Add more KPIs + corresponding panels in dashboard (#109)

Author: PhilippMatthes

commands/fillup/fillup.go

@@ -36,7 +36,7 @@ func main() {
 		User:     "postgres",
 		Password: "secret",
 		Database: "postgres",
-	})
+	}, nil)
 	defer db.Close()
 
 	// Get openstack objects from the database. We will use this data to simulate

go.mod

@@ -5,6 +5,7 @@ go 1.24
 replace github.com/cobaltcore-dev/cortex/testlib => ./testlib
 
 require (
+	github.com/dlmiddlecote/sqlstats v1.0.2
 	github.com/eclipse/paho.mqtt.golang v1.5.0
 	github.com/go-gorp/gorp v2.2.0+incompatible
 	github.com/gophercloud/gophercloud/v2 v2.7.0

go.sum

@@ -9,7 +9,9 @@ github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5/go.mod h1:lmUJ/7eu/Q8
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
 github.com/a8m/expect v1.0.0/go.mod h1:4IwSCMumY49ScypDnjNbYEjgVeqy1/U2cEs3Lat96eA=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
 github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5doyWs3UAsr3K4I6qtAmlQcZDesFNEHPZAzj8=
 github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
 github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
@@ -18,6 +20,7 @@ github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6r
 github.com/cenkalti/backoff v2.2.1+incompatible h1:tNowT99t7UNflLxfYYSlKYsBpXdEet03Pg2g16Swow4=
 github.com/cenkalti/backoff v2.2.1+incompatible/go.mod h1:90ReRw6GdpyfrHakVjL/QHaoyV4aDUVVkXQJJJ3NXXM=
 github.com/cespare/xxhash v1.1.0/go.mod h1:XrSqR1VqqWfGrhpAt58auRo0WTKS1nRRg3ghfAqPWnc=
+github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
 github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
@@ -38,6 +41,8 @@ github.com/dhui/dktest v0.4.4 h1:+I4s6JRE1yGuqflzwqG+aIaMdgXIorCf5P98JnaAWa8=
 github.com/dhui/dktest v0.4.4/go.mod h1:4+22R4lgsdAXrDyaH4Nqx2JEz2hLp49MqQmm9HLCQhM=
 github.com/distribution/reference v0.6.0 h1:0IXCQ5g4/QMHHkarYzh5l+u8T3t73zM5QvfrDyIgxBk=
 github.com/distribution/reference v0.6.0/go.mod h1:BbU0aIcezP1/5jX/8MP0YiH4SdvB5Y4f/wlDRiLyi3E=
+github.com/dlmiddlecote/sqlstats v1.0.2 h1:gSU11YN23D/iY50A2zVYwgXgy072khatTsIW6UPjUtI=
+github.com/dlmiddlecote/sqlstats v1.0.2/go.mod h1:0CWaIh/Th+z2aI6Q9Jpfg/o21zmGxWhbByHgQSCUQvY=
 github.com/docker/docker v27.2.0+incompatible h1:Rk9nIVdfH3+Vz4cyI/uhbINhEZ/oLmc+CBXmH6fbNk4=
 github.com/docker/docker v27.2.0+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
 github.com/docker/go-connections v0.5.0 h1:USnMq7hx7gwdVZq1L49hLXaFtUdTADjXGp+uj1Br63c=
@@ -54,6 +59,7 @@ github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeME
 github.com/go-gorp/gorp v2.2.0+incompatible h1:xAUh4QgEeqPPhK3vxZN+bzrim1z5Av6q837gtjUlshc=
 github.com/go-gorp/gorp v2.2.0+incompatible/go.mod h1:7IfkAQnO7jfT/9IQ3R9wL1dFhukN6aQxzKTHnkxzA/E=
 github.com/go-kit/kit v0.8.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
+github.com/go-kit/kit v0.9.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
 github.com/go-logfmt/logfmt v0.3.0/go.mod h1:Qt1PoO58o5twSAckw1HlFXLmHsOX5/0LbT9GBnD5lWE=
 github.com/go-logfmt/logfmt v0.4.0/go.mod h1:3RMwSq7FuexP4Kalkev3ejPJsZTpXXBr9+V4qmtdjCk=
 github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
@@ -74,10 +80,13 @@ github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4er
 github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
 github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/golang/protobuf v1.3.1/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
+github.com/golang/protobuf v1.3.2/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/google/btree v1.0.0/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ=
 github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
+github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
 github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
+github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/gophercloud/gophercloud/v2 v2.7.0 h1:o0m4kgVcPgHlcXiWAjoVxGd8QCmvM5VU+YM71pFbn0E=
 github.com/gophercloud/gophercloud/v2 v2.7.0/go.mod h1:Ki/ILhYZr/5EPebrPL9Ej+tUg4lqx71/YH2JWVeU+Qk=
 github.com/gorilla/websocket v1.4.0/go.mod h1:E7qHFY5m1UJ88s3WnNqhKjPHQ0heANvMoAMk2YaljkQ=
@@ -96,6 +105,8 @@ github.com/hashicorp/go-multierror v1.1.1/go.mod h1:iw975J/qwKPdAO1clOe2L8331t/9
 github.com/hashicorp/hcl v1.0.0/go.mod h1:E5yfLk+7swimpb2L/Alb/PJmXilQ/rhwaUYs4T20WEQ=
 github.com/inconshreveable/mousetrap v1.0.0/go.mod h1:PxqpIevigyE2G7u3NXJIT2ANytuPF1OarO4DADm73n8=
 github.com/jonboulle/clockwork v0.1.0/go.mod h1:Ii8DK3G1RaLaWxj9trq07+26W01tbo22gdxWY5EU2bo=
+github.com/json-iterator/go v1.1.6/go.mod h1:+SdeFBvtyEkXs7REEP0seUULqWtbJapLOCVDaaPEHmU=
+github.com/json-iterator/go v1.1.8/go.mod h1:KdQUCv79m/52Kvf8AW2vK1V8akMuk1QjK/uOdHXbAo4=
 github.com/julienschmidt/httprouter v1.2.0/go.mod h1:SYymIcj16QtmaHHD7aYtjjsJG7VTCxuUUipMqKk8s4w=
 github.com/kisielk/errcheck v1.1.0/go.mod h1:EZBBE59ingxPouuu3KfxchcWSUPOHkagtvWXihfKN4Q=
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
@@ -114,6 +125,7 @@ github.com/magiconair/properties v1.8.0/go.mod h1:PppfXfuXeibc/6YijjN8zIbojt8czP
 github.com/mattn/go-colorable v0.1.4/go.mod h1:U0ppj6V5qS13XJ6of8GYAs25YV2eR4EVcfRqFIhoBtE=
 github.com/mattn/go-isatty v0.0.8/go.mod h1:Iq45c/XA43vh69/j3iqttzPXn0bhXyGjM0Hdxcsrc5s=
 github.com/mattn/go-isatty v0.0.11/go.mod h1:PhnuNfih5lzO57/f3n+odYbM4JtupLOxQOAqxQCu2WE=
+github.com/mattn/go-sqlite3 v1.14.6/go.mod h1:NyWgC/yNuGj7Q9rpYnZvas74GogHl5/Z4A/KQRfk6bU=
 github.com/mattn/go-sqlite3 v1.14.28 h1:ThEiQrnbtumT+QMknw63Befp/ce/nUPgBPMlRFEum7A=
 github.com/mattn/go-sqlite3 v1.14.28/go.mod h1:Uh1q+B4BYcTPb+yiD3kU8Ct7aC0hY9fxUwlHK0RXw+Y=
 github.com/matttproud/golang_protobuf_extensions v1.0.1/go.mod h1:D8He9yQNgCq6Z5Ld7szi9bcBfOoFv/3dc6xSMkL2PC0=
@@ -125,6 +137,10 @@ github.com/moby/sys/user v0.3.0 h1:9ni5DlcW5an3SvRSx4MouotOygvzaXbaSrc/wGDFWPo=
 github.com/moby/sys/user v0.3.0/go.mod h1:bG+tYYYJgaMtRKgEmuueC0hJEAZWwtIbZTB+85uoHjs=
 github.com/moby/term v0.5.0 h1:xt8Q1nalod/v7BqbG21f8mQPqH+xAaC9C3N3wfWbVP0=
 github.com/moby/term v0.5.0/go.mod h1:8FzsFHVUBGZdbDsJw/ot+X+d5HLUbvklYLJ9uGfcI3Y=
+github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
+github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
+github.com/modern-go/reflect2 v0.0.0-20180701023420-4b7aa43c6742/go.mod h1:bx2lNnkwVCuqBIxFjflWJWanXIb3RllmbCylyMrvgv0=
+github.com/modern-go/reflect2 v1.0.1/go.mod h1:bx2lNnkwVCuqBIxFjflWJWanXIb3RllmbCylyMrvgv0=
 github.com/morikuni/aec v1.0.0 h1:nP9CBfwrvYnBRgY6qfDQkygYDmYwOilePFkwzv4dU8A=
 github.com/morikuni/aec v1.0.0/go.mod h1:BbKIizmSmc5MMPqRYbxO4ZU0S0+P200+tUnFx7PXmsc=
 github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 h1:C3w9PqII01/Oq1c1nUAm88MOHcQC9l5mIlSMApZMrHA=
@@ -142,6 +158,7 @@ github.com/ory/dockertest v3.3.5+incompatible h1:iLLK6SQwIhcbrG783Dghaaa3WPzGc+4
 github.com/ory/dockertest v3.3.5+incompatible/go.mod h1:1vX4m9wsvi00u5bseYwXaSnhNrne+V0E6LAcBILJdPs=
 github.com/pelletier/go-toml v1.2.0/go.mod h1:5z9KED0ma1S8pY6P1sdut58dfprrGBbd/94hg7ilaic=
 github.com/pkg/errors v0.8.0/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
+github.com/pkg/errors v0.8.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
 github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
@@ -153,18 +170,25 @@ github.com/prashantv/gostub v1.1.0 h1:BTyx3RfQjRHnUWaGF9oQos79AlQ5k8WNktv7VGvVH4
 github.com/prashantv/gostub v1.1.0/go.mod h1:A5zLQHz7ieHGG7is6LLXLz7I8+3LZzsrV0P1IAHhP5U=
 github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXPKyh/dDVn+NZz0KFw=
 github.com/prometheus/client_golang v0.9.3/go.mod h1:/TN21ttK/J9q6uSwhBd54HahCDft0ttaMvbicHlPoso=
+github.com/prometheus/client_golang v1.0.0/go.mod h1:db9x61etRT2tGnBNRi70OPL5FsnadC4Ky3P0J6CfImo=
+github.com/prometheus/client_golang v1.3.0/go.mod h1:hJaj2vgQTGQmVCsAACORcieXFeDPbaTKGT+JTgUa3og=
 github.com/prometheus/client_golang v1.22.0 h1:rb93p9lokFEsctTys46VnV1kLCDpVZ0a/Y92Vm0Zc6Q=
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 github.com/prometheus/client_model v0.0.0-20190129233127-fd36f4220a90/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
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 github.com/prometheus/client_model v0.6.2 h1:oBsgwpGs7iVziMvrGhE53c/GrLUsZdHnqNwqPLxwZyk=
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+github.com/prometheus/common v0.4.1/go.mod h1:TNfzLD0ON7rHzMJeJkieUDPYmFC7Snx/y86RQel1bk4=
+github.com/prometheus/common v0.7.0/go.mod h1:DjGbpBbp5NYNiECxcL/VnbXCCaQpKd3tt26CguLLsqA=
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+github.com/prometheus/procfs v0.0.2/go.mod h1:TjEm7ze935MbeOT/UhFTIMYKhuLP4wbCsTZCD3I8kEA=
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@@ -178,6 +202,7 @@ github.com/sergi/go-diff v1.3.1 h1:xkr+Oxo4BOQKmkn/B9eMK0g5Kg/983T9DqqPHwYqD+8=
 github.com/sergi/go-diff v1.3.1/go.mod h1:aMJSSKb2lpPvRNec0+w3fl7LP9IOFzdc9Pa4NFbPK1I=
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+github.com/sirupsen/logrus v1.4.2/go.mod h1:tLMulIdttU9McNUspp0xgXVQah82FyeX6MwdIuYE2rE=
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@@ -191,6 +216,7 @@ github.com/spf13/viper v1.4.0/go.mod h1:PTJ7Z/lr49W6bUbkmS1V3by4uWynFiR9p7+dSq/y
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
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+github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
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@@ -231,6 +257,7 @@ golang.org/x/net v0.0.0-20181220203305-927f97764cc3/go.mod h1:mL1N/T3taQHkDXs73r
 golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20190522155817-f3200d17e092/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks=
+golang.org/x/net v0.0.0-20190613194153-d28f0bde5980/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
@@ -250,7 +277,9 @@ golang.org/x/sys v0.0.0-20181116152217-5ac8a444bdc5/go.mod h1:STP8DvDyc/dI5b8T5h
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190222072716-a9d3bda3a223/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20190422165155-953cdadca894/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20191220142924-d4481acd189f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210616094352-59db8d763f22/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik=

helm/cortex/Chart.yaml

@@ -18,7 +18,7 @@ type: application
 # This is the chart version. This version number should be incremented each time you make changes
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 0.11.2
+version: 0.12.0
 
 # This is the version number of the application being deployed. This version number should be
 # incremented each time you make changes to the application. Versions are not expected to

helm/cortex/values.yaml

@@ -320,15 +320,32 @@ conf:
     #
     # The `name` should correspond to a known KPI extractor plugin.
     plugins:
+      # VMware-specific KPIs.
+      - name: vmware_host_contention_kpi
+        dependencies:
+          features:
+            extractors:
+              - vrops_hostsystem_contention_extractor
+      - name: vmware_project_noisiness_kpi
+        dependencies:
+          features:
+            extractors:
+              - vrops_project_noisiness_extractor
+      # Shared KPIs.
+      - name: host_utilization_kpi
+        dependencies:
+          sync:
+            openstack:
+              nova:
+                types:
+                  - hypervisors
       - name: vm_migration_statistics_kpi
         dependencies:
-          # Features needed to extract the key-performance indicators (KPIs).
           features:
             extractors:
               - vm_host_residency_extractor
       - name: vm_life_span_kpi
         dependencies:
-          # Features needed to extract the key-performance indicators (KPIs).
           features:
             extractors:
               - vm_life_span_extractor

internal/db/db.go

@@ -11,6 +11,8 @@ import (
 	"time"
 
 	"github.com/cobaltcore-dev/cortex/internal/conf"
+	"github.com/cobaltcore-dev/cortex/internal/monitoring"
+	"github.com/dlmiddlecote/sqlstats"
 	"github.com/go-gorp/gorp"
 	_ "github.com/lib/pq"
 	"github.com/sapcc/go-bits/easypg"
@@ -26,7 +28,7 @@ type Table interface {
 }
 
 // Create a new postgres database and wait until it is connected.
-func NewPostgresDB(c conf.DBConfig) DB {
+func NewPostgresDB(c conf.DBConfig, registry *monitoring.Registry) DB {
 	strip := func(s string) string { return strings.ReplaceAll(s, "\n", "") }
 	dbURL, err := easypg.URLFrom(easypg.URLParts{
 		HostName:          strip(c.Host),
@@ -62,6 +64,10 @@ func NewPostgresDB(c conf.DBConfig) DB {
 	db.SetMaxOpenConns(16)
 	dbMap := &gorp.DbMap{Db: db, Dialect: gorp.PostgresDialect{}}
 	slog.Info("database is ready")
+	if registry != nil {
+		// Expose metrics for the database connection pool.
+		registry.MustRegister(sqlstats.NewStatsCollector("cortex", db))
+	}
 	return DB{DbMap: dbMap}
 }
 

internal/db/db_test.go

@@ -42,7 +42,7 @@ func TestNewDB(t *testing.T) {
 		Database: "postgres",
 	}
 
-	db := NewPostgresDB(config)
+	db := NewPostgresDB(config, nil)
 	db.Close()
 }
 

internal/kpis/pipeline.go

@@ -11,12 +11,17 @@ import (
 	"github.com/cobaltcore-dev/cortex/internal/db"
 	"github.com/cobaltcore-dev/cortex/internal/kpis/plugins"
 	"github.com/cobaltcore-dev/cortex/internal/kpis/plugins/shared"
+	"github.com/cobaltcore-dev/cortex/internal/kpis/plugins/vmware"
 	"github.com/cobaltcore-dev/cortex/internal/monitoring"
 )
 
 // Configuration of supported kpis.
 var SupportedKPIs = []plugins.KPI{
+	// VMware kpis.
+	&vmware.VMwareHostContentionKPI{},
+	&vmware.VMwareProjectNoisinessKPI{},
 	// Shared kpis.
+	&shared.HostUtilizationKPI{},
 	&shared.VMMigrationStatisticsKPI{},
 	&shared.VMLifeSpanKPI{},
 }

internal/kpis/plugins/histogram.go

@@ -0,0 +1,48 @@
+// Copyright 2025 SAP SE
+// SPDX-License-Identifier: Apache-2.0
+
+package plugins
+
+import "github.com/cobaltcore-dev/cortex/internal/features/plugins"
+
+// Create a histogram from features.
+func Histogram[O plugins.Feature](
+	features []O,
+	buckets []float64,
+	keysFunc func(O) []string,
+	valueFunc func(O) float64,
+) (
+	hists map[string]map[float64]uint64, // By key
+	counts map[string]uint64, // By key
+	sums map[string]float64, // By key
+) {
+
+	hists = map[string]map[float64]uint64{}
+	counts = map[string]uint64{}
+	sums = map[string]float64{}
+	for _, feature := range features {
+		keys := keysFunc(feature)
+		val := valueFunc(feature)
+		for _, key := range keys {
+			if _, ok := hists[key]; !ok {
+				hists[key] = make(map[float64]uint64, len(buckets))
+			}
+			for _, bucket := range buckets {
+				if val <= bucket {
+					hists[key][bucket]++
+				}
+			}
+			counts[key]++
+			sums[key] += val
+		}
+	}
+	// Fill up empty buckets
+	for key, hist := range hists {
+		for _, bucket := range buckets {
+			if _, ok := hist[bucket]; !ok {
+				hists[key][bucket] = 0
+			}
+		}
+	}
+	return hists, counts, sums
+}

internal/kpis/plugins/histogram_test.go

@@ -0,0 +1,60 @@
+// Copyright 2025 SAP SE
+// SPDX-License-Identifier: Apache-2.0
+
+package plugins
+
+import (
+	"reflect"
+	"testing"
+)
+
+type mockFeature struct {
+	keys  []string
+	value float64
+}
+
+func TestHistogram(t *testing.T) {
+	// Mock data
+	features := []mockFeature{
+		{keys: []string{"key1"}, value: 1.0},
+		{keys: []string{"key1", "key2"}, value: 2.5},
+		{keys: []string{"key2"}, value: 3.0},
+	}
+	buckets := []float64{1.0, 2.0, 3.0}
+
+	// Mock key and value functions
+	keysFunc := func(f mockFeature) []string {
+		return f.keys
+	}
+	valueFunc := func(f mockFeature) float64 {
+		return f.value
+	}
+
+	// Call the Histogram function
+	hists, counts, sums := Histogram(features, buckets, keysFunc, valueFunc)
+
+	// Expected results
+	expectedHists := map[string]map[float64]uint64{
+		"key1": {1.0: 1, 2.0: 1, 3.0: 2},
+		"key2": {1.0: 0, 2.0: 0, 3.0: 2},
+	}
+	expectedCounts := map[string]uint64{
+		"key1": 2,
+		"key2": 2,
+	}
+	expectedSums := map[string]float64{
+		"key1": 3.5,
+		"key2": 5.5,
+	}
+
+	// Validate results
+	if !reflect.DeepEqual(hists, expectedHists) {
+		t.Errorf("hists = %v, want %v", hists, expectedHists)
+	}
+	if !reflect.DeepEqual(counts, expectedCounts) {
+		t.Errorf("counts = %v, want %v", counts, expectedCounts)
+	}
+	if !reflect.DeepEqual(sums, expectedSums) {
+		t.Errorf("sums = %v, want %v", sums, expectedSums)
+	}
+}