SPDL
SPDL (Scalable and Performant Data Loading) is a library and project to explore the design of performant data loading.
It provides flexible pipeline abstraction and a set of operations used for processing array data.
Documentation
Please checkout the documentation.
License
SPDL is BSD 2-Clause licensed, as found in the LICENSE file.
Citation
Please use the following BibTex for citing our project if you find it useful.
@misc{hira2025scalableperformantdataloading,
title={Scalable and Performant Data Loading},
author={Moto Hira and Christian Puhrsch and Valentin Andrei and Roman Malinovskyy and Gael Le Lan and Abhinandan Krishnan and Joseph Cummings and Miguel Martin and Gokul Gunasekaran and Yuta Inoue and Alex J Turner and Raghuraman Krishnamoorthi},
year={2025},
eprint={2504.20067},
archivePrefix={arXiv},
primaryClass={cs.DC},
url={https://arxiv.org/abs/2504.20067},
}
1 maintainer
Metadata
1 maintainer
Release files for spdl-io 0.7.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| spdl_io-0.7.0-cp314-cp314t-win_amd64.whl | CPython 3.14 | CPython 3.14 free-threading | Windows x86-64 | Details |
| spdl_io-0.7.0-cp314-cp314t-manylinux_2_27_x86_64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.27+ x86-64 | Details |
| spdl_io-0.7.0-cp314-cp314t-manylinux_2_26_aarch64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.26+ ARM64 | Details |
| spdl_io-0.7.0-cp314-cp314t-macosx_15_0_arm64.whl | CPython 3.14 | CPython 3.14 free-threading | macOS 15.0+ ARM64 | Details |
| spdl_io-0.7.0-cp314-cp314-win_amd64.whl | CPython 3.14 | CPython 3.14 | Windows x86-64 | Details |
| spdl_io-0.7.0-cp314-cp314-manylinux_2_27_x86_64.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.27+ x86-64 | Details |
| spdl_io-0.7.0-cp314-cp314-manylinux_2_26_aarch64.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.26+ ARM64 | Details |
| spdl_io-0.7.0-cp314-cp314-macosx_15_0_arm64.whl | CPython 3.14 | CPython 3.14 | macOS 15.0+ ARM64 | Details |
| spdl_io-0.7.0-cp313-cp313t-win_amd64.whl | CPython 3.13 | CPython 3.13 free-threading | Windows x86-64 | Details |
| spdl_io-0.7.0-cp313-cp313t-manylinux_2_27_x86_64.whl | CPython 3.13 | CPython 3.13 free-threading | Linux glibc 2.27+ x86-64 | Details |
| spdl_io-0.7.0-cp313-cp313t-manylinux_2_26_aarch64.whl | CPython 3.13 | CPython 3.13 free-threading | Linux glibc 2.26+ ARM64 | Details |
| spdl_io-0.7.0-cp313-cp313t-macosx_15_0_arm64.whl | CPython 3.13 | CPython 3.13 free-threading | macOS 15.0+ ARM64 | Details |
| spdl_io-0.7.0-cp313-cp313-win_amd64.whl | CPython 3.13 | CPython 3.13 | Windows x86-64 | Details |
| spdl_io-0.7.0-cp313-cp313-manylinux_2_27_x86_64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.27+ x86-64 | Details |
| spdl_io-0.7.0-cp313-cp313-manylinux_2_26_aarch64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.26+ ARM64 | Details |
| spdl_io-0.7.0-cp313-cp313-macosx_15_0_universal2.whl | CPython 3.13 | CPython 3.13 | macOS 15.0+ universal2 (ARM64, x86-64) | Details |
| spdl_io-0.7.0-cp312-cp312-win_amd64.whl | CPython 3.12 | CPython 3.12 | Windows x86-64 | Details |
| spdl_io-0.7.0-cp312-cp312-manylinux_2_27_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.27+ x86-64 | Details |
| spdl_io-0.7.0-cp312-cp312-manylinux_2_26_aarch64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.26+ ARM64 | Details |
| spdl_io-0.7.0-cp312-cp312-macosx_15_0_universal2.whl | CPython 3.12 | CPython 3.12 | macOS 15.0+ universal2 (ARM64, x86-64) | Details |
| spdl_io-0.7.0-cp311-cp311-win_amd64.whl | CPython 3.11 | CPython 3.11 | Windows x86-64 | Details |
| spdl_io-0.7.0-cp311-cp311-manylinux_2_27_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.27+ x86-64 | Details |
| spdl_io-0.7.0-cp311-cp311-manylinux_2_26_aarch64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.26+ ARM64 | Details |
| spdl_io-0.7.0-cp311-cp311-macosx_15_0_universal2.whl | CPython 3.11 | CPython 3.11 | macOS 15.0+ universal2 (ARM64, x86-64) | Details |
| spdl_io-0.7.0-cp310-cp310-win_amd64.whl | CPython 3.10 | CPython 3.10 | Windows x86-64 | Details |
| spdl_io-0.7.0-cp310-cp310-manylinux_2_27_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.27+ x86-64 | Details |
| spdl_io-0.7.0-cp310-cp310-manylinux_2_26_aarch64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.26+ ARM64 | Details |
| spdl_io-0.7.0-cp310-cp310-macosx_15_0_arm64.whl | CPython 3.10 | CPython 3.10 | macOS 15.0+ ARM64 | Details |
Total release size: 253.9 MB
Release files / spdl_io-0.7.0-cp314-cp314t-win_amd64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314t-win_amd64.whl |
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| Size | 5.1 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Windows x86-64 |
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Release files / spdl_io-0.7.0-cp314-cp314t-manylinux_2_27_x86_64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314t-manylinux_2_27_x86_64.whl |
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| Size | 13.0 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64 |
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Release files / spdl_io-0.7.0-cp314-cp314t-manylinux_2_26_aarch64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314t-manylinux_2_26_aarch64.whl |
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| Size | 10.2 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.26+ ARM64 |
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Release files / spdl_io-0.7.0-cp314-cp314t-macosx_15_0_arm64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314t-macosx_15_0_arm64.whl |
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| Size | 8.3 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 15.0+ ARM64 |
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Release files / spdl_io-0.7.0-cp314-cp314-win_amd64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 5.0 MB |
| Tags | CPython 3.14 Windows x86-64 |
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Release files / spdl_io-0.7.0-cp314-cp314-manylinux_2_27_x86_64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314-manylinux_2_27_x86_64.whl |
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| Size | 12.9 MB |
| Tags | CPython 3.14 Linux glibc 2.27+ x86-64 |
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twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp314-cp314-manylinux_2_26_aarch64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314-manylinux_2_26_aarch64.whl |
|---|---|
| Size | 10.1 MB |
| Tags | CPython 3.14 Linux glibc 2.26+ ARM64 |
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twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp314-cp314-macosx_15_0_arm64.whl
| Download URL | spdl_io-0.7.0-cp314-cp314-macosx_15_0_arm64.whl |
|---|---|
| Size | 8.2 MB |
| Tags | CPython 3.14 macOS 15.0+ ARM64 |
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twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp313-cp313t-win_amd64.whl
| Download URL | spdl_io-0.7.0-cp313-cp313t-win_amd64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.13 CPython 3.13 free-threading Windows x86-64 |
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Release files / spdl_io-0.7.0-cp313-cp313t-manylinux_2_27_x86_64.whl
| Download URL | spdl_io-0.7.0-cp313-cp313t-manylinux_2_27_x86_64.whl |
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| Size | 13.0 MB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux glibc 2.27+ x86-64 |
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Release files / spdl_io-0.7.0-cp313-cp313t-manylinux_2_26_aarch64.whl
| Download URL | spdl_io-0.7.0-cp313-cp313t-manylinux_2_26_aarch64.whl |
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| Size | 10.2 MB |
| Tags | CPython 3.13 CPython 3.13 free-threading Linux glibc 2.26+ ARM64 |
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Release files / spdl_io-0.7.0-cp313-cp313t-macosx_15_0_arm64.whl
| Download URL | spdl_io-0.7.0-cp313-cp313t-macosx_15_0_arm64.whl |
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| Size | 8.3 MB |
| Tags | CPython 3.13 CPython 3.13 free-threading macOS 15.0+ ARM64 |
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Release files / spdl_io-0.7.0-cp313-cp313-win_amd64.whl
| Download URL | spdl_io-0.7.0-cp313-cp313-win_amd64.whl |
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| Size | 4.9 MB |
| Tags | CPython 3.13 Windows x86-64 |
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Release files / spdl_io-0.7.0-cp313-cp313-manylinux_2_27_x86_64.whl
| Download URL | spdl_io-0.7.0-cp313-cp313-manylinux_2_27_x86_64.whl |
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| Size | 12.9 MB |
| Tags | CPython 3.13 Linux glibc 2.27+ x86-64 |
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Release files / spdl_io-0.7.0-cp313-cp313-manylinux_2_26_aarch64.whl
| Download URL | spdl_io-0.7.0-cp313-cp313-manylinux_2_26_aarch64.whl |
|---|---|
| Size | 10.1 MB |
| Tags | CPython 3.13 Linux glibc 2.26+ ARM64 |
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Release files / spdl_io-0.7.0-cp313-cp313-macosx_15_0_universal2.whl
| Download URL | spdl_io-0.7.0-cp313-cp313-macosx_15_0_universal2.whl |
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| Size | 8.2 MB |
| Tags | CPython 3.13 macOS 15.0+ universal2 (ARM64, x86-64) |
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twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp312-cp312-win_amd64.whl
| Download URL | spdl_io-0.7.0-cp312-cp312-win_amd64.whl |
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| Size | 4.9 MB |
| Tags | CPython 3.12 Windows x86-64 |
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Release files / spdl_io-0.7.0-cp312-cp312-manylinux_2_27_x86_64.whl
| Download URL | spdl_io-0.7.0-cp312-cp312-manylinux_2_27_x86_64.whl |
|---|---|
| Size | 12.9 MB |
| Tags | CPython 3.12 Linux glibc 2.27+ x86-64 |
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twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp312-cp312-manylinux_2_26_aarch64.whl
| Download URL | spdl_io-0.7.0-cp312-cp312-manylinux_2_26_aarch64.whl |
|---|---|
| Size | 10.1 MB |
| Tags | CPython 3.12 Linux glibc 2.26+ ARM64 |
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twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp312-cp312-macosx_15_0_universal2.whl
| Download URL | spdl_io-0.7.0-cp312-cp312-macosx_15_0_universal2.whl |
|---|---|
| Size | 8.2 MB |
| Tags | CPython 3.12 macOS 15.0+ universal2 (ARM64, x86-64) |
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No |
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twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp311-cp311-win_amd64.whl
| Download URL | spdl_io-0.7.0-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.11 Windows x86-64 |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
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Release files / spdl_io-0.7.0-cp311-cp311-manylinux_2_27_x86_64.whl
| Download URL | spdl_io-0.7.0-cp311-cp311-manylinux_2_27_x86_64.whl |
|---|---|
| Size | 13.0 MB |
| Tags | CPython 3.11 Linux glibc 2.27+ x86-64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
|
Release files / spdl_io-0.7.0-cp311-cp311-manylinux_2_26_aarch64.whl
| Download URL | spdl_io-0.7.0-cp311-cp311-manylinux_2_26_aarch64.whl |
|---|---|
| Size | 10.2 MB |
| Tags | CPython 3.11 Linux glibc 2.26+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
|
Release files / spdl_io-0.7.0-cp311-cp311-macosx_15_0_universal2.whl
| Download URL | spdl_io-0.7.0-cp311-cp311-macosx_15_0_universal2.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.11 macOS 15.0+ universal2 (ARM64, x86-64) |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
|
Release files / spdl_io-0.7.0-cp310-cp310-win_amd64.whl
| Download URL | spdl_io-0.7.0-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
|
Release files / spdl_io-0.7.0-cp310-cp310-manylinux_2_27_x86_64.whl
| Download URL | spdl_io-0.7.0-cp310-cp310-manylinux_2_27_x86_64.whl |
|---|---|
| Size | 13.0 MB |
| Tags | CPython 3.10 Linux glibc 2.27+ x86-64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
|
Release files / spdl_io-0.7.0-cp310-cp310-manylinux_2_26_aarch64.whl
| Download URL | spdl_io-0.7.0-cp310-cp310-manylinux_2_26_aarch64.whl |
|---|---|
| Size | 10.2 MB |
| Tags | CPython 3.10 Linux glibc 2.26+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
|
Release files / spdl_io-0.7.0-cp310-cp310-macosx_15_0_arm64.whl
| Download URL | spdl_io-0.7.0-cp310-cp310-macosx_15_0_arm64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.10 macOS 15.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.11
|
