24 lines
611 B
Python
24 lines
611 B
Python
from mlflow.tracking import MlflowClient
|
|
import mlflow
|
|
import pandas as pd
|
|
|
|
mlflow.set_tracking_uri("http://172.17.0.1:5000")
|
|
client = MlflowClient()
|
|
version = 3
|
|
model_name = "s434695"
|
|
for mv in client.search_model_versions(f"name='{model_name}'"):
|
|
if int(mv.version) > version:
|
|
version = int(mv.version)
|
|
|
|
print(f"selected version {version}")
|
|
|
|
print(f"I will search for URI: models:/{model_name}/{version}")
|
|
|
|
model = mlflow.keras.load_model(
|
|
model_uri=f"models:/{model_name}/{version}"
|
|
)
|
|
|
|
data = pd.read_json('my_model/input_example.json', orient='split')
|
|
|
|
print(data)
|
|
print(model.predict(data)) |