Spaces:
Sleeping
Sleeping
File size: 3,732 Bytes
947150a |
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import gradio as gr
import pandas as pd
# Load the spaces.parquet file as a dataframe
df = pd.read_parquet("spaces.parquet")
"""
Todos:
Create tabbed interface for filtering and graphs
plotly graph showing the growth of spaces over time
plotly graph showing the breakdown of spaces by sdk
plotly graph of colors
plotly graph of emojis
Plotly graph of hardware
Investigate README lengths
bar chart of the number of spaces per author
"""
def filtered_df(emoji, likes):
_df = df
# if emoji is not none, filter the dataframe with it
if emoji:
_df = _df[_df["emoji"].isin(emoji)]
# if likes is not none, filter the dataframe with it
if likes:
_df = _df[_df["likes"] >= likes]
return _df
with gr.Blocks() as demo:
df = df[df["stage"] == "RUNNING"]
emoji = gr.Dropdown(
df["emoji"].unique().tolist(), label="Search by Emoji 🤗", multiselect=True
) # Dropdown to select the emoji
likes = gr.Slider(
minimum=df["likes"].min(),
maximum=df["likes"].max(),
step=1,
label="Filter by Likes",
) # Slider to filter by likes
hardware = gr.Dropdown(
df["hardware"].unique().tolist(), label="Search by Hardware", multiselect=True
)
devMode = gr.Checkbox(value=False, label="DevMode Enabled")
clear = gr.ClearButton(components=[emoji])
df = pd.DataFrame(df[["emoji", "host", "likes", "hardware"]])
df["host"] = df["host"].apply(lambda x: f"<a href={x}>{x}</a>")
gr.DataFrame(filtered_df, inputs=[emoji, likes], datatype=["str", "html"])
print(df.head())
demo.launch()
""" id author created_at last_modified subdomain host likes sdk tags readme_size python_version license duplicated_from models datasets emoji colorFrom colorTo pinned stage hardware devMode custom_domains
2 52Hz/CMFNet_deblurring 52Hz 2022-03-02 23:29:35+00:00 2024-05-28 11:25:33+00:00 52hz-cmfnet-deblurring https://52hz-cmfnet-deblurring.hf.space 17 gradio [gradio] 924.0 None None None None None 🍻 indigo indigo False RUNNING cpu-basic False []
3 52Hz/CMFNet_dehazing 52Hz 2022-03-02 23:29:35+00:00 2024-05-28 11:08:25+00:00 52hz-cmfnet-dehazing https://52hz-cmfnet-dehazing.hf.space 5 gradio [gradio] 917.0 None None None None None ☁ gray gray False RUNNING cpu-basic False []
4 52Hz/CMFNet_deraindrop 52Hz 2022-03-02 23:29:35+00:00 2024-05-30 02:59:24+00:00 52hz-cmfnet-deraindrop https://52hz-cmfnet-deraindrop.hf.space 10 gradio [gradio] 920.0 None None None None None 💦 blue blue False RUNNING cpu-basic False []
5 52Hz/HWMNet_lowlight_enhancement 52Hz 2022-03-02 23:29:35+00:00 2023-05-31 06:37:21+00:00 52hz-hwmnet-lowlight-enhancement https://52hz-hwmnet-lowlight-enhancement.hf.space 8 gradio [gradio] 1286.0 None None None None None 🕶 indigo None False RUNNING cpu-basic False []
7 52Hz/SRMNet_real_world_denoising 52Hz 2022-03-02 23:29:35+00:00 2023-05-31 10:03:04+00:00 52hz-srmnet-real-world-denoising https://52hz-srmnet-real-world-denoising.hf.space 17 gradio [gradio] 926.0 None None None None None 🌪 pink yellow False RUNNING cpu-basic False []"""
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