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"],
)

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

scihist-0.1.20.tar.gz (3.3 kB view details)

Uploaded Aug 9, 2026 Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

scihist-0.1.20-py3-none-any.whl (4.1 kB view details)

Uploaded Aug 9, 2026 Python 3

File details

Details for the file scihist-0.1.20.tar.gz.

File metadata

Download URL: scihist-0.1.20.tar.gz
Upload date: Aug 9, 2026
Size: 3.3 kB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for scihist-0.1.20.tar.gz
Algorithm	Hash digest
SHA256	`934df9f1b98b1dcebfb4036e96f2e683f2eac014a184542065007663b7dd02c4`
MD5	`d4b459a661f5286aea964302937715aa`
BLAKE2b-256	`fda84c4f78c6cd70b1a3103657fea0fe768851a24c60665db5a820a5488fc821`

See more details on using hashes here.

Provenance

The following attestation bundles were made for scihist-0.1.20.tar.gz:

Publisher: publish.yml on mtillman14/scistack

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: scihist-0.1.20.tar.gz
- Subject digest: 934df9f1b98b1dcebfb4036e96f2e683f2eac014a184542065007663b7dd02c4
- Sigstore transparency entry: 2400735906
- Sigstore integration time: Aug 9, 2026
Source repository:
- Permalink: mtillman14/scistack@88d57cac50a2eba7c1766e69a7d23242f5f90b2f
- Branch / Tag: refs/tags/v0.1.20
- Owner: https://github.com/mtillman14
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish.yml@88d57cac50a2eba7c1766e69a7d23242f5f90b2f
- Trigger Event: push