Spaces:
Runtime error
Runtime error
File size: 3,100 Bytes
05be506 09cfa96 d7f0ed6 3757fc9 d7f0ed6 09cfa96 05be506 93f4017 724bf24 cea42fe 05be506 93f4017 05be506 93f4017 05be506 93f4017 05be506 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 |
import os
import gradio as gr
from datasets import load_dataset
auth_token = os.environ.get("auth_token")
visit_bench_all = load_dataset("mlfoundations/VisIT-Bench", use_auth_token=auth_token)
print('visit_bench_all')
print(visit_bench_all)
print('dataset keys:')
print(visit_bench_all.keys())
dataset_keys = list(visit_bench_all.keys())
assert len(dataset_keys) == 1
dataset_key = dataset_keys[0]
visit_bench = visit_bench_all[dataset_key]
print('first item:')
print(visit_bench[0])
df = visit_bench.to_pandas()
print(f"Got {len(df)} items in dataframe")
df = df.sample(frac=1)
df['image'] = df['image'].apply(lambda x: f'<a href="{x["path"]}" target="_blank"><img src="{x["path"]}" style="width:100%; max-width:800px; height:auto;"></a>')
cols = list(df.columns)
cols.insert(0, cols.pop(cols.index('image')))
df = df.reindex(columns=cols)
LINES_NUMBER = 20
df.drop(columns=['visual'],inplace=True)
def display_df():
df_images = df.head(LINES_NUMBER)
return df_images
def display_next(dataframe, end):
start = int(end or len(dataframe))
end = int(start) + int(LINES_NUMBER)
global df
if end >= len(df) - 1:
start = 0
end = LINES_NUMBER
df = df.sample(frac=1)
print(f"Shuffle")
df_images = df.iloc[start:end]
assert len(df_images) == LINES_NUMBER
return df_images, end
initial_dataframe = display_df()
# Gradio Blocks
with gr.Blocks() as demo:
style = """
<style>
.gradio-container table tr td, .gradio-container table tr th {
padding: 10px 20px; /* Increase padding, adjust as needed */
white-space: normal; /* Ensure text wraps in both data cells and headers */
word-wrap: break-word; /* Break the word to prevent overflow */
vertical-align: top; /* Align text to the top of the cell */
}
.gradio-container table tr td:nth-child(1), .gradio-container table tr th:nth-child(1) {
white-space: nowrap; /* Prevent wrapping in image column and its header */
vertical-align: middle; /* Align images to the middle of the cell */
width: 600px; /* Set a specific width for the image column and its header */
}
</style>
"""
gr.HTML(style) # This line embeds your CSS in the interface
gr.Markdown("<h1><center>VisIT-Bench Dataset Viewer</center></h1>")
with gr.Row():
num_end = gr.Number(visible=False)
b1 = gr.Button("Get Initial dataframe")
b2 = gr.Button("Next Rows")
with gr.Row():
out_dataframe = gr.Dataframe(
value=initial_dataframe,
row_count=LINES_NUMBER,
interactive=False,
datatype=["markdown", "str", "str", "bool", "bool", "bool", "str", "str", "str"],
# min_width=100,
column_widths=[300, 120, 120, 120, 120, 120, 120, 120, 120, 120]
)
b1.click(fn=display_df, outputs=out_dataframe, api_name="initial_dataframe")
b2.click(fn=display_next, inputs=[out_dataframe, num_end], outputs=[out_dataframe, num_end],
api_name="next_rows")
demo.launch(debug=True, show_error=True)
|