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DevSquad In a Day

Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.

Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.

Sept 2021

Target audience

  • Software Engineers
  • Data Engineers
  • Data Architects

Abstracts

Workshop

In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.

'Solution Architecture'

Lab Instructions

  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.

  2. Follow the Hands-On Lab instructions.

Azure services and related products

  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2

Help & Support

We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.

Having trouble?

  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.

If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.

Please allow 5 - 10 business days for review and resolution of issues.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

About

DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.

Topics

azuredataopsdevops

Resources

Readme
MIT license

Code of conduct

Code of conduct

Contributing

Contributing

Security policy

Security policy
Activity
Custom properties

Stars

38 stars

Watchers

6 watching

Forks

23 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
DevSquad In a Day
Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.
Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.
Sept 2021
Target audience
  • Software Engineers
  • Data Engineers
  • Data Architects
Abstracts
Workshop
In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.
'Solution Architecture'
Lab Instructions
  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.
  2. Follow the Hands-On Lab instructions.
Azure services and related products
  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2
Help & Support
We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.
Having trouble?
  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.
If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.
Please allow 5 - 10 business days for review and resolution of issues.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.
About
DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.
Topics
azuredataopsdevops
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
38 stars
Watchers
6 watching
Forks
23 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
DevSquad In a Day
Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.
Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.
Sept 2021
Target audience
  • Software Engineers
  • Data Engineers
  • Data Architects
Abstracts
Workshop
In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.
'Solution Architecture'
Lab Instructions
  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.
  2. Follow the Hands-On Lab instructions.
Azure services and related products
  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2
Help & Support
We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.
Having trouble?
  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.
If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.
Please allow 5 - 10 business days for review and resolution of issues.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.
About
DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.
Topics
azuredataopsdevops
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
38 stars
Watchers
6 watching
Forks
23 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
DevSquad In a Day
Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.
Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.
Sept 2021
Target audience
  • Software Engineers
  • Data Engineers
  • Data Architects
Abstracts
Workshop
In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.
'Solution Architecture'
Lab Instructions
  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.
  2. Follow the Hands-On Lab instructions.
Azure services and related products
  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2
Help & Support
We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.
Having trouble?
  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.
If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.
Please allow 5 - 10 business days for review and resolution of issues.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.
About
DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.
Topics
azuredataopsdevops
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
38 stars
Watchers
6 watching
Forks
23 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
DevSquad In a Day
Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.
Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.
Sept 2021
Target audience
  • Software Engineers
  • Data Engineers
  • Data Architects
Abstracts
Workshop
In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.
'Solution Architecture'
Lab Instructions
  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.
  2. Follow the Hands-On Lab instructions.
Azure services and related products
  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2
Help & Support
We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.
Having trouble?
  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.
If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.
Please allow 5 - 10 business days for review and resolution of issues.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.
About
DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.
Topics
azuredataopsdevops
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
38 stars
Watchers
6 watching
Forks
23 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
DevSquad In a Day
Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.
Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.
Sept 2021
Target audience
  • Software Engineers
  • Data Engineers
  • Data Architects
Abstracts
Workshop
In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.
'Solution Architecture'
Lab Instructions
  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.
  2. Follow the Hands-On Lab instructions.
Azure services and related products
  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2
Help & Support
We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.
Having trouble?
  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.
If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.
Please allow 5 - 10 business days for review and resolution of issues.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.
About
DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.
Topics
azuredataopsdevops
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
38 stars
Watchers
6 watching
Forks
23 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
DevSquad In a Day
Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.
Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.
Sept 2021
Target audience
  • Software Engineers
  • Data Engineers
  • Data Architects
Abstracts
Workshop
In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.
'Solution Architecture'
Lab Instructions
  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.
  2. Follow the Hands-On Lab instructions.
Azure services and related products
  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2
Help & Support
We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.
Having trouble?
  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.
If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.
Please allow 5 - 10 business days for review and resolution of issues.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.
About
DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.
Topics
azuredataopsdevops
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
38 stars
Watchers
6 watching
Forks
23 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); }
})();
})();

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DevSquad In a Day
Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.
Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.
Sept 2021
Target audience
  • Software Engineers
  • Data Engineers
  • Data Architects
Abstracts
Workshop
In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.
'Solution Architecture'
Lab Instructions
  1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.
  2. Follow the Hands-On Lab instructions.
Azure services and related products
  • Azure DevOps
  • Azure Databricks
  • Azure Data Factory
  • Azure Data Lake Storage Gen2
Help & Support
We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.
Having trouble?
  • First, verify you have followed all written lab instructions (including the quickstart documents).
  • Next, submit an issue with a detailed description of the problem.
  • Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.
If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.
Please allow 5 - 10 business days for review and resolution of issues.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.
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DevSquad In a Day - DataOps. A hands-on lab for exercising DataOps practices on Azure.
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