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add a row of fake data

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This commit is contained in:
Michael Duong 2025-11-03 22:58:28 +00:00
parent d7370248a2
commit b333b80d5c
1 changed files with 9 additions and 1 deletions
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10
deployment/handlers/prediction_app.py
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@ -87,11 +87,19 @@ def handler(event, context):
import pandas as pd
model.load_model(model_filepath)
warmup_df = pd.DataFrame(columns=model.model.original_features)
warmup_df = pd.concat(
[warmup_df.T, pd.DataFrame([0] * len(warmup_df.T))], axis=1
).T
warmup_df.fillna(0, inplace=True)
model.predict(data=warmup_df)
return {
"statusCode": 200,
"body": json.dumps(
{
"message": f"{model.predict(data=pd.DataFrame(columns=model.model.original_features))}"
"message": "Successfully processed warm up invocation",
}
),
}