | |
let pow2 = size_mb.max(1.).min((1 << 23) as _).log10().trunc(); | |
let factor = 2usize.pow(pow2 as _); | |
let chunksize = basesize * factor; | |
let mut chunkshape = shape.to_vec(); | |
let rowsize: Ix = shape.iter().skip(1).product(); | |
chunkshape[0] = (chunksize / rowsize).max(1).min(shape[0]); | |
let chunkbytes = itemsize * chunkshape[0] * rowsize; | |
let max_chunk_size = 1 << 31; // BLOSC_MAX_BUFFERSIZE | |
if chunkbytes > max_chunk_size { | |
chunkshape[0] = (((chunkshape[0] as f64) * (max_chunk_size as f64) / (chunkbytes as f64)) | |
.trunc() as Ix) | |
.max(1) | |
.min(shape[0]); | |
} | |
chunkshape | |
} | |
/* | |
TESTS: | |
(1024 * 1024, 1, 128, (128 * 1024,)), | |
((1024 * 1024,), 1, 128, (128 * 1024,)), | |
(1024 * 1024 - 1, 1, 128, (128 * 1024,)), | |
(1024 * 1024 + 1, 1, 128, (128 * 1024,)), | |
(1024 * 1024 * 10, 1, 128, (256 * 1024,)), | |
(1024 * 1024 * 10 - 1, 1, 128, (128 * 1024,)), | |
(1024 * 1024 * 100, 1, 128, (512 * 1024,)), | |
(1024 * 1024 * 100 - 1, 1, 128, (256 * 1024,)), | |
(1024 * 1024 * 100, 4, 128, (128 * 1024,)), | |
((1024 * 1024 * 100, 2), 4, 128, (64 * 1024, 2)), | |
(1024 * 1024, 1, 32, (32 * 1024,)), | |
((1024 * 1024 * 100, 2), 4, 32, (16 * 1024, 2)), | |
((1024 * 1024, 0, 2), 4, 32, None) | |
*/ | |
fn main() { | |
println!("{:?}", estimate_chunkshape(&[1024 * 1024 * 100, 2], 4, 32)); | |
} |
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