resample-csv

Resample CSV file

This transformation job example takes an input csv file and resample it to a defined frequency.

Setup

Operating mode: File (--in-files)

Parameters:

[
    {
        "name": "Sampling rate (ms)",
        "type": "int",
        "param": "sampling_rate",
        "value": "",
        "help": "Sampling rate in milliseconds"
    },
    {
        "name": "Resampling mode",
        "type": "select",
        "valid": [
            "mean",
            "median"
        ],
        "param": "resampling_mode",
        "value": "",
        "help": "Resampling mode"
    }
]

Test the transformation block locally

The dataset used to test this transformation is accessible here: https://www.kaggle.com/datasets/luisomoreau/activity-detection.

pip3 install -r requirement.txt

python3 transform.py --in-file input/Accelerometer.csv --out-directory output --sampling_rate 16 --resampling_mode median