Geniac

Geniac generates automated configuration files and installers for Nextflow pipelines to standardize configuration, containerization, and deployment of bioinformatics workflows for reproducible and portable high-throughput data processing.

Key Features:

• Coding guidelines: Provides explicit coding guidelines for Nextflow pipeline development to promote usability, maintainability, interoperability, sustainability, portability, reproducibility, scalability, and efficiency.
• Linter: Performs automated checks against the established coding guidelines to verify compliance and consistency in pipeline source code.
• Configuration generator: Parses Nextflow pipeline source code to generate required configuration files automatically.
• Environment and container generation: Produces Conda environments and builds Docker and Singularity containers from parsed pipeline definitions.
• nf-core and Nextflow integration: Leverages nf-core best practices and integrates with Nextflow to align pipelines with community standards.

Scientific Applications:

• High-throughput data processing: Standardizes pipeline configuration and containerization for production settings that require rapid processing and delivery of large-scale biological data.
• Cross-disciplinary pipeline development: Harmonizes development practices across bioinformaticians, statisticians, software engineers, data managers, and core facility engineers to improve reproducibility and portability of analytical workflows.

Methodology:

Establish coding guidelines, run automated linter checks, parse Nextflow pipeline source code to generate configuration files, create Conda environments and Docker/Singularity containers, and automate deployment integrating with Nextflow and workflow management systems while following nf-core best practices.