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Update app.py
Browse files
app.py
CHANGED
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@@ -9,12 +9,16 @@ repo_dir = snapshot_download(repo_id=REPO_ID)
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# unzip the dir that holds the predictor
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zip_path = os.path.join(repo_dir, "autogluon_predictor_dir.zip")
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extract_to = "predictor_dir"
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if not os.path.exists(extract_to):
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with zipfile.ZipFile(zip_path, "r") as zf:
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zf.extractall(extract_to)
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predictor = TabularPredictor.load(
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def predict_tabular(height, width, depth, page_count):
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# Validation
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@@ -32,7 +36,7 @@ def predict_tabular(height, width, depth, page_count):
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df = pd.DataFrame([row])
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pred = int(predictor.predict(df)[0])
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return
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with gr.Blocks(title="Book Genre Predictor") as demo:
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gr.Markdown("## Predict the Genre of a Book (Numeric Labels)")
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@@ -63,4 +67,4 @@ with gr.Blocks(title="Book Genre Predictor") as demo:
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outputs=out
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)
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# unzip the dir that holds the predictor
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zip_path = os.path.join(repo_dir, "autogluon_predictor_dir.zip")
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extract_to = "/tmp/predictor_dir"
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if not os.path.exists(extract_to):
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with zipfile.ZipFile(zip_path, "r") as zf:
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zf.extractall(extract_to)
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predictor = TabularPredictor.load(
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extract_to,
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require_py_version_match=False,
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reset_paths=True
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)
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def predict_tabular(height, width, depth, page_count):
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# Validation
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df = pd.DataFrame([row])
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pred = int(predictor.predict(df)[0])
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return f"Predicted Genre Code: {int(pred)}"
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with gr.Blocks(title="Book Genre Predictor") as demo:
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gr.Markdown("## Predict the Genre of a Book (Numeric Labels)")
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outputs=out
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)
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demo.launch(share=True)
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