Metadata-Version: 2.4
Name: sketch-profiler
Version: 0.2.1
Summary: Lightweight streaming data profiler using HyperLogLog and Count-Min Sketch
Author: Jainesh Bharti
Requires-Python: >=3.8
Description-Content-Type: text/markdown

# Sketch Profiler

A lightweight streaming data profiling toolkit built in Python.

## Features

- Streaming data profiling
- Null and missing-value detection
- Automatic type detection
- HyperLogLog cardinality estimation
- Count-Min Sketch frequency estimation
- Numeric statistics
- KLL approximate quantiles
- Top-K frequent values
- Streaming histograms
- Data-quality metrics
- Anomaly detection
- Validation rules
- Dataset health score
- CSV support
- JSONL support
- Parquet support
- Command-line interface

## Installation

Build the package:

```bash
python -m build
