implement real time data computing api

constants/context.go

@@ -0,0 +1,7 @@
+// Package constants define constant variable
+package constants
+
+type contextKey string
+
+// MeasurementUUIDKey define measurement uuid key into context
+const MeasurementUUIDKey contextKey = "measurement_uuid"

real-time-data/compute_state_manager.go

@@ -1,12 +1,18 @@
 // Package realtimedata define real time data operation functions
 package realtimedata
 
-import "sync"
+import (
+	"sync"
+)
 
 // ComputeConfig define struct of measurement computation
 type ComputeConfig struct {
-	Cause     map[string]any
+	Cause  map[string]any
-	Action    map[string]any
+	Action map[string]any
+	// TODO 预留自由调整的入口
+	Duration  int
+	DataSize  int64
+	QueryKey  string
 	StopGchan chan struct{}
 }
 

real-time-data/real_time_data_computing.go

@@ -4,6 +4,7 @@ package realtimedata
 import (
 	"context"
 	"encoding/json"
+	"errors"
 	"fmt"
 	"time"
 
@@ -11,6 +12,7 @@ import (
 	"modelRT/constants"
 	"modelRT/diagram"
 	"modelRT/logger"
+	"modelRT/model"
 	"modelRT/network"
 	"modelRT/orm"
 	"modelRT/pool"
@@ -45,7 +47,136 @@ func StartRealTimeDataComputing(ctx context.Context, measurements []orm.Measurem
 			continue
 		}
 
-		// TODO 启动协程准备查询 redis 数据进行计算
+		conf, err := initComputeConfig(measurement)
+		if err != nil {
+			logger.Error(ctx, "failed to initialize real time compute config", "measurement_uuid", measurement.ComponentUUID, "error", err)
+			continue
+		}
+
+		if conf == nil {
+			logger.Info(ctx, "measurement object is disabled or does not require real time computing", "measurement_uuid", measurement.ComponentUUID)
+			continue
+		}
+
+		uuidStr := measurement.ComponentUUID.String()
+		enrichedCtx := context.WithValue(ctx, constants.MeasurementUUIDKey, uuidStr)
+		conf.StopGchan = make(chan struct{})
+		globalComputeState.Store(uuidStr, conf)
+		logger.Info(ctx, "starting real time data computing for measurement", "measurement_uuid", measurement.ComponentUUID)
+		go continuousComputation(enrichedCtx, conf)
+	}
+}
+
+func initComputeConfig(measurement orm.Measurement) (*ComputeConfig, error) {
+	enableValue, exist := measurement.EventPlan["enable"]
+	enable, ok := enableValue.(bool)
+	if !exist {
+		return nil, nil
+	}
+
+	if !ok {
+		return nil, fmt.Errorf("field enable can not be converted to boolean, found type: %T", enableValue)
+	}
+
+	if !enable {
+		return nil, nil
+	}
+
+	conf := &ComputeConfig{}
+
+	causeValue, exist := measurement.EventPlan["cause"]
+	if !exist {
+		return nil, errors.New("missing required field cause")
+	}
+
+	cause, ok := causeValue.(map[string]any)
+	if !ok {
+		return nil, fmt.Errorf("field cause can not be converted to map[string]any, found type: %T", causeValue)
+	}
+	conf.Cause = cause
+
+	actionValue, exist := measurement.EventPlan["action"]
+	if !exist {
+		return nil, errors.New("missing required field action")
+	}
+	action, ok := actionValue.(map[string]any)
+	if !ok {
+		return nil, fmt.Errorf("field action can not be converted to map[string]any, found type: %T", actionValue)
+	}
+	conf.Action = action
+
+	queryKey, err := model.GenerateMeasureIdentifier(measurement.DataSource)
+	if err != nil {
+		return nil, fmt.Errorf("generate redis query key by datasource failed: %w", err)
+	}
+	conf.QueryKey = queryKey
+
+	conf.DataSize = int64(measurement.Size)
+
+	return conf, nil
+}
+
+func continuousComputation(ctx context.Context, conf *ComputeConfig) {
+	client := diagram.NewRedisClient()
+	uuid, _ := ctx.Value(constants.MeasurementUUIDKey).(string)
+	// TODO duration 优化为配置项
+	duration := util.SecondsToDuration(1)
+	ticker := time.NewTicker(duration)
+	defer ticker.Stop()
+	startTimestamp := util.GenNanoTsStr()
+	for {
+		select {
+		case <-conf.StopGchan:
+			logger.Info(ctx, "continuous computing groutine stopped by local StopGchan", "uuid", uuid)
+			return
+		case <-ctx.Done():
+			logger.Info(ctx, "continuous computing goroutine stopped by parent context done signal")
+			return
+		case <-ticker.C:
+			stopTimestamp := util.GenNanoTsStr()
+			members, err := client.QueryByZRangeByLex(ctx, conf.QueryKey, conf.DataSize, startTimestamp, stopTimestamp)
+			if err != nil {
+				logger.Error(ctx, "query real time data from redis failed", "key", conf.QueryKey, "error", err)
+				continue
+			}
+			startTimestamp = stopTimestamp
+			// TODO 对 redis 数据进行分析
+			fmt.Println(members)
+		}
+	}
+}
+
+func processCauseMap(data map[string]any) {
+	keysToExtract := []string{"up", "down", "upup", "downdown"}
+
+	for _, key := range keysToExtract {
+		if value, exists := data[key]; exists {
+			// 检查类型是否为 float64
+			if floatVal, ok := value.(float64); ok {
+				fmt.Printf("键 '%s' 存在且为 float64: %.2f\n", key, floatVal)
+			} else {
+				// 键存在，但类型不对，进行错误处理或转换尝试
+				fmt.Printf("键 '%s' 存在但类型错误: 期望 float64, 实际 %T\n", key, value)
+			}
+		}
+	}
+
+	edgeKey := "edge"
+	if value, exists := data[edgeKey]; exists {
+		if stringVal, ok := value.(string); ok {
+			switch stringVal {
+			case "raising":
+				fmt.Println(" -> 识别到 edge: raising")
+			case "falling":
+				fmt.Println(" -> 识别到 edge: falling")
+			default:
+				fmt.Println(" -> 识别到其他 edge 值")
+			}
+		} else {
+			fmt.Printf("键 '%s' 存在但类型错误: 期望 string, 实际 %T\n", edgeKey, value)
+		}
+	} else {
+		fmt.Printf("键 '%s' 不存在\n", edgeKey)
 	}
 }