Library to plot and draw your data on web browser in html format with Python command
Home Page: https://github.com/Dessia-tech/plot_data
License: GNU Lesser General Public License v2.1
Plot Data is a Python library that allows to plot and draw interactive figures on your web browser. With Plot Data you will be able to draw:
Scatters:
Graphs:
Histograms:
Parallel plots:
Draws:
And put this all together in a Multiplot:
npm i plot-data
import * as plotdata from 'plot-data';
npm i
npm run dev
Python: https://documentation.dessia.tech/plot_data/python/
Typescript: https://documentation.dessia.tech/plot_data/typescript/
Check the changelog here
I'm submitting a ...
What is the current behavior?
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
Saving / Loading a configuration (coordinates, scaling, selected points, plot types, etc)
What is the motivation / use case for changing the behavior?
Possible fixes
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I'm submitting a ...
What is the current behavior?
There is no way of changing behavior of default settings from script
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
Maybe we should see if it is possible
What is the motivation / use case for changing the behavior?
Possible fixes
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I'm submitting a ...
What is the current behavior?
Plot_data selection possible with only associated_elements specified
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
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I'm submitting a ...
What is the current behavior?
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
Call a json file using a plot_data object through load_from_file()
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
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I'm submitting a ...
What is the current behavior?
Allow the user to display a log scale when plotting a Graph2D
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
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A nice feature would be to have a scatter matrix plot
I'm submitting a ...
What is the current behavior?
A parameter is discretized in 10 for its representation in the parallelplot. It often produces floating represented values for intialy interger numbers.
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
Possibility to specify the interval between two successive numbers in the graph.
What is the motivation / use case for changing the behavior?
Possible fixes
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I'm submitting a ...
What is the current behavior?
LineSegment2D is not displayed.
You can check it here. > plot_data/script/test_objects/primitive_group_test.py, by running this script.
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
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I'm submitting a ...
What is the current behavior?
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
Creating an object dedicated to representing graphs.
Some interesting features are :
What is the motivation / use case for changing the behavior?
Possible fixes
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I'm submitting a ...
What is the current behavior?
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
Create a function in standalone mode that writes selected points indices in a txt file.
What is the motivation / use case for changing the behavior?
Possible fixes
Please tell us about your environment:
elements = [{'name': 'CONFIG 1',
'length_pipe': 8.920698939198246,
'min_length_pipe': 0.7119027216330243,
'max_length_pipe': 1.4792896624259773,
'avg_length_pipe': 1.1150873673997808,
'mini_distance_between_block': 0.030000000000000082,
'maxi_distance_between_block': 0.13000000000000012},
{'name': 'CONFIG 2',
'length_pipe': 6.85902156118525,
'min_length_pipe': 0.41895064761469547,
'max_length_pipe': 1.3236557977320382,
'avg_length_pipe': 0.8573776951481562,
'mini_distance_between_block': 0.029681644159311606,
'maxi_distance_between_block': 0.6187083319303209},
{'name': 'CONFIG 3',
'length_pipe': 5.273043755389396,
'min_length_pipe': 0.1249460085369101,
'max_length_pipe': 0.9020225953545109,
'avg_length_pipe': 0.8573776951481562,
'mini_distance_between_block': 0.08944271909999157,
'maxi_distance_between_block': 0.33000000000000007}]
to_disp_attribute_names = ['name','length_pipe','min_length_pipe','max_length_pipe',
'avg_length_pipe','mini_distance_between_block',
'maxi_distance_between_block']
text_style = TextStyle(text_color=GREY,
font_size=10,
font_style='sans-serif')
surface_style = SurfaceStyle(color_fill=LIGHTGREY, opacity=0.3)
custom_tooltip = Tooltip(to_disp_attribute_names=to_disp_attribute_names,
surface_style=surface_style,
text_style=text_style,
tooltip_radius=10)
all_points = elements
plots = []
#ScatterPlot
plots.append(Scatter(tooltip=custom_tooltip,
to_disp_attribute_names=['min_length_pipe', 'name'],
elements=all_points))
plots.append(Scatter(tooltip=custom_tooltip,
to_disp_attribute_names=['mini_distance_between_block', 'name'],
elements=all_points))
plots.append(Scatter(tooltip=custom_tooltip,
to_disp_attribute_names=['avg_length_pipe', 'length_pipe'],
elements=all_points))
# ParallelPlot
plots.append(ParallelPlot(elements=all_points,
to_disp_attribute_names=to_disp_attribute_names))
multiplots = MultiplePlots(plots=plots, elements=all_points,
initial_view_on=True)
from plot_data import plot_canvas
plot_canvas(plot_data_object=multiplots, canvas_id='canvas')
Leads to:
I'm submitting a ...
What is the current behavior?
When opening any ScatterPlot (since version >=0.6.0 I guess) an alert shows up and blocks loading. This looks like a simple warning so an alert seems a bit excessive, given the fact it shows up at each page reload
I suspect it to come from PlotScatter constructor, probably because mergeOn is True by default.
Open any WorkflowRun in platform-dev
This should be a simple warning or at least not block user handling
Better UX
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
When we go to parallelplot rubberband, we can select an interval using percentage of available range.
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
User would like to select precisely each interval instead of using percentage that is less accurate.
What is the motivation / use case for changing the behavior?
User specification more accurate.
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
Please tell us about your environment:
0 of axis are not used in grid, which makes it difficult to read
For now plot data show canvas is only using a little subframe of page
I'm submitting a ...
What is the current behavior?
It looks like there is no way of directly clearing ParallelPlot's rubberband when clearing selection. Or, at least, we didn't find it
What is the expected behavior?
What is the motivation / use case for changing the behavior?
An issue has been opened a while ago on frontend repo, and we developped a work around to implement it.
A builtin feature would be really nice
Link to frontend repo issue :
https://gitea.dessia.tech/DessiA/frontend/issues/425#issuecomment-8787
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
When selecting only one point, frontend's encounter an issue where the selection_change listener emit an empty array.
When selecting multiple point with the rubberband feature, it works well since several releases, though
Using frontend :
Open a WorkflowRun
log indices in selection_change listener
Click a point
We should listen to an array with one element OR the element should be added to the current selection
I think this is what is expected from an UX point of vue
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
"plot_data/graph.py", line 45, in _to_primitives
prim = plot_data.Point2D(x, y, size=4, color_fill=color, [...])
TypeError: init() got an unexpected keyword argument 'size'
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
Just launch any plot_data.graph.NetworkxGraph
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
Whenever a PrimitiveGroup is added to a Multiplot by selecting objects in ScatterPlot, for instance, it looks like it gets removed if it is grabbed and moved around.
On demo platform :
Select a point. It uploads its displays.
Click _Order Plots
Click or move new PrimitiveGroup plot. It crashs the MultiPlot in a Michael Bay style. See error logs
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
It seems that the selection changes is triggered even if selection isn't changed. By adding a log to the event listener callback we can see that it is called whenever mouse is released.
These two behaviors could possibly be linked
Please tell us about your environment:
It's can be interesting to use the Point2D in Primitive to have points in 2D visualization like we can have in mathplotlib (Exemple in picture)
I'm submitting a ...
What is the current behavior?
plot_data.Text is always parallel to the x axis
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
I'm looking for an option for plot_data.Text to be able to rotate it, with a certain angle, and not have it all the time parallel to the x axis. Like in this photo
What is the motivation / use case for changing the behavior?
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
When user adds Scatterplot with two differents family describe, all points are in the same color and do not take into account theses families.
Add Scatterplot with family describe.
What is the expected behavior?
The user expects to see points in its family color.
What is the motivation / use case for changing the behavior?
It will allow a better identification of specific points
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
It's not really a bug but when you load an object in the platform you are directly redirected to the canvas
You only need to load an object on the platform to reproduce this issue
It is expected to don't have redirection from the library.
From what I saw from the code it was used to read keyboard inputs but it doesn't seem to change anything so it's seems fine to remove it (tried with ctrl + click on point)
What is the motivation / use case for changing the behavior?
Possible fixes
Just remove this line:
Line 1490 in 13f9cf5
I'm submitting a ...
What is the current behavior?
It shows the old way of building dev version
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
mention npm run dev, libdev and how to set template
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Add a configuration for min/max value of axis of parallel coordinates plot
example: mass axis set min to 0.
I'm submitting a ...
What is the current behavior?
When i click on 'Display points in table' for a family in 'Datasets', no points are available in the table
What is the expected behavior?
Points appear in the table
Please tell us about your environment:
platform-dev
I'm submitting a ...
What is the current behavior?
When you create a new scatterplot, then click on a point there is an error because there is no attribute_name, meaning that there is also no tooltip
Open an object with a multiplot
Create a new scatterplot
Click on any point of that scatterplot
New scatterplot should have tooltip too
Please tell us about your environment:
Implement piecharts
I'm submitting a ...
What is the current behavior?
Some classes have inconsistent attribute names such as to_disp_attributes (Parallel Plot) & to_disp_att_names (Scatter Plot) or elements (Scatter Plot / Parallel Plot) & points (Multiple Plot) which makes integration a trickier
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
These should be made consistent. For example, all classes should implements points or elements, but not both, etc...
This is in order to avoid a lot of checking on frontend side
Possible fixes
Please tell us about your environment:
Sometimes there are plots in different planes that superpose each other, and it is often hard to figure out what is happening in the background plane.
What about creating a feature enabling the user to turn the object transparent when he wishes for, so he can have an idea if everything works fine back there?
I'm submitting a ...
What is the current behavior?
It doesn't select well (it works for other value)
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
Nothing special
What is the expected behavior?
The well selection of this information in the parallel plot
What is the motivation / use case for changing the behavior?
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
Tedlt
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
When a plot_data is created using command plot_canvas, the html file is openned in Web browser and saved in the computer Temp folder with no possibility to specify by the user on the path where the the file wil be saved.
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
When command plot_canvas is called, it is possible fir the user to specify two attributes :
What is the motivation / use case for changing the behavior?
For script use of plot_data
Possible fixes
Please tell us about your environment:
It seems that for ~ 1000 rectangles (contours) highlight of these is very slow.
Maybe an option to disable it would increase perf
When we selected a point in a scatter plot( by click on it), it can be useful to see in blue the same point in the parallel plot
Subplots are hard to configure. Why not using a concept like matplotlib of figure and axis?
To be discussed.
I'm submitting a ...
What is the current behavior?
When you create a primitivegroupcontainer, then select multiples points using the selection tool the event is empty instead of returning the indexs of points
Go to the platform (platform-dev)
Open a workflow run object
Create a primitivegroupcontainer
log event.detail.selected_point_indices inside multi-plot.component.ts (line 124) of the frontend
without a primitivegroupcontainer it returns the index but it's not the case when one already exist
It should always return the indexs of points
To fix result component & addDisplay method
I'm submitting a ...
What is the current behavior?
I am trying to plot some results with plot_data with:
But when the contours are plotted, the primitivegroups are placed function of the parameters specified in attributes x_variable and y_variable in the PrimitiveGroupsContainer (cf. picture attached from code). Thus, the PrimitiveGroupsContainer plotting windows adjusts function of the contours plotted.
So the question is :
For information, modification of attribute "sizing" of PrimitiveGroupsContainer" does not seem not have any effect to solve the problem.
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
Please tell us about your environment:
A nice new feature would be to be able to show Sankey diagrams. This is just an idea righ now, so a lot of elements are to be defined
First steps :
An idea of an extreme complex graph :
One first constraints would be to be able to apply every plot-data handling on these elements (reorganize, move, etc...)
Some other elements to consider :
https://matplotlib.org/stable/api/sankey_api.html
https://fr.wikipedia.org/wiki/Diagramme_de_Sankey#:~:text=Un%20diagramme%20de%20Sankey%20ou,les%20flux%20%C3%A9nerg%C3%A9tiques%20de%20processus
https://plotly.com/python/
Wire is drown with open polygon. To see where the wire should end, it would be nice to have a highlight of wire
I'm submitting a ...
What is the current behavior?
When selecting from a multiplot (and possibly just a ParallelPlot ?), sliders are not shown full by default which leads to this kind of situations :
Seven solutions are selected whereas it looks like none should be in range of all sliders. this is because the two righterns sliders haven't been used but still set a range from their min to max and allow solutions that are not shown included to actually be included.
This is not a bug, but I could reproduce locally as well. I can provide ways to reproduce if needed
There might be two :
Right behavior of platform and good UX
Possible fixes
Please tell us about your environment:
9200 lines in https://github.com/Dessia-tech/plot_data/blob/master/src/core.ts
idea: split in several files
Use a bundle packer like: https://webpack.js.org/guides/getting-started/
Let's first find a packer
then create a prototype on a test repo to handle before moving
Freeze code before moving!
I'm submitting a ...
What is the current behavior?
Correct display when point not merged, uncorrect when merged even if there is one point
Not merged:
What is the expected behavior?
Not merged behavior when there is one point selected
What is the motivation / use case for changing the behavior?
I think customers will not understand why information are not displayed
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
When you have a multiplot, and you delete a plot you can no longer order the multiplot.
Example a multiplot with one scatterplot and one parallelplot, if we delete one, it's not possible to order the remaining one
Open an object
Delete a plot inside a multi plot
Try to order the plot
It should order the remaining plots
I'm submitting a ...
What is the current behavior?
When i select "Enable depency" and i click "Enable selection" on a ScatterPlot, the box doesn't select all point in it.
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
The box should select all point in it.
What is the motivation / use case for changing the behavior?
Enable depency allows users to see in another plot the same point but in different view.
Possible fixes
Please tell us about your environment:
I'm submitting a ...
What is the current behavior?
When you change the tooltip color font the information label isn't matching the color who was set
In frontend: open scatterplot settings, change tooltip color, the information label isn't maching the tooltip attribute color
Tooltip text should use the same color, or at least be configurable
To discuss:
I'm submitting a ...
What is the current behavior?
If the current behavior is a bug, please provide the steps to reproduce and if possible a minimal demo of the problem Avoid reference to other packages
What is the expected behavior?
What is the motivation / use case for changing the behavior?
Possible fixes
plot_data seems to be working correctly. And since the problem only occurs on the platform, a possible bug on frontend should be investigated.
Please tell us about your environment:
We should implement heat maps as another type of plot for ScatterPlots in order to show point density
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