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import gradio as gr
LABEL_BAR_FORMAT = '''
<div
class="flex items-start justify-between font-mono text-sm leading-none group dark:text-slate-300"
>
<div class="flex-1" >
<div
class="h-1 mb-1 rounded {fill_type} bg-gradient-to-r group-hover:from-orange-500 from-orange-400 to-orange-200 dark:from-orange-400 dark:to-orange-600"
style="width: {percentage_score}%"
/>
<div
class="flex items-baseline space-x-2 group-hover:text-orange-500"
>
<div class="leading-snug" style="margin-top:4px">{label_name}</div>
<div class="flex-1 border border-dashed border-gray-100 px-4" />
<div class="text-right ml-auto">
{percentage_score}%
</div>
</div>
</div>
</div>
<br>
<div class="leading-snug" style="font-size: 0.8em; {desc_is_visible}"> {label_desc}</div>
<br>
<br>
'''
HTML_FORMAT = '''
<style>
.correct_style {
background-image: linear-gradient(to right, rgba(0,150,36,1), rgba(0, 178, 72,1));
}
.correct_style:hover {
background-image: linear-gradient(to right, rgba(0,150,36,1), rgba(0, 178, 72,0.1));
}
.incorrect_style {
background-image: linear-gradient(to right, rgba(127,0,0,1), rgba(154, 0, 7,1));
}
.incorrect_style:hover {
background-image: linear-gradient(to right, rgba(127,0,0,1), rgba(154, 0, 7,0.1));
}
</style>
<div class="output-label">
<div
class="output-class font-bold text-2xl py-6 px-4 flex-grow flex items-center justify-center dark:text-slate-200"
>
{heading}
</div>
{LABEL_BARS}
</div>
'''
def format_labels_html(predictions, desc_is_visible = True):
html_text = HTML_FORMAT
if 'label' in predictions:
x, y = len(set(predictions['preds'].keys()).intersection(predictions['label'])), len(predictions['label'])
if y == 0:
html_text = html_text.replace('{heading}', f'No Gold Labels Found!')
else:
html_text = html_text.replace('{heading}', f'{x}/{y} Correct in top 5 Predictions !')
else:
html_text = html_text.replace('{heading}', f'Top {len(predictions["preds"])} Labels Predicted')
label_html_text = ""
for i, p in enumerate(predictions['preds']):
addn = '\n' + LABEL_BAR_FORMAT.replace('{percentage_score}', f'{int(predictions["preds"][p] * 100)}').replace('{label_name}', p)
if 'label' in predictions:
if p in predictions['label']:
# print('True label encountered')
addn = addn.replace('{fill_type}','correct_style')
else:
addn = addn.replace('{fill_type}','incorrect_style')
else:
addn = addn.replace('{fill_type}','')
if 'descs' in predictions:
if desc_is_visible:
addn = addn.replace('{desc_is_visible}','')
else:
addn = addn.replace('{desc_is_visible}','display:none;')
addn = addn.replace('{label_desc}',predictions['descs'][p])
else:
addn = addn.replace('{desc_is_visible}','display:none;')
label_html_text+=addn
html_text = html_text.replace('{LABEL_BARS}', label_html_text)
# print(html_text)
return html_text |