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Python package

Reproschema Python library and Command Line Interface (CLI)

Installation

reproschema requires Python 3.7+.

pip install reproschema 

Developer installation

Install repo in developer mode:

git clone https://github.com/ReproNim/reproschema-py.git cd reproschema-py pip install -e .[dev] 

It is also useful to install pre-commit, which takes care of styling when committing code. When pre-commit is used you may have to run git commit twice, since pre-commit may make additional changes to your code for styling and will not commit these changes by default:

pre-commit install 

CLI usage

This package installs reproschema a CLI.

$ reproschema Usage: reproschema [OPTIONS] COMMAND [ARGS]... A client to support interactions with ReproSchema To see help for a specific command, run reproschema COMMAND --help e.g. reproschema validate --help Options: --version -l, --log-level [DEBUG|INFO|WARNING|ERROR|CRITICAL] Log level name [default: INFO] --help Show this message and exit. Commands: convert create redcap2reproschema Convert REDCap CSV files to Reproschema format. reproschema2redcap Convert reproschema protocol to REDCap CSV format. serve validate 

reproschema2redcap Usage

Command-Line Usage

You can use this feature directly from the command line. To convert ReproSchema protocol to REDCap CSV format, use the following command

reproschema reproschema2redcap <input_dir_path> <output_csv_filename> 
  • <input_dir_path>: The path to the root folder of a protocol. For example, to convert the reproschema-demo-protocol provided by ReproNim, you can use the following commands:
    git clone https://github.com/ReproNim/reproschema-demo-protocol.git cd reproschema-demo-protocol pwd
    In this case, the output from pwd (which shows your current directory path)should be your <input_dir_path>.
  • <output_csv_filename>: The name of the output CSV file where the converted data will be saved.

Python Function Usage

You can also use the reproschema2redcap function from the reproschema-py package in your Python code.

from reproschema import reproschema2redcap input_dir_path = "path-to/reproschema-demo-protocol" output_csv_filename = "output.csv" reproschema2redcap(input_dir_path, output_csv_filename)

redcap2reproschema Usage

The redcap2reproschema function is designed to process a given REDCap CSV file and YAML configuration to generate the output in the reproschema format.

Prerequisites

Before the conversion, ensure you have the following:

YAML Configuration File:

YAML File Configuration

In the templates/redcap2rs.yaml file, provide the following information:

  • protocol_name: This is a unique identifier for your protocol. Use underscores for spaces and avoid special characters.
  • protocol_display_name: The name that will appear in the application.
  • protocol_description: A brief description of your protocol.

Example:

protocol_name: "My_Protocol" protocol_display_name: "Assessment Protocol" protocol_description: "This protocol is for assessing cognitive skills."

Command-Line Usage

The `redcap2reproschema`` function has been integrated into a CLI tool, use the following command:

reproschema redcap2reproschema path/to/your_redcap_data_dic.csv path/to/your_redcap2rs.yaml

Python Function Usage

You can also use the redcap2reproschema function from the reproschema-py package in your Python code.

from reproschema import redcap2reproschema csv_path = "path-to/your_redcap_data_dic.csv" yaml_path = "path-to/your_redcap2rs.yaml" reproschema2redcap(input_dir_path, output_csv_filename)

After configuring the YAML file:

  1. Run the Python script with the paths to your CSV file and the YAML file as arguments.
  2. Command Format: python script_name.py path/to/your_redcap_data_dic.csv path/to/your_redcap2rs.yaml

Notes

  1. The script requires an active internet connection to access the GitHub repository.
  2. Make sure you use git add, git commit, git push properly afterwards to maintain a good version control for your converted data.

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