SciHist
Batch execution utilities for data pipelines.
Provides utilities for running functions over combinations of metadata, automatically loading inputs and saving outputs.
Usage
from scihist import for_each, Fixed
for_each(
process_data,
inputs={"raw": RawData, "calibration": Fixed(Calibration, session="baseline")},
outputs=[ProcessedData],
subject=[1, 2, 3],
session=["A", "B", "C"],
)
for_each
Executes a function for all combinations of metadata, loading inputs and saving outputs automatically.
Fixed
Wrapper to specify fixed metadata overrides for an input. Use when an input should be loaded with different metadata than the current iteration.
# Always load baseline from session="BL", regardless of current session
for_each(
compare_to_baseline,
inputs={
"baseline": Fixed(StepLength, session="BL"),
"current": StepLength,
},
outputs=[Delta],
subject=[1, 2, 3],
session=["A", "B", "C"],
)
1 maintainer
Metadata
1 maintainer
Release files for scihist 0.1.48
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| scihist-0.1.48.tar.gz | 3.9 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| scihist-0.1.48-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 8.1 kB
Release files / scihist-0.1.48.tar.gz
| Download URL | scihist-0.1.48.tar.gz |
|---|---|
| Size | 3.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
d98d5b4996986f8555b907bb1e9d211f75db3c106d0681d9a74e95733f6c416e
|
|
BLAKE2b-256 checksum How to use checksums |
2a242c3b7922a91f589dd9a86aab9da3e7b239f4b1d39b42c910ba712c6a80f1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 20, 2026.
Transparency logRelease files / scihist-0.1.48-py3-none-any.whl
| Download URL | scihist-0.1.48-py3-none-any.whl |
|---|---|
| Size | 4.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d34e4e66acadb1d3dbb9740d864f19cdbeacd929f5b1df2202c86b9664fd8214
|
|
BLAKE2b-256 checksum How to use checksums |
e5a146f0e29759b0aff9bfc331a90d5981395f04b622148c7b75000decab1bda
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Oct 20, 2026.
Transparency logSecurity for scihist 0.1.48
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.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for scihist-0.1.48.tar.gz
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 Oct 20, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
