core-components | Alfa-Bank UI library

I am trying to learn Dash Cytoscape and wanted to perform the following: generate a graph with network, apply a fruchterman-reingold algorithm to position the nodes, convert the data to the cytoscape format and display it in a Dash app. Here is the code:

I am rendering a scattermapbox using plotly in my Flask / Dash Application. I have set a default zoom level and lat,long coords. As the user pans the map via the plotly interface and changes the zoom level, I'd like to update the map with points and data layer.

Here's some code for reference:

Is there anything in Dash world that gives a nice interface for inputting datetimes/timedeltas (doesnt matter what type, np, pd, dt etc)? I can only find code that really supports dates currently https://dash.plotly.com/dash-core-components/datepickersingle. I am trying to create a plotting tool for real time sensor data, at the moment it runs in "streaming mode" with a set lookback, this just updates an animated graph every 2 seconds and "rolls" across the screen. I would also like to have a historical look and be able to set the start and end datetimes on the call to the database.

I made the mistake of updating a package near the end of a project that utilized the dash core components (to get a feature to work). The project has stopped working. According to this site it states it is dependent on dash, but fails to work with the latest version of dash if I understand correctly. Is there an easy way to get these packages to work again?

https://pypi.org/project/dash-core-components/2.0.0/

Packages I was using:

so I am working with relatively large arrays (size (13, 8192)) to plot some Figures on a website. It has already been implemented like this, so changes are difficult to make.

As I am running out of memory using the local storage of the browser, I have to use directly a given complex NumPy array and then split it into the real and imaginary parts in another Callback. The problem is that I can't JSON serialize complex-like arrays. Does someone know what can I do to "save" this sort of array using the dcc.Store component of Dash? Thanks in advance.

Here is an example of the code (it is a really short version of it).

For my Dash app, I want to create a navigation bar that has links to the different pages but also additional stuff, e.g. the currently logged in user, and logos and stuff.

However, I unfortunately cannot use pages (Like in the "Navbar" example in dbc) since the WebApp has to be hosted as a single-url app inside another tool. My only option is to got with dcc.Tabs. However, it looks to me like dcc.Tabs forces a newline behind the Tabs. I tried different things to prevent that, but nothing seems to be working. The best I got so far is the example below. How do I make it so that the text is in the same row as the Tabs element?

I am trying to center a dcc.input text field to the middle of the screen, however the solutions found here: Plotly Dash center dcc.Input text field nor the https://dash.plotly.com/dash-core-components/input page has proven to fix the problem. My code is:

My question is the same as this one that is how to limit selected number of checkboxes but I wanted this feature for the checklist in Dash provided by plotly. I have read the official documentation but can't find anything useful.

Thanks for the help in advance.

I am trying to output json data from a pandas dataframe directly into dcc.store (plotly-dash component), which is the output with id 'intermediate-value'. So, I made a dictionary, and I dumped the JSON. I keep getting this error: