From e7cb37ad58faca3cc9d2d82ba5018c2f1b482817 Mon Sep 17 00:00:00 2001
From: Maciej Czajka <maccza5@st.amu.edu.pl>
Date: Wed, 11 May 2022 20:05:49 +0200
Subject: [PATCH] update predict.py, jenkinsfile_predict

---
 Jenkinsfile_predict |  2 +-
 predict.py          | 25 ++++---------------------
 2 files changed, 5 insertions(+), 22 deletions(-)

diff --git a/Jenkinsfile_predict b/Jenkinsfile_predict
index 3a8846c..e9dec85 100644
--- a/Jenkinsfile_predict
+++ b/Jenkinsfile_predict
@@ -16,7 +16,7 @@ pipeline {
     stages {
         stage('Script') {
             steps {
-                copyArtifacts projectName: 's444356-training/master', selector: lastSuccessful()
+                copyArtifacts projectName: 's444409-training/main', selector: lastSuccessful()
 		sh 'python3 ./predict.py $INPUT'
             }
         }
diff --git a/predict.py b/predict.py
index 9f75883..3e03813 100644
--- a/predict.py
+++ b/predict.py
@@ -1,31 +1,14 @@
-#import json
-#import mlflow
-#import sys
-
-#input = sys.argv[1]
-
-#logged_model = 'mlruns/1/3630068c31924c05a9a04e70ef35e0b8/artifacts/s444409'
-#loaded_model = mlflow.pyfunc.load_model(logged_model)
-
-
-#with open(f'{logged_model}/'+input) as f:
-#    data = json.load(f)
-
-#loaded_model.predict(data['inputs'])
-
 import json
 import mlflow
-import numpy as np
+import sys
 
 input = sys.argv[1]
 
-logged_model = 'mlruns/1/296d6f314bb2451885fb7ae58988301e/artifacts/model'
+logged_model = 'mlruns/1/70439eb482b54d56b54b0ecc6f1ca96f/artifacts/s444409'
 loaded_model = mlflow.pyfunc.load_model(logged_model)
 
 
-with open(f'{logged_model}/'+str(input)) as f:
+with open(f'{logged_model}/'+input) as f:
     data = json.load(f)
-    input_example = np.array([data['inputs'][0]], dtype=np.float64).reshape(-1, 2)
 
-
-print(f'Prediction: {loaded_model.predict(input_example)}')
\ No newline at end of file
+loaded_model.predict(data['inputs'])
\ No newline at end of file