daggerml 
DaggerML makes research computations durable, inspectable, cacheable DAGs. It records the inputs, functions, results, execution boundaries, and provenance behind a research result.
Installation
Install daggerml in whichever virtual environment you prefer.
pip install daggerml
Install terminal rendering support:
pip install "daggerml[terminal]"
Start a project
mkdir research-demo && cd research-demo
dml init
Then author a DAG in Python:
import daggerml as dml
with dml.new("first-result") as dag:
result = dag.put(42, name="answer")
dag.commit(result)
Docs
Contributing
If you want to contribute, please check out the contributing guide.
License
daggerml is distributed under the terms of the MIT license.
1 maintainer
Release files for daggerml 0.1.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| daggerml-0.1.4.tar.gz | 11.3 MB | Details |
Built distributions (wheels)
Total release size: 111.4 MB
Release files / daggerml-0.1.4.tar.gz
| Download URL | daggerml-0.1.4.tar.gz |
|---|---|
| Size | 11.3 MB |
| Tags | Source |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
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Release files / daggerml-0.1.4-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | daggerml-0.1.4-cp314-cp314-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
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Release files / daggerml-0.1.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | daggerml-0.1.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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No |
| Uploaded via |
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Release files / daggerml-0.1.4-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | daggerml-0.1.4-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
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| Uploaded via |
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Release files / daggerml-0.1.4-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | daggerml-0.1.4-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
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Release files / daggerml-0.1.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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| Size | 8.3 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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Release files / daggerml-0.1.4-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | daggerml-0.1.4-cp313-cp313-macosx_11_0_arm64.whl |
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| Size | 8.3 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
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Release files / daggerml-0.1.4-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | daggerml-0.1.4-cp312-cp312-musllinux_1_2_x86_64.whl |
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| Size | 8.3 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
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Release files / daggerml-0.1.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | daggerml-0.1.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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Release files / daggerml-0.1.4-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | daggerml-0.1.4-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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| Uploaded via |
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Release files / daggerml-0.1.4-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | daggerml-0.1.4-cp311-cp311-musllinux_1_2_x86_64.whl |
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| Size | 8.4 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
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| Uploaded via |
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Release files / daggerml-0.1.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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| Size | 8.3 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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| Uploaded via |
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Release files / daggerml-0.1.4-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | daggerml-0.1.4-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.3 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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