Update app.py
Browse files
app.py
CHANGED
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@@ -2,6 +2,7 @@ import gradio as gr
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import pandas as pd
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import io
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import os
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from huggingface_hub import HfApi, Repository
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# Global DataFrame
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@@ -11,12 +12,12 @@ def upload_csv(file):
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global df
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df = pd.read_csv(file.name)
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if "text" not in df.columns or "label" not in df.columns:
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return gr.update(visible=False), "❌ CSV must
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df["label"] = df["label"].fillna("")
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# Show the
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return (
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gr.update(value=df[["text","label"]], visible=True),
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"✅ File uploaded — you can now edit
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)
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def save_changes(edited_table):
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@@ -26,20 +27,41 @@ def save_changes(edited_table):
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def download_csv():
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global df
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def push_to_hub(repo_name, hf_token):
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global df
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with gr.Blocks(theme=gr.themes.Default()) as app:
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gr.Markdown("## 🏷️ Label It! Text Annotation Tool")
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@@ -51,16 +73,16 @@ with gr.Blocks(theme=gr.themes.Default()) as app:
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df_table = gr.Dataframe(
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headers=["text","label"],
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interactive=True,
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visible=False
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label="📝 Editable Table"
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)
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status = gr.Textbox(label="Status", interactive=False)
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with gr.Row():
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save_btn
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download_btn= gr.Button("⬇️ Download CSV")
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download_out= gr.File(label="
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with gr.Accordion("📦 Push to Hugging Face Hub", open=False):
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repo_input = gr.Textbox(label="Repo (username/dataset-name)")
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@@ -68,12 +90,11 @@ with gr.Blocks(theme=gr.themes.Default()) as app:
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push_btn = gr.Button("🚀 Push")
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push_status = gr.Textbox(label="Push Status", interactive=False)
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#
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upload_btn.click(upload_csv, inputs=file_input,
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save_btn.click( save_changes, inputs=df_table,
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download_btn.click(download_csv, outputs=download_out)
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push_btn.click( push_to_hub, inputs=[repo_input,token_input], outputs=push_status)
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# ------------------------
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import pandas as pd
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import io
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import os
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from pathlib import Path
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from huggingface_hub import HfApi, Repository
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# Global DataFrame
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global df
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df = pd.read_csv(file.name)
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if "text" not in df.columns or "label" not in df.columns:
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return gr.update(visible=False), "❌ CSV must contain ‘text’ and ‘label’ columns."
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df["label"] = df["label"].fillna("")
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# Show the table and set status
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return (
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gr.update(value=df[["text","label"]], visible=True),
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"✅ File uploaded — you can now edit labels."
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)
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def save_changes(edited_table):
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def download_csv():
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global df
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out_path = "annotated_data.csv"
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df.to_csv(out_path, index=False)
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return out_path
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def push_to_hub(repo_name: str, hf_token: str) -> str:
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global df
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try:
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api = HfApi()
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api.create_repo(
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repo_id=repo_name,
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token=hf_token,
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repo_type="dataset",
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exist_ok=True
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)
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local_dir = Path(f"./{repo_name.replace('/', '_')}")
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if local_dir.exists():
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for child in local_dir.iterdir():
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child.unlink()
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local_dir.rmdir()
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repo = Repository(
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local_dir=str(local_dir),
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clone_from=repo_name,
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use_auth_token=hf_token
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)
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csv_path = local_dir / "data.csv"
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df.to_csv(csv_path, index=False)
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repo.push_to_hub(commit_message="📑 Update annotated data")
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return f"🚀 Pushed to https://huggingface.co/datasets/{repo_name}"
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except Exception as e:
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return f"❌ Push failed: {e}"
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with gr.Blocks(theme=gr.themes.Default()) as app:
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gr.Markdown("## 🏷️ Label It! Text Annotation Tool")
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df_table = gr.Dataframe(
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headers=["text","label"],
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label="📝 Editable Table",
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interactive=True,
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visible=False
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)
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status = gr.Textbox(label="Status", interactive=False)
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with gr.Row():
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save_btn = gr.Button("💾 Save")
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download_btn = gr.Button("⬇️ Download CSV")
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download_out = gr.File(label="📥 Downloaded File")
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with gr.Accordion("📦 Push to Hugging Face Hub", open=False):
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repo_input = gr.Textbox(label="Repo (username/dataset-name)")
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push_btn = gr.Button("🚀 Push")
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push_status = gr.Textbox(label="Push Status", interactive=False)
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# Event bindings
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upload_btn.click(upload_csv, inputs=file_input, outputs=[df_table, status])
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save_btn.click( save_changes, inputs=df_table, outputs=status)
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download_btn.click(download_csv, outputs=download_out)
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push_btn.click( push_to_hub, inputs=[repo_input, token_input], outputs=push_status)
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# Launch the app
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app.launch()
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