https://github.com/panda-official/driftpythonclient

Python Client to access data of Devices on Drift Platform
https://github.com/panda-official/driftpythonclient

ai drift python

Last synced: about 2 months ago
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Python Client to access data of Devices on Drift Platform

• Host: GitHub
• URL: https://github.com/panda-official/driftpythonclient
• Owner: panda-official
• License: mpl-2.0
• Created: 2022-07-12T07:53:38.000Z (over 2 years ago)
• Default Branch: develop
• Last Pushed: 2023-12-14T12:27:01.000Z (about 1 year ago)
• Last Synced: 2024-04-19T14:28:53.241Z (9 months ago)
• Topics: ai, drift, python
• Language: Python
• Homepage: https://driftpythonclient.readthedocs.io/en/latest/
• Size: 379 KB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE

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README

        
# Drift Python Client

[![PyPI](https://img.shields.io/pypi/v/drift-python-client)](https://pypi.org/project/drift-python-client/)

[![PyPI - Downloads](https://img.shields.io/pypi/dm/drift-python-client)](https://pypi.org/project/drift-python-client/)

[![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/panda-official/DriftPythonClient/ci.yml?branch=develop)](https://github.com/panda-official/DriftPythonClient/actions)

Python Client to access data of [PANDA|Drift](docs/panda_drift.md)

## 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

```python

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](https://driftpythonclient.readthedocs.io/en/latest/)

* [DriftProtocol](https://github.com/panda-official/DriftProtocol)

* [WaveletBuffer](https://github.com/panda-official/WaveletBuffer)