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.
Requirements
Requires python >= python-3.6.3.
Installation
$ pip3 install fiddler-client
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
Tutorial 03: Advanced Model Uploading
Event Publisher Example Usage
To use the Fiddler package to publish events for monitoring, please adapt the example below to fit your needs.
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({
"feature_a": 10.5,
"feature_b": 3.2,
"prediction": 0.72
})
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