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Original file line number | Diff line number | Diff line change |
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from .panel import PanelWidgets | ||
from .tabulator import AnnotatorTable | ||
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__all__ = ("PanelWidgets",) | ||
__all__ = ("PanelWidgets", "AnnotatorTable") |
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Original file line number | Diff line number | Diff line change |
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from collections import defaultdict | ||
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import numpy as np | ||
import panel as pn | ||
import param | ||
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pn.extension( | ||
"tabulator", | ||
css_files=["https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/all.min.css"], | ||
) | ||
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class AnnotatorTable(pn.viewable.Viewer): | ||
annotator = param.Parameter(allow_refs=False) | ||
tabulator = param.Parameter(allow_refs=False) | ||
dataframe = param.DataFrame() | ||
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_updating = False | ||
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def __init__(self, annotator, **params): | ||
super().__init__(annotator=annotator, **params) | ||
annotator.snapshot() | ||
self._create_tabulator() | ||
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def _create_tabulator(self): | ||
def inner(event, annotator=self.annotator): | ||
return annotator.df | ||
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def on_edit(event): | ||
row = self.tabulator.value.iloc[event.row] | ||
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# Extracting specs and fields from row | ||
spec_dct, field_dct = defaultdict(list), {} | ||
for k, v in row.items(): | ||
if "[" in k: | ||
k = k.split("[")[1][:-1] # Getting the spec name | ||
spec_dct[k].append(v) | ||
else: | ||
field_dct[k] = v | ||
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self.annotator.annotation_table.update_annotation_region(spec_dct, row.name) | ||
self.annotator.update_annotation_fields(row.name, **field_dct) | ||
self.annotator.refresh(clear=True) | ||
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# So it is still reactive, as editing overwrites the table | ||
self.tabulator.value = pn.bind(inner, self.annotator) | ||
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def on_click(event): | ||
if event.column != "delete": | ||
return | ||
index = self.tabulator.value.iloc[event.row].name | ||
self.annotator.delete_annotation(index) | ||
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def new_style(row): | ||
changed = [e["id"] for e in self.annotator.annotation_table._edits] | ||
color = "darkgray" if row.name in changed else "inherit" | ||
return [f"color: {color}"] * len(row) | ||
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self.tabulator = pn.widgets.Tabulator( | ||
value=pn.bind(inner, self.annotator), | ||
buttons={"delete": '<i class="fa fa-trash"></i>'}, | ||
show_index=False, | ||
selectable=True, | ||
) | ||
self.tabulator.on_edit(on_edit) | ||
self.tabulator.on_click(on_click) | ||
self.tabulator.style.apply(new_style, axis=1) | ||
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def on_commit(event): | ||
self.tabulator.param.trigger("value") | ||
# So it is still reactive, as triggering the value overwrites the table | ||
self.tabulator.value = pn.bind(inner, self.annotator) | ||
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self.annotator.on_commit(on_commit) | ||
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@param.depends("tabulator.selection", watch=True) | ||
def _select_table_to_plot(self): | ||
if self._updating: | ||
return | ||
try: | ||
self._updating = True | ||
self.annotator.selected_indices = list( | ||
self.tabulator.value.iloc[self.tabulator.selection].index | ||
) | ||
except IndexError: | ||
pass # when we delete we select and get an index error if it is the last | ||
finally: | ||
self._updating = False | ||
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@param.depends("annotator.selected_indices", watch=True) | ||
def _select_plot_to_table(self): | ||
if self._updating: | ||
return | ||
try: | ||
self._updating = True | ||
# Likely better way to get this mapping | ||
mask = self.tabulator.value.index.isin(self.annotator.selected_indices) | ||
self.tabulator.selection = list(map(int, np.where(mask)[0])) | ||
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finally: | ||
self._updating = False | ||
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def clear(self): | ||
self.tabulator.selection = [] | ||
self.tabulator.param.trigger("value") | ||
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def __panel__(self): | ||
return self.tabulator |
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