fiddler-client 0.5.0

Python client for Fiddler Service

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

• Tutorial 03b: Advanced Model Uploading Shown in Keras

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_event({
    "feature_a": 10.5,
    "feature_b": 3.2,
    "prediction": 0.72
})