Update app.py

app.py

@@ -2,28 +2,10 @@ import pandas as pd
 import gradio as gr
 from datasets import load_dataset
 
-#dataset = load_dataset("laion/laion2B-en-joined")  too big space evicted
-#dataset = load_dataset("laion/laion-coco")  # try smaller? evicted again.  try try again
-#dataset = load_dataset("laion/laion400m")  # smaller still - you can do it!
-dataset = load_dataset("laion/laion-art", split="train") # 1.2G? parquet
-#dataset_filtered = dataset.filter(lambda x : x["TEXT"].contains
-
-#dataset = dataset.filter(lambda example: example["TEXT"].startswith("Christmas"))
-#len(sw)
-#print(sw)
-
-#print(dataset.features)
-#print (type(dataset))
-
+dataset = load_dataset("laion/laion-art", split="train") # 1.2G parquet of description and url to images representing art
 df = pd.DataFrame(dataset)
-#df = pd.read_csv("images.csv")
-
-df = df[["TEXT", "URL"]]
-
-#try:
-#    df['URL'] = df['URL'].apply(lambda x: '<a href= "' + str(x) + '" target="_blank"> <img src= "' + str(x) + '"/> </a>')
-#except:
-#    print("Exception adding URL anchor link template")
+df = df[["TEXT", "URL"]]  # just text description and URL to image
+df = df.sample(frac=1)  # randomize order
 
 def display_df():
   df_images = df.head(100)
@@ -38,7 +20,7 @@ def display_next100(dataframe, end):
   
 with gr.Blocks() as demo:
   gr.Markdown("<h1><center>🦁Lion Image Search🎨</center></h1>")
-  gr.Markdown("""<div align="center">Art Descriptions from <a href = "https://huggingface.co/datasets/laion/laion2B-en-joined">Laion</a>.  <a href="https://playgroundai.com/create">Create Art Here</a>.  <a href="https://paperswithcode.com/datasets?q=art&v=lst&o=newest">Papers,Code,Datasets for SOTA in Art</a>""")
+  gr.Markdown("""<div align="center">Art Descriptions from <a href = "https://huggingface.co/datasets/laion/laion-art">Laion Art</a>.  <a href="https://playgroundai.com/create">Create Art Here</a>.  <a href="https://paperswithcode.com/datasets?q=image&v=lst&o=newest">Papers,Code,Datasets for Image AI Datasets</a>""")
 
   with gr.Row():
     num_end = gr.Number(visible=False)
@@ -46,7 +28,6 @@ with gr.Blocks() as demo:
     b2 = gr.Button("Next 100 Images with Descriptions")
     
   with gr.Row():
-    #out_dataframe = gr.Dataframe(wrap=True, max_rows=100, overflow_row_behaviour= "paginate", datatype = ["markdown", "markdown"], headers=['URL', 'TEXT'])
     out_dataframe = gr.Dataframe(wrap=True, max_rows=100, overflow_row_behaviour= "paginate", headers=['TEXT','URL'])
     
   b1.click(fn=display_df, outputs=out_dataframe)