composable-data-core: Professional Components for Useful Python
Reusable, typed analytical primitives (decision grammar) for Python.
Purpose
Enable analysts to focus on higher-level analysis skills.
Design
- Components compute.
- Plans and requests express analytical intent.
- Results carry structured evidence.
- Reporters control representation.
- Integrations connect professional libraries.
- Domain- and dataset-specific behavior lives outside this project.
- Core is dependency-free.
- Protocols and dependency injection preferred over inheritance.
- Analytical decisions are explicit.
- Exact artifacts may be identified with content hashes.
Developer Command Reference
Show command reference
In a machine terminal
Open a machine terminal where you want the project:
git clone https://github.com/composable-data/composable-data-core
cd composable-data-core
code .
In a VS Code terminal
uv self update
uv python pin 3.15
uv python install
uv lock --upgrade
uv sync
uv run pre-commit install
uv run pre-commit autoupdate
git add -A
uv run pre-commit run --all-files
# repeat if changes were made
uv run pre-commit run --all-files
# types, tests, docs
uv run ty check
uv run python -m pytest
uv run python -m zensical build
# save progress
git add -A
git commit -m "update"
git push -u origin main
Documentation
Annotations
Citation
License
1 maintainer
Metadata
1 maintainer
Release files for composable-data-core 0.0.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| composable_data_core-0.0.5.tar.gz | 11.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| composable_data_core-0.0.5-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 22.7 kB
Release files / composable_data_core-0.0.5.tar.gz
| Download URL | composable_data_core-0.0.5.tar.gz |
|---|---|
| Size | 11.4 kB |
| Tags | Source |
|
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? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
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Signed by GitHub Actions, verified by PyPI on Aug 16, 2026.
Transparency logRelease files / composable_data_core-0.0.5-py3-none-any.whl
| Download URL | composable_data_core-0.0.5-py3-none-any.whl |
|---|---|
| Size | 11.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
BLAKE2b-256 checksum How to use checksums |
fbd28884035133949de69676a7189e3469654c002e817eb0773b4be878051abb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 16, 2026.
Transparency log
