Update app.py
Browse files
app.py
CHANGED
@@ -66,9 +66,9 @@ def check_model_drift(p_pos_label_sample_logs):
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psi_value = psi(live_proportions, training_proportions)
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if psi_value > 0.1:
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return f"
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else:
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return f"No
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def check_data_drift(feature):
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@@ -158,15 +158,4 @@ with gr.Blocks() as demo:
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api_name="check-data-drift"
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)
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#demo = gr.Interface(
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# fn=check_model_drift,
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# inputs=[model_drift_input],
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# outputs=drift_check_output,
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# title="Check for Model Drift",
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# description="This app allows you to verify if a particular live data sample shows evidence of model drift",
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# examples=[[0.0008],
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# [0.035]],
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# concurrency_limit=32
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#)
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demo.queue().launch()
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psi_value = psi(live_proportions, training_proportions)
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if psi_value > 0.1:
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return f"Model Drift Detected! Check Logs!(proportion of positive labels in training data = {training_proportions[1]})"
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else:
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return f"No Model Drift (proportion of positive labels in training data = {training_proportions[1]})"
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def check_data_drift(feature):
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api_name="check-data-drift"
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)
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demo.queue().launch()
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