Loading go-packages/meep-metric-store/convert.go 0 → 100644 +36 −0 Original line number Diff line number Diff line /* * Copyright (c) 2019 InterDigital Communications, Inc * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package metricstore import ( "encoding/json" "strconv" ) func JsonNumToInt32(num json.Number) (val int32) { if intVal, err := strconv.Atoi(num.String()); err == nil { val = int32(intVal) } return val } func JsonNumToInt64(num json.Number) (val int64) { if intVal, err := num.Int64(); err == nil { val = intVal } return val } go-packages/meep-metric-store/metric-store.go +100 −20 Original line number Diff line number Diff line Loading @@ -17,7 +17,9 @@ package metricstore import ( "encoding/json" "errors" "strconv" "time" log "github.com/InterDigitalInc/AdvantEDGE/go-packages/meep-logger" Loading @@ -43,7 +45,6 @@ type MetricStore struct { // NewMetricStore - Creates and initialize a Metric Store instance func NewMetricStore(name string, addr string) (ms *MetricStore, err error) { ms = new(MetricStore) ms.name = name // Connect to Influx DB for retry := 0; !ms.connected && retry <= dbMaxRetryCount; retry++ { Loading @@ -56,13 +57,12 @@ func NewMetricStore(name string, addr string) (ms *MetricStore, err error) { return nil, err } // Create Store DB if it does not exist q := influxclient.NewQuery("CREATE DATABASE "+name, "", "") response, err := (*ms.client).Query(q) // Set store to use err = ms.SetStore(name) if err != nil { log.Error("Query failed with error: ", err.Error()) log.Error("Failed to set store: ", err.Error()) return nil, err } log.Info(response.Results) log.Info("Successfully connected to Influx DB") return ms, nil Loading Loading @@ -95,8 +95,27 @@ func (ms *MetricStore) connectDB(addr string) error { return nil } // SetStore - func (ms *MetricStore) SetStore(name string) error { // Set current store. Create new DB if necessary. if name != "" { q := influxclient.NewQuery("CREATE DATABASE "+name, "", "") _, err := (*ms.client).Query(q) if err != nil { log.Error("Query failed with error: ", err.Error()) return err } ms.name = name } return nil } // Flush func (ms *MetricStore) Flush() { // Make sure we have set a store if ms.name == "" { return } // Create Store DB if it does not exist q := influxclient.NewQuery("DROP SERIES FROM /.*/", ms.name, "") Loading @@ -109,6 +128,12 @@ func (ms *MetricStore) Flush() { // SetMetric - Generic metric setter func (ms *MetricStore) SetMetric(metric string, tags map[string]string, fields map[string]interface{}) error { // Make sure we have set a store if ms.name == "" { err := errors.New("Store name not specified") return err } // Create a new point batch bp, _ := influxclient.NewBatchPoints(influxclient.BatchPointsConfig{ Database: ms.name, Loading @@ -133,13 +158,62 @@ func (ms *MetricStore) SetMetric(metric string, tags map[string]string, fields m } // GetMetric - Generic metric getter func (ms *MetricStore) GetMetric(metric string) { q := influxclient.NewQuery("SELECT * FROM "+metric, ms.name, "") func (ms *MetricStore) GetMetric(metric string, tags map[string]string, fields []string, count int) (values []map[string]interface{}, err error) { // Make sure we have set a store if ms.name == "" { err := errors.New("Store name not specified") return values, err } // Create query fieldStr := "" for _, field := range fields { if fieldStr == "" { fieldStr = field } else { fieldStr += "," + field } } if fieldStr == "" { fieldStr = "*" } tagStr := "" for k, v := range tags { if tagStr == "" { tagStr = " WHERE " + k + "='" + v + "'" } else { tagStr += " AND " + k + "='" + v + "'" } } query := "SELECT " + fieldStr + " FROM " + metric + " " + tagStr + " ORDER BY desc LIMIT " + strconv.Itoa(count) log.Error("QUERY: ", query) // Query store for metric q := influxclient.NewQuery(query, ms.name, "") response, err := (*ms.client).Query(q) if err != nil { log.Error("Query failed with error: ", err.Error()) return values, err } // Process response if len(response.Results) <= 0 || len(response.Results[0].Series) <= 0 { err = errors.New("Query returned no results") log.Error("Query failed with error: ", err.Error()) return values, err } // Read results row := response.Results[0].Series[0] for _, qValues := range row.Values { rValues := make(map[string]interface{}) for index, qVal := range qValues { rValues[row.Columns[index]] = qVal } values = append(values, rValues) } log.Error(response.Results) return values, nil } // SetNetMetric Loading @@ -158,23 +232,29 @@ func (ms *MetricStore) SetNetMetric(src string, dest string, lat int32, tput int // GetNetMetric func (ms *MetricStore) GetLastNetMetric(src string, dest string) (lat int32, tput int32, loss int64, err error) { query := "SELECT lat,tput,loss FROM " + metricNet + " WHERE src='" + src + "' AND dest='" + dest + "' ORDER BY desc LIMIT 1" q := influxclient.NewQuery(query, ms.name, "") response, err := (*ms.client).Query(q) if err != nil { log.Error("Query failed with error: ", err.Error()) // Make sure we have set a store if ms.name == "" { err := errors.New("Store name not specified") return lat, tput, loss, err } log.Error(response.Results) if len(response.Results[0].Series) == 0 { err = errors.New("Query returned no results") log.Error("Query failed with error: ", err.Error()) // Get latest Net metric tags := map[string]string{ "src": src, "dest": dest, } fields := []string{"lat", "tput", "loss"} valuesArray, err := ms.GetMetric(metricNet, tags, fields, 1) if err != nil { log.Error("Failed to retrieve metrics with error: ", err.Error()) return lat, tput, loss, err } // Read results // response.Results[] // Take first & only values values := valuesArray[0] lat = JsonNumToInt32(values["lat"].(json.Number)) tput = JsonNumToInt32(values["tput"].(json.Number)) loss = JsonNumToInt64(values["loss"].(json.Number)) return lat, tput, loss, nil } Loading go-packages/meep-metric-store/metric-store_test.go +114 −14 Original line number Diff line number Diff line Loading @@ -23,7 +23,8 @@ import ( log "github.com/InterDigitalInc/AdvantEDGE/go-packages/meep-logger" ) const metricStoreName string = "metricStore" const metricStore1Name string = "metricStore1" const metricStore2Name string = "metricStore2" const metricStoreAddr string = "http://localhost:30386" func TestNewMetricStore(t *testing.T) { Loading @@ -32,16 +33,39 @@ func TestNewMetricStore(t *testing.T) { // Keep this one first... fmt.Println("Invalid Metric Store address") _, err := NewMetricStore(metricStoreName, "ExpectedFailure-InvalidStoreAddr") ms, err := NewMetricStore("", "ExpectedFailure-InvalidStoreAddr") if err == nil { t.Errorf("Should report error on invalid store addr") } if ms != nil { t.Errorf("Should have a nil metric store") } fmt.Println("Create valid Metric Store") _, err = NewMetricStore(metricStoreName, metricStoreAddr) ms, err = NewMetricStore("", metricStoreAddr) if err != nil { t.Errorf("Unable to create Metric Store") } fmt.Println("Invoke API before setting store") _, _, _, err = ms.GetLastNetMetric("node1", "node2") if err == nil { t.Errorf("API call should fail if no store is set") } err = ms.SetNetMetric("node1", "node2", 1, 2, 3) if err == nil { t.Errorf("API call should fail if no store is set") } fmt.Println("Set store") err = ms.SetStore(metricStore1Name) if err != nil { t.Errorf("Unable to set Store") } fmt.Println("Set store2") err = ms.SetStore(metricStore2Name) if err != nil { t.Errorf("Unable to set Store2") } // t.Errorf("DONE") } Loading @@ -51,7 +75,7 @@ func TestGetSetMetric(t *testing.T) { log.MeepTextLogInit(t.Name()) fmt.Println("Create valid Metric Store") ms, err := NewMetricStore(metricStoreName, metricStoreAddr) ms, err := NewMetricStore(metricStore1Name, metricStoreAddr) if err != nil { t.Errorf("Unable to create Metric Store") } Loading @@ -60,27 +84,103 @@ func TestGetSetMetric(t *testing.T) { ms.Flush() fmt.Println("Get empty metric") _, _, _, err = ms.GetLastNetMetric("node1", "node2") if err == nil { lat, tput, loss, err := ms.GetLastNetMetric("node1", "node2") if err == nil || lat != 0 || tput != 0 || loss != 0 { t.Errorf("Net metric should not exist") } fmt.Println("Set net metric") err = ms.SetNetMetric("node1", "node2", 1, 2, 3) fmt.Println("Set net metrics") err = ms.SetNetMetric("node1", "node2", 0, 1, 2.0) if err != nil { t.Errorf("Unable to set net metric") } fmt.Println("Set event metric") err = ms.SetEventMetric("MOBILITY", "node1", "UE Mobility event") err = ms.SetNetMetric("node1", "node3", 1, 2, 3.0) if err != nil { t.Errorf("Unable to set event metric") t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node1", 2, 3, 4.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node3", 3, 4, 5.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node1", 4, 5, 6.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node2", 5, 6, 7.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node1", "node2", 6, 7, 8.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node1", "node3", 7, 8, 9.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node1", 8, 9, 0.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node3", 9, 0, 1.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node1", 0, 1, 2.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node2", 1, 2, 3.0) if err != nil { t.Errorf("Unable to set net metric") } fmt.Println("Get metric") _, _, _, err = ms.GetLastNetMetric("node1", "node2") fmt.Println("Get net metrics") lat, tput, loss, err = ms.GetLastNetMetric("node1", "node2") if err != nil { t.Errorf("Net metric should exist") } else if lat != 6 || tput != 7 || loss != 8.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node1", "node3") if err != nil { t.Errorf("Net metric should exist") } else if lat != 7 || tput != 8 || loss != 9.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node2", "node1") if err != nil { t.Errorf("Net metric should exist") } else if lat != 8 || tput != 9 || loss != 0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node2", "node3") if err != nil { t.Errorf("Net metric should exist") } else if lat != 9 || tput != 0 || loss != 1.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node3", "node1") if err != nil { t.Errorf("Net metric should exist") } else if lat != 0 || tput != 1 || loss != 2.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node3", "node2") if err != nil { t.Errorf("Net metric should exist") } else if lat != 1 || tput != 2 || loss != 3.0 { t.Errorf("Invalid metric values") } fmt.Println("Set event metric") err = ms.SetEventMetric("MOBILITY", "node1", "UE Mobility event") if err != nil { t.Errorf("Unable to set event metric") } // t.Errorf("DONE") Loading Loading
go-packages/meep-metric-store/convert.go 0 → 100644 +36 −0 Original line number Diff line number Diff line /* * Copyright (c) 2019 InterDigital Communications, Inc * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package metricstore import ( "encoding/json" "strconv" ) func JsonNumToInt32(num json.Number) (val int32) { if intVal, err := strconv.Atoi(num.String()); err == nil { val = int32(intVal) } return val } func JsonNumToInt64(num json.Number) (val int64) { if intVal, err := num.Int64(); err == nil { val = intVal } return val }
go-packages/meep-metric-store/metric-store.go +100 −20 Original line number Diff line number Diff line Loading @@ -17,7 +17,9 @@ package metricstore import ( "encoding/json" "errors" "strconv" "time" log "github.com/InterDigitalInc/AdvantEDGE/go-packages/meep-logger" Loading @@ -43,7 +45,6 @@ type MetricStore struct { // NewMetricStore - Creates and initialize a Metric Store instance func NewMetricStore(name string, addr string) (ms *MetricStore, err error) { ms = new(MetricStore) ms.name = name // Connect to Influx DB for retry := 0; !ms.connected && retry <= dbMaxRetryCount; retry++ { Loading @@ -56,13 +57,12 @@ func NewMetricStore(name string, addr string) (ms *MetricStore, err error) { return nil, err } // Create Store DB if it does not exist q := influxclient.NewQuery("CREATE DATABASE "+name, "", "") response, err := (*ms.client).Query(q) // Set store to use err = ms.SetStore(name) if err != nil { log.Error("Query failed with error: ", err.Error()) log.Error("Failed to set store: ", err.Error()) return nil, err } log.Info(response.Results) log.Info("Successfully connected to Influx DB") return ms, nil Loading Loading @@ -95,8 +95,27 @@ func (ms *MetricStore) connectDB(addr string) error { return nil } // SetStore - func (ms *MetricStore) SetStore(name string) error { // Set current store. Create new DB if necessary. if name != "" { q := influxclient.NewQuery("CREATE DATABASE "+name, "", "") _, err := (*ms.client).Query(q) if err != nil { log.Error("Query failed with error: ", err.Error()) return err } ms.name = name } return nil } // Flush func (ms *MetricStore) Flush() { // Make sure we have set a store if ms.name == "" { return } // Create Store DB if it does not exist q := influxclient.NewQuery("DROP SERIES FROM /.*/", ms.name, "") Loading @@ -109,6 +128,12 @@ func (ms *MetricStore) Flush() { // SetMetric - Generic metric setter func (ms *MetricStore) SetMetric(metric string, tags map[string]string, fields map[string]interface{}) error { // Make sure we have set a store if ms.name == "" { err := errors.New("Store name not specified") return err } // Create a new point batch bp, _ := influxclient.NewBatchPoints(influxclient.BatchPointsConfig{ Database: ms.name, Loading @@ -133,13 +158,62 @@ func (ms *MetricStore) SetMetric(metric string, tags map[string]string, fields m } // GetMetric - Generic metric getter func (ms *MetricStore) GetMetric(metric string) { q := influxclient.NewQuery("SELECT * FROM "+metric, ms.name, "") func (ms *MetricStore) GetMetric(metric string, tags map[string]string, fields []string, count int) (values []map[string]interface{}, err error) { // Make sure we have set a store if ms.name == "" { err := errors.New("Store name not specified") return values, err } // Create query fieldStr := "" for _, field := range fields { if fieldStr == "" { fieldStr = field } else { fieldStr += "," + field } } if fieldStr == "" { fieldStr = "*" } tagStr := "" for k, v := range tags { if tagStr == "" { tagStr = " WHERE " + k + "='" + v + "'" } else { tagStr += " AND " + k + "='" + v + "'" } } query := "SELECT " + fieldStr + " FROM " + metric + " " + tagStr + " ORDER BY desc LIMIT " + strconv.Itoa(count) log.Error("QUERY: ", query) // Query store for metric q := influxclient.NewQuery(query, ms.name, "") response, err := (*ms.client).Query(q) if err != nil { log.Error("Query failed with error: ", err.Error()) return values, err } // Process response if len(response.Results) <= 0 || len(response.Results[0].Series) <= 0 { err = errors.New("Query returned no results") log.Error("Query failed with error: ", err.Error()) return values, err } // Read results row := response.Results[0].Series[0] for _, qValues := range row.Values { rValues := make(map[string]interface{}) for index, qVal := range qValues { rValues[row.Columns[index]] = qVal } values = append(values, rValues) } log.Error(response.Results) return values, nil } // SetNetMetric Loading @@ -158,23 +232,29 @@ func (ms *MetricStore) SetNetMetric(src string, dest string, lat int32, tput int // GetNetMetric func (ms *MetricStore) GetLastNetMetric(src string, dest string) (lat int32, tput int32, loss int64, err error) { query := "SELECT lat,tput,loss FROM " + metricNet + " WHERE src='" + src + "' AND dest='" + dest + "' ORDER BY desc LIMIT 1" q := influxclient.NewQuery(query, ms.name, "") response, err := (*ms.client).Query(q) if err != nil { log.Error("Query failed with error: ", err.Error()) // Make sure we have set a store if ms.name == "" { err := errors.New("Store name not specified") return lat, tput, loss, err } log.Error(response.Results) if len(response.Results[0].Series) == 0 { err = errors.New("Query returned no results") log.Error("Query failed with error: ", err.Error()) // Get latest Net metric tags := map[string]string{ "src": src, "dest": dest, } fields := []string{"lat", "tput", "loss"} valuesArray, err := ms.GetMetric(metricNet, tags, fields, 1) if err != nil { log.Error("Failed to retrieve metrics with error: ", err.Error()) return lat, tput, loss, err } // Read results // response.Results[] // Take first & only values values := valuesArray[0] lat = JsonNumToInt32(values["lat"].(json.Number)) tput = JsonNumToInt32(values["tput"].(json.Number)) loss = JsonNumToInt64(values["loss"].(json.Number)) return lat, tput, loss, nil } Loading
go-packages/meep-metric-store/metric-store_test.go +114 −14 Original line number Diff line number Diff line Loading @@ -23,7 +23,8 @@ import ( log "github.com/InterDigitalInc/AdvantEDGE/go-packages/meep-logger" ) const metricStoreName string = "metricStore" const metricStore1Name string = "metricStore1" const metricStore2Name string = "metricStore2" const metricStoreAddr string = "http://localhost:30386" func TestNewMetricStore(t *testing.T) { Loading @@ -32,16 +33,39 @@ func TestNewMetricStore(t *testing.T) { // Keep this one first... fmt.Println("Invalid Metric Store address") _, err := NewMetricStore(metricStoreName, "ExpectedFailure-InvalidStoreAddr") ms, err := NewMetricStore("", "ExpectedFailure-InvalidStoreAddr") if err == nil { t.Errorf("Should report error on invalid store addr") } if ms != nil { t.Errorf("Should have a nil metric store") } fmt.Println("Create valid Metric Store") _, err = NewMetricStore(metricStoreName, metricStoreAddr) ms, err = NewMetricStore("", metricStoreAddr) if err != nil { t.Errorf("Unable to create Metric Store") } fmt.Println("Invoke API before setting store") _, _, _, err = ms.GetLastNetMetric("node1", "node2") if err == nil { t.Errorf("API call should fail if no store is set") } err = ms.SetNetMetric("node1", "node2", 1, 2, 3) if err == nil { t.Errorf("API call should fail if no store is set") } fmt.Println("Set store") err = ms.SetStore(metricStore1Name) if err != nil { t.Errorf("Unable to set Store") } fmt.Println("Set store2") err = ms.SetStore(metricStore2Name) if err != nil { t.Errorf("Unable to set Store2") } // t.Errorf("DONE") } Loading @@ -51,7 +75,7 @@ func TestGetSetMetric(t *testing.T) { log.MeepTextLogInit(t.Name()) fmt.Println("Create valid Metric Store") ms, err := NewMetricStore(metricStoreName, metricStoreAddr) ms, err := NewMetricStore(metricStore1Name, metricStoreAddr) if err != nil { t.Errorf("Unable to create Metric Store") } Loading @@ -60,27 +84,103 @@ func TestGetSetMetric(t *testing.T) { ms.Flush() fmt.Println("Get empty metric") _, _, _, err = ms.GetLastNetMetric("node1", "node2") if err == nil { lat, tput, loss, err := ms.GetLastNetMetric("node1", "node2") if err == nil || lat != 0 || tput != 0 || loss != 0 { t.Errorf("Net metric should not exist") } fmt.Println("Set net metric") err = ms.SetNetMetric("node1", "node2", 1, 2, 3) fmt.Println("Set net metrics") err = ms.SetNetMetric("node1", "node2", 0, 1, 2.0) if err != nil { t.Errorf("Unable to set net metric") } fmt.Println("Set event metric") err = ms.SetEventMetric("MOBILITY", "node1", "UE Mobility event") err = ms.SetNetMetric("node1", "node3", 1, 2, 3.0) if err != nil { t.Errorf("Unable to set event metric") t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node1", 2, 3, 4.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node3", 3, 4, 5.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node1", 4, 5, 6.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node2", 5, 6, 7.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node1", "node2", 6, 7, 8.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node1", "node3", 7, 8, 9.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node1", 8, 9, 0.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node2", "node3", 9, 0, 1.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node1", 0, 1, 2.0) if err != nil { t.Errorf("Unable to set net metric") } err = ms.SetNetMetric("node3", "node2", 1, 2, 3.0) if err != nil { t.Errorf("Unable to set net metric") } fmt.Println("Get metric") _, _, _, err = ms.GetLastNetMetric("node1", "node2") fmt.Println("Get net metrics") lat, tput, loss, err = ms.GetLastNetMetric("node1", "node2") if err != nil { t.Errorf("Net metric should exist") } else if lat != 6 || tput != 7 || loss != 8.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node1", "node3") if err != nil { t.Errorf("Net metric should exist") } else if lat != 7 || tput != 8 || loss != 9.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node2", "node1") if err != nil { t.Errorf("Net metric should exist") } else if lat != 8 || tput != 9 || loss != 0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node2", "node3") if err != nil { t.Errorf("Net metric should exist") } else if lat != 9 || tput != 0 || loss != 1.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node3", "node1") if err != nil { t.Errorf("Net metric should exist") } else if lat != 0 || tput != 1 || loss != 2.0 { t.Errorf("Invalid metric values") } lat, tput, loss, err = ms.GetLastNetMetric("node3", "node2") if err != nil { t.Errorf("Net metric should exist") } else if lat != 1 || tput != 2 || loss != 3.0 { t.Errorf("Invalid metric values") } fmt.Println("Set event metric") err = ms.SetEventMetric("MOBILITY", "node1", "UE Mobility event") if err != nil { t.Errorf("Unable to set event metric") } // t.Errorf("DONE") Loading