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apidays
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Three things you will take away from the session: • How to run an effective tenant-to-tenant migration • Best practices for before, during, and after migration • Tips for using migration as a springboard to prepare for Copilot in Microsoft 365 Main ideas: Migration Overview: The presentation covers the current reality of cross-tenant migrations, the triggers, phases, best practices, and benefits of a successful tenant migration Considerations: When considering a migration, it is important to consider the migration scope, performance, customization, flexibility, user-friendly interface, automation, monitoring, support, training, scalability, data integrity, data security, cost, and licensing structure Next Wave: The next wave of change includes the launch of Copilot, which requires businesses to be prepared for upcoming changes related to Copilot and the cloud, and to consolidate data and tighten governance ShareGate: ShareGate can help with pre-migration analysis, configurable migration tool, and automated, end-user driven collaborative governance
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sammart93
Corporate and higher education. Two industries that, in the past, have had a clear divide with very little crossover. The difference in goals, learning styles and objectives paved the way for differing learning technologies platforms to evolve. Now, those stark lines are blurring as both sides are discovering they have content that’s relevant to the other. Join Tammy Rutherford as she walks through the pros and cons of corporate and higher ed collaborating. And the challenges of these different technology platforms working together for a brighter future.
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Explore how multimodal embeddings work with Milvus. We will see how you can explore a popular multimodal model - CLIP - on a popular dataset - CIFAR 10. You use CLIP to create the embeddings of the input data, Milvus to store the embeddings of the multimodal data (sometimes termed “multimodal embeddings”), and we will then explore the embeddings.
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Tracing the root cause of a performance issue requires a lot of patience, experience, and focus. It’s so hard that we sometimes attempt to guess by trying out tentative fixes, but that usually results in frustration, messy code, and a considerable waste of time and money. This talk explains how to correctly zoom in on a performance bottleneck using three levels of profiling: distributed tracing, metrics, and method profiling. After we learn to read the JVM profiler output as a flame graph, we explore a series of bottlenecks typical for backend systems, like connection/thread pool starvation, invisible aspects, blocking code, hot CPU methods, lock contention, and Virtual Thread pinning, and we learn to trace them even if they occur in library code you are not familiar with. Attend this talk and prepare for the performance issues that will eventually hit any successful system. About authorWith two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.
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Django The Fun Framework
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This talk is about Django, my favourite web framework. I’m Emil Stenström, I work for a company called Valtech, and we are looking for developers. Please e‐mail emil.stenstrom@valtech.se if you are interested.
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I have tried these tools, but none of them really made me love working with them.
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This is how Django works, and this is really all you need to know about Django’s inner workings. The blue boxes are what things are called, the purple ones is a try to be more concrete in what they mean. Lets go through each box.
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This is a full url configuraLon file. To the leM you have a list of regular expressions, to the right you have a list of funcLons to run when an URL matches that regexp. Every pair of parentesis inside the regexps are variables that are sent as arguments to the view.
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And this is a view. But you can’t have html in the code like that can you?
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BeUer send your informaLon to a template like this. You can send any number of variables, of any type, to your template.
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And this is how the template looks. Use dot‐syntax to access properLes, and for‐loops to access things in lists. Pipe chars, |, can be used for filter variables (in this case ”upper” is a filter) and django comes with a very good list of default filters.
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And this is the rendered HTML. But we have missed one step now, haven’t we? The model...
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The model! This is what you need to do to store informaLon about a person. Just list the fields you want, there are many field types to choose from. When you’re done, go to the console and type the line at the boUom. Voilá, your model is ready to use...
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This is how you use your model. The all() funcLon is just one of many ways to access model objects.
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Another way is get(), which fetches a specific field for your based on the parameters you send to it. The name parameter comes from the url config. Remember the parentesis?
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So that’s it, now you know everything you need to know about django’s funcLonallity. But now we’ve only talked about output. How do you insert data into the database then?
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By using Djangos automaLc interface. It looks at your model and just renders an interface based on that informaLon. This interface is also highly configurable. Click on Books.
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Clicked ”the Django Book”.
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Based on the model the admin also knows how to render the controls for that field. Nice, isn’t it? But what if you don’t want to use the admin, for instance if you need a comment field?
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So this is how you make a form in django. Looks preUy similar to how you create a model right?
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Well, a liUle too similar. So this is how you can automaLcally generate it from a model if you want to.
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And this is how you process that form in a view. The # is a comment, and also the place where you decide what you want to do with your data. Send an e‐mail? Save it to the database?
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This is how you render a form. The as_p funcLon renders it as <p> tags. You can also choose to render it as a unordered list (as_ul) or as a table (as_table). How bad is the code generated then?
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Not bad at all. It has all the liUle quicks interface developers want it to have. You like it?
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Yes, it does perform. Don’t be afraid of python, your database is much slower than python is. So you should instead concentrate in lemng the database work as liUle as possible. How?
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By using caching. Python has four levels of caching, and the first one is on the site level. These two lines in the semngs file enables cache on all pages without get and post parameters.
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If that’s too rough you can also cache on the view level. The cache_page thingie takes the number of seconds to cache.
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And if that’s too rough you can do it on the template level instead. The string aMer the number of seconds is just a name that idenLfies this cached block.
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Or if you really like the gory details, you can go right at the core of things. Django gives you geUers and seUers directly at the cache that you can use from your views. All of these caching backends goes against the same backend, a semng. Supported backends are Memcached, File system, Database, Memory and a couple of strange ones.
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I could talk all night about the different parts of django, but I won’t. Just trust me that they are as good as what you’ve seen this far. So now you probably wonder, what sites use Django?
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The last two onces are my own projects. Boktraven is not done yet, and I’m building an intranet for Valtech that’s obviously not accessible from the outside. You would have liked that wouldn’t you? Over all, I would like more big sites to use Django, it would make it easier to convince clients to use it. So what do I think about Django, what are my opinions about it?
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Well, it’s uncomfortable at first.
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But then you realize that it’s actually quite easy to use.
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But the real reason for using Django is because it’s fun. I haven’t felt that about any other product or framework I’ve tried. This is the reason why I’m holding this presentaLon tonight. I would never have held it about Sharepoint.
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One of the best things about Django is its documentaLon. It rocks. Really.
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Also, it’s much more hip than Rails.
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HosLng is sLll a problem. Although the few hosts that support it does it well (Compare with the sea view below).
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Django is also under acLve development, and new features are based on real needs, not a need to write a “complete framework”. A framework that concentrates on solving your problems quickly, that’s Django.
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