first version

app.py

@@ -0,0 +1,134 @@
+import gradio as gr
+import pandas as pd
+import numpy as np
+from typing import List, Dict
+from flask import Flask, send_from_directory
+import os
+
+class CSVViewer:
+    def __init__(self, csv_path: str):
+        self.df = pd.read_csv(csv_path)
+        self.current_page = 0
+        self.rows_per_page = 1
+        self.total_pages = len(self.df)
+        
+    def get_page_data(self, page_num: int) -> Dict:
+        if page_num < 0 or page_num >= self.total_pages:
+            return None
+            
+        row = self.df.iloc[page_num]
+        
+        # Get product information
+        product_info = {
+            'Web link': str(row['Web link']),
+            'Product Code': str(row['Product Code']),
+            'Product Name': str(row['Product Name'])
+        }
+        
+        # Separate original and AI-predicted columns
+        original_data = {}
+        ai_data = {}
+        
+        for col in self.df.columns:
+            if 'Score' in col or 'Distance' in col or col  == '':
+                continue  # Skip score and distance columns
+                
+            if col in ['Web link', 'Product Code', 'Product Name']:
+                continue  # Skip these columns as they're shown at the top
+
+            if col in ["Length", "Style", "Sleeve Length", "Neckline", "Pattern", "Fabric", "Features", "Closure", "Body Fit", "Occasion", "Season"]:
+                original_data[col] = str(row[col])
+            if col.endswith('_AI'):
+                ai_data[col] = str(row[col])
+                
+        
+        return {
+            'product_info': product_info,
+            'original_data': original_data,
+            'ai_data': ai_data,
+            'page_num': page_num + 1,
+            'total_pages': self.total_pages
+        }
+
+def create_page_view(page_num: int) -> str:
+    viewer = CSVViewer('attr.csv')
+    page_data = viewer.get_page_data(page_num)
+    
+    if not page_data:
+        return "Invalid page number"
+    
+    # Get product image
+    product_code = page_data['product_info']['Product Code']
+    
+    # Find matching image file
+    image_files = [f for f in os.listdir('thumbs') if f.startswith(product_code)]
+    if image_files:
+        # Use relative path for Gradio
+        image_path = f"/static/thumbs/{image_files[0]}"
+    else:
+        image_path = None
+    
+    # Product information header
+    html = f"<h3>Page {page_data['page_num']} of {page_data['total_pages']}</h3>"
+    html += "<div style='margin-bottom: 20px; display: flex; gap: 20px;'>"
+    
+    # Image section
+    if image_path:
+        html += f"<div style='flex: 0 0 300px;'>"
+        html += f"<img src='{image_path}' alt='Product Image' style='max-width: 100%; border-radius: 5px;'>"
+        html += "</div>"
+    
+    # Product info section
+    html += "<div>"
+    for key, value in page_data['product_info'].items():
+        html += f"<p><strong>{key}:</strong> {value}</p>"
+    html += "</div></div>"
+    
+    html += "<div style='display: flex; gap: 20px;'>"
+    
+    # Original data section
+    html += "<div style='flex: 1; border: 1px solid #ddd; padding: 15px; border-radius: 5px;'>"
+    html += "<h4>Original Data</h4>"
+    html += "<table style='width: 100%;'>"
+    for key, value in page_data['original_data'].items():
+        html += f"<tr><td style='width: 150px;'>{key}</td><td>{value}</td></tr>"
+    html += "</table></div>"
+    
+    # AI data section
+    html += "<div style='flex: 1; border: 1px solid #ddd; padding: 15px; border-radius: 5px;'>"
+    html += "<h4>AI Predicted Data</h4>"
+    html += "<table style='width: 100%;'>"
+    for key, value in page_data['ai_data'].items():
+        html += f"<tr><td style='width: 150px;'>{key}</td><td>{value}</td></tr>"
+    html += "</table></div>"
+    
+    html += "</div>"
+    return html
+
+# Create Gradio interface
+demo = gr.Interface(
+    fn=create_page_view,
+    inputs=gr.Slider(0, 100, step=1, label="Page Number"),
+    outputs="html",
+    title="CSV Data Viewer",
+    description="Navigate through CSV data pages to compare original and AI-predicted values"
+)
+
+# Create Flask app
+app = Flask(__name__, static_folder='.', static_url_path='')
+
+@app.route('/static/thumbs/<path:filename>')
+def serve_image(filename):
+    return send_from_directory('thumbs', filename)
+
+# Create Gradio interface
+demo = gr.Interface(
+    fn=create_page_view,
+    inputs=gr.Slider(0, 100, step=1, label="Page Number"),
+    outputs="html",
+    title="CSV Data Viewer",
+    description="Navigate through CSV data pages to compare original and AI-predicted values"
+)
+
+# Launch Gradio interface with Flask server
+demo.launch(server_name="0.0.0.0", server_port=7860)

attr.csv

@@ -0,0 +1,70 @@
+Web link,Product Code,Product Name,,Length,Length_AI,,Score,Style,Style_AI,,Style Distance,Score,Sleeve Length,Sleeve Length_AI,,Score,Neckline,Neckline_AI,,neck distance,Score,Pattern,Pattern_AI,,Score,Fabric,Fabric_AI,,Score,Features,Features_AI,,Score,Closure,Closure_AI,,Closure,Body Fit,Body Fit_AI,,Score,Occasion,Occasion_AI,,Score,Season,Season_AI,,Score
+https://www.selfridges.com/KW/en/product/roksanda-hierys-pleated-silk-maxi-dress_R04438255/#colour=Rust%20%26%20Orange,R04438255,Hierys dress,1.818181818,Maxi,Maxi,1,1,Kaftan,Kaftan,1,0,1,Short Sleeve,Short Sleeve,1,1,Round Neck,High Neck,4,1,1,Plain,Plain,1,1,Silk,Satin,4,4 - silk,['None'],['None'],1,1,['Button'],['Zip'],3,4 - button,Regular,Regular,1,1,"['Evening', 'Party']","['Evening', 'Cocktail', 'Party']",2,1,"['Spring', 'Summer']","['Summer', 'Spring']",1,3
+https://www.selfridges.com/GB/en/product/roksanda-hanae-striped-satin-maxi-dress_R04438259/#colour=Patchwork%20Sunset,R04438259,Hanae dress,1.272727273,Maxi,Maxi,1,1,A Line,A Line,1,0,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,other,other,1,3,Polyester,Polyester,1,4 - polyester,['Lined'],['None'],3,3 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Cocktail', 'Evening', 'Party']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,3
+https://www.selfridges.com/KW/en/product/zimmermann-illuminate-floral-linen-midi-dress_R04440398/#colour=BLACK%20FLORAL,R04440398,Zimm m ill button mid dress,2.272727273,Midi,Midi,1,1,A Line,Shirt Dress,4,1,1,Long Sleeve,Long Sleeve,1,1,High Neck,High Neck,1,0,1,Floral,Floral,1,1,Linen,Polyester,4,4 - linen,['None'],['None'],1,1,"['Zip', 'Button']",['Button'],2,1,Regular,Regular,1,1,"['Evening', 'Party']","['Casual', 'Day', 'Work']",6,3,"['Autumn', 'Winter']","['Spring', 'Autumn']",3,3
+https://www.selfridges.com/KW/en/product/dissh-gabby-flared-cotton-poplin-mini-dress_R04463788/#colour=CORNFLOWER,R04463788,Gabby mini dress,1.727272727,Mini,Mini,1,1,Smock,Shift,4,1,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['Pockets'],['None'],3,4 - pockets,[],[],3,4,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day', 'Beach']",2,1,"['Summer', 'Spring']","['Spring', 'Summer']",1,1
+https://www.selfridges.com/KW/en/product/dissh-kai-sleeveless-woven-maxi-dress_R04463789/#colour=PLASTER,R04463789,Kai dress,2,Maxi,Maxi,1,1,Shift,Column,4,2,1,Sleeveless,Sleeveless,1,1,Scoop Neck,Round Neck,4,1,1,Plain,Plain,1,1,Linen,Linen,1,1,['Lined'],['None'],3,3 - lined,['Button'],['Zip'],3,4 - button,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day', 'Beach']",2,3,"['Summer', 'Spring']","['Spring', 'Summer']",1,1
+https://www.selfridges.com/GB/en/product/dissh-toby-shirred-cotton-poplin-midi-dress_R04463792/#colour=WHITE,R04463792,Toby midi dress,2.090909091,Midi,Midi,1,1,Smock,Slip,4,2,1,Sleeveless,Sleeveless,1,1,Scoop Neck,Square Neck,4,1,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['None'],['Lined'],3,1,[],['Zip'],3,4,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day', 'Beach']",2,1,['Summer'],"['Spring', 'Summer']",2,1
+https://www.selfridges.com/KW/en/product/dissh-liza-ruffled-cotton-poplin-midi-dress_R04463794/#colour=PLASTER,R04463794,Liza midi dress,2.636363636,Midi,Midi,1,1,A Line,Empire,4,0,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Plain,Plain,1,1,Cotton,Linen,4,1,['Lined'],['None'],3,3 - lined,['Zip'],,3,1,Regular,,4,1,"['Casual', 'Beach']",,4,1,['Summer'],,3,1
+,R04463805,Maisie mini dress,2,Mini,Mini,1,4 - mini,A Line,Shift,4,0,1,Sleeveless,Sleeveless,1,1,Boat Neck,Round Neck,4,1,4 - boat neck,Plain,Plain,1,1,Cotton,Cotton,1,1,['Pockets'],['None'],3,4 - pockets,['Zip'],[],3,1,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day', 'Beach']",2,1,"['Summer', 'Spring']","['Spring', 'Summer']",1,1
+,R04463812,Sheri mini dress,1.545454545,Mini,Mini,1,1,Pinafore,Shift,4,1,1,Sleeveless,Sleeveless,1,1,Boat Neck,Round Neck,4,1,4 - boat neck,Plain,Plain,1,1,Denim,Denim,1,1,['Pockets'],['Pockets'],1,4 - pockets,['Button'],['Button'],1,1,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day']",1,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04463827,Alias dress,2.090909091,Maxi,Maxi,1,4,Shift,Column,4,2,4 - straight/column,Strapless,Strapless,1,1,Bandeau,Bandeau,1,0,3 - or bandeau,Plain,Plain,1,1,Viscose,Crepe,4,4 - viscose,['None'],['None'],1,1,[],['Zip'],3,4,Regular,Regular,1,1,['Casual'],"['Evening', 'Cocktail', 'Wedding Guest']",5,4,"['Spring', 'Summer']","['Summer', 'Spring']",1,1
+https://www.selfridges.com/KW/en/product/dissh-monica-sleeveless-woven-midi-dress_R04463833/#colour=BITTER%20CHOCOLATE,R04463833,Monica midi dress,1.818181818,Midi,Midi,1,1,Column,Column,1,0,1,Sleeveless,Sleeveless,1,1,Round Neck,Round Neck,1,0,1,Plain,Plain,1,1,Satin,Satin,1,1,['Lined'],['None'],3,3 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Evening', 'Cocktail', 'Wedding Guest']",4,1,"['Autumn', 'Winter']","['Spring', 'Summer']",5,1
+,R04463838,Laura midi dress,1,Maxi,,-1,1,Slip,,-1,,1,Sleeveless,,-1,1,Scoop Neck,,-1,,4 - scoop neck,Spot,,-1,1,Silk,,-1,4 - silk,['None'],,3,1,[],,3,4,Regular,,4,1,"['Evening', 'Party']",,4,1,['Summer'],,3,1
+https://www.selfridges.com/GB/en/product/dissh-gabby-flared-cotton-poplin-midi-dress_R04463840/#colour=BITTER%20CHOCOLATE,R04463840,Gabby midi dress,1.909090909,Midi,Midi,1,4 - midi,A Line,Column,4,1,1,Sleeveless,Sleeveless,1,1,V Neck,Scoop Neck,4,0,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['Pockets'],['None'],3,4 - pockets,[],[],3,4,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day']",1,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04465606,Zimm p  maxi dress,2.454545455,Maxi,Maxi,1,1,Empire,Kaftan,4,1,1,Short Sleeve,Short Sleeve,1,1,Round Neck,Round Neck,1,0,1,Floral,Paisley,4,1,Silk,Chiffon,4,1,['None'],['None'],1,1,['Zip'],[],3,1,Regular,Regular,1,1,"['Evening', 'Party']","['Casual', 'Beach', 'Day']",6,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+https://www.selfridges.com/GB/en/product/zimmermann-rhiannon-ruffled-silk-maxi-dress_R04465609/#colour=BLACK%20PAISLEY,R04465609,Zimm p  ruffle maxi dress,1.636363636,Maxi,Maxi,1,4 - midi,Empire,Slip,4,1,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Paisley,Paisley,1,4 - paisley,Silk,Polyester,4,4 - silk ,['None'],['None'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Casual', 'Beach']","['Beach', 'Casual', 'Day']",2,3,"['Summer', 'Spring']","['Spring', 'Summer']",1,1
+https://www.selfridges.com/GB/en/product/zimmermann-rhiannon-ruffled-silk-maxi-dress_R04465610/#colour=GOLD,R04465610,Zimm p  ruffle maxi dress,2.181818182,Maxi,Maxi,1,4 - midi,Empire,Empire,1,0,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Plain,Plain,1,1,Silk,Satin,4,4 - silk ,['Lined'],['None'],3,3 - lined,['Zip'],[],3,4 - zip,Regular,Regular,1,1,"['Evening', 'Party']","['Beach', 'Casual', 'Wedding Guest']",6,1,['Summer'],"['Spring', 'Summer']",2,1
+,R04437217,Novara dress shell pansy,1.818181818,Midi,Midi,1,1,A Line,Empire,4,0,1,Short Sleeve,Short Sleeve,1,1,V Neck,V Neck,1,0,1,Floral,Floral,1,1,Viscose,Chiffon,4,4 - viscose,['None'],['None'],1,1,['Zip'],['Button'],3,4 - zip,Regular,Regular,1,1,"['Casual', 'Day']","['Day', 'Casual', 'Beach']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+https://www.selfridges.com/KW/en/product/self-portrait-panelled-boucle-and-satin-tailored-maxi-dress_R04456557/#colour=CREAM,R04456557,Sp bridal tailor maxi dress,1.727272727,Maxi,Maxi,1,1,A Line,Blazer Dress,4,1,1,Short Sleeve,Short Sleeve,1,1,V Neck,V Neck,1,0,1,Plain,Plain,1,1,Satin,Crepe,4,4 - satin,['Lined'],['Lined'],1,3 - lined,['Button'],['Button'],1,1,Regular,Regular,1,1,"['Evening', 'Wedding Guest', 'Bridal']","['Bridal', 'Cocktail', 'Evening']",3,3 - also bridal,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04456560,Sp bridal bow mini dress,2.090909091,Mini,Mini,1,4 - mini,Shift,Shift,1,0,4 - shift,Sleeveless,Sleeveless,1,1,High Neck,High Neck,1,0,4 - high neck,Floral,Plain,4,4 - floral,Satin,Lace,4,1,['Lined'],['Backless'],3,3 - lined,[],['Zip'],3,4,Regular,Regular,1,1,"['Evening', 'Party', 'Bridal']","['Bridal', 'Cocktail', 'Party']",3,3 - also bridal,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04456562,Sp bridal flower maxi dress,1.727272727,Maxi,Maxi,1,1,Slip,Slip,1,0,1,Sleeveless,Sleeveless,1,1,V Neck,Sweetheart,4,1,1,Plain,Plain,1,1,Satin,Satin,1,1,['None'],['None'],1,1,[],[],3,4,Regular,Regular,1,1,"['Evening', 'Party']","['Evening', 'Bridal', 'Bridesmaid']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04460756,Linen peplum midi dress,2,Midi,Midi,1,1,A Line,Shirt Dress,4,1,4 - A Line,Sleeveless,Sleeveless,1,1,Square Neck,Square Neck,1,0,4 - square neck,Floral,Plain,4,1,Linen,Linen,1,4 - linen/cotton,['Pockets'],['Lined'],3,4 - lined,['Button'],['Button'],1,1,Regular,Regular,1,1,"['Day', 'Party']","['Casual', 'Day', 'Wedding Guest']",4,3,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04460757,Sp lace collared midi dress,1.545454545,Midi,Midi,1,1,Shirt Dress,Shirt Dress,1,0,1,Short Sleeve,Short Sleeve,1,1,Round Neck,Round Neck,1,0,4 - round neck,Floral,Plain,4,1,Lace,Lace,1,1,['Lined'],['Lined'],1,3 - lined,['Button'],['Button'],1,1,Regular,Regular,1,1,"['Day', 'Party']","['Casual', 'Day', 'Wedding Guest']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04461988,Joely contrast midaxi dress,1.363636364,Midi,Midi,1,1,Slip,Slip,1,0,1,Sleeveless,Sleeveless,1,1,Sweetheart,Sweetheart,1,0,1,Plain,Plain,1,1,Satin,Satin,1,1,['Lined'],['None'],3,4 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Cocktail', 'Evening', 'Party']",2,1,['Summer'],"['Spring', 'Summer']",2,1
+,R04461991,Lissy tie back midaxi dress,2,Midi,Midi,1,4 - midi,A Line,Slip,4,1,4 - A Line,Sleeveless,Sleeveless,1,1,Sweetheart,V Neck,4,1,1,Floral,Floral,1,1,Chiffon,Chiffon,1,3 - chiffon,['Lined'],['None'],3,4 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Wedding Guest', 'Cocktail', 'Party']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04461992,Primrose maxi dress,2.181818182,Maxi,Maxi,1,1,Slip,Column,4,0,3,Long Sleeve,Long Sleeve,1,4 - long sleeve,Boat Neck,Round Neck,4,1,4 - boat neck,Floral,Floral,1,1,Chiffon,Chiffon,1,3 - chiffon,['Lined'],['None'],3,4 - lined,['Zip'],[],3,1,Regular,Regular,1,1,"['Evening', 'Wedding Guest']","['Casual', 'Day', 'Wedding Guest']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04461994,Joely contrast maxi dress,1.636363636,Maxi,Maxi,1,1,Slip,Slip,1,0,1,Sleeveless,Sleeveless,1,1,Sweetheart,Sweetheart,1,0,1,Plain,Plain,1,4 - plain,Chiffon,Satin,4,3 - chiffon,['Lined'],['None'],3,4 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party','Wedding Guest']","['Cocktail', 'Evening', 'Party']",3,3 - wedding guest,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04461995,Constance ruffle maxi dress,1.727272727,Maxi,Maxi,1,1,Slip,Slip,1,0,1,Sleeveless,Sleeveless,1,1,Sweetheart,Cowl Neck,4,2,1,Floral,Floral,1,1,Chiffon,Chiffon,1,3 - chiffon,['Lined'],['None'],3,4 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Wedding Guest']","['Wedding Guest', 'Cocktail', 'Day']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04462006,Carri tulle maxi dress,1.636363636,Maxi,Maxi,1,1,Column,Gown,4,0,4 - straight/column,Sleeveless,Sleeveless,1,1,Halter Neck,Halter Neck,1,0,1,Plain,Plain,1,1,Tulle,Tulle,1,4 - tulle,['None'],['Lined'],3,1,['Zip'],['Zip'],1,4 - zip,Regular,Regular,1,1,"['Evening', 'Party','Wedding Guest']","['Cocktail', 'Evening', 'Wedding Guest']",3,3 - wedding guest,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04464639,Hermoine mini,1.727272727,Mini,Mini,1,1,A Line,Shift,4,0,1,Sleeveless,Sleeveless,1,1,Halter Neck,Halter Neck,1,0,4 - halter neck,Plain,Plain,1,1,Crepe,Crepe,1,4 - crepe,['Lined'],['Cut Out'],3,4 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,['Party'],"['Cocktail', 'Party', 'Wedding Guest']",3,1,['Summer'],"['Spring', 'Summer']",2,1
+https://www.selfridges.com/GB/en/product/tove-lauryn-strapless-stretch-cotton-midi-dress_R04466716/#colour=BLACK,R04466716,Lauryn dress,1.272727273,Midi,Midi,1,1,Corset,Corset,1,0,4 - drop waist,Strapless,Strapless,1,1,Bandeau,Bandeau,1,0,4 - bandeau,Plain,Plain,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,['Zip'],['Zip'],1,4 - zip,Regular,Regular,1,1,"['Casual', 'Party']","['Cocktail', 'Evening', 'Party']",4,3,"['Summer', 'Spring']","['Spring', 'Summer']",1,1
+https://www.selfridges.com/GB/en/product/tove-lauryn-strapless-stretch-cotton-midi-dress_R04466717/#colour=BUTTERMILK,R04466717,Lauryn dress,1.818181818,Midi,Midi,1,1,Drop waist,Drop waist,1,0,4 - drop waist,Strapless,Strapless,1,1,Bandeau,Sweetheart,4,2,4 - bandeau,Plain,Plain,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Casual', 'Day', 'Wedding Guest']",6,1,['Summer'],"['Spring', 'Summer']",2,1
+https://www.selfridges.com/GB/en/product/tove-ceres-short-sleeve-cotton-poplin-maxi-dress_R04466718/#colour=CHOCOLATE,R04466718,Ceres dress,1.636363636,Midi,Midi,1,1,A Line,Empire,4,0,4 - A Line,Short Sleeve,Short Sleeve,1,4 - short sleeve,V Neck,V Neck,1,0,4 - v neck,Plain,Plain,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,[],[],3,4,Regular,Regular,1,1,['Casual'],"['Casual', 'Day']",2,4 - casual,['Summer'],"['Spring', 'Summer']",2,1
+,R04466721,Rachel dress,1.545454545,Maxi,Maxi,1,1,Column,Column,1,0,1,Strapless,Strapless,1,1,Bandeau,Bandeau,1,0,3 - or bandeau,Plain,Plain,1,1,Linen,Linen,1,3 - linen/cotton,['Lined'],['None'],3,4 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Cocktail', 'Evening', 'Wedding Guest']",4,1,['Summer'],"['Spring', 'Summer']",2,1
+,R04466722,Sabella dress,1.727272727,Midi,Midi,1,1,Column,Column,1,0,1,Strapless,Strapless,1,1,Bandeau,Bandeau,1,0,3 - or bandeau,Plain,Plain,1,1,Linen,Linen,1,3 - linen/cotton,['Lined'],['None'],3,4 - lined,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Casual', 'Beach', 'Wedding Guest']",6,3,['Summer'],"['Spring', 'Summer']",2,1
+,R04440403,Zimm m ill flounce gown,1.090909091,Maxi,,-1,1,Empire,,-1,,4 - empire,Sleeveless,,-1,1,Square Neck,,-1,,4 - square neck,other,,-1,3,Silk,,-1,1,['Pockets'],,3,4 - pockets,[],,3,4,Regular,,4,1,"['Evening', 'Party']",,4,1,"['Spring', 'Summer']",,4,1
+https://www.selfridges.com/KW/en/product/loewe-loewe-x-paulas-ibiza-anagram-print-sleeveless-cotton-blend-midi-dress_R04467709/#colour=PINK%2FYELLOW,R04467709,Tank dress,2.272727273,Midi,Midi,1,1,Bodycon,Column,4,0,1,Sleeveless,Sleeveless,1,1,Halter Neck,Halter Neck,1,0,1,Logo,Plain,4,1,Cotton,Knit,4,4 - cotton,['None'],['None'],1,1,[],[],3,1,Regular,Regular,1,1,['Casual'],"['Casual', 'Beach', 'Day']",3,3 - casual,['Summer'],"['Spring', 'Summer']",2,1
+,R04467725,Feather tank dress,1.090909091,Maxi,,-1,1,Bodycon,,-1,,1,Sleeveless,,-1,1,Round Neck,,-1,,1,other,,-1,1,Jersey,,-1,1,['None'],,3,1,[],,3,4,Regular,,4,1,"['Evening', 'Party']",,4,1,"['Autumn', 'Winter']",,4,1
+https://www.selfridges.com/KW/en/product/the-kooples-sleeveless-pleated-woven-midi-dress_R04406187/#colour=BABY%20BLUE,R04406187,Dress,1.545454545,Midi,Midi,1,4 - midi,A Line,Asymmetric,4,1,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Plain,Plain,1,1,Chiffon,Chiffon,1,4 - chiffon,['None'],['Lined'],3,1,['Button'],['Button'],1,1,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day', 'Beach']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04434162,Aurelia lace trim maxi dress in blue,1.454545455,Maxi,Maxi,1,1,Slip,Slip,1,0,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Plain,Plain,1,1,Satin,Satin,1,1,['Cut Out'],"['Lace', 'Cut Out']",2,1,['Button'],['Zip'],3,4,Regular,Regular,1,1,"['Evening', 'Party']","['Evening', 'Party', 'Cocktail']",2,1,['Summer'],"['Spring', 'Summer']",2,1
+,R04434165,Charlee maxi dress,1.090909091,Maxi,Maxi,1,1,Column,Column,1,0,4 - straight/column,Long Sleeve,Long Sleeve,1,1,One Shoulder,One Shoulder,1,0,1,Plain,Plain,1,1,Satin,Satin,1,1,['None'],['None'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Evening', 'Cocktail', 'Party']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04434185,Odette dress in green,2,Midi,Midi,1,1,A Line,Empire,4,0,1,Short Sleeve,Short Sleeve,1,1,V Neck,V Neck,1,0,1,Plain,Plain,1,1,Satin,Satin,1,1,['Cut Out'],['None'],3,1,['Button'],['Zip'],3,4 - button,Regular,Regular,1,1,['Day'],"['Cocktail', 'Party', 'Wedding Guest']",5,3 - day,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04439720,Dress,1.363636364,Maxi,Maxi,1,1,Empire,Empire,1,0,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Floral,Floral,1,1,Viscose,Chiffon,4,4 - viscose,['Lined'],['Lined'],1,4 - lined,['Zip'],['Zip'],1,4 - zip,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Wedding Guest', 'Day']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04449566,Embroidered printed kaftan,1.909090909,Maxi,Maxi,1,1,Kaftan,Kaftan,1,0,3 - kaftan,Long Sleeve,Long Sleeve,1,1,Round Neck,Round Neck,1,0,1,Floral,Floral,1,1,Satin,Chiffon,4,1,['None'],['None'],1,1,[],['Zip'],3,4,Regular,Regular,1,1,"['Evening', 'Party']","['Casual', 'Beach', 'Day']",6,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04449600,Textured scallop knit kaftan,1.636363636,Midi,Midi,1,1,Kaftan,Kaftan,1,0,3 - kaftan,Long Sleeve,Long Sleeve,1,1,Round Neck,Crew Neck,4,0,4 - round neck,Plain,Plain,1,4 - plain,Knit,Knit,1,1,['None'],['None'],1,1,['Button'],['Button'],1,1,Regular,Regular,1,1,['Casual'],"['Casual', 'Beach', 'Day']",3,1,"['Autumn', 'Winter']","['Spring', 'Autumn']",3,1
+,R04450918,Dress,2.272727273,Mini,Mini,1,1,A Line,Empire,4,0,1,Short Sleeve,Short Sleeve,1,1,V Neck,V Neck,1,0,1,other,Plain,4,1,Polyester,Tulle,4,4 - polyester,['None'],['Lined'],3,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Party', 'Wedding Guest']","['Casual', 'Party', 'Day']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04457258,Allena cotton halter midi sundress,1.454545455,Midi,Midi,1,1,A Line,A Line,1,0,1,Sleeveless,Sleeveless,1,1,Halter Neck,Halter Neck,1,0,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['Pockets'],['None'],3,4 - pockets,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Party', 'Evening']","['Casual', 'Party', 'Wedding Guest']",4,1,"['Summer', 'Spring']","['Spring', 'Summer']",1,1
+,R04457267,Dolly cotton a line midi sundress,1.272727273,Midi,Midi,1,1,A Line,A Line,1,0,1,Sleeveless,Sleeveless,1,1,Square Neck,Square Neck,1,0,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['Pockets'],['Pockets'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"[ 'Party', 'Wedding Guest']","['Casual', 'Day', 'Wedding Guest']",4,3 - not casual,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04457385,Dress,1.090909091,Mini,Mini,1,1,Shirt Dress,Shirt Dress,1,0,1,Short Sleeve,Short Sleeve,1,1,Round Neck,Round Neck,1,0,1,Stripe,Stripe,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,['Button'],['Button'],1,1,Regular,Regular,1,1,"['Casual', 'Work']","['Casual', 'Day', 'Work']",2,3,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04458373,Lulabell cotton puff sleeve midi dress,1.454545455,Midi,Midi,1,1,Corset,Empire,4,2,1,Short Sleeve,Short Sleeve,1,1,Sweetheart,Sweetheart,1,0,1,Floral,Floral,1,1,Cotton,Cotton,1,1,['Pockets'],['Pockets'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Day', 'Party', 'Wedding Guest']","['Casual', 'Day', 'Wedding Guest']",3,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04458375,Lini mesh maxi dress,1.909090909,Maxi,Maxi,1,1,Corset,Slip,4,1,1,Sleeveless,Sleeveless,1,1,Sweetheart,Sweetheart,1,0,1,Plain,Plain,1,1,Chiffon,Mesh,4,4 - chiffon,['None'],['Cut Out'],3,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party']","['Party', 'Evening', 'Cocktail']",2,1,['Summer'],"['Spring', 'Summer']",2,1
+,R04458605,Rosie cotton mini dress,1.545454545,Mini,Mini,1,1,A Line,Corset,4,2,1,Short Sleeve,Short Sleeve,1,1,Square Neck,Square Neck,1,0,1,Floral,Floral,1,1,Cotton,Cotton,1,1,['None'],['None'],1,4,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Party', 'Wedding Guest']","['Party', 'Casual', 'Day']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04458605,Rosie cotton mini dress,1.545454545,Mini,Mini,1,1,A Line,Corset,4,2,1,Short Sleeve,Short Sleeve,1,1,Square Neck,Square Neck,1,0,1,Floral,Floral,1,1,Cotton,Cotton,1,1,['None'],['None'],1,4,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Party', 'Wedding Guest']","['Party', 'Casual', 'Day']",4,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04458956,Dress,1.090909091,Mini,,-1,1,Smock,,-1,,1,Long Sleeve,,-1,1,V Neck,,-1,,1,Plain,,-1,1,Chiffon,,-1,4 - chiffon,['None'],,3,1,[],,3,4,Regular,,4,1,"['Casual', 'Day']",,4,1,"['Spring', 'Summer']",,4,1
+,R04458959,Dress,1.545454545,Mini,Mini,1,4 - mini,Slip,Slip,1,0,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Floral,Floral,1,1,Viscose,Chiffon,4,4 - viscose,['None'],['None'],1,1,[],[],3,4,Regular,Regular,1,1,"['Casual', 'Day']","['Casual', 'Day', 'Beach']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04458961,Dress,2,Maxi,Maxi,1,1,Empire,Slip,4,1,1,Sleeveless,Sleeveless,1,1,V Neck,V Neck,1,0,1,Floral,Plain,4,1,Polyester,Tulle,4,4 - polyester,['Lined'],['Lined'],1,4 - lined,[],['Zip'],3,4,Regular,Regular,1,1,"['Evening', 'Party', 'Wedding Guest']","['Wedding Guest', 'Party', 'Evening']",1,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04459801,Rosalee stripe print corset midi dress,1.181818182,Midi,Midi,1,1,Corset,Corset,1,0,1,Sleeveless,Sleeveless,1,1,Sweetheart,Sweetheart,1,0,1,Floral,Floral,1,1,Cotton,Cotton,1,1,['Pockets'],['Pockets'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Day', 'Party', 'Wedding Guest']","['Casual', 'Day', 'Wedding Guest']",3,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04464612,Marilyn twill halter midi sundress,1.636363636,Midi,Midi,1,1,A Line,A Line,1,0,1,Sleeveless,Sleeveless,1,1,Halter Neck,Halter Neck,1,0,1,Plain,Plain,1,1,Cotton,Twill,4,1,['Pockets'],['None'],3,1,['Zip'],['Zip'],1,3 - lined,Regular,Regular,1,1,"['Evening', 'Party','Wedding Guest']","['Cocktail', 'Party', 'Wedding Guest']",3,3 - wedding guest,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04464613,Ysabella print cotton midi sundress,1.090909091,Midi,Midi,1,1,A Line,A Line,1,0,1,Sleeveless,Sleeveless,1,1,Square Neck,Square Neck,1,0,1,Floral,Floral,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Day', 'Wedding Guest']","['Casual', 'Day', 'Wedding Guest']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04464616,Sarai lace godet maxi dress,1.909090909,Maxi,Maxi,1,1,Corset,Bodycon,4,0,1,Sleeveless,Sleeveless,1,1,Sweetheart,Sweetheart,1,0,1,Floral,Plain,4,1,Lace,Lace,1,1,['None'],['Lined'],3,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Evening', 'Party','Wedding Guest']","['Cocktail', 'Evening', 'Wedding Guest']",3,3 - wedding guest,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04464618,Minerva ribbon print chiffon midi dress,1.727272727,Midi,Midi,1,1,A Line,A Line,1,0,1,Sleeveless,Sleeveless,1,1,Square Neck,Square Neck,1,0,1,Floral,Floral,1,1,Cotton,Chiffon,4,1,['Cut Out'],['Lined'],3,1,['Button'],['Zip'],3,1,Regular,Regular,1,1,"['Day', 'Wedding Guest']","['Casual', 'Wedding Guest', 'Day']",2,1,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04464620,Dolly cotton a line midi sundress,1.272727273,Midi,Midi,1,1,A Line,A Line,1,0,1,Sleeveless,Sleeveless,1,1,Square Neck,Square Neck,1,0,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['Pockets'],['Pockets'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"[ 'Party', 'Wedding Guest']","['Casual', 'Day', 'Wedding Guest']",4,3 - not casual,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04468295,Kimmie print cotton mini dress,1.363636364,Mini,Mini,1,1,A Line,Corset,4,2,1,Sleeveless,Sleeveless,1,1,Square Neck,Square Neck,1,0,1,Floral,Floral,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"[ 'Day', 'Party']","['Casual', 'Day', 'Party']",2,3 - not casual,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04468298,Sisi cotton embroidered mini dress,1.545454545,Mini,Mini,1,1,A Line,Corset,4,2,1,Sleeveless,Sleeveless,1,1,Sweetheart,Sweetheart,1,0,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,['Button'],['Button'],1,4 - button,Regular,Regular,1,1,['Party'],"['Casual', 'Party', 'Day']",3,1,['Summer'],"['Spring', 'Summer']",2,1
+,R04468799,Ellerie cotton flute sleeve mini dress,1.363636364,Mini,Mini,1,1,Corset,Corset,1,0,1,Long Sleeve,Long Sleeve,1,1,Sweetheart,Sweetheart,1,0,1,Plain,Plain,1,1,Cotton,Cotton,1,1,['None'],['None'],1,1,['Zip'],['Button'],3,4 - zip,Regular,Regular,1,1,"['Party', 'Evening', 'Day']","['Casual', 'Day', 'Party']",3,3 - day,"['Spring', 'Summer']","['Spring', 'Summer']",1,1
+,R04468801,Heidi gingham halter neck mini dress,1.454545455,Mini,Mini,1,1,Corset,Corset,1,0,1,Sleeveless,Sleeveless,1,1,Halter Neck,Halter Neck,1,0,1,Gingham,Gingham,1,1,Cotton,Cotton,1,1,['Pockets'],['Lined'],3,1,['Zip'],['Button'],3,2 - zip,Regular,Regular,1,1,"['Casual', 'Party', 'Day']","['Casual', 'Day', 'Party']",1,3 - day,['Summer'],"['Spring', 'Summer']",2,1
+,R04448350,Alger tunic midi dress,1.181818182,Midi,,-1,1,Shift,,-1,,1,Three quarters Sleeve,,-1,1,V Neck,,-1,,4 - v neck,Plain,,-1,1,Cotton,,-1,1,['None'],,3,1,[],,3,4,Regular,,4,1,"['Casual', 'Day']",,4,1,"['Spring', 'Summer', 'Autumn']",,5,1
+https://www.selfridges.com/KW/en/product/leem-pleated-waist-quarter-sleeve-stretch-woven-midi-dress_R04449649/#colour=BLACK,R04449649,Marked waist pleat detail dress,2.454545455,Midi,Knee Length,4,1,Shift,Asymmetric,4,1,1,Three quarters Sleeve,Three quarters Sleeve,1,1,Round Neck,Round Neck,1,0,1,Plain,Plain,1,1,Ponte,Crepe,4,1,['None'],['Lined'],3,1,['Zip'],['Zip'],1,1,Regular,Regular,1,1,"['Work', 'Evening']","['Work', 'Casual', 'Day']",4,1,"['Autumn', 'Winter']","['Spring', 'Autumn']",3,1
+,R04446671,Ro l knit dress  svita gown,1,Maxi,,-1,1,Bodycon,,-1,,1,Sleeveless,,-1,1,High Neck,,-1,,1,Plain,,-1,1,Jersey,,-1,1,['None'],,3,1,['Zip'],,3,1,Regular,,4,1,"['Evening', 'Party']",,4,1,['Summer'],,3,1
+,R04446672,Ro l knit dress  svita gown,1.090909091,Maxi,,-1,1,Bodycon,,-1,,1,Sleeveless,,-1,1,High Neck,,-1,,1,Plain,,-1,1,Jersey,,-1,1,['None'],,3,1,['Zip'],,3,1,Regular,,4,1,"['Evening', 'Party']",,4,1,"['Spring', 'Summer']",,4,1

requirements.txt

@@ -0,0 +1,4 @@
+gradio>=3.0.0
+pandas>=1.0.0
+numpy>=1.0.0
+flask>=2.0.0