uploaded config file

predict_pipeline/config.yaml

@@ -0,0 +1,116 @@
+database:
+  path: "C:\\repo\\Fahrsimulator_MSY2526_AI\\predict_pipeline\\database.sqlite"
+  table: feature_table
+  key: _Id
+
+model:
+  path: "C:\\repo\\Fahrsimulator_MSY2526_AI\\files_for_testing\\xgb_model_3_groupK.joblib"
+
+scaler:
+  use_scaling: False
+
+mqtt:
+  enabled: true
+  host: "localhost"
+  port: 1883
+  topic: "ml/predictions"
+  client_id: "predictor-01"
+  qos: 1
+  retain: false
+  # username: ""
+  # password: ""
+  tls:
+    enabled: false
+    # ca_cert: ""
+    # client_cert: ""
+    # client_key: ""
+  publish_format:
+    result_key: prediction   # where to store the predicted value in payload
+    include_metadata: true   # e.g., timestamps, rowid, etc.
+
+sample:
+  columns:
+  - _Id
+  - start_time
+  - FACE_AU01_mean
+  - FACE_AU02_mean
+  - FACE_AU04_mean
+  - FACE_AU05_mean
+  - FACE_AU06_mean
+  - FACE_AU07_mean
+  - FACE_AU09_mean
+  - FACE_AU10_mean
+  - FACE_AU11_mean
+  - FACE_AU12_mean
+  - FACE_AU14_mean
+  - FACE_AU15_mean
+  - FACE_AU17_mean
+  - FACE_AU20_mean
+  - FACE_AU23_mean
+  - FACE_AU24_mean
+  - FACE_AU25_mean
+  - FACE_AU26_mean
+  - FACE_AU28_mean
+  - FACE_AU43_mean
+  - Fix_count_short_66_150
+  - Fix_count_medium_300_500
+  - Fix_count_long_gt_1000
+  - Fix_count_100
+  - Fix_mean_duration
+  - Fix_median_duration
+  - Sac_count
+  - Sac_mean_amp
+  - Sac_mean_dur
+  - Sac_median_dur
+  - Blink_count
+  - Blink_mean_dur
+  - Blink_median_dur
+  - Pupil_mean
+  - Pupil_IPA
+
+  fill_nan_with_median: true
+  discard_if_all_nan: true
+
+fallback: 
+- start_time: 0
+- FACE_AU01_mean: 0.5
+- FACE_AU02_mean: 0.5
+- FACE_AU04_mean: 0.5
+- FACE_AU05_mean: 0.5
+- FACE_AU06_mean: 0.5
+- FACE_AU07_mean: 0.5
+- FACE_AU09_mean: 0.5
+- FACE_AU10_mean: 0.5
+- FACE_AU11_mean: 0.5
+- FACE_AU12_mean: 0.5
+- FACE_AU14_mean: 0.5
+- FACE_AU15_mean: 0.5
+- FACE_AU17_mean: 0.5
+- FACE_AU20_mean: 0.5
+- FACE_AU23_mean: 0.5
+- FACE_AU24_mean: 0.5
+- FACE_AU25_mean: 0.5
+- FACE_AU26_mean: 0.5
+- FACE_AU28_mean: 0.5
+- FACE_AU43_mean: 0.5
+- Fix_count_short_66_150: 2
+- Fix_count_medium_300_500: 2
+- Fix_count_long_gt_1000: 2
+- Fix_count_100: 2
+- Fix_mean_duration: 100
+- Fix_median_duration: 100
+- Sac_count: 2
+- Sac_mean_amp: 2
+- Sac_mean_dur: 100
+- Sac_median_dur: 100
+- Blink_count: 2
+- Blink_mean_dur: 2
+- Blink_median_dur: 2
+- Pupil_mean: 2
+- Pupil_IPA: 2
+
+
+
+
+
+