submmit

udacity · Nov 18, 2023 · fa12ee7 · fa12ee7
1 parent 19ef86f
commit fa12ee7
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Showing 2 changed files with 11 additions and 6 deletions.
diff --git a/project-ml-microservice-kubernetes/app.py b/project-ml-microservice-kubernetes/app.py
@@ -1,4 +1,8 @@
-from flask import Flask, request, jsonify
+from flask import (
+    Flask,
+    request,
+    jsonify
+    )
 from flask.logging import create_logger
 import logging
 
@@ -63,6 +67,7 @@ def predict():
     # get an output prediction from the pretrained model, clf
     prediction = list(clf.predict(scaled_payload))
     # TO DO:  Log the output prediction value
+    LOG.info(f'prediction value: {prediction}')
     return jsonify({'prediction': prediction})
 
 if __name__ == "__main__":

diff --git a/project-ml-microservice-kubernetes/output_txt_files/docker_out.txt b/project-ml-microservice-kubernetes/output_txt_files/docker_out.txt
@@ -1,10 +1,10 @@
-<paste log output from Docker prediction, here>
-[2023-11-18 08:50:23,684] INFO in app: JSON payload: 
+[2023-11-18 17:43:35,145] INFO in app: JSON payload: 
 {'CHAS': {'0': 0}, 'RM': {'0': 6.575}, 'TAX': {'0': 296.0}, 'PTRATIO': {'0': 15.3}, 'B': {'0': 396.9}, 'LSTAT': {'0': 4.98}}
-[2023-11-18 08:50:23,695] INFO in app: Inference payload DataFrame: 
+[2023-11-18 17:43:35,157] INFO in app: Inference payload DataFrame: 
    CHAS     RM    TAX  PTRATIO      B  LSTAT
 0     0  6.575  296.0     15.3  396.9   4.98
-[2023-11-18 08:50:23,703] INFO in app: Scaling Payload: 
+[2023-11-18 17:43:35,165] INFO in app: Scaling Payload: 
    CHAS     RM    TAX  PTRATIO      B  LSTAT
 0     0  6.575  296.0     15.3  396.9   4.98
-172.17.0.1 - - [18/Nov/2023 08:50:23] "POST /predict HTTP/1.1" 200 -
+[2023-11-18 17:43:35,168] INFO in app: prediction value: [20.35373177134412]
+172.17.0.1 - - [18/Nov/2023 17:43:35] "POST /predict HTTP/1.1" 200 -