mlflow-elasticsearchstore
Mlflow plugin to use ElasticSearch as backend for MLflow tracking service. To use this plugin you need a running instance of Elasticsearch 6.X.
Run 'pip install mlflow-elasticsearchstore' to register the plugin as an entrypoint with Elasticsearch backend.
$ pip install mlflow-elasticsearchstore
Development
In a python environment (you can use the one where mlflow is already installed):
$ git clone git clone https://github.com/criteo/mlflow-elasticsearchstore.git
$ cd mlflow-elasticsearch
$ pip install .
How To
mlflow-elasticsearchstore can now be used with the "elasticsearch" scheme, in the same python environment :
$ mlflow server --host $MLFLOW_HOST --backend-store-uri elasticsearch://$USER:$PASSWORD@$ELASTICSEARCH_HOST:$ELASTICSEARCH_PORT --port $MLFLOW_PORT --default-artifact-root $ARTIFACT_LOCATION
Release files for mlflow-elasticsearchstore 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| mlflow-elasticsearchstore-0.1.2.tar.gz | 28.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| mlflow_elasticsearchstore-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 41.9 kB
Release files / mlflow-elasticsearchstore-0.1.2.tar.gz
| Download URL | mlflow-elasticsearchstore-0.1.2.tar.gz |
|---|---|
| Size | 28.6 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? |
No |
| Uploaded via |
twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/40.6.2 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.6.8
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Release files / mlflow_elasticsearchstore-0.1.2-py3-none-any.whl
| Download URL | mlflow_elasticsearchstore-0.1.2-py3-none-any.whl |
|---|---|
| Size | 13.3 kB |
| Tags | Python 3 |
|
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? |
No |
| Uploaded via |
twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/40.6.2 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.6.8
|
