satva
Satva is a data pipeline engine. This package runs the same YAML pipelines as the satva command-line tool.
Requires Python 3.9 or newer. Licensed under the MIT License.
Install
pip install satva
Usage
import satva
summary = satva.run("pipeline.yaml")
print(summary["processed"], summary["succeeded"], summary["skipped"], summary["failed"])
# Raises RuntimeError on the first record failure.
satva.run("pipeline.yaml", stop_on_error=True)
satva.run returns a dict with processed, succeeded, skipped, failed, and logs. logs is a list of strings. stop_on_error defaults to False: failed records are counted and the call returns. File paths inside the YAML config are relative to the process working directory.
source:
type: json
path: input.jsonl
sink:
type: json
path: output.jsonl
stages:
- type: filter
expression: 'active == true && salary >= 70000'
- type: set_field
field: bonus
expression: 'salary * 0.15'
Sources and sinks: CSV, TSV, JSONL (json), JSON array (json_array), Parquet, and Excel. Pipeline and expression details are in the repository docs.
1 maintainer
Metadata
1 maintainer
Release files for satva 0.1.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| satva-0.1.1.tar.gz | 85.2 kB | Details |
Built distributions (wheels)
Total release size: 524.0 MB
Release files / satva-0.1.1.tar.gz
| Download URL | satva-0.1.1.tar.gz |
|---|---|
| Size | 85.2 kB |
| Tags | Source |
|
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.11 PyPy 3.11 7.3 |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp314-cp314-win_amd64.whl
| Download URL | satva-0.1.1-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.14 Windows x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 |
|
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | satva-0.1.1-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 5.9 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp313-cp313-win_amd64.whl
| Download URL | satva-0.1.1-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.13 Windows x86-64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | satva-0.1.1-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 5.9 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp312-cp312-win_amd64.whl
| Download URL | satva-0.1.1-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.12 Windows x86-64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Release files / satva-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Release files / satva-0.1.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | satva-0.1.1-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 5.9 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp311-cp311-win_amd64.whl
| Download URL | satva-0.1.1-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.11 Windows x86-64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / satva-0.1.1-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | satva-0.1.1-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 5.9 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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twine/7.0.0 CPython/3.13.14
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Release files / satva-0.1.1-cp310-cp310-win_amd64.whl
| Download URL | satva-0.1.1-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.10 Windows x86-64 |
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Release files / satva-0.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Release files / satva-0.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | satva-0.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 59.0 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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