Spaces:
Configuration error
Configuration error
| import gradio as gr | |
| import re | |
| from collections import Counter | |
| def analyze_text(text): | |
| if not text or not text.strip(): | |
| return "Please enter some text to analyze.", "", "", "", "" | |
| words = re.findall(r'\b\w+\b', text.lower()) | |
| sentences = re.split(r'[.!?]+', text) | |
| sentences = [s.strip() for s in sentences if s.strip()] | |
| word_count = len(words) | |
| char_count = len(text) | |
| char_no_space = len(text.replace(' ', '')) | |
| sentence_count = len(sentences) | |
| avg_word_length = sum(len(w) for w in words) / len(words) if words else 0 | |
| avg_sentence_length = sum(len(s.split()) for s in sentences) / len(sentences) if sentences else 0 | |
| word_freq = Counter(words) | |
| top_words = word_freq.most_common(5) | |
| positive_words = {'good', 'great', 'excellent', 'amazing', 'wonderful', 'fantastic', 'love', 'happy', 'joy', 'best'} | |
| negative_words = {'bad', 'terrible', 'awful', 'horrible', 'hate', 'sad', 'angry', 'worst', 'poor', 'disappointing'} | |
| pos_count = sum(1 for w in words if w in positive_words) | |
| neg_count = sum(1 for w in words if w in negative_words) | |
| if pos_count > neg_count: | |
| sentiment = "Positive" | |
| elif neg_count > pos_count: | |
| sentiment = "Negative" | |
| else: | |
| sentiment = "Neutral" | |
| summary = f"""Text Statistics: | |
| • Words: {word_count} | |
| • Characters: {char_count} (no spaces: {char_no_space}) | |
| • Sentences: {sentence_count} | |
| • Avg word length: {avg_word_length:.1f} | |
| • Avg sentence length: {avg_sentence_length:.1f} words | |
| Sentiment: {sentiment} | |
| Top 5 words: {', '.join(f"{w} ({c})" for w, c in top_words)}""" | |
| return summary, str(word_count), str(char_count), sentiment, str(sentence_count) | |
| def reverse_text(text): | |
| return text[::-1] if text else "" | |
| def count_pattern(text, pattern): | |
| if not text or not pattern: | |
| return "0" | |
| return str(len(re.findall(pattern, text))) | |
| def load_sample(sample_num): | |
| samples = { | |
| 1: "The quick brown fox jumps over the lazy dog. This is a great example of text analysis. The fox is very quick and agile.", | |
| 2: "I love programming! Python is amazing and wonderful. The best language ever created.", | |
| 3: "This is terrible and awful. I hate this so much. The worst experience of my life." | |
| } | |
| return samples.get(sample_num, "") | |
| with gr.Blocks(title="Text Analyzer", theme=gr.themes.Soft()) as demo: | |
| gr.Markdown("# 📝 Text Analyzer & Processing Tool") | |
| gr.Markdown("Analyze, process, and extract insights from your text.") | |
| with gr.Row(): | |
| with gr.Column(scale=2): | |
| text_input = gr.Textbox( | |
| label="Enter your text", | |
| placeholder="Paste or type your text here...", | |
| lines=8 | |
| ) | |
| analyze_btn = gr.Button("🔍 Analyze Text", variant="primary") | |
| with gr.Column(scale=1): | |
| gr.Markdown("### Quick Stats") | |
| word_output = gr.Textbox(label="Word Count", interactive=False) | |
| char_output = gr.Textbox(label="Character Count", interactive=False) | |
| sentiment_output = gr.Textbox(label="Sentiment", interactive=False) | |
| sentence_output = gr.Textbox(label="Sentence Count", interactive=False) | |
| gr.Markdown("---") | |
| with gr.Row(): | |
| with gr.Column(): | |
| gr.Markdown("### 📊 Detailed Analysis") | |
| analysis_output = gr.Textbox(label="Analysis Results", lines=10, interactive=False) | |
| with gr.Column(): | |
| gr.Markdown("### 🔧 Text Tools") | |
| reverse_btn = gr.Button("🔄 Reverse Text") | |
| reversed_output = gr.Textbox(label="Reversed Text", interactive=False) | |
| pattern_input = gr.Textbox(label="Regex Pattern", placeholder="e.g., \\d+ for numbers") | |
| pattern_btn = gr.Button("🔢 Count Pattern Matches") | |
| pattern_output = gr.Textbox(label="Match Count", interactive=False) | |
| gr.Markdown("---") | |
| gr.Markdown("### 📋 Sample Texts") | |
| with gr.Row(): | |
| sample_btn1 = gr.Button("Load Sample 1") | |
| sample_btn2 = gr.Button("Load Sample 2") | |
| sample_btn3 = gr.Button("Load Sample 3") | |
| analyze_btn.click( | |
| fn=analyze_text, | |
| inputs=[text_input], | |
| outputs=[analysis_output, word_output, char_output, sentiment_output, sentence_output] | |
| ) | |
| reverse_btn.click( | |
| fn=reverse_text, | |
| inputs=[text_input], | |
| outputs=[reversed_output] | |
| ) | |
| pattern_btn.click( | |
| fn=count_pattern, | |
| inputs=[text_input, pattern_input], | |
| outputs=[pattern_output] | |
| ) | |
| sample_btn1.click(fn=lambda: load_sample(1), outputs=[text_input]) | |
| sample_btn2.click(fn=lambda: load_sample(2), outputs=[text_input]) | |
| sample_btn3.click(fn=lambda: load_sample(3), outputs=[text_input]) | |
| if __name__ == "__main__": | |
| demo.launch(server_name="0.0.0.0", server_port=7860, share=False) | |