https://github.com/gregorybchris/tinytable

Dataset compression tool
https://github.com/gregorybchris/tinytable

Last synced: 5 months ago
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Dataset compression tool

• Host: GitHub
• URL: https://github.com/gregorybchris/tinytable
• Owner: gregorybchris
• License: apache-2.0
• Created: 2020-01-28T08:01:56.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-02-22T23:41:30.000Z (almost 6 years ago)
• Last Synced: 2025-03-02T02:33:23.886Z (11 months ago)
• Language: Python
• Size: 17.6 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

          
# TinyTable

Empirical tool to find the best file format for caching a particular dataset.

## Installation

Install the [current PyPI release](https://pypi.org/project/tinytable/):

```bash

pip install tinytable

```

Or install from source:

```bash

pip install git+https://github.com/gregorybchris/tinytable

```

## Basic Usage

```bash

# Run the tinytable command to get file size statistics

tinytable --experiment  run --dataset  --trials 3

# Generate charts to visualize the best file format

tinytable --experiment  plot

# Delete experiment data

tinytable --experiment  clean

```

## Advanced Usage

```bash

# Subsample the dataset before serializing

tinytable run -d  --sample .5

# Don't write the results to a file, just print them

tinytable -e exp1 run -d data/data.csv --no_write

# Specify the directory to which experiments should be saved

tinytable -e exp1 --experiments_dir  run -d data/data.csv

```