Slicks

The home baked data pipeline for Western Formula Racing.

This package handles:

1. Data Ingestion: Reliable fetching from InfluxDB 3.0.

2. Movement Detection: Smart filtering of "Moving" vs "Idle" car states.

3. Sensor Discovery: Tools to explore available sensors on any given race day.

Documentation

• Getting Started: Installation and your first script.
• API Reference: Detailed function documentation.
• Advanced Usage: Configuration, Discovery, and Bulk Exports.

Installation

pip install git+https://github.com/Western-Formula-Racing/wfr-telemetry.git

Quick Example

import slicks
from datetime import datetime

# 1. Connect (Auto-configured or custom)
slicks.connect_influxdb3(db="WFR25", influx_url="http://influxdb:9000", influx_token="apiv3_your_token")

# 2. Fetch Data (One-liner)
df = slicks.fetch_telemetry(
    datetime(2025, 9, 28), 
    datetime(2025, 9, 30), 
    "INV_Motor_Speed"
)

print(df.describe())

See Getting Started for more details.