Enhance primitive object display in the frontend

[rouk1]

For now we use basic JSON serialization and code highlight.
Log lists / dict should be trimmed to avoid painful scrolling.

          > Could we store a plotted representation of the series ? The markdow layout will be bad especially for large series. [Pandas offers this](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.plot.html#pandas-series-plot) with a default matplotlib backend (which is supported by the frontend).

I think its hard to find a generic plot which can represent all sort of series, while remaining easy to understand.
Maybe we can just display a sample of the series when its too long ? As done by pandas in python (0, 1, 2, [...], 3, 4).

@rouk1 is there the same problem on list-primitive type?
@MarieS-WiMLDS @sylvaincom what do you think?

Keep in mind that, as for python list, the user can put whatever he wants in his series (str, number, str & number etc).

Originally posted by @thomass-dev in #378 (comment)

[thomass-dev]

Do you need the backend to identify list-like object in the API?

[tuscland]

We should not try to give a representation to objects that don't have one. It is a choice of the user to represent things, and MediaItem is made to work around this need.

In the future, we might want to offer the ability to create a visualization from data saved in the project.

[tuscland]

In the future, we should be able to create plots and charts from data stored in skore.
For now, we need to pick a sensible default.

@MarieS-WiMLDS suggests to limits the amount of series items.
@sylvaincom suggests to use the default plotting function of pandas, because it is convenient.

I would suggest to use Sylvain's suggestion for a start.

[sylvaincom]

For more information:

numpy

numpy.set_printoptions

Example:

import numpy as np
np.set_printoptions(threshold=5)
np.arange(10)

returns array([0, 1, 2, ..., 7, 8, 9])

pandas

Options and settings

Example:

import pandas as pd
pd.set_option("display.max_rows", 999)
pd.set_option("display.max_columns", 999)
pd.set_option("max_colwidth", 40)

[thomass-dev]

So what is proposed here is to call repr on Numpy/Pandas object (and so getting a string representation) before sending it to the frontend?

[tuscland]

It is just an inspiration to design our own display options. How it should be implemented is another matter.

[tuscland]

Let's focus on #394 before this one.

[tuscland]

Solution suggestion @anasstarfaoui @rouk1

Primitive list:

• Show as a table with a limited height. The user can use more height by dragging the component vertically.

Series:

• Use the default plotting function of pandas.
• The user can also switch to a table view like primitive lists.

Primitive dictionary:

• use disclosure buttons to show/hide dictionary values. Use Option or Alt to recursively show/hide values.

[tuscland]

This problem lacks proper framing, though the pain point remains valid.
Pausing until we have more feedback about it.