mrx-link-magic 2.5.0.dev1

IPython magic commands for MRX Link

mrx-link-magic

IPython magic commands for MRX Link.

Overview

mrx-link-magic provides IPython magic commands that enable DAG-based pipeline management within Jupyter notebooks. It integrates with the MRX Link ecosystem for AI/ML model development workflows.

Installation

pip install mrx-link-magic

Requirements

• Python 3.8 - 3.11
• IPython >= 7.0
• jupyter-server >= 2.4.0, < 3.0
• mrx-link-core >= 2.3.1, < 2.4

Usage

Loading the Extension

%load_ext mrx_link_magic

Available Magic Commands

Command	Type	Description
%mrxlink_init_dag	Line	Initialize the MRXLink DAG
%%mrxlink_update_dag	Cell	Update DAG structure
%%mrxlink_execute_component	Cell	Execute a component
%mrxlink_execute_components	Line	Execute multiple components
%mrxlink_reference_dag	Line	Get reference to DAG object
%mrxlink_cache_dir	Line	Set/get cache directory
%mrxlink_clear_cache	Line	Clear component cache
%mrxlink_clear_all_cache	Line	Clear all caches
%mrxlink_use_diskcache	Line	Enable/disable disk cache
%mrxlink_logging_level	Line	Set logging level
%mrxlink_logging_filename	Line	Set log file path
%%mrxlink_set_parameters	Cell	Set DAG parameters
%%mrxlink_optimize_parameters	Cell	Run hyperparameter optimization

Example

# Load the extension
%load_ext mrx_link_magic

# Initialize DAG with server connection
%mrxlink_init_dag -b http://localhost:8888

# Execute a component
%%mrxlink_execute_component -i component_id
# Cell code here

License

Proprietary - MakinaRocks Co., Ltd.