Spaces:
Sleeping
Sleeping
Feat: Add block of color
Browse files- app.py +72 -48
- requirements.txt +2 -1
app.py
CHANGED
|
@@ -4,7 +4,8 @@ import os
|
|
| 4 |
import gradio as gr
|
| 5 |
from pathlib import Path
|
| 6 |
from huggingface_hub import login
|
| 7 |
-
|
|
|
|
| 8 |
css = """#myProgress {
|
| 9 |
width: 100%;
|
| 10 |
background-color: var(--block-border-color);
|
|
@@ -62,48 +63,51 @@ css = """#myProgress {
|
|
| 62 |
|
| 63 |
|
| 64 |
js_progress_bar = """
|
| 65 |
-
function move(current_index, n_ann, total_ann) {
|
| 66 |
-
|
| 67 |
-
var elem = document.getElementById("myBar");
|
| 68 |
-
elem.style.width = n_ann/total_ann * 100 + "%";
|
| 69 |
-
progressText.innerText = `${current_index} / ${total_ann} (Completed: ${n_ann})`;
|
| 70 |
-
const waveform = document.querySelector('#waveform div');
|
| 71 |
-
const shadowRoot = waveform.shadowRoot;
|
| 72 |
-
const canvases = shadowRoot.querySelector('.wrapper');
|
| 73 |
-
|
| 74 |
-
console.log(canvases.offsetWidth)
|
| 75 |
-
|
| 76 |
-
const leftOffsetPct = 0.5;
|
| 77 |
-
const widthPct = 0.5;
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
// Create a style element for the shadow DOM
|
| 81 |
-
const style = document.createElement('style');
|
| 82 |
-
style.textContent = `
|
| 83 |
-
.wrapper::after {
|
| 84 |
-
content: '';
|
| 85 |
-
position: absolute;
|
| 86 |
-
top: 0;
|
| 87 |
-
left: ${canvases.offsetWidth * leftOffsetPct}px;
|
| 88 |
-
width: ${canvases.offsetWidth * widthPct}px;
|
| 89 |
-
height: 100%;
|
| 90 |
-
background-color: blue;
|
| 91 |
-
z-index: 999;
|
| 92 |
-
opacity: 0.5;
|
| 93 |
-
}
|
| 94 |
-
|
| 95 |
-
/* Ensure parent has positioning context */
|
| 96 |
-
.wrapper {
|
| 97 |
-
position: relative;
|
| 98 |
-
}
|
| 99 |
-
`;
|
| 100 |
-
|
| 101 |
-
// Append the style to the shadow root
|
| 102 |
-
shadowRoot.appendChild(style);
|
| 103 |
|
| 104 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105 |
|
|
|
|
| 106 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 107 |
}
|
| 108 |
"""
|
| 109 |
|
|
@@ -211,6 +215,7 @@ persistent_storage = Path('/data')
|
|
| 211 |
# List of all audio files to annotate
|
| 212 |
global file_list
|
| 213 |
global total_annotations
|
|
|
|
| 214 |
# Initialize an empty DataFrame to store annotations
|
| 215 |
annotations = pd.DataFrame(columns=['sample_id', 'sentence', 'emotion', 'confidence', 'comments'])
|
| 216 |
|
|
@@ -223,6 +228,18 @@ possible_ids = {'Tiger-001': 0, 'Panda-002': 0,
|
|
| 223 |
'Zebra-009': 4, 'Lion-010': 4,
|
| 224 |
'Cheetah-011': 5, 'Bear-012': 5}
|
| 225 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 226 |
def get_storage(password):
|
| 227 |
#source: https://discuss.huggingface.co/t/accessing-data-folder-of-persistent-storage/46681/2
|
| 228 |
if password == password_files:
|
|
@@ -273,8 +290,12 @@ def load_example(index):
|
|
| 273 |
annotations.iloc[index].to_dict() if index < len(annotations) else {"sample_id": row["sample_id"], "emotion": 'Blank', "confidence": 0,
|
| 274 |
"comments": ''}
|
| 275 |
)
|
| 276 |
-
|
| 277 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 278 |
|
| 279 |
|
| 280 |
def save_annotation(emotions, confidence, comments, participant_id, ann_completed, current_index):
|
|
@@ -329,7 +350,7 @@ def deactivate_participant_id(participant_id, lets_go, total, previous_button, n
|
|
| 329 |
total = gr.Number(total_annotations, visible=False)
|
| 330 |
|
| 331 |
|
| 332 |
-
sentence, audio_player, emotions, confidence, comments, ann_completed, current_index = load_first_example(participant_id, ann_completed, current_index)
|
| 333 |
|
| 334 |
participant_id = gr.Textbox(label='What is your participant ID?', value = participant_id, interactive = False)
|
| 335 |
lets_go = gr.Button("Participant selected!", interactive = False)
|
|
@@ -341,7 +362,7 @@ def deactivate_participant_id(participant_id, lets_go, total, previous_button, n
|
|
| 341 |
|
| 342 |
else:
|
| 343 |
gr.Warning("Please insert a valid participant ID")
|
| 344 |
-
return participant_id, lets_go, total, previous_button, next_button, sentence_text, audio_player, emotions, confidence, comments, ann_completed, current_index
|
| 345 |
|
| 346 |
# ===================
|
| 347 |
# Gradio Interface
|
|
@@ -384,6 +405,9 @@ with (gr.Blocks(theme=gr.themes.Soft(), css = css) as demo):
|
|
| 384 |
ann_completed = gr.Number(0, visible=False)
|
| 385 |
total = gr.Number(0, visible=False)
|
| 386 |
current_index = gr.Number(0, visible = False)
|
|
|
|
|
|
|
|
|
|
| 387 |
# Row with progress bar
|
| 388 |
|
| 389 |
gr.HTML("""
|
|
@@ -396,7 +420,7 @@ with (gr.Blocks(theme=gr.themes.Soft(), css = css) as demo):
|
|
| 396 |
|
| 397 |
# Row with audio player
|
| 398 |
with gr.Row():
|
| 399 |
-
audio_player = gr.Audio(value= 'test.mp3', label="Audio", type="filepath", interactive=False, show_download_button = False, show_share_button = False)
|
| 400 |
|
| 401 |
# Hidden row with corresponding sentence
|
| 402 |
with gr.Row():
|
|
@@ -423,17 +447,17 @@ with (gr.Blocks(theme=gr.themes.Soft(), css = css) as demo):
|
|
| 423 |
previous_button.click(
|
| 424 |
previous_example,
|
| 425 |
inputs=[emotions, confidence, comments, participant_id, ann_completed, current_index],
|
| 426 |
-
outputs=[sentence_text, audio_player, emotions, confidence, comments, ann_completed, current_index],).then(None, [], [current_index,ann_completed, total], js = js_progress_bar)
|
| 427 |
|
| 428 |
# Go to the next example
|
| 429 |
next_button.click(
|
| 430 |
next_example,
|
| 431 |
inputs=[emotions, confidence, comments, participant_id, ann_completed, current_index],
|
| 432 |
-
outputs=[sentence_text, audio_player, emotions, confidence, comments, ann_completed, current_index
|
| 433 |
|
| 434 |
buttons = [previous_button, next_button]
|
| 435 |
data = [sentence_text, audio_player, emotions, confidence, comments]
|
| 436 |
-
lets_go.click(deactivate_participant_id, [participant_id, lets_go, total, *buttons, *data, ann_completed, current_index], [participant_id, lets_go, total, *buttons, *data, ann_completed, current_index]).then( None, [], [current_index, ann_completed, total], js = js_progress_bar)
|
| 437 |
|
| 438 |
|
| 439 |
with gr.Tab("Access Files"):
|
|
|
|
| 4 |
import gradio as gr
|
| 5 |
from pathlib import Path
|
| 6 |
from huggingface_hub import login
|
| 7 |
+
from mutagen.mp3 import MP3
|
| 8 |
+
from mutagen.wave import WAVE
|
| 9 |
css = """#myProgress {
|
| 10 |
width: 100%;
|
| 11 |
background-color: var(--block-border-color);
|
|
|
|
| 63 |
|
| 64 |
|
| 65 |
js_progress_bar = """
|
| 66 |
+
function move(start, end, total_duration, current_index, n_ann, total_ann) {
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 67 |
|
| 68 |
+
var elem = document.getElementById("myBar");
|
| 69 |
+
elem.style.width = n_ann/total_ann * 100 + "%";
|
| 70 |
+
progressText.innerText = `${current_index} / ${total_ann} (Completed: ${n_ann})`;
|
| 71 |
+
|
| 72 |
+
const waveform = document.querySelector('#audio_to_annotate #waveform div');
|
| 73 |
+
const shadowRoot = waveform.shadowRoot;
|
| 74 |
+
const canvases = shadowRoot.querySelector('.wrapper');
|
| 75 |
|
| 76 |
+
console.log(canvases.offsetWidth)
|
| 77 |
|
| 78 |
+
const leftOffsetPct = start / total_duration;
|
| 79 |
+
const widthPct = (end - start) / total_duration;
|
| 80 |
+
|
| 81 |
+
// Get CSS variable for background color
|
| 82 |
+
const blockColor = getComputedStyle(document.documentElement)
|
| 83 |
+
.getPropertyValue('--block-title-background-fill')
|
| 84 |
+
.trim() || 'red'; // Default to red if variable is not found
|
| 85 |
+
|
| 86 |
+
// Create a style element for the shadow DOM
|
| 87 |
+
const style = document.createElement('style');
|
| 88 |
+
style.textContent = `
|
| 89 |
+
.wrapper::after {
|
| 90 |
+
content: '';
|
| 91 |
+
position: absolute;
|
| 92 |
+
top: 0;
|
| 93 |
+
left: ${canvases.offsetWidth * leftOffsetPct}px;
|
| 94 |
+
width: ${canvases.offsetWidth * widthPct}px;
|
| 95 |
+
height: 100%;
|
| 96 |
+
background-color: blue;
|
| 97 |
+
z-index: 999;
|
| 98 |
+
opacity: 0.5;
|
| 99 |
+
}
|
| 100 |
+
|
| 101 |
+
/* Ensure parent has positioning context */
|
| 102 |
+
.wrapper {
|
| 103 |
+
position: relative;
|
| 104 |
+
}
|
| 105 |
+
`;
|
| 106 |
+
|
| 107 |
+
// Append the style to the shadow root
|
| 108 |
+
shadowRoot.appendChild(style);
|
| 109 |
+
|
| 110 |
+
console.log(start + ' ' + end + ' ' + total_duration);
|
| 111 |
}
|
| 112 |
"""
|
| 113 |
|
|
|
|
| 215 |
# List of all audio files to annotate
|
| 216 |
global file_list
|
| 217 |
global total_annotations
|
| 218 |
+
|
| 219 |
# Initialize an empty DataFrame to store annotations
|
| 220 |
annotations = pd.DataFrame(columns=['sample_id', 'sentence', 'emotion', 'confidence', 'comments'])
|
| 221 |
|
|
|
|
| 228 |
'Zebra-009': 4, 'Lion-010': 4,
|
| 229 |
'Cheetah-011': 5, 'Bear-012': 5}
|
| 230 |
|
| 231 |
+
|
| 232 |
+
|
| 233 |
+
def get_audio_duration(file_path):
|
| 234 |
+
if file_path.lower().endswith('.mp3'):
|
| 235 |
+
audio = MP3(file_path)
|
| 236 |
+
elif file_path.lower().endswith(('.wav', '.wave')):
|
| 237 |
+
audio = WAVE(file_path)
|
| 238 |
+
else:
|
| 239 |
+
raise ValueError("Unsupported file format")
|
| 240 |
+
|
| 241 |
+
return audio.info.length # Duration in seconds
|
| 242 |
+
|
| 243 |
def get_storage(password):
|
| 244 |
#source: https://discuss.huggingface.co/t/accessing-data-folder-of-persistent-storage/46681/2
|
| 245 |
if password == password_files:
|
|
|
|
| 290 |
annotations.iloc[index].to_dict() if index < len(annotations) else {"sample_id": row["sample_id"], "emotion": 'Blank', "confidence": 0,
|
| 291 |
"comments": ''}
|
| 292 |
)
|
| 293 |
+
|
| 294 |
+
start = row['start']
|
| 295 |
+
end = row['end']
|
| 296 |
+
duration = get_audio_duration(audio_path)
|
| 297 |
+
print(f'{start} {end} {duration}')
|
| 298 |
+
return (sentence, audio_path, previous_annotation['emotion'], previous_annotation['confidence'], previous_annotation["comments"], start, end, duration)
|
| 299 |
|
| 300 |
|
| 301 |
def save_annotation(emotions, confidence, comments, participant_id, ann_completed, current_index):
|
|
|
|
| 350 |
total = gr.Number(total_annotations, visible=False)
|
| 351 |
|
| 352 |
|
| 353 |
+
sentence, audio_player, emotions, confidence, comments, start, end, duration, ann_completed, current_index = load_first_example(participant_id, ann_completed, current_index)
|
| 354 |
|
| 355 |
participant_id = gr.Textbox(label='What is your participant ID?', value = participant_id, interactive = False)
|
| 356 |
lets_go = gr.Button("Participant selected!", interactive = False)
|
|
|
|
| 362 |
|
| 363 |
else:
|
| 364 |
gr.Warning("Please insert a valid participant ID")
|
| 365 |
+
return participant_id, lets_go, total, previous_button, next_button, sentence_text, audio_player, emotions, confidence, comments, start, end, duration, ann_completed, current_index
|
| 366 |
|
| 367 |
# ===================
|
| 368 |
# Gradio Interface
|
|
|
|
| 405 |
ann_completed = gr.Number(0, visible=False)
|
| 406 |
total = gr.Number(0, visible=False)
|
| 407 |
current_index = gr.Number(0, visible = False)
|
| 408 |
+
start = gr.Number(0, visible = False)
|
| 409 |
+
end = gr.Number(0, visible = False)
|
| 410 |
+
duration = gr.Number(0, visible = False)
|
| 411 |
# Row with progress bar
|
| 412 |
|
| 413 |
gr.HTML("""
|
|
|
|
| 420 |
|
| 421 |
# Row with audio player
|
| 422 |
with gr.Row():
|
| 423 |
+
audio_player = gr.Audio(value= 'test.mp3', label="Audio", type="filepath", interactive=False, show_download_button = False, show_share_button = False, elem_id = "audio_to_annotate")
|
| 424 |
|
| 425 |
# Hidden row with corresponding sentence
|
| 426 |
with gr.Row():
|
|
|
|
| 447 |
previous_button.click(
|
| 448 |
previous_example,
|
| 449 |
inputs=[emotions, confidence, comments, participant_id, ann_completed, current_index],
|
| 450 |
+
outputs=[sentence_text, audio_player, emotions, confidence, comments, start, end, duration, ann_completed, current_index],).then(None, [], [start, end, duration, current_index,ann_completed, total], js = js_progress_bar)
|
| 451 |
|
| 452 |
# Go to the next example
|
| 453 |
next_button.click(
|
| 454 |
next_example,
|
| 455 |
inputs=[emotions, confidence, comments, participant_id, ann_completed, current_index],
|
| 456 |
+
outputs=[sentence_text, audio_player, emotions, confidence, comments, start, end, duration, ann_completed, current_index],).then(None, [], [start, end, duration, current_index,ann_completed, total], js = js_progress_bar)
|
| 457 |
|
| 458 |
buttons = [previous_button, next_button]
|
| 459 |
data = [sentence_text, audio_player, emotions, confidence, comments]
|
| 460 |
+
lets_go.click(deactivate_participant_id, [participant_id, lets_go, total, *buttons, *data, ann_completed, current_index], [participant_id, lets_go, total, *buttons, *data, start, end, duration, ann_completed, current_index]).then( None, [], [start, end, duration, current_index, ann_completed, total], js = js_progress_bar)
|
| 461 |
|
| 462 |
|
| 463 |
with gr.Tab("Access Files"):
|
requirements.txt
CHANGED
|
@@ -1 +1,2 @@
|
|
| 1 |
-
openpyxl
|
|
|
|
|
|
| 1 |
+
openpyxl
|
| 2 |
+
mutagen
|