


How can I dynamically update an HTML template with real-time data streamed from a Flask view?
Nov 29, 2024 am 07:50 AMStream Data into a Dynamically Updated HTML Template
Problem:
Generating and streaming data in real-time from a Flask view, we want to display it dynamically within a formatted HTML template.
Answer:
Streaming data within a Flask response is possible, however, it's not feasible to update client-side content directly. To achieve desired, utilize JavaScript and the following methods:
Using XMLHttpRequest:
- Perform an XMLHttpRequest request to fetch streamed data from the endpoint.
- Implement a polling mechanism (e.g., setInterval) to check for new data.
- When new data is received, parse and display it in the HTML (e.g., using DOM manipulation).
- Continuously handle data until the stream ends (or display a completion message).
# Server-side Flask code @app.route("/stream") def stream(): def generate(): for i in range(500): yield "{}\n".format(sqrt(i)) sleep(1) return app.response_class(generate(), mimetype="text/plain") # Client-side JavaScript var timer = setInterval(function() { // Handle new data if (xhr.readyState == XMLHttpRequest.DONE) { clearInterval(timer); } }, 1000);
Using an
- Render an initial HTML page with an
- Send streaming HTML (including CSS and content) within Flask's stream_with_context decorator.
- Use render_template_string or a separate template file to generate HTML fragments inside the stream.
# Server-side Flask code @app.route("/stream") def stream(): @stream_with_context def generate(): yield render_template_string('<link rel=stylesheet href="{{ url_for("static", filename="stream.css") }}">') for i in range(500): yield render_template_string("<p>{{ i }}: {{ s }}</p>\n", i=i, s=sqrt(i)) sleep(1) return app.response_class(generate())
<!-- Client-side HTML --> <iframe src="{{ url_for("stream") }}"></iframe>
Note:
- XMLHttpRequest offers finer control but requires more complex client-side logic.
- iframes are simpler to implement, but have limitations such as resource separation and potentially disruptive styling.
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