mflux-ai
This is the official mflux-ai python library for MFlux.ai
Features
- Fetch connection strings and tell MLflow how to connect with MFlux.ai
- Download and upload objects/datasets from/to the MFlux.ai cloud service
Quickstart
Installation
pip install mflux-ai
Basic usage
import mflux_ai
mflux_ai.init("INSERT_YOUR_PROJECT_TOKEN_HERE")
# MLflow now knows how to connect with your project server, hosted on MFlux.aiStore and retrieve datasets
my_dataset = np.zeros(shape=(10000, 100), dtype=np.float32)
dataset_filename = "my-dataset.pkl"
mflux_ai.put_dataset(my_dataset, dataset_filename)
my_loaded_dataset = mflux_ai.get_dataset(dataset_filename)
assert_array_equal(my_dataset, my_loaded_dataset)
