Shafanda Nabil Sembodo
commited on
Commit
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c3fac0b
1
Parent(s):
8b11760
update
Browse files- app.py +10 -8
- model.pkl +3 -0
- requirements.txt +1 -2
app.py
CHANGED
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@@ -4,14 +4,16 @@ import streamlit as st
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import pandas as pd
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from pycaret.classification import *
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os.environ['MLFLOW_TRACKING_USERNAME'] = 'fandanabil1379'
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os.environ['MLFLOW_TRACKING_PASSWORD'] = 'dadc32f6246f307c2fe4928f3074068f628b79ba'
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# load model
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mlflow.set_tracking_uri('https://dagshub.com/fandanabil1379/loan_prediction.mlflow')
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model_name = "v1.0.1"
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stage = "Production"
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model = mlflow.sklearn.load_model(f"models:/{model_name}/{stage}")
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@st.cache_data
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def convert_df(df):
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import pandas as pd
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from pycaret.classification import *
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# os.environ['MLFLOW_TRACKING_USERNAME'] = 'fandanabil1379'
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# os.environ['MLFLOW_TRACKING_PASSWORD'] = 'dadc32f6246f307c2fe4928f3074068f628b79ba'
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# # load model
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# mlflow.set_tracking_uri('https://dagshub.com/fandanabil1379/loan_prediction.mlflow')
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# model_name = "v1.0.1"
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# stage = "Production"
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# model = mlflow.sklearn.load_model(f"models:/{model_name}/{stage}")
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model = load_model('model')
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@st.cache_data
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def convert_df(df):
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model.pkl
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:03cf38cb2af04ac82c249b26c660093a014d400c3ae8fbc6b2b650752bd0418a
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size 915543
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requirements.txt
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@@ -3,5 +3,4 @@ pycaret==3.0.4
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scikit-learn==1.1.3
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scipy==1.10.1
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streamlit==1.25.0
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mlflow==2.2.2
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Requires-Python==3.9
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scikit-learn==1.1.3
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scipy==1.10.1
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streamlit==1.25.0
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mlflow==2.2.2
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