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log model

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This commit is contained in:
Dawid 2021-05-23 19:48:38 +02:00
parent fdaef41e47
commit 4e10193807
1 changed files with 4 additions and 3 deletions
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pred_from_mlflow_model.py
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@ -3,12 +3,13 @@ import mlflow as mlf
import pandas as pd import pandas as pd
model_name = "s430705" model_name = "s430705"
model_version = 1 model_version = 8
mlf.set_tracking_uri("http://172.17.0.1:5000") mlf.set_tracking_uri("http://172.17.0.1:5000")
model = mlf.pyfunc.load_model( mlf.keras.log_model("runs:/dd2657243e2c4176a2ec2e3340c3ff13/run-relative/path/to/model", registered_model_name="s430705")
model = mlf.keras.load_model(
model_uri=f"models:/{model_name}/{model_version}" model_uri=f"models:/{model_name}/{model_version}"
) )
with open('movies_imdb/input_example.json', 'r') as datafile: with open('movies_imdb2/input_example.json', 'r') as datafile:
data = json.load(datafile)['inputs'] data = json.load(datafile)['inputs']
input_dictionary = {idx:x for idx, x in enumerate(data)} input_dictionary = {idx:x for idx, x in enumerate(data)}