Implement the equivalent of abline (plot line using slope/intercept only) to add line to graph

Currently there seems to be no way to add a line to an existing graph (e.g. as a new trace) based on slope and intercept and without the necessity to find out the actual ranges of x and y axes of the figure.
All examples I have seen so far are based on using existing x values of dots in a scatter plot, calculating the corresponding y values for the line and adding those line segments in a new scatter plot trace.

But this has two huge disadvantages:

the y values have to get calculated for those x values (which may be a lot) or x values need to get selected
if a lot of segmets are calculated, the graph complexity increases a lot as well

But plotting a line based on just slope and intercept is probably the second most easy thing to do, so there should be a way to add a line that way.

The basic signature of the corresponding method or class could be similar to the corresponding R function:
ABline(a=intercept, b=slope, h=yforhorizontallines, v=xforverticallines)

Seconded. I am looking for way to draw an infinite line, and there doesn't seem to be any possible way to do so currently.

This would be really useful - this often comes up when the options for controlling the trendline through px.scatter don't enable retrieving the a + bx line we're trying to show.

I also second here. This functionality is just handy in many several cases. And ultimately, this is a simple vector, which should be easy to draw and scale. The px.scatter solutions over StackOverflow are basic "manual" rasterization. In other words, we are using raster images where vector images are perfectly acceptable and fine (and probably much faster and less data-intensive).

(and probably much faster and less data-intensive)

Extremely important aspect for java-script based renderers, where all the data points of that line have to get stored in the browser, instead of a single geometric object. In a large graph with high resolution the workaround is painfully inefficient.

The hvplot/Bokeh library has proper graph elements like line, circle etc for such things.

+1 on this issue.

I can add a sketch func that indirectly avoids "examples I have seen so far are based on using existing x values of dots in a scatter plot" - but it's certainly not suitable for production in its current form.

import plotly.express as px
import plotly.graph_objects as go


def add_abline(a: float, b: float, fig: go.Figure, inplace=False) -> go.Figure:
    x0, x1 = fig.full_figure_for_development(warn=False).layout.xaxis.range  # obv. avoid in production
    
    fig_out = px.line(
        x=[x0, x1],
        y=[a + b * x0, a + b * x1]
    )
    
    if inplace:
        fig_out = fig.add_traces(
            fig_out.data
        )
    return fig_out

I'd also much appreciate a library solution, Plotly team, if you read this :)

@gvwilson

Hi - we are tidying up stale issues and PRs in Plotly's public repositories so that we can focus on things that are still important to our community. Since this one has been sitting for a while, I'm going to close it; if it is still a concern, please add a comment letting us know what recent version of our software you've checked it with so that I can reopen it and add it to our backlog. If you'd like to submit a PR, we'd be happy to prioritize a review, and if it's a request for tech support, please post in our community forum. Thank you - @gvwilson

This is an unsolved issue and in comparison to other plotting libraries (e.g. matplotlib) a serious lack of functionality: please read the previous comments why.
In reality it is not just about lines but other kinds of curves or graphics primitives one may want to add to plot.

strongly agree, this is high prio and should not be closed

@johann-petrak

thanks @johann-petrak and @janosh - I'll reopen and add to our backlog but realistically it will be months before we can get to it. If either of you would like to submit a PR, I'll prioritize reveiw.

Add add_abline for drawing a line from slope and intercept

Navigation Menu

Repository navigation

Implement the equivalent of abline (plot line using slope/intercept only) to add line to graph #3166

Metadata

Assignees

Labels

Type

Projects

Milestone

Relationships

Development

Implement the equivalent of abline (plot line using slope/intercept only) to add line to graph #3166

Description

Activity

johnc1231 commented on Dec 8, 2021

brianstthomas commented on Sep 9, 2022

ceandrade commented on Mar 10, 2023

johann-petrak commented on Mar 10, 2023

j-at-ch commented on Jun 7, 2024

gvwilson commented on Jul 11, 2024

johann-petrak commented on Jul 11, 2024

janosh commented on Jul 11, 2024

gvwilson commented on Jul 11, 2024

Metadata

Metadata

Assignees

Labels

Type

Projects

Milestone

Relationships

Development

Issue actions