Spaces:
Sleeping
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Commit
·
2ba821f
1
Parent(s):
d944844
initial commit
Browse files- app.py +375 -0
- requirements.txt +2 -0
app.py
ADDED
@@ -0,0 +1,375 @@
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1 |
+
import gradio as gr
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2 |
+
import random
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3 |
+
import firebase_admin
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4 |
+
from firebase_admin import credentials
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5 |
+
from firebase_admin import firestore
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6 |
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import uuid
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import json
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import os
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9 |
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from dotenv import load_dotenv
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+
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load_dotenv()
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+
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+
video_pairs = [
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+
('1XCLpvcAPg8fUAZ7k5hdUbT9avNnf12t3', '1Nve35Qo3I4Oe6ANsdj78Uo-3EZJkf28P'),
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+
('1bHfhebrflmGTksFlzTskOjQX28TM-yVb', '1-LwBNDp1mliDGYVnIb_cCERvyNFeC4bC'),
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+
('1mlSxLm_9LeTKj-m03pGun-1eefX58aF_', '1x4j79qiBkzl-bgjSRddwWF4yTMm63tKC'),
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+
]
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+
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my_credentials = {
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"type": "service_account",
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"project_id": "human-eval-c4f83",
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"private_key_id": os.environ.get("PRIVATE_KEY_ID"),
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"private_key": os.environ.get("PRIVATE_KEY").replace(r'\n', '\n'), # CHANGE HERE
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+
"client_email": os.environ.get("CLIENT_EMAIL"),
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"client_id": os.environ.get("CLIENT_ID"),
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+
"auth_uri": "https://accounts.google.com/o/oauth2/auth",
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+
"token_uri": "https://oauth2.googleapis.com/token",
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"auth_provider_x509_cert_url": os.environ.get("AUTH_PROVIDER_X509_CERT_URL"),
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"client_x509_cert_url": os.environ.get("CLIENT_X509_CERT_URL")
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}
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+
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+
# Initialize Firebase
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if not firebase_admin._apps:
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cred = credentials.Certificate(my_credentials)
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firebase_admin.initialize_app(cred)
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db = firestore.client()
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37 |
+
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import re
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def get_embed_link(file_id):
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return f"https://drive.google.com/file/d/{file_id}/preview"
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+
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def get_video_pair(state):
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pair_index = state['pair_index']
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shuffled_pairs = state['shuffled_pairs']
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user_votes = state['user_votes']
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while pair_index < len(shuffled_pairs):
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video1_id, video2_id = shuffled_pairs[pair_index]
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pair_key = f"{video1_id}_{video2_id}"
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+
if pair_key not in user_votes:
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51 |
+
# Randomize left-right positions
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if random.choice([True, False]):
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left_video_id, right_video_id = video1_id, video2_id
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+
else:
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left_video_id, right_video_id = video2_id, video1_id
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56 |
+
left_video_url = get_embed_link(left_video_id)
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+
right_video_url = get_embed_link(right_video_id)
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58 |
+
print("Links", left_video_url, right_video_url)
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59 |
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state['left_video_id'] = left_video_id
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60 |
+
state['right_video_id'] = right_video_id
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61 |
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state['video1_id'] = video1_id
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62 |
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state['video2_id'] = video2_id
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63 |
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return left_video_url, right_video_url
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64 |
+
else:
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65 |
+
pair_index += 1
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66 |
+
state['pair_index'] = pair_index
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67 |
+
return None, None # No more pairs
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68 |
+
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69 |
+
def generate_video_html(url):
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70 |
+
return f'<iframe src="{url}" width="480" height="320" allow="autoplay"></iframe>'
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71 |
+
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72 |
+
def save_vote(email, video1_id, video2_id, left_video_id, right_video_id, responses):
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73 |
+
vote_data = {
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74 |
+
'email': email,
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75 |
+
'video1': video1_id,
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76 |
+
'video2': video2_id,
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77 |
+
'left_video': left_video_id,
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78 |
+
'right_video': right_video_id,
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79 |
+
'visual_quality': responses['visual_quality'],
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80 |
+
'temporal_consistency': responses['temporal_consistency'],
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81 |
+
'realistic_dynamics': responses['realistic_dynamics'],
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82 |
+
}
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83 |
+
db.collection('votes').add(vote_data)
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84 |
+
# Update user's vote history
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85 |
+
user_ref = db.collection('users').document(email)
|
86 |
+
user_doc = user_ref.get()
|
87 |
+
if user_doc.exists:
|
88 |
+
user_votes = set(user_doc.to_dict().get('votes', []))
|
89 |
+
else:
|
90 |
+
user_votes = set()
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91 |
+
pair_key = f"{video1_id}_{video2_id}"
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92 |
+
user_votes.add(pair_key)
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93 |
+
user_ref.set({'votes': list(user_votes)}, merge=True)
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94 |
+
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95 |
+
def update_interface(responses, state):
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96 |
+
email = state['email']
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97 |
+
user_votes = state['user_votes']
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98 |
+
pair_index = state['pair_index']
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99 |
+
left_video_id = state['left_video_id']
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100 |
+
right_video_id = state['right_video_id']
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101 |
+
video1_id = state['video1_id']
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102 |
+
video2_id = state['video2_id']
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103 |
+
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104 |
+
# Save the user's responses
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105 |
+
print(left_video_id, right_video_id, responses)
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106 |
+
save_vote(email, video1_id, video2_id, left_video_id, right_video_id, responses)
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107 |
+
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108 |
+
# Update state
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109 |
+
pair_index += 1
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110 |
+
state['pair_index'] = pair_index
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111 |
+
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112 |
+
# Update user_votes in state
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113 |
+
pair_key = f"{video1_id}_{video2_id}"
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114 |
+
user_votes.add(pair_key)
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115 |
+
state['user_votes'] = user_votes
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116 |
+
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117 |
+
video1_url, video2_url = get_video_pair(state)
|
118 |
+
if video1_url is None:
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119 |
+
# No more pairs
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120 |
+
output_message = "Thank you for participating! No more videos."
|
121 |
+
return (
|
122 |
+
gr.update(visible=False), # video_row
|
123 |
+
gr.update(visible=False), # question_column
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124 |
+
gr.update(visible=False), # button_row
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125 |
+
output_message, # output
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126 |
+
gr.update(value=None), # q1
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127 |
+
gr.update(value=None), # q2
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128 |
+
gr.update(value=None), # q3
|
129 |
+
gr.update(interactive=False), # next_btn
|
130 |
+
state
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131 |
+
)
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132 |
+
else:
|
133 |
+
video1_html = generate_video_html(video1_url)
|
134 |
+
video2_html = generate_video_html(video2_url)
|
135 |
+
# Update videos and reset questions
|
136 |
+
return (
|
137 |
+
gr.update(visible=True, value=[
|
138 |
+
gr.update(value=video1_html),
|
139 |
+
gr.update(value=video2_html)
|
140 |
+
]), # video_row
|
141 |
+
gr.update(visible=True), # question_column
|
142 |
+
gr.update(visible=True), # button_row
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143 |
+
"", # output
|
144 |
+
gr.update(value=None), # q1
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145 |
+
gr.update(value=None), # q2
|
146 |
+
gr.update(value=None), # q3
|
147 |
+
gr.update(interactive=False), # next_btn
|
148 |
+
state
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149 |
+
)
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150 |
+
|
151 |
+
def skip_pair(state):
|
152 |
+
pair_index = state['pair_index']
|
153 |
+
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154 |
+
# Update state
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155 |
+
pair_index += 1
|
156 |
+
state['pair_index'] = pair_index
|
157 |
+
|
158 |
+
video1_url, video2_url = get_video_pair(state)
|
159 |
+
if video1_url is None:
|
160 |
+
# No more pairs
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161 |
+
output_message = "Thank you for participating! No more videos."
|
162 |
+
return (
|
163 |
+
gr.update(visible=False), # video_row
|
164 |
+
gr.update(visible=False), # question_column
|
165 |
+
gr.update(visible=False), # button_row
|
166 |
+
output_message, # output
|
167 |
+
gr.update(value=None), # q1
|
168 |
+
gr.update(value=None), # q2
|
169 |
+
gr.update(value=None), # q3
|
170 |
+
gr.update(interactive=False), # next_btn
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171 |
+
state
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172 |
+
)
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173 |
+
else:
|
174 |
+
video1_html = generate_video_html(video1_url)
|
175 |
+
video2_html = generate_video_html(video2_url)
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176 |
+
# Update videos and reset questions
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177 |
+
return (
|
178 |
+
gr.update(visible=True, value=[
|
179 |
+
gr.update(value=video1_html),
|
180 |
+
gr.update(value=video2_html)
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181 |
+
]), # video_row
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182 |
+
gr.update(visible=True), # question_column
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183 |
+
gr.update(visible=True), # button_row
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184 |
+
"You chose to skip this pair.", # output
|
185 |
+
gr.update(value=None), # q1
|
186 |
+
gr.update(value=None), # q2
|
187 |
+
gr.update(value=None), # q3
|
188 |
+
gr.update(interactive=False), # next_btn
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189 |
+
state
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190 |
+
)
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191 |
+
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192 |
+
def check_all_answers(visual_quality, temporal_consistency, realistic_dynamics):
|
193 |
+
if visual_quality and temporal_consistency and realistic_dynamics:
|
194 |
+
return gr.update(interactive=True)
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195 |
+
else:
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196 |
+
return gr.update(interactive=False)
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197 |
+
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198 |
+
def is_valid_email(email):
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199 |
+
regex = r'^[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,}$'
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200 |
+
return re.match(regex, email)
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201 |
+
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202 |
+
def authenticate_user(email, state):
|
203 |
+
email = email.strip()
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204 |
+
if not email or not is_valid_email(email):
|
205 |
+
return (
|
206 |
+
gr.update(), # email_input (remains visible)
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207 |
+
"Please enter a valid email.", # email_output
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208 |
+
gr.update(visible=False), # video_row
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209 |
+
gr.update(visible=False), # question_column
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210 |
+
gr.update(visible=False), # button_row
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211 |
+
"", # output
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212 |
+
state
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213 |
+
)
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214 |
+
else:
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215 |
+
# Initialize user state
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216 |
+
user_ref = db.collection('users').document(email)
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217 |
+
user_doc = user_ref.get()
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218 |
+
if user_doc.exists:
|
219 |
+
user_votes = set(user_doc.to_dict().get('votes', []))
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220 |
+
else:
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221 |
+
user_votes = set()
|
222 |
+
|
223 |
+
# Shuffle video pairs for this user
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224 |
+
shuffled_pairs = video_pairs.copy()
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225 |
+
random.shuffle(shuffled_pairs)
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226 |
+
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227 |
+
state.update({
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228 |
+
'email': email,
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229 |
+
'user_votes': user_votes,
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230 |
+
'pair_index': 0,
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231 |
+
'shuffled_pairs': shuffled_pairs
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232 |
+
})
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233 |
+
|
234 |
+
# Load the first pair
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235 |
+
video1_url, video2_url = get_video_pair(state)
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236 |
+
if video1_url is None:
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237 |
+
output_message = "No new videos available for you."
|
238 |
+
return (
|
239 |
+
gr.update(), # email_input
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240 |
+
"", # email_output
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241 |
+
gr.update(visible=False), # video_row
|
242 |
+
gr.update(visible=False), # question_column
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243 |
+
gr.update(visible=False), # button_row
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244 |
+
output_message, # output
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245 |
+
state
|
246 |
+
)
|
247 |
+
else:
|
248 |
+
video1_html = generate_video_html(video1_url)
|
249 |
+
video2_html = generate_video_html(video2_url)
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250 |
+
return (
|
251 |
+
gr.update(visible=False), # email_input
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252 |
+
"", # email_output
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253 |
+
gr.update(visible=True, value=[
|
254 |
+
gr.update(value=video1_html),
|
255 |
+
gr.update(value=video2_html)
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256 |
+
]), # video_row
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257 |
+
gr.update(visible=True), # question_column
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258 |
+
gr.update(visible=True), # button_row
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259 |
+
"", # output
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260 |
+
state
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261 |
+
)
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262 |
+
|
263 |
+
with gr.Blocks() as demo:
|
264 |
+
state = gr.State(value={})
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265 |
+
|
266 |
+
# Email Input
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267 |
+
email_input = gr.Textbox(label="Enter your email to begin:", placeholder="[email protected]", type="text")
|
268 |
+
submit_email = gr.Button("Submit")
|
269 |
+
email_output = gr.Markdown()
|
270 |
+
|
271 |
+
# Video components (initially hidden)
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272 |
+
with gr.Row(visible=False) as video_row:
|
273 |
+
with gr.Column():
|
274 |
+
gr.Markdown("### Left Video")
|
275 |
+
video1 = gr.HTML()
|
276 |
+
with gr.Column():
|
277 |
+
gr.Markdown("### Right Video")
|
278 |
+
video2 = gr.HTML()
|
279 |
+
|
280 |
+
# Questions (initially hidden)
|
281 |
+
with gr.Column(visible=False) as question_column:
|
282 |
+
gr.Markdown("## Please answer the following questions:")
|
283 |
+
q1 = gr.Radio(
|
284 |
+
choices=["Video 1", "Video 2"],
|
285 |
+
label="1. Which video has higher visual quality?",
|
286 |
+
type="value"
|
287 |
+
)
|
288 |
+
q2 = gr.Radio(
|
289 |
+
choices=["Video 1", "Video 2"],
|
290 |
+
label="2. Which video has better temporal consistency?",
|
291 |
+
type="value"
|
292 |
+
)
|
293 |
+
q3 = gr.Radio(
|
294 |
+
choices=["Video 1", "Video 2"],
|
295 |
+
label="3. Which video has more realistic dynamics?",
|
296 |
+
type="value"
|
297 |
+
)
|
298 |
+
|
299 |
+
# Buttons (initially hidden)
|
300 |
+
with gr.Row(visible=False) as button_row:
|
301 |
+
next_btn = gr.Button("Next", interactive=False)
|
302 |
+
skip_btn = gr.Button("Skip")
|
303 |
+
|
304 |
+
output = gr.Markdown()
|
305 |
+
|
306 |
+
def on_next(visual_quality, temporal_consistency, realistic_dynamics, state):
|
307 |
+
responses = {
|
308 |
+
'visual_quality': visual_quality,
|
309 |
+
'temporal_consistency': temporal_consistency,
|
310 |
+
'realistic_dynamics': realistic_dynamics
|
311 |
+
}
|
312 |
+
return update_interface(responses, state)
|
313 |
+
|
314 |
+
next_btn.click(
|
315 |
+
fn=on_next,
|
316 |
+
inputs=[q1, q2, q3, state],
|
317 |
+
outputs=[
|
318 |
+
video_row, # Update video_row
|
319 |
+
question_column, # Update question_column
|
320 |
+
button_row, # Update button_row
|
321 |
+
output, # Update output message
|
322 |
+
q1, q2, q3, # Reset questions
|
323 |
+
next_btn, # Update next_btn
|
324 |
+
state
|
325 |
+
]
|
326 |
+
)
|
327 |
+
|
328 |
+
skip_btn.click(
|
329 |
+
fn=skip_pair,
|
330 |
+
inputs=state,
|
331 |
+
outputs=[
|
332 |
+
video_row, # Update video_row
|
333 |
+
question_column, # Update question_column
|
334 |
+
button_row, # Update button_row
|
335 |
+
output, # Update output message
|
336 |
+
q1, q2, q3, # Reset questions
|
337 |
+
next_btn, # Update next_btn
|
338 |
+
state
|
339 |
+
]
|
340 |
+
)
|
341 |
+
|
342 |
+
def on_change(visual_quality, temporal_consistency, realistic_dynamics):
|
343 |
+
return check_all_answers(visual_quality, temporal_consistency, realistic_dynamics)
|
344 |
+
|
345 |
+
q1.change(
|
346 |
+
fn=on_change,
|
347 |
+
inputs=[q1, q2, q3],
|
348 |
+
outputs=next_btn
|
349 |
+
)
|
350 |
+
q2.change(
|
351 |
+
fn=on_change,
|
352 |
+
inputs=[q1, q2, q3],
|
353 |
+
outputs=next_btn
|
354 |
+
)
|
355 |
+
q3.change(
|
356 |
+
fn=on_change,
|
357 |
+
inputs=[q1, q2, q3],
|
358 |
+
outputs=next_btn
|
359 |
+
)
|
360 |
+
|
361 |
+
submit_email.click(
|
362 |
+
fn=authenticate_user,
|
363 |
+
inputs=[email_input, state],
|
364 |
+
outputs=[
|
365 |
+
email_input, # Hide email_input after submission
|
366 |
+
email_output, # Clear email_output
|
367 |
+
video_row, # Show video_row
|
368 |
+
question_column, # Show question_column
|
369 |
+
button_row, # Show button_row
|
370 |
+
output, # Clear output message
|
371 |
+
state
|
372 |
+
]
|
373 |
+
)
|
374 |
+
|
375 |
+
demo.launch()
|
requirements.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
gradio
|
2 |
+
firebase-admin
|