Repository files navigation

Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


stability-experimentalGitHub Actions Workflow StatusCrates.ioCrates.ionpmnpmdocs.rsCodecovCrates.io

"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

About

Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

Resources

Stars

55 stars

Watchers

2 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Skip to content

Repository files navigation

Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


stability-experimentalGitHub Actions Workflow StatusCrates.ioCrates.ionpmnpmdocs.rsCodecovCrates.io

"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

About

Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

Resources

Stars

55 stars

Watchers

2 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Repository files navigation

Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


stability-experimentalGitHub Actions Workflow StatusCrates.ioCrates.ionpmnpmdocs.rsCodecovCrates.io

"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

About

Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

Resources

Stars

55 stars

Watchers

2 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Repository files navigation

Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


stability-experimentalGitHub Actions Workflow StatusCrates.ioCrates.ionpmnpmdocs.rsCodecovCrates.io

"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

About

Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

Resources

Stars

55 stars

Watchers

2 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content

Repository files navigation

Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


stability-experimentalGitHub Actions Workflow StatusCrates.ioCrates.ionpmnpmdocs.rsCodecovCrates.io

"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

About

Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

Resources

Stars

55 stars

Watchers

2 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Repository files navigation

Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


stability-experimentalGitHub Actions Workflow StatusCrates.ioCrates.ionpmnpmdocs.rsCodecovCrates.io

"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

About

Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

Resources

Stars

55 stars

Watchers

2 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Repository files navigation

Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


stability-experimentalGitHub Actions Workflow StatusCrates.ioCrates.ionpmnpmdocs.rsCodecovCrates.io

"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

About

Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

Resources

Stars

55 stars

Watchers

2 watching

Forks

Releases

Packages

Used by

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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Sim

"Sim" or "SimRS" is a discrete event simulation package that facilitates
Rust- and npm-based simulation products and projects

Sim Website | Sim Demo | Sim Docs


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"Sim" or "SimRS" is a discrete event simulation package that facilitates Rust- and npm-based simulation products and projects.

This repository contains:

  1. Random variable framework, for easy specification of stochastic model behaviors.
  2. Out-of-the-box models, for quickly building out simulations of dynamic systems with common modular components.
  3. Output analysis framework, for analyzing simulation outputs statistically.
  4. Simulator engine, for managing and executing discrete event simulations.
  5. Custom model macros, for seamlessly integrating custom models into simulations.

Sim is compatible with a wide variety of compilation targets, including WebAssembly. Sim does not require nightly Rust.

Table of Contents

Background

Simulation is a powerful tool for analyzing and designing complex systems. However, most simulators have steep learning curves, are proprietary, and suffer from limited portability. Sim aspires to reduce the time required to build new simulation products, complete simulation projects, and learn simulation fundamentals. Sim is open source and, by virtue of compilation target flexibility, relatively portable.

Install

For use in Rust code bases, leverage the package as a cargo dependency

[dependencies]
sim = "0.13"

For use as a WebAssembly module in a JavaScript/TypeScript code base, leverage the package as a npm dependency

npm i sim-rs

Usage

Rust simulations are created by passing Models and Connectors to Simulation's post constructor. WebAssembly simulations are defined in a declarative YAML or JSON format, and then ingested through WebSimulation's post_yaml or post_json constructors. Both models and connectors are required to define the simulation. For descriptions of the out-of-the-box models, see MODELS.md.

Simulations may be stepped with the step, step_n, and step_until methods. Input injection is possible with the inject_input method.

Analyzing simulations will typically involve some combination of processing model records, collecting message transfers, and using output analysis tools. Analysis of IID samples and time series data are possible.

Please refer to the documentation at https://docs.rs/sim. Also, the test simulations are a good reference for creating, running, and analyzing simulations with Sim.

Contributing

Issues, feature requests, and pull requests are always welcome!

License

This project is licensed under either of Apache License, Version 2.0 or MIT License at your option.

Apache License, Version 2.0

MIT License

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in sim by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

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Sim provides a discrete event simulation engine, to facilitate Rust- and npm-based simulation products and projects

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