


How to Effectively Display Real-time Streamed Data from a Flask View?
Dec 05, 2024 am 10:26 AMHow to Display Streamed Data from a Flask View
One common task in web development is to display data that is generated in real time. This data can come from a variety of sources, such as a database, a sensor, or a machine learning model.
In Flask, you can stream data from a view using the yield keyword. This allows you to send data to the client in chunks, rather than waiting for the entire response to be generated. This can be useful for displaying data that is too large to fit in memory, or for displaying data that is constantly changing.
However, one challenge with streaming data is that you can't dynamically update the HTML template as the data is sent. The template is rendered once on the server side, and then sent to the client. This means that you can't use JavaScript to update the template in real time.
There are two main ways to solve this problem:
- Use JavaScript to read the streamed response and output the data on the client side. This introduces complexity, but it allows updating the page directly and gives complete control over what the output looks like.
- Use an iframe to display the streamed HTML output. This is a simpler solution, but it has some downsides. The iframe is a separate document, which increases resource usage. Since it's only displaying the streamed data, it might not be easy to style it like the rest of the page. It can only append data, so long output will render below the visible scroll area. It can't modify other parts of the page in response to each event.
Here are some examples of how to implement both solutions:
Using JavaScript to update the page directly
<script> var xhr = new XMLHttpRequest(); xhr.open('GET', '/stream'); xhr.send(); xhr.onload = function() { if (xhr.status === 200) { var data = xhr.responseText; // Update the page with the new data } }; </script>
Using an iframe to display the streamed HTML output
<iframe src="/stream"></iframe>
The best solution for you will depend on your specific requirements. If you need to update the page directly and have complete control over the output, then using JavaScript is the best option. If you need a simpler solution or if you don't need to update the page directly, then using an iframe is a good choice.
The above is the detailed content of How to Effectively Display Real-time Streamed Data from a Flask View?. For more information, please follow other related articles on the PHP Chinese website!

Hot AI Tools

Undress AI Tool
Undress images for free

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Clothoff.io
AI clothes remover

Video Face Swap
Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Article

Hot Tools

Notepad++7.3.1
Easy-to-use and free code editor

SublimeText3 Chinese version
Chinese version, very easy to use

Zend Studio 13.0.1
Powerful PHP integrated development environment

Dreamweaver CS6
Visual web development tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Hot Topics

PlacingtagsatthebottomofablogpostorwebpageservespracticalpurposesforSEO,userexperience,anddesign.1.IthelpswithSEObyallowingsearchenginestoaccesskeyword-relevanttagswithoutclutteringthemaincontent.2.Itimprovesuserexperiencebykeepingthefocusonthearticl

Event capture and bubble are two stages of event propagation in DOM. Capture is from the top layer to the target element, and bubble is from the target element to the top layer. 1. Event capture is implemented by setting the useCapture parameter of addEventListener to true; 2. Event bubble is the default behavior, useCapture is set to false or omitted; 3. Event propagation can be used to prevent event propagation; 4. Event bubbling supports event delegation to improve dynamic content processing efficiency; 5. Capture can be used to intercept events in advance, such as logging or error processing. Understanding these two phases helps to accurately control the timing and how JavaScript responds to user operations.

The main difference between ES module and CommonJS is the loading method and usage scenario. 1.CommonJS is synchronously loaded, suitable for Node.js server-side environment; 2.ES module is asynchronously loaded, suitable for network environments such as browsers; 3. Syntax, ES module uses import/export and must be located in the top-level scope, while CommonJS uses require/module.exports, which can be called dynamically at runtime; 4.CommonJS is widely used in old versions of Node.js and libraries that rely on it such as Express, while ES modules are suitable for modern front-end frameworks and Node.jsv14; 5. Although it can be mixed, it can easily cause problems.

JavaScript's garbage collection mechanism automatically manages memory through a tag-clearing algorithm to reduce the risk of memory leakage. The engine traverses and marks the active object from the root object, and unmarked is treated as garbage and cleared. For example, when the object is no longer referenced (such as setting the variable to null), it will be released in the next round of recycling. Common causes of memory leaks include: ① Uncleared timers or event listeners; ② References to external variables in closures; ③ Global variables continue to hold a large amount of data. The V8 engine optimizes recycling efficiency through strategies such as generational recycling, incremental marking, parallel/concurrent recycling, and reduces the main thread blocking time. During development, unnecessary global references should be avoided and object associations should be promptly decorated to improve performance and stability.

There are three common ways to initiate HTTP requests in Node.js: use built-in modules, axios, and node-fetch. 1. Use the built-in http/https module without dependencies, which is suitable for basic scenarios, but requires manual processing of data stitching and error monitoring, such as using https.get() to obtain data or send POST requests through .write(); 2.axios is a third-party library based on Promise. It has concise syntax and powerful functions, supports async/await, automatic JSON conversion, interceptor, etc. It is recommended to simplify asynchronous request operations; 3.node-fetch provides a style similar to browser fetch, based on Promise and simple syntax

The difference between var, let and const is scope, promotion and repeated declarations. 1.var is the function scope, with variable promotion, allowing repeated declarations; 2.let is the block-level scope, with temporary dead zones, and repeated declarations are not allowed; 3.const is also the block-level scope, and must be assigned immediately, and cannot be reassigned, but the internal value of the reference type can be modified. Use const first, use let when changing variables, and avoid using var.

JavaScript data types are divided into primitive types and reference types. Primitive types include string, number, boolean, null, undefined, and symbol. The values are immutable and copies are copied when assigning values, so they do not affect each other; reference types such as objects, arrays and functions store memory addresses, and variables pointing to the same object will affect each other. Typeof and instanceof can be used to determine types, but pay attention to the historical issues of typeofnull. Understanding these two types of differences can help write more stable and reliable code.

DOM traversal is the basis of web page element operation. Common methods include: 1. Use parentNode to obtain the parent node, and can be chained to find it upward; 2. children return a collection of child elements, accessing the first or end child elements through the index; 3. nextElementSibling obtains the next sibling element, and combines previousElementSibling to realize the same-level navigation. Practical applications such as dynamically modifying structures, interactive effects, etc., such as clicking the button to highlight the next brother node. After mastering these methods, complex operations can be achieved through combination.
