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Running
Running
Commit
·
3215dde
1
Parent(s):
67b9f48
add filter option for readme length
Browse files
app.py
CHANGED
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@@ -10,6 +10,7 @@ from httpx import Client
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from huggingface_hub import hf_hub_url, list_datasets
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from tqdm.auto import tqdm
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from tqdm.contrib.concurrent import thread_map
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load_dotenv()
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@@ -50,7 +51,8 @@ def get_readme_len(dataset):
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url = hf_hub_url(dataset["id"], "README.md", repo_type="dataset")
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resp = client.get(url)
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if resp.status_code == 200:
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-
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return dataset
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except Exception as e:
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print(e)
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@@ -115,8 +117,7 @@ def prep_dataframe(remove_orgs_and_users=remove_orgs, columns_to_drop=columns_to
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return df
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def filter_df_by_max_age(max_age_days=None):
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df = prep_dataframe()
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df = df.dropna(subset=["created"])
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now = datetime.now()
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if max_age_days is not None:
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@@ -126,15 +127,38 @@ def filter_df_by_max_age(max_age_days=None):
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return df
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def filter_by_readme_len(df, min_len=None
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with gr.Blocks() as demo:
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max_age_days = gr.Slider(
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label="Max Age (days)", value=7, minimum=0, maximum=90, step=1, interactive=True
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)
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demo.launch()
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from huggingface_hub import hf_hub_url, list_datasets
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from tqdm.auto import tqdm
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from tqdm.contrib.concurrent import thread_map
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from huggingface_hub import DatasetCard
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load_dotenv()
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url = hf_hub_url(dataset["id"], "README.md", repo_type="dataset")
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resp = client.get(url)
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if resp.status_code == 200:
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card = DatasetCard(resp.text)
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dataset["len"] = len(card.text)
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return dataset
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except Exception as e:
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print(e)
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return df
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def filter_df_by_max_age(df, max_age_days=None):
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df = df.dropna(subset=["created"])
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now = datetime.now()
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if max_age_days is not None:
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return df
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def filter_by_readme_len(df, min_len=None):
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if min_len is not None:
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df = df[df["len"] >= min_len]
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return df
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def filter_df(max_age_days=None, min_len=None):
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df = prep_dataframe()
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if max_age_days is not None:
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df = filter_df_by_max_age(df, max_age_days=max_age_days)
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if min_len is not None:
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df = filter_by_readme_len(df, min_len=min_len)
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return df
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with gr.Blocks() as demo:
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max_age_days = gr.Slider(
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label="Max Age (days)", value=7, minimum=0, maximum=90, step=1, interactive=True
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)
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min_len = gr.Slider(
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label="Minimum README Length",
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value=300,
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minimum=0,
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maximum=1000,
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step=50,
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interactive=True,
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)
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output = gr.DataFrame(filter_df, datatype="markdown", min_width=160 * 2.5)
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max_age_days.input(filter_df, inputs=[max_age_days, min_len], outputs=[output])
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min_len.input(filter_df, inputs=[max_age_days, min_len], outputs=[output])
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demo.launch()
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