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)