Python SDK

Python SDK offers a simple and convenient way of integrating a user's workflow scripts with Hydrosphere API.

Source code: https://github.com/Hydrospheredata/hydro-serving-sdk PyPI: https://pypi.org/project/hydrosdk/

You can learn more about it in its documentation here.

Installation

You can use pip to install hydrosdk

pip install hydrosdk

Usage

You can access the locally deployed Hydrosphere platform from previous steps by running the following code:

from hydrosdk import Cluster, Application 
import pandas as pd

cluster = Cluster("http://localhost", grpc_address="localhost:9090")

app = Application.find(cluster, "my-model")
predictor = app.predictor()

df = pd.read_csv("path/to/data.csv")
for row in df.itertuples(index=False):
    predictor.predict(row)