James Webb Space Telescope Calibration Pipeline
This package (jwst) processes uncalibrated data from both imagers and spectrographs onboard the James Webb Space Telescope (JWST), an orbiting infrared observatory stationed at Earth-Sun L2.
The pipeline performs a series of calibration steps that result in standard data products usable for science.
Detailed explanations of specific calibration stages, reference files, and pipeline builds can be found on the ReadTheDocs pages and JDox.
Quick Start
1. Install the Pipeline
We recommend using an isolated Python environment to install jwst.
Python "environments" are isolated Python installations, confined to a single directory, where you can install packages, dependencies, and tools without cluttering your system Python libraries.
You can manage environments with mamba / conda, virtualenv, uv, etc.
These instructions assume you are creating Conda environments with the mamba command
(see Miniforge for installation instructions);
to use conda instead, simply replace mamba with conda in the following commands.
First, create an empty environment with Python installed:
mamba create -n jwst_env python=3.13
Then, activate that environment (necessary to be able to access this isolated Python installation):
mamba activate jwst_env
Finally, install jwst into the environment:
pip install jwst
Without a specified version, pip defaults to the latest released version that supports your environment.
To install a specific version of jwst, explicitly set that version in your pip install command:
pip install jwst==1.20.2
To install a different version of jwst, simply create a new environment for that version:
mamba create -n jwst1.20_env python=3.13
mamba activate jwst1.20_env
pip install jwst==1.20
mamba create -n jwst1.19_env python=3.12
mamba activate jwst1.19_env
pip install jwst==1.19
Option: Build Pipeline Directly from Source Code
To install the latest unreleased (and unstable) development version directly from the source code on GitHub:
pip install git+https://github.com/spacetelescope/jwst
Option: Install Exact Operational Environment
There may be occasions where you need to replicate the exact environment used for canonical calibration operations by STScI (e.g. for validation testing or debugging issues). We package releases for operations as environment snapshots that specify exact versions for both the pipeline and all dependencies.
See the DMS Operational Build Versions table for the version of the pipeline corresponding to each operational build.
For example, use jwst==1.17.1 for DMS build 11.2.
Also note that Linux and macOS systems require different snapshot files:
mamba env create --file https://ssb.stsci.edu/stasis/releases/jwst/JWSTDP-1.18.1/delivery/latest-py312-macos-arm64.yml
mamba activate JWSTDP-1.18.1-1-py312-macos-arm64
2. Set up the Calibration Reference Data System (CRDS)
Before running the pipeline, you must first set up your local machine to retrieve files from the Calibration Reference Data System (CRDS) CRDS provides calibration reference files for several telescopes, including JWST.
Set CRDS_SERVER_URL and CRDS_PATH to run the pipeline with access to reference files from CRDS:
export CRDS_SERVER_URL=https://jwst-crds.stsci.edu
export CRDS_PATH=$HOME/data/crds_cache/
The pipeline will automatically download individual reference files and cache them in the CRDS_PATH directory.
Expect to use 50 gigabytes (or more) of disk space for reference files, depending on the instrument modes in use.
To use a specific CRDS context other than that automatically associated with a given pipeline version, explicitly set the CRDS_CONTEXT environment variable:
export CRDS_CONTEXT=jwst_1179.pmap
For more information, see the docs page on JWST CRDS reference files.
3. Run the Pipeline
Once installed, the pipeline allows users to run and configure calibration themselves for custom processing of JWST data,
either from the command line with strun
or from Python with pipeline and step functions and classes in the jwst package
(see this curated set of Jupyter notebooks for example usage).
Additionally, the jwst package provides JWST datamodel classes,
the recommended method for reading and writing JWST data files in Python.
Code Contributions
jwst is an open source package written in Python.
The source code is available on GitHub.
New contributions and contributors are very welcome!
Please read CONTRIBUTING.md,
the public API definition,
and the public API deprecation policy
We strive to provide a welcoming community by abiding with our CODE_OF_CONDUCT.md.
See TESTING.md for instructions on automated testing.
DMS Operational Build Versions
The table below provides information on each release of the jwst package and its relationship to software builds used in STScI JWST DMS operations.
Each jwst tag was released on PyPI on the date given in Released, and then subsequently installed into operations on the date given in Ops Install.
| jwst tag | DMS build | SDP_VER | CRDS_CONTEXT | Released | Ops Install | Notes |
|---|---|---|---|---|---|---|
| 3.0.0 | B13.0 | 2026.1.0 | 1581 | 2026-07-09 | First release candidate for B13.0 | |
| 2.0.1 | B12.3.1 | 2026.1.0 | 1533 | 2026-05-06 | First release candidate for B12.3.1 | |
| 2.0.0 | B12.3 | 2026.1.0 | 1533 | 2026-04-13 | First release candidate for B12.3 | |
| 1.20.2 | B12.1.1 | 2025.4.1 | 1464 | 2025-10-31 | Patch release for B12.1.1 | |
| 1.20.1 | B12.1 | 2025.4.0 | 1464 | 2025-10-20 | Patch release for B12.1 | |
| 1.20.0 | B12.1 | 2025.4.0 | 1462 | 2025-10-15 | First release candidate for B12.1 | |
| 1.19.2 | B12.0.2 | 2025.3.0 | 1408 | 2025-09-11 | 2025-10-06 | Patch release for B12.0.2 |
| 1.19.1 | B12.0.1 | 2025.3.0 | 1408 | 2025-07-21 | 2025-08-26 | Patch release for B12.0.1 |
| 1.19.0 | B12.0 | 2025.3.0 | 1408 | 2025-06-26 | First release candidate for B12.0 | |
| 1.18.1 | B11.3.1 | 2025.2.1 | 1364 | 2025-06-10 | Patch release for B11.3.1 | |
| 1.18.0 | B11.3 | 2025.2.0 | 1364 | 2025-04-01 | 2025-05-20 | First release for B11.3 |
| 1.17.1 | B11.2 | 2025.1.0 | 1321 | 2025-01-02 | 2025-03-05 | Final release candidate for B11.2 |
| 1.17.0 | B11.2 | 2025.1.0 | 1321 | 2024-12-20 | First release candidate for B11.2 | |
| 1.16.1 | B11.1.1 | 2024.3.1 | 1303 | 2024-11-13 | 2024-12-06 | Final release candidate for B11.1 |
| 1.16.0 | B11.1 | 2024.3.0 | 1298 | 2024-09-20 | First release candidate for B11.1 | |
| 1.15.1 | B11.0 | 2024.2.2 | 1293 | 2024-07-08 | 2024-09-12 | Final release candidate for B11.0 |
| 1.15.0 | B11.0rc1 | 1274 | 2024-06-26 | First release candidate for B11.0 | ||
| 1.14.1 | 1240 | 2024-06-27 | PyPI-only release for external users | |||
| 1.14.0 | B10.2.1 | 2024.1.1 | 1240 | 2024-03-29 | 2024-06-12 | Final release candidate for B10.2.1 |
| 1.13.4 | 1210 | 2024-01-25 | PyPI-only release for external users | |||
| 1.13.3 | B10.1 | 2023.4.0 | 1181 | 2024-01-05 | Final release candidate for B10.1 | |
| 1.13.2 | B10.1rc3 | 2023.4.0 | 1181 | 2023-12-21 | Third release candidate for B10.1 | |
| 1.13.1 | B10.1rc2 | 2023.4.0 | 1181 | 2023-12-19 | Second release candidate for B10.1 | |
| 1.13.0 | B10.1rc1 | 2023.4.0 | 1179 | 2023-12-15 | First release candidate for B10.1 | |
| 1.12.5 | B10.0.1 | 2023.3.1 | 1166 | 2023-10-19 | 2023-12-05 | Patch release B10.0.1 |
| 1.12.4 | 2023-10-12 | Pinning dependencies for external users | ||||
| 1.12.3 | B10.0 | 2023.3.0 | 1135 | 2023-10-03 | 2023-12-05 | Final release candidate for B10.0 |
| 1.12.2 | B10.0rc3 | 1135 | 2023-10-02 | Third release candidate for B10.0 | ||
| 1.12.1 | B10.0rc2 | 1132 | 2023-09-26 | Second release candidate for B10.0 | ||
| 1.12.0 | B10.0rc1 | 1130 | 2023-09-18 | First release candidate for B10.0 | ||
| 1.11.4 | B9.3.1 | 2023.2.1 | 1107 | 2023-08-14 | 2023-08-24 | Final release for B9.3.1 patch |
| 1.11.3 | B9.3 | 2023.2.0 | 1097 | 2023-07-17 | Final release candidate for B9.3 | |
| 1.11.2 | B9.3rc3 | 1097 | 2023-07-12 | Third release candidate for B9.3 | ||
| 1.11.1 | B9.3rc2 | 1094 | 2023-06-29 | Second release candidate for B9.3 | ||
| 1.11.0 | B9.3rc1 | 1094 | 2023-06-21 | First release candidate for B9.3 | ||
| 1.10.2 | 1077 | 2023-04-14 | Pinning dependencies for external users | |||
| 1.10.1 | B9.2.x | 2023.1.1 | 1077 | 2023-04-13 | 2023-05-23 | Final release candidate for B9.2 |
| 1.10.0 | B9.2rc1 | 1075 | 2023-03-31 | First release candidate for B9.2 | ||
| 1.9.6 | B9.1.2 | 2022.5.2 | 1068 | 2023-03-09 | 2023-03-15 | Final release candidate for B9.1.2 |
| 1.9.5 | 1061 | 2023-03-02 | First release candidate for B9.1.2 | |||
| 1.9.4 | B9.1.1 | 2022.5.1 | 1041 | 2023-01-27 | 2023-02-28 | Final release candidate for B9.1.1 |
| 1.9.3 | B9.1 | 2022.5.0 | 1030 | 2023-01-12 | 2023-02-28 | Final release candidate for B9.1 |
| 1.9.2 | B9.1rc2 | 2023-01-04 | Second release candidate for B9.1 (hotfix) | |||
| 1.9.1 | B9.1rc2 | 2023-01-03 | Second release candidate for B9.1 | |||
| 1.9.0 | B9.1rc1 | 2022-12-27 | First release candidate for B9.1 | |||
| 1.8.5 | B9.0 | 1019 | 2022-12-12 | Documentation patch release for B9.0 | ||
| 1.8.4 | B9.0 | 2022-11-16 | Documentation patch release for B9.0 | |||
| 1.8.3 | B9.0 | 2022-11-11 | Documentation patch release for B9.0 | |||
| 1.8.2 | B9.0 | 2022.4.0 | 1017 | 2022-10-19 | 2022-11-17 | Final release candidate for B9.0 |
| 1.8.1 | B9.0rc2 | 2022-10-17 | Second release candidate for B9.0 | |||
| 1.8.0 | B9.0rc1 | 2022-10-10 | First release candidate for B9.0 | |||
| 1.7.2 | B8.1.2 | 2022.3.1 | 0984 | 2022-09-12 | 2022-09-21 | Final release candidate for B8.1.2 |
| 1.7.1 | B8.1.2rc2 | 2022-09-07 | Second release candidate for B8.1.2 | |||
| 1.7.0 | B8.1.2rc1 | 2022-09-01 | First release candidate for B8.1.2 | |||
| 1.6.2 | B8.1 | 2022.3.0 | 0953 | 2022-07-19 | 2022-08-19 | Final release candidate for B8.1 |
| 1.6.1 | B8.1rc2 | 2022-07-15 | Second release candidate for B8.1 | |||
| 1.6.0 | B8.1rc1 | 2022-07-11 | First release candidate for B8.1 | |||
| 1.5.3 | B8.0.1 | 2022.2.1 | 0913 | 2022-06-20 | 2022-06-30 | Patch release B8.0.1 |
| 1.5.2 | B8.0 | 2022.2.0 | 0874 | 2022-05-20 | 2022-06-16 | Final release candidate for B8.0 |
| 1.5.1 | B8.0rc2 | 2022-05-17 | Second release candidate for B8.0 | |||
| 1.5.0 | B8.0rc1 | 2022-05-05 | First release candidate for B8.0 | |||
| 1.4.6 | B7.9.3 | 2022.1.2 | 0800 | 2022-03-25 | Final release candidate for B7.9.3 | |
| 1.4.5 | B7.9.3rc2 | 2022-03-23 | Second release candidate for B7.9.3 | |||
| 1.4.4 | B7.9.3rc1 | 2022-03-16 | First release candidate for B7.9.3 | |||
| 1.4.3 | B7.9.1 | 2022.1.1 | 0800 | 2022-02-03 | Final B7.9.1 | |
| 1.4.2 | B7.9 | 2022.1.0 | 0797 | 2022-01-20 | Final release candidate for B7.9 | |
| 1.4.1 | B7.9rc2 | 2022-01-15 | Second release candidate for B7.9 | |||
| 1.4.0 | B7.9rc1 | 2022-01-10 | First release candidate for B7.9 | |||
| Pre-launch releases | ||||||
| 1.3.3 | B7.8.2 | 2021.4.0 | 0764 | 2021-10-05 | Same as 1.3.2, but with installation bug fix | |
| 1.3.2 | B7.8.2 | 2021.4.0 | 0764 | 2021-09-03 | Final release candidate for B7.8.2 | |
| 1.3.1 | B7.8.1 | 2021.3.0 | 0742 | 2021-08-09 | Final release candidate for B7.8.1 | |
| 1.3.0 | B7.8.1rc1 | 0741 | 2021-08-02 | First release candidate for B7.8.1 | ||
| 1.2.3 | B7.8 | 2021.2.0 | 0732 | 2021-06-08 | Final release candidate for B7.8 | |
| 1.2.2 | B7.8rc3 | 2021-06-08 | Third release candidate for B7.8 | |||
| 1.2.1 | B7.8rc2 | 2021-06-07 | Second release candidate for B7.8 | |||
| 1.2.0 | B7.8rc1 | 0723 | 2021-05-24 | First release candidate for B7.8 | ||
| 1.1.0 | B7.7.1 | 2021.1.0 | 0682 | 2021-02-26 | Final release candidate for B7.7.1 | |
| 1.0.0 | B7.7.1rc1 | 0678 | 2021-02-22 | First release candidate for B7.7.1 | ||
| 0.18.3 | B7.7 | 2020.4.0 | 0670 | 2021-01-25 | Final release candidate for B7.7 | |
| 0.18.2 | B7.7rc3 | 0668 | 2021-01-19 | Third release candidate for B7.7 | ||
| 0.18.1 | B7.7rc2 | 0664 | 2021-01-08 | Second release candidate for B7.7 | ||
| 0.18.0 | B7.7rc1 | 0645 | 2020-12-21 | First release candidate for B7.7 | ||
| 0.17.1 | B7.6 | 2020.3.0 | 0641 | 2020-09-15 | Final release candidate for B7.6 | |
| 0.17.0 | B7.6rc1 | 0637 | 2020-08-28 | First release candidate for B7.6 | ||
| 0.16.2 | B7.5 | 2020.2.0 | 0619 | 2020-06-10 | Same as 0.16.1, but with installation bug fix | |
| 0.16.1 | B7.5 | 2020.2.0 | 0619 | 2020-05-19 | Final release candidate for B7.5 | |
| 0.16.0 | B7.5rc1 | 0614 | 2020-05-04 | First release candidate for B7.5 | ||
| 0.15.1 | B7.4.2 | 2020.1.0 | 0586 | 2020-03-10 | Final release candidate for B7.4.2 | |
| 0.15.0 | B7.4.2rc1 | 0585 | 2020-02-28 | First release candidate for B7.4.2 | ||
| 0.14.2 | B7.4 | 2019.3.0 | 0570 | 2019-11-18 | Final release candidate for B7.4 | |
| 0.14.1 | B7.4rc2 | 0568 | 2019-11-11 | Second release candidate for B7.4 | ||
| 0.14.0 | B7.4rc1 | 0563 | 2019-10-25 | First release candidate for B7.4 | ||
| 0.13.8 | B7.3.1 | 2019.2.0 | 0541 | 2019-09-05 | Patch for Build 7.3 released as Build 7.3.1 | |
| 0.13.7 | B7.3 | 2019.1.0 | 0535 | 2019-06-21 | Final release candidate for Build 7.3 | |
| 0.13.6 | B7.3rc4 | 0534 | 2019-06-20 | Fourth release candidate for Build 7.3 | ||
| 0.13.5 | B7.3rc3 | 0534 | 2019-06-19 | Third release candidate for Build 7.3 | ||
| 0.13.4 | B7.3rc2 | 0534 | 2019-06-18 | Second release candidate for Build 7.3 | ||
| 0.13.3 | B7.3rc1 | 0532 | 2019-06-04 | First release candidate for Build 7.3 | ||
| 0.13.2 | 0500 | 2019-05-14 | DMS test, no delivery to I&T | |||
| 0.13.1 | 0500 | 2019-03-08 | DMS test, no delivery to I&T | |||
| 0.13.0 | 0500 | 2019-02-15 | DMS test, no delivery to I&T | |||
| 0.12.3 | B7.2.1 | 0500 | 2019-01-15 | DMS Build 7.2.1 patch release | ||
| 0.12.2 | B7.2 | 2018_2 | 0495 | 2018-11-07 | Final release candidate for Build 7.2 | |
| 0.12.1 | B7.2rc2 | 0495 | 2018-11-01 | Second release candidate for Build 7.2 | ||
| 0.12.0 | B7.2rc1 | 0493 | 2018-10-09 | First release candidate for Build 7.2 | ||
| 0.11.0 | 0482 | 2018-09-10 | DMS test, no delivery to I&T | |||
| 0.10.0 | 0477 | 2018-07-31 | DMS test, no delivery to I&T | |||
| 0.9.6 | B7.1.3 | 2018_1 | 0468 | 2018-06-08 | Final release candidate for Build 7.1.3 | |
| 0.9.5 | B7.1.3rc3 | 0468 | 2018-06-06 | Third release candidate for Build 7.1.3 | ||
| 0.9.4 | B7.1.3rc2 | 0463 | 2018-05-29 | Second release candidate for Build 7.1.3 | ||
| 0.9.3 | B7.1.3rc1 | 0457 | 2018-05-11 | First release candidate for Build 7.1.3 | ||
| 0.9.2 | 0441 | 2018-03-28 | DMS test, no delivery to I&T | |||
| 0.9.1 | 0432 | 2018-02-16 | DMS test, no delivery to I&T | |||
| 0.9.0 | B7.1.2 | 0422 | 2017-12-22 | DMS patch release to I&T 2018-02-15 | ||
| 0.8.0 | B7.1.1 | 0422 | 2017-11-06 | DMS patch release to I&T 2018-01-17 | ||
| 0.8.0 | B7.1 | 2017_1 | 0422 | 2017-11-06 | Final release for Build 7.1 | |
| 0.7.7 | B7.0 | 2016_2 | 0303 | 2016-12-13 | Final release for Build 7.0 |
Metadata
Release files for jwst 3.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| jwst-3.0.0.tar.gz | 12.5 MB | Details |
Built distributions (wheels)
Total release size: 141.6 MB
Release files / jwst-3.0.0.tar.gz
| Download URL | jwst-3.0.0.tar.gz |
|---|---|
| Size | 12.5 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
6afc1948436a184eaf388e1b70d0e246b678314244bb823164dce39b78a05db0
|
|
BLAKE2b-256 checksum How to use checksums |
e694410df85fe20a2c70a6e8736e69d03adf939769d4001c6e151143f69eb5fa
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | jwst-3.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 10.8 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
2b03f12d7d59aff143626f61e72d3f5a3bf85962f5550503989572d9a52456e7
|
|
BLAKE2b-256 checksum How to use checksums |
43bb205913b395fe4084a26601b13d907e59be44280ae5b6d79fdbe94b857e26
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | jwst-3.0.0-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
702f157d0648b0a6c7ec99c640c32ced17249ee043f1a694290f5bcbb2ff812f
|
|
BLAKE2b-256 checksum How to use checksums |
d4a3c485fd3fe6ff80a9a720e64d6c1b560823061538eb6bcd49ae2bd0454f5b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp314-cp314-macosx_10_15_x86_64.whl
| Download URL | jwst-3.0.0-cp314-cp314-macosx_10_15_x86_64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.14 macOS 10.15+ x86-64 |
|
SHA-256 checksum How to use checksums |
67b4a304fea663a700db2c98e53a8a739a45afd493614326446109a2160b2dc9
|
|
BLAKE2b-256 checksum How to use checksums |
8cd9b2fe83efbeb3a3559791d439075abb47de872f0c8e3bf91d1107e70189d3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | jwst-3.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 10.8 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
3a56d60c7b0e60fad29529d62bcdd0d5282f60ea96df9909cf86b3131674ff63
|
|
BLAKE2b-256 checksum How to use checksums |
05570c9313f719c72df822597f6a58a6af76b7407df5198d0451428b7f2df49b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | jwst-3.0.0-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
eddeb310a7026042db12ace6f91c5e0421522f8f8dc0063d4401aa5b5c367d4d
|
|
BLAKE2b-256 checksum How to use checksums |
e38a07a5500f453f9f55477ffbf6b1bbe6ed38d17fd5332dfd547409156c6413
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | jwst-3.0.0-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
138f85825d7bd9723648864ad95b4e0acd39c4167fb0bc5c3c78161297719cb4
|
|
BLAKE2b-256 checksum How to use checksums |
51cbaf6540804b354ba43267b87615124653367d1b409914fdd9d40b1c4f9f10
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | jwst-3.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 10.8 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
9e88a53dc92488d97169f7b7b091fe3044a06697d27f6b191e6834fb7bf929e2
|
|
BLAKE2b-256 checksum How to use checksums |
8b0fa31e054bbfddb33efe283939c079bcf9545b6cda2a1d4bcf8b5161404133
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | jwst-3.0.0-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
6fe86f1a4d2f5f2a71a67446734ed7e4d0fabd251ffb5809b41ab2965638d046
|
|
BLAKE2b-256 checksum How to use checksums |
1c9e6b189fdb6c1b65ffc3607bfa38c96bbd888fb11a280de0a943fea812ee2e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | jwst-3.0.0-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
aa5fbb1b3d0df41396b655a479017c9c06a735e422b8502fc206ab02c321e781
|
|
BLAKE2b-256 checksum How to use checksums |
4f8c643d03cc3cfe4066857dce41e34405c907f548d66679b9aa5be9550f8fa7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | jwst-3.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 10.8 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
0b2d05e5ee19d2e4020351a09df932b62b6e45a64df8c9b0a9b7793c51fc5527
|
|
BLAKE2b-256 checksum How to use checksums |
7ca54c9ac6a67669dafc0f9c0f9bc23ecd8d55c8dc86286b48b3afd9f24a1b22
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | jwst-3.0.0-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f1e8509edd90876a6e7ac03c26d450bcaa8ff7213708adbb8a6d1ff579d882a9
|
|
BLAKE2b-256 checksum How to use checksums |
a2382a7caa5a8768d2a1fceff98f2087d72859082aac886835d2127992f4de13
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / jwst-3.0.0-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | jwst-3.0.0-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 10.7 MB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
bd5d6d3fb1e6494c4d04b9095ba03ce9d7616c58743b8a28354969d902b7717d
|
|
BLAKE2b-256 checksum How to use checksums |
8e38bfdf0ef79270db0a0cecdaeaa636f9c1db20928dc7d6a4ccea54da3cf226
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|