Sando: An Extensible Local Code Search Framework
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Sando is a local code search tool for Visual Studio that handles multi-word queries, ranks results, and handles inexact matches. It was created using state-of-the-art research to provide better search support than existing tools. Sando is an extensible framework that allows researchers to investigate sub-tasks like searching new languages, changing the splitter or ranking scheme, and reusing supporting code.
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![Motivation: Search Support Needed
• 40/48 maintenance
tasks begin with search
[ko et al. ‘06]
• “Finding initial focus
points” as 1 of 4
categories [sillito et al. ‘06]
• 9/12 searched in first 12
steps [shepherd et al. ‘12]](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)
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Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
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I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
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Sando: An Extensible Local Code Search Framework
- 1. Sando An Extensible Local Code Search Framework David Shepherd Kostadin Damevski Bartosz Ropski Thomas Fritz
- 2. Motivation: Search Support Needed • 40/48 maintenance tasks begin with search [ko et al. ‘06] • “Finding initial focus points” as 1 of 4 categories [sillito et al. ‘06] • 9/12 searched in first 12 steps [shepherd et al. ‘12]
- 3. <Video of searching…> Some people, when confronted with a problem, think "I know, I'll use regular expressions." Now they have two problems. -Jamie Zawinski
- 4. Motivation: Better Search Support Needed • Multi-word queries difficult • Ranking non-existent • Fails on inexact matches
- 5. Our Answer: Sando Search Tool • Handles Multi-word queries • Ranks results • Handles inexact matches We leveraged state-of-the-art research to create Sando, a local code search tool for Visual Studio
- 7. Motivation: Search Platform index splitter C# parser document creation Need for open source implementation(s)… Let’s make our implementations available to other researchers!
- 8. Sando: Extensible Framework Investigate your favorite sub-task Reuse our field-tested supporting code
- 9. Sando: Extensible Framework Search a new language Try a better splitter Rank search results according Change query to any arbitrary weights or search scheme terms Investigate your favorite sub-task Reuse our field-tested supporting code
- 11. Conclusion • Sando is a free, open source code search tool • Sando not a regex search, avoiding many pitfalls • Iteratively refine ideas on real code, real users with Sando
- 13. What About TraceLab? Complementary! TraceLab focuses on lab studies, Sando on user studies. Screen Capture 11/8/2012
Editor's Notes
- Transition: regexs failRe-order the points here
- Re-ranker?
- Make the final point broader