Python client for Fiddler Service
Project description
Fiddler Client
Python client for interacting with Fiddler. Provides a user-friendly interface to our REST API and enables event publishing for use with our monitoring features.
Installation
$ pip3 install fiddler
API Example Usage
For examples of interacting with our APIs, please check out the tutorial notebooks:
Tutorial 01: Uploading Datasets and Models
Tutorial 02: Controlling Fiddler from the Notebook
Event Publisher Example Usage
import fiddler as fdl
fiddler_publisher = fiddler.Fiddler(token, org, project, model)
# Publish and event. An event is a dictionary of fields where fields correspond to
# input and output schema of the model.
fiddler_publisher.publish_event({
"feature_a": 10.5,
"feature_b": 3.2,
"predicttion": 0.72
})
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