Devo Python ML Model Manager Client
The ML Model Manager is a service to register machine learning models on
Devo platform. These models can be used through the
query engine using the mlevalmodel(...) operation or through the
FLOW correlation engine
including in the context the
MlSingleModelEval
unit.
devo-mlmodelmanager provides an easy-to-use client for Devo’s ML Model Manager. Built on top of the widely used Requests library exposes a simplified interface for model management, allowing you to focus in the machine learning workflows and not worry about the integration with Devo platform.
A simple example
from devo_ml.modelmanager import create_client_from_token
url = "<model-manager-server-url>"
token = "<valid-access-token>"
client = create_client_from_token(url, token)
client.add_model(
"pokemon_onnx_regression", # model name
"ONNX", # model engine
"~/models/pokemon.onnx", # model file
description="A funny Pokemon prediction"
)
Requirements
- Python 3.7+
Install
$ pip install devo-mlmodelmanager
Documentation
Explore the documentation to learn more.
Release files for devo-mlmodelmanager 1.6.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| devo_mlmodelmanager-1.6.1.tar.gz | 12.0 kB | Without provenance | Details for devo_mlmodelmanager-1.6.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| devo_mlmodelmanager-1.6.1-py3-none-any.whl | Python 3 | none | any | Details for devo_mlmodelmanager-1.6.1-py3-none-any.whl |
Total release size: 27.8 kB
Release files / devo_mlmodelmanager-1.6.1.tar.gz
| Download URL | devo_mlmodelmanager-1.6.1.tar.gz |
|---|---|
| Size | 12.0 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/4.0.2 CPython/3.11.5
|
Release files / devo_mlmodelmanager-1.6.1-py3-none-any.whl
| Download URL | devo_mlmodelmanager-1.6.1-py3-none-any.whl |
|---|---|
| Size | 15.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
b9be40940d3d5aff0e55de070a96ec808546031a4e1ba7d36dd8eca7164c20dc
|
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BLAKE2b-256 checksum How to use checksums |
0c3c75758837f16fac4aa1be15213fdacce1a4e7ee92b9ee7972f72c88136626
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.5
|
Security for devo-mlmodelmanager 1.6.1
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