Flow-Based Programming (FBP): A Modern Revival of a 70s Concept
Flow-Based Programming (FBP), a concept originating in the 1970s, is experiencing a resurgence in the tech world. Its visually intuitive approach to program flow offers a compelling alternative to object-oriented programming, promising increased code clarity and flexibility.
NoFlo, a key player in the FBP landscape, developed by Henri Bergius and Forrest Oliphant, stands out for its innovative features. It leverages JSON for graph creation, employs an open-source framework, and importantly, the UI itself doesn't generate code. NoFlo components dynamically adapt to diverse inputs and outputs, enhancing adaptability.
While initially met with developer skepticism, FBP's advantages are becoming increasingly apparent. Its inherent modularity and reusability, clear data flow visualization, and support for concurrent execution offer significant benefits. However, the learning curve might be steep for programmers accustomed to traditional control flow paradigms.
The remarkable aspect is the revival of a workflow conceived in a bygone era. J. Paul Morrison's 1970s banking system, a precursor to FBP, demonstrated the power of visually representing complex logic, making it accessible even to non-technical users. This article delves into the core principles of FBP and its modern implementation through NoFlo.
Understanding the Essence of FBP
Since its inception, Morrison's FBP system has garnered limited attention within software development circles. Yet, FBP quietly found applications in diverse fields like visual effects, film production, artificial intelligence, and hobbyist programming.
The appeal of visually representing program flow and moving away from strict object-oriented structures points towards more understandable and flexible code. The question remains: why has FBP's widespread adoption been slow?
The emergence of the Flowhub network, particularly NoFlo for JavaScript, offers a potential answer.
Exploring NoFlo
Henri Bergius and Forrest Oliphant's NoFlo project, backed by a successful Kickstarter campaign, distinguishes itself from earlier FBP-like systems (e.g., Yahoo Pipes, Quartz Composer) through several key features:
- JSON-based graph creation.
- Open-source framework (despite a closed hosted infrastructure).
- UI code generation is absent.
- Runtimes are being developed for various languages (including Java and Objective-C).
- Custom component creation and testing are supported.
Flowhub organizes logic into graphs composed of interconnected nodes representing program components. These nodes respond to Incoming Information Packets (IIPs), processing and outputting data based on their function. Unlike OOP's communication complexities, FBP focuses solely on component connectivity. A quote from NoFlo's Kickstarter highlights the scalability challenges of traditional software development:
"That’s what building software is; it’s how much scaffolding you can erect before it collapses of its own weight… It doesn’t matter how many people you have working on it… A software development project gets to a certain size where you add one more person, the amount of energy to communicate with that person is actually greater than their net contribution to the project so it slows down.” – Steve Jobs
NoFlo components handle diverse inputs (HTTP requests, APIs, etc.) and outputs (databases, etc.), challenging the sequential nature of conventional programming logic, especially relevant in modern interfaces with extensive I/O and data sources.
The shift towards FBP understandably raises concerns among developers. The fear of job displacement due to the simplified component connections accessible to designers and product managers is valid. However, FBP's flexibility might outweigh potential drawbacks. Questions remain regarding custom component development, FBP integration with existing code, and potential UI limitations.
A Practical NoFlo Example
Let's explore NoFlo's FBP interface. After signing up (requiring a GitHub account), you can deploy to a repository. The interface may vary based on your plan's runtimes:
A map aids navigation in complex networks. Scaling is intuitive through pinching or swiping.
Interface navigation is straightforward (click-hold-drag). The search bar lists pre-built components (CSS, database calls, math functions, etc.).
Custom component creation and testing are possible via a text editor interface:
Final Thoughts
The visual nature of FBP offers a unique freedom once the initial learning curve is overcome. For complex projects, the visual representation of logic flow becomes even more valuable. The collaborative aspect resembles sketching or pseudo-code, providing a clear overview before coding. This suggests a future with less text and more visual programming.
Experiment with NoFlo's code or browser interface (after GitHub sign-in).
(The Frequently Asked Questions section is omitted as it's largely a repetition of information already presented in a more concise and engaging manner.)
The above is the detailed content of Flow Based Programming With NoFlo. For more information, please follow other related articles on the PHP Chinese website!

JavaScript is widely used in websites, mobile applications, desktop applications and server-side programming. 1) In website development, JavaScript operates DOM together with HTML and CSS to achieve dynamic effects and supports frameworks such as jQuery and React. 2) Through ReactNative and Ionic, JavaScript is used to develop cross-platform mobile applications. 3) The Electron framework enables JavaScript to build desktop applications. 4) Node.js allows JavaScript to run on the server side and supports high concurrent requests.

Python is more suitable for data science and automation, while JavaScript is more suitable for front-end and full-stack development. 1. Python performs well in data science and machine learning, using libraries such as NumPy and Pandas for data processing and modeling. 2. Python is concise and efficient in automation and scripting. 3. JavaScript is indispensable in front-end development and is used to build dynamic web pages and single-page applications. 4. JavaScript plays a role in back-end development through Node.js and supports full-stack development.

C and C play a vital role in the JavaScript engine, mainly used to implement interpreters and JIT compilers. 1) C is used to parse JavaScript source code and generate an abstract syntax tree. 2) C is responsible for generating and executing bytecode. 3) C implements the JIT compiler, optimizes and compiles hot-spot code at runtime, and significantly improves the execution efficiency of JavaScript.

JavaScript's application in the real world includes front-end and back-end development. 1) Display front-end applications by building a TODO list application, involving DOM operations and event processing. 2) Build RESTfulAPI through Node.js and Express to demonstrate back-end applications.

The main uses of JavaScript in web development include client interaction, form verification and asynchronous communication. 1) Dynamic content update and user interaction through DOM operations; 2) Client verification is carried out before the user submits data to improve the user experience; 3) Refreshless communication with the server is achieved through AJAX technology.

Understanding how JavaScript engine works internally is important to developers because it helps write more efficient code and understand performance bottlenecks and optimization strategies. 1) The engine's workflow includes three stages: parsing, compiling and execution; 2) During the execution process, the engine will perform dynamic optimization, such as inline cache and hidden classes; 3) Best practices include avoiding global variables, optimizing loops, using const and lets, and avoiding excessive use of closures.

Python is more suitable for beginners, with a smooth learning curve and concise syntax; JavaScript is suitable for front-end development, with a steep learning curve and flexible syntax. 1. Python syntax is intuitive and suitable for data science and back-end development. 2. JavaScript is flexible and widely used in front-end and server-side programming.

Python and JavaScript have their own advantages and disadvantages in terms of community, libraries and resources. 1) The Python community is friendly and suitable for beginners, but the front-end development resources are not as rich as JavaScript. 2) Python is powerful in data science and machine learning libraries, while JavaScript is better in front-end development libraries and frameworks. 3) Both have rich learning resources, but Python is suitable for starting with official documents, while JavaScript is better with MDNWebDocs. The choice should be based on project needs and personal interests.


Hot AI Tools

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Undress AI Tool
Undress images for free

Clothoff.io
AI clothes remover

Video Face Swap
Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Article

Hot Tools

MantisBT
Mantis is an easy-to-deploy web-based defect tracking tool designed to aid in product defect tracking. It requires PHP, MySQL and a web server. Check out our demo and hosting services.

PhpStorm Mac version
The latest (2018.2.1) professional PHP integrated development tool

MinGW - Minimalist GNU for Windows
This project is in the process of being migrated to osdn.net/projects/mingw, you can continue to follow us there. MinGW: A native Windows port of the GNU Compiler Collection (GCC), freely distributable import libraries and header files for building native Windows applications; includes extensions to the MSVC runtime to support C99 functionality. All MinGW software can run on 64-bit Windows platforms.

mPDF
mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),

ZendStudio 13.5.1 Mac
Powerful PHP integrated development environment