From c83949e53847e46e42c6583b13e8a5262a0a5cbf Mon Sep 17 00:00:00 2001
From: MarkRoss-Eviden <53598199+MarkRoss-Eviden@users.noreply.github.com>
Date: Fri, 20 Sep 2024 17:06:57 +0100
Subject: [PATCH] feature/grafana-entropy (#187)

* added entropy graphing

* updated with moving average
---
 .../deepracer-training-template.json          | 199 ++++++++++++++++++
 1 file changed, 199 insertions(+)

diff --git a/docker/metrics/grafana/provisioning/dashboards/deepracer-training-template.json b/docker/metrics/grafana/provisioning/dashboards/deepracer-training-template.json
index 7b10f9d1..5de2df71 100644
--- a/docker/metrics/grafana/provisioning/dashboards/deepracer-training-template.json
+++ b/docker/metrics/grafana/provisioning/dashboards/deepracer-training-template.json
@@ -1039,6 +1039,205 @@
       ],
       "title": "Training Complete Lap times",
       "type": "timeseries"
+    },
+    {
+      "datasource": {},
+      "description": "",
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisBorderShow": false,
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "points",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": [
+          {
+            "matcher": {
+              "id": "byRegexp",
+              "options": ".*entropy moving average"
+            },
+            "properties": [
+              {
+                "id": "custom.drawStyle",
+                "value": "line"
+              },
+              {
+                "id": "custom.showPoints",
+                "value": "never"
+              },
+              {
+                "id": "color",
+                "value": {
+                  "fixedColor": "blue",
+                  "mode": "fixed"
+                }
+              }
+            ]
+          }
+        ]
+      },
+      "gridPos": {
+        "h": 11,
+        "w": 24,
+        "x": 0,
+        "y": 31
+      },
+      "id": 7,
+      "options": {
+        "legend": {
+          "calcs": [
+            "min",
+            "mean",
+            "max",
+            "lastNotNull"
+          ],
+          "displayMode": "table",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "targets": [
+        {
+          "alias": "$tag_model entropy",
+          "datasource": {},
+          "groupBy": [
+            {
+              "params": [
+                "$__interval"
+              ],
+              "type": "time"
+            },
+            {
+              "params": [
+                "model"
+              ],
+              "type": "tag"
+            },
+            {
+              "params": [
+                "none"
+              ],
+              "type": "fill"
+            }
+          ],
+          "measurement": "dr_sagemaker_epochs",
+          "orderByTime": "ASC",
+          "policy": "default",
+          "refId": "A",
+          "resultFormat": "time_series",
+          "select": [
+            [
+              {
+                "params": [
+                  "entropy"
+                ],
+                "type": "field"
+              },
+              {
+                "params": [],
+                "type": "mean"
+              }
+            ]
+          ],
+          "tags": []
+        },
+        {
+          "alias": "$tag_model entropy moving average",
+          "datasource": {},
+          "groupBy": [
+            {
+              "params": [
+                "$__interval"
+              ],
+              "type": "time"
+            },
+            {
+              "params": [
+                "model"
+              ],
+              "type": "tag"
+            }
+          ],
+          "hide": false,
+          "measurement": "dr_sagemaker_epochs",
+          "orderByTime": "ASC",
+          "policy": "default",
+          "refId": "B",
+          "resultFormat": "time_series",
+          "select": [
+            [
+              {
+                "params": [
+                  "entropy"
+                ],
+                "type": "field"
+              },
+              {
+                "params": [],
+                "type": "mean"
+              },
+              {
+                "params": [
+                  10
+                ],
+                "type": "moving_average"
+              }
+            ]
+          ],
+          "tags": []
+        }
+      ],
+      "title": "Epoch",
+      "type": "timeseries"
     }
   ],
   "refresh": "10s",