Chenzhou commited on
Commit
367af39
1 Parent(s): 60ac616

Update app.py

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Files changed (1) hide show
  1. app.py +2 -5
app.py CHANGED
@@ -7,17 +7,14 @@ import datasets
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  title = "Stoclholm Highway E4 Real Time Traffic Prediction"
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  description = "Stockholm E4 (59°23'44.7"" N 17°59'00.4""E) highway real time traffic prediction, updated in every hour"
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- inputs = [gr.Dataframe(row_count = (1, "fixed"), col_count=(1,"fixed"), label="Input Data", interactive=1)]
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  outputs = [gr.Dataframe(row_count = (1, "fixed"), col_count=(1, "fixed"), label="Predictions", headers=["Congestion Level"])]
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  model = joblib.load("./traffic_model.pkl")
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- # we will give our dataframe as example
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- #df = datasets.load_dataset("merve/supersoaker-failures")
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- #df = df["train"].to_pandas()
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  def infer(input_dataframe):
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  return pd.DataFrame(model.predict(input_dataframe))
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- gr.Interface(fn = infer, inputs = inputs, outputs = outputs).launch()
 
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  title = "Stoclholm Highway E4 Real Time Traffic Prediction"
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  description = "Stockholm E4 (59°23'44.7"" N 17°59'00.4""E) highway real time traffic prediction, updated in every hour"
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+ inputs = [gr.Dataframe(row_count = (7, "fixed"), col_count=(1,"fixed"), label="Input Data", interactive=1)]
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  outputs = [gr.Dataframe(row_count = (1, "fixed"), col_count=(1, "fixed"), label="Predictions", headers=["Congestion Level"])]
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  model = joblib.load("./traffic_model.pkl")
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  def infer(input_dataframe):
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  return pd.DataFrame(model.predict(input_dataframe))
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+ gr.Interface(fn = infer, inputs = inputs, outputs = outputs, title=title, description=description).launch()