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AF-text-classification-v1
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fanaf91318 commited on
Commit
4b20b59
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1 Parent(s): 8dd7bbb

update gradio

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Files changed (1) hide show
  1. app.py +103 -101
app.py CHANGED
@@ -4,111 +4,113 @@ import gradio as gr
4
  # Pipeline
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  pipe = pipeline("text-classification", model="AbrorBalxiyev/my_awesome_model", return_all_scores=True)
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- def get_html_for_results(results):
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- # Sort results by score in descending order
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- sorted_results = sorted(results, key=lambda x: x['score'], reverse=True)
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- html = """
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- <style>
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- .result-container {
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- font-family: Arial, sans-serif;
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- max-width: 600px;
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- margin: 20px auto;
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- }
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- .category-row {
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- margin: 10px 0;
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- }
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- .category-name {
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- display: inline-block;
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- width: 120px;
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- font-size: 14px;
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- color: #333;
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- }
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- .progress-bar {
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- display: inline-block;
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- width: calc(100% - 200px);
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- height: 20px;
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- background-color: #f0f0f0;
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- border-radius: 10px;
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- overflow: hidden;
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- margin-right: 10px;
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- }
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- .progress {
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- height: 100%;
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- background-color: #ff6b33;
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- border-radius: 10px;
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- transition: width 0.5s ease-in-out;
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- }
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- .percentage {
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- display: inline-block;
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- width: 50px;
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- text-align: right;
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- color: #666;
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- }
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- </style>
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- <div class="result-container">
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- """
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- for item in sorted_results:
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- percentage = item['score'] * 100
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- html += f"""
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- <div class="category-row">
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- <span class="category-name">{item['label']}</span>
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- <div class="progress-bar">
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- <div class="progress" style="width: {percentage}%;"></div>
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- </div>
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- <span class="percentage">{percentage:.0f}%</span>
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- </div>
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- """
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- html += "</div>"
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- return html
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- # Gradio interfeysi uchun funksiyani qayta yozish
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- def classify_text(text):
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- if not text.strip():
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- return "Please enter some text to classify."
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- pred = pipe(text)
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- return get_html_for_results(pred[0])
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- # Gradio interfeysi
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- iface = gr.Interface(
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- fn=classify_text,
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- inputs=[
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- gr.Textbox(
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- placeholder="Enter text to classify...",
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- label=None,
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- lines=3
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- )
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- ],
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- outputs=gr.HTML(),
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- title="Text Category Classification",
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- css="""
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- .gradio-container {
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- font-family: Arial, sans-serif;
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- }
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- .gradio-interface {
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- max-width: 800px !important;
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- }
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- #component-0 {
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- border-radius: 8px;
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- border: 1px solid #ddd;
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- }
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- .submit-button {
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- background-color: #ff6b33 !important;
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- }
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- .clear-button {
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- background-color: #f0f0f0 !important;
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- color: #333 !important;
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- }
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- """,
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- examples=[
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- ["Messi jahon chempioni bo'ldi"],
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- ["Yangi iPhone 15 Pro Max sotuvga chiqdi"],
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- ["Kitob o'qish foydali"],
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- ["Toshkentda ob-havo issiq"]
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- ]
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- )
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- iface.launch(share=True)
 
 
 
4
  # Pipeline
5
  pipe = pipeline("text-classification", model="AbrorBalxiyev/my_awesome_model", return_all_scores=True)
6
 
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+ # def get_html_for_results(results):
8
+ # # Sort results by score in descending order
9
+ # sorted_results = sorted(results, key=lambda x: x['score'], reverse=True)
10
 
11
+ # html = """
12
+ # <style>
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+ # .result-container {
14
+ # font-family: Arial, sans-serif;
15
+ # max-width: 600px;
16
+ # margin: 20px auto;
17
+ # }
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+ # .category-row {
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+ # margin: 10px 0;
20
+ # }
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+ # .category-name {
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+ # display: inline-block;
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+ # width: 120px;
24
+ # font-size: 14px;
25
+ # color: #333;
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+ # }
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+ # .progress-bar {
28
+ # display: inline-block;
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+ # width: calc(100% - 200px);
30
+ # height: 20px;
31
+ # background-color: #f0f0f0;
32
+ # border-radius: 10px;
33
+ # overflow: hidden;
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+ # margin-right: 10px;
35
+ # }
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+ # .progress {
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+ # height: 100%;
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+ # background-color: #ff6b33;
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+ # border-radius: 10px;
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+ # transition: width 0.5s ease-in-out;
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+ # }
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+ # .percentage {
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+ # display: inline-block;
44
+ # width: 50px;
45
+ # text-align: right;
46
+ # color: #666;
47
+ # }
48
+ # </style>
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+ # <div class="result-container">
50
+ # """
51
 
52
+ # for item in sorted_results:
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+ # percentage = item['score'] * 100
54
+ # html += f"""
55
+ # <div class="category-row">
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+ # <span class="category-name">{item['label']}</span>
57
+ # <div class="progress-bar">
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+ # <div class="progress" style="width: {percentage}%;"></div>
59
+ # </div>
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+ # <span class="percentage">{percentage:.0f}%</span>
61
+ # </div>
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+ # """
63
 
64
+ # html += "</div>"
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+ # return html
66
 
67
+ # # Gradio interfeysi uchun funksiyani qayta yozish
68
+ # def classify_text(text):
69
+ # if not text.strip():
70
+ # return "Please enter some text to classify."
71
 
72
+ # pred = pipe(text)
73
+ # return get_html_for_results(pred[0])
74
 
75
+ # # Gradio interfeysi
76
+ # iface = gr.Interface(
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+ # fn=classify_text,
78
+ # inputs=[
79
+ # gr.Textbox(
80
+ # placeholder="Enter text to classify...",
81
+ # label=None,
82
+ # lines=3
83
+ # )
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+ # ],
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+ # outputs=gr.HTML(),
86
+ # title="Text Category Classification",
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+ # css="""
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+ # .gradio-container {
89
+ # font-family: Arial, sans-serif;
90
+ # }
91
+ # .gradio-interface {
92
+ # max-width: 800px !important;
93
+ # }
94
+ # #component-0 {
95
+ # border-radius: 8px;
96
+ # border: 1px solid #ddd;
97
+ # }
98
+ # .submit-button {
99
+ # background-color: #ff6b33 !important;
100
+ # }
101
+ # .clear-button {
102
+ # background-color: #f0f0f0 !important;
103
+ # color: #333 !important;
104
+ # }
105
+ # """,
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+ # examples=[
107
+ # ["Messi jahon chempioni bo'ldi"],
108
+ # ["Yangi iPhone 15 Pro Max sotuvga chiqdi"],
109
+ # ["Kitob o'qish foydali"],
110
+ # ["Toshkentda ob-havo issiq"]
111
+ # ]
112
+ # )
113
 
114
+ # iface.launch(share=True)
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+ demo=gr.Interface.from_pipeline(pipe)
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+ demo.launch(debug=True)