dba50fa3be
Update all dashboard JSON files to use Helm chart's Prometheus datasource UID and add Grafana sidecar folder annotations for auto-provisioning. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
836 lines
21 KiB
JSON
836 lines
21 KiB
JSON
{
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"description": "Loki-powered training log viewer \u2014 hyperopt trials, epoch progress, GPU status, errors",
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"editable": true,
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"graphTooltip": 2,
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"panels": [
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"id": 1,
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"title": "Training Overview",
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"type": "row"
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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"color": {
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"fixedColor": "red",
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"mode": "fixed"
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"mappings": [],
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"noValue": "0",
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"thresholds": {
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"mode": "absolute",
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"color": "green",
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"color": "red",
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"id": 2,
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"options": {
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"colorMode": "background",
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"graphMode": "none",
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"justifyMode": "center",
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"reduceOptions": {
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"calcs": [
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"sum"
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"fields": "",
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"values": false
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"textMode": "auto"
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"targets": [
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{
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "sum(count_over_time({namespace=\"foxhunt\", pod=~\"$job-.*\", level=\"ERROR\"} [$__range]))",
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"queryType": "instant",
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"refId": "A"
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}
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],
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"title": "Errors",
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"type": "stat"
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},
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"fieldConfig": {
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"defaults": {
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"color": {
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"fixedColor": "yellow",
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"mode": "fixed"
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"mappings": [],
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"noValue": "0",
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"thresholds": {
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"mode": "absolute",
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{
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"color": "green",
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"value": null
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{
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"color": "yellow",
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"value": 1
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}
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},
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"gridPos": {
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"y": 1
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"id": 3,
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"options": {
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"colorMode": "background",
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"graphMode": "none",
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"justifyMode": "center",
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"reduceOptions": {
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"calcs": [
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"sum"
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],
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"fields": "",
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"values": false
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},
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"textMode": "auto"
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "sum(count_over_time({namespace=\"foxhunt\", pod=~\"$job-.*\", level=\"WARN\"} [$__range]))",
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"queryType": "instant",
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"refId": "A"
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}
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],
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"title": "Warnings",
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"type": "stat"
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},
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"fieldConfig": {
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"defaults": {
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"color": {
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"fixedColor": "blue",
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"mode": "fixed"
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},
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"mappings": [],
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"noValue": "0"
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},
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"overrides": []
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},
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"gridPos": {
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"h": 4,
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"w": 4,
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"x": 8,
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"y": 1
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},
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"id": 4,
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"options": {
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"colorMode": "background",
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"graphMode": "none",
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"justifyMode": "center",
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"reduceOptions": {
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"calcs": [
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"sum"
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],
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"fields": "",
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"values": false
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},
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"textMode": "auto"
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "sum(count_over_time({namespace=\"foxhunt\", pod=~\"$job-.*\"} [$__range]))",
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"queryType": "instant",
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"refId": "A"
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}
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],
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"title": "Total Log Lines",
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"type": "stat"
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},
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"fieldConfig": {
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"defaults": {
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"color": {
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"mode": "palette-classic"
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},
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"custom": {
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"axisBorderShow": false,
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"axisLabel": "lines/interval",
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"drawStyle": "bars",
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"fillOpacity": 80,
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"lineWidth": 0,
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"showPoints": "never",
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"stacking": {
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"mode": "normal"
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}
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}
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},
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"overrides": [
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{
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"matcher": {
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"id": "byName",
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"options": "ERROR"
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},
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"properties": [
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{
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"id": "color",
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"value": {
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"fixedColor": "red",
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"mode": "fixed"
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}
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}
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]
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},
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{
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"matcher": {
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"id": "byName",
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"options": "WARN"
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},
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"properties": [
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{
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"id": "color",
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"value": {
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"fixedColor": "yellow",
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"mode": "fixed"
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}
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}
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]
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},
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{
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"matcher": {
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"id": "byName",
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"options": "INFO"
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},
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"properties": [
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{
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"id": "color",
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"value": {
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"fixedColor": "green",
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"mode": "fixed"
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}
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}
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]
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}
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]
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},
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"gridPos": {
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"h": 6,
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"w": 12,
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"x": 12,
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"y": 1
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},
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"id": 5,
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"options": {
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"legend": {
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"displayMode": "list",
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"placement": "bottom"
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},
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"tooltip": {
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"mode": "multi"
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}
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "sum by (level) (count_over_time({namespace=\"foxhunt\", pod=~\"$job-.*\"} [$__interval]))",
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"legendFormat": "{{level}}",
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"queryType": "range",
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"refId": "A"
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}
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],
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"title": "Log Volume by Level",
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"type": "timeseries"
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},
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"fieldConfig": {
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"defaults": {
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"color": {
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"mode": "palette-classic"
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},
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"custom": {
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"axisBorderShow": false,
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"drawStyle": "bars",
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"fillOpacity": 60,
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"lineWidth": 0,
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"showPoints": "never",
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"stacking": {
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"mode": "normal"
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}
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}
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},
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"overrides": []
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},
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"gridPos": {
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"h": 4,
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"w": 12,
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"x": 0,
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"y": 5
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},
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"id": 6,
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"options": {
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"legend": {
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"displayMode": "list",
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"placement": "right"
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},
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"tooltip": {
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"mode": "multi"
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}
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "sum by (pod) (count_over_time({namespace=\"foxhunt\", pod=~\"$job-.*\"} [$__interval]))",
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"legendFormat": "{{pod}}",
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"queryType": "range",
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"refId": "A"
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}
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],
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"title": "Log Volume by Pod",
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"type": "timeseries"
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},
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{
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"collapsed": false,
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"gridPos": {
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"h": 1,
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"w": 24,
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"x": 0,
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"y": 9
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},
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"id": 10,
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"title": "Full Training Log Stream",
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"type": "row"
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},
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"gridPos": {
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"h": 14,
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},
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"id": 11,
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"options": {
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"dedupStrategy": "none",
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"enableLogDetails": true,
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"prettifyLogMessage": false,
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"showCommonLabels": false,
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"showLabels": true,
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"showTime": true,
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"sortOrder": "Descending",
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"wrapLogMessage": true
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "{namespace=\"foxhunt\", pod=~\"$job-.*\", level=~\"$level\"} | pattern `<_> <_> <_> <content>` | regexp `msg=\"(?P<clean_msg>[^\"]*)\"` | line_format `{{if .clean_msg}}{{.clean_msg}}{{else}}{{.content}}{{end}}` | drop content, clean_msg ${search:pipe}",
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"queryType": "range",
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"refId": "A"
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}
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],
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"title": "Training Logs \u2014 $job",
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"type": "logs"
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},
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{
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"collapsed": true,
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"gridPos": {
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"h": 1,
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"w": 24,
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"x": 0,
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"y": 24
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},
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"id": 20,
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"panels": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"gridPos": {
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"h": 12,
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"w": 24,
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"x": 0,
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"y": 25
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},
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"id": 21,
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"options": {
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"dedupStrategy": "none",
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"enableLogDetails": true,
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"showLabels": true,
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"showTime": true,
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"sortOrder": "Descending",
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"wrapLogMessage": true
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "{namespace=\"foxhunt\", pod=~\"$job-.*\"} |~ \"(?i)(epoch|loss|reward|sharpe|accuracy|val_loss|train_loss|best_trial|trial|fold|window|learning_rate|lr=|MaxDD|win.?rate|drawdown)\" | pattern `<_> <_> <_> <content>` | regexp `msg=\"(?P<clean_msg>[^\"]*)\"` | line_format `{{if .clean_msg}}{{.clean_msg}}{{else}}{{.content}}{{end}}` | drop content, clean_msg",
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"queryType": "range",
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"refId": "A"
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}
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],
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"title": "Epoch / Loss / Reward / Sharpe",
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"type": "logs"
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}
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],
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"title": "Epoch Progress & Loss",
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"type": "row"
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},
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{
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"collapsed": true,
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"gridPos": {
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"h": 1,
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"w": 24,
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"x": 0,
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"y": 25
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},
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"id": 30,
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"panels": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"gridPos": {
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"h": 12,
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"w": 24,
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"x": 0,
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"y": 26
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},
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"id": 31,
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"options": {
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"dedupStrategy": "none",
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"enableLogDetails": true,
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"showLabels": true,
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"showTime": true,
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"sortOrder": "Descending",
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"wrapLogMessage": true
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "{namespace=\"foxhunt\", pod=~\"(hyperopt|train)-.*\"} |~ \"(?i)(trial|best|cost|param|learning_rate|hidden_dim|batch_size|buffer_size|gamma|epsilon|clip|PSO|iteration|objective|optimal)\" | pattern `<_> <_> <_> <content>` | regexp `msg=\"(?P<clean_msg>[^\"]*)\"` | line_format `{{if .clean_msg}}{{.clean_msg}}{{else}}{{.content}}{{end}}` | drop content, clean_msg",
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"queryType": "range",
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"refId": "A"
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}
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],
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"title": "Hyperopt Trial Results",
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"type": "logs"
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}
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],
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"title": "Hyperopt Trials",
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"type": "row"
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},
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{
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"collapsed": true,
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"gridPos": {
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"h": 1,
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"w": 24,
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"x": 0,
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"y": 26
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"id": 40,
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"panels": [
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{
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"datasource": {
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"type": "loki",
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},
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"gridPos": {
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"h": 12,
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"w": 24,
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"x": 0,
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"y": 27
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},
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"id": 41,
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"options": {
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"dedupStrategy": "none",
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"enableLogDetails": true,
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"showLabels": true,
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"showTime": true,
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"sortOrder": "Descending",
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"wrapLogMessage": true
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"editorMode": "code",
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"expr": "{namespace=\"foxhunt\", pod=~\"$job-.*\"} |~ \"(?i)(GPU|CUDA|VRAM|cuda|gpu|vram|OOM|out.of.memory|nvrtc|tensor.core|BF16|bf16|SM|occupancy|kernel|device|nvidia)\" | pattern `<_> <_> <_> <content>` | regexp `msg=\"(?P<clean_msg>[^\"]*)\"` | line_format `{{if .clean_msg}}{{.clean_msg}}{{else}}{{.content}}{{end}}` | drop content, clean_msg",
|
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"queryType": "range",
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"refId": "A"
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}
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],
|
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"title": "GPU / CUDA / VRAM Logs",
|
|
"type": "logs"
|
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}
|
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],
|
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"title": "GPU / CUDA / VRAM",
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"type": "row"
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},
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{
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"collapsed": true,
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"gridPos": {
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"id": 50,
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"panels": [
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"datasource": {
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"type": "loki",
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"uid": "${DS_LOKI}"
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},
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"gridPos": {
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"y": 28
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"id": 51,
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"options": {
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"dedupStrategy": "none",
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"enableLogDetails": true,
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"showLabels": true,
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"showTime": true,
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"sortOrder": "Descending",
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"wrapLogMessage": true
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},
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"targets": [
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{
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"datasource": {
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"type": "loki",
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},
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"editorMode": "code",
|
|
"expr": "{namespace=\"foxhunt\", pod=~\"$job-.*\"} |~ \"(?i)(walk.?forward|fold|backtest|window|train_start|train_end|val_start|val_end|test_start|test_end|embargo|purge|bars|features)\" | pattern `<_> <_> <_> <content>` | regexp `msg=\"(?P<clean_msg>[^\"]*)\"` | line_format `{{if .clean_msg}}{{.clean_msg}}{{else}}{{.content}}{{end}}` | drop content, clean_msg",
|
|
"queryType": "range",
|
|
"refId": "A"
|
|
}
|
|
],
|
|
"title": "Walk-Forward / Fold / Backtest",
|
|
"type": "logs"
|
|
}
|
|
],
|
|
"title": "Walk-Forward Windows",
|
|
"type": "row"
|
|
},
|
|
{
|
|
"collapsed": true,
|
|
"gridPos": {
|
|
"h": 1,
|
|
"w": 24,
|
|
"x": 0,
|
|
"y": 28
|
|
},
|
|
"id": 60,
|
|
"panels": [
|
|
{
|
|
"datasource": {
|
|
"type": "loki",
|
|
"uid": "${DS_LOKI}"
|
|
},
|
|
"gridPos": {
|
|
"h": 12,
|
|
"w": 24,
|
|
"x": 0,
|
|
"y": 29
|
|
},
|
|
"id": 61,
|
|
"options": {
|
|
"dedupStrategy": "none",
|
|
"enableLogDetails": true,
|
|
"showLabels": true,
|
|
"showTime": true,
|
|
"sortOrder": "Descending",
|
|
"wrapLogMessage": true
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "loki",
|
|
"uid": "${DS_LOKI}"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "{namespace=\"foxhunt\", pod=~\"$job-.*\"} |~ \"(?i)(error|failed|failure|panic|fatal|SIGABRT|SIGSEGV|thread .* panicked|OOM|NaN|inf|diverge)\" | pattern `<_> <_> <_> <content>` | regexp `msg=\"(?P<clean_msg>[^\"]*)\"` | line_format `{{if .clean_msg}}{{.clean_msg}}{{else}}{{.content}}{{end}}` | drop content, clean_msg",
|
|
"queryType": "range",
|
|
"refId": "A"
|
|
}
|
|
],
|
|
"title": "All Training Errors & Failures",
|
|
"type": "logs"
|
|
}
|
|
],
|
|
"title": "Errors & Failures",
|
|
"type": "row"
|
|
},
|
|
{
|
|
"collapsed": true,
|
|
"gridPos": {
|
|
"h": 1,
|
|
"w": 24,
|
|
"x": 0,
|
|
"y": 29
|
|
},
|
|
"id": 70,
|
|
"panels": [
|
|
{
|
|
"datasource": {
|
|
"type": "loki",
|
|
"uid": "${DS_LOKI}"
|
|
},
|
|
"gridPos": {
|
|
"h": 10,
|
|
"w": 24,
|
|
"x": 0,
|
|
"y": 30
|
|
},
|
|
"id": 71,
|
|
"options": {
|
|
"dedupStrategy": "none",
|
|
"enableLogDetails": true,
|
|
"showLabels": true,
|
|
"showTime": true,
|
|
"sortOrder": "Descending",
|
|
"wrapLogMessage": true
|
|
},
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "loki",
|
|
"uid": "${DS_LOKI}"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "{namespace=\"foxhunt\", pod=~\"$job-.*\"} |~ \"(?i)(loading|loaded|dbn|ofi|features|bars|MBP.?10|OHLCV|symbol|normalize|norm_stats|state_dim|rclone|S3|download)\" | pattern `<_> <_> <_> <content>` | regexp `msg=\"(?P<clean_msg>[^\"]*)\"` | line_format `{{if .clean_msg}}{{.clean_msg}}{{else}}{{.content}}{{end}}` | drop content, clean_msg",
|
|
"queryType": "range",
|
|
"refId": "A"
|
|
}
|
|
],
|
|
"title": "Data Loading / OFI / DBN / Features",
|
|
"type": "logs"
|
|
}
|
|
],
|
|
"title": "Data Loading & OFI",
|
|
"type": "row"
|
|
}
|
|
],
|
|
"refresh": "30s",
|
|
"schemaVersion": 39,
|
|
"tags": [
|
|
"foxhunt",
|
|
"training",
|
|
"loki",
|
|
"logs",
|
|
"gpu"
|
|
],
|
|
"templating": {
|
|
"list": [
|
|
{
|
|
"current": {
|
|
"selected": true,
|
|
"text": "All Training",
|
|
"value": "(train|hyperopt|compile-and-train)"
|
|
},
|
|
"label": "Job Type",
|
|
"name": "job",
|
|
"options": [
|
|
{
|
|
"selected": true,
|
|
"text": "All Training",
|
|
"value": "(train|hyperopt|compile-and-train)"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "DQN",
|
|
"value": "train-dqn"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "PPO",
|
|
"value": "train-ppo"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "Supervised",
|
|
"value": "train-supervised"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "Hyperopt",
|
|
"value": "hyperopt"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "Compile+Train",
|
|
"value": "compile-and-train"
|
|
}
|
|
],
|
|
"query": "All Training : (train|hyperopt|compile-and-train), DQN : train-dqn, PPO : train-ppo, Supervised : train-supervised, Hyperopt : hyperopt, Compile+Train : compile-and-train",
|
|
"type": "custom"
|
|
},
|
|
{
|
|
"allValue": ".*",
|
|
"current": {
|
|
"selected": true,
|
|
"text": "All",
|
|
"value": "$__all"
|
|
},
|
|
"includeAll": true,
|
|
"label": "Level",
|
|
"multi": true,
|
|
"name": "level",
|
|
"options": [
|
|
{
|
|
"selected": true,
|
|
"text": "All",
|
|
"value": "$__all"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "ERROR",
|
|
"value": "ERROR"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "WARN",
|
|
"value": "WARN"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "INFO",
|
|
"value": "INFO"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "DEBUG",
|
|
"value": "DEBUG"
|
|
},
|
|
{
|
|
"selected": false,
|
|
"text": "TRACE",
|
|
"value": "TRACE"
|
|
}
|
|
],
|
|
"query": "ERROR,WARN,INFO,DEBUG,TRACE",
|
|
"type": "custom"
|
|
},
|
|
{
|
|
"current": {
|
|
"selected": false,
|
|
"text": "",
|
|
"value": ""
|
|
},
|
|
"label": "Search",
|
|
"name": "search",
|
|
"type": "textbox"
|
|
}
|
|
]
|
|
},
|
|
"time": {
|
|
"from": "now-12h",
|
|
"to": "now"
|
|
},
|
|
"timepicker": {},
|
|
"timezone": "browser",
|
|
"title": "Training Pipeline Logs",
|
|
"uid": "foxhunt-training-logs",
|
|
"__inputs": [
|
|
{
|
|
"name": "DS_PROMETHEUS",
|
|
"type": "datasource",
|
|
"pluginId": "prometheus"
|
|
},
|
|
{
|
|
"name": "DS_LOKI",
|
|
"type": "datasource",
|
|
"pluginId": "loki"
|
|
},
|
|
{
|
|
"name": "DS_TEMPO",
|
|
"type": "datasource",
|
|
"pluginId": "${DS_TEMPO}"
|
|
}
|
|
]
|
|
}
|