Drift Python Client

Python Client to access data of PANDA|Drift

Description

Drift Python Client is a high level library to get current or historical data with minimal knowledge about PANDA|Drift infrastructure.

Features

• Access to live Drift data
• Access to history of input data
• Access to history of metrics
• Cross-platform

Requirements

• Python >= 3.8

Installing

pip install drift-python-client

If you need the latest version from GitHub:

pip install git+https://github.com/panda-official/DriftPythonClient.git

Usage Example

import os
from datetime import datetime

from drift_client import DriftClient

drift_client = DriftClient("10.0.0.153", os.getenv("DRIFT_PASSWORD"))
# Download list of history

packages = drift_client.get_package_names(
    "acc-5",
    datetime.strptime("2022-01-01 00:00:00", "%Y-%m-%d %H:%M:%S"),
    datetime.strptime("2022-01-02 00:00:00", "%Y-%m-%d %H:%M:%S")
)

print(packages)
for path in packages:
    data = drift_client.get_item(path).as_np(scale_factor=2)
    print(data)

References:

• Documentation
• DriftProtocol
• WaveletBuffer