mokutools 1.0.1

Liquid Instruments Moku:Lab and Moku:Pro Phasemeter Data Analysis

mokutools

Liquid Instruments Moku:Lab and Moku:Pro File Management and Data Analysis Tools

A Python library for file management in Liquid Instruments Moku:Lab and Moku:Pro, with additional features for processing and analyzing of Moku Phasemeter data.

Features

• File Management: List, download, upload, and delete files from Moku devices via network
• Data Loading: Load and parse files from Moku Phasemeter measurements
• Spectral Analysis: Compute spectral density estimates of phase and frequency via SpecKit
• Multiple Interfaces: Use via command-line, Python scripts, or Jupyter notebooks
• File Format Support: Handle .csv, .mat, and .li file formats with automatic conversion

Installation

Install from source:

git clone https://github.com/mdovale/mokutools.git
cd mokutools
pip install -e .

Or install with development dependencies:

pip install -e ".[dev]"

Requirements

• Python >= 3.8
• numpy >= 1.20.0
• pandas >= 1.3.0
• scipy >= 1.7.0
• matplotlib >= 3.4.0
• ipywidgets >= 7.6.0 (for notebook support)
• requests >= 2.25.0
• py7zr >= 0.20.0
• typer >= 0.12.0 (for CLI)
• speckit
• pytdi

Quick Start

Loading Phasemeter Data

from mokutools.phasemeter import MokuPhasemeterObject

# Load data from a local file
data = MokuPhasemeterObject('measurement.csv')

# Or download and load directly from a Moku device
data = MokuPhasemeterObject(
    filename='measurement',
    ip='10.128.100.188',
    output_path='./data'
)

# Access the data
print(data.df)  # DataFrame with all channels
print(data.fs)  # Sampling frequency
print(data.nchan)  # Number of channels

File Operations

from mokutools.moku_io import list_files, download, upload, delete

# List files on device
files = list_files('10.128.100.188')

# Download files
download(
    ip='10.128.100.188',
    patterns=['measurement'],
    convert=True,  # Convert .li to .csv
    archive=True,  # Create .zip archive
    output_path='./downloads'
)

# Upload files
upload(ip='10.128.100.188', files=['local_file.csv'])

# Delete files
delete(ip='10.128.100.188', patterns=['temp'])

Shell CLI

After installation, use the moku command from any shell:

# List files on device
moku ls 10.128.100.188

# Download files matching patterns
moku dl 10.128.100.188 --pattern foo bar --date 20250101

# Download with interactive mode
moku dl 10.128.100.188 --interactive

# Upload files
moku up 10.128.100.188 file1.csv file2.csv

# Delete files (with confirmation)
moku rm 10.128.100.188 --pattern temp --interactive

# Delete all files (requires --yes flag)
moku rm 10.128.100.188 --all --yes

You can also run the CLI as a Python module:

python -m mokutools.moku_io.cli ls 10.128.100.188

Interactive CLI (Python)

from mokutools.moku_io.cli import dl, up, rm

# Interactive download with prompts
dl(
    ip='10.128.100.188',
    file_names=['measurement'],
    convert=True,
    archive=True
)

# Upload files
up(ip='10.128.100.188', files=['local_file.csv'])

# Delete files (with confirmation)
rm(ip='10.128.100.188', file_names=['temp'])

Note: The old function names (download_cli, upload_cli, delete_cli) are still available but deprecated. Use dl, up, and rm instead.

Jupyter Notebooks

from mokutools.moku_io.notebook import select_file_widget
from mokutools.moku_io import list_files

# Create interactive file selector widget
files = list_files('10.128.100.188')
widget = select_file_widget(files)
display(widget)

Documentation

See the example notebooks in the notebooks/ directory:

• 0.0_quickstart.ipynb - Basic usage examples
• 0.2_notebooks.ipynb - Jupyter notebook integration
• 0.3_phasemeter.ipynb - Phasemeter analysis examples

Project Structure

mokutools/
├── mokutools/
│   ├── moku_io/          # File I/O operations
│   │   ├── core.py       # Core functions (pure, no I/O)
│   │   ├── cli.py        # Interactive CLI functions
│   │   └── notebook.py   # Jupyter notebook widgets
│   ├── phasemeter.py     # Phasemeter data analysis
│   └── filetools.py      # Backward-compatible wrapper
├── notebooks/            # Example notebooks
├── examples/             # Example scripts
└── tests/                # Test suite

License

BSD 3-Clause License

Copyright (c) 2025, Miguel Dovale

Author

Miguel Dovale ([e-mail])

Links

• Repository: https://github.com/mdovale/mokutools
• Issues: https://github.com/mdovale/mokutools/issues