parquet-viewer 0.1.2

A powerful command-line tool for viewing Parquet files

Parquet Viewer

A powerful command-line tool for viewing, analyzing, and manipulating Parquet files with ease.

Features

• 📊 View Parquet files in various table formats
• 📤 Export to different formats (CSV, Excel, JSON, HTML)
• 📈 Display dataset statistics and summaries
• 🔍 Filter and sort data
• 📉 Analyze correlations and missing values
• 🎲 Sample data randomly
• 💾 Memory-efficient handling of large files
• 🎨 Multiple display format options

Installation

pip install parquet-viewer

Usage

Basic Commands

View Parquet File

# Basic viewing
pqview view data.parquet

# Customize display
pqview view data.parquet --max-rows 20 --format github
pqview view data.parquet -n 50 -f pretty --no-stats

Export to Other Formats

# Export to CSV
pqview export data.parquet output.csv

# Export to other formats
pqview export data.parquet output.xlsx --format excel
pqview export data.parquet output.json --format json
pqview export data.parquet output.html --format html

Analysis Commands

Summary Statistics

# Show summary statistics for numerical columns
pqview stats data.parquet

Value Counts

# Show value counts for a specific column
pqview counts data.parquet column_name

Missing Values Analysis

# Show statistics about missing values
pqview missing data.parquet

Correlation Analysis

# Show correlation matrix
pqview correlations data.parquet

# Use different correlation methods
pqview correlations data.parquet --method spearman

Data Manipulation Commands

Filter Data

# Filter data using pandas query syntax
pqview filter data.parquet "age > 25 and department == 'IT'"

Sort Data

# Sort by single column
pqview sort data.parquet "salary"

# Sort by multiple columns
pqview sort data.parquet "department,salary" --descending

Sample Data

# Sample specific number of rows
pqview sample data.parquet --rows 100

# Sample by fraction
pqview sample data.parquet --fraction 0.1 --seed 42

Display Formats

The tool supports various display formats for tables:

Format	Description
grid	ASCII grid table
pipe	Markdown-compatible table
orgtbl	Org-mode table
github	GitHub-flavored Markdown table
pretty	Pretty printed table
html	HTML table
latex	LaTeX table

Export Formats

Supported export formats:

• CSV
• Excel
• JSON
• HTML

File Size Limits

By default, the tool has a 5MB file size limit to prevent memory issues. This can be adjusted in the configuration.

Error Handling

The tool provides clear error messages for common issues:

• File not found
• Invalid file format
• Memory limitations
• Invalid query syntax
• Data type conversion errors

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

MIT License

Author

Ashutosh Bele

Changelog

v0.1.0

• Initial release
• Basic viewing and export functionality
• Statistical analysis features
• Data manipulation capabilities