Horus: Reproducible Workflow Manager for Biomolecular Modelling 1. Horus is a versatile, multi-platform workflow management system designed specifically for biomolecular modelling and computational life sciences. It aims to simplify the creation, execution, and management of complex scientific workflows by offering an intuitive graphical interface and a robust Python API. 2. The platform's modular architecture allows for seamless integration with diverse computational tools and resources. This flexibility is achieved through the HorusAPI, which enables users to incorporate new functionalities easily, making Horus adaptable to the evolving needs of the scientific community. 3. Horus supports remote execution via SSH, allowing tasks to be dispatched to high-performance computing clusters. This feature enhances computational efficiency and resource management, making it suitable for large-scale simulations and analyses. 4. One of the standout features of Horus is its integrated 3D and 2D molecular visualizers. These tools provide interactive structure analysis capabilities, enhancing the interpretability of simulation results and making it easier for researchers to visualize complex biomolecular data. 5. Horus emphasizes reproducibility, scalability, and user-friendliness. Workflows are encapsulated in .flow files, which store block configurations and molecular data, ensuring that workflows are easily shareable and reproducible across different environments. 6. The system also supports integration with job scheduling systems like SLURM, further optimizing resource management. Users can configure blocks to submit multiple SLURM jobs concurrently, with real-time monitoring of job progress and status feedback. 7. Horus is highly extensible through its plugin system. Developers can create custom plugins to add new blocks, interfaces, and workflows. The Horus Plugin Repository facilitates the distribution and sharing of these plugins, enabling community-driven development. 8. Several key applications, including the EAPM lab tools, Nostrum Suite, and BioExcel BioBB workflows, have been successfully integrated into Horus. This demonstrates its utility in enhancing accessibility and reproducibility in various scientific software environments. 9. A notable use case is the protein engineering pipeline for the enzyme 5JD4. Horus enables the integration of multiple tools like ProteinMPNN, ESMFold, and rDock into a unified graphical environment, streamlining the entire protein engineering process. 10. Horus follows the FAIR principles to ensure that data, workflows, and plugins are Findable, Accessible, Interoperable, and Reusable. This commitment to standards supports the reproducibility and reuse of scientific research. 📜Paper: biorxiv.org/content/10.1101/… #Horus #WorkflowManager #BiomolecularModelling #ComputationalLifeSciences #Reproducibility #Visualization #Python #HPC #FAIRPrinciples

This was the first full test of the AUTO Engine v2: • Automation (aka workflow) is defined in a JSON with the actions (on & off-chain) and the transitions between them ⚙️ • That JSON gets published onchain via our WorkflowManager smart contract 📜 • Once published, any user can run it with their own prefs 🎯 Think of it as a master recipe, and each user cooks it their own way 🍳

Don't forget to join us for an educational session at #FedGIS2024 covering the capabilities of #ArcGIS Workflow Manager. We'll show you how to streamline your business processes and take your productivity to new heights! Learn more: esri.social/LwCb50QAKQF #WorkflowManager

Now @BSC_CNS researcher Bruno Kinoshita introduces the concept of #workflowmanager and will follow with an overview of Autosubmit, Cylc, ecFlow and #workflows in @esiwace #HPC #softwaredevelopment

There are the last 2 seats available for the 2-day Introduction to @nextflowio course. 🗓️25-26 September 🔗physalia-courses.org/courses… #Genomics #Bioinformatics #WorkflowManager #Pipeline @nf_core #RNAseq

Customer satisfaction is key to your business success. Manage and escalate customer issues as tickets with CICOD Workflow Manager Try for free - zcu.io/vs5W #CICOD #WorkflowManager #CustomerSatisfaction #Escalations

Attention all #Informatica experts! Apply at - beyondhumanresource.com/jobs… #dataintegration #ETL #hiring #BHRCode #BHR #Beyondhumanresource #bestcompanytoworkwith #PowerCenter #Informaticaenvironment #transform #load #RepositoryManager #WorkflowManager #InformaticaAdministrator

Get a handle on your team's tasks with CICOD Workflow Manager. Try it out now and see the difference it makes! Get started for free zcu.io/vs5W #automation #workflowtool #generalmanager #operationsmanager #businessmanager #workflowmanager #insurance

Manage your team's work easily with CICOD Workflow Manager Click the link below to Try for FREE for 30 days zcu.io/UOHi #workflowtool #remotework #workflowmanager #teammanagement

احنا نرقع بالصوت بقا, بروجكت ويسخ #WorkFlowManager #WFM

Cylc Flow 8.0b3 released. It is the last beta release before Cylc 8.0! 🥳🥂🎉 cylc.discourse.group/t/cylc-… #opensource #python #workflowmanager #sciworkflows #cylc #jupyterlab #jupyter #vue #vuejs #javascript

Reading about other workflow managers this week. Arvados is the first where I saw a page about HIPAA compliance 👏 arvados.org/compliance/ #opensource #sciworkflows #workflowmanager #security #netsec

#opensource #cylc #python #sciworkflows #graph #programming #workflowmanager cc @niwa_nz

So how do people feel about zsh instead of the normal bash? I just heard of it and I wonder if I should use it, but would that affect #reproducibility in my workflow? 💻 #bioinformatics #sciworkflows #workflowmanager

WorkflowManagerどころか、Managerという名前のクラスを見つけてしまい頭を抱えたことがある。しかも持っているメソッドの名前がsetData。

Check Workflow Manager Considerations and Learn how to install and configure Workflow Manager for SharePoint 2016 👇👇 spgeeks.devoworx.com/configu… deBUG.to @devoworx #SharePoint2016 #workflow #workflowmanager @deBUGCommunity

解説スライドを付けました。よろしければこちらもどうぞ。 WorkflowManagerは実在します。

今度 WorkflowManager クラスっていう God Object を作ってみようかなw

WorkFlowManagerは実在する #すえなみチャンス暑気払い

RT @KirkDBorne The #LambdaBook #Workflows help you easily convert #notebooks into executable #Docker containers and run them as part of #workflows. More on: bit.ly/2M6msJk #DataLake #DataScience #MachineLearning #DataStore #CodeStore #WorkflowManager #MultiCloud