Tabular Data: support a callback to change unsupported data type to supported one

[FredLL-Avaiga]

What would that feature address display unsupported data type

Description of the ideal solution If a dataframe holds a column with unsupported data, we could handle a user callback that would transform that column to a supported type

Caveats performance ?

Other options Raise an error (as of today)

Acceptance Criteria

• [ ] Ensure new code is unit tested, and check code coverage is at least 90%
• [ ] Propagate any change on the demos and run all of them to ensure there is no breaking change
• [ ] Ensure any change is well documented

[ScalarJerk]

@FredLL-Avaiga to clarify, we're creating a user callback that alerts users of unsupported type errors and then suggests them to convert the data into a supported type as well? (which the user may accept or declineand fix the data by himself)

[FredLL-Avaiga]

That is not what I had in mind. The objective is to allow the dev to define a callback that would transform a specific data from an unknown data-type to a supported data-type (that would fit in a DataFrame) At the moment, we support datetime (ie transform them to str) so that the Dataframe can be jsonified

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[eleensmathew]

Can i work on this?

[FlorianJacta]

@ScalarJerk Do you aim to work on this issue?

@eleensmathew You have already been assigned to another issue.

[Ujj1225]

can i work on this issue?

[FlorianJacta]

@Ujj1225, I am assigning you this issue. Thank you for your contribution!

[Ujj1225]

@FlorianJacta @FredLL-Avaiga
can i get more insights on this? I checked into the codebase and its huge. Can you tell me in which part of the code is the data is loaded, inspected, or converted into a dataframe?

In a file _data_manager.py I found a __create method, here there is a point where data_node_config._properties.copy() is used. I feel this might be the right place to handle unsupported data types by adding a check for data types in the props. Since the data nodes are created based on configurations, the place to handle unsupported data types might be during or right after the node's creation or configuration process, right?

Can you please provide me more insights on this?

[FlorianJacta]

I will let the R&D answer you. Maybe, @FabienLelaquais can also jump on this discussion

[FredLL-Avaiga]

In the code you can check how we use data_accessors to transform different types of data into tabular data that is handled by our front end component. The indirections are done in the class _DataAccessors

In that class, we return an _InvalidDataAccessor when we cannot handle the type of data.

The aim of this issue is to add a callback to Gui (like on_change or on_action) to let the developer change an unsupported data into a supported data type. I would propose on_invalid_data but I guess @FabienLelaquais might have a better proposition

[Ujj1225]

So, gui has to get a function where it should let developers set a custom function that defines how to handle and transform unsupported data types? I have completed a design which allows the developer to register a function that will change unsupported data types to supported ones And if developer doesnt define a callback, everything will proceed as it is. Will this work or is there something i am missing here?

[FredLL-Avaiga]

Please create a PR and we can discuss on that base

[Ujj1225]

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