diff --git a/macro/run/grafana_models/HowTo_TimeSeriesMonitoring.md b/macro/run/grafana_models/HowTo_TimeSeriesMonitoring.md
new file mode 100644
index 0000000000000000000000000000000000000000..6ca4915d41adc33e395f7a65b93087ec94f22333
--- /dev/null
+++ b/macro/run/grafana_models/HowTo_TimeSeriesMonitoring.md
@@ -0,0 +1,102 @@
+HowTo for tests on Monitoring with Timeseries database
+
+
+# Installation
+
+## InfluxDb
+
+1. Follow the instructions at https://docs.influxdata.com/influxdb/ \
+ In my case I used the `legacy` version `v1.8` for which the instructions are at
+ https://docs.influxdata.com/influxdb/v1.8/introduction/install/
+1. Tune the options in `/etc/influxdb/influxdb.conf` \
+ For example in my case I disabled the reporting of usage data to the developper and set the host address to
+ `127.0.0.1:8086` in order to restrict connections to the test server to local ones.
+ ```
+ reporting-disabled = true
+ [...]
+ [http]
+ bind-address = "127.0.0.1:8086"
+ ```
+1. Enable the InfluxDb service in the OS
+ ```
+ sudo -k systemctl enable --now influxdb
+ systemctl status influxdb
+ ```
+
+## Grafana
+
+1. Follow the instructions at https://grafana.com/docs/grafana/latest/setup-grafana/installation/
+1. Tune the options in `/etc/grafana/grafana.ini` \
+ For example in my case I set the host address to `127.0.0.1:3000` in order to restrict connections to the test server
+ to local ones.
+1. Enable the Grafana service in the OS
+ ```
+ sudo -k systemctl enable --now grafana-server.service
+ systemctl status grafana-server.service
+ ```
+
+## Cbmroot
+
+Nothing special to do, just normal compilation (and installation).
+
+# Initialization
+
+1. Create the target database in InfluxDb
+ ```
+ influx
+ > create database monitoring_tests
+ > quit
+ ```
+1. Enable the publishing of the monitoring data in the unpacking macro
+ ```
+ edit macro/run/run_unpack_tsa.C
+ > Uncomment line 486
+ ```
+1. Setup connection to InfluxDb in Grafana
+ 1. Connect to `https://localhost:3000` in your favorite web browser (tested with Firefox >= 102)
+ 1. Connect as `admin:admin` and set the new admin password when requested (only first connection)
+ 1. Click on the three horizontal bars in the top left and then on `Connections > Connect Data`
+ 1. In the search bar enter `InfluxDb` and select `InfluxDB` (not `Influx Admin`!)
+ 1. Click on the new right button `create a InfluxDB data source` (blue if in Dark mode)
+ 1. In URL, enter `http://127.0.0.1:8086`
+ 1. Down in the page, in database enter `monitoring_tests`
+ 1. Click on `Save and Test` at the bottom of the page
+1. Add the unpacker dashboard in Grafana
+ 1. Click on the three horizontal bars in the top left and then on `Dashboards`
+ 1. Click on the `New` button in the right (blue in Dark mode)
+ 1. Click on `Import` in the new menu which rolled down
+ 1. Select the file `macro/run/grafana_models/UnpackerPerfs.json`
+ 1. Click on `Import` at the bottom of the page
+
+# Running and checking
+
+1. In a first console, just run the unpacker macro with the typical command, everything will happen in the background
+ ```
+ root -l -b -q 'run_unpack_tsa.C(<TSA file>, <RUN ID>, <"" or setup name if not standard>, <-1 or NB TS>)'
+ example > root -l -b -q 'run_unpack_tsa.C("/opt/cbm/beamtime-test-data/mcbm2022/2391_firstSpill.tsa",2391,"",-1)'
+ ```
+1. In a second console, check if the data arrive in the InfluxDB (this may take some time as entries are queued only
+ every `1 s` in data time and published only every `10 s` in processing time)
+ ```
+ influx
+ > use monitoring_tests
+ > select * from unpack_perf
+ > select * from unpack_perf where "det" = "Bmon"
+ ```
+1. In you prefered web browser, connect to the grafana server and load the dashboard "Unpacker Performances"
+ 1. Click on the three horizontal bars in the top left and select `Dashboards`
+ 1. Click on the `General` folder in the center if it is not already expanded
+ 1. Click on `Unpacker Performances`
+ 1. Refresh the page to see more and more points appearing (for the 1st spill of mCBM run 2391, the unpacking time is
+ around `600-700 s`)
+
+# Exporting a Dashboard
+
+To create/modify a dashboard, please refer to the graphana Documentation and the WebGUI itself.\
+Once a new dashboard has be generated and tested locally, you can export it to JSON and share it through this cbmroot
+git repository with the following steps:
+1. Click on "Dashboard settings": the dented wheel close to the data picking GUI in the top bar
+1. Click on `JSON model` at the bottom of the left menu
+1. Click in the "online editor"
+1. Select all, copy and paste in your favorite editor
+1. Save as `<DashboardName>.json` in the folder `<cbmroot_source>/macro/run/graphana_models`
diff --git a/macro/run/grafana_models/UnpackerPerfs.json b/macro/run/grafana_models/UnpackerPerfs.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b9eca57ca6c309330d1eb5a61e48ff992437946
--- /dev/null
+++ b/macro/run/grafana_models/UnpackerPerfs.json
@@ -0,0 +1,2213 @@
+{
+ "annotations": {
+ "list": [
+ {
+ "builtIn": 1,
+ "datasource": {
+ "type": "grafana",
+ "uid": "-- Grafana --"
+ },
+ "enable": true,
+ "hide": true,
+ "iconColor": "rgba(0, 211, 255, 1)",
+ "name": "Annotations & Alerts",
+ "type": "dashboard"
+ }
+ ]
+ },
+ "editable": true,
+ "fiscalYearStartMonth": 0,
+ "graphTooltip": 2,
+ "id": 1,
+ "links": [],
+ "liveNow": false,
+ "panels": [
+ {
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "fieldConfig": {
+ "defaults": {
+ "color": {
+ "mode": "palette-classic"
+ },
+ "custom": {
+ "axisCenteredZero": false,
+ "axisColorMode": "text",
+ "axisLabel": "",
+ "axisPlacement": "auto",
+ "barAlignment": 0,
+ "drawStyle": "line",
+ "fillOpacity": 0,
+ "gradientMode": "none",
+ "hideFrom": {
+ "legend": false,
+ "tooltip": false,
+ "viz": false
+ },
+ "lineInterpolation": "linear",
+ "lineWidth": 1,
+ "pointSize": 5,
+ "scaleDistribution": {
+ "type": "linear"
+ },
+ "showPoints": "always",
+ "spanNulls": true,
+ "stacking": {
+ "group": "A",
+ "mode": "none"
+ },
+ "thresholdsStyle": {
+ "mode": "off"
+ }
+ },
+ "mappings": [],
+ "thresholds": {
+ "mode": "absolute",
+ "steps": [
+ {
+ "color": "green",
+ "value": null
+ },
+ {
+ "color": "red",
+ "value": 80
+ }
+ ]
+ },
+ "unit": "decmbytes"
+ },
+ "overrides": []
+ },
+ "gridPos": {
+ "h": 8,
+ "w": 12,
+ "x": 0,
+ "y": 0
+ },
+ "id": 1,
+ "options": {
+ "legend": {
+ "calcs": [],
+ "displayMode": "list",
+ "placement": "bottom",
+ "showLegend": true
+ },
+ "tooltip": {
+ "mode": "single",
+ "sort": "none"
+ }
+ },
+ "targets": [
+ {
+ "alias": "Bmon",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "A",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "Bmon"
+ }
+ ]
+ },
+ {
+ "alias": "Sts",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "B",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "STS"
+ }
+ ]
+ },
+ {
+ "alias": "Much",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "C",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "MUCH"
+ }
+ ]
+ },
+ {
+ "alias": "Trd2D",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "D",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TRD2D"
+ }
+ ]
+ },
+ {
+ "alias": "Trd1D",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "E",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TRD1D"
+ }
+ ]
+ },
+ {
+ "alias": "Tof",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "F",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TOF"
+ }
+ ]
+ },
+ {
+ "alias": "Rich",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "G",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "RICH"
+ }
+ ]
+ },
+ {
+ "alias": "All Sys",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "H",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "dataIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": []
+ }
+ ],
+ "title": "Data Size IN",
+ "type": "timeseries"
+ },
+ {
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "fieldConfig": {
+ "defaults": {
+ "color": {
+ "mode": "palette-classic"
+ },
+ "custom": {
+ "axisCenteredZero": false,
+ "axisColorMode": "text",
+ "axisLabel": "",
+ "axisPlacement": "auto",
+ "barAlignment": 0,
+ "drawStyle": "line",
+ "fillOpacity": 20,
+ "gradientMode": "none",
+ "hideFrom": {
+ "legend": false,
+ "tooltip": false,
+ "viz": false
+ },
+ "lineInterpolation": "linear",
+ "lineWidth": 1,
+ "pointSize": 5,
+ "scaleDistribution": {
+ "type": "linear"
+ },
+ "showPoints": "always",
+ "spanNulls": true,
+ "stacking": {
+ "group": "A",
+ "mode": "normal"
+ },
+ "thresholdsStyle": {
+ "mode": "off"
+ }
+ },
+ "mappings": [],
+ "thresholds": {
+ "mode": "absolute",
+ "steps": [
+ {
+ "color": "green",
+ "value": null
+ },
+ {
+ "color": "red",
+ "value": 80
+ }
+ ]
+ },
+ "unit": "percentunit"
+ },
+ "overrides": []
+ },
+ "gridPos": {
+ "h": 8,
+ "w": 12,
+ "x": 12,
+ "y": 0
+ },
+ "id": 3,
+ "options": {
+ "legend": {
+ "calcs": [],
+ "displayMode": "list",
+ "placement": "bottom",
+ "showLegend": true
+ },
+ "tooltip": {
+ "mode": "single",
+ "sort": "none"
+ }
+ },
+ "targets": [
+ {
+ "alias": "Bmon",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "query": "SELECT DetVal/AllVal FROM (SELECT sum(\"dataIn\") AS DetVal FROM \"autogen\".\"unpack_perf\" WHERE (\"det\"::tag = 'Bmon') AND $timeFilter GROUP BY time($__interval) fill(null); SELECT sum(\"dataIn\") AS AllVal FROM \"autogen\".\"unpack_perf\" WHERE $timeFilter GROUP BY time($__interval) fill(null))",
+ "rawQuery": false,
+ "refId": "A",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "shareIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "Bmon"
+ }
+ ]
+ },
+ {
+ "alias": "Sts",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "B",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "shareIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "STS"
+ }
+ ]
+ },
+ {
+ "alias": "Much",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "C",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "shareIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "MUCH"
+ }
+ ]
+ },
+ {
+ "alias": "Trd2D",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "D",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "shareIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TRD2D"
+ }
+ ]
+ },
+ {
+ "alias": "Trd1D",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "E",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "shareIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TRD1D"
+ }
+ ]
+ },
+ {
+ "alias": "Tof",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "F",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "shareIn"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TOF"
+ }
+ ]
+ },
+ {
+ "alias": "Rich",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
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+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "MUCH"
+ }
+ ]
+ },
+ {
+ "alias": "Trd2D",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "D",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "unpRatio"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TRD2D"
+ }
+ ]
+ },
+ {
+ "alias": "Trd1D",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "E",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "unpRatio"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TRD1D"
+ }
+ ]
+ },
+ {
+ "alias": "Tof",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "F",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "unpRatio"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "TOF"
+ }
+ ]
+ },
+ {
+ "alias": "Rich",
+ "datasource": {
+ "type": "influxdb",
+ "uid": "d09daad8-6103-4391-a625-ad4047f4fd02"
+ },
+ "groupBy": [
+ {
+ "params": [
+ "$__interval"
+ ],
+ "type": "time"
+ },
+ {
+ "params": [
+ "null"
+ ],
+ "type": "fill"
+ }
+ ],
+ "hide": false,
+ "measurement": "unpack_perf",
+ "orderByTime": "ASC",
+ "policy": "autogen",
+ "refId": "G",
+ "resultFormat": "time_series",
+ "select": [
+ [
+ {
+ "params": [
+ "unpRatio"
+ ],
+ "type": "field"
+ },
+ {
+ "params": [],
+ "type": "sum"
+ }
+ ]
+ ],
+ "tags": [
+ {
+ "key": "det::tag",
+ "operator": "=",
+ "value": "RICH"
+ }
+ ]
+ }
+ ],
+ "title": "Unpacking I/O Ratio",
+ "type": "timeseries"
+ }
+ ],
+ "refresh": false,
+ "schemaVersion": 38,
+ "style": "dark",
+ "tags": [],
+ "templating": {
+ "list": []
+ },
+ "time": {
+ "from": "2022-05-26T01:18:30.000Z",
+ "to": "2022-05-26T01:19:44.000Z"
+ },
+ "timepicker": {},
+ "timezone": "",
+ "title": "Unpacker Performances",
+ "uid": "e55baa37-9184-4848-881b-1ead07adb3b9",
+ "version": 7,
+ "weekStart": ""
+}
diff --git a/macro/run/run_unpack_tsa.C b/macro/run/run_unpack_tsa.C
index 0b4f9e225cceba18aa5b8aa059a129489435b997..879ec84c6a5f63d7ba1be8738132fb70626f9485 100644
--- a/macro/run/run_unpack_tsa.C
+++ b/macro/run/run_unpack_tsa.C
@@ -480,6 +480,10 @@ void run_unpack_tsa(std::vector<std::string> infile = {"test.tsa"}, UInt_t runid
auto source = new CbmSourceTsArchive(infile);
auto unpack = source->GetRecoUnpack();
unpack->SetDoPerfProfiling(doPerfProfiling);
+ /// Uncomment following line to enable extra hists about unpacker and detectors performances (I/O, I/O shares, expan.)
+ // unpack->SetDoPerfProfilingPerTs(doPerfProfiling);
+ /// Uncomment following two line to enable the InfluxDb+Grafana based publication of unpacker performances
+ // unpack->SetPublishProfMoni();
unpack->SetOutputFilename(perfProfFileName);
// Enable full time sorting instead sorting per FLIM link
unpack->SetTimeSorting(true);
diff --git a/reco/steer/CMakeLists.txt b/reco/steer/CMakeLists.txt
index 5e7f056bb67838b431cef1ab4a557a5b52989713..b8f3b7bd122c0f59cdc24989a059913ecdb357b2 100644
--- a/reco/steer/CMakeLists.txt
+++ b/reco/steer/CMakeLists.txt
@@ -30,6 +30,7 @@ set(PRIVATE_DEPENDENCIES
CbmRecoSts
CbmTrdReco
CbmBmonReco
+ external::fles_monitoring
)
set(INTERFACE_DEPENDENCIES
diff --git a/reco/steer/CbmRecoUnpack.cxx b/reco/steer/CbmRecoUnpack.cxx
index deee4f22fb740edc742a5db1067fd2cb0843c80c..f82013ad34630761fcfc72e6b9b4d52cabf401d7 100644
--- a/reco/steer/CbmRecoUnpack.cxx
+++ b/reco/steer/CbmRecoUnpack.cxx
@@ -15,6 +15,9 @@
#include "CbmTrdDigi.h"
#include "CbmTsEventHeader.h"
+#include <Monitor.hpp>
+#include <System.hpp>
+
#include <FairRootManager.h>
#include <Logger.h>
@@ -37,6 +40,14 @@ using std::unique_ptr;
CbmRecoUnpack::CbmRecoUnpack() {}
// ----------------------------------------------------------------------------
+// ----- Destructor ------------------------------------------------------
+CbmRecoUnpack::~CbmRecoUnpack()
+{
+ /// Need to stay in the cxx file due to destruction of Monitor unique pointer
+ LOG(debug) << "CbmRecoUnpack::~CbmRecoUnpack!";
+};
+// ----------------------------------------------------------------------------
+
// ----- Finish -----------------------------------------------------------
void CbmRecoUnpack::Finish()
@@ -54,6 +65,28 @@ void CbmRecoUnpack::Finish()
// Create some default performance profiling histograms and write them to a file
if (fDoPerfProf) performanceProfiling();
+ if (fPublishProfMoni) {
+ double dTotalDataSizeIn = 0.0;
+ double dTotalDataSizeOut = 0.0;
+ for (auto datait : fDataSizeMapCurrSec) {
+ dTotalDataSizeIn += datait.second.first;
+ dTotalDataSizeOut += datait.second.second;
+ }
+ for (auto datait : fDataSizeMapCurrSec) {
+ double dUnpRatio = 0 < datait.second.first ? datait.second.second / datait.second.first : 0.0;
+ double dShareIn = 0 < dTotalDataSizeIn ? datait.second.first / dTotalDataSizeIn : 0.0;
+ double dShareOut = 0 < dTotalDataSizeOut ? datait.second.second / dTotalDataSizeOut : 0.0;
+ fMonitor->QueueMetric(
+ "unpack_perf",
+ {{"host", fMoniCurrrentHostname}, {"jobid", fMoniJobId}, {"det", fNameMapPerTs[datait.first].first}},
+ {{"dataIn", datait.second.first},
+ {"dataOut", datait.second.second},
+ {"unpRatio", dUnpRatio},
+ {"shareIn", dShareIn},
+ {"shareOut", dShareOut}},
+ fPubMoniProcTime ? std::chrono::system_clock::time_point() : fMonitorSecCurrentTs);
+ }
+ }
}
// ----------------------------------------------------------------------------
@@ -183,6 +216,13 @@ Bool_t CbmRecoUnpack::Init()
6000, 0, 6000);
}
+ if (fPublishProfMoni) { //
+ fMonitor = std::make_unique<cbm::Monitor>(fUriPublishProfMoni);
+ fMoniCurrrentHostname = fles::system::current_hostname();
+ LOG(info) << "Unpack: Publishing monitoring metrics to time-series DB at " << fUriPublishProfMoni << " as "
+ << fMoniCurrrentHostname << " with job ID " << fMoniJobId;
+ }
+
return kTRUE;
}
// ----------------------------------------------------------------------------
@@ -200,6 +240,9 @@ void CbmRecoUnpack::initPerformanceMaps(std::uint16_t subsysid, std::string name
fNameMapPerTs.emplace(std::make_pair(subsysid, std::make_pair(name, 0)));
fTimeMapPerTs.emplace(std::make_pair(subsysid, std::make_pair(0, 0)));
fDataSizeMapPerTs.emplace(std::make_pair(subsysid, std::make_pair(0, 0)));
+ if (fPublishProfMoni) { //
+ fDataSizeMapCurrSec.emplace(std::make_pair(subsysid, std::make_pair(0, 0)));
+ }
fvhInpRatioPerTs.emplace(std::make_pair(
subsysid,
@@ -241,8 +284,8 @@ void CbmRecoUnpack::performanceProfiling()
// Speed performance
auto timeit = fTimeMap.find(namepair.first);
- double cpu = timeit->second.first / namepair.second.second;
- double wall = timeit->second.second / namepair.second.second;
+ double cpu = 0 < namepair.second.second ? timeit->second.first / namepair.second.second : 0.0;
+ double wall = 0 < namepair.second.second ? timeit->second.second / namepair.second.second : 0.0;
// Data performance
auto datait = fDataSizeMap.find(namepair.first);
@@ -331,15 +374,55 @@ void CbmRecoUnpack::performanceProfilingPerTs()
double dTotalDataSizeIn = 0.0;
double dTotalDataSizeOut = 0.0;
+ using sctp = std::chrono::system_clock::time_point;
+ sctp tsStart = sctp(std::chrono::seconds(static_cast<uint64_t>(fCbmTsEventHeader->GetTsStartTime() * 1e-9)));
+ if (fMonitorSecCurrentTs == sctp()) { //
+ fMonitorSecCurrentTs = tsStart;
+ }
+ else if (fPubMoniProcTime || fMonitorSecCurrentTs < tsStart) {
+ for (auto datait : fDataSizeMapCurrSec) {
+ dTotalDataSizeIn += datait.second.first;
+ dTotalDataSizeOut += datait.second.second;
+ }
+ for (auto datait : fDataSizeMapCurrSec) {
+ double dUnpRatio = 0 < datait.second.first ? datait.second.second / datait.second.first : 0.0;
+ double dShareIn = 0 < dTotalDataSizeIn ? datait.second.first / dTotalDataSizeIn : 0.0;
+ double dShareOut = 0 < dTotalDataSizeOut ? datait.second.second / dTotalDataSizeOut : 0.0;
+ fMonitor->QueueMetric(
+ "unpack_perf",
+ {{"host", fMoniCurrrentHostname}, {"jobid", fMoniJobId}, {"det", fNameMapPerTs[datait.first].first}},
+ {{"dataIn", datait.second.first},
+ {"dataOut", datait.second.second},
+ {"unpRatio", dUnpRatio},
+ {"shareIn", dShareIn},
+ {"shareOut", dShareOut}},
+ fPubMoniProcTime ? sctp() : fMonitorSecCurrentTs);
+ }
+ fMonitorSecCurrentTs = tsStart;
+ for (auto datait = fDataSizeMapCurrSec.begin(); datait != fDataSizeMapCurrSec.end(); ++datait) {
+ datait->second.first = 0.0;
+ datait->second.second = 0.0;
+ }
+ dTotalDataSizeIn = 0.0;
+ dTotalDataSizeOut = 0.0;
+ }
+
/// Data performance
for (auto datait : fDataSizeMapPerTs) {
dTotalDataSizeIn += datait.second.first;
dTotalDataSizeOut += datait.second.second;
+
+ if (fPublishProfMoni) {
+ fDataSizeMapCurrSec[datait.first].first += datait.second.first;
+ fDataSizeMapCurrSec[datait.first].second += datait.second.second;
+ }
}
for (auto datait : fDataSizeMapPerTs) {
fvhInpRatioPerTs[datait.first]->Fill(fCbmTsEventHeader->GetTsIndex(), datait.second.first / dTotalDataSizeIn);
fvhOutRatioPerTs[datait.first]->Fill(fCbmTsEventHeader->GetTsIndex(), datait.second.second / dTotalDataSizeOut);
- fvhUnpRatioPerTs[datait.first]->Fill(fCbmTsEventHeader->GetTsIndex(), datait.second.second / datait.second.first);
+ if (datait.second.first) { //
+ fvhUnpRatioPerTs[datait.first]->Fill(fCbmTsEventHeader->GetTsIndex(), datait.second.second / datait.second.first);
+ }
}
fhUnpackingRatioPerTs->Fill(fCbmTsEventHeader->GetTsIndex(), dTotalDataSizeOut / dTotalDataSizeIn);
fhCpuTimePerTs->Fill(fCbmTsEventHeader->GetTsIndex(), dTotalCpuTime);
diff --git a/reco/steer/CbmRecoUnpack.h b/reco/steer/CbmRecoUnpack.h
index 36880bde06186da7e6519c26418477a18d4940db..89e0c6303a37cf7b5600bf6e90dfa074affdd004 100644
--- a/reco/steer/CbmRecoUnpack.h
+++ b/reco/steer/CbmRecoUnpack.h
@@ -44,6 +44,10 @@
class CbmTimeSlice;
class TH1;
class TStopwatch;
+namespace cbm
+{
+ class Monitor;
+}
/** @class CbmRecoUnpack
** @brief Main steering class for unpacking in cbmroot
@@ -55,14 +59,12 @@ class TStopwatch;
class CbmRecoUnpack : public TObject {
public:
- /** @brief Constructor
- **
- */
+ /** @brief Constructor **/
CbmRecoUnpack();
/** @brief Destructor **/
- ~CbmRecoUnpack() { LOG(debug) << "CbmRecoUnpack::~CbmRecoUnpack!"; };
+ ~CbmRecoUnpack();
/** @brief Copy constructor - not implemented **/
CbmRecoUnpack(const CbmRecoUnpack&) = delete;
@@ -104,6 +106,26 @@ public:
fDoPerfProfPerTs = value;
}
+ /**
+ * @brief (De)Activate the publication of performance profiling data to monitoring DB
+ *
+ * @param value
+ */
+ void SetPublishProfMoni(bool value = true, std::string sUriMonitor = "", bool useProcTime = false,
+ std::string sJobId = "local")
+ {
+ if (value) {
+ fDoPerfProf = value;
+ fDoPerfProfPerTs = value;
+ }
+ fPublishProfMoni = value;
+ if ("" != sUriMonitor) { //
+ fUriPublishProfMoni = sUriMonitor;
+ }
+ fPubMoniProcTime = useProcTime;
+ fMoniJobId = sJobId;
+ }
+
/**
* @brief Set the performance profiling Output Filename
*
@@ -175,6 +197,15 @@ private:
/** @brief Flag if performance profiling per TS should be activated or not.*/
bool fDoPerfProfPerTs = false; //!
+ /** @brief Flag if performance profiling data should be published to monitoring DB.*/
+ bool fPublishProfMoni = false; //!
+
+ /** @brief URI (type:hostname:port:db_name) for optional connection to monitoring DB.*/
+ std::string fUriPublishProfMoni = "influx1:localhost:8086:monitoring_tests"; //!
+
+ /** @brief Flag if perf data should be published to moni DB using data time (false) or processing time (true).*/
+ bool fPubMoniProcTime = true;
+
/** @brief Map to store a name for the unpackers and the processed amount of digis, key = fkFlesId*/
std::map<std::uint16_t, std::pair<std::string, size_t>> fNameMap = {}; //!
@@ -194,14 +225,20 @@ private:
std::map<std::uint16_t, std::pair<double, double>> fDataSizeMapPerTs = {}; //!
TStopwatch* fTimerTs = nullptr;
- TH1* fhCpuTimePerTs = nullptr; /// Processing time per TS
- TH1* fhRealTimePerTs = nullptr; /// Processing time per TS
- TH1* fhCpuTimePerTsHist = nullptr; /// Plotting time per TS
- TH1* fhRealTimePerTsHist = nullptr; /// Plotting time per TS
- std::map<std::uint16_t, TH1*> fvhInpRatioPerTs = {}; /// ratio of system data in total input size vs TS in run
- std::map<std::uint16_t, TH1*> fvhOutRatioPerTs = {}; /// ratio of system digi size in total output size vs TS in run
- std::map<std::uint16_t, TH1*> fvhUnpRatioPerTs = {}; /// ratio of selected digi vs TS in run
- TH1* fhUnpackingRatioPerTs = nullptr; /// ratio of total unpacked size to input size vs TS in run
+ TH1* fhCpuTimePerTs = nullptr; //! Processing time per TS
+ TH1* fhRealTimePerTs = nullptr; //! Processing time per TS
+ TH1* fhCpuTimePerTsHist = nullptr; //! Plotting time per TS
+ TH1* fhRealTimePerTsHist = nullptr; //! Plotting time per TS
+ std::map<std::uint16_t, TH1*> fvhInpRatioPerTs = {}; //! ratio of system data in total input size vs TS in run
+ std::map<std::uint16_t, TH1*> fvhOutRatioPerTs = {}; //! ratio of system digi size in total output size vs TS in run
+ std::map<std::uint16_t, TH1*> fvhUnpRatioPerTs = {}; //! ratio of selected digi vs TS in run
+ TH1* fhUnpackingRatioPerTs = nullptr; //! ratio of total unpacked size to input size vs TS in run
+
+ std::unique_ptr<cbm::Monitor> fMonitor; //! The application's monitoring object
+ std::string fMoniCurrrentHostname = "";
+ std::string fMoniJobId = "";
+ std::chrono::system_clock::time_point fMonitorSecCurrentTs = std::chrono::system_clock::time_point(); //!
+ std::map<std::uint16_t, std::pair<double, double>> fDataSizeMapCurrSec = {}; //!
/** @brief Run the performance profiling based on the fTimeMap and fDataSizeMap members. */
void performanceProfiling();