cast-value-rs

Python bindings for cast-value.rs, a Rust implementation of the cast_value Zarr codec.

The cast_value codec converts array elements between numeric data types as part of the Zarr v3 codec pipeline. This package exposes that conversion to Python as a pair of numpy-aware functions.

The hot path applies per-element work -- scalar map lookups, rounding, and range checking -- to every value in the array. In pure Python/numpy this requires multiple passes over the data; the Rust implementation fuses all steps into a single pass over contiguous memory, avoiding intermediate allocations.

Installation

pip install cast-value-rs

Usage

import numpy as np
from cast_value_rs import cast_array

# Convert float64 to uint8 with clamping.
data = np.array([1.7, 2.3, 300.0, -5.0], dtype=np.float64)
result = cast_array(
    data,
    target_dtype="uint8",
    rounding_mode="nearest-even",
    out_of_range_mode="clamp",
)
print(result)  # [2, 2, 255, 0]

target_dtype accepts a string name, a numpy dtype object, or a numpy scalar type:

cast_array(data, target_dtype="uint8", ...)
cast_array(data, target_dtype=np.dtype("uint8"), ...)
cast_array(data, target_dtype=np.uint8, ...)

A scalar map handles special values such as NaN before conversion:

from math import nan, inf

result = cast_array(
    np.array([1.0, nan, inf], dtype=np.float64),
    target_dtype="uint8",
    rounding_mode="nearest-even",
    out_of_range_mode="clamp",
    scalar_map_entries={nan: 0, inf: 255},
)
print(result)  # [1, 0, 255]

Use cast_array_into to write into a pre-allocated array instead of allocating a new one:

from cast_value_rs import cast_array_into

src = np.array([1.0, 2.0, 3.0], dtype=np.float64)
dst = np.zeros(3, dtype=np.uint8)
cast_array_into(
    src, dst,
    rounding_mode="nearest-even",
    out_of_range_mode="clamp",
)
print(dst)  # [1, 2, 3]

Supported types and modes

Category	Values
Signed integers	`int8`, `int16`, `int32`, `int64`
Unsigned integers	`uint8`, `uint16`, `uint32`, `uint64`
Floats	`float16`, `float32`, `float64`
Rounding modes	`nearest-even`, `towards-zero`, `towards-positive`, `towards-negative`, `nearest-away`
Out-of-range modes	`clamp`, `wrap`, or `None` to raise an error

Documentation

Full documentation, including the Rust API, is at https://zarr-developers.github.io/cast-value.rs/.

License

Licensed under either of Apache License, Version 2.0 or MIT license at your option.

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cast-value-rs 0.4.2

cast-value-rs

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Algorithm	Hash digest
SHA256	`be5d335c69f7c023f89a5235ad6d6da2633f3f39f84ee405b05dcba1470708d5`
MD5	`4048ca0aede78a52c576759d69b1c6bc`
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Algorithm	Hash digest
SHA256	`2f0ce9f41f124fd193189159d89f215558269c6aa226fa81c1183d72a580edcd`
MD5	`4023d5c4995060d32c69b3ac8047a165`
BLAKE2b-256	`0042617aaae128fb4440e645da901c1d2fd588e5390a50e2c400f0a24fe74fd2`

Algorithm	Hash digest
SHA256	`8851de77a9f9434724b19d5f73700815046272bb70dca9ee6bf3389c0db9d5cf`
MD5	`001871df0976e6e85437203bd03d9fd2`
BLAKE2b-256	`b034d457103452eec9cbceca301b5a3921267d00e0a44285df23ef1aa722bf9a`

Algorithm	Hash digest
SHA256	`f0da36203f23bb80708119d3b60a8086c7c6462516ffa65d1aad246f1dc5e0bf`
MD5	`1109a362aa481091726e0e73428a5cba`
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Algorithm	Hash digest
SHA256	`9300b731d6e738bc7a5bc92865c67fe18f626a981158c06b29f254f5f8ef96c3`
MD5	`53bebe6b37df5391e412fa94967aa758`
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Algorithm	Hash digest
SHA256	`ad99ca3295d76e94b634ed215928bdd0a5a54b3e40708ddfc4360f3cce810e63`
MD5	`fb5b733d84da4c5e4ec760df71a47e91`
BLAKE2b-256	`a4399b8d9abcb5575288cb2b7b315854294dd48a55397a4719d045c1da9fcd36`

Algorithm	Hash digest
SHA256	`45d630592afb18880d4df0d7afb28b8cfc0ba6aa742d8db115f616df284b453a`
MD5	`70c98ec952a7aee4572e38620e64e215`
BLAKE2b-256	`3a6c913de75054092de796509dc04b92fc6ac1bf83dc86901f1f482667dead16`

Algorithm	Hash digest
SHA256	`73978c6dd2ce45a05a59ec7090df8b3f2a579ee86db9b1c7df21ede17f32189e`
MD5	`92c46140232fcfcb410ecff5b224256d`
BLAKE2b-256	`94a3b04e0f42dafeae30604abca079cce303ebb69ba24f3c4debbf211ecc781c`

Algorithm	Hash digest
SHA256	`5552e3c80d43de7a8a821793cb57da0dd3720a377051a5bf86bcabe094e87777`
MD5	`3a43d9ec7eb382644b1f5c1ecb71f110`
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Algorithm	Hash digest
SHA256	`da5df79a926bdcc1f5494612f621027970a9702eb49d556068025166d4c0ace2`
MD5	`a044af09cecb38e0eed686a4977428d4`
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