BranchesTags

Repository files navigation

🫀Metabolic: dbt for Streaming Data Mesh

Github Actions BadgeLatest Release

What's metabolic?

Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.

With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.

📚 Learn more at docs.getmetabolic.io

Running metabolic

To run a simple job in batch

./metabolic.sh run example.conf

To run reload all the history

./metabolic.sh run --full-refresh example.conf

To run it in streaming

./metabolic.sh run --streaming example.conf

Contributing

Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!

👉 Check out the contribution guide for more info.

About

Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh

Resources

Readme
Apache-2.0 license
Activity
Custom properties

Stars

14 stars

Watchers

0 watching

Forks

3 forks
Report repository

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
BranchesTags
Repository files navigation
🫀Metabolic: dbt for Streaming Data Mesh
Github Actions BadgeLatest Release
What's metabolic?
Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.
With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.
📚 Learn more at docs.getmetabolic.io
Running metabolic
To run a simple job in batch
./metabolic.sh run example.conf
To run reload all the history
./metabolic.sh run --full-refresh example.conf
To run it in streaming
./metabolic.sh run --streaming example.conf
Contributing
Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!
👉 Check out the contribution guide for more info.
About
Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh
Resources
Readme
Apache-2.0 license
Activity
Custom properties
Stars
14 stars
Watchers
0 watching
Forks
3 forks
Report repository
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
BranchesTags
Repository files navigation
🫀Metabolic: dbt for Streaming Data Mesh
Github Actions BadgeLatest Release
What's metabolic?
Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.
With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.
📚 Learn more at docs.getmetabolic.io
Running metabolic
To run a simple job in batch
./metabolic.sh run example.conf
To run reload all the history
./metabolic.sh run --full-refresh example.conf
To run it in streaming
./metabolic.sh run --streaming example.conf
Contributing
Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!
👉 Check out the contribution guide for more info.
About
Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh
Resources
Readme
Apache-2.0 license
Activity
Custom properties
Stars
14 stars
Watchers
0 watching
Forks
3 forks
Report repository
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
BranchesTags
Repository files navigation
🫀Metabolic: dbt for Streaming Data Mesh
Github Actions BadgeLatest Release
What's metabolic?
Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.
With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.
📚 Learn more at docs.getmetabolic.io
Running metabolic
To run a simple job in batch
./metabolic.sh run example.conf
To run reload all the history
./metabolic.sh run --full-refresh example.conf
To run it in streaming
./metabolic.sh run --streaming example.conf
Contributing
Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!
👉 Check out the contribution guide for more info.
About
Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh
Resources
Readme
Apache-2.0 license
Activity
Custom properties
Stars
14 stars
Watchers
0 watching
Forks
3 forks
Report repository
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
BranchesTags
Repository files navigation
🫀Metabolic: dbt for Streaming Data Mesh
Github Actions BadgeLatest Release
What's metabolic?
Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.
With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.
📚 Learn more at docs.getmetabolic.io
Running metabolic
To run a simple job in batch
./metabolic.sh run example.conf
To run reload all the history
./metabolic.sh run --full-refresh example.conf
To run it in streaming
./metabolic.sh run --streaming example.conf
Contributing
Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!
👉 Check out the contribution guide for more info.
About
Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh
Resources
Readme
Apache-2.0 license
Activity
Custom properties
Stars
14 stars
Watchers
0 watching
Forks
3 forks
Report repository
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
BranchesTags
Repository files navigation
🫀Metabolic: dbt for Streaming Data Mesh
Github Actions BadgeLatest Release
What's metabolic?
Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.
With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.
📚 Learn more at docs.getmetabolic.io
Running metabolic
To run a simple job in batch
./metabolic.sh run example.conf
To run reload all the history
./metabolic.sh run --full-refresh example.conf
To run it in streaming
./metabolic.sh run --streaming example.conf
Contributing
Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!
👉 Check out the contribution guide for more info.
About
Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh
Resources
Readme
Apache-2.0 license
Activity
Custom properties
Stars
14 stars
Watchers
0 watching
Forks
3 forks
Report repository
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
BranchesTags
Repository files navigation
🫀Metabolic: dbt for Streaming Data Mesh
Github Actions BadgeLatest Release
What's metabolic?
Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.
With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.
📚 Learn more at docs.getmetabolic.io
Running metabolic
To run a simple job in batch
./metabolic.sh run example.conf
To run reload all the history
./metabolic.sh run --full-refresh example.conf
To run it in streaming
./metabolic.sh run --streaming example.conf
Contributing
Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!
👉 Check out the contribution guide for more info.
About
Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh
Resources
Readme
Apache-2.0 license
Activity
Custom properties
Stars
14 stars
Watchers
0 watching
Forks
3 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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); }
})();
})();

Skip to content
BranchesTags
Repository files navigation
🫀Metabolic: dbt for Streaming Data Mesh
Github Actions BadgeLatest Release
What's metabolic?
Metabolic is a data tool for software developers to easily create and maintain an interface on top of their Data Domain. It enables iteration on technological decisions without compromising the reliability of dependent data applications — similar in spirit to contract testing for asynchronous services.
With Metabolic, you can safely add, modify, or deprecate columns, tables, and streams while maintaining service continuity for downstream consumers like BI dashboards, analytics tools, and machine learning workflows.
📚 Learn more at docs.getmetabolic.io
Running metabolic
To run a simple job in batch
./metabolic.sh run example.conf
To run reload all the history
./metabolic.sh run --full-refresh example.conf
To run it in streaming
./metabolic.sh run --streaming example.conf
Contributing
Want to help build Metabolic? Whether it's reporting issues, improving documentation, fixing bugs, writing tests, or contributing new features — we welcome your support!
👉 Check out the contribution guide for more info.
About
Developer centric data transformation for true tech & data ownership. DBT for Streaming Data Mesh
Resources
Readme
Apache-2.0 license
Activity
Custom properties
Stars
14 stars
Watchers
0 watching
Forks
3 forks
Report repository
Releases
Packages
Used by
Contributors
Languages