Lightweight standalone python CLI tool for downloading neuron morphologies from the NeuroMorpho archives.
Project description
neuromorphopy
neuromorphopy is a lightweight standalone python CLI tool for downloading neuron morphologies from the NeuroMorpho archives.
Features
- Simple and intuitive API for searching NeuroMorpho.org
- Efficient concurrent downloads of neuron morphologies
- Flexible query system with validation
- Automatic metadata handling
- Support for both synchronous and asynchronous operations
Installation
neuromorphopy is supported for python >= 3.11.
Using uv (Recommended):
The easiest way to install neuromorphopy as a standalone CLI tool is with uv:
# install the latest release
uv tool install neuromorphopy
# or install the latest development version from GitHub
uv tool install git+https://github.com/kpeez/neuromorphopy.git
Using pip:
Alternatively, you can install neuromorphopy into your project environment using pip:
# install the latest release
pip install neuromorphopy
# or install the latest development version directly from GitHub
pip install git+https://github.com/kpeez/neuromorphopy.git
Usage
Create a query file (YAML or JSON) to specify what neurons you want:
# query.yaml
filters:
species: ["mouse"]
brain_region: ["neocortex"]
cell_type: ["pyramidal"]
sort: # sorting is optional
field: "brain_region"
ascending: true
To download all neurons, you can use an empty query:
# query.yaml
filters: {}
Use the command line interface to explore available fields, preview a query, or download neurons:
# Explore available query fields and values
neuromorpho fields
neuromorpho fields species
# Preview what a query would download
neuromorpho preview -q query.yaml
# Download neurons matching the query
neuromorpho download -q query.yaml -o ./data
For more detailed usage, see our documentation.
Project details
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