SIENTIAPDE-1645: Add comprehensive model training observability metrics and Grafana dashboard.

2026-06-17 10:34:56 -03:00
parent 445fe643fe
commit 76f926a8ab
12 changed files with 866 additions and 175 deletions
--- a/scripts/inputs/sin-approx.json
+++ b/scripts/inputs/sin-approx.json
@@ -0,0 +1,49 @@
+{
+    "experiment": {
+      "experiment_run_id": 2000,
+      "experiment_name": "experiment-sin-approx",
+      "run_name": "run-sin-approx",
+      "username": "vitor.santos@aignosi.com.br",
+      "status": "ORCHESTRATOR_WAITING_PROC"
+    },
+    "minio": {
+      "mc_alias": "open-suse",
+      "bucket_name": "model-training",
+      "file_name": "training-sin-approx-dataset-1001.csv",
+      "local_csv": "data-1780946658143-pivot.csv"
+    },
+    "temporal": {
+      "task_queue": "train_model-basic-queue",
+      "workflow_name": "train_model",
+      "execution_timeout_minutes": 5,
+      "run_timeout_minutes": 5,
+      "task_timeout_minutes": 5
+    },
+    "payload": {
+      "experiment_run_id": 2000,
+      "variable_columns": ["SourceTri"],
+      "target_variable": "TargetSin",
+      "line_separator": ",",
+      "decimal_separator": ".",
+      "train_size": 80,
+      "shuffle": true,
+      "random_state": 42,
+      "model_name": "sin-approx",
+      "model_type": "linear_regression",
+      "model_id": 1,
+      "data_model_kwargs": {},
+      "model_kwargs": {},
+      "opt_params": {},
+      "date_column": "timestamp"
+    },
+    "db_only": {
+      "model_metadata": {
+        "schemas": {
+          "components": {
+            "schemas": {}
+          }
+        }
+      }
+    }
+  }
+