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Update app.py
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app.py
CHANGED
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@@ -1,5 +1,4 @@
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import streamlit as st
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import os
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import requests
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import pandas as pd
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import json
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@@ -10,8 +9,9 @@ def create_tf_serving_json(data):
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# Function to send a request to the model endpoint
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def score_model(dataset):
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url = 'https://adb-3810412827421523.3.azuredatabricks.net/serving-endpoints/churnpredictionmodel0323/invocations'
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ds_dict = {'dataframe_split': dataset.to_dict(orient='split')} if isinstance(dataset, pd.DataFrame) else create_tf_serving_json(dataset)
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data_json = json.dumps(ds_dict, allow_nan=True)
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response = requests.request(method='POST', headers=headers, url=url, data=data_json)
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import streamlit as st
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import requests
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import pandas as pd
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import json
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# Function to send a request to the model endpoint
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def score_model(dataset):
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url = 'https://adb-3810412827421523.3.azuredatabricks.net/serving-endpoints/churnpredictionmodel0323/invocations'
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token = 'dapi0c3745fa836d2634501e12bde7463bb1-2'
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headers = {'Authorization': f'Bearer {token}', 'Content-Type': 'application/json'}
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ds_dict = {'dataframe_split': dataset.to_dict(orient='split')} if isinstance(dataset, pd.DataFrame) else create_tf_serving_json(dataset)
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data_json = json.dumps(ds_dict, allow_nan=True)
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response = requests.request(method='POST', headers=headers, url=url, data=data_json)
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