Python SDK
Python SDK offers a simple and convenient way of integrating a user's workflow scripts with Hydrosphere API.
You can learn more about it in its documentation here.

Installation

You can use pip to install hydrosdk
pip install hydrosdk=3.0.0

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)
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