This release is a pre-release and may not be stable for production use.
kbatch-papermill
Currently designed for Destination-Earth GFTS, it runs notebooks with papermill on Kubernetes via kbatch. It does not currently target general use because the following assumptions, specific to GFTS deployments, are made:
- Default AWS credentials are set up via environment variables, and work.
- Jobs should always run with the same $JUPYTER_IMAGE as the submitting environment.
- $JUPYTER_IMAGE has
papermill. - We have read/write access to S3 for both the code input directory and the output directory (completed job results).
Note that we do not use the ConfigMap approach to pass the code directory, because of the size limit on config maps. So we essentially replicate the code directory functionality of kbatch, but store in S3 instead.
We also add some generic functionality to make a nicer Python API for kbatch, which should perhaps be upstreamed. See _kbatch.py for most of that.
1 maintainer
Release files for kbatch-papermill 0.1.0a1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| kbatch_papermill-0.1.0a1.tar.gz | 12.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| kbatch_papermill-0.1.0a1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 19.2 kB
Release files / kbatch_papermill-0.1.0a1.tar.gz
| Download URL | kbatch_papermill-0.1.0a1.tar.gz |
|---|---|
| Size | 12.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
db4c4a8509f60c851de7da4afef3a08e71925fabfa92d70e5a92ae3be09d32bb
|
|
BLAKE2b-256 checksum How to use checksums |
2ae184ff07d50f1299a9882e4f01562abae816c648881f887a0318d02cc28811
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 18, 2025.
Transparency logRelease files / kbatch_papermill-0.1.0a1-py3-none-any.whl
| Download URL | kbatch_papermill-0.1.0a1-py3-none-any.whl |
|---|---|
| Size | 7.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d02292e4b998c32bcdc12b74778b3bfee177b9edc0f1d2cccb7d8f4a43021247
|
|
BLAKE2b-256 checksum How to use checksums |
e3266dd3b239c339cd3f3963f35f7162909429c6016c715a6be5f9b9ddc6e055
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 18, 2025.
Transparency log
