[IX] Add support for "empty" being the labeled data

[aphilop]

This should be displayed in the Suggestions column and also in the Stats & Filter Panel.

@juanmnl to add visual suggestions

[txau]

In the stats and filters this becomes a labeled data. So:

• When a row in the table is labeled as "empty" and the model is returning "empty" it will be a "Match".
• When a row in the table is labeled as "empty" and the model is returning suggestions it will be a "Mismatch"

So I guess we don't need to modify the stats UI, but just make sure that the backend is placing the right data in the right place.

In the table, maybe since the option to accept a suggestion exists in the table, we should also have the option to accept an "empty" value as the correct value and labeled data. For the sake of simplicity we could skip this change for now and allow to set the "empty" value only from the side panel.

Where we definitely need to be able to set the "empty" value is in the side panel.

[juanmnl]

@txau given that both can have an empty state, i guess the only way to filter through them is by adding a nested filter to Match and Mismatch (opening the possibility for us adding more options of granular filtering) but will also mean adding a "partial" state for the checkboxes and maybe a "collapse/expand" action to the main one at some point.

[txau]

I think we don't need to modify the filters. They are ok as they are, if the property is LABELED as empty, it may match or mismatch, we don't need to differentiate the empty status in filters.

What we need is a way to set and check this value in the form.

It was suggested to have an extra option in the multiselect that is a fixed option saying "empty". But this is obfuscated. I think we need a more obvious and quick way for handling the empty value.

[juanmnl]

We are adding an action to the bottom bar of the hub when viewing a PDF, that will allow the users to quickly label the whole document as [empty].

If any values are selected (checkbox) this action should deselect all.

When the action has been triggered, the button will turn inactive and a message appears explaining that the document has been [labeled as empty], until a new value is selected.

Designs

[gabriel-piles]

This change also affects the contract with the service. We want to be explicit about whether a value is empty and whether the suggested prediction is empty. My suggestion for passing this information back and forth to the service is as follows:

LabeledData:

tenant: str = ""
id: str = ""
xml_file_name: str = ""
entity_name: str = ""
language_iso: str = ""

--> empty_value: bool = False

label_text: str = ""
values: list[Option] = list()
source_text: str = ""
page_width: float = 0
page_height: float = 0
xml_segments_boxes: list[SegmentBox] = list()
label_segments_boxes: list[SegmentBox] = list()

Suggestion:

tenant: str
id: str
xml_file_name: str = ""
entity_name: str = ""

--> empty_suggestion: bool = False

text: str = ""
values: list[Option] = list()
segment_text: str = ""
page_number: int = 1
segments_boxes: list[SegmentBox] = list()

[txau]

@gabriel-piles I think this contract is accept by the backenders