feat: added loadtest service

infrastructure/loadtest/.env.template

@@ -0,0 +1 @@
+BACKEND_ADDRESS=http://backend:8080

services/loadtest/.dockerignore

@@ -0,0 +1,38 @@
+# If you prefer the allow list template instead of the deny list, see community template:
+# https://github.com/github/gitignore/blob/main/community/Golang/Go.AllowList.gitignore
+#
+# Binaries for programs and plugins
+*.exe
+*.exe~
+*.dll
+*.so
+*.dylib
+
+# Test binary, built with `go test -c`
+*.test
+
+# Code coverage profiles and other test artifacts
+*.out
+coverage.*
+*.coverprofile
+profile.cov
+
+# Dependency directories (remove the comment below to include it)
+# vendor/
+
+# Go workspace file
+go.work
+go.work.sum
+
+# env file
+.env
+
+# Editor/IDE
+# .idea/
+# .vscode/
+
+# App binary
+main
+
+# Gitignore
+.gitignore

services/loadtest/.env.template

@@ -0,0 +1,4 @@
+# Change all vars before going to production and remove all comments (!)
+# Below all environment variables and default values
+
+BACKEND_ADDRESS=http://localhost:8080

services/loadtest/.gitignore

@@ -0,0 +1,35 @@
+# If you prefer the allow list template instead of the deny list, see community template:
+# https://github.com/github/gitignore/blob/main/community/Golang/Go.AllowList.gitignore
+#
+# Binaries for programs and plugins
+*.exe
+*.exe~
+*.dll
+*.so
+*.dylib
+
+# Test binary, built with `go test -c`
+*.test
+
+# Code coverage profiles and other test artifacts
+*.out
+coverage.*
+*.coverprofile
+profile.cov
+
+# Dependency directories (remove the comment below to include it)
+# vendor/
+
+# Go workspace file
+go.work
+go.work.sum
+
+# env file
+.env
+
+# Editor/IDE
+# .idea/
+# .vscode/
+
+# App binary
+main

services/loadtest/Dockerfile

@@ -0,0 +1,28 @@
+ARG GOARCH=amd64
+
+# Stage 1: Build go binary
+FROM docker.io/golang:1.24-alpine AS build
+
+WORKDIR /build
+
+COPY . .
+
+RUN go mod download
+
+ARG GOARCH
+
+RUN CGO_ENABLED=0 GOARCH=$GOARCH go build -o loadtest
+
+
+# Stage 2: Run go binary
+FROM docker.io/alpine:3.22
+
+WORKDIR /app
+
+COPY --from=build /build/loadtest .
+
+COPY . .
+
+EXPOSE 5001
+
+CMD [ "./loadtest", "--port", "5001" ]

services/loadtest/README.md

@@ -0,0 +1,68 @@
+# AdNova Loadtest
+
+## Prerequisites
+
+Ensure you have the following installed on your system:
+
+- [Go](https://go.dev/) (1.24 recommended)
+- [Docker](https://www.docker.com/) (for containerized setup, latest version recommended)
+
+## Basic setup
+
+### Installation
+
+#### Clone the project
+
+#### Go to the project directory
+
+```bash
+cd AdNova/services/loadtest
+```
+
+#### Customize environment
+
+```bash
+cp .env.template .env
+```
+
+And setup env vars according to your needs.
+
+#### Install dependencies
+
+```bash
+go mod download
+```
+
+#### Running
+
+```bash
+go run main.go
+```
+
+## Containerized setup
+
+### Clone the project
+
+### Go to the project directory
+
+```bash
+cd AdNova/services/loadtest
+```
+
+### Build docker image
+
+```bash
+docker build -t adnova-loadtest .
+```
+
+### Customize environment
+
+Customize environment with `docker run` command, for all environment vars and default values see [.env.template](./.env.template).
+
+### Run docker image
+
+```bash
+docker run -p 5001:5001 --name adnova-loadtest adnova-loadtest
+```
+
+Loadtest will be available on [127.0.0.1:5001](http://127.0.0.1:5001).

services/loadtest/go.mod

@@ -0,0 +1,8 @@
+module loadtest
+
+go 1.24.5
+
+require (
+	github.com/gorilla/mux v1.8.1
+	github.com/gorilla/websocket v1.5.3
+)

services/loadtest/go.sum

@@ -0,0 +1,4 @@
+github.com/gorilla/mux v1.8.1 h1:TuBL49tXwgrFYWhqrNgrUNEY92u81SPhu7sTdzQEiWY=
+github.com/gorilla/mux v1.8.1/go.mod h1:AKf9I4AEqPTmMytcMc0KkNouC66V3BtZ4qD5fmWSiMQ=
+github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
+github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=

services/loadtest/main.go

@@ -0,0 +1,788 @@
+package main
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"flag"
+	"fmt"
+	"html/template"
+	"io"
+	"log"
+	"math/rand"
+	"net/http"
+	"os"
+	"strings"
+	"sync"
+	"time"
+
+	"github.com/gorilla/mux"
+	"github.com/gorilla/websocket"
+)
+
+// --- Mock Data Structures ---
+
+type Client struct {
+	ClientID string `json:"client_id"`
+	Login    string `json:"login"`
+	Age      int    `json:"age"`
+	Location string `json:"location"`
+	Gender   string `json:"gender"`
+}
+
+type Advertiser struct {
+	AdvertiserID string `json:"advertiser_id"`
+	Name         string `json:"name"`
+}
+
+type MLScore struct {
+	AdvertiserId string `json:"advertiser_id"`
+	ClientID     string `json:"client_id"`
+	Score        int64  `json:"score"`
+}
+
+type Campaign struct {
+	Targeting struct {
+		Gender   string `json:"gender,omitempty"`
+		AgeFrom  int    `json:"age_from,omitempty"`
+		AgeTo    int    `json:"age_to,omitempty"`
+		Location string `json:"location,omitempty"`
+	} `json:"targeting"`
+	AdTitle           string  `json:"ad_title"`
+	AdText            string  `json:"ad_text"`
+	ImpressionsLimit  int     `json:"impressions_limit"`
+	ClicksLimit       int     `json:"clicks_limit"`
+	CostPerImpression float64 `json:"cost_per_impression"`
+	CostPerClick      float64 `json:"cost_per_click"`
+	StartDate         int64   `json:"start_date"`
+	EndDate           int64   `json:"end_date"`
+}
+
+type CampaignFileEntry struct {
+	AdvertiserID string   `json:"advertiser_id"`
+	CampaignData Campaign `json:"campaign_data"`
+}
+
+// --- Mock data filenames ---
+
+const clientsMockDataFile = "./mocks/bulk_clients.json"
+const advertisersMockDataFile = "./mocks/bulk_advertisers.json"
+const campaignsMockDataFile = "./mocks/campaigns.json"
+const mlscoresMockDataFile = "./mocks/ml_scores.json"
+
+// --- In-Memory Data Store ---
+
+var (
+	loadedClientIDs []string
+	dataMutex       = &sync.RWMutex{}
+	backendAddress  string
+)
+
+// --- Mock Data Loading and Posting Logic ---
+
+func loadInitialMockIDs() {
+	dataMutex.Lock()
+	defer dataMutex.Unlock()
+
+	loadedClientIDs = nil
+
+	log.Println("Loading client IDs from local files...")
+
+	readFile := func(filename string) ([]byte, error) {
+		content, err := os.ReadFile(filename)
+		if err != nil {
+			return nil, fmt.Errorf("error reading %s: %w", filename, err)
+		}
+		return content, nil
+	}
+
+	clientsContent, err := readFile(clientsMockDataFile)
+	if err != nil {
+		log.Printf("Warning: Could not read %s for initial ID load: %v", clientsMockDataFile, err)
+	} else {
+		var tempClients []Client
+		if err := json.Unmarshal(clientsContent, &tempClients); err != nil {
+			log.Printf("Warning: Error unmarshaling %s for initial ID load: %v", clientsMockDataFile, err)
+		} else {
+			for _, c := range tempClients {
+				loadedClientIDs = append(loadedClientIDs, c.ClientID)
+			}
+			log.Printf("Loaded %d client IDs for stress testing.", len(loadedClientIDs))
+		}
+	}
+}
+
+func loadAndPostMocks() error {
+	log.Println("Attempting to load mock data from files and post to external backend:", backendAddress)
+
+	readFile := func(filename string) ([]byte, error) {
+		content, err := os.ReadFile(filename)
+		if err != nil {
+			return nil, fmt.Errorf("error reading %s: %w", filename, err)
+		}
+		return content, nil
+	}
+
+	postJSON := func(url string, data interface{}) error {
+		jsonData, err := json.Marshal(data)
+		if err != nil {
+			return fmt.Errorf("failed to marshal JSON for %s: %w", url, err)
+		}
+		req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
+		if err != nil {
+			return fmt.Errorf("failed to create request for %s: %w", url, err)
+		}
+		req.Header.Set("Content-Type", "application/json")
+
+		client := &http.Client{
+			Timeout: 60 * time.Second,
+		}
+
+		resp, err := client.Do(req)
+		if err != nil {
+			return fmt.Errorf("failed to POST to %s: %w", url, err)
+		}
+		defer resp.Body.Close()
+
+		if resp.StatusCode >= 400 {
+			body, _ := io.ReadAll(resp.Body)
+			return fmt.Errorf("POST to %s failed with status %d: %s", url, resp.StatusCode, string(body))
+		}
+		return nil
+	}
+
+	// 1. Load bulk_clients.json
+	clientsContent, err := readFile(clientsMockDataFile)
+	if err != nil {
+		return err
+	}
+	var tempClients []Client
+	if err := json.Unmarshal(clientsContent, &tempClients); err != nil {
+		return fmt.Errorf("error unmarshaling %s: %w", clientsMockDataFile, err)
+	}
+	if err := postJSON(fmt.Sprintf("%s/clients/bulk", backendAddress), tempClients); err != nil {
+		return fmt.Errorf("error posting bulk clients: %w", err)
+	}
+	log.Printf("Successfully posted %d clients to %s/clients/bulk", len(tempClients), backendAddress)
+
+	// 2. Load bulk_advertisers.json
+	advertisersContent, err := readFile(advertisersMockDataFile)
+	if err != nil {
+		return err
+	}
+	var tempAdvertisers []Advertiser
+	if err := json.Unmarshal(advertisersContent, &tempAdvertisers); err != nil {
+		return fmt.Errorf("error unmarshaling %s: %w", advertisersMockDataFile, err)
+	}
+	if err := postJSON(fmt.Sprintf("%s/advertisers/bulk", backendAddress), tempAdvertisers); err != nil {
+		return fmt.Errorf("error posting bulk advertisers: %w", err)
+	}
+	log.Printf("Successfully posted %d advertisers to %s/advertisers/bulk", len(tempAdvertisers), backendAddress)
+
+	// 3. Load campaigns.json
+	campaignsContent, err := readFile(campaignsMockDataFile)
+	if err != nil {
+		return err
+	}
+	var campaignDataList []CampaignFileEntry
+	if err := json.Unmarshal(campaignsContent, &campaignDataList); err != nil {
+		return fmt.Errorf("error unmarshaling %s: %w", campaignsMockDataFile, err)
+	}
+
+	for i, entry := range campaignDataList {
+		if err := postJSON(fmt.Sprintf("%s/advertisers/%s/campaigns", backendAddress, entry.AdvertiserID), entry.CampaignData); err != nil {
+			log.Printf("Warning: Failed to post campaign for advertiser %s (entry %d): %v", entry.AdvertiserID, i, err)
+		}
+	}
+	log.Printf("Attempted to post campaigns for %d advertisers from %s", len(campaignDataList), campaignsMockDataFile)
+
+	// 4. Load ml_scores.json
+	mlScoresContent, err := readFile(mlscoresMockDataFile)
+	if err != nil {
+		return err
+	}
+	var tempMLScores []MLScore
+	if err := json.Unmarshal(mlScoresContent, &tempMLScores); err != nil {
+		return fmt.Errorf("error unmarshaling %s: %w", mlscoresMockDataFile, err)
+	}
+	for i, score := range tempMLScores {
+		if err := postJSON(fmt.Sprintf("%s/ml-scores", backendAddress), score); err != nil {
+			log.Printf("Warning: Failed to post ML score %d (client %s): %v", i, score.ClientID, err)
+		}
+	}
+	log.Printf("Attempted to post %d ML scores one by one to %s/ml-scores", len(tempMLScores), backendAddress)
+
+	log.Println("Mock data loading and posting process complete.")
+	return nil
+}
+
+// --- WebSocket Hub ---
+
+var upgrader = websocket.Upgrader{
+	ReadBufferSize:  1024,
+	WriteBufferSize: 1024,
+	CheckOrigin:     func(r *http.Request) bool { return true },
+}
+
+type Hub struct {
+	clients    map[*websocket.Conn]bool
+	broadcast  chan []byte
+	register   chan *websocket.Conn
+	unregister chan *websocket.Conn
+	mutex      sync.Mutex
+}
+
+func newHub() *Hub {
+	return &Hub{
+		broadcast:  make(chan []byte),
+		register:   make(chan *websocket.Conn),
+		unregister: make(chan *websocket.Conn),
+		clients:    make(map[*websocket.Conn]bool),
+	}
+}
+
+func (h *Hub) run() {
+	for {
+		select {
+		case client := <-h.register:
+			h.mutex.Lock()
+			h.clients[client] = true
+			h.mutex.Unlock()
+		case client := <-h.unregister:
+			h.mutex.Lock()
+			if _, ok := h.clients[client]; ok {
+				delete(h.clients, client)
+				client.Close()
+			}
+			h.mutex.Unlock()
+		case message := <-h.broadcast:
+			h.mutex.Lock()
+			for client := range h.clients {
+				err := client.WriteMessage(websocket.TextMessage, message)
+				if err != nil {
+					log.Printf("error: %v", err)
+					client.Close()
+					delete(h.clients, client)
+				}
+			}
+			h.mutex.Unlock()
+		}
+	}
+}
+
+var hub = newHub()
+
+// --- Load Generator ---
+
+type TestConfig struct {
+	BackendAddress string `json:"backendAddress"`
+	MaxRPS         int    `json:"maxRps"`
+	LoadProfile    string `json:"loadProfile"`
+	FromRPS        int    `json:"fromRPS"`
+	ToRPS          int    `json:"toRPS"`
+	StepRPS        int    `json:"stepRps"`
+	StepDuration   int    `json:"stepDuration"`
+	OnceCount      int    `json:"onceCount"`
+}
+
+type RequestResult struct {
+	StatusCode int
+	Latency    time.Duration
+	Error      bool
+}
+
+type TestStats struct {
+	RPS         int     `json:"rps"`
+	Latency     float64 `json:"latency"`
+	ErrorRate   float64 `json:"errorRate"`
+	TotalReqs   int64   `json:"totalReqs"`
+	TotalErrors int64   `json:"totalErrors"`
+	IsRunning   bool    `json:"isRunning"`
+}
+
+type TestManager struct {
+	config     TestConfig
+	isRunning  bool
+	cancelFunc context.CancelFunc
+	mutex      sync.Mutex
+	httpClient *http.Client
+}
+
+var testManager = TestManager{
+	httpClient: &http.Client{
+		Timeout: 10 * time.Second,
+		Transport: &http.Transport{
+			MaxIdleConns:        1000,
+			MaxIdleConnsPerHost: 1000,
+			IdleConnTimeout:     90 * time.Second,
+		},
+	},
+}
+
+func (tm *TestManager) startTest(config TestConfig) {
+	tm.mutex.Lock()
+	if tm.isRunning {
+		tm.mutex.Unlock()
+		log.Println("Test already running.")
+		return
+	}
+
+	tm.config = config
+	tm.isRunning = true
+	ctx, cancel := context.WithCancel(context.Background())
+	tm.cancelFunc = cancel
+	tm.mutex.Unlock()
+
+	go tm.runLoadGenerator(ctx)
+}
+
+func (tm *TestManager) stopTest() {
+	tm.mutex.Lock()
+	if tm.isRunning && tm.cancelFunc != nil {
+		tm.cancelFunc()
+		tm.isRunning = false
+	}
+	tm.mutex.Unlock()
+}
+
+func (tm *TestManager) runLoadGenerator(ctx context.Context) {
+	log.Printf("Starting test with config: %+v\n", tm.config)
+
+	results := make(chan RequestResult, 10000)
+	var wg sync.WaitGroup
+
+	var totalReqs, totalErrors int64
+	go func() {
+		ticker := time.NewTicker(1 * time.Second)
+		defer ticker.Stop()
+		var reqsInSecond int
+		var totalLatency time.Duration
+		var errorsInSecond int
+
+		for {
+			select {
+			case <-ctx.Done():
+				return
+			case <-ticker.C:
+				avgLatency := 0.0
+				if reqsInSecond > 0 {
+					avgLatency = float64(totalLatency.Milliseconds()) / float64(reqsInSecond)
+				}
+				errorRate := 0.0
+				if reqsInSecond > 0 {
+					errorRate = float64(errorsInSecond) / float64(reqsInSecond) * 100
+				}
+
+				stats := TestStats{
+					RPS:         reqsInSecond,
+					Latency:     avgLatency,
+					ErrorRate:   errorRate,
+					TotalReqs:   totalReqs,
+					TotalErrors: totalErrors,
+					IsRunning:   true,
+				}
+				jsonStats, _ := json.Marshal(stats)
+				hub.broadcast <- jsonStats
+
+				reqsInSecond = 0
+				totalLatency = 0
+				errorsInSecond = 0
+			case res, ok := <-results:
+				if !ok {
+					return
+				}
+				totalReqs++
+				reqsInSecond++
+				totalLatency += res.Latency
+				if res.Error {
+					totalErrors++
+					errorsInSecond++
+				}
+			}
+		}
+	}()
+
+	numWorkers := 1000
+	if tm.config.MaxRPS > 0 && tm.config.MaxRPS < numWorkers {
+		numWorkers = tm.config.MaxRPS
+	}
+
+	jobs := make(chan string, 10000)
+
+	for i := 0; i < numWorkers; i++ {
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+			for {
+				select {
+				case <-ctx.Done():
+					return
+				case url, ok := <-jobs:
+					if !ok {
+						return
+					}
+					start := time.Now()
+					req, _ := http.NewRequestWithContext(ctx, "GET", url, nil)
+					resp, err := tm.httpClient.Do(req)
+					latency := time.Since(start)
+
+					if err != nil {
+						results <- RequestResult{StatusCode: 0, Latency: latency, Error: true}
+						continue
+					}
+
+					results <- RequestResult{StatusCode: resp.StatusCode, Latency: latency, Error: resp.StatusCode >= 500}
+					resp.Body.Close()
+				}
+			}
+		}()
+	}
+
+	go func() {
+		defer close(jobs)
+
+		dataMutex.RLock()
+		if len(loadedClientIDs) == 0 {
+			log.Println("No client IDs loaded for stress test.")
+			dataMutex.RUnlock()
+			return
+		}
+		clientIDsForTest := make([]string, len(loadedClientIDs))
+		copy(clientIDsForTest, loadedClientIDs)
+		dataMutex.RUnlock()
+
+		log.Printf("Stress testing with %d client IDs.", len(clientIDsForTest))
+
+		switch tm.config.LoadProfile {
+		case "const":
+			ticker := time.NewTicker(time.Second / time.Duration(tm.config.MaxRPS))
+			defer ticker.Stop()
+			for {
+				select {
+				case <-ctx.Done():
+					return
+				case <-ticker.C:
+					clientID := clientIDsForTest[rand.Intn(len(clientIDsForTest))]
+					url := fmt.Sprintf("%s/ads?client_id=%s", tm.config.BackendAddress, clientID)
+					jobs <- url
+				}
+			}
+		case "line":
+			duration := 10 * time.Second
+			startTime := time.Now()
+			for {
+				select {
+				case <-ctx.Done():
+					return
+				default:
+					elapsed := time.Since(startTime)
+					if elapsed >= duration {
+						elapsed = duration
+					}
+
+					progress := float64(elapsed) / float64(duration)
+					currentRPS := float64(tm.config.FromRPS) + (float64(tm.config.ToRPS-tm.config.FromRPS) * progress)
+
+					if currentRPS <= 0 {
+						currentRPS = 1
+					}
+
+					sleepDuration := time.Second / time.Duration(currentRPS)
+					time.Sleep(sleepDuration)
+
+					clientID := clientIDsForTest[rand.Intn(len(clientIDsForTest))]
+					url := fmt.Sprintf("%s/ads?client_id=%s", tm.config.BackendAddress, clientID)
+					jobs <- url
+
+					if elapsed >= duration {
+						constSleepDuration := time.Second / time.Duration(tm.config.ToRPS)
+						for {
+							select {
+							case <-ctx.Done():
+								return
+							default:
+								time.Sleep(constSleepDuration)
+								clientID := clientIDsForTest[rand.Intn(len(clientIDsForTest))]
+								url := fmt.Sprintf("%s/ads?client_id=%s", tm.config.BackendAddress, clientID)
+								jobs <- url
+							}
+						}
+					}
+				}
+			}
+		case "step":
+			currentRPS := tm.config.FromRPS
+			for currentRPS <= tm.config.ToRPS {
+				log.Printf("Step load: %d RPS for %d seconds", currentRPS, tm.config.StepDuration)
+				stepEndTime := time.After(time.Duration(tm.config.StepDuration) * time.Second)
+
+				sleepDuration := time.Second / time.Duration(currentRPS)
+
+			stepLoop:
+				for {
+					select {
+					case <-ctx.Done():
+						return
+					case <-stepEndTime:
+						break stepLoop
+					default:
+						time.Sleep(sleepDuration)
+						clientID := clientIDsForTest[rand.Intn(len(clientIDsForTest))]
+						url := fmt.Sprintf("%s/ads?client_id=%s", tm.config.BackendAddress, clientID)
+						jobs <- url
+					}
+				}
+				currentRPS += tm.config.StepRPS
+				if tm.config.StepRPS == 0 && currentRPS != tm.config.ToRPS {
+					break
+				}
+			}
+		case "once":
+			for i := 0; i < tm.config.OnceCount; i++ {
+				select {
+				case <-ctx.Done():
+					return
+				default:
+					clientID := clientIDsForTest[rand.Intn(len(clientIDsForTest))]
+					url := fmt.Sprintf("%s/ads?client_id=%s", tm.config.BackendAddress, clientID)
+					jobs <- url
+				}
+			}
+		case "unlimited":
+			for {
+				select {
+				case <-ctx.Done():
+					return
+				default:
+					clientID := clientIDsForTest[rand.Intn(len(clientIDsForTest))]
+					url := fmt.Sprintf("%s/ads?client_id=%s", tm.config.BackendAddress, clientID)
+					jobs <- url
+				}
+			}
+		}
+	}()
+
+	wg.Wait()
+	close(results)
+	time.Sleep(1 * time.Second)
+
+	tm.mutex.Lock()
+	tm.isRunning = false
+	tm.mutex.Unlock()
+
+	finalStats := TestStats{IsRunning: false, TotalReqs: totalReqs, TotalErrors: totalErrors}
+	jsonStats, _ := json.Marshal(finalStats)
+	hub.broadcast <- jsonStats
+	log.Println("Test finished.")
+}
+
+// --- HTTP Handlers ---
+
+func serveWs(w http.ResponseWriter, r *http.Request) {
+	conn, err := upgrader.Upgrade(w, r, nil)
+	if err != nil {
+		log.Println(err)
+		return
+	}
+	hub.register <- conn
+
+	go func() {
+		defer func() {
+			hub.unregister <- conn
+			conn.Close()
+		}()
+		for {
+			if _, _, err := conn.NextReader(); err != nil {
+				break
+			}
+		}
+	}()
+}
+
+func handleLoadMocks(w http.ResponseWriter, r *http.Request) {
+	if err := loadAndPostMocks(); err != nil {
+		http.Error(w, fmt.Sprintf("Failed to load mocks: %v", err), http.StatusInternalServerError)
+		return
+	}
+	w.WriteHeader(http.StatusOK)
+	json.NewEncoder(w).Encode(map[string]string{"status": "Mocks loaded successfully"})
+}
+
+func checkEndpoint(url string) bool {
+	req, err := http.NewRequest("GET", url, nil)
+	if err != nil {
+		log.Printf("Error creating request for %s: %v", url, err)
+		return false
+	}
+	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
+	defer cancel()
+	req = req.WithContext(ctx)
+
+	resp, err := http.DefaultClient.Do(req)
+	if err != nil {
+		log.Printf("Error making request to %s: %v", url, err)
+		return false
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		log.Printf("Check for %s failed with status: %d", url, resp.StatusCode)
+		return false
+	}
+
+	if strings.Contains(url, "/campaigns") {
+		bodyBytes, err := io.ReadAll(resp.Body)
+		if err != nil {
+			log.Printf("Error reading response body from %s: %v", url, err)
+			return false
+		}
+		var campaignsData []Campaign
+		if err := json.Unmarshal(bodyBytes, &campaignsData); err != nil {
+			log.Printf("Error unmarshaling campaign data from %s: %v", url, err)
+			return false
+		}
+		return len(campaignsData) > 0
+	}
+	return true
+}
+
+func handleCheckMocks(w http.ResponseWriter, r *http.Request) {
+	dataMutex.RLock()
+	defer dataMutex.RUnlock()
+
+	status := make(map[string]bool)
+
+	var tempClients []Client
+	clientsContent, err := os.ReadFile(clientsMockDataFile)
+	if err != nil {
+		log.Printf("Warning: Could not read %s for checks: %v", clientsMockDataFile, err)
+	} else {
+		json.Unmarshal(clientsContent, &tempClients)
+	}
+
+	var tempAdvertisers []Advertiser
+	advertisersContent, err := os.ReadFile(advertisersMockDataFile)
+	if err != nil {
+		log.Printf("Warning: Could not read %s for checks: %v", advertisersMockDataFile, err)
+	} else {
+		json.Unmarshal(advertisersContent, &tempAdvertisers)
+	}
+
+	clientsLoaded := false
+	if len(tempClients) >= 3 {
+		firstClient := tempClients[0].ClientID
+		medianClient := tempClients[len(tempClients)/2].ClientID
+		lastClient := tempClients[len(tempClients)-1].ClientID
+
+		clientsLoaded = checkEndpoint(fmt.Sprintf("%s/clients/%s", backendAddress, firstClient)) &&
+			checkEndpoint(fmt.Sprintf("%s/clients/%s", backendAddress, medianClient)) &&
+			checkEndpoint(fmt.Sprintf("%s/clients/%s", backendAddress, lastClient))
+	} else if len(tempClients) > 0 {
+		clientsLoaded = checkEndpoint(fmt.Sprintf("%s/clients/%s", backendAddress, tempClients[0].ClientID))
+	}
+	status["clients"] = clientsLoaded
+
+	advertisersLoaded := false
+	if len(tempAdvertisers) >= 3 {
+		firstAdvertiser := tempAdvertisers[0].AdvertiserID
+		medianAdvertiser := tempAdvertisers[len(tempAdvertisers)/2].AdvertiserID
+		lastAdvertiser := tempAdvertisers[len(tempAdvertisers)-1].AdvertiserID
+
+		advertisersLoaded = checkEndpoint(fmt.Sprintf("%s/advertisers/%s", backendAddress, firstAdvertiser)) &&
+			checkEndpoint(fmt.Sprintf("%s/advertisers/%s", backendAddress, medianAdvertiser)) &&
+			checkEndpoint(fmt.Sprintf("%s/advertisers/%s", backendAddress, lastAdvertiser))
+	} else if len(tempAdvertisers) > 0 {
+		advertisersLoaded = checkEndpoint(fmt.Sprintf("%s/advertisers/%s", backendAddress, tempAdvertisers[0].AdvertiserID))
+	}
+	status["advertisers"] = advertisersLoaded
+
+	campaignsLoaded := false
+	if len(tempAdvertisers) >= 3 {
+		firstAdvertiser := tempAdvertisers[0].AdvertiserID
+		medianAdvertiser := tempAdvertisers[len(tempAdvertisers)/2].AdvertiserID
+		lastAdvertiser := tempAdvertisers[len(tempAdvertisers)-1].AdvertiserID
+
+		campaignsLoaded = checkEndpoint(fmt.Sprintf("%s/advertisers/%s/campaigns", backendAddress, firstAdvertiser)) &&
+			checkEndpoint(fmt.Sprintf("%s/advertisers/%s/campaigns", backendAddress, medianAdvertiser)) &&
+			checkEndpoint(fmt.Sprintf("%s/advertisers/%s/campaigns", backendAddress, lastAdvertiser))
+	} else if len(tempAdvertisers) > 0 {
+		campaignsLoaded = checkEndpoint(fmt.Sprintf("%s/advertisers/%s/campaigns", backendAddress, tempAdvertisers[0].AdvertiserID))
+	}
+	status["campaigns"] = campaignsLoaded
+
+	_, err = os.ReadFile(mlscoresMockDataFile)
+	status["ml_scores"] = err == nil
+	if !status["ml_scores"] {
+		log.Printf("Warning: ML Scores file not found or readable, assuming not loaded for check.")
+	}
+
+	w.Header().Set("Content-Type", "application/json")
+	json.NewEncoder(w).Encode(status)
+}
+
+func handleStartTest(w http.ResponseWriter, r *http.Request) {
+	var config TestConfig
+	if err := json.NewDecoder(r.Body).Decode(&config); err != nil {
+		http.Error(w, err.Error(), http.StatusBadRequest)
+		return
+	}
+	config.BackendAddress = backendAddress
+	go testManager.startTest(config)
+	w.WriteHeader(http.StatusOK)
+	json.NewEncoder(w).Encode(map[string]string{"status": "Test started"})
+}
+
+func handleStopTest(w http.ResponseWriter, r *http.Request) {
+	testManager.stopTest()
+	w.WriteHeader(http.StatusOK)
+	json.NewEncoder(w).Encode(map[string]string{"status": "Test stopped"})
+}
+
+func main() {
+	rand.Seed(time.Now().UnixNano())
+
+	port := flag.String("port", "5002", "Port to run the server on")
+	flag.Parse()
+
+	backendAddress = os.Getenv("BACKEND_ADDRESS")
+	if backendAddress == "" {
+		log.Println("BACKEND_ADDRESS environment variable not set. Defaulting to http://localhost:8080")
+		backendAddress = "http://localhost:8080"
+	}
+
+	loadInitialMockIDs()
+
+	go hub.run()
+
+	r := mux.NewRouter()
+
+	r.HandleFunc("/", serveUI)
+	r.HandleFunc("/ws", serveWs)
+	r.HandleFunc("/api/load-mocks", handleLoadMocks).Methods("POST")
+	r.HandleFunc("/api/check-mocks", handleCheckMocks).Methods("GET")
+	r.HandleFunc("/api/start-test", handleStartTest).Methods("POST")
+	r.HandleFunc("/api/stop-test", handleStopTest).Methods("POST")
+
+	addr := ":" + *port
+	log.Printf("Server starting on port %s. Open http://localhost%s\n", *port, addr)
+	if err := http.ListenAndServe(addr, r); err != nil {
+		log.Fatal("ListenAndServe: ", err)
+	}
+}
+
+// --- Embedded HTML UI ---
+
+func serveUI(w http.ResponseWriter, r *http.Request) {
+	w.Header().Set("Content-Type", "text/html; charset=utf-8")
+
+	t, err := template.ParseFiles("static/index.html")
+	if err != nil {
+		http.Error(w, "Could not load UI template", http.StatusInternalServerError)
+		return
+	}
+
+	err = t.Execute(w, nil)
+	if err != nil {
+		http.Error(w, "Failed to render UI", http.StatusInternalServerError)
+	}
+}

services/loadtest/mocks/bulk_advertisers.json

@@ -0,0 +1,122 @@
+[
+    {
+        "advertiser_id": "addf3407-9265-44b8-8e7e-6b015f63c47d",
+        "name": "Smart Inc"
+    },
+    {
+        "advertiser_id": "4d830921-f650-4f2f-869b-db48208dc952",
+        "name": "Advanced Technologies"
+    },
+    {
+        "advertiser_id": "752ddcd3-e944-4eaf-b1de-5e49977354a7",
+        "name": "Global Group"
+    },
+    {
+        "advertiser_id": "e04d35cd-e24b-4bfd-b5fa-6ac1c12ae8a0",
+        "name": "Global Media"
+    },
+    {
+        "advertiser_id": "8b7f547f-bab5-448d-9997-61cbbd6e3f1c",
+        "name": "Modern Systems"
+    },
+    {
+        "advertiser_id": "57dd000f-32fe-4a49-8dca-bfdc84fec7dd",
+        "name": "Advanced Technologies"
+    },
+    {
+        "advertiser_id": "22d28b06-32c5-434e-b05e-0654fa1cac09",
+        "name": "Global Corp"
+    },
+    {
+        "advertiser_id": "7ba54148-4885-48da-97ba-6ecf7b3a300b",
+        "name": "Tech Solutions"
+    },
+    {
+        "advertiser_id": "00ac5657-1a1a-48f1-815a-2ffdb72b82b8",
+        "name": "Elite Group"
+    },
+    {
+        "advertiser_id": "b9d5a8ce-ae23-4a93-946e-4bd85bddef5c",
+        "name": "Modern Marketing"
+    },
+    {
+        "advertiser_id": "3696b94d-6591-4e15-86f3-8c46ee535e27",
+        "name": "Advanced Systems"
+    },
+    {
+        "advertiser_id": "20024aab-2476-4d35-b96f-f47589f05474",
+        "name": "Premier Technologies"
+    },
+    {
+        "advertiser_id": "a68ef7d6-c50f-40d1-b70f-a32d7cdcd036",
+        "name": "Elite Partners"
+    },
+    {
+        "advertiser_id": "960e2896-3f34-43a3-8aa1-d984bb92b96e",
+        "name": "Future Inc"
+    },
+    {
+        "advertiser_id": "80a7f6a9-5939-4d74-9a7e-e455b9fa0fdd",
+        "name": "Modern Marketing"
+    },
+    {
+        "advertiser_id": "6bb59511-360d-49dc-9626-be2f6b9b3a0a",
+        "name": "Future Solutions"
+    },
+    {
+        "advertiser_id": "d7a27dc9-7d8d-4f25-bea4-2528f88238d1",
+        "name": "Advanced Solutions"
+    },
+    {
+        "advertiser_id": "e6cde283-ca4b-456c-b1fb-c2967918b5ef",
+        "name": "Digital Solutions"
+    },
+    {
+        "advertiser_id": "2a51ba38-bed3-43af-bbb4-99093b72e0d1",
+        "name": "Tech Group"
+    },
+    {
+        "advertiser_id": "95a9a488-8fee-4aa6-9c21-458f8f5523ca",
+        "name": "Elite Systems"
+    },
+    {
+        "advertiser_id": "2fb992b8-4441-47f5-9176-1da68526eafb",
+        "name": "Tech Inc"
+    },
+    {
+        "advertiser_id": "f0d160bd-18b4-4c88-917c-06b699abeeec",
+        "name": "Global Inc"
+    },
+    {
+        "advertiser_id": "d8147d8c-2bcd-4ac8-bab5-82e420509a7f",
+        "name": "Smart Inc"
+    },
+    {
+        "advertiser_id": "94209720-2c10-4a55-bc37-c28838d08012",
+        "name": "Advanced Corp"
+    },
+    {
+        "advertiser_id": "33fae4ce-d252-4b34-af2b-c11e770f65b5",
+        "name": "Smart Advertising"
+    },
+    {
+        "advertiser_id": "2c0261ba-bd3c-4b19-a53c-44efa10819e5",
+        "name": "Digital Marketing"
+    },
+    {
+        "advertiser_id": "0892fbb7-fbc6-45e9-b52f-494258a9c8f8",
+        "name": "Smart Group"
+    },
+    {
+        "advertiser_id": "055af498-567a-4a4e-b25f-60a57b9b591c",
+        "name": "Advanced Systems"
+    },
+    {
+        "advertiser_id": "0dfd7246-4cfa-4721-899b-e6dd9c483626",
+        "name": "Premier Advertising"
+    },
+    {
+        "advertiser_id": "32d75bc6-0779-4081-98b3-58273497c561",
+        "name": "Modern Partners"
+    }
+]

services/loadtest/mocks/campaigns.json

@@ -0,0 +1,572 @@
+[
+    {
+        "advertiser_id": "addf3407-9265-44b8-8e7e-6b015f63c47d",
+        "campaign_data": {
+            "impressions_limit": 8,
+            "clicks_limit": 8,
+            "cost_per_impression": 1.5,
+            "cost_per_click": 2.5,
+            "ad_title": "Amazing Offer",
+            "ad_text": "Get great savings now!",
+            "start_date": 0,
+            "end_date": 15,
+            "targeting": {
+                "gender": "MALE",
+                "age_from": 25,
+                "age_to": 40,
+                "location": "Chicago"
+            }
+        }
+    },
+    {
+        "advertiser_id": "4d830921-f650-4f2f-869b-db48208dc952",
+        "campaign_data": {
+            "impressions_limit": 10,
+            "clicks_limit": 10,
+            "cost_per_impression": 1.2,
+            "cost_per_click": 2.8,
+            "ad_title": "Incredible Deal",
+            "ad_text": "Discover amazing quality!",
+            "start_date": 0,
+            "end_date": 20,
+            "targeting": {
+                "gender": "FEMALE",
+                "age_from": 30,
+                "age_to": 50,
+                "location": "New York"
+            }
+        }
+    },
+    {
+        "advertiser_id": "752ddcd3-e944-4eaf-b1de-5e49977354a7",
+        "campaign_data": {
+            "impressions_limit": 6,
+            "clicks_limit": 6,
+            "cost_per_impression": 1.8,
+            "cost_per_click": 2.2,
+            "ad_title": "Best Service",
+            "ad_text": "Buy unique advantages today!",
+            "start_date": 0,
+            "end_date": 22,
+            "targeting": {
+                "gender": "ALL",
+                "age_from": 18,
+                "age_to": 60,
+                "location": "Los Angeles"
+            }
+        }
+    },
+    {
+        "advertiser_id": "e04d35cd-e24b-4bfd-b5fa-6ac1c12ae8a0",
+        "campaign_data": {
+            "impressions_limit": 7,
+            "clicks_limit": 7,
+            "cost_per_impression": 1.1,
+            "cost_per_click": 2.9,
+            "ad_title": "Exclusive Opportunity",
+            "ad_text": "Try our new product now!",
+            "start_date": 0,
+            "end_date": 13,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "8b7f547f-bab5-448d-9997-61cbbd6e3f1c",
+        "campaign_data": {
+            "impressions_limit": 9,
+            "clicks_limit": 9,
+            "cost_per_impression": 1.6,
+            "cost_per_click": 2.4,
+            "ad_title": "Special Features",
+            "ad_text": "Experience our service today!",
+            "start_date": 0,
+            "end_date": 11,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "57dd000f-32fe-4a49-8dca-bfdc84fec7dd",
+        "campaign_data": {
+            "impressions_limit": 5,
+            "clicks_limit": 5,
+            "cost_per_impression": 1.3,
+            "cost_per_click": 2.1,
+            "ad_title": "Limited Time Offer",
+            "ad_text": "Get it before it's gone!",
+            "start_date": 0,
+            "end_date": 12,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "22d28b06-32c5-434e-b05e-0654fa1cac09",
+        "campaign_data": {
+            "impressions_limit": 6,
+            "clicks_limit": 6,
+            "cost_per_impression": 1.7,
+            "cost_per_click": 2.6,
+            "ad_title": "New Arrival",
+            "ad_text": "Check out our latest product!",
+            "start_date": 0,
+            "end_date": 14,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "7ba54148-4885-48da-97ba-6ecf7b3a300b",
+        "campaign_data": {
+            "impressions_limit": 8,
+            "clicks_limit": 8,
+            "cost_per_impression": 1.9,
+            "cost_per_click": 2.3,
+            "ad_title": "Discover More",
+            "ad_text": "Find out what we offer!",
+            "start_date": 0,
+            "end_date": 16,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "00ac5657-1a1a-48f1-815a-2ffdb72b82b8",
+        "campaign_data": {
+            "impressions_limit": 7,
+            "clicks_limit": 7,
+            "cost_per_impression": 1.4,
+            "cost_per_click": 2.8,
+            "ad_title": "Best Quality",
+            "ad_text": "Experience the best quality!",
+            "start_date": 0,
+            "end_date": 18,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "b9d5a8ce-ae23-4a93-946e-4bd85bddef5c",
+        "campaign_data": {
+            "impressions_limit": 9,
+            "clicks_limit": 9,
+            "cost_per_impression": 1.6,
+            "cost_per_click": 2.2,
+            "ad_title": "Limited Edition",
+            "ad_text": "Get it while it lasts!",
+            "start_date": 0,
+            "end_date": 15,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "3696b94d-6591-4e15-86f3-8c46ee535e27",
+        "campaign_data": {
+            "impressions_limit": 10,
+            "clicks_limit": 10,
+            "cost_per_impression": 1.2,
+            "cost_per_click": 2.9,
+            "ad_title": "Exclusive Access",
+            "ad_text": "Join us for exclusive access!",
+            "start_date": 0,
+            "end_date": 13,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "20024aab-2476-4d35-b96f-f47589f05474",
+        "campaign_data": {
+            "impressions_limit": 6,
+            "clicks_limit": 6,
+            "cost_per_impression": 1.8,
+            "cost_per_click": 2.5,
+            "ad_title": "Best Experience",
+            "ad_text": "Experience the best with us!",
+            "start_date": 0,
+            "end_date": 14,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "a68ef7d6-c50f-40d1-b70f-a32d7cdcd036",
+        "campaign_data": {
+            "impressions_limit": 5,
+            "clicks_limit": 5,
+            "cost_per_impression": 1.5,
+            "cost_per_click": 2.7,
+            "ad_title": "Incredible Quality",
+            "ad_text": "Get the quality you deserve!",
+            "start_date": 0,
+            "end_date": 12,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "960e2896-3f34-43a3-8aa1-d984bb92b96e",
+        "campaign_data": {
+            "impressions_limit": 7,
+            "clicks_limit": 7,
+            "cost_per_impression": 1.3,
+            "cost_per_click": 2.4,
+            "ad_title": "Best Value",
+            "ad_text": "Get the best value for your money!",
+            "start_date": 0,
+            "end_date": 11,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "80a7f6a9-5939-4d74-9a7e-e455b9fa0fdd",
+        "campaign_data": {
+            "impressions_limit": 6,
+            "clicks_limit": 6,
+            "cost_per_impression": 1.9,
+            "cost_per_click": 2.6,
+            "ad_title": "Exclusive Offer",
+            "ad_text": "Don't miss out on this offer!",
+            "start_date": 0,
+            "end_date": 15,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "6bb59511-360d-49dc-9626-be2f6b9b3a0a",
+        "campaign_data": {
+            "impressions_limit": 8,
+            "clicks_limit": 8,
+            "cost_per_impression": 1.7,
+            "cost_per_click": 2.3,
+            "ad_title": "Limited Time Deal",
+            "ad_text": "Act fast to get this deal!",
+            "start_date": 0,
+            "end_date": 13,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "d7a27dc9-7d8d-4f25-bea4-2528f88238d1",
+        "campaign_data": {
+            "impressions_limit": 9,
+            "clicks_limit": 9,
+            "cost_per_impression": 1.2,
+            "cost_per_click": 2.9,
+            "ad_title": "Discover Our Services",
+            "ad_text": "Find out what we can do for you!",
+            "start_date": 0,
+            "end_date": 14,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "e6cde283-ca4b-456c-b1fb-c2967918b5ef",
+        "campaign_data": {
+            "impressions_limit": 10,
+            "clicks_limit": 10,
+            "cost_per_impression": 1.5,
+            "cost_per_click": 2.8,
+            "ad_title": "Get Started Today",
+            "ad_text": "Join us and start saving!",
+            "start_date": 0,
+            "end_date": 12,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "2a51ba38-bed3-43af-bbb4-99093b72e0d1",
+        "campaign_data": {
+            "impressions_limit": 6,
+            "clicks_limit": 6,
+            "cost_per_impression": 1.8,
+            "cost_per_click": 2.5,
+            "ad_title": "Best Choice",
+            "ad_text": "Choose the best for your needs!",
+            "start_date": 0,
+            "end_date": 11,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "95a9a488-8fee-4aa6-9c21-458f8f5523ca",
+        "campaign_data": {
+            "impressions_limit": 7,
+            "clicks_limit": 7,
+            "cost_per_impression": 1.3,
+            "cost_per_click": 2.2,
+            "ad_title": "Exclusive Access",
+            "ad_text": "Get exclusive access to our services!",
+            "start_date": 0,
+            "end_date": 13,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "2fb992b8-4441-47f5-9176-1da68526eafb",
+        "campaign_data": {
+            "impressions_limit": 8,
+            "clicks_limit": 8,
+            "cost_per_impression": 1.9,
+            "cost_per_click": 2.6,
+            "ad_title": "Best Quality",
+            "ad_text": "Experience the best quality!",
+            "start_date": 0,
+            "end_date": 15,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "f0d160bd-18b4-4c88-917c-06b699abeeec",
+        "campaign_data": {
+            "impressions_limit": 9,
+            "clicks_limit": 9,
+            "cost_per_impression": 1.4,
+            "cost_per_click": 2.3,
+            "ad_title": "Incredible Quality",
+            "ad_text": "Get the quality you deserve!",
+            "start_date": 0,
+            "end_date": 12,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "d8147d8c-2bcd-4ac8-bab5-82e420509a7f",
+        "campaign_data": {
+            "impressions_limit": 10,
+            "clicks_limit": 10,
+            "cost_per_impression": 1.6,
+            "cost_per_click": 2.8,
+            "ad_title": "Discover Our Services",
+            "ad_text": "Find out what we can do for you!",
+            "start_date": 0,
+            "end_date": 14,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "94209720-2c10-4a55-bc37-c28838d08012",
+        "campaign_data": {
+            "impressions_limit": 6,
+            "clicks_limit": 6,
+            "cost_per_impression": 1.2,
+            "cost_per_click": 2.9,
+            "ad_title": "Best Value",
+            "ad_text": "Get the best value for your money!",
+            "start_date": 0,
+            "end_date": 11,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "33fae4ce-d252-4b34-af2b-c11e770f65b5",
+        "campaign_data": {
+            "impressions_limit": 7,
+            "clicks_limit": 7,
+            "cost_per_impression": 1.3,
+            "cost_per_click": 2.4,
+            "ad_title": "Exclusive Offer",
+            "ad_text": "Don't miss out on this offer!",
+            "start_date": 0,
+            "end_date": 12,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "2c0261ba-bd3c-4b19-a53c-44efa10819e5",
+        "campaign_data": {
+            "impressions_limit": 8,
+            "clicks_limit": 8,
+            "cost_per_impression": 1.9,
+            "cost_per_click": 2.6,
+            "ad_title": "Best Choice",
+            "ad_text": "Choose the best for your needs!",
+            "start_date": 0,
+            "end_date": 13,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "0892fbb7-fbc6-45e9-b52f-494258a9c8f8",
+        "campaign_data": {
+            "impressions_limit": 9,
+            "clicks_limit": 9,
+            "cost_per_impression": 1.5,
+            "cost_per_click": 2.3,
+            "ad_title": "Incredible Quality",
+            "ad_text": "Get the quality you deserve!",
+            "start_date": 0,
+            "end_date": 14,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "055af498-567a-4a4e-b25f-60a57b9b591c",
+        "campaign_data": {
+            "impressions_limit": 10,
+            "clicks_limit": 10,
+            "cost_per_impression": 1.6,
+            "cost_per_click": 2.8,
+            "ad_title": "Get Started Today",
+            "ad_text": "Join us and start saving!",
+            "start_date": 0,
+            "end_date": 12,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "0dfd7246-4cfa-4721-899b-e6dd9c483626",
+        "campaign_data": {
+            "impressions_limit": 6,
+            "clicks_limit": 6,
+            "cost_per_impression": 1.2,
+            "cost_per_click": 2.9,
+            "ad_title": "Best Experience",
+            "ad_text": "Experience the best with us!",
+            "start_date": 0,
+            "end_date": 11,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    },
+    {
+        "advertiser_id": "32d75bc6-0779-4081-98b3-58273497c561",
+        "campaign_data": {
+            "impressions_limit": 7,
+            "clicks_limit": 7,
+            "cost_per_impression": 1.3,
+            "cost_per_click": 2.2,
+            "ad_title": "Discover Our Services",
+            "ad_text": "Find out what we can do for you!",
+            "start_date": 0,
+            "end_date": 13,
+            "targeting": {
+                "gender": null,
+                "age_from": null,
+                "age_to": null,
+                "location": null
+            }
+        }
+    }
+]

services/loadtest/static/index.html

@@ -0,0 +1,458 @@
+<!DOCTYPE html>
+<html lang="en" class="dark">
+
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>AdNova Loadtest</title>
+    <script src="https://cdn.tailwindcss.com"></script>
+    <script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
+    <style>
+        body {
+            font-family: 'Inter', sans-serif;
+        }
+
+        @import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');
+
+        .chart-container {
+            position: relative;
+            height: 250px;
+            width: 100%;
+        }
+
+        .status-dot {
+            height: 10px;
+            width: 10px;
+            border-radius: 50%;
+            display: inline-block;
+        }
+
+        .tooltip {
+            visibility: hidden;
+        }
+
+        .has-tooltip:hover .tooltip {
+            visibility: visible;
+        }
+    </style>
+</head>
+
+<body class="bg-slate-900 text-gray-300">
+    <div class="container mx-auto p-4 md:p-8">
+        <header class="mb-8">
+            <h1 class="text-4xl font-bold text-white tracking-tight">AdNova Loadtest</h1>
+        </header>
+
+        <div class="grid grid-cols-1 lg:grid-cols-3 gap-8">
+            <!-- Left Column: Controls -->
+            <div class="lg:col-span-1 flex flex-col gap-6">
+
+                <!-- Mock Data Management -->
+                <div class="bg-slate-800 rounded-lg p-6 shadow-lg">
+                    <h2 class="text-xl font-semibold text-white mb-4">1. Data Setup</h2>
+                    <button id="loadMocksBtn"
+                        class="w-full bg-indigo-600 hover:bg-indigo-500 text-white font-bold py-2 px-4 rounded-lg transition-colors duration-300 flex items-center justify-center">
+                        Load Mock Data
+                    </button>
+                    <div id="mockStatus" class="mt-4 space-y-2 text-sm">
+                        <div class="flex items-center justify-between"><span class="text-slate-300">Clients:</span><span
+                                id="clientsStatus" class="font-mono">Checking...</span></div>
+                        <div class="flex items-center justify-between"><span
+                                class="text-slate-300">Advertisers:</span><span id="advertisersStatus"
+                                class="font-mono">Checking...</span></div>
+                        <div class="flex items-center justify-between"><span
+                                class="text-slate-300">Campaigns:</span><span id="campaignsStatus"
+                                class="font-mono">Checking...</span></div>
+                        <div class="flex items-center justify-between"><span class="text-slate-300">ML
+                                Scores:</span><span id="mlScoresStatus" class="font-mono">Checking...</span></div>
+                    </div>
+                </div>
+
+                <!-- Test Configuration -->
+                <div id="config-panel" class="bg-slate-800 rounded-lg p-6 shadow-lg">
+                    <h2 class="text-xl font-semibold text-white mb-4">2. Test Configuration</h2>
+                    <div class="space-y-4">
+                        <div>
+                            <label for="loadProfile" class="block text-sm font-medium text-slate-300">Load
+                                Profile</label>
+                            <select id="loadProfile"
+                                class="mt-1 block w-full bg-slate-700 border border-slate-600 rounded-md shadow-sm py-2 px-3 text-white focus:outline-none focus:ring-indigo-500 focus:border-indigo-500 sm:text-sm">
+                                <option value="const">Constant</option>
+                                <option value="line">Line</option>
+                                <option value="step">Step</option>
+                                <option value="once">Once</option>
+                                <option value="unlimited">Unlimited</option>
+                            </select>
+                        </div>
+
+                        <!-- Profile Specific Options -->
+                        <div id="const-options">
+                            <label for="maxRps" class="block text-sm font-medium text-slate-300">Requests Per Second
+                                (RPS)</label>
+                            <input type="number" id="maxRps" value="100"
+                                class="mt-1 block w-full bg-slate-700 border border-slate-600 rounded-md shadow-sm py-2 px-3 text-white focus:outline-none focus:ring-indigo-500 focus:border-indigo-500 sm:text-sm">
+                        </div>
+                        <div id="line-options" class="hidden space-y-2">
+                            <input type="number" id="fromRps" placeholder="From RPS (e.g., 10)"
+                                class="block w-full bg-slate-700 border border-slate-600 rounded-md py-2 px-3 text-white">
+                            <input type="number" id="toRps" placeholder="To RPS (e.g., 100)"
+                                class="block w-full bg-slate-700 border border-slate-600 rounded-md py-2 px-3 text-white">
+                        </div>
+                        <div id="step-options" class="hidden space-y-2">
+                            <input type="number" id="stepFromRps" placeholder="From RPS"
+                                class="block w-full bg-slate-700 border border-slate-600 rounded-md py-2 px-3 text-white">
+                            <input type="number" id="stepToRps" placeholder="To RPS"
+                                class="block w-full bg-slate-700 border border-slate-600 rounded-md py-2 px-3 text-white">
+                            <input type="number" id="stepRps" placeholder="Step Size (RPS)"
+                                class="block w-full bg-slate-700 border border-slate-600 rounded-md py-2 px-3 text-white">
+                            <input type="number" id="stepDuration" placeholder="Step Duration (sec)"
+                                class="block w-full bg-slate-700 border border-slate-600 rounded-md py-2 px-3 text-white">
+                        </div>
+                        <div id="once-options" class="hidden">
+                            <input type="number" id="onceCount" placeholder="Number of Requests"
+                                class="block w-full bg-slate-700 border border-slate-600 rounded-md py-2 px-3 text-white">
+                        </div>
+                        <div id="unlimited-options"
+                            class="hidden p-2 bg-yellow-900/50 rounded-md text-yellow-300 text-xs">
+                            Warning: This profile sends requests as fast as possible and may exhaust system resources.
+                        </div>
+
+                    </div>
+                </div>
+
+                <!-- Start/Stop Controls -->
+                <div class="bg-slate-800 rounded-lg p-6 shadow-lg">
+                    <h2 class="text-xl font-semibold text-white mb-4">3. Execute Test</h2>
+                    <button id="startStopBtn"
+                        class="w-full bg-green-600 hover:bg-green-500 text-white font-bold py-3 px-4 rounded-lg transition-colors duration-300 text-lg flex items-center justify-center">
+                        Start Test
+                    </button>
+                </div>
+            </div>
+
+            <!-- Right Column: Stats & Charts -->
+            <div class="lg:col-span-2 flex flex-col gap-6">
+                <!-- Summary Stats -->
+                <div class="grid grid-cols-1 md:grid-cols-3 gap-4">
+                    <div class="bg-slate-800 p-4 rounded-lg shadow-lg text-center">
+                        <h3 class="text-sm font-medium text-slate-400">RPS</h3>
+                        <p id="rpsStat" class="text-3xl font-semibold text-white">0</p>
+                    </div>
+                    <div class="bg-slate-800 p-4 rounded-lg shadow-lg text-center">
+                        <h3 class="text-sm font-medium text-slate-400">Avg Latency (ms)</h3>
+                        <p id="latencyStat" class="text-3xl font-semibold text-white">0.00</p>
+                    </div>
+                    <div class="bg-slate-800 p-4 rounded-lg shadow-lg text-center">
+                        <h3 class="text-sm font-medium text-slate-400">Error Rate</h3>
+                        <p id="errorRateStat" class="text-3xl font-semibold text-white">0.00%</p>
+                    </div>
+                </div>
+                <div class="grid grid-cols-1 md:grid-cols-2 gap-4">
+                    <div class="bg-slate-800 p-4 rounded-lg shadow-lg text-center">
+                        <h3 class="text-sm font-medium text-slate-400">Total Requests</h3>
+                        <p id="totalReqsStat" class="text-2xl font-semibold text-white">0</p>
+                    </div>
+                    <div class="bg-slate-800 p-4 rounded-lg shadow-lg text-center">
+                        <h3 class="text-sm font-medium text-slate-400">Total Errors</h3>
+                        <p id="totalErrorsStat" class="text-2xl font-semibold text-white">0</p>
+                    </div>
+                </div>
+
+                <!-- Charts -->
+                <div class="bg-slate-800 p-4 rounded-lg shadow-lg">
+                    <h3 class="font-semibold text-white mb-2">Requests Per Second (RPS)</h3>
+                    <div class="chart-container"><canvas id="rpsChart"></canvas></div>
+                </div>
+                <div class="bg-slate-800 p-4 rounded-lg shadow-lg">
+                    <h3 class="font-semibold text-white mb-2">Average Latency (ms)</h3>
+                    <div class="chart-container"><canvas id="latencyChart"></canvas></div>
+                </div>
+                <div class="bg-slate-800 p-4 rounded-lg shadow-lg">
+                    <h3 class="font-semibold text-white mb-2">Error Rate (%)</h3>
+                    <div class="chart-container"><canvas id="errorRateChart"></canvas></div>
+                </div>
+            </div>
+        </div>
+    </div>
+
+    <script>
+        const loadProfileSelect = document.getElementById( 'loadProfile' )
+        const startStopBtn = document.getElementById( 'startStopBtn' )
+        const loadMocksBtn = document.getElementById( 'loadMocksBtn' )
+        const configPanel = document.getElementById( 'config-panel' )
+
+        const rpsStat = document.getElementById( 'rpsStat' )
+        const latencyStat = document.getElementById( 'latencyStat' )
+        const errorRateStat = document.getElementById( 'errorRateStat' )
+        const totalReqsStat = document.getElementById( 'totalReqsStat' )
+        const totalErrorsStat = document.getElementById( 'totalErrorsStat' )
+
+        let ws
+        let rpsChart, latencyChart, errorRateChart
+        let isRunning = false
+        const MAX_DATA_POINTS = 60
+
+        function createChart ( ctx, label, color )
+        {
+            return new Chart( ctx, {
+                type: 'line',
+                data: {
+                    labels: [],
+                    datasets: [ {
+                        label: label,
+                        data: [],
+                        borderColor: color,
+                        backgroundColor: color + '33',
+                        borderWidth: 2,
+                        pointRadius: 0,
+                        tension: 0.4,
+                        fill: true,
+                    } ]
+                },
+                options: {
+                    responsive: true,
+                    maintainAspectRatio: false,
+                    scales: {
+                        x: {
+                            ticks: { color: '#94a3b8' },
+                            grid: { color: '#334155' }
+                        },
+                        y: {
+                            beginAtZero: true,
+                            ticks: { color: '#94a3b8' },
+                            grid: { color: '#334155' }
+                        }
+                    },
+                    plugins: {
+                        legend: { display: false }
+                    }
+                }
+            } )
+        }
+
+        function updateChart ( chart, label, newData )
+        {
+            chart.data.labels.push( label )
+            chart.data.datasets[ 0 ].data.push( newData )
+            if ( chart.data.labels.length > MAX_DATA_POINTS )
+            {
+                chart.data.labels.shift()
+                chart.data.datasets[ 0 ].data.shift()
+            }
+            chart.update( 'none' )
+        }
+
+        function resetCharts ()
+        {
+            const charts = [ rpsChart, latencyChart, errorRateChart ]
+            charts.forEach( chart =>
+            {
+                if ( chart )
+                {
+                    chart.data.labels = []
+                    chart.data.datasets[ 0 ].data = []
+                    chart.update()
+                }
+            } )
+            rpsStat.textContent = '0'
+            latencyStat.textContent = '0.00'
+            errorRateStat.textContent = '0.00%'
+            totalReqsStat.textContent = '0'
+            totalErrorsStat.textContent = '0'
+        }
+
+        function setupWebSocket ()
+        {
+            const wsUrl = 'ws://' + window.location.host + '/ws'
+            ws = new WebSocket( wsUrl )
+
+            ws.onopen = () => console.log( 'WebSocket connected' )
+            ws.onclose = () => console.log( 'WebSocket disconnected' )
+            ws.onerror = ( error ) => console.error( 'WebSocket error:', error )
+
+            ws.onmessage = ( event ) =>
+            {
+                const data = JSON.parse( event.data )
+
+                if ( typeof data.isRunning !== 'undefined' )
+                {
+                    if ( data.isRunning )
+                    {
+                        isRunning = true
+                        startStopBtn.textContent = 'Stop Test'
+                        startStopBtn.classList.remove( 'bg-green-600', 'hover:bg-green-500' )
+                        startStopBtn.classList.add( 'bg-red-600', 'hover:bg-red-500' )
+                        configPanel.querySelectorAll( 'input, select' ).forEach( el => el.disabled = true )
+                    }
+                }
+
+                if ( data.isRunning )
+                {
+                    const now = new Date().toLocaleTimeString()
+                    rpsStat.textContent = data.rps
+                    latencyStat.textContent = data.latency.toFixed( 2 )
+                    errorRateStat.textContent = data.errorRate.toFixed( 2 ) + '%'
+                    totalReqsStat.textContent = data.totalReqs
+                    totalErrorsStat.textContent = data.totalErrors
+
+                    updateChart( rpsChart, now, data.rps )
+                    updateChart( latencyChart, now, data.latency )
+                    updateChart( errorRateChart, now, data.errorRate )
+                } else
+                {
+                    totalReqsStat.textContent = data.totalReqs
+                    totalErrorsStat.textContent = data.totalErrors
+                }
+            }
+        }
+
+        function setRunningState ()
+        {
+            isRunning = true
+            startStopBtn.textContent = 'Stop Test'
+            startStopBtn.classList.remove( 'bg-green-600', 'hover:bg-green-500' )
+            startStopBtn.classList.add( 'bg-red-600', 'hover:bg-red-500' )
+            configPanel.querySelectorAll( 'input, select' ).forEach( el => el.disabled = true )
+            resetCharts()
+        }
+
+        function setStoppedState ()
+        {
+            isRunning = false
+            startStopBtn.textContent = 'Start Test'
+            startStopBtn.classList.remove( 'bg-red-600', 'hover:bg-red-500' )
+            startStopBtn.classList.add( 'bg-green-600', 'hover:bg-green-500' )
+            configPanel.querySelectorAll( 'input, select' ).forEach( el => el.disabled = false )
+        }
+
+        startStopBtn.addEventListener( 'click', () =>
+        {
+            if ( isRunning )
+            {
+                fetch( '/api/stop-test', { method: 'POST' } )
+                    .then( () => setStoppedState() )
+            } else
+            {
+                const config = {
+                    loadProfile: loadProfileSelect.value,
+                    maxRps: parseInt( document.getElementById( 'maxRps' ).value ) || 100,
+                    fromRps: parseInt( document.getElementById( 'fromRps' ).value ) || 0,
+                    toRps: parseInt( document.getElementById( 'toRps' ).value ) || 0,
+                    stepFromRps: parseInt( document.getElementById( 'stepFromRps' ).value ) || 0,
+                    stepToRps: parseInt( document.getElementById( 'stepToRps' ).value ) || 0,
+                    stepRps: parseInt( document.getElementById( 'stepRps' ).value ) || 0,
+                    stepDuration: parseInt( document.getElementById( 'stepDuration' ).value ) || 0,
+                    onceCount: parseInt( document.getElementById( 'onceCount' ).value ) || 0,
+                }
+
+                if ( config.loadProfile === 'step' )
+                {
+                    config.fromRps = config.stepFromRps
+                    config.toRps = config.stepToRps
+                }
+
+                fetch( '/api/start-test', {
+                    method: 'POST',
+                    headers: { 'Content-Type': 'application/json' },
+                    body: JSON.stringify( config )
+                } ).then( res =>
+                {
+                    if ( res.ok ) setRunningState()
+                    else alert( "Failed to start test. Check console for details." )
+                } ).catch( err =>
+                {
+                    console.error( "Error starting test:", err )
+                    alert( "Failed to start test. Network error or server unreachable." )
+                } )
+            }
+        } )
+
+        function updateMockStatus ( status )
+        {
+            const statuses = {
+                clients: document.getElementById( 'clientsStatus' ),
+                advertisers: document.getElementById( 'advertisersStatus' ),
+                campaigns: document.getElementById( 'campaignsStatus' ),
+                ml_scores: document.getElementById( 'mlScoresStatus' ),
+            }
+
+            for ( const key in status )
+            {
+                const el = statuses[ key ]
+                if ( el )
+                {
+                    if ( status[ key ] )
+                    {
+                        el.innerHTML = '<span class="status-dot bg-green-500 mr-2"></span>Loaded'
+                        el.classList.remove( 'text-red-400' )
+                        el.classList.add( 'text-green-400' )
+                    } else
+                    {
+                        el.innerHTML = '<span class="status-dot bg-red-500 mr-2"></span>Not Loaded'
+                        el.classList.remove( 'text-green-400' )
+                        el.classList.add( 'text-red-400' )
+                    }
+                }
+            }
+        }
+
+        function checkMocks ()
+        {
+            fetch( '/api/check-mocks' )
+                .then( res => res.json() )
+                .then( data => updateMockStatus( data ) )
+                .catch( err => console.error( "Failed to check mocks:", err ) )
+        }
+
+        loadMocksBtn.addEventListener( 'click', () =>
+        {
+            loadMocksBtn.textContent = 'Loading...'
+            loadMocksBtn.disabled = true
+
+            fetch( '/api/load-mocks', {
+                method: 'POST',
+                headers: { 'Content-Type': 'application/json' },
+                body: JSON.stringify( {} )
+            } )
+                .then( res =>
+                {
+                    if ( !res.ok ) alert( 'Failed to load mocks. Check console for details.' )
+                    return res.json()
+                } )
+                .then( () =>
+                {
+                    checkMocks()
+                } )
+                .finally( () =>
+                {
+                    loadMocksBtn.textContent = 'Load Mock Data'
+                    loadMocksBtn.disabled = false
+                } )
+        } )
+
+        loadProfileSelect.addEventListener( 'change', ( e ) =>
+        {
+            document.getElementById( 'const-options' ).classList.add( 'hidden' )
+            document.getElementById( 'line-options' ).classList.add( 'hidden' )
+            document.getElementById( 'step-options' ).classList.add( 'hidden' )
+            document.getElementById( 'once-options' ).classList.add( 'hidden' )
+            document.getElementById( 'unlimited-options' ).classList.add( 'hidden' )
+
+            document.getElementById( e.target.value + '-options' ).classList.remove( 'hidden' )
+        } )
+
+
+        window.onload = () =>
+        {
+            rpsChart = createChart( document.getElementById( 'rpsChart' ).getContext( '2d' ), 'RPS', '#6366f1' )
+            latencyChart = createChart( document.getElementById( 'latencyChart' ).getContext( '2d' ), 'Latency', '#34d399' )
+            errorRateChart = createChart( document.getElementById( 'errorRateChart' ).getContext( '2d' ), 'Error Rate', '#f87171' )
+
+            setupWebSocket()
+            checkMocks()
+            loadProfileSelect.dispatchEvent( new Event( 'change' ) )
+        };
+    </script>
+</body>
+
+</html>