Sagemill lets you to execute your notebook as SageMaker jobs in the similar way to papermill
Overall features
parameterize notebooks
execute notebooks as SageMaker Trainig/Processing Job
Installatioin
$ pip install sagemill
Prerequsites
Python>=3.5
Required IAM policy
ecr
create-repository
get-authorization-token
sts
get-caller-identity
permission to run Sagemaker jobs
write to cloudwatch logs
access to some S3 buckets
start training/proceessing jobs
etc.
Example notebooks
These notebook are assumed to be conda_python3 in SageMaker Notebook instance If you run it on different environments, install conda and run pip install sagemaker
1 maintainer
Release files for sagemill 0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| sagemill-0.0.1.tar.gz | 4.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| sagemill-0.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 11.4 kB
Release files / sagemill-0.0.1.tar.gz
| Download URL | sagemill-0.0.1.tar.gz |
|---|---|
| Size | 4.9 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 | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.7.5
|
Release files / sagemill-0.0.1-py3-none-any.whl
| Download URL | sagemill-0.0.1-py3-none-any.whl |
|---|---|
| Size | 6.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
52ffe549ecab960cbcb72237d9717c1b31739eda9f6d6184ac23c06e0af55d9c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.7.5
|
